{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import scipy as sp\n",
"import emcee \n",
"\n",
"from sklearn.pipeline import Pipeline\n",
"from sklearn.compose import TransformedTargetRegressor\n",
"from sklearn.neural_network import MLPRegressor\n",
"from sklearn.preprocessing import RobustScaler\n",
"from sklearn.ensemble import RandomForestRegressor\n",
"from sklearn.linear_model import LinearRegression\n",
"from sklearn.model_selection import cross_val_score, ShuffleSplit, KFold\n",
"\n",
"from scipy import stats\n",
"\n",
"from math import *\n",
"import sys\n",
"import re\n",
"import os\n",
"from itertools import chain\n",
"\n",
"%matplotlib inline\n",
"import matplotlib\n",
"import matplotlib.pyplot as plt\n",
"\n",
"from tqdm import tqdm_notebook as tqdm"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"np.random.seed(0) # for reproducibility "
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"import seaborn as sns\n",
"sns.set(style=\"ticks\", palette=\"muted\", rc={\"xtick.bottom\" : True, \"ytick.left\" : True})\n",
"plt.style.use('matplotlibrc')\n",
"plt.rcParams['image.cmap']='viridis'"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"import warnings\n",
"warnings.filterwarnings('ignore')"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Index(['M', 'Y', 'Z', 'logR', 'logL', 'Teff', 'logP', 'I_Amplitude',\n",
" 'I_Skewness', 'I_acuteness', 'I_R21', 'I_R31', 'I_M0', 'I_A1', 'I_A2',\n",
" 'I_A3', 'V_Amplitude', 'V_Skewness', 'V_acuteness', 'V_R21', 'V_R31',\n",
" 'V_M0', 'V_A1', 'V_A2', 'V_A3', 'W', 'VI'],\n",
" dtype='object')\n"
]
},
{
"data": {
"text/html": [
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>M</th>\n",
" <th>Y</th>\n",
" <th>Z</th>\n",
" <th>logR</th>\n",
" <th>logL</th>\n",
" <th>Teff</th>\n",
" <th>logP</th>\n",
" <th>I_Amplitude</th>\n",
" <th>I_Skewness</th>\n",
" <th>I_acuteness</th>\n",
" <th>I_R21</th>\n",
" <th>I_R31</th>\n",
" <th>I_M0</th>\n",
" <th>I_A1</th>\n",
" <th>I_A2</th>\n",
" <th>I_A3</th>\n",
" <th>V_Amplitude</th>\n",
" <th>V_Skewness</th>\n",
" <th>V_acuteness</th>\n",
" <th>V_R21</th>\n",
" <th>V_R31</th>\n",
" <th>V_M0</th>\n",
" <th>V_A1</th>\n",
" <th>V_A2</th>\n",
" <th>V_A3</th>\n",
" <th>W</th>\n",
" <th>VI</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>0.51</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.703387</td>\n",
" <td>1.69</td>\n",
" <td>6800</td>\n",
" <td>-0.193277</td>\n",
" <td>0.559</td>\n",
" <td>2.861</td>\n",
" <td>1.050</td>\n",
" <td>0.42623</td>\n",
" <td>0.15796</td>\n",
" <td>0.05924</td>\n",
" <td>0.22846</td>\n",
" <td>0.09738</td>\n",
" <td>0.03609</td>\n",
" <td>0.918</td>\n",
" <td>2.906</td>\n",
" <td>1.494</td>\n",
" <td>0.43042</td>\n",
" <td>0.16073</td>\n",
" <td>0.49791</td>\n",
" <td>0.37257</td>\n",
" <td>0.16036</td>\n",
" <td>0.05988</td>\n",
" <td>-0.620699</td>\n",
" <td>0.43867</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>0.51</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.716255</td>\n",
" <td>1.69</td>\n",
" <td>6700</td>\n",
" <td>-0.171488</td>\n",
" <td>0.718</td>\n",
" <td>3.367</td>\n",
" <td>0.722</td>\n",
" <td>0.50501</td>\n",
" <td>0.18393</td>\n",
" <td>0.04762</td>\n",
" <td>0.26268</td>\n",
" <td>0.13266</td>\n",
" <td>0.04831</td>\n",
" <td>1.171</td>\n",
" <td>3.424</td>\n",
" <td>1.215</td>\n",
" <td>0.51551</td>\n",
" <td>0.18787</td>\n",
" <td>0.51938</td>\n",
" <td>0.41861</td>\n",
" <td>0.21580</td>\n",
" <td>0.07864</td>\n",
" <td>-0.683608</td>\n",
" <td>0.47176</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>0.51</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.742578</td>\n",
" <td>1.69</td>\n",
" <td>6500</td>\n",
" <td>-0.126813</td>\n",
" <td>0.675</td>\n",
" <td>2.378</td>\n",
" <td>0.564</td>\n",
" <td>0.46435</td>\n",
" <td>0.09312</td>\n",
" <td>0.00054</td>\n",
" <td>0.25583</td>\n",
" <td>0.11879</td>\n",
" <td>0.02382</td>\n",
" <td>1.077</td>\n",
" <td>2.345</td>\n",
" <td>0.630</td>\n",
" <td>0.48701</td>\n",
" <td>0.09424</td>\n",
" <td>0.52149</td>\n",
" <td>0.39164</td>\n",
" <td>0.19073</td>\n",
" <td>0.03691</td>\n",
" <td>-0.806933</td>\n",
" <td>0.52095</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>0.51</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.748387</td>\n",
" <td>1.78</td>\n",
" <td>6800</td>\n",
" <td>-0.129912</td>\n",
" <td>0.777</td>\n",
" <td>3.951</td>\n",
" <td>0.843</td>\n",
" <td>0.56812</td>\n",
" <td>0.26671</td>\n",
" <td>-0.12087</td>\n",
" <td>0.27542</td>\n",
" <td>0.15647</td>\n",
" <td>0.07346</td>\n",
" <td>1.232</td>\n",
" <td>5.174</td>\n",
" <td>1.589</td>\n",
" <td>0.57436</td>\n",
" <td>0.26864</td>\n",
" <td>0.32979</td>\n",
" <td>0.43871</td>\n",
" <td>0.25198</td>\n",
" <td>0.11785</td>\n",
" <td>-0.819393</td>\n",
" <td>0.45066</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>0.51</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.761255</td>\n",
" <td>1.78</td>\n",
" <td>6700</td>\n",
" <td>-0.108189</td>\n",
" <td>0.823</td>\n",
" <td>5.023</td>\n",
" <td>0.676</td>\n",
" <td>0.57457</td>\n",
" <td>0.26034</td>\n",
" <td>-0.14430</td>\n",
" <td>0.27702</td>\n",
" <td>0.15917</td>\n",
" <td>0.07212</td>\n",
" <td>1.295</td>\n",
" <td>5.170</td>\n",
" <td>1.120</td>\n",
" <td>0.58838</td>\n",
" <td>0.26230</td>\n",
" <td>0.33093</td>\n",
" <td>0.43359</td>\n",
" <td>0.25512</td>\n",
" <td>0.11373</td>\n",
" <td>-0.880907</td>\n",
" <td>0.47523</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>0.51</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.783621</td>\n",
" <td>1.69</td>\n",
" <td>6200</td>\n",
" <td>-0.057967</td>\n",
" <td>0.487</td>\n",
" <td>0.792</td>\n",
" <td>0.390</td>\n",
" <td>0.34113</td>\n",
" <td>0.11860</td>\n",
" <td>-0.06622</td>\n",
" <td>0.18754</td>\n",
" <td>0.06397</td>\n",
" <td>0.02224</td>\n",
" <td>0.662</td>\n",
" <td>0.789</td>\n",
" <td>0.414</td>\n",
" <td>0.40328</td>\n",
" <td>0.13077</td>\n",
" <td>0.52754</td>\n",
" <td>0.27259</td>\n",
" <td>0.10993</td>\n",
" <td>0.03565</td>\n",
" <td>-0.986548</td>\n",
" <td>0.59376</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>0.51</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.787578</td>\n",
" <td>1.78</td>\n",
" <td>6500</td>\n",
" <td>-0.062136</td>\n",
" <td>0.771</td>\n",
" <td>3.292</td>\n",
" <td>0.528</td>\n",
" <td>0.47134</td>\n",
" <td>0.20958</td>\n",
" <td>-0.19560</td>\n",
" <td>0.26223</td>\n",
" <td>0.12360</td>\n",
" <td>0.05496</td>\n",
" <td>1.171</td>\n",
" <td>3.545</td>\n",
" <td>0.642</td>\n",
" <td>0.49633</td>\n",
" <td>0.20850</td>\n",
" <td>0.32541</td>\n",
" <td>0.39389</td>\n",
" <td>0.19550</td>\n",
" <td>0.08212</td>\n",
" <td>-1.003165</td>\n",
" <td>0.52101</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>0.51</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.814724</td>\n",
" <td>1.78</td>\n",
" <td>6300</td>\n",
" <td>-0.084658</td>\n",
" <td>0.568</td>\n",
" <td>1.958</td>\n",
" <td>0.410</td>\n",
" <td>0.21090</td>\n",
" <td>0.15094</td>\n",
" <td>-0.21107</td>\n",
" <td>0.22842</td>\n",
" <td>0.04817</td>\n",
" <td>0.03448</td>\n",
" <td>0.831</td>\n",
" <td>1.832</td>\n",
" <td>0.517</td>\n",
" <td>0.22102</td>\n",
" <td>0.16288</td>\n",
" <td>0.36505</td>\n",
" <td>0.33738</td>\n",
" <td>0.07457</td>\n",
" <td>0.05495</td>\n",
" <td>-1.104056</td>\n",
" <td>0.57612</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>0.51</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.826701</td>\n",
" <td>1.69</td>\n",
" <td>5900</td>\n",
" <td>0.012225</td>\n",
" <td>0.174</td>\n",
" <td>0.602</td>\n",
" <td>0.449</td>\n",
" <td>0.75683</td>\n",
" <td>0.23011</td>\n",
" <td>-0.12089</td>\n",
" <td>0.05483</td>\n",
" <td>0.04150</td>\n",
" <td>0.01262</td>\n",
" <td>0.246</td>\n",
" <td>0.534</td>\n",
" <td>0.459</td>\n",
" <td>0.85074</td>\n",
" <td>0.25241</td>\n",
" <td>0.54403</td>\n",
" <td>0.07923</td>\n",
" <td>0.06740</td>\n",
" <td>0.02000</td>\n",
" <td>-1.151516</td>\n",
" <td>0.66492</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>0.51</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.842745</td>\n",
" <td>1.78</td>\n",
" <td>6100</td>\n",
" <td>0.031417</td>\n",
" <td>0.420</td>\n",
" <td>0.859</td>\n",
" <td>0.410</td>\n",
" <td>0.36527</td>\n",
" <td>0.21160</td>\n",
" <td>-0.28265</td>\n",
" <td>0.14647</td>\n",
" <td>0.05350</td>\n",
" <td>0.03099</td>\n",
" <td>0.570</td>\n",
" <td>0.852</td>\n",
" <td>0.454</td>\n",
" <td>0.47451</td>\n",
" <td>0.25367</td>\n",
" <td>0.32964</td>\n",
" <td>0.19845</td>\n",
" <td>0.09416</td>\n",
" <td>0.05034</td>\n",
" <td>-1.231699</td>\n",
" <td>0.61229</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>0.51</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.856655</td>\n",
" <td>1.69</td>\n",
" <td>5700</td>\n",
" <td>0.063802</td>\n",
" <td>0.168</td>\n",
" <td>0.698</td>\n",
" <td>0.875</td>\n",
" <td>0.52715</td>\n",
" <td>0.31480</td>\n",
" <td>-0.14543</td>\n",
" <td>0.05803</td>\n",
" <td>0.03059</td>\n",
" <td>0.01827</td>\n",
" <td>0.268</td>\n",
" <td>0.761</td>\n",
" <td>0.597</td>\n",
" <td>0.48077</td>\n",
" <td>0.28619</td>\n",
" <td>0.57550</td>\n",
" <td>0.09803</td>\n",
" <td>0.04713</td>\n",
" <td>0.02805</td>\n",
" <td>-1.262872</td>\n",
" <td>0.72093</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>0.51</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.871701</td>\n",
" <td>1.78</td>\n",
" <td>5900</td>\n",
" <td>0.085119</td>\n",
" <td>0.267</td>\n",
" <td>0.916</td>\n",
" <td>0.868</td>\n",
" <td>0.58495</td>\n",
" <td>0.52046</td>\n",
" <td>-0.31499</td>\n",
" <td>0.08653</td>\n",
" <td>0.05062</td>\n",
" <td>0.04504</td>\n",
" <td>0.413</td>\n",
" <td>0.972</td>\n",
" <td>0.833</td>\n",
" <td>0.70009</td>\n",
" <td>0.61172</td>\n",
" <td>0.34705</td>\n",
" <td>0.11566</td>\n",
" <td>0.08097</td>\n",
" <td>0.07075</td>\n",
" <td>-1.341152</td>\n",
" <td>0.66204</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>0.51</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.917029</td>\n",
" <td>1.78</td>\n",
" <td>5600</td>\n",
" <td>0.159363</td>\n",
" <td>0.467</td>\n",
" <td>1.841</td>\n",
" <td>0.678</td>\n",
" <td>0.23838</td>\n",
" <td>0.18320</td>\n",
" <td>-0.34521</td>\n",
" <td>0.16478</td>\n",
" <td>0.03928</td>\n",
" <td>0.03019</td>\n",
" <td>0.798</td>\n",
" <td>1.809</td>\n",
" <td>0.989</td>\n",
" <td>0.25475</td>\n",
" <td>0.17505</td>\n",
" <td>0.40774</td>\n",
" <td>0.25547</td>\n",
" <td>0.06508</td>\n",
" <td>0.04472</td>\n",
" <td>-1.512282</td>\n",
" <td>0.75295</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>0.53</td>\n",
" <td>0.250</td>\n",
" <td>0.0040</td>\n",
" <td>0.763387</td>\n",
" <td>1.81</td>\n",
" <td>6800</td>\n",
" <td>-0.120669</td>\n",
" <td>0.830</td>\n",
" <td>7.922</td>\n",
" <td>1.032</td>\n",
" <td>0.59776</td>\n",
" <td>0.27514</td>\n",
" <td>-0.17414</td>\n",
" <td>0.28213</td>\n",
" <td>0.16865</td>\n",
" <td>0.07763</td>\n",
" <td>1.318</td>\n",
" <td>7.473</td>\n",
" <td>2.009</td>\n",
" <td>0.60037</td>\n",
" <td>0.27928</td>\n",
" <td>0.27959</td>\n",
" <td>0.44657</td>\n",
" <td>0.26811</td>\n",
" <td>0.12472</td>\n",
" <td>-0.877422</td>\n",
" <td>0.45373</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>0.53</td>\n",
" <td>0.250</td>\n",
" <td>0.0040</td>\n",
" <td>0.776255</td>\n",
" <td>1.81</td>\n",
" <td>6700</td>\n",
" <td>-0.101527</td>\n",
" <td>0.815</td>\n",
" <td>7.198</td>\n",
" <td>0.703</td>\n",
" <td>0.60804</td>\n",
" <td>0.25236</td>\n",
" <td>-0.19708</td>\n",
" <td>0.27569</td>\n",
" <td>0.16763</td>\n",
" <td>0.06957</td>\n",
" <td>1.282</td>\n",
" <td>7.552</td>\n",
" <td>1.764</td>\n",
" <td>0.61797</td>\n",
" <td>0.25833</td>\n",
" <td>0.27672</td>\n",
" <td>0.43017</td>\n",
" <td>0.26583</td>\n",
" <td>0.11113</td>\n",
" <td>-0.931470</td>\n",
" <td>0.47380</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>0.53</td>\n",
" <td>0.250</td>\n",
" <td>0.0040</td>\n",
" <td>0.802578</td>\n",
" <td>1.81</td>\n",
" <td>6500</td>\n",
" <td>-0.053489</td>\n",
" <td>0.749</td>\n",
" <td>3.568</td>\n",
" <td>0.521</td>\n",
" <td>0.53195</td>\n",
" <td>0.18787</td>\n",
" <td>-0.25434</td>\n",
" <td>0.24676</td>\n",
" <td>0.13126</td>\n",
" <td>0.04636</td>\n",
" <td>1.114</td>\n",
" <td>3.807</td>\n",
" <td>0.615</td>\n",
" <td>0.55722</td>\n",
" <td>0.18229</td>\n",
" <td>0.26504</td>\n",
" <td>0.36801</td>\n",
" <td>0.20506</td>\n",
" <td>0.06709</td>\n",
" <td>-1.059379</td>\n",
" <td>0.51938</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>0.53</td>\n",
" <td>0.250</td>\n",
" <td>0.0040</td>\n",
" <td>0.816045</td>\n",
" <td>1.81</td>\n",
" <td>6400</td>\n",
" <td>-0.030281</td>\n",
" <td>0.672</td>\n",
" <td>2.832</td>\n",
" <td>0.402</td>\n",
" <td>0.42403</td>\n",
" <td>0.12638</td>\n",
" <td>-0.27887</td>\n",
" <td>0.22953</td>\n",
" <td>0.09733</td>\n",
" <td>0.02901</td>\n",
" <td>0.977</td>\n",
" <td>3.082</td>\n",
" <td>0.567</td>\n",
" <td>0.45591</td>\n",
" <td>0.11595</td>\n",
" <td>0.26271</td>\n",
" <td>0.33162</td>\n",
" <td>0.15119</td>\n",
" <td>0.03845</td>\n",
" <td>-1.118319</td>\n",
" <td>0.54158</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>0.53</td>\n",
" <td>0.250</td>\n",
" <td>0.0040</td>\n",
" <td>0.857745</td>\n",
" <td>1.81</td>\n",
" <td>6100</td>\n",
" <td>0.038656</td>\n",
" <td>0.438</td>\n",
" <td>0.855</td>\n",
" <td>0.385</td>\n",
" <td>0.35412</td>\n",
" <td>0.18332</td>\n",
" <td>-0.33479</td>\n",
" <td>0.15046</td>\n",
" <td>0.05328</td>\n",
" <td>0.02758</td>\n",
" <td>0.572</td>\n",
" <td>0.832</td>\n",
" <td>0.420</td>\n",
" <td>0.47780</td>\n",
" <td>0.22391</td>\n",
" <td>0.27206</td>\n",
" <td>0.19700</td>\n",
" <td>0.09413</td>\n",
" <td>0.04411</td>\n",
" <td>-1.275408</td>\n",
" <td>0.60685</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>0.53</td>\n",
" <td>0.250</td>\n",
" <td>0.0040</td>\n",
" <td>0.872102</td>\n",
" <td>1.81</td>\n",
" <td>6000</td>\n",
" <td>0.062048</td>\n",
" <td>0.293</td>\n",
" <td>0.672</td>\n",
" <td>0.383</td>\n",
" <td>0.52944</td>\n",
" <td>0.25315</td>\n",
" <td>-0.35173</td>\n",
" <td>0.09433</td>\n",
" <td>0.04994</td>\n",
" <td>0.02388</td>\n",
" <td>0.391</td>\n",
" <td>0.727</td>\n",
" <td>0.420</td>\n",
" <td>0.72227</td>\n",
" <td>0.31971</td>\n",
" <td>0.27577</td>\n",
" <td>0.11933</td>\n",
" <td>0.08619</td>\n",
" <td>0.03815</td>\n",
" <td>-1.324355</td>\n",
" <td>0.62750</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>0.53</td>\n",
" <td>0.250</td>\n",
" <td>0.0040</td>\n",
" <td>0.901549</td>\n",
" <td>1.81</td>\n",
" <td>5800</td>\n",
" <td>0.119503</td>\n",
" <td>0.333</td>\n",
" <td>1.632</td>\n",
" <td>0.730</td>\n",
" <td>0.22643</td>\n",
" <td>0.45844</td>\n",
" <td>-0.38044</td>\n",
" <td>0.11221</td>\n",
" <td>0.02541</td>\n",
" <td>0.05144</td>\n",
" <td>0.544</td>\n",
" <td>1.463</td>\n",
" <td>0.887</td>\n",
" <td>0.23487</td>\n",
" <td>0.51058</td>\n",
" <td>0.30650</td>\n",
" <td>0.15681</td>\n",
" <td>0.03683</td>\n",
" <td>0.08006</td>\n",
" <td>-1.445197</td>\n",
" <td>0.68694</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>0.53</td>\n",
" <td>0.250</td>\n",
" <td>0.0040</td>\n",
" <td>0.916655</td>\n",
" <td>1.81</td>\n",
" <td>5700</td>\n",
" <td>0.144867</td>\n",
" <td>0.357</td>\n",
" <td>1.725</td>\n",
" <td>0.914</td>\n",
" <td>0.16406</td>\n",
" <td>0.28056</td>\n",
" <td>-0.38932</td>\n",
" <td>0.11852</td>\n",
" <td>0.01944</td>\n",
" <td>0.03325</td>\n",
" <td>0.620</td>\n",
" <td>1.703</td>\n",
" <td>1.435</td>\n",
" <td>0.16677</td>\n",
" <td>0.26416</td>\n",
" <td>0.32103</td>\n",
" <td>0.19399</td>\n",
" <td>0.03235</td>\n",
" <td>0.05124</td>\n",
" <td>-1.490363</td>\n",
" <td>0.71035</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>0.54</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.603387</td>\n",
" <td>1.49</td>\n",
" <td>6800</td>\n",
" <td>-0.379468</td>\n",
" <td>0.769</td>\n",
" <td>5.537</td>\n",
" <td>1.286</td>\n",
" <td>0.49388</td>\n",
" <td>0.28580</td>\n",
" <td>0.57454</td>\n",
" <td>0.26216</td>\n",
" <td>0.12947</td>\n",
" <td>0.07492</td>\n",
" <td>1.243</td>\n",
" <td>5.413</td>\n",
" <td>1.921</td>\n",
" <td>0.50286</td>\n",
" <td>0.29203</td>\n",
" <td>1.02933</td>\n",
" <td>0.42024</td>\n",
" <td>0.21132</td>\n",
" <td>0.12272</td>\n",
" <td>-0.130384</td>\n",
" <td>0.45479</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>0.54</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.616255</td>\n",
" <td>1.49</td>\n",
" <td>6700</td>\n",
" <td>-0.355680</td>\n",
" <td>0.673</td>\n",
" <td>4.778</td>\n",
" <td>0.868</td>\n",
" <td>0.47027</td>\n",
" <td>0.24633</td>\n",
" <td>0.54426</td>\n",
" <td>0.24554</td>\n",
" <td>0.11547</td>\n",
" <td>0.06048</td>\n",
" <td>1.083</td>\n",
" <td>4.845</td>\n",
" <td>1.452</td>\n",
" <td>0.48263</td>\n",
" <td>0.25510</td>\n",
" <td>1.02058</td>\n",
" <td>0.39116</td>\n",
" <td>0.18879</td>\n",
" <td>0.09979</td>\n",
" <td>-0.194036</td>\n",
" <td>0.47632</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>0.54</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.642578</td>\n",
" <td>1.49</td>\n",
" <td>6500</td>\n",
" <td>-0.312890</td>\n",
" <td>0.557</td>\n",
" <td>3.292</td>\n",
" <td>0.585</td>\n",
" <td>0.39826</td>\n",
" <td>0.18453</td>\n",
" <td>0.49462</td>\n",
" <td>0.21464</td>\n",
" <td>0.08548</td>\n",
" <td>0.03961</td>\n",
" <td>0.843</td>\n",
" <td>3.348</td>\n",
" <td>0.877</td>\n",
" <td>0.41739</td>\n",
" <td>0.19734</td>\n",
" <td>1.01595</td>\n",
" <td>0.32916</td>\n",
" <td>0.13739</td>\n",
" <td>0.06496</td>\n",
" <td>-0.313441</td>\n",
" <td>0.52133</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>0.54</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.854317</td>\n",
" <td>1.94</td>\n",
" <td>6600</td>\n",
" <td>0.047442</td>\n",
" <td>0.228</td>\n",
" <td>1.212</td>\n",
" <td>0.969</td>\n",
" <td>0.13168</td>\n",
" <td>0.04078</td>\n",
" <td>-0.62927</td>\n",
" <td>0.11144</td>\n",
" <td>0.01467</td>\n",
" <td>0.00454</td>\n",
" <td>0.369</td>\n",
" <td>1.326</td>\n",
" <td>0.997</td>\n",
" <td>0.12888</td>\n",
" <td>0.04054</td>\n",
" <td>-0.15596</td>\n",
" <td>0.18273</td>\n",
" <td>0.02355</td>\n",
" <td>0.00741</td>\n",
" <td>-1.362901</td>\n",
" <td>0.47331</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>0.54</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.881045</td>\n",
" <td>1.94</td>\n",
" <td>6400</td>\n",
" <td>0.093971</td>\n",
" <td>0.667</td>\n",
" <td>1.304</td>\n",
" <td>1.081</td>\n",
" <td>0.19563</td>\n",
" <td>0.14001</td>\n",
" <td>-0.64452</td>\n",
" <td>0.26188</td>\n",
" <td>0.05123</td>\n",
" <td>0.03667</td>\n",
" <td>1.048</td>\n",
" <td>1.293</td>\n",
" <td>1.220</td>\n",
" <td>0.17039</td>\n",
" <td>0.14392</td>\n",
" <td>-0.10032</td>\n",
" <td>0.41385</td>\n",
" <td>0.07051</td>\n",
" <td>0.05956</td>\n",
" <td>-1.488030</td>\n",
" <td>0.54420</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>0.54</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.908621</td>\n",
" <td>1.94</td>\n",
" <td>6200</td>\n",
" <td>0.141020</td>\n",
" <td>0.873</td>\n",
" <td>1.638</td>\n",
" <td>1.460</td>\n",
" <td>0.12074</td>\n",
" <td>0.23725</td>\n",
" <td>-0.66773</td>\n",
" <td>0.29626</td>\n",
" <td>0.03577</td>\n",
" <td>0.07029</td>\n",
" <td>1.409</td>\n",
" <td>1.632</td>\n",
" <td>2.106</td>\n",
" <td>0.12142</td>\n",
" <td>0.25317</td>\n",
" <td>-0.05986</td>\n",
" <td>0.45114</td>\n",
" <td>0.05478</td>\n",
" <td>0.11422</td>\n",
" <td>-1.609929</td>\n",
" <td>0.60787</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>0.54</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.937102</td>\n",
" <td>1.94</td>\n",
" <td>6000</td>\n",
" <td>0.196038</td>\n",
" <td>0.937</td>\n",
" <td>1.802</td>\n",
" <td>0.670</td>\n",
" <td>0.10317</td>\n",
" <td>0.25269</td>\n",
" <td>-0.69648</td>\n",
" <td>0.34769</td>\n",
" <td>0.03587</td>\n",
" <td>0.08786</td>\n",
" <td>1.493</td>\n",
" <td>1.809</td>\n",
" <td>0.865</td>\n",
" <td>0.12283</td>\n",
" <td>0.26512</td>\n",
" <td>-0.01619</td>\n",
" <td>0.50275</td>\n",
" <td>0.06175</td>\n",
" <td>0.13329</td>\n",
" <td>-1.750930</td>\n",
" <td>0.68029</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>0.54</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>0.981655</td>\n",
" <td>1.94</td>\n",
" <td>5700</td>\n",
" <td>0.268505</td>\n",
" <td>0.920</td>\n",
" <td>1.632</td>\n",
" <td>0.436</td>\n",
" <td>0.23751</td>\n",
" <td>0.08717</td>\n",
" <td>-0.73801</td>\n",
" <td>0.34926</td>\n",
" <td>0.08295</td>\n",
" <td>0.03044</td>\n",
" <td>1.312</td>\n",
" <td>4.288</td>\n",
" <td>0.532</td>\n",
" <td>0.27425</td>\n",
" <td>0.09149</td>\n",
" <td>0.02824</td>\n",
" <td>0.49184</td>\n",
" <td>0.13489</td>\n",
" <td>0.04500</td>\n",
" <td>-1.925698</td>\n",
" <td>0.76625</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>0.54</td>\n",
" <td>0.270</td>\n",
" <td>0.0200</td>\n",
" <td>1.028617</td>\n",
" <td>1.94</td>\n",
" <td>5400</td>\n",
" <td>0.344377</td>\n",
" <td>0.610</td>\n",
" <td>3.407</td>\n",
" <td>0.581</td>\n",
" <td>0.33543</td>\n",
" <td>0.12322</td>\n",
" <td>-0.78262</td>\n",
" <td>0.23542</td>\n",
" <td>0.07896</td>\n",
" <td>0.02901</td>\n",
" <td>0.988</td>\n",
" <td>3.311</td>\n",
" <td>0.791</td>\n",
" <td>0.37894</td>\n",
" <td>0.13362</td>\n",
" <td>0.05063</td>\n",
" <td>0.33476</td>\n",
" <td>0.12686</td>\n",
" <td>0.04473</td>\n",
" <td>-2.074158</td>\n",
" <td>0.83325</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>237</th>\n",
" <td>0.72</td>\n",
" <td>0.245</td>\n",
" <td>0.0003</td>\n",
" <td>0.798621</td>\n",
" <td>1.72</td>\n",
" <td>6200</td>\n",
" <td>-0.165853</td>\n",
" <td>0.536</td>\n",
" <td>23.396</td>\n",
" <td>0.733</td>\n",
" <td>0.39604</td>\n",
" <td>0.35389</td>\n",
" <td>-0.04232</td>\n",
" <td>0.13392</td>\n",
" <td>0.05304</td>\n",
" <td>0.04739</td>\n",
" <td>0.848</td>\n",
" <td>19.868</td>\n",
" <td>1.674</td>\n",
" <td>0.44942</td>\n",
" <td>0.39127</td>\n",
" <td>0.54919</td>\n",
" <td>0.19735</td>\n",
" <td>0.08869</td>\n",
" <td>0.07722</td>\n",
" <td>-0.959160</td>\n",
" <td>0.59151</td>\n",
" </tr>\n",
" <tr>\n",
" <th>238</th>\n",
" <td>0.72</td>\n",
" <td>0.245</td>\n",
" <td>0.0003</td>\n",
" <td>0.812745</td>\n",
" <td>1.72</td>\n",
" <td>6100</td>\n",
" <td>-0.142029</td>\n",
" <td>0.364</td>\n",
" <td>17.165</td>\n",
" <td>0.538</td>\n",
" <td>0.49204</td>\n",
" <td>0.40611</td>\n",
" <td>-0.05868</td>\n",
" <td>0.10115</td>\n",
" <td>0.04977</td>\n",
" <td>0.04108</td>\n",
" <td>0.581</td>\n",
" <td>10.896</td>\n",
" <td>1.548</td>\n",
" <td>0.55988</td>\n",
" <td>0.44299</td>\n",
" <td>0.55341</td>\n",
" <td>0.14933</td>\n",
" <td>0.08361</td>\n",
" <td>0.06615</td>\n",
" <td>-1.007420</td>\n",
" <td>0.61209</td>\n",
" </tr>\n",
" <tr>\n",
" <th>239</th>\n",
" <td>0.72</td>\n",
" <td>0.245</td>\n",
" <td>0.0003</td>\n",
" <td>0.827102</td>\n",
" <td>1.72</td>\n",
" <td>6000</td>\n",
" <td>-0.117498</td>\n",
" <td>0.205</td>\n",
" <td>5.899</td>\n",
" <td>0.645</td>\n",
" <td>0.58835</td>\n",
" <td>0.38136</td>\n",
" <td>-0.07248</td>\n",
" <td>0.06426</td>\n",
" <td>0.03781</td>\n",
" <td>0.02450</td>\n",
" <td>0.336</td>\n",
" <td>4.465</td>\n",
" <td>2.119</td>\n",
" <td>0.57834</td>\n",
" <td>0.35829</td>\n",
" <td>0.55629</td>\n",
" <td>0.10737</td>\n",
" <td>0.06210</td>\n",
" <td>0.03847</td>\n",
" <td>-1.047073</td>\n",
" <td>0.62877</td>\n",
" </tr>\n",
" <tr>\n",
" <th>240</th>\n",
" <td>0.72</td>\n",
" <td>0.245</td>\n",
" <td>0.0003</td>\n",
" <td>0.866255</td>\n",
" <td>1.99</td>\n",
" <td>6700</td>\n",
" <td>-0.053902</td>\n",
" <td>0.995</td>\n",
" <td>7.067</td>\n",
" <td>1.520</td>\n",
" <td>0.60789</td>\n",
" <td>0.43525</td>\n",
" <td>-0.58930</td>\n",
" <td>0.29271</td>\n",
" <td>0.17793</td>\n",
" <td>0.12740</td>\n",
" <td>1.563</td>\n",
" <td>6.997</td>\n",
" <td>3.214</td>\n",
" <td>0.62065</td>\n",
" <td>0.43462</td>\n",
" <td>-0.10604</td>\n",
" <td>0.45668</td>\n",
" <td>0.28344</td>\n",
" <td>0.19848</td>\n",
" <td>-1.338353</td>\n",
" <td>0.48326</td>\n",
" </tr>\n",
" <tr>\n",
" <th>241</th>\n",
" <td>0.72</td>\n",
" <td>0.245</td>\n",
" <td>0.0003</td>\n",
" <td>0.879317</td>\n",
" <td>1.99</td>\n",
" <td>6600</td>\n",
" <td>-0.031274</td>\n",
" <td>0.902</td>\n",
" <td>8.439</td>\n",
" <td>1.185</td>\n",
" <td>0.56929</td>\n",
" <td>0.41883</td>\n",
" <td>-0.62029</td>\n",
" <td>0.28069</td>\n",
" <td>0.15979</td>\n",
" <td>0.11756</td>\n",
" <td>1.421</td>\n",
" <td>6.043</td>\n",
" <td>2.211</td>\n",
" <td>0.58889</td>\n",
" <td>0.42532</td>\n",
" <td>-0.11941</td>\n",
" <td>0.43345</td>\n",
" <td>0.25525</td>\n",
" <td>0.18435</td>\n",
" <td>-1.396654</td>\n",
" <td>0.50088</td>\n",
" </tr>\n",
" <tr>\n",
" <th>242</th>\n",
" <td>0.72</td>\n",
" <td>0.245</td>\n",
" <td>0.0003</td>\n",
" <td>0.892578</td>\n",
" <td>1.99</td>\n",
" <td>6500</td>\n",
" <td>-0.007690</td>\n",
" <td>0.839</td>\n",
" <td>7.403</td>\n",
" <td>0.832</td>\n",
" <td>0.53123</td>\n",
" <td>0.36637</td>\n",
" <td>-0.65084</td>\n",
" <td>0.26064</td>\n",
" <td>0.13846</td>\n",
" <td>0.09549</td>\n",
" <td>1.304</td>\n",
" <td>7.403</td>\n",
" <td>1.250</td>\n",
" <td>0.55367</td>\n",
" <td>0.38012</td>\n",
" <td>-0.13092</td>\n",
" <td>0.39597</td>\n",
" <td>0.21923</td>\n",
" <td>0.15051</td>\n",
" <td>-1.456716</td>\n",
" <td>0.51992</td>\n",
" </tr>\n",
" <tr>\n",
" <th>243</th>\n",
" <td>0.72</td>\n",
" <td>0.245</td>\n",
" <td>0.0003</td>\n",
" <td>0.906045</td>\n",
" <td>1.99</td>\n",
" <td>6400</td>\n",
" <td>0.015263</td>\n",
" <td>0.733</td>\n",
" <td>5.250</td>\n",
" <td>0.469</td>\n",
" <td>0.49549</td>\n",
" <td>0.26588</td>\n",
" <td>-0.67788</td>\n",
" <td>0.24007</td>\n",
" <td>0.11895</td>\n",
" <td>0.06383</td>\n",
" <td>1.101</td>\n",
" <td>5.368</td>\n",
" <td>1.007</td>\n",
" <td>0.51770</td>\n",
" <td>0.28219</td>\n",
" <td>-0.13727</td>\n",
" <td>0.35601</td>\n",
" <td>0.18431</td>\n",
" <td>0.10046</td>\n",
" <td>-1.515826</td>\n",
" <td>0.54061</td>\n",
" </tr>\n",
" <tr>\n",
" <th>244</th>\n",
" <td>0.72</td>\n",
" <td>0.245</td>\n",
" <td>0.0003</td>\n",
" <td>0.919724</td>\n",
" <td>1.99</td>\n",
" <td>6300</td>\n",
" <td>0.039941</td>\n",
" <td>0.607</td>\n",
" <td>3.311</td>\n",
" <td>0.356</td>\n",
" <td>0.43788</td>\n",
" <td>0.16594</td>\n",
" <td>-0.70141</td>\n",
" <td>0.21402</td>\n",
" <td>0.09372</td>\n",
" <td>0.03551</td>\n",
" <td>0.863</td>\n",
" <td>4.000</td>\n",
" <td>0.449</td>\n",
" <td>0.46524</td>\n",
" <td>0.18899</td>\n",
" <td>-0.13823</td>\n",
" <td>0.30566</td>\n",
" <td>0.14220</td>\n",
" <td>0.05777</td>\n",
" <td>-1.574339</td>\n",
" <td>0.56318</td>\n",
" </tr>\n",
" <tr>\n",
" <th>245</th>\n",
" <td>0.72</td>\n",
" <td>0.245</td>\n",
" <td>0.0003</td>\n",
" <td>0.933621</td>\n",
" <td>1.99</td>\n",
" <td>6200</td>\n",
" <td>0.065367</td>\n",
" <td>0.518</td>\n",
" <td>2.195</td>\n",
" <td>0.332</td>\n",
" <td>0.37301</td>\n",
" <td>0.17504</td>\n",
" <td>-0.72308</td>\n",
" <td>0.18169</td>\n",
" <td>0.06777</td>\n",
" <td>0.03180</td>\n",
" <td>0.694</td>\n",
" <td>2.195</td>\n",
" <td>0.376</td>\n",
" <td>0.41642</td>\n",
" <td>0.21922</td>\n",
" <td>-0.13637</td>\n",
" <td>0.24593</td>\n",
" <td>0.10241</td>\n",
" <td>0.05391</td>\n",
" <td>-1.632481</td>\n",
" <td>0.58671</td>\n",
" </tr>\n",
" <tr>\n",
" <th>246</th>\n",
" <td>0.72</td>\n",
" <td>0.245</td>\n",
" <td>0.0003</td>\n",
" <td>0.947745</td>\n",
" <td>1.99</td>\n",
" <td>6100</td>\n",
" <td>0.089474</td>\n",
" <td>0.422</td>\n",
" <td>1.519</td>\n",
" <td>0.270</td>\n",
" <td>0.36014</td>\n",
" <td>0.25326</td>\n",
" <td>-0.74088</td>\n",
" <td>0.14751</td>\n",
" <td>0.05312</td>\n",
" <td>0.03736</td>\n",
" <td>0.548</td>\n",
" <td>1.817</td>\n",
" <td>0.297</td>\n",
" <td>0.44302</td>\n",
" <td>0.32195</td>\n",
" <td>-0.13187</td>\n",
" <td>0.18961</td>\n",
" <td>0.08400</td>\n",
" <td>0.06105</td>\n",
" <td>-1.684845</td>\n",
" <td>0.60901</td>\n",
" </tr>\n",
" <tr>\n",
" <th>247</th>\n",
" <td>0.72</td>\n",
" <td>0.245</td>\n",
" <td>0.0003</td>\n",
" <td>0.976701</td>\n",
" <td>1.99</td>\n",
" <td>5900</td>\n",
" <td>0.140671</td>\n",
" <td>0.243</td>\n",
" <td>0.562</td>\n",
" <td>0.367</td>\n",
" <td>0.70325</td>\n",
" <td>0.12131</td>\n",
" <td>-0.76971</td>\n",
" <td>0.07246</td>\n",
" <td>0.05096</td>\n",
" <td>0.00879</td>\n",
" <td>0.303</td>\n",
" <td>0.524</td>\n",
" <td>0.361</td>\n",
" <td>0.91346</td>\n",
" <td>0.14727</td>\n",
" <td>-0.11734</td>\n",
" <td>0.09184</td>\n",
" <td>0.08389</td>\n",
" <td>0.01353</td>\n",
" <td>-1.780883</td>\n",
" <td>0.65237</td>\n",
" </tr>\n",
" <tr>\n",
" <th>248</th>\n",
" <td>0.72</td>\n",
" <td>0.245</td>\n",
" <td>0.0003</td>\n",
" <td>0.991549</td>\n",
" <td>1.99</td>\n",
" <td>5800</td>\n",
" <td>0.164499</td>\n",
" <td>0.098</td>\n",
" <td>0.468</td>\n",
" <td>0.433</td>\n",
" <td>0.92010</td>\n",
" <td>0.16410</td>\n",
" <td>-0.78125</td>\n",
" <td>0.02933</td>\n",
" <td>0.02699</td>\n",
" <td>0.00481</td>\n",
" <td>0.144</td>\n",
" <td>2.877</td>\n",
" <td>0.458</td>\n",
" <td>1.04604</td>\n",
" <td>0.18032</td>\n",
" <td>-0.11000</td>\n",
" <td>0.04178</td>\n",
" <td>0.04370</td>\n",
" <td>0.00753</td>\n",
" <td>-1.821688</td>\n",
" <td>0.67125</td>\n",
" </tr>\n",
" <tr>\n",
" <th>249</th>\n",
" <td>0.72</td>\n",
" <td>0.245</td>\n",
" <td>0.0003</td>\n",
" <td>1.006655</td>\n",
" <td>1.99</td>\n",
" <td>5700</td>\n",
" <td>0.190298</td>\n",
" <td>0.085</td>\n",
" <td>0.681</td>\n",
" <td>1.904</td>\n",
" <td>0.44178</td>\n",
" <td>0.20969</td>\n",
" <td>-0.79104</td>\n",
" <td>0.03206</td>\n",
" <td>0.01416</td>\n",
" <td>0.00672</td>\n",
" <td>0.141</td>\n",
" <td>0.686</td>\n",
" <td>0.734</td>\n",
" <td>0.43210</td>\n",
" <td>0.19900</td>\n",
" <td>-0.09955</td>\n",
" <td>0.05226</td>\n",
" <td>0.02258</td>\n",
" <td>0.01040</td>\n",
" <td>-1.862849</td>\n",
" <td>0.69149</td>\n",
" </tr>\n",
" <tr>\n",
" <th>250</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.764317</td>\n",
" <td>1.76</td>\n",
" <td>6600</td>\n",
" <td>-0.258533</td>\n",
" <td>0.871</td>\n",
" <td>7.930</td>\n",
" <td>1.417</td>\n",
" <td>0.44745</td>\n",
" <td>0.27899</td>\n",
" <td>-0.03479</td>\n",
" <td>0.28155</td>\n",
" <td>0.12598</td>\n",
" <td>0.07855</td>\n",
" <td>1.394</td>\n",
" <td>8.439</td>\n",
" <td>2.690</td>\n",
" <td>0.45533</td>\n",
" <td>0.28131</td>\n",
" <td>0.47526</td>\n",
" <td>0.44799</td>\n",
" <td>0.20398</td>\n",
" <td>0.12602</td>\n",
" <td>-0.825368</td>\n",
" <td>0.51005</td>\n",
" </tr>\n",
" <tr>\n",
" <th>251</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.777578</td>\n",
" <td>1.76</td>\n",
" <td>6500</td>\n",
" <td>-0.235794</td>\n",
" <td>0.779</td>\n",
" <td>7.333</td>\n",
" <td>1.189</td>\n",
" <td>0.44049</td>\n",
" <td>0.26972</td>\n",
" <td>-0.06307</td>\n",
" <td>0.25346</td>\n",
" <td>0.11165</td>\n",
" <td>0.06836</td>\n",
" <td>1.198</td>\n",
" <td>7.545</td>\n",
" <td>2.370</td>\n",
" <td>0.45273</td>\n",
" <td>0.27441</td>\n",
" <td>0.46865</td>\n",
" <td>0.39995</td>\n",
" <td>0.18107</td>\n",
" <td>0.10975</td>\n",
" <td>-0.887236</td>\n",
" <td>0.53172</td>\n",
" </tr>\n",
" <tr>\n",
" <th>252</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.791045</td>\n",
" <td>1.76</td>\n",
" <td>6400</td>\n",
" <td>-0.212362</td>\n",
" <td>0.634</td>\n",
" <td>7.198</td>\n",
" <td>0.883</td>\n",
" <td>0.43431</td>\n",
" <td>0.25788</td>\n",
" <td>-0.08883</td>\n",
" <td>0.21994</td>\n",
" <td>0.09552</td>\n",
" <td>0.05672</td>\n",
" <td>0.958</td>\n",
" <td>5.495</td>\n",
" <td>1.782</td>\n",
" <td>0.45187</td>\n",
" <td>0.26459</td>\n",
" <td>0.46576</td>\n",
" <td>0.34130</td>\n",
" <td>0.15422</td>\n",
" <td>0.09030</td>\n",
" <td>-0.948445</td>\n",
" <td>0.55459</td>\n",
" </tr>\n",
" <tr>\n",
" <th>253</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.804724</td>\n",
" <td>1.76</td>\n",
" <td>6300</td>\n",
" <td>-0.189163</td>\n",
" <td>0.571</td>\n",
" <td>22.272</td>\n",
" <td>0.724</td>\n",
" <td>0.37994</td>\n",
" <td>0.24510</td>\n",
" <td>-0.11109</td>\n",
" <td>0.18595</td>\n",
" <td>0.07065</td>\n",
" <td>0.04558</td>\n",
" <td>0.893</td>\n",
" <td>21.748</td>\n",
" <td>1.617</td>\n",
" <td>0.40799</td>\n",
" <td>0.25718</td>\n",
" <td>0.46423</td>\n",
" <td>0.28219</td>\n",
" <td>0.11513</td>\n",
" <td>0.07257</td>\n",
" <td>-1.002836</td>\n",
" <td>0.57532</td>\n",
" </tr>\n",
" <tr>\n",
" <th>254</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.818621</td>\n",
" <td>1.76</td>\n",
" <td>6200</td>\n",
" <td>-0.165007</td>\n",
" <td>0.550</td>\n",
" <td>12.893</td>\n",
" <td>0.783</td>\n",
" <td>0.38173</td>\n",
" <td>0.29400</td>\n",
" <td>-0.12988</td>\n",
" <td>0.14462</td>\n",
" <td>0.05521</td>\n",
" <td>0.04252</td>\n",
" <td>0.872</td>\n",
" <td>12.521</td>\n",
" <td>2.032</td>\n",
" <td>0.42399</td>\n",
" <td>0.31817</td>\n",
" <td>0.46582</td>\n",
" <td>0.21790</td>\n",
" <td>0.09239</td>\n",
" <td>0.06933</td>\n",
" <td>-1.053215</td>\n",
" <td>0.59570</td>\n",
" </tr>\n",
" <tr>\n",
" <th>255</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.832745</td>\n",
" <td>1.76</td>\n",
" <td>6100</td>\n",
" <td>-0.142059</td>\n",
" <td>0.401</td>\n",
" <td>7.692</td>\n",
" <td>0.777</td>\n",
" <td>0.47719</td>\n",
" <td>0.41874</td>\n",
" <td>-0.14587</td>\n",
" <td>0.10660</td>\n",
" <td>0.05087</td>\n",
" <td>0.04464</td>\n",
" <td>0.653</td>\n",
" <td>7.692</td>\n",
" <td>2.372</td>\n",
" <td>0.52149</td>\n",
" <td>0.43718</td>\n",
" <td>0.46899</td>\n",
" <td>0.16404</td>\n",
" <td>0.08555</td>\n",
" <td>0.07172</td>\n",
" <td>-1.098903</td>\n",
" <td>0.61486</td>\n",
" </tr>\n",
" <tr>\n",
" <th>256</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.847102</td>\n",
" <td>1.76</td>\n",
" <td>6000</td>\n",
" <td>-0.117840</td>\n",
" <td>0.198</td>\n",
" <td>4.617</td>\n",
" <td>0.795</td>\n",
" <td>0.57818</td>\n",
" <td>0.34454</td>\n",
" <td>-0.15996</td>\n",
" <td>0.06508</td>\n",
" <td>0.03763</td>\n",
" <td>0.02242</td>\n",
" <td>0.326</td>\n",
" <td>3.566</td>\n",
" <td>2.292</td>\n",
" <td>0.54463</td>\n",
" <td>0.31139</td>\n",
" <td>0.47002</td>\n",
" <td>0.11201</td>\n",
" <td>0.06100</td>\n",
" <td>0.03488</td>\n",
" <td>-1.136429</td>\n",
" <td>0.62998</td>\n",
" </tr>\n",
" <tr>\n",
" <th>257</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.856255</td>\n",
" <td>1.97</td>\n",
" <td>6700</td>\n",
" <td>-0.105069</td>\n",
" <td>1.083</td>\n",
" <td>10.111</td>\n",
" <td>1.939</td>\n",
" <td>0.59945</td>\n",
" <td>0.44311</td>\n",
" <td>-0.52044</td>\n",
" <td>0.29537</td>\n",
" <td>0.17706</td>\n",
" <td>0.13088</td>\n",
" <td>1.655</td>\n",
" <td>7.699</td>\n",
" <td>3.348</td>\n",
" <td>0.59796</td>\n",
" <td>0.43752</td>\n",
" <td>-0.02785</td>\n",
" <td>0.46628</td>\n",
" <td>0.27882</td>\n",
" <td>0.20401</td>\n",
" <td>-1.283955</td>\n",
" <td>0.49259</td>\n",
" </tr>\n",
" <tr>\n",
" <th>258</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.869317</td>\n",
" <td>1.97</td>\n",
" <td>6600</td>\n",
" <td>-0.081770</td>\n",
" <td>0.999</td>\n",
" <td>9.768</td>\n",
" <td>1.459</td>\n",
" <td>0.60264</td>\n",
" <td>0.41551</td>\n",
" <td>-0.55342</td>\n",
" <td>0.28116</td>\n",
" <td>0.16943</td>\n",
" <td>0.11682</td>\n",
" <td>1.561</td>\n",
" <td>7.067</td>\n",
" <td>2.337</td>\n",
" <td>0.60863</td>\n",
" <td>0.41796</td>\n",
" <td>-0.04567</td>\n",
" <td>0.44017</td>\n",
" <td>0.26790</td>\n",
" <td>0.18397</td>\n",
" <td>-1.340433</td>\n",
" <td>0.50775</td>\n",
" </tr>\n",
" <tr>\n",
" <th>259</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.882578</td>\n",
" <td>1.97</td>\n",
" <td>6500</td>\n",
" <td>-0.059299</td>\n",
" <td>0.906</td>\n",
" <td>7.618</td>\n",
" <td>1.026</td>\n",
" <td>0.59472</td>\n",
" <td>0.37127</td>\n",
" <td>-0.58380</td>\n",
" <td>0.26251</td>\n",
" <td>0.15612</td>\n",
" <td>0.09746</td>\n",
" <td>1.397</td>\n",
" <td>5.533</td>\n",
" <td>1.848</td>\n",
" <td>0.61087</td>\n",
" <td>0.37923</td>\n",
" <td>-0.05909</td>\n",
" <td>0.40492</td>\n",
" <td>0.24735</td>\n",
" <td>0.15356</td>\n",
" <td>-1.397101</td>\n",
" <td>0.52471</td>\n",
" </tr>\n",
" <tr>\n",
" <th>260</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.896045</td>\n",
" <td>1.97</td>\n",
" <td>6400</td>\n",
" <td>-0.035476</td>\n",
" <td>0.780</td>\n",
" <td>5.450</td>\n",
" <td>0.640</td>\n",
" <td>0.55093</td>\n",
" <td>0.32709</td>\n",
" <td>-0.61137</td>\n",
" <td>0.23820</td>\n",
" <td>0.13123</td>\n",
" <td>0.07791</td>\n",
" <td>1.174</td>\n",
" <td>7.003</td>\n",
" <td>1.195</td>\n",
" <td>0.57741</td>\n",
" <td>0.33682</td>\n",
" <td>-0.06672</td>\n",
" <td>0.35973</td>\n",
" <td>0.20771</td>\n",
" <td>0.12117</td>\n",
" <td>-1.455577</td>\n",
" <td>0.54465</td>\n",
" </tr>\n",
" <tr>\n",
" <th>261</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.909724</td>\n",
" <td>1.97</td>\n",
" <td>6300</td>\n",
" <td>-0.012477</td>\n",
" <td>0.648</td>\n",
" <td>4.101</td>\n",
" <td>0.492</td>\n",
" <td>0.47408</td>\n",
" <td>0.26626</td>\n",
" <td>-0.63665</td>\n",
" <td>0.20693</td>\n",
" <td>0.09810</td>\n",
" <td>0.05510</td>\n",
" <td>0.948</td>\n",
" <td>5.250</td>\n",
" <td>0.758</td>\n",
" <td>0.50890</td>\n",
" <td>0.28230</td>\n",
" <td>-0.06995</td>\n",
" <td>0.30249</td>\n",
" <td>0.15394</td>\n",
" <td>0.08539</td>\n",
" <td>-1.515035</td>\n",
" <td>0.56670</td>\n",
" </tr>\n",
" <tr>\n",
" <th>262</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.923621</td>\n",
" <td>1.97</td>\n",
" <td>6200</td>\n",
" <td>0.013082</td>\n",
" <td>0.515</td>\n",
" <td>3.201</td>\n",
" <td>0.301</td>\n",
" <td>0.38228</td>\n",
" <td>0.23183</td>\n",
" <td>-0.65919</td>\n",
" <td>0.17230</td>\n",
" <td>0.06587</td>\n",
" <td>0.03995</td>\n",
" <td>0.743</td>\n",
" <td>22.272</td>\n",
" <td>0.539</td>\n",
" <td>0.43020</td>\n",
" <td>0.26717</td>\n",
" <td>-0.07023</td>\n",
" <td>0.24009</td>\n",
" <td>0.10329</td>\n",
" <td>0.06415</td>\n",
" <td>-1.572078</td>\n",
" <td>0.58896</td>\n",
" </tr>\n",
" <tr>\n",
" <th>263</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.937745</td>\n",
" <td>1.97</td>\n",
" <td>6100</td>\n",
" <td>0.036948</td>\n",
" <td>0.401</td>\n",
" <td>1.817</td>\n",
" <td>0.258</td>\n",
" <td>0.35777</td>\n",
" <td>0.28327</td>\n",
" <td>-0.67747</td>\n",
" <td>0.13722</td>\n",
" <td>0.04909</td>\n",
" <td>0.03887</td>\n",
" <td>0.568</td>\n",
" <td>12.342</td>\n",
" <td>0.436</td>\n",
" <td>0.43097</td>\n",
" <td>0.34551</td>\n",
" <td>-0.06576</td>\n",
" <td>0.18130</td>\n",
" <td>0.07814</td>\n",
" <td>0.06264</td>\n",
" <td>-1.625621</td>\n",
" <td>0.61171</td>\n",
" </tr>\n",
" <tr>\n",
" <th>264</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.952102</td>\n",
" <td>1.97</td>\n",
" <td>6000</td>\n",
" <td>0.062285</td>\n",
" <td>0.313</td>\n",
" <td>1.137</td>\n",
" <td>0.218</td>\n",
" <td>0.41977</td>\n",
" <td>0.39978</td>\n",
" <td>-0.69274</td>\n",
" <td>0.10063</td>\n",
" <td>0.04224</td>\n",
" <td>0.04023</td>\n",
" <td>0.481</td>\n",
" <td>10.374</td>\n",
" <td>0.335</td>\n",
" <td>0.53403</td>\n",
" <td>0.49281</td>\n",
" <td>-0.05949</td>\n",
" <td>0.12897</td>\n",
" <td>0.06887</td>\n",
" <td>0.06356</td>\n",
" <td>-1.674277</td>\n",
" <td>0.63325</td>\n",
" </tr>\n",
" <tr>\n",
" <th>265</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.966701</td>\n",
" <td>1.97</td>\n",
" <td>5900</td>\n",
" <td>0.087256</td>\n",
" <td>0.200</td>\n",
" <td>0.965</td>\n",
" <td>0.249</td>\n",
" <td>0.58859</td>\n",
" <td>0.54234</td>\n",
" <td>-0.70565</td>\n",
" <td>0.06354</td>\n",
" <td>0.03740</td>\n",
" <td>0.03446</td>\n",
" <td>0.331</td>\n",
" <td>5.450</td>\n",
" <td>0.317</td>\n",
" <td>0.69893</td>\n",
" <td>0.61223</td>\n",
" <td>-0.05232</td>\n",
" <td>0.08707</td>\n",
" <td>0.06085</td>\n",
" <td>0.05331</td>\n",
" <td>-1.718311</td>\n",
" <td>0.65333</td>\n",
" </tr>\n",
" <tr>\n",
" <th>266</th>\n",
" <td>0.80</td>\n",
" <td>0.245</td>\n",
" <td>0.0001</td>\n",
" <td>0.981549</td>\n",
" <td>1.97</td>\n",
" <td>5800</td>\n",
" <td>0.111384</td>\n",
" <td>0.087</td>\n",
" <td>1.326</td>\n",
" <td>0.331</td>\n",
" <td>0.59736</td>\n",
" <td>0.33731</td>\n",
" <td>-0.71688</td>\n",
" <td>0.03155</td>\n",
" <td>0.01885</td>\n",
" <td>0.01064</td>\n",
" <td>0.143</td>\n",
" <td>3.167</td>\n",
" <td>0.407</td>\n",
" <td>0.59650</td>\n",
" <td>0.32057</td>\n",
" <td>-0.04548</td>\n",
" <td>0.05060</td>\n",
" <td>0.03019</td>\n",
" <td>0.01622</td>\n",
" <td>-1.757550</td>\n",
" <td>0.67140</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>267 rows × 27 columns</p>\n",
"</div>"
],
"text/plain": [
" M Y Z logR logL Teff logP I_Amplitude \\\n",
"0 0.51 0.270 0.0200 0.703387 1.69 6800 -0.193277 0.559 \n",
"1 0.51 0.270 0.0200 0.716255 1.69 6700 -0.171488 0.718 \n",
"2 0.51 0.270 0.0200 0.742578 1.69 6500 -0.126813 0.675 \n",
"3 0.51 0.270 0.0200 0.748387 1.78 6800 -0.129912 0.777 \n",
"4 0.51 0.270 0.0200 0.761255 1.78 6700 -0.108189 0.823 \n",
"5 0.51 0.270 0.0200 0.783621 1.69 6200 -0.057967 0.487 \n",
"6 0.51 0.270 0.0200 0.787578 1.78 6500 -0.062136 0.771 \n",
"7 0.51 0.270 0.0200 0.814724 1.78 6300 -0.084658 0.568 \n",
"8 0.51 0.270 0.0200 0.826701 1.69 5900 0.012225 0.174 \n",
"9 0.51 0.270 0.0200 0.842745 1.78 6100 0.031417 0.420 \n",
"10 0.51 0.270 0.0200 0.856655 1.69 5700 0.063802 0.168 \n",
"11 0.51 0.270 0.0200 0.871701 1.78 5900 0.085119 0.267 \n",
"12 0.51 0.270 0.0200 0.917029 1.78 5600 0.159363 0.467 \n",
"13 0.53 0.250 0.0040 0.763387 1.81 6800 -0.120669 0.830 \n",
"14 0.53 0.250 0.0040 0.776255 1.81 6700 -0.101527 0.815 \n",
"15 0.53 0.250 0.0040 0.802578 1.81 6500 -0.053489 0.749 \n",
"16 0.53 0.250 0.0040 0.816045 1.81 6400 -0.030281 0.672 \n",
"17 0.53 0.250 0.0040 0.857745 1.81 6100 0.038656 0.438 \n",
"18 0.53 0.250 0.0040 0.872102 1.81 6000 0.062048 0.293 \n",
"19 0.53 0.250 0.0040 0.901549 1.81 5800 0.119503 0.333 \n",
"20 0.53 0.250 0.0040 0.916655 1.81 5700 0.144867 0.357 \n",
"21 0.54 0.270 0.0200 0.603387 1.49 6800 -0.379468 0.769 \n",
"22 0.54 0.270 0.0200 0.616255 1.49 6700 -0.355680 0.673 \n",
"23 0.54 0.270 0.0200 0.642578 1.49 6500 -0.312890 0.557 \n",
"24 0.54 0.270 0.0200 0.854317 1.94 6600 0.047442 0.228 \n",
"25 0.54 0.270 0.0200 0.881045 1.94 6400 0.093971 0.667 \n",
"26 0.54 0.270 0.0200 0.908621 1.94 6200 0.141020 0.873 \n",
"27 0.54 0.270 0.0200 0.937102 1.94 6000 0.196038 0.937 \n",
"28 0.54 0.270 0.0200 0.981655 1.94 5700 0.268505 0.920 \n",
"29 0.54 0.270 0.0200 1.028617 1.94 5400 0.344377 0.610 \n",
".. ... ... ... ... ... ... ... ... \n",
"237 0.72 0.245 0.0003 0.798621 1.72 6200 -0.165853 0.536 \n",
"238 0.72 0.245 0.0003 0.812745 1.72 6100 -0.142029 0.364 \n",
"239 0.72 0.245 0.0003 0.827102 1.72 6000 -0.117498 0.205 \n",
"240 0.72 0.245 0.0003 0.866255 1.99 6700 -0.053902 0.995 \n",
"241 0.72 0.245 0.0003 0.879317 1.99 6600 -0.031274 0.902 \n",
"242 0.72 0.245 0.0003 0.892578 1.99 6500 -0.007690 0.839 \n",
"243 0.72 0.245 0.0003 0.906045 1.99 6400 0.015263 0.733 \n",
"244 0.72 0.245 0.0003 0.919724 1.99 6300 0.039941 0.607 \n",
"245 0.72 0.245 0.0003 0.933621 1.99 6200 0.065367 0.518 \n",
"246 0.72 0.245 0.0003 0.947745 1.99 6100 0.089474 0.422 \n",
"247 0.72 0.245 0.0003 0.976701 1.99 5900 0.140671 0.243 \n",
"248 0.72 0.245 0.0003 0.991549 1.99 5800 0.164499 0.098 \n",
"249 0.72 0.245 0.0003 1.006655 1.99 5700 0.190298 0.085 \n",
"250 0.80 0.245 0.0001 0.764317 1.76 6600 -0.258533 0.871 \n",
"251 0.80 0.245 0.0001 0.777578 1.76 6500 -0.235794 0.779 \n",
"252 0.80 0.245 0.0001 0.791045 1.76 6400 -0.212362 0.634 \n",
"253 0.80 0.245 0.0001 0.804724 1.76 6300 -0.189163 0.571 \n",
"254 0.80 0.245 0.0001 0.818621 1.76 6200 -0.165007 0.550 \n",
"255 0.80 0.245 0.0001 0.832745 1.76 6100 -0.142059 0.401 \n",
"256 0.80 0.245 0.0001 0.847102 1.76 6000 -0.117840 0.198 \n",
"257 0.80 0.245 0.0001 0.856255 1.97 6700 -0.105069 1.083 \n",
"258 0.80 0.245 0.0001 0.869317 1.97 6600 -0.081770 0.999 \n",
"259 0.80 0.245 0.0001 0.882578 1.97 6500 -0.059299 0.906 \n",
"260 0.80 0.245 0.0001 0.896045 1.97 6400 -0.035476 0.780 \n",
"261 0.80 0.245 0.0001 0.909724 1.97 6300 -0.012477 0.648 \n",
"262 0.80 0.245 0.0001 0.923621 1.97 6200 0.013082 0.515 \n",
"263 0.80 0.245 0.0001 0.937745 1.97 6100 0.036948 0.401 \n",
"264 0.80 0.245 0.0001 0.952102 1.97 6000 0.062285 0.313 \n",
"265 0.80 0.245 0.0001 0.966701 1.97 5900 0.087256 0.200 \n",
"266 0.80 0.245 0.0001 0.981549 1.97 5800 0.111384 0.087 \n",
"\n",
" I_Skewness I_acuteness I_R21 I_R31 I_M0 I_A1 I_A2 \\\n",
"0 2.861 1.050 0.42623 0.15796 0.05924 0.22846 0.09738 \n",
"1 3.367 0.722 0.50501 0.18393 0.04762 0.26268 0.13266 \n",
"2 2.378 0.564 0.46435 0.09312 0.00054 0.25583 0.11879 \n",
"3 3.951 0.843 0.56812 0.26671 -0.12087 0.27542 0.15647 \n",
"4 5.023 0.676 0.57457 0.26034 -0.14430 0.27702 0.15917 \n",
"5 0.792 0.390 0.34113 0.11860 -0.06622 0.18754 0.06397 \n",
"6 3.292 0.528 0.47134 0.20958 -0.19560 0.26223 0.12360 \n",
"7 1.958 0.410 0.21090 0.15094 -0.21107 0.22842 0.04817 \n",
"8 0.602 0.449 0.75683 0.23011 -0.12089 0.05483 0.04150 \n",
"9 0.859 0.410 0.36527 0.21160 -0.28265 0.14647 0.05350 \n",
"10 0.698 0.875 0.52715 0.31480 -0.14543 0.05803 0.03059 \n",
"11 0.916 0.868 0.58495 0.52046 -0.31499 0.08653 0.05062 \n",
"12 1.841 0.678 0.23838 0.18320 -0.34521 0.16478 0.03928 \n",
"13 7.922 1.032 0.59776 0.27514 -0.17414 0.28213 0.16865 \n",
"14 7.198 0.703 0.60804 0.25236 -0.19708 0.27569 0.16763 \n",
"15 3.568 0.521 0.53195 0.18787 -0.25434 0.24676 0.13126 \n",
"16 2.832 0.402 0.42403 0.12638 -0.27887 0.22953 0.09733 \n",
"17 0.855 0.385 0.35412 0.18332 -0.33479 0.15046 0.05328 \n",
"18 0.672 0.383 0.52944 0.25315 -0.35173 0.09433 0.04994 \n",
"19 1.632 0.730 0.22643 0.45844 -0.38044 0.11221 0.02541 \n",
"20 1.725 0.914 0.16406 0.28056 -0.38932 0.11852 0.01944 \n",
"21 5.537 1.286 0.49388 0.28580 0.57454 0.26216 0.12947 \n",
"22 4.778 0.868 0.47027 0.24633 0.54426 0.24554 0.11547 \n",
"23 3.292 0.585 0.39826 0.18453 0.49462 0.21464 0.08548 \n",
"24 1.212 0.969 0.13168 0.04078 -0.62927 0.11144 0.01467 \n",
"25 1.304 1.081 0.19563 0.14001 -0.64452 0.26188 0.05123 \n",
"26 1.638 1.460 0.12074 0.23725 -0.66773 0.29626 0.03577 \n",
"27 1.802 0.670 0.10317 0.25269 -0.69648 0.34769 0.03587 \n",
"28 1.632 0.436 0.23751 0.08717 -0.73801 0.34926 0.08295 \n",
"29 3.407 0.581 0.33543 0.12322 -0.78262 0.23542 0.07896 \n",
".. ... ... ... ... ... ... ... \n",
"237 23.396 0.733 0.39604 0.35389 -0.04232 0.13392 0.05304 \n",
"238 17.165 0.538 0.49204 0.40611 -0.05868 0.10115 0.04977 \n",
"239 5.899 0.645 0.58835 0.38136 -0.07248 0.06426 0.03781 \n",
"240 7.067 1.520 0.60789 0.43525 -0.58930 0.29271 0.17793 \n",
"241 8.439 1.185 0.56929 0.41883 -0.62029 0.28069 0.15979 \n",
"242 7.403 0.832 0.53123 0.36637 -0.65084 0.26064 0.13846 \n",
"243 5.250 0.469 0.49549 0.26588 -0.67788 0.24007 0.11895 \n",
"244 3.311 0.356 0.43788 0.16594 -0.70141 0.21402 0.09372 \n",
"245 2.195 0.332 0.37301 0.17504 -0.72308 0.18169 0.06777 \n",
"246 1.519 0.270 0.36014 0.25326 -0.74088 0.14751 0.05312 \n",
"247 0.562 0.367 0.70325 0.12131 -0.76971 0.07246 0.05096 \n",
"248 0.468 0.433 0.92010 0.16410 -0.78125 0.02933 0.02699 \n",
"249 0.681 1.904 0.44178 0.20969 -0.79104 0.03206 0.01416 \n",
"250 7.930 1.417 0.44745 0.27899 -0.03479 0.28155 0.12598 \n",
"251 7.333 1.189 0.44049 0.26972 -0.06307 0.25346 0.11165 \n",
"252 7.198 0.883 0.43431 0.25788 -0.08883 0.21994 0.09552 \n",
"253 22.272 0.724 0.37994 0.24510 -0.11109 0.18595 0.07065 \n",
"254 12.893 0.783 0.38173 0.29400 -0.12988 0.14462 0.05521 \n",
"255 7.692 0.777 0.47719 0.41874 -0.14587 0.10660 0.05087 \n",
"256 4.617 0.795 0.57818 0.34454 -0.15996 0.06508 0.03763 \n",
"257 10.111 1.939 0.59945 0.44311 -0.52044 0.29537 0.17706 \n",
"258 9.768 1.459 0.60264 0.41551 -0.55342 0.28116 0.16943 \n",
"259 7.618 1.026 0.59472 0.37127 -0.58380 0.26251 0.15612 \n",
"260 5.450 0.640 0.55093 0.32709 -0.61137 0.23820 0.13123 \n",
"261 4.101 0.492 0.47408 0.26626 -0.63665 0.20693 0.09810 \n",
"262 3.201 0.301 0.38228 0.23183 -0.65919 0.17230 0.06587 \n",
"263 1.817 0.258 0.35777 0.28327 -0.67747 0.13722 0.04909 \n",
"264 1.137 0.218 0.41977 0.39978 -0.69274 0.10063 0.04224 \n",
"265 0.965 0.249 0.58859 0.54234 -0.70565 0.06354 0.03740 \n",
"266 1.326 0.331 0.59736 0.33731 -0.71688 0.03155 0.01885 \n",
"\n",
" I_A3 V_Amplitude V_Skewness V_acuteness V_R21 V_R31 V_M0 \\\n",
"0 0.03609 0.918 2.906 1.494 0.43042 0.16073 0.49791 \n",
"1 0.04831 1.171 3.424 1.215 0.51551 0.18787 0.51938 \n",
"2 0.02382 1.077 2.345 0.630 0.48701 0.09424 0.52149 \n",
"3 0.07346 1.232 5.174 1.589 0.57436 0.26864 0.32979 \n",
"4 0.07212 1.295 5.170 1.120 0.58838 0.26230 0.33093 \n",
"5 0.02224 0.662 0.789 0.414 0.40328 0.13077 0.52754 \n",
"6 0.05496 1.171 3.545 0.642 0.49633 0.20850 0.32541 \n",
"7 0.03448 0.831 1.832 0.517 0.22102 0.16288 0.36505 \n",
"8 0.01262 0.246 0.534 0.459 0.85074 0.25241 0.54403 \n",
"9 0.03099 0.570 0.852 0.454 0.47451 0.25367 0.32964 \n",
"10 0.01827 0.268 0.761 0.597 0.48077 0.28619 0.57550 \n",
"11 0.04504 0.413 0.972 0.833 0.70009 0.61172 0.34705 \n",
"12 0.03019 0.798 1.809 0.989 0.25475 0.17505 0.40774 \n",
"13 0.07763 1.318 7.473 2.009 0.60037 0.27928 0.27959 \n",
"14 0.06957 1.282 7.552 1.764 0.61797 0.25833 0.27672 \n",
"15 0.04636 1.114 3.807 0.615 0.55722 0.18229 0.26504 \n",
"16 0.02901 0.977 3.082 0.567 0.45591 0.11595 0.26271 \n",
"17 0.02758 0.572 0.832 0.420 0.47780 0.22391 0.27206 \n",
"18 0.02388 0.391 0.727 0.420 0.72227 0.31971 0.27577 \n",
"19 0.05144 0.544 1.463 0.887 0.23487 0.51058 0.30650 \n",
"20 0.03325 0.620 1.703 1.435 0.16677 0.26416 0.32103 \n",
"21 0.07492 1.243 5.413 1.921 0.50286 0.29203 1.02933 \n",
"22 0.06048 1.083 4.845 1.452 0.48263 0.25510 1.02058 \n",
"23 0.03961 0.843 3.348 0.877 0.41739 0.19734 1.01595 \n",
"24 0.00454 0.369 1.326 0.997 0.12888 0.04054 -0.15596 \n",
"25 0.03667 1.048 1.293 1.220 0.17039 0.14392 -0.10032 \n",
"26 0.07029 1.409 1.632 2.106 0.12142 0.25317 -0.05986 \n",
"27 0.08786 1.493 1.809 0.865 0.12283 0.26512 -0.01619 \n",
"28 0.03044 1.312 4.288 0.532 0.27425 0.09149 0.02824 \n",
"29 0.02901 0.988 3.311 0.791 0.37894 0.13362 0.05063 \n",
".. ... ... ... ... ... ... ... \n",
"237 0.04739 0.848 19.868 1.674 0.44942 0.39127 0.54919 \n",
"238 0.04108 0.581 10.896 1.548 0.55988 0.44299 0.55341 \n",
"239 0.02450 0.336 4.465 2.119 0.57834 0.35829 0.55629 \n",
"240 0.12740 1.563 6.997 3.214 0.62065 0.43462 -0.10604 \n",
"241 0.11756 1.421 6.043 2.211 0.58889 0.42532 -0.11941 \n",
"242 0.09549 1.304 7.403 1.250 0.55367 0.38012 -0.13092 \n",
"243 0.06383 1.101 5.368 1.007 0.51770 0.28219 -0.13727 \n",
"244 0.03551 0.863 4.000 0.449 0.46524 0.18899 -0.13823 \n",
"245 0.03180 0.694 2.195 0.376 0.41642 0.21922 -0.13637 \n",
"246 0.03736 0.548 1.817 0.297 0.44302 0.32195 -0.13187 \n",
"247 0.00879 0.303 0.524 0.361 0.91346 0.14727 -0.11734 \n",
"248 0.00481 0.144 2.877 0.458 1.04604 0.18032 -0.11000 \n",
"249 0.00672 0.141 0.686 0.734 0.43210 0.19900 -0.09955 \n",
"250 0.07855 1.394 8.439 2.690 0.45533 0.28131 0.47526 \n",
"251 0.06836 1.198 7.545 2.370 0.45273 0.27441 0.46865 \n",
"252 0.05672 0.958 5.495 1.782 0.45187 0.26459 0.46576 \n",
"253 0.04558 0.893 21.748 1.617 0.40799 0.25718 0.46423 \n",
"254 0.04252 0.872 12.521 2.032 0.42399 0.31817 0.46582 \n",
"255 0.04464 0.653 7.692 2.372 0.52149 0.43718 0.46899 \n",
"256 0.02242 0.326 3.566 2.292 0.54463 0.31139 0.47002 \n",
"257 0.13088 1.655 7.699 3.348 0.59796 0.43752 -0.02785 \n",
"258 0.11682 1.561 7.067 2.337 0.60863 0.41796 -0.04567 \n",
"259 0.09746 1.397 5.533 1.848 0.61087 0.37923 -0.05909 \n",
"260 0.07791 1.174 7.003 1.195 0.57741 0.33682 -0.06672 \n",
"261 0.05510 0.948 5.250 0.758 0.50890 0.28230 -0.06995 \n",
"262 0.03995 0.743 22.272 0.539 0.43020 0.26717 -0.07023 \n",
"263 0.03887 0.568 12.342 0.436 0.43097 0.34551 -0.06576 \n",
"264 0.04023 0.481 10.374 0.335 0.53403 0.49281 -0.05949 \n",
"265 0.03446 0.331 5.450 0.317 0.69893 0.61223 -0.05232 \n",
"266 0.01064 0.143 3.167 0.407 0.59650 0.32057 -0.04548 \n",
"\n",
" V_A1 V_A2 V_A3 W VI \n",
"0 0.37257 0.16036 0.05988 -0.620699 0.43867 \n",
"1 0.41861 0.21580 0.07864 -0.683608 0.47176 \n",
"2 0.39164 0.19073 0.03691 -0.806933 0.52095 \n",
"3 0.43871 0.25198 0.11785 -0.819393 0.45066 \n",
"4 0.43359 0.25512 0.11373 -0.880907 0.47523 \n",
"5 0.27259 0.10993 0.03565 -0.986548 0.59376 \n",
"6 0.39389 0.19550 0.08212 -1.003165 0.52101 \n",
"7 0.33738 0.07457 0.05495 -1.104056 0.57612 \n",
"8 0.07923 0.06740 0.02000 -1.151516 0.66492 \n",
"9 0.19845 0.09416 0.05034 -1.231699 0.61229 \n",
"10 0.09803 0.04713 0.02805 -1.262872 0.72093 \n",
"11 0.11566 0.08097 0.07075 -1.341152 0.66204 \n",
"12 0.25547 0.06508 0.04472 -1.512282 0.75295 \n",
"13 0.44657 0.26811 0.12472 -0.877422 0.45373 \n",
"14 0.43017 0.26583 0.11113 -0.931470 0.47380 \n",
"15 0.36801 0.20506 0.06709 -1.059379 0.51938 \n",
"16 0.33162 0.15119 0.03845 -1.118319 0.54158 \n",
"17 0.19700 0.09413 0.04411 -1.275408 0.60685 \n",
"18 0.11933 0.08619 0.03815 -1.324355 0.62750 \n",
"19 0.15681 0.03683 0.08006 -1.445197 0.68694 \n",
"20 0.19399 0.03235 0.05124 -1.490363 0.71035 \n",
"21 0.42024 0.21132 0.12272 -0.130384 0.45479 \n",
"22 0.39116 0.18879 0.09979 -0.194036 0.47632 \n",
"23 0.32916 0.13739 0.06496 -0.313441 0.52133 \n",
"24 0.18273 0.02355 0.00741 -1.362901 0.47331 \n",
"25 0.41385 0.07051 0.05956 -1.488030 0.54420 \n",
"26 0.45114 0.05478 0.11422 -1.609929 0.60787 \n",
"27 0.50275 0.06175 0.13329 -1.750930 0.68029 \n",
"28 0.49184 0.13489 0.04500 -1.925698 0.76625 \n",
"29 0.33476 0.12686 0.04473 -2.074158 0.83325 \n",
".. ... ... ... ... ... \n",
"237 0.19735 0.08869 0.07722 -0.959160 0.59151 \n",
"238 0.14933 0.08361 0.06615 -1.007420 0.61209 \n",
"239 0.10737 0.06210 0.03847 -1.047073 0.62877 \n",
"240 0.45668 0.28344 0.19848 -1.338353 0.48326 \n",
"241 0.43345 0.25525 0.18435 -1.396654 0.50088 \n",
"242 0.39597 0.21923 0.15051 -1.456716 0.51992 \n",
"243 0.35601 0.18431 0.10046 -1.515826 0.54061 \n",
"244 0.30566 0.14220 0.05777 -1.574339 0.56318 \n",
"245 0.24593 0.10241 0.05391 -1.632481 0.58671 \n",
"246 0.18961 0.08400 0.06105 -1.684845 0.60901 \n",
"247 0.09184 0.08389 0.01353 -1.780883 0.65237 \n",
"248 0.04178 0.04370 0.00753 -1.821688 0.67125 \n",
"249 0.05226 0.02258 0.01040 -1.862849 0.69149 \n",
"250 0.44799 0.20398 0.12602 -0.825368 0.51005 \n",
"251 0.39995 0.18107 0.10975 -0.887236 0.53172 \n",
"252 0.34130 0.15422 0.09030 -0.948445 0.55459 \n",
"253 0.28219 0.11513 0.07257 -1.002836 0.57532 \n",
"254 0.21790 0.09239 0.06933 -1.053215 0.59570 \n",
"255 0.16404 0.08555 0.07172 -1.098903 0.61486 \n",
"256 0.11201 0.06100 0.03488 -1.136429 0.62998 \n",
"257 0.46628 0.27882 0.20401 -1.283955 0.49259 \n",
"258 0.44017 0.26790 0.18397 -1.340433 0.50775 \n",
"259 0.40492 0.24735 0.15356 -1.397101 0.52471 \n",
"260 0.35973 0.20771 0.12117 -1.455577 0.54465 \n",
"261 0.30249 0.15394 0.08539 -1.515035 0.56670 \n",
"262 0.24009 0.10329 0.06415 -1.572078 0.58896 \n",
"263 0.18130 0.07814 0.06264 -1.625621 0.61171 \n",
"264 0.12897 0.06887 0.06356 -1.674277 0.63325 \n",
"265 0.08707 0.06085 0.05331 -1.718311 0.65333 \n",
"266 0.05060 0.03019 0.01622 -1.757550 0.67140 \n",
"\n",
"[267 rows x 27 columns]"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"DF = pd.read_table('../regression/classical/models_rrab.dat', sep='\\t')\n",
"DF.drop(columns=['Mode'], inplace=True)\n",
"DF = DF[DF['M'] < 9]\n",
"pd.set_option('display.max_columns', 500)\n",
"\n",
"DF['Period'] = np.log10(DF['Period'])\n",
"DF.rename(columns={'Period':'logP'}, inplace=True)\n",
"\n",
"DF['W'] = DF['I_M0'] - 1.55 * (DF['V_M0'] - DF['I_M0'])\n",
"DF['VI'] = DF['V_M0'] - DF['I_M0']\n",
"\n",
"DF['logR'] = np.log10(np.sqrt(10**DF['logL']) * (DF['Teff']/5777)**-2)\n",
"\n",
"# five models apparently failed to produce correct periods; let's drop them \n",
"DF = DF.drop(np.argmin(DF['logP']))\n",
"DF = DF.drop(np.argmin(DF['logP']))\n",
"DF = DF.drop(np.argmin(DF['logP']))\n",
"DF = DF.reset_index(drop=True)\n",
"\n",
"DF = DF[np.logical_not(np.logical_and(DF['logP'] > 0.1, DF['logR'] < 0.8))]\n",
"DF = DF.reset_index(drop=True)\n",
"\n",
"print(DF.columns)\n",
"DF"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"y_columns = ['logP', \n",
" 'I_Amplitude', 'I_Skewness', 'I_acuteness', \n",
" 'V_Amplitude', 'V_Skewness', 'V_acuteness', \n",
" 'I_A1', 'I_A2', 'I_A3', \n",
" 'V_A1', 'V_A2', 'V_A3']\n",
"\n",
"X_columns = ['M', 'logR', 'logL', 'Teff', 'I_M0', 'V_M0', 'VI', 'W']#, 'Y', 'Z']"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Visualize grid of models"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x295.429 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(DF['Z'], DF['Y'], '.')\n",
"plt.xlabel('Z')\n",
"plt.ylabel('Y')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x295.429 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.suptitle('RRab H–R Diagram', y=0.99)\n",
"plt.scatter(DF['Teff'], DF['logL'], c=DF['M'], cmap='viridis')\n",
"plt.xlabel('$T_{\\mathrm{eff}}/K$')\n",
"plt.ylabel('$\\log\\;L/$L$_\\odot$')\n",
"plt.colorbar(label='$M/$M$_\\odot$')\n",
"plt.xlim([7100, 4900])\n",
"\n",
"plt.savefig('RRL-HR.pdf', bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x295.429 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.suptitle('RRab P–M Relation', y=0.99)\n",
"plt.scatter(DF['logP'], DF['M'], c=DF['logR'], cmap='viridis')\n",
"plt.xlabel('$\\log\\;P/$days')\n",
"plt.ylabel('$M/$M$_\\odot$')\n",
"plt.colorbar(label='$\\log\\;R/$R$_\\odot$')\n",
"\n",
"plt.savefig('RRL-PMR.pdf', bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x295.429 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.suptitle('RRab P–R Relation')\n",
"plt.scatter(DF['logP'], DF['logR'], c=DF['M'], cmap='viridis')\n",
"plt.ylabel('$\\log\\;R/$R$_\\odot$')\n",
"plt.xlabel('$\\log\\;P/$days')\n",
"plt.colorbar(label='$M/$M$_\\odot$')\n",
"\n",
"plt.savefig('RRL-PRM.pdf', bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x295.429 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.suptitle('RRab P–L Relation')\n",
"plt.scatter(DF['logP'], DF['logL'], c=DF['logR'], cmap='viridis')\n",
"plt.ylabel('$\\log\\;L/$L$_\\odot$')\n",
"plt.xlabel('$\\log\\;P/$days')\n",
"plt.colorbar(label='$\\log\\;R/$R$_\\odot$')\n",
"\n",
"plt.savefig('PL.pdf', bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x295.429 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.scatter(DF['I_A2'], DF['Teff'], c=DF['logP'])\n",
"plt.xlabel('$I$-band $A_2$')\n",
"plt.ylabel('$T_{\\\\rm{eff}}/$K')\n",
"plt.colorbar(label='$\\log\\;P/$days')\n",
"\n",
"plt.savefig('A2Teff.pdf', bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x295.429 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.scatter(DF['V_A2'], DF['Teff'], c=DF['logP'])\n",
"plt.xlabel('$V$-band $A_2$')\n",
"plt.ylabel('$T_{\\\\rm{eff}}/$K')\n",
"plt.colorbar(label='$\\log\\;P/$days')\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Cross validation"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"np.random.seed(0) \n",
"splits = KFold(n_splits=2, shuffle=True, random_state=0).split(DF)\n",
"\n",
"ml = TransformedTargetRegressor(regressor=Pipeline(\n",
" [('scaler', RobustScaler()), \n",
" ('mlp', MLPRegressor(hidden_layer_sizes=(100, 100), \n",
" max_iter=2000, activation='relu', solver='lbfgs', tol=1e-7))]),\n",
" transformer=RobustScaler())\n",
"lm = LinearRegression()\n",
"\n",
"ml_preds = {} \n",
"lm_preds = {} \n",
"\n",
"for split in splits:\n",
" training_idx, testing_idx = split\n",
" \n",
" ml.fit(DF.iloc[training_idx][y_columns], DF.iloc[training_idx][X_columns])\n",
" ml_pred = ml.predict(DF.iloc[testing_idx][y_columns].values)\n",
" \n",
" lm.fit(DF.iloc[training_idx][['logP']], DF.iloc[training_idx][X_columns])\n",
" lm_pred = lm.predict(DF.iloc[testing_idx]['logP'].values.reshape(-1, 1))\n",
" \n",
" for ii in range(len(testing_idx)):\n",
" ml_preds[testing_idx[ii]] = ml_pred[ii]\n",
" lm_preds[testing_idx[ii]] = lm_pred[ii]\n",
"\n",
"ml_pred = np.array([ml_preds[ii] for ii in range(len(DF))])\n",
"lm_pred = np.array([lm_preds[ii] for ii in range(len(DF))])"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0 [0.88377303 0.92274583]\n",
"1e-05 [0.87434414 0.9393776 ]\n",
"0.0001 [0.80709378 0.92215321]\n",
"0.001 [0.85370639 0.90527932]\n",
"0.01 [0.89290296 0.94416975]\n"
]
}
],
"source": [
"for penalty in [0, 0.00001, 0.0001, 0.001, 0.01]:\n",
" ml = TransformedTargetRegressor(regressor=Pipeline(\n",
" [('scaler', RobustScaler()), \n",
" ('mlp', MLPRegressor(hidden_layer_sizes=(100, 100), \n",
" max_iter=2000, activation='relu', solver='lbfgs', tol=1e-7,\n",
" alpha=penalty))]),\n",
" transformer=RobustScaler())\n",
" print(penalty, cross_val_score(ml, DF[y_columns], DF[X_columns], cv=KFold(n_splits=2, shuffle=True, random_state=0)))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Compute R^2, standard deviations, and percentages of improved estimates "
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"all_r2s = []\n",
"all_sds = []\n",
"\n",
"for pred in (ml_pred, lm_pred):\n",
" \n",
" r2s = []\n",
" sds = []\n",
" \n",
" for idx, name in enumerate(X_columns):\n",
" std = np.array(np.array(pred[:,idx]) - DF[name]).std()\n",
" sds += [std]\n",
" \n",
" SS_tot = np.sum((DF[name] - DF[name].mean())**2)\n",
" SS_res = np.sum((pred[:,idx] - DF[name].values)**2)\n",
" R2 = 1-SS_res/SS_tot\n",
" \n",
" r2s += [R2]\n",
" \n",
" all_r2s += [r2s]\n",
" all_sds += [sds]\n",
"\n",
"all_r2s = np.array(all_r2s)\n",
"all_sds = np.array(all_sds)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"ml_err = []\n",
"lm_err = []\n",
"\n",
"for idx, name in enumerate(X_columns):\n",
" ml_errs = abs(np.array(ml_pred[:,idx]) - DF[name])\n",
" lm_errs = abs(np.array(lm_pred[:,idx]) - DF[name])\n",
" ml_err += [ml_errs]\n",
" lm_err += [lm_errs]\n",
"\n",
"ml_err = np.array(ml_err)\n",
"lm_err = np.array(lm_err)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"M 81\n",
"logR 80\n",
"logL 80\n",
"Teff 84\n",
"I_M0 80\n",
"V_M0 81\n",
"VI 82\n",
"W 81\n"
]
}
],
"source": [
"for idx, name in enumerate(X_columns): \n",
" print(name, int(np.round(((lm_err[idx,:] >= ml_err[idx,:]).sum()) / lm_err.shape[1] * 100, 0))) "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 956.601x265.887 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"labels = ['$M$', '$\\log\\;R$', '$\\log\\;L$', '$T_{\\\\rm{eff}}$', '$M_I$', '$M_V$', '$V-I$', '$W$']#, 'Y', 'Z']\n",
"\n",
"plt.rcParams[\"font.size\"] = 18\n",
"x = np.arange(len(labels)) # the label locations\n",
"width = 0.45 # the width of the bars\n",
"\n",
"fig, ax = plt.subplots(figsize=(6.64306*2,4.10318716*0.9))\n",
"plt.suptitle('RR Lyrae', y=0.99)\n",
"rects1 = ax.bar(x - width/2, all_r2s[0,:], width, label='Machine learning')\n",
"rects2 = ax.bar(x + width/2, all_r2s[1,:], width, label='Linear model')\n",
"\n",
"plt.axhline(1, c='gray', linewidth=1.25, linestyle='--')\n",
"plt.axhline(0, c='gray', linewidth=1.25, linestyle='--')\n",
"\n",
"ax.set_ylabel('$R^2$')\n",
"ax.set_xticks(x)\n",
"ax.set_xticklabels(labels)\n",
"ax.set_ylim([-0.05, 1.15])\n",
"ax.legend(loc='lower right')\n",
"\n",
"def autolabel(rects):\n",
" \"\"\"Attach a text label above each bar in *rects*, displaying its height.\"\"\"\n",
" for rect in rects:\n",
" height = rect.get_height()\n",
" ax.annotate('%.3f' % height,\n",
" xy=(rect.get_x() + rect.get_width() / 2, height),\n",
" xytext=(0, 3), # 3 points vertical offset\n",
" textcoords=\"offset points\",\n",
" ha='center', va='bottom')\n",
"\n",
"plt.rcParams[\"font.size\"] = 12\n",
"autolabel(rects1)\n",
"autolabel(rects2)\n",
"plt.rcParams[\"font.size\"] = 18\n",
"#autolabel(rects3)\n",
"\n",
"plt.savefig('RRL-R2-ML-LM.pdf')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 956.601x265.887 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"labels = ['$M$', '$\\log\\;R$', '$\\log\\;L$', '$T_{\\\\rm{eff}}$', '$M_I$', '$M_V$', '$V-I$', '$W$']#, 'Y', 'Z']\n",
"\n",
"x = np.arange(len(labels))\n",
"width = 0.45\n",
"\n",
"fig, ax = plt.subplots(figsize=(6.64306*2,4.10318716*0.9))\n",
"plt.suptitle('RR Lyrae', y=0.99)\n",
"rects1 = ax.bar(x, (all_sds[1,:] - all_sds[0,:])/all_sds[1,:], width)\n",
"\n",
"ax.set_ylabel('Accuracy improvement\\n$(\\sigma_{\\\\rm{LM}} - \\sigma_{\\\\rm{ML}}) / \\sigma_{\\\\rm{LM}}$')\n",
"ax.set_xticks(x)\n",
"ax.set_xticklabels(labels)\n",
"\n",
"ax.set_ylim([0, 0.8])\n",
"ax.set_yticks([0, 0.2, 0.4, 0.6, 0.8])\n",
"locs, labels = plt.yticks()\n",
"ax.set_yticklabels([str(int(loc*100)) + '%' for loc in locs])\n",
"\n",
"def autolabel(rects):\n",
" for rect in rects:\n",
" height = rect.get_height()\n",
" ax.annotate('%.1f' % (height*100) + '%',\n",
" xy=(rect.get_x() + rect.get_width() / 2, height),\n",
" xytext=(0, 3), \n",
" textcoords=\"offset points\",\n",
" ha='center', va='bottom')\n",
"\n",
"autolabel(rects1)\n",
"\n",
"plt.savefig('RRL-sds-ML-LM.pdf')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"M std: 0.049\n",
"M R2: 0.584\n",
"logR std: 0.019\n",
"logR R2: 0.963\n",
"logL std: 0.041\n",
"logL R2: 0.915\n",
"Teff std: 98.537\n",
"Teff R2: 0.923\n",
"I_M0 std: 0.086\n",
"I_M0 R2: 0.945\n",
"V_M0 std: 0.098\n",
"V_M0 R2: 0.915\n",
"VI std: 0.028\n",
"VI R2: 0.890\n",
"W std: 0.076\n",
"W R2: 0.970\n"
]
}
],
"source": [
"ml_stds = []\n",
"ml_r2s = []\n",
"\n",
"for idx, name in enumerate(X_columns):\n",
" std = np.array(np.array(ml_pred[:,idx]) - DF[name]).std()\n",
" print(name, 'std: %.3f' % std)\n",
" ml_stds += [std]\n",
" \n",
" SS_tot = np.sum((DF[name] - DF[name].mean())**2)\n",
" SS_res = np.sum((ml_pred[:,idx] - DF[name].values)**2)\n",
" R2 = 1-SS_res/SS_tot\n",
" ml_r2s += [R2]\n",
" \n",
" print(name, 'R2: %.3f' % R2)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"M std: 0.077\n",
"M R2: -0.013\n",
"logR std: 0.027\n",
"logR R2: 0.925\n",
"logL std: 0.087\n",
"logL R2: 0.625\n",
"Teff std: 239.070\n",
"Teff R2: 0.557\n",
"I_M0 std: 0.161\n",
"I_M0 R2: 0.808\n",
"V_M0 std: 0.206\n",
"V_M0 R2: 0.626\n",
"VI std: 0.056\n",
"VI R2: 0.562\n",
"W std: 0.113\n",
"W R2: 0.935\n"
]
}
],
"source": [
"lm_stds = []\n",
"lm_r2s = []\n",
"\n",
"for idx, name in enumerate(X_columns):\n",
" std = np.array(np.array(lm_pred[:,idx]) - DF[name]).std()\n",
" print(name, 'std: %.3f' % std)\n",
" lm_stds += [std]\n",
" \n",
" SS_tot = np.sum((DF[name] - DF[name].mean())**2)\n",
" SS_res = np.sum((lm_pred[:,idx] - DF[name].values)**2)\n",
" R2 = 1-SS_res/SS_tot\n",
" lm_r2s += [R2]\n",
" \n",
" print(name, 'R2: %.3f' % R2)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x590.859 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"var = 'M'\n",
"lims = [0.4, 0.9]\n",
"\n",
"plt.figure(figsize=(6.64306,4.10318716*2))\n",
"plt.suptitle('Machine Learning: RR Lyrae', y=0.995)\n",
"\n",
"ax = plt.subplot(2,1,1)\n",
"plt.scatter(DF[var], ml_pred[:,X_columns.index(var)], c=DF['logL'])\n",
"plt.plot([lims[0],lims[1]], [lims[0],lims[1]], 'k--', alpha=0.75, zorder=0)\n",
"plt.ylabel('Predicted Mass [M$_\\odot$]')\n",
"plt.xlim(lims)\n",
"plt.ylim(lims)\n",
"plt.colorbar(label='$\\log\\;L/$L$_\\odot$', pad=0.02)\n",
"plt.text(0.764, 0.42, '$R^2$: %.3f' % ml_r2s[X_columns.index(var)])\n",
"\n",
"ax2 = plt.subplot(2,1,2, sharex=ax)\n",
"plt.axhline(0, c='k', ls='--', linewidth=1.25)\n",
"plt.scatter(DF[var], ml_pred[:,X_columns.index(var)] - DF[var], c=DF['logL'])\n",
"plt.xlabel('Model Mass [M$_\\odot$]')\n",
"plt.ylabel('Errors [M$_\\odot$]')\n",
"plt.colorbar(label='$\\log\\;L/$L$_\\odot$', pad=0.02)\n",
"plt.xlim(lims)\n",
"plt.ylim([-0.3, 0.3])\n",
"plt.text(0.41, -0.28, 'St. dev: %.3f M$_\\odot$' % ml_stds[X_columns.index(var)])\n",
"\n",
"plt.savefig('RRL-ML-mass.pdf')#, bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x590.859 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"var = 'logR'\n",
"lims = [0.55, 1.15]\n",
"\n",
"fig = plt.figure(figsize=(6.64306,4.10318716*2))\n",
"plt.suptitle('Linear Model: RR Lyrae', y=0.995)\n",
"\n",
"ax = plt.subplot(2,1,1)\n",
"plt.scatter(DF[var], lm_pred[:,X_columns.index(var)], c=DF['M'])\n",
"plt.plot([lims[0],lims[1]], [lims[0],lims[1]], 'k--', alpha=0.75, zorder=0)\n",
"plt.ylabel('Predicted Radius [$\\log$ R$_\\odot$]')\n",
"plt.xlim(lims)\n",
"plt.ylim(lims)\n",
"plt.colorbar(label='Mass [M$_\\odot$]', pad=0.02)\n",
"plt.text(0.98, 0.572, '$R^2$: %.3f' % lm_r2s[X_columns.index(var)])\n",
"\n",
"ax2 = plt.subplot(2,1,2, sharex=ax)\n",
"plt.plot([lims[0], lims[1]], [0, 0], 'k--', zorder=0, linewidth=1.25)\n",
"plt.scatter(DF[var], lm_pred[:,X_columns.index(var)] - DF[var], c=DF['M'])\n",
"plt.colorbar(label='Mass [M$_\\odot$]', pad=0.02)\n",
"plt.xlabel('Model Radius [$\\log$ R$_\\odot$]')\n",
"plt.ylabel('Errors [$\\log$ R$_\\odot$]')\n",
"plt.xlim(lims)\n",
"plt.ylim([-0.08, 0.08])\n",
"plt.text(0.56, 0.065, 'St. dev: %.3f $\\log$ R$_\\odot$' % lm_stds[X_columns.index(var)])\n",
"\n",
"plt.savefig('RRL-LM-radius.pdf')#, bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x590.859 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"var = 'logR'\n",
"lims = [0.55, 1.15]\n",
"\n",
"plt.figure(figsize=(6.64306,4.10318716*2))\n",
"plt.suptitle('Machine Learning: RR Lyrae', y=0.995)\n",
"\n",
"ax = plt.subplot(2,1,1)\n",
"plt.scatter(DF[var], ml_pred[:,X_columns.index(var)], c=DF['M'])\n",
"plt.plot([lims[0],lims[1]], [lims[0],lims[1]], 'k--', alpha=0.75, zorder=0)\n",
"plt.ylabel('Predicted Radius [$\\log$ R$_\\odot$]')\n",
"plt.xlim(lims)\n",
"plt.ylim(lims)\n",
"plt.colorbar(label='Mass [M$_\\odot$]', pad=0.02)\n",
"plt.text(0.98, 0.572, '$R^2$: %.3f' % ml_r2s[X_columns.index(var)])\n",
"\n",
"ax2 = plt.subplot(2,1,2, sharex=ax)\n",
"plt.plot([lims[0], lims[1]], [0, 0], 'k--', zorder=0, linewidth=1.25)\n",
"plt.scatter(DF[var], ml_pred[:,X_columns.index(var)] - DF[var], c=DF['M'])\n",
"plt.colorbar(label='Mass [M$_\\odot$]', pad=0.02)\n",
"plt.xlabel('Model Radius [$\\log$ R$_\\odot$]')\n",
"plt.ylabel('Errors [$\\log$ R$_\\odot$]')\n",
"plt.xlim(lims)\n",
"plt.ylim([-0.08, 0.08])\n",
"plt.text(0.56, 0.065, 'St. dev: %.3f $\\log$ R$_\\odot$' % ml_stds[X_columns.index(var)])\n",
"\n",
"plt.savefig('RRL-ML-radius.pdf')#, bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x590.859 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"var = 'logL'\n",
"lims = [1.4, 2.2]\n",
"\n",
"fig = plt.figure(figsize=(6.64306,4.10318716*2))\n",
"plt.suptitle('Linear Model: RR Lyrae', y=0.995)\n",
"\n",
"ax = plt.subplot(2,1,1)\n",
"plt.scatter(DF[var], lm_pred[:,X_columns.index(var)], c=DF['Teff'])\n",
"plt.plot([lims[0],lims[1]], [lims[0],lims[1]], 'k--', alpha=0.75, zorder=0)\n",
"plt.ylabel('Predicted Luminosity [$\\log$ L$_\\odot$]')\n",
"plt.xlim(lims)\n",
"plt.ylim(lims)\n",
"plt.colorbar(label='$T_{\\\\rm{eff}}/$K', pad=0.02)\n",
"plt.text(1.978, 1.42, '$R^2$: %.3f' % lm_r2s[X_columns.index(var)])\n",
"\n",
"ax2 = plt.subplot(2,1,2, sharex=ax)\n",
"plt.plot([lims[0], lims[1]], [0, 0], 'k--', zorder=0, linewidth=1.25)\n",
"plt.scatter(DF['logL'], lm_pred[:,X_columns.index(var)] - DF['logL'], c=DF['Teff'])\n",
"plt.colorbar(label='$T_{\\\\rm{eff}}/$K', pad=0.02)\n",
"plt.xlabel('Model Luminosity [$\\log$ L$_\\odot$]')\n",
"plt.ylabel('Errors [$\\log$ L$_\\odot$]')\n",
"plt.xlim(lims)\n",
"plt.ylim([-0.3, 0.3])\n",
"plt.text(1.42, -0.28, 'St. dev: %.3f $\\log$ L$_\\odot$' % lm_stds[X_columns.index(var)])\n",
"\n",
"plt.savefig('RRL-LM-luminosity.pdf')#, bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x590.859 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"var = 'logL'\n",
"lims = [1.4, 2.2]\n",
"\n",
"plt.figure(figsize=(6.64306,4.10318716*2))\n",
"plt.suptitle('Machine Learning: RR Lyrae', y=0.995)\n",
"\n",
"ax = plt.subplot(2,1,1)\n",
"plt.scatter(DF[var], ml_pred[:,X_columns.index(var)], c=DF['Teff'])\n",
"plt.plot([lims[0],lims[1]], [lims[0],lims[1]], 'k--', alpha=0.75, zorder=0)\n",
"plt.ylabel('Predicted Luminosity [$\\log$ L$_\\odot$]')\n",
"plt.xlim(lims)\n",
"plt.ylim(lims)\n",
"plt.colorbar(label='$T_{\\\\rm{eff}}/$K', pad=0.02)\n",
"plt.text(1.978, 1.42, '$R^2$: %.3f' % ml_r2s[X_columns.index(var)])\n",
"\n",
"ax2 = plt.subplot(2,1,2, sharex=ax)\n",
"plt.plot([lims[0], lims[1]], [0, 0], 'k--', zorder=0, linewidth=1.25)\n",
"plt.scatter(DF['logL'], ml_pred[:,X_columns.index(var)] - DF['logL'], c=DF['Teff'])\n",
"plt.colorbar(label='$T_{\\\\rm{eff}}/$K', pad=0.02)\n",
"plt.xlabel('Model Luminosity [$\\log$ L$_\\odot$]')\n",
"plt.ylabel('Errors [$\\log$ L$_\\odot$]')\n",
"plt.xlim(lims)\n",
"plt.ylim([-0.3, 0.3])\n",
"plt.text(1.42, -0.28, 'St. dev: %.3f $\\log$ L$_\\odot$' % ml_stds[X_columns.index(var)])\n",
"\n",
"plt.savefig('RRL-ML-luminosity.pdf')#, bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x590.859 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"var = 'W'\n",
"lims = [-2.5, 0]\n",
"\n",
"fig = plt.figure(figsize=(6.64306,4.10318716*2))\n",
"plt.suptitle('Linear Model: RR Lyrae', y=0.995)\n",
"\n",
"ax = plt.subplot(2,1,1)\n",
"plt.scatter(DF[var], lm_pred[:,X_columns.index(var)], c=DF['M'])\n",
"plt.plot([lims[0],lims[1]], [lims[0],lims[1]], 'k--', alpha=0.75, zorder=0)\n",
"plt.ylabel('Predicted Wesenheit Index')\n",
"plt.xlim(lims)\n",
"plt.ylim(lims)\n",
"plt.colorbar(label='$M/$M$_\\odot$', pad=0.02)\n",
"plt.text(-0.7, -2.42, '$R^2$: %.3f' % lm_r2s[X_columns.index(var)])\n",
"\n",
"ax2 = plt.subplot(2,1,2, sharex=ax)\n",
"plt.plot([lims[0], lims[1]], [0, 0], 'k--', zorder=0, linewidth=1.25)\n",
"plt.scatter(DF[var], lm_pred[:,X_columns.index(var)] - DF[var], c=DF['M'])\n",
"plt.colorbar(label='$M/$M$_\\odot$', pad=0.02)\n",
"plt.xlabel('Model Wesenheit Index')\n",
"plt.ylabel('Errors [mag]')\n",
"plt.xlim(lims)\n",
"plt.ylim([-0.4, 0.4])\n",
"plt.text(-2.44, -0.37, 'St. dev: %.2f mag' % lm_stds[X_columns.index(var)])\n",
"\n",
"plt.savefig('RRL-LM-W.pdf')#, bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x590.859 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"var = 'W'\n",
"lims = [-2.5, 0]\n",
"\n",
"plt.figure(figsize=(6.64306,4.10318716*2))\n",
"plt.suptitle('Machine Learning: RR Lyrae', y=0.995)\n",
"\n",
"ax = plt.subplot(2,1,1)\n",
"plt.scatter(DF[var], ml_pred[:,X_columns.index(var)], c=DF['M'])\n",
"plt.plot([lims[0],lims[1]], [lims[0],lims[1]], 'k--', alpha=0.75, zorder=0)\n",
"plt.ylabel('Predicted Wesenheit Index')\n",
"plt.xlim(lims)\n",
"plt.ylim(lims)\n",
"plt.colorbar(label='$M/$M$_\\odot$', pad=0.02)\n",
"plt.text(-0.7, -2.42, '$R^2$: %.3f' % ml_r2s[X_columns.index(var)])\n",
"\n",
"ax2 = plt.subplot(2,1,2, sharex=ax)\n",
"plt.plot([lims[0], lims[1]], [0, 0], 'k--', zorder=0, linewidth=1.25)\n",
"plt.scatter(DF[var], ml_pred[:,X_columns.index(var)] - DF[var], c=DF['M'])\n",
"plt.colorbar(label='$M/$M$_\\odot$', pad=0.02)\n",
"plt.xlabel('Model Wesenheit Index')\n",
"plt.ylabel('Errors [mag]')\n",
"plt.xlim(lims)\n",
"plt.ylim([-0.4, 0.4])\n",
"plt.text(-2.44, -0.37, 'St. dev: %.3f mag' % ml_stds[X_columns.index(var)])\n",
"\n",
"plt.savefig('RRL-ML-W.pdf')#, bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Significance testing"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"M 2.62E-04\n",
"logR 1.12E-04\n",
"logL 8.68E-05\n",
"Teff 5.27E-06\n",
"I_M0 8.13E-05\n",
"V_M0 5.81E-05\n",
"VI 3.79E-05\n",
"W 1.28E-04\n"
]
}
],
"source": [
"# (neural network with log P and lightcurve) vs (linear model with log P) with the 5x2 cv test \n",
"\n",
"np.random.seed(0) \n",
"\n",
"ml = TransformedTargetRegressor(regressor=Pipeline(\n",
" [('scaler', RobustScaler()), \n",
" ('mlp', MLPRegressor(hidden_layer_sizes=(100, 100), \n",
" max_iter=2000, activation='relu', solver='lbfgs', tol=1e-7))]),\n",
" transformer=RobustScaler())\n",
"lm = LinearRegression()\n",
"\n",
"first_p1 = 0 \n",
"s2s = []\n",
"\n",
"for ii in range(5):\n",
" ml_scores = []\n",
" lm_scores = []\n",
" \n",
" cv = ShuffleSplit(n_splits=2, random_state=ii, train_size=0.5, test_size=0.5)\n",
" \n",
" for train_index, test_index in cv.split(DF):\n",
" ml.fit(DF.iloc[train_index][y_columns], DF.iloc[train_index][X_columns])\n",
" lm.fit(DF.iloc[train_index][['logP']], DF.iloc[train_index][X_columns])\n",
" \n",
" ml_predict = ml.predict(DF.iloc[test_index][y_columns])\n",
" lm_predict = lm.predict(DF.iloc[test_index][['logP']])\n",
" \n",
" ml_scores_ = []\n",
" lm_scores_ = []\n",
" \n",
" for idx, name in enumerate(X_columns):\n",
" SS_tot = np.sum((DF.iloc[test_index][name] - DF.iloc[test_index][name].mean())**2)\n",
" \n",
" ml_SS_res = np.sum((ml_predict[:,idx] - DF.iloc[test_index][name].values)**2)\n",
" ml_R2 = 1-ml_SS_res/SS_tot\n",
" #ml_scores_ += [ml_R2]\n",
" ml_scores_ += [ml_SS_res]\n",
" \n",
" lm_SS_res = np.sum((lm_predict[:,idx] - DF.iloc[test_index][name].values)**2)\n",
" lm_R2 = 1-lm_SS_res/SS_tot\n",
" #lm_scores_ += [lm_R2]\n",
" lm_scores_ += [lm_SS_res]\n",
" \n",
" ml_scores += [ml_scores_]\n",
" lm_scores += [lm_scores_]\n",
" \n",
" ml_scores = np.array(ml_scores)\n",
" lm_scores = np.array(lm_scores)\n",
" \n",
" p1 = ml_scores[0,:] - lm_scores[0,:]\n",
" p2 = ml_scores[1,:] - lm_scores[1,:]\n",
" p_bar = (p1 + p2)/2\n",
" s2 = (p1 - p_bar)**2 + (p2 - p_bar)**2\n",
" \n",
" if ii == 0:\n",
" first_p1 = p1\n",
" s2s += [s2]\n",
"\n",
"first_p1 = np.array(first_p1)\n",
"s2s = np.array(s2s)\n",
"\n",
"for idx, name in enumerate(X_columns):\n",
" p = stats.t.sf(np.abs(first_p1[idx]) / np.sqrt(1/5. * sum(s2s[:,idx])), 5)/2. # one sided test \n",
" print(name, '%.2E' % p) "
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"M True 2.205338397534104e-12\n",
"logR True 1.1315865072905496e-11\n",
"logL True 1.677352029568337e-17\n",
"Teff True 3.0047599033961805e-20\n",
"I_M0 True 6.769465209051125e-15\n",
"V_M0 True 2.4519940742744224e-18\n",
"VI True 9.388508233822685e-19\n",
"W True 1.6020456377144953e-11\n"
]
}
],
"source": [
"# (neural network with log P and lightcurve) vs (linear model with log P) with Wilcoxon signed-rank test \n",
"\n",
"np.random.seed(0) \n",
"\n",
"ml = TransformedTargetRegressor(regressor=Pipeline(\n",
" [('scaler', RobustScaler()), \n",
" ('mlp', MLPRegressor(hidden_layer_sizes=(100, 100), \n",
" max_iter=2000, activation='relu', solver='lbfgs', tol=1e-7))]),\n",
" transformer=RobustScaler())\n",
"lm = LinearRegression()\n",
"\n",
"cv = ShuffleSplit(n_splits=2, random_state=0, train_size=0.5, test_size=0.5)\n",
"train_set, test_set = list(cv.split(DF))[0]\n",
"\n",
"ml.fit(DF.iloc[train_set][y_columns], DF.iloc[train_set][X_columns])\n",
"lm.fit(DF.iloc[train_set][['logP']], DF.iloc[train_set][X_columns])\n",
"\n",
"ml_predict = ml.predict(DF.iloc[test_set][y_columns])\n",
"lm_predict = lm.predict(DF.iloc[test_set][['logP']])\n",
"\n",
"for idx, name in enumerate(X_columns):\n",
" ml_SE = (ml_predict[:,idx] - DF.iloc[test_set][name].values)**2\n",
" lm_SE = (lm_predict[:,idx] - DF.iloc[test_set][name].values)**2\n",
" \n",
" wil = sp.stats.wilcoxon(ml_SE, lm_SE)\n",
" print(name, ml_SE.mean() < lm_SE.mean(), wil.pvalue/2.) # one sided test \n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"M 1.19E-03\n",
"logR 1.14E-02\n",
"logL 1.07E-02\n",
"Teff 3.92E-04\n",
"I_M0 9.47E-03\n",
"V_M0 6.44E-03\n",
"VI 1.81E-03\n",
"W 7.63E-03\n"
]
}
],
"source": [
"# (neural network with log P and lightcurve) vs (linear model with log P and lightcurve)\n",
"\n",
"np.random.seed(0) \n",
"\n",
"ml = TransformedTargetRegressor(regressor=Pipeline(\n",
" [('scaler', RobustScaler()), \n",
" ('mlp', MLPRegressor(hidden_layer_sizes=(100, 100), \n",
" max_iter=2000, activation='relu', solver='lbfgs', tol=1e-7))]),\n",
" transformer=RobustScaler())\n",
"lm = LinearRegression()\n",
"\n",
"first_p1 = 0 \n",
"s2s = []\n",
"\n",
"for ii in range(5):\n",
" ml_scores = []\n",
" lm_scores = []\n",
" \n",
" cv = ShuffleSplit(n_splits=2, random_state=ii, train_size=0.5, test_size=0.5)\n",
" \n",
" for train_index, test_index in cv.split(DF):\n",
" ml.fit(DF.iloc[train_index][y_columns], DF.iloc[train_index][X_columns])\n",
" lm.fit(DF.iloc[train_index][y_columns], DF.iloc[train_index][X_columns])\n",
" \n",
" ml_predict = ml.predict(DF.iloc[test_index][y_columns])\n",
" lm_predict = lm.predict(DF.iloc[test_index][y_columns])\n",
" \n",
" ml_scores_ = []\n",
" lm_scores_ = []\n",
" \n",
" for idx, name in enumerate(X_columns):\n",
" SS_tot = np.sum((DF.iloc[test_index][name] - DF.iloc[test_index][name].mean())**2)\n",
" \n",
" ml_SS_res = np.sum((ml_predict[:,idx] - DF.iloc[test_index][name].values)**2)\n",
" ml_R2 = 1-ml_SS_res/SS_tot\n",
" #ml_scores_ += [ml_R2]\n",
" ml_scores_ += [ml_SS_res]\n",
" \n",
" lm_SS_res = np.sum((lm_predict[:,idx] - DF.iloc[test_index][name].values)**2)\n",
" lm_R2 = 1-lm_SS_res/SS_tot\n",
" #lm_scores_ += [lm_R2]\n",
" lm_scores_ += [lm_SS_res]\n",
" \n",
" ml_scores += [ml_scores_]\n",
" lm_scores += [lm_scores_]\n",
" \n",
" ml_scores = np.array(ml_scores)\n",
" lm_scores = np.array(lm_scores)\n",
" \n",
" p1 = ml_scores[0,:] - lm_scores[0,:]\n",
" p2 = ml_scores[1,:] - lm_scores[1,:]\n",
" p_bar = (p1 + p2)/2\n",
" s2 = (p1 - p_bar)**2 + (p2 - p_bar)**2\n",
" \n",
" if ii == 0:\n",
" first_p1 = p1\n",
" s2s += [s2]\n",
"\n",
"first_p1 = np.array(first_p1)\n",
"s2s = np.array(s2s)\n",
"\n",
"for idx, name in enumerate(X_columns):\n",
" p = stats.t.sf(np.abs(first_p1[idx]) / np.sqrt(1/5. * sum(s2s[:,idx])), 5)/2. # one sided test \n",
" print(name, '%.2E' % p) "
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now train on all models and run on real data "
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"LinearRegression(copy_X=True, fit_intercept=True, n_jobs=None,\n",
" normalize=False)"
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"np.random.seed(0) \n",
"\n",
"ml = TransformedTargetRegressor(regressor=Pipeline(\n",
" [('scaler', RobustScaler()), \n",
" ('mlp', MLPRegressor(hidden_layer_sizes=(100, 100), \n",
" max_iter=2000, activation='relu', solver='lbfgs', tol=1e-7))]),\n",
" transformer=RobustScaler())\n",
"lm = LinearRegression()\n",
"\n",
"ml.fit(DF[y_columns], DF[X_columns])\n",
"lm.fit(DF[['logP']], DF[X_columns])"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['RR_Lyrae.ann']"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import joblib\n",
"joblib.dump(ml, 'RR_Lyrae.ann')"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"logP 0.202697\n",
"I_Amplitude 0.948900\n",
"I_Skewness 10.731200\n",
"I_acuteness 1.826000\n",
"V_Amplitude 1.495700\n",
"V_Skewness 12.239100\n",
"V_acuteness 3.009100\n",
"I_A1 0.293410\n",
"I_A2 0.166999\n",
"I_A3 0.108084\n",
"V_A1 0.460357\n",
"V_A2 0.264737\n",
"V_A3 0.171610\n",
"Name: 0.95, dtype: float64 \n",
"\n",
" logP -0.294873\n",
"I_Amplitude 0.117300\n",
"I_Skewness 0.564400\n",
"I_acuteness 0.268600\n",
"V_Amplitude 0.198800\n",
"V_Skewness 0.686900\n",
"V_acuteness 0.320600\n",
"I_A1 0.040387\n",
"I_A2 0.020356\n",
"I_A3 0.005888\n",
"V_A1 0.065252\n",
"V_A2 0.032287\n",
"V_A3 0.010274\n",
"Name: 0.05, dtype: float64\n"
]
}
],
"source": [
"maxs = DF[y_columns].quantile(0.95)\n",
"mins = DF[y_columns].quantile(0.05)\n",
"print(maxs, '\\n\\n', mins)"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"M 0.800000\n",
"logR 1.068617\n",
"logL 2.020000\n",
"Teff 7000.000000\n",
"I_M0 0.574540\n",
"V_M0 1.029330\n",
"VI 0.868840\n",
"W -0.130384\n",
"dtype: float64 \n",
"\n",
" M 0.510000\n",
"logR 0.603387\n",
"logL 1.490000\n",
"Teff 5200.000000\n",
"I_M0 -0.968530\n",
"V_M0 -0.335730\n",
"VI 0.389650\n",
"W -2.226309\n",
"dtype: float64\n"
]
}
],
"source": [
"X_maxs = DF[X_columns].max()\n",
"X_mins = DF[X_columns].min()\n",
"print(X_maxs, '\\n\\n', X_mins)"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [],
"source": [
"RRL_SMC_I = pd.read_table('/scratch/seismo/bellinger/asteroseismology/regression/classical/data/rrl_smc_i.dat', sep='\\s+')\n",
"RRL_SMC_V = pd.read_table('/scratch/seismo/bellinger/asteroseismology/regression/classical/data/rrl_smc_v.dat', sep='\\s+')\n",
"RRL_LMC_I = pd.read_table('/scratch/seismo/bellinger/asteroseismology/regression/classical/data/rrl_lmc_i.dat', sep='\\s+')\n",
"RRL_LMC_V = pd.read_table('/scratch/seismo/bellinger/asteroseismology/regression/classical/data/rrl_lmc_v.dat', sep='\\s+')\n",
"RRL_BLG_I = pd.read_table('/scratch/seismo/bellinger/asteroseismology/regression/classical/data/rrl_blg_i.dat', sep='\\s+')\n",
"RRL_BLG_V = pd.read_table('/scratch/seismo/bellinger/asteroseismology/regression/classical/data/rrl_blg_v.dat', sep='\\s+')"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>ID</th>\n",
" <th>Period</th>\n",
" <th>rms</th>\n",
" <th>Amplitude</th>\n",
" <th>Fe_H</th>\n",
" <th>Skewness</th>\n",
" <th>acuteness</th>\n",
" <th>R21</th>\n",
" <th>R31</th>\n",
" <th>Phi21</th>\n",
" <th>Phi31</th>\n",
" <th>A0</th>\n",
" <th>A1</th>\n",
" <th>Phi1</th>\n",
" <th>A2</th>\n",
" <th>Phi2</th>\n",
" <th>A3</th>\n",
" <th>Phi3</th>\n",
" <th>eR21</th>\n",
" <th>eR31</th>\n",
" <th>ePhi21</th>\n",
" <th>ePhi31</th>\n",
" <th>eA0</th>\n",
" <th>eA1</th>\n",
" <th>ePhi1</th>\n",
" <th>eA2</th>\n",
" <th>ePhi2</th>\n",
" <th>eA3</th>\n",
" <th>ePhi3</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>OGLE-SMC-RRLYR-0001</td>\n",
" <td>0.55881</td>\n",
" <td>0.05005</td>\n",
" <td>0.647</td>\n",
" <td>-1.47868</td>\n",
" <td>5.17973</td>\n",
" <td>1.74725</td>\n",
" <td>0.43399</td>\n",
" <td>0.32042</td>\n",
" <td>2.64703</td>\n",
" <td>5.34299</td>\n",
" <td>19.06259</td>\n",
" <td>0.22284</td>\n",
" <td>3.89977</td>\n",
" <td>0.09671</td>\n",
" <td>4.16338</td>\n",
" <td>0.07140</td>\n",
" <td>4.47592</td>\n",
" <td>0.01348</td>\n",
" <td>0.01326</td>\n",
" <td>0.00383</td>\n",
" <td>0.00600</td>\n",
" <td>0.00199</td>\n",
" <td>0.00265</td>\n",
" <td>0.00265</td>\n",
" <td>0.00277</td>\n",
" <td>0.00277</td>\n",
" <td>0.00283</td>\n",
" <td>0.00283</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>OGLE-SMC-RRLYR-0002</td>\n",
" <td>0.59479</td>\n",
" <td>0.05025</td>\n",
" <td>0.390</td>\n",
" <td>-1.21418</td>\n",
" <td>3.88199</td>\n",
" <td>1.05146</td>\n",
" <td>0.41802</td>\n",
" <td>0.31414</td>\n",
" <td>2.88643</td>\n",
" <td>5.87803</td>\n",
" <td>19.00946</td>\n",
" <td>0.14329</td>\n",
" <td>3.92149</td>\n",
" <td>0.05990</td>\n",
" <td>4.44623</td>\n",
" <td>0.04501</td>\n",
" <td>5.07614</td>\n",
" <td>0.01830</td>\n",
" <td>0.01762</td>\n",
" <td>0.00338</td>\n",
" <td>0.00528</td>\n",
" <td>0.00168</td>\n",
" <td>0.00235</td>\n",
" <td>0.00235</td>\n",
" <td>0.00243</td>\n",
" <td>0.00243</td>\n",
" <td>0.00241</td>\n",
" <td>0.00241</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>OGLE-SMC-RRLYR-0003</td>\n",
" <td>0.65068</td>\n",
" <td>0.06082</td>\n",
" <td>0.278</td>\n",
" <td>-1.24799</td>\n",
" <td>2.32783</td>\n",
" <td>1.13513</td>\n",
" <td>0.30742</td>\n",
" <td>0.12629</td>\n",
" <td>2.91025</td>\n",
" <td>6.16947</td>\n",
" <td>19.15828</td>\n",
" <td>0.12136</td>\n",
" <td>3.07346</td>\n",
" <td>0.03731</td>\n",
" <td>2.77399</td>\n",
" <td>0.01533</td>\n",
" <td>2.82349</td>\n",
" <td>0.02065</td>\n",
" <td>0.02037</td>\n",
" <td>0.00339</td>\n",
" <td>0.00540</td>\n",
" <td>0.00172</td>\n",
" <td>0.00241</td>\n",
" <td>0.00241</td>\n",
" <td>0.00239</td>\n",
" <td>0.00239</td>\n",
" <td>0.00245</td>\n",
" <td>0.00245</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>OGLE-SMC-RRLYR-0005</td>\n",
" <td>0.56527</td>\n",
" <td>0.10520</td>\n",
" <td>0.461</td>\n",
" <td>-1.43464</td>\n",
" <td>1.97929</td>\n",
" <td>1.87572</td>\n",
" <td>0.39412</td>\n",
" <td>0.17869</td>\n",
" <td>2.57736</td>\n",
" <td>5.43482</td>\n",
" <td>19.05841</td>\n",
" <td>0.17870</td>\n",
" <td>3.94683</td>\n",
" <td>0.07043</td>\n",
" <td>4.18784</td>\n",
" <td>0.03193</td>\n",
" <td>4.70895</td>\n",
" <td>0.01603</td>\n",
" <td>0.01437</td>\n",
" <td>0.00371</td>\n",
" <td>0.00573</td>\n",
" <td>0.00185</td>\n",
" <td>0.00257</td>\n",
" <td>0.00257</td>\n",
" <td>0.00268</td>\n",
" <td>0.00268</td>\n",
" <td>0.00253</td>\n",
" <td>0.00253</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>OGLE-SMC-RRLYR-0006</td>\n",
" <td>0.54718</td>\n",
" <td>0.06006</td>\n",
" <td>0.687</td>\n",
" <td>-1.50173</td>\n",
" <td>5.15788</td>\n",
" <td>1.86802</td>\n",
" <td>0.44964</td>\n",
" <td>0.35210</td>\n",
" <td>2.68027</td>\n",
" <td>5.24583</td>\n",
" <td>19.01223</td>\n",
" <td>0.23245</td>\n",
" <td>3.76519</td>\n",
" <td>0.10452</td>\n",
" <td>3.92747</td>\n",
" <td>0.08185</td>\n",
" <td>3.97502</td>\n",
" <td>0.01274</td>\n",
" <td>0.01236</td>\n",
" <td>0.00379</td>\n",
" <td>0.00594</td>\n",
" <td>0.00191</td>\n",
" <td>0.00264</td>\n",
" <td>0.00264</td>\n",
" <td>0.00271</td>\n",
" <td>0.00271</td>\n",
" <td>0.00272</td>\n",
" <td>0.00272</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>OGLE-SMC-RRLYR-0008</td>\n",
" <td>0.63288</td>\n",
" <td>0.05785</td>\n",
" <td>0.343</td>\n",
" <td>-1.16613</td>\n",
" <td>3.53282</td>\n",
" <td>1.00803</td>\n",
" <td>0.40800</td>\n",
" <td>0.26330</td>\n",
" <td>2.92141</td>\n",
" <td>6.16291</td>\n",
" <td>19.15441</td>\n",
" <td>0.13104</td>\n",
" <td>3.77496</td>\n",
" <td>0.05347</td>\n",
" <td>4.18813</td>\n",
" <td>0.03450</td>\n",
" <td>4.92141</td>\n",
" <td>0.01958</td>\n",
" <td>0.01860</td>\n",
" <td>0.00343</td>\n",
" <td>0.00550</td>\n",
" <td>0.00170</td>\n",
" <td>0.00249</td>\n",
" <td>0.00249</td>\n",
" <td>0.00236</td>\n",
" <td>0.00236</td>\n",
" <td>0.00235</td>\n",
" <td>0.00235</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>OGLE-SMC-RRLYR-0009</td>\n",
" <td>0.69476</td>\n",
" <td>0.05595</td>\n",
" <td>0.535</td>\n",
" <td>-1.62741</td>\n",
" <td>4.51817</td>\n",
" <td>1.00059</td>\n",
" <td>0.49840</td>\n",
" <td>0.36094</td>\n",
" <td>2.93988</td>\n",
" <td>5.97125</td>\n",
" <td>18.89076</td>\n",
" <td>0.17805</td>\n",
" <td>3.67685</td>\n",
" <td>0.08874</td>\n",
" <td>4.01039</td>\n",
" <td>0.06426</td>\n",
" <td>4.43543</td>\n",
" <td>0.02171</td>\n",
" <td>0.02137</td>\n",
" <td>0.00492</td>\n",
" <td>0.00788</td>\n",
" <td>0.00248</td>\n",
" <td>0.00351</td>\n",
" <td>0.00351</td>\n",
" <td>0.00345</td>\n",
" <td>0.00345</td>\n",
" <td>0.00359</td>\n",
" <td>0.00359</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>OGLE-SMC-RRLYR-0010</td>\n",
" <td>0.55303</td>\n",
" <td>0.05833</td>\n",
" <td>0.382</td>\n",
" <td>-1.25050</td>\n",
" <td>3.74616</td>\n",
" <td>1.29412</td>\n",
" <td>0.28358</td>\n",
" <td>0.20355</td>\n",
" <td>2.79883</td>\n",
" <td>5.58548</td>\n",
" <td>19.25850</td>\n",
" <td>0.17012</td>\n",
" <td>3.92814</td>\n",
" <td>0.04824</td>\n",
" <td>4.37194</td>\n",
" <td>0.03463</td>\n",
" <td>4.80354</td>\n",
" <td>0.01988</td>\n",
" <td>0.01987</td>\n",
" <td>0.00458</td>\n",
" <td>0.00724</td>\n",
" <td>0.00229</td>\n",
" <td>0.00322</td>\n",
" <td>0.00322</td>\n",
" <td>0.00326</td>\n",
" <td>0.00326</td>\n",
" <td>0.00332</td>\n",
" <td>0.00332</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>OGLE-SMC-RRLYR-0011</td>\n",
" <td>0.59576</td>\n",
" <td>0.06516</td>\n",
" <td>0.428</td>\n",
" <td>-1.35983</td>\n",
" <td>4.48171</td>\n",
" <td>1.37558</td>\n",
" <td>0.37925</td>\n",
" <td>0.29230</td>\n",
" <td>2.65410</td>\n",
" <td>5.70704</td>\n",
" <td>19.16784</td>\n",
" <td>0.16384</td>\n",
" <td>4.29020</td>\n",
" <td>0.06214</td>\n",
" <td>4.95131</td>\n",
" <td>0.04789</td>\n",
" <td>6.01126</td>\n",
" <td>0.01746</td>\n",
" <td>0.01756</td>\n",
" <td>0.00380</td>\n",
" <td>0.00608</td>\n",
" <td>0.00194</td>\n",
" <td>0.00271</td>\n",
" <td>0.00271</td>\n",
" <td>0.00267</td>\n",
" <td>0.00267</td>\n",
" <td>0.00277</td>\n",
" <td>0.00277</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>OGLE-SMC-RRLYR-0012</td>\n",
" <td>0.62563</td>\n",
" <td>0.05894</td>\n",
" <td>0.436</td>\n",
" <td>-1.25887</td>\n",
" <td>4.09938</td>\n",
" <td>1.11146</td>\n",
" <td>0.37288</td>\n",
" <td>0.32937</td>\n",
" <td>2.82694</td>\n",
" <td>6.00726</td>\n",
" <td>19.19334</td>\n",
" <td>0.16219</td>\n",
" <td>3.59886</td>\n",
" <td>0.06048</td>\n",
" <td>3.74148</td>\n",
" <td>0.05342</td>\n",
" <td>4.23747</td>\n",
" <td>0.01725</td>\n",
" <td>0.01647</td>\n",
" <td>0.00367</td>\n",
" <td>0.00572</td>\n",
" <td>0.00182</td>\n",
" <td>0.00256</td>\n",
" <td>0.00256</td>\n",
" <td>0.00263</td>\n",
" <td>0.00263</td>\n",
" <td>0.00253</td>\n",
" <td>0.00253</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>OGLE-SMC-RRLYR-0013</td>\n",
" <td>0.67118</td>\n",
" <td>0.05668</td>\n",
" <td>0.361</td>\n",
" <td>-1.38507</td>\n",
" <td>3.82529</td>\n",
" <td>0.95750</td>\n",
" <td>0.35913</td>\n",
" <td>0.24095</td>\n",
" <td>3.05458</td>\n",
" <td>6.12506</td>\n",
" <td>19.02690</td>\n",
" <td>0.14833</td>\n",
" <td>3.57513</td>\n",
" <td>0.05327</td>\n",
" <td>3.92166</td>\n",
" <td>0.03574</td>\n",
" <td>4.28409</td>\n",
" <td>0.01909</td>\n",
" <td>0.01841</td>\n",
" <td>0.00379</td>\n",
" <td>0.00601</td>\n",
" <td>0.00186</td>\n",
" <td>0.00269</td>\n",
" <td>0.00269</td>\n",
" <td>0.00266</td>\n",
" <td>0.00266</td>\n",
" <td>0.00265</td>\n",
" <td>0.00265</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>OGLE-SMC-RRLYR-0014</td>\n",
" <td>0.60438</td>\n",
" <td>0.06152</td>\n",
" <td>0.519</td>\n",
" <td>-1.58890</td>\n",
" <td>4.87788</td>\n",
" <td>1.29878</td>\n",
" <td>0.34656</td>\n",
" <td>0.39125</td>\n",
" <td>2.77323</td>\n",
" <td>5.48034</td>\n",
" <td>19.16878</td>\n",
" <td>0.17859</td>\n",
" <td>3.72124</td>\n",
" <td>0.06189</td>\n",
" <td>3.93252</td>\n",
" <td>0.06987</td>\n",
" <td>4.07769</td>\n",
" <td>0.01578</td>\n",
" <td>0.01645</td>\n",
" <td>0.00383</td>\n",
" <td>0.00616</td>\n",
" <td>0.00190</td>\n",
" <td>0.00276</td>\n",
" <td>0.00276</td>\n",
" <td>0.00265</td>\n",
" <td>0.00265</td>\n",
" <td>0.00273</td>\n",
" <td>0.00273</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>OGLE-SMC-RRLYR-0015</td>\n",
" <td>0.60999</td>\n",
" <td>0.05423</td>\n",
" <td>0.459</td>\n",
" <td>-1.35848</td>\n",
" <td>4.04105</td>\n",
" <td>1.12137</td>\n",
" <td>0.43733</td>\n",
" <td>0.32393</td>\n",
" <td>2.85347</td>\n",
" <td>5.79333</td>\n",
" <td>19.13356</td>\n",
" <td>0.16583</td>\n",
" <td>4.28457</td>\n",
" <td>0.07252</td>\n",
" <td>5.13943</td>\n",
" <td>0.05372</td>\n",
" <td>6.08068</td>\n",
" <td>0.02020</td>\n",
" <td>0.01863</td>\n",
" <td>0.00429</td>\n",
" <td>0.00666</td>\n",
" <td>0.00210</td>\n",
" <td>0.00299</td>\n",
" <td>0.00299</td>\n",
" <td>0.00308</td>\n",
" <td>0.00308</td>\n",
" <td>0.00293</td>\n",
" <td>0.00293</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>OGLE-SMC-RRLYR-0016</td>\n",
" <td>0.65390</td>\n",
" <td>0.02753</td>\n",
" <td>0.121</td>\n",
" <td>-1.82063</td>\n",
" <td>4.06888</td>\n",
" <td>1.40412</td>\n",
" <td>0.33730</td>\n",
" <td>0.34189</td>\n",
" <td>2.44909</td>\n",
" <td>5.49366</td>\n",
" <td>18.15895</td>\n",
" <td>0.04605</td>\n",
" <td>3.41867</td>\n",
" <td>0.01553</td>\n",
" <td>3.00324</td>\n",
" <td>0.01575</td>\n",
" <td>3.18329</td>\n",
" <td>0.02567</td>\n",
" <td>0.02546</td>\n",
" <td>0.00164</td>\n",
" <td>0.00266</td>\n",
" <td>0.00079</td>\n",
" <td>0.00121</td>\n",
" <td>0.00121</td>\n",
" <td>0.00111</td>\n",
" <td>0.00111</td>\n",
" <td>0.00110</td>\n",
" <td>0.00110</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>OGLE-SMC-RRLYR-0018</td>\n",
" <td>0.56080</td>\n",
" <td>0.10550</td>\n",
" <td>0.437</td>\n",
" <td>-2.39238</td>\n",
" <td>1.37454</td>\n",
" <td>1.50451</td>\n",
" <td>0.28225</td>\n",
" <td>0.04718</td>\n",
" <td>2.58471</td>\n",
" <td>4.24597</td>\n",
" <td>19.35820</td>\n",
" <td>0.18196</td>\n",
" <td>4.28466</td>\n",
" <td>0.05136</td>\n",
" <td>4.87085</td>\n",
" <td>0.00859</td>\n",
" <td>4.53359</td>\n",
" <td>0.02326</td>\n",
" <td>0.02196</td>\n",
" <td>0.00584</td>\n",
" <td>0.00929</td>\n",
" <td>0.00295</td>\n",
" <td>0.00420</td>\n",
" <td>0.00420</td>\n",
" <td>0.00406</td>\n",
" <td>0.00406</td>\n",
" <td>0.00399</td>\n",
" <td>0.00399</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>OGLE-SMC-RRLYR-0019</td>\n",
" <td>0.66879</td>\n",
" <td>0.04594</td>\n",
" <td>0.337</td>\n",
" <td>-1.22052</td>\n",
" <td>3.61341</td>\n",
" <td>1.00824</td>\n",
" <td>0.40568</td>\n",
" <td>0.30646</td>\n",
" <td>2.92054</td>\n",
" <td>6.31056</td>\n",
" <td>18.87898</td>\n",
" <td>0.12884</td>\n",
" <td>3.88404</td>\n",
" <td>0.05227</td>\n",
" <td>4.40545</td>\n",
" <td>0.03949</td>\n",
" <td>5.39631</td>\n",
" <td>0.02022</td>\n",
" <td>0.01917</td>\n",
" <td>0.00337</td>\n",
" <td>0.00524</td>\n",
" <td>0.00171</td>\n",
" <td>0.00234</td>\n",
" <td>0.00234</td>\n",
" <td>0.00243</td>\n",
" <td>0.00243</td>\n",
" <td>0.00236</td>\n",
" <td>0.00236</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>OGLE-SMC-RRLYR-0022</td>\n",
" <td>0.59274</td>\n",
" <td>0.06425</td>\n",
" <td>0.474</td>\n",
" <td>-1.73032</td>\n",
" <td>4.11579</td>\n",
" <td>1.59642</td>\n",
" <td>0.42786</td>\n",
" <td>0.31502</td>\n",
" <td>2.61961</td>\n",
" <td>5.23945</td>\n",
" <td>19.26298</td>\n",
" <td>0.17554</td>\n",
" <td>4.34267</td>\n",
" <td>0.07510</td>\n",
" <td>5.02177</td>\n",
" <td>0.05530</td>\n",
" <td>5.70110</td>\n",
" <td>0.01949</td>\n",
" <td>0.01820</td>\n",
" <td>0.00438</td>\n",
" <td>0.00678</td>\n",
" <td>0.00218</td>\n",
" <td>0.00303</td>\n",
" <td>0.00303</td>\n",
" <td>0.00317</td>\n",
" <td>0.00317</td>\n",
" <td>0.00305</td>\n",
" <td>0.00305</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>OGLE-SMC-RRLYR-0023</td>\n",
" <td>0.58802</td>\n",
" <td>0.06329</td>\n",
" <td>0.542</td>\n",
" <td>-1.54202</td>\n",
" <td>4.91767</td>\n",
" <td>1.57250</td>\n",
" <td>0.38887</td>\n",
" <td>0.36348</td>\n",
" <td>2.72403</td>\n",
" <td>5.43988</td>\n",
" <td>19.05952</td>\n",
" <td>0.18568</td>\n",
" <td>3.83517</td>\n",
" <td>0.07220</td>\n",
" <td>4.11119</td>\n",
" <td>0.06749</td>\n",
" <td>4.37903</td>\n",
" <td>0.01506</td>\n",
" <td>0.01599</td>\n",
" <td>0.00377</td>\n",
" <td>0.00616</td>\n",
" <td>0.00191</td>\n",
" <td>0.00275</td>\n",
" <td>0.00275</td>\n",
" <td>0.00258</td>\n",
" <td>0.00258</td>\n",
" <td>0.00280</td>\n",
" <td>0.00280</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>OGLE-SMC-RRLYR-0025</td>\n",
" <td>0.64292</td>\n",
" <td>0.04717</td>\n",
" <td>0.246</td>\n",
" <td>-1.05214</td>\n",
" <td>2.83266</td>\n",
" <td>1.07822</td>\n",
" <td>0.35674</td>\n",
" <td>0.17410</td>\n",
" <td>2.98100</td>\n",
" <td>6.36098</td>\n",
" <td>18.84797</td>\n",
" <td>0.10336</td>\n",
" <td>3.40149</td>\n",
" <td>0.03687</td>\n",
" <td>3.50079</td>\n",
" <td>0.01799</td>\n",
" <td>3.99906</td>\n",
" <td>0.02343</td>\n",
" <td>0.02227</td>\n",
" <td>0.00318</td>\n",
" <td>0.00497</td>\n",
" <td>0.00158</td>\n",
" <td>0.00221</td>\n",
" <td>0.00221</td>\n",
" <td>0.00229</td>\n",
" <td>0.00229</td>\n",
" <td>0.00227</td>\n",
" <td>0.00227</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>OGLE-SMC-RRLYR-0027</td>\n",
" <td>0.57219</td>\n",
" <td>0.04933</td>\n",
" <td>0.588</td>\n",
" <td>-1.58630</td>\n",
" <td>5.40630</td>\n",
" <td>1.73506</td>\n",
" <td>0.41306</td>\n",
" <td>0.32166</td>\n",
" <td>2.64596</td>\n",
" <td>5.29193</td>\n",
" <td>19.06795</td>\n",
" <td>0.20611</td>\n",
" <td>3.85664</td>\n",
" <td>0.08514</td>\n",
" <td>4.07605</td>\n",
" <td>0.06630</td>\n",
" <td>4.29547</td>\n",
" <td>0.01528</td>\n",
" <td>0.01403</td>\n",
" <td>0.00402</td>\n",
" <td>0.00615</td>\n",
" <td>0.00201</td>\n",
" <td>0.00275</td>\n",
" <td>0.00275</td>\n",
" <td>0.00294</td>\n",
" <td>0.00294</td>\n",
" <td>0.00275</td>\n",
" <td>0.00275</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>OGLE-SMC-RRLYR-0029</td>\n",
" <td>0.59371</td>\n",
" <td>0.05982</td>\n",
" <td>0.471</td>\n",
" <td>-1.61456</td>\n",
" <td>4.54543</td>\n",
" <td>1.71828</td>\n",
" <td>0.39669</td>\n",
" <td>0.33941</td>\n",
" <td>2.65725</td>\n",
" <td>5.38571</td>\n",
" <td>19.07592</td>\n",
" <td>0.17014</td>\n",
" <td>3.94640</td>\n",
" <td>0.06749</td>\n",
" <td>4.26686</td>\n",
" <td>0.05775</td>\n",
" <td>4.65854</td>\n",
" <td>0.01711</td>\n",
" <td>0.01717</td>\n",
" <td>0.00385</td>\n",
" <td>0.00614</td>\n",
" <td>0.00194</td>\n",
" <td>0.00274</td>\n",
" <td>0.00274</td>\n",
" <td>0.00270</td>\n",
" <td>0.00270</td>\n",
" <td>0.00277</td>\n",
" <td>0.00277</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>OGLE-SMC-RRLYR-0030</td>\n",
" <td>0.61589</td>\n",
" <td>0.05748</td>\n",
" <td>0.489</td>\n",
" <td>-1.62635</td>\n",
" <td>4.84506</td>\n",
" <td>1.30042</td>\n",
" <td>0.37476</td>\n",
" <td>0.37366</td>\n",
" <td>2.67712</td>\n",
" <td>5.50334</td>\n",
" <td>18.99685</td>\n",
" <td>0.17117</td>\n",
" <td>4.94788</td>\n",
" <td>0.06415</td>\n",
" <td>0.00651</td>\n",
" <td>0.06396</td>\n",
" <td>1.49743</td>\n",
" <td>0.01269</td>\n",
" <td>0.01305</td>\n",
" <td>0.00291</td>\n",
" <td>0.00467</td>\n",
" <td>0.00145</td>\n",
" <td>0.00209</td>\n",
" <td>0.00209</td>\n",
" <td>0.00203</td>\n",
" <td>0.00203</td>\n",
" <td>0.00209</td>\n",
" <td>0.00209</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>OGLE-SMC-RRLYR-0031</td>\n",
" <td>0.53180</td>\n",
" <td>0.05132</td>\n",
" <td>0.472</td>\n",
" <td>-1.31298</td>\n",
" <td>4.09196</td>\n",
" <td>1.40302</td>\n",
" <td>0.36502</td>\n",
" <td>0.26641</td>\n",
" <td>2.66828</td>\n",
" <td>5.38341</td>\n",
" <td>19.21773</td>\n",
" <td>0.18761</td>\n",
" <td>3.99247</td>\n",
" <td>0.06848</td>\n",
" <td>4.37004</td>\n",
" <td>0.04998</td>\n",
" <td>4.79446</td>\n",
" <td>0.01682</td>\n",
" <td>0.01752</td>\n",
" <td>0.00425</td>\n",
" <td>0.00689</td>\n",
" <td>0.00217</td>\n",
" <td>0.00305</td>\n",
" <td>0.00305</td>\n",
" <td>0.00295</td>\n",
" <td>0.00295</td>\n",
" <td>0.00319</td>\n",
" <td>0.00319</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>OGLE-SMC-RRLYR-0033</td>\n",
" <td>0.60512</td>\n",
" <td>0.06491</td>\n",
" <td>0.397</td>\n",
" <td>-1.41416</td>\n",
" <td>3.68904</td>\n",
" <td>1.29289</td>\n",
" <td>0.35201</td>\n",
" <td>0.24293</td>\n",
" <td>2.74577</td>\n",
" <td>5.69674</td>\n",
" <td>19.05487</td>\n",
" <td>0.16409</td>\n",
" <td>4.02635</td>\n",
" <td>0.05776</td>\n",
" <td>4.51528</td>\n",
" <td>0.03986</td>\n",
" <td>5.20942</td>\n",
" <td>0.01985</td>\n",
" <td>0.01886</td>\n",
" <td>0.00435</td>\n",
" <td>0.00686</td>\n",
" <td>0.00218</td>\n",
" <td>0.00308</td>\n",
" <td>0.00308</td>\n",
" <td>0.00307</td>\n",
" <td>0.00307</td>\n",
" <td>0.00300</td>\n",
" <td>0.00300</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>OGLE-SMC-RRLYR-0034</td>\n",
" <td>0.57411</td>\n",
" <td>0.07337</td>\n",
" <td>0.619</td>\n",
" <td>-1.32754</td>\n",
" <td>5.22563</td>\n",
" <td>1.22596</td>\n",
" <td>0.50068</td>\n",
" <td>0.37711</td>\n",
" <td>2.73496</td>\n",
" <td>5.61740</td>\n",
" <td>19.06735</td>\n",
" <td>0.19667</td>\n",
" <td>3.79138</td>\n",
" <td>0.09847</td>\n",
" <td>4.03453</td>\n",
" <td>0.07417</td>\n",
" <td>4.42516</td>\n",
" <td>0.02369</td>\n",
" <td>0.02287</td>\n",
" <td>0.00590</td>\n",
" <td>0.00936</td>\n",
" <td>0.00295</td>\n",
" <td>0.00418</td>\n",
" <td>0.00418</td>\n",
" <td>0.00416</td>\n",
" <td>0.00416</td>\n",
" <td>0.00421</td>\n",
" <td>0.00421</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>OGLE-SMC-RRLYR-0036</td>\n",
" <td>0.52222</td>\n",
" <td>0.07112</td>\n",
" <td>0.773</td>\n",
" <td>-1.54573</td>\n",
" <td>5.52348</td>\n",
" <td>2.22384</td>\n",
" <td>0.46703</td>\n",
" <td>0.35787</td>\n",
" <td>2.45042</td>\n",
" <td>5.04394</td>\n",
" <td>19.12706</td>\n",
" <td>0.25264</td>\n",
" <td>4.03883</td>\n",
" <td>0.11799</td>\n",
" <td>4.24490</td>\n",
" <td>0.09041</td>\n",
" <td>4.59406</td>\n",
" <td>0.01704</td>\n",
" <td>0.01668</td>\n",
" <td>0.00551</td>\n",
" <td>0.00873</td>\n",
" <td>0.00283</td>\n",
" <td>0.00389</td>\n",
" <td>0.00389</td>\n",
" <td>0.00390</td>\n",
" <td>0.00390</td>\n",
" <td>0.00398</td>\n",
" <td>0.00398</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>OGLE-SMC-RRLYR-0038</td>\n",
" <td>0.52309</td>\n",
" <td>0.11422</td>\n",
" <td>0.447</td>\n",
" <td>-1.38811</td>\n",
" <td>2.35135</td>\n",
" <td>1.56139</td>\n",
" <td>0.35149</td>\n",
" <td>0.11245</td>\n",
" <td>2.55493</td>\n",
" <td>5.24038</td>\n",
" <td>19.18734</td>\n",
" <td>0.20052</td>\n",
" <td>4.24191</td>\n",
" <td>0.07048</td>\n",
" <td>4.75557</td>\n",
" <td>0.02255</td>\n",
" <td>5.39975</td>\n",
" <td>0.02349</td>\n",
" <td>0.02244</td>\n",
" <td>0.00632</td>\n",
" <td>0.01004</td>\n",
" <td>0.00318</td>\n",
" <td>0.00449</td>\n",
" <td>0.00449</td>\n",
" <td>0.00444</td>\n",
" <td>0.00444</td>\n",
" <td>0.00447</td>\n",
" <td>0.00447</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>OGLE-SMC-RRLYR-0039</td>\n",
" <td>0.58353</td>\n",
" <td>0.07701</td>\n",
" <td>0.429</td>\n",
" <td>-1.36105</td>\n",
" <td>4.38913</td>\n",
" <td>1.26953</td>\n",
" <td>0.37861</td>\n",
" <td>0.29056</td>\n",
" <td>2.90527</td>\n",
" <td>5.63280</td>\n",
" <td>19.19364</td>\n",
" <td>0.16132</td>\n",
" <td>3.56243</td>\n",
" <td>0.06108</td>\n",
" <td>3.74694</td>\n",
" <td>0.04687</td>\n",
" <td>3.75371</td>\n",
" <td>0.02071</td>\n",
" <td>0.02011</td>\n",
" <td>0.00441</td>\n",
" <td>0.00696</td>\n",
" <td>0.00222</td>\n",
" <td>0.00311</td>\n",
" <td>0.00311</td>\n",
" <td>0.00313</td>\n",
" <td>0.00313</td>\n",
" <td>0.00312</td>\n",
" <td>0.00312</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>OGLE-SMC-RRLYR-0041</td>\n",
" <td>0.59520</td>\n",
" <td>0.07370</td>\n",
" <td>0.525</td>\n",
" <td>-1.54051</td>\n",
" <td>4.72684</td>\n",
" <td>1.50065</td>\n",
" <td>0.40209</td>\n",
" <td>0.30126</td>\n",
" <td>2.73453</td>\n",
" <td>5.48444</td>\n",
" <td>19.16626</td>\n",
" <td>0.18455</td>\n",
" <td>3.84176</td>\n",
" <td>0.07421</td>\n",
" <td>4.13487</td>\n",
" <td>0.05560</td>\n",
" <td>4.44336</td>\n",
" <td>0.01465</td>\n",
" <td>0.01426</td>\n",
" <td>0.00361</td>\n",
" <td>0.00579</td>\n",
" <td>0.00175</td>\n",
" <td>0.00261</td>\n",
" <td>0.00261</td>\n",
" <td>0.00249</td>\n",
" <td>0.00249</td>\n",
" <td>0.00251</td>\n",
" <td>0.00251</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>OGLE-SMC-RRLYR-0042</td>\n",
" <td>0.57229</td>\n",
" <td>0.04726</td>\n",
" <td>0.618</td>\n",
" <td>-1.44205</td>\n",
" <td>4.86458</td>\n",
" <td>1.58477</td>\n",
" <td>0.48178</td>\n",
" <td>0.34891</td>\n",
" <td>2.66062</td>\n",
" <td>5.46760</td>\n",
" <td>18.96053</td>\n",
" <td>0.20378</td>\n",
" <td>3.74965</td>\n",
" <td>0.09818</td>\n",
" <td>3.87674</td>\n",
" <td>0.07110</td>\n",
" <td>4.15019</td>\n",
" <td>0.01048</td>\n",
" <td>0.01008</td>\n",
" <td>0.00267</td>\n",
" <td>0.00415</td>\n",
" <td>0.00136</td>\n",
" <td>0.00183</td>\n",
" <td>0.00183</td>\n",
" <td>0.00194</td>\n",
" <td>0.00194</td>\n",
" <td>0.00195</td>\n",
" <td>0.00195</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4931</th>\n",
" <td>OGLE-SMC-RRLYR-6330</td>\n",
" <td>0.53478</td>\n",
" <td>0.07196</td>\n",
" <td>0.720</td>\n",
" <td>-1.39583</td>\n",
" <td>5.80897</td>\n",
" <td>1.80486</td>\n",
" <td>0.44729</td>\n",
" <td>0.34205</td>\n",
" <td>2.73467</td>\n",
" <td>5.30058</td>\n",
" <td>19.37694</td>\n",
" <td>0.24089</td>\n",
" <td>3.74693</td>\n",
" <td>0.10775</td>\n",
" <td>3.94534</td>\n",
" <td>0.08240</td>\n",
" <td>3.97499</td>\n",
" <td>0.01761</td>\n",
" <td>0.01735</td>\n",
" <td>0.00550</td>\n",
" <td>0.00876</td>\n",
" <td>0.00283</td>\n",
" <td>0.00391</td>\n",
" <td>0.00391</td>\n",
" <td>0.00387</td>\n",
" <td>0.00387</td>\n",
" <td>0.00396</td>\n",
" <td>0.00396</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4932</th>\n",
" <td>OGLE-SMC-RRLYR-6333</td>\n",
" <td>0.63243</td>\n",
" <td>0.05997</td>\n",
" <td>0.469</td>\n",
" <td>-2.04540</td>\n",
" <td>1.46923</td>\n",
" <td>1.73489</td>\n",
" <td>0.35641</td>\n",
" <td>0.19219</td>\n",
" <td>2.66473</td>\n",
" <td>5.09319</td>\n",
" <td>18.66766</td>\n",
" <td>0.19391</td>\n",
" <td>4.18765</td>\n",
" <td>0.06911</td>\n",
" <td>4.75684</td>\n",
" <td>0.03727</td>\n",
" <td>5.08975</td>\n",
" <td>0.01230</td>\n",
" <td>0.01214</td>\n",
" <td>0.00313</td>\n",
" <td>0.00490</td>\n",
" <td>0.00160</td>\n",
" <td>0.00216</td>\n",
" <td>0.00216</td>\n",
" <td>0.00226</td>\n",
" <td>0.00226</td>\n",
" <td>0.00232</td>\n",
" <td>0.00232</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4933</th>\n",
" <td>OGLE-SMC-RRLYR-6334</td>\n",
" <td>0.75118</td>\n",
" <td>0.06337</td>\n",
" <td>0.302</td>\n",
" <td>-0.99436</td>\n",
" <td>1.79890</td>\n",
" <td>0.76753</td>\n",
" <td>0.40339</td>\n",
" <td>0.22485</td>\n",
" <td>3.20782</td>\n",
" <td>7.07513</td>\n",
" <td>19.30881</td>\n",
" <td>0.11273</td>\n",
" <td>4.63029</td>\n",
" <td>0.04547</td>\n",
" <td>6.18521</td>\n",
" <td>0.02535</td>\n",
" <td>2.11643</td>\n",
" <td>0.08228</td>\n",
" <td>0.07473</td>\n",
" <td>0.01179</td>\n",
" <td>0.01791</td>\n",
" <td>0.00602</td>\n",
" <td>0.00795</td>\n",
" <td>0.00795</td>\n",
" <td>0.00870</td>\n",
" <td>0.00870</td>\n",
" <td>0.00823</td>\n",
" <td>0.00823</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4934</th>\n",
" <td>OGLE-SMC-RRLYR-6335</td>\n",
" <td>0.61272</td>\n",
" <td>0.03443</td>\n",
" <td>0.608</td>\n",
" <td>-1.58489</td>\n",
" <td>4.04707</td>\n",
" <td>1.61243</td>\n",
" <td>0.48203</td>\n",
" <td>0.26304</td>\n",
" <td>2.67919</td>\n",
" <td>5.53480</td>\n",
" <td>14.89928</td>\n",
" <td>0.22024</td>\n",
" <td>3.88209</td>\n",
" <td>0.10616</td>\n",
" <td>4.16019</td>\n",
" <td>0.05793</td>\n",
" <td>4.61471</td>\n",
" <td>0.00334</td>\n",
" <td>0.00319</td>\n",
" <td>0.00093</td>\n",
" <td>0.00147</td>\n",
" <td>0.00047</td>\n",
" <td>0.00065</td>\n",
" <td>0.00065</td>\n",
" <td>0.00067</td>\n",
" <td>0.00067</td>\n",
" <td>0.00068</td>\n",
" <td>0.00068</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4935</th>\n",
" <td>OGLE-SMC-RRLYR-6336</td>\n",
" <td>0.57443</td>\n",
" <td>0.03326</td>\n",
" <td>0.480</td>\n",
" <td>-1.08658</td>\n",
" <td>3.53587</td>\n",
" <td>1.19360</td>\n",
" <td>0.46029</td>\n",
" <td>0.25921</td>\n",
" <td>2.88870</td>\n",
" <td>5.91172</td>\n",
" <td>17.70514</td>\n",
" <td>0.17872</td>\n",
" <td>4.07518</td>\n",
" <td>0.08226</td>\n",
" <td>4.75586</td>\n",
" <td>0.04633</td>\n",
" <td>5.57087</td>\n",
" <td>0.01421</td>\n",
" <td>0.01377</td>\n",
" <td>0.00322</td>\n",
" <td>0.00506</td>\n",
" <td>0.00165</td>\n",
" <td>0.00223</td>\n",
" <td>0.00223</td>\n",
" <td>0.00232</td>\n",
" <td>0.00232</td>\n",
" <td>0.00239</td>\n",
" <td>0.00239</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4936</th>\n",
" <td>OGLE-SMC-RRLYR-6337</td>\n",
" <td>0.56308</td>\n",
" <td>0.05413</td>\n",
" <td>0.573</td>\n",
" <td>-1.35741</td>\n",
" <td>4.54776</td>\n",
" <td>1.35559</td>\n",
" <td>0.37616</td>\n",
" <td>0.36746</td>\n",
" <td>2.58546</td>\n",
" <td>5.51553</td>\n",
" <td>18.76711</td>\n",
" <td>0.20273</td>\n",
" <td>3.96240</td>\n",
" <td>0.07626</td>\n",
" <td>4.22708</td>\n",
" <td>0.07450</td>\n",
" <td>4.83636</td>\n",
" <td>0.01277</td>\n",
" <td>0.01224</td>\n",
" <td>0.00331</td>\n",
" <td>0.00502</td>\n",
" <td>0.00168</td>\n",
" <td>0.00222</td>\n",
" <td>0.00222</td>\n",
" <td>0.00245</td>\n",
" <td>0.00245</td>\n",
" <td>0.00234</td>\n",
" <td>0.00234</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4937</th>\n",
" <td>OGLE-SMC-RRLYR-6338</td>\n",
" <td>0.51922</td>\n",
" <td>0.11998</td>\n",
" <td>0.415</td>\n",
" <td>-1.40308</td>\n",
" <td>3.04512</td>\n",
" <td>1.98016</td>\n",
" <td>0.49368</td>\n",
" <td>0.33088</td>\n",
" <td>1.91587</td>\n",
" <td>5.19922</td>\n",
" <td>19.36811</td>\n",
" <td>0.15705</td>\n",
" <td>4.33730</td>\n",
" <td>0.07753</td>\n",
" <td>4.30728</td>\n",
" <td>0.05196</td>\n",
" <td>5.64474</td>\n",
" <td>0.06684</td>\n",
" <td>0.06636</td>\n",
" <td>0.01317</td>\n",
" <td>0.02083</td>\n",
" <td>0.00673</td>\n",
" <td>0.00915</td>\n",
" <td>0.00915</td>\n",
" <td>0.00948</td>\n",
" <td>0.00948</td>\n",
" <td>0.00997</td>\n",
" <td>0.00997</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4938</th>\n",
" <td>OGLE-SMC-RRLYR-6339</td>\n",
" <td>0.63888</td>\n",
" <td>0.04308</td>\n",
" <td>0.386</td>\n",
" <td>-2.05598</td>\n",
" <td>3.55864</td>\n",
" <td>1.67531</td>\n",
" <td>0.36363</td>\n",
" <td>0.23974</td>\n",
" <td>2.63983</td>\n",
" <td>5.11871</td>\n",
" <td>16.94611</td>\n",
" <td>0.15806</td>\n",
" <td>4.00169</td>\n",
" <td>0.05748</td>\n",
" <td>4.36002</td>\n",
" <td>0.03789</td>\n",
" <td>4.55740</td>\n",
" <td>0.01014</td>\n",
" <td>0.00992</td>\n",
" <td>0.00208</td>\n",
" <td>0.00322</td>\n",
" <td>0.00104</td>\n",
" <td>0.00142</td>\n",
" <td>0.00142</td>\n",
" <td>0.00152</td>\n",
" <td>0.00152</td>\n",
" <td>0.00153</td>\n",
" <td>0.00153</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4939</th>\n",
" <td>OGLE-SMC-RRLYR-6341</td>\n",
" <td>0.54131</td>\n",
" <td>0.03509</td>\n",
" <td>0.725</td>\n",
" <td>-1.37264</td>\n",
" <td>5.39778</td>\n",
" <td>2.42909</td>\n",
" <td>0.50078</td>\n",
" <td>0.38121</td>\n",
" <td>2.69044</td>\n",
" <td>5.36756</td>\n",
" <td>16.33450</td>\n",
" <td>0.23138</td>\n",
" <td>3.90636</td>\n",
" <td>0.11587</td>\n",
" <td>4.21997</td>\n",
" <td>0.08821</td>\n",
" <td>4.52026</td>\n",
" <td>0.00558</td>\n",
" <td>0.00522</td>\n",
" <td>0.00162</td>\n",
" <td>0.00253</td>\n",
" <td>0.00079</td>\n",
" <td>0.00113</td>\n",
" <td>0.00113</td>\n",
" <td>0.00116</td>\n",
" <td>0.00116</td>\n",
" <td>0.00113</td>\n",
" <td>0.00113</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4940</th>\n",
" <td>OGLE-SMC-RRLYR-6342</td>\n",
" <td>0.52079</td>\n",
" <td>0.07752</td>\n",
" <td>0.564</td>\n",
" <td>-1.41487</td>\n",
" <td>2.38046</td>\n",
" <td>1.60970</td>\n",
" <td>0.36974</td>\n",
" <td>0.13396</td>\n",
" <td>2.53433</td>\n",
" <td>5.19425</td>\n",
" <td>19.23244</td>\n",
" <td>0.23513</td>\n",
" <td>4.06373</td>\n",
" <td>0.08694</td>\n",
" <td>4.37861</td>\n",
" <td>0.03150</td>\n",
" <td>4.81908</td>\n",
" <td>0.01515</td>\n",
" <td>0.01393</td>\n",
" <td>0.00470</td>\n",
" <td>0.00737</td>\n",
" <td>0.00246</td>\n",
" <td>0.00331</td>\n",
" <td>0.00331</td>\n",
" <td>0.00335</td>\n",
" <td>0.00335</td>\n",
" <td>0.00324</td>\n",
" <td>0.00324</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4941</th>\n",
" <td>OGLE-SMC-RRLYR-6344</td>\n",
" <td>0.62211</td>\n",
" <td>0.01195</td>\n",
" <td>0.490</td>\n",
" <td>-1.26490</td>\n",
" <td>4.40245</td>\n",
" <td>1.15974</td>\n",
" <td>0.48426</td>\n",
" <td>0.33666</td>\n",
" <td>2.84900</td>\n",
" <td>5.97901</td>\n",
" <td>16.73594</td>\n",
" <td>0.16761</td>\n",
" <td>3.75427</td>\n",
" <td>0.08117</td>\n",
" <td>4.07436</td>\n",
" <td>0.05643</td>\n",
" <td>4.67545</td>\n",
" <td>0.00422</td>\n",
" <td>0.00403</td>\n",
" <td>0.00090</td>\n",
" <td>0.00141</td>\n",
" <td>0.00046</td>\n",
" <td>0.00063</td>\n",
" <td>0.00063</td>\n",
" <td>0.00064</td>\n",
" <td>0.00064</td>\n",
" <td>0.00064</td>\n",
" <td>0.00064</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4942</th>\n",
" <td>OGLE-SMC-RRLYR-6345</td>\n",
" <td>0.74118</td>\n",
" <td>0.06095</td>\n",
" <td>0.268</td>\n",
" <td>-1.49706</td>\n",
" <td>2.78865</td>\n",
" <td>1.18063</td>\n",
" <td>0.41876</td>\n",
" <td>0.16860</td>\n",
" <td>2.90164</td>\n",
" <td>6.40557</td>\n",
" <td>19.24054</td>\n",
" <td>0.10882</td>\n",
" <td>3.89844</td>\n",
" <td>0.04557</td>\n",
" <td>4.41533</td>\n",
" <td>0.01835</td>\n",
" <td>5.53450</td>\n",
" <td>0.03549</td>\n",
" <td>0.03340</td>\n",
" <td>0.00501</td>\n",
" <td>0.00788</td>\n",
" <td>0.00248</td>\n",
" <td>0.00351</td>\n",
" <td>0.00351</td>\n",
" <td>0.00357</td>\n",
" <td>0.00357</td>\n",
" <td>0.00359</td>\n",
" <td>0.00359</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4943</th>\n",
" <td>OGLE-SMC-RRLYR-6346</td>\n",
" <td>0.61943</td>\n",
" <td>0.01079</td>\n",
" <td>0.332</td>\n",
" <td>-1.01604</td>\n",
" <td>3.67605</td>\n",
" <td>0.97429</td>\n",
" <td>0.41054</td>\n",
" <td>0.26800</td>\n",
" <td>3.02359</td>\n",
" <td>6.26505</td>\n",
" <td>14.69956</td>\n",
" <td>0.12723</td>\n",
" <td>3.98853</td>\n",
" <td>0.05223</td>\n",
" <td>4.71746</td>\n",
" <td>0.03410</td>\n",
" <td>5.66426</td>\n",
" <td>0.00563</td>\n",
" <td>0.00566</td>\n",
" <td>0.00093</td>\n",
" <td>0.00147</td>\n",
" <td>0.00047</td>\n",
" <td>0.00065</td>\n",
" <td>0.00065</td>\n",
" <td>0.00067</td>\n",
" <td>0.00067</td>\n",
" <td>0.00070</td>\n",
" <td>0.00070</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4944</th>\n",
" <td>OGLE-SMC-RRLYR-6348</td>\n",
" <td>0.52103</td>\n",
" <td>0.06514</td>\n",
" <td>0.577</td>\n",
" <td>-1.23828</td>\n",
" <td>4.48583</td>\n",
" <td>1.93139</td>\n",
" <td>0.44650</td>\n",
" <td>0.16974</td>\n",
" <td>2.49207</td>\n",
" <td>5.40996</td>\n",
" <td>18.74533</td>\n",
" <td>0.23965</td>\n",
" <td>3.57424</td>\n",
" <td>0.10701</td>\n",
" <td>3.35737</td>\n",
" <td>0.04068</td>\n",
" <td>3.56631</td>\n",
" <td>0.02641</td>\n",
" <td>0.02332</td>\n",
" <td>0.00777</td>\n",
" <td>0.01149</td>\n",
" <td>0.00386</td>\n",
" <td>0.00504</td>\n",
" <td>0.00504</td>\n",
" <td>0.00592</td>\n",
" <td>0.00592</td>\n",
" <td>0.00552</td>\n",
" <td>0.00552</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4945</th>\n",
" <td>OGLE-SMC-RRLYR-6349</td>\n",
" <td>0.58107</td>\n",
" <td>0.06110</td>\n",
" <td>0.529</td>\n",
" <td>-1.22603</td>\n",
" <td>3.73993</td>\n",
" <td>1.44693</td>\n",
" <td>0.52052</td>\n",
" <td>0.34910</td>\n",
" <td>2.52664</td>\n",
" <td>5.78199</td>\n",
" <td>18.95604</td>\n",
" <td>0.18050</td>\n",
" <td>3.93810</td>\n",
" <td>0.09395</td>\n",
" <td>4.11965</td>\n",
" <td>0.06301</td>\n",
" <td>5.02991</td>\n",
" <td>0.01844</td>\n",
" <td>0.01747</td>\n",
" <td>0.00414</td>\n",
" <td>0.00650</td>\n",
" <td>0.00212</td>\n",
" <td>0.00289</td>\n",
" <td>0.00289</td>\n",
" <td>0.00297</td>\n",
" <td>0.00297</td>\n",
" <td>0.00299</td>\n",
" <td>0.00299</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4946</th>\n",
" <td>OGLE-SMC-RRLYR-6350</td>\n",
" <td>0.54500</td>\n",
" <td>0.02241</td>\n",
" <td>0.721</td>\n",
" <td>-1.24600</td>\n",
" <td>4.90939</td>\n",
" <td>1.69730</td>\n",
" <td>0.49808</td>\n",
" <td>0.36591</td>\n",
" <td>2.60117</td>\n",
" <td>5.54322</td>\n",
" <td>16.57976</td>\n",
" <td>0.23899</td>\n",
" <td>3.76700</td>\n",
" <td>0.11904</td>\n",
" <td>3.85199</td>\n",
" <td>0.08745</td>\n",
" <td>4.27786</td>\n",
" <td>0.00503</td>\n",
" <td>0.00495</td>\n",
" <td>0.00154</td>\n",
" <td>0.00249</td>\n",
" <td>0.00077</td>\n",
" <td>0.00111</td>\n",
" <td>0.00111</td>\n",
" <td>0.00107</td>\n",
" <td>0.00107</td>\n",
" <td>0.00111</td>\n",
" <td>0.00111</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4947</th>\n",
" <td>OGLE-SMC-RRLYR-6353</td>\n",
" <td>0.62096</td>\n",
" <td>0.01589</td>\n",
" <td>0.389</td>\n",
" <td>-1.13933</td>\n",
" <td>3.60449</td>\n",
" <td>1.08425</td>\n",
" <td>0.45652</td>\n",
" <td>0.30684</td>\n",
" <td>2.90213</td>\n",
" <td>6.12453</td>\n",
" <td>14.32607</td>\n",
" <td>0.13810</td>\n",
" <td>3.94860</td>\n",
" <td>0.06305</td>\n",
" <td>4.51615</td>\n",
" <td>0.04237</td>\n",
" <td>5.40397</td>\n",
" <td>0.00512</td>\n",
" <td>0.00476</td>\n",
" <td>0.00092</td>\n",
" <td>0.00146</td>\n",
" <td>0.00046</td>\n",
" <td>0.00066</td>\n",
" <td>0.00066</td>\n",
" <td>0.00064</td>\n",
" <td>0.00064</td>\n",
" <td>0.00063</td>\n",
" <td>0.00063</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4948</th>\n",
" <td>OGLE-SMC-RRLYR-6354</td>\n",
" <td>0.60579</td>\n",
" <td>0.04724</td>\n",
" <td>0.500</td>\n",
" <td>-1.31343</td>\n",
" <td>4.61189</td>\n",
" <td>0.94896</td>\n",
" <td>0.47776</td>\n",
" <td>0.44459</td>\n",
" <td>2.74851</td>\n",
" <td>5.82298</td>\n",
" <td>19.02891</td>\n",
" <td>0.16337</td>\n",
" <td>3.82713</td>\n",
" <td>0.07805</td>\n",
" <td>4.11958</td>\n",
" <td>0.07263</td>\n",
" <td>4.73799</td>\n",
" <td>0.04209</td>\n",
" <td>0.04245</td>\n",
" <td>0.00869</td>\n",
" <td>0.01369</td>\n",
" <td>0.00427</td>\n",
" <td>0.00606</td>\n",
" <td>0.00606</td>\n",
" <td>0.00624</td>\n",
" <td>0.00624</td>\n",
" <td>0.00639</td>\n",
" <td>0.00639</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4949</th>\n",
" <td>OGLE-SMC-RRLYR-6355</td>\n",
" <td>0.60593</td>\n",
" <td>0.04639</td>\n",
" <td>0.508</td>\n",
" <td>-1.60334</td>\n",
" <td>5.48140</td>\n",
" <td>1.46862</td>\n",
" <td>0.40363</td>\n",
" <td>0.33064</td>\n",
" <td>2.63427</td>\n",
" <td>5.47198</td>\n",
" <td>18.35566</td>\n",
" <td>0.17534</td>\n",
" <td>3.65499</td>\n",
" <td>0.07077</td>\n",
" <td>3.66107</td>\n",
" <td>0.05798</td>\n",
" <td>3.87059</td>\n",
" <td>0.00966</td>\n",
" <td>0.00958</td>\n",
" <td>0.00220</td>\n",
" <td>0.00345</td>\n",
" <td>0.00112</td>\n",
" <td>0.00153</td>\n",
" <td>0.00153</td>\n",
" <td>0.00158</td>\n",
" <td>0.00158</td>\n",
" <td>0.00160</td>\n",
" <td>0.00160</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4950</th>\n",
" <td>OGLE-SMC-RRLYR-6356</td>\n",
" <td>0.74453</td>\n",
" <td>0.02227</td>\n",
" <td>0.534</td>\n",
" <td>-1.58500</td>\n",
" <td>3.72065</td>\n",
" <td>0.92231</td>\n",
" <td>0.51884</td>\n",
" <td>0.30775</td>\n",
" <td>3.13519</td>\n",
" <td>6.31883</td>\n",
" <td>16.15379</td>\n",
" <td>0.18142</td>\n",
" <td>3.65922</td>\n",
" <td>0.09413</td>\n",
" <td>4.17045</td>\n",
" <td>0.05583</td>\n",
" <td>4.73011</td>\n",
" <td>0.00602</td>\n",
" <td>0.00554</td>\n",
" <td>0.00134</td>\n",
" <td>0.00206</td>\n",
" <td>0.00070</td>\n",
" <td>0.00091</td>\n",
" <td>0.00091</td>\n",
" <td>0.00098</td>\n",
" <td>0.00098</td>\n",
" <td>0.00097</td>\n",
" <td>0.00097</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4951</th>\n",
" <td>OGLE-SMC-RRLYR-6358</td>\n",
" <td>0.57714</td>\n",
" <td>0.09009</td>\n",
" <td>0.652</td>\n",
" <td>-1.46658</td>\n",
" <td>5.13885</td>\n",
" <td>1.16427</td>\n",
" <td>0.36123</td>\n",
" <td>0.33751</td>\n",
" <td>2.90107</td>\n",
" <td>5.46670</td>\n",
" <td>18.29254</td>\n",
" <td>0.23464</td>\n",
" <td>3.90592</td>\n",
" <td>0.08476</td>\n",
" <td>4.42974</td>\n",
" <td>0.07919</td>\n",
" <td>4.61810</td>\n",
" <td>0.01861</td>\n",
" <td>0.02023</td>\n",
" <td>0.00587</td>\n",
" <td>0.00956</td>\n",
" <td>0.00325</td>\n",
" <td>0.00421</td>\n",
" <td>0.00421</td>\n",
" <td>0.00409</td>\n",
" <td>0.00409</td>\n",
" <td>0.00453</td>\n",
" <td>0.00453</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4952</th>\n",
" <td>OGLE-SMC-RRLYR-6359</td>\n",
" <td>0.66457</td>\n",
" <td>0.04460</td>\n",
" <td>0.144</td>\n",
" <td>0.14823</td>\n",
" <td>1.83294</td>\n",
" <td>0.52550</td>\n",
" <td>0.51641</td>\n",
" <td>0.10254</td>\n",
" <td>3.46545</td>\n",
" <td>7.94656</td>\n",
" <td>19.20323</td>\n",
" <td>0.04766</td>\n",
" <td>3.63741</td>\n",
" <td>0.02461</td>\n",
" <td>4.45707</td>\n",
" <td>0.00489</td>\n",
" <td>0.00922</td>\n",
" <td>0.08637</td>\n",
" <td>0.07738</td>\n",
" <td>0.00513</td>\n",
" <td>0.00805</td>\n",
" <td>0.00253</td>\n",
" <td>0.00358</td>\n",
" <td>0.00358</td>\n",
" <td>0.00368</td>\n",
" <td>0.00368</td>\n",
" <td>0.00367</td>\n",
" <td>0.00367</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4953</th>\n",
" <td>OGLE-SMC-RRLYR-6361</td>\n",
" <td>0.53437</td>\n",
" <td>0.03425</td>\n",
" <td>0.713</td>\n",
" <td>-1.42595</td>\n",
" <td>5.48041</td>\n",
" <td>2.47955</td>\n",
" <td>0.51398</td>\n",
" <td>0.35138</td>\n",
" <td>2.53848</td>\n",
" <td>5.26157</td>\n",
" <td>16.75527</td>\n",
" <td>0.22850</td>\n",
" <td>3.99242</td>\n",
" <td>0.11745</td>\n",
" <td>4.24014</td>\n",
" <td>0.08029</td>\n",
" <td>4.67246</td>\n",
" <td>0.00627</td>\n",
" <td>0.00538</td>\n",
" <td>0.00182</td>\n",
" <td>0.00286</td>\n",
" <td>0.00091</td>\n",
" <td>0.00131</td>\n",
" <td>0.00131</td>\n",
" <td>0.00126</td>\n",
" <td>0.00126</td>\n",
" <td>0.00114</td>\n",
" <td>0.00114</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4954</th>\n",
" <td>OGLE-SMC-RRLYR-6362</td>\n",
" <td>0.61500</td>\n",
" <td>0.04216</td>\n",
" <td>0.445</td>\n",
" <td>-0.81707</td>\n",
" <td>3.76127</td>\n",
" <td>0.81891</td>\n",
" <td>0.41778</td>\n",
" <td>0.35184</td>\n",
" <td>2.82069</td>\n",
" <td>6.48015</td>\n",
" <td>18.62328</td>\n",
" <td>0.14099</td>\n",
" <td>3.95537</td>\n",
" <td>0.05890</td>\n",
" <td>4.44824</td>\n",
" <td>0.04961</td>\n",
" <td>5.77989</td>\n",
" <td>0.04143</td>\n",
" <td>0.03788</td>\n",
" <td>0.00751</td>\n",
" <td>0.01155</td>\n",
" <td>0.00368</td>\n",
" <td>0.00520</td>\n",
" <td>0.00520</td>\n",
" <td>0.00542</td>\n",
" <td>0.00542</td>\n",
" <td>0.00502</td>\n",
" <td>0.00502</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4955</th>\n",
" <td>OGLE-SMC-RRLYR-6363</td>\n",
" <td>0.52040</td>\n",
" <td>0.05929</td>\n",
" <td>0.643</td>\n",
" <td>-1.37224</td>\n",
" <td>4.38066</td>\n",
" <td>1.97222</td>\n",
" <td>0.41546</td>\n",
" <td>0.27425</td>\n",
" <td>2.55393</td>\n",
" <td>5.24363</td>\n",
" <td>18.86346</td>\n",
" <td>0.24342</td>\n",
" <td>4.14037</td>\n",
" <td>0.10113</td>\n",
" <td>4.55149</td>\n",
" <td>0.06676</td>\n",
" <td>5.09838</td>\n",
" <td>0.01124</td>\n",
" <td>0.01076</td>\n",
" <td>0.00359</td>\n",
" <td>0.00570</td>\n",
" <td>0.00181</td>\n",
" <td>0.00256</td>\n",
" <td>0.00256</td>\n",
" <td>0.00252</td>\n",
" <td>0.00252</td>\n",
" <td>0.00252</td>\n",
" <td>0.00252</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4956</th>\n",
" <td>OGLE-SMC-RRLYR-6366</td>\n",
" <td>0.70191</td>\n",
" <td>0.03787</td>\n",
" <td>0.399</td>\n",
" <td>-1.58621</td>\n",
" <td>3.37707</td>\n",
" <td>1.14170</td>\n",
" <td>0.42346</td>\n",
" <td>0.24033</td>\n",
" <td>2.83474</td>\n",
" <td>6.06377</td>\n",
" <td>18.52084</td>\n",
" <td>0.15373</td>\n",
" <td>4.17855</td>\n",
" <td>0.06510</td>\n",
" <td>4.90865</td>\n",
" <td>0.03695</td>\n",
" <td>6.03303</td>\n",
" <td>0.03035</td>\n",
" <td>0.02937</td>\n",
" <td>0.00601</td>\n",
" <td>0.00945</td>\n",
" <td>0.00295</td>\n",
" <td>0.00418</td>\n",
" <td>0.00418</td>\n",
" <td>0.00432</td>\n",
" <td>0.00432</td>\n",
" <td>0.00440</td>\n",
" <td>0.00440</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4957</th>\n",
" <td>OGLE-SMC-RRLYR-6367</td>\n",
" <td>0.44403</td>\n",
" <td>0.01506</td>\n",
" <td>0.828</td>\n",
" <td>-1.00482</td>\n",
" <td>6.56695</td>\n",
" <td>2.13572</td>\n",
" <td>0.47280</td>\n",
" <td>0.37115</td>\n",
" <td>2.50650</td>\n",
" <td>5.23522</td>\n",
" <td>16.34589</td>\n",
" <td>0.27816</td>\n",
" <td>3.84350</td>\n",
" <td>0.13151</td>\n",
" <td>3.91032</td>\n",
" <td>0.10324</td>\n",
" <td>4.19936</td>\n",
" <td>0.00427</td>\n",
" <td>0.00419</td>\n",
" <td>0.00150</td>\n",
" <td>0.00234</td>\n",
" <td>0.00078</td>\n",
" <td>0.00103</td>\n",
" <td>0.00103</td>\n",
" <td>0.00108</td>\n",
" <td>0.00108</td>\n",
" <td>0.00110</td>\n",
" <td>0.00110</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4958</th>\n",
" <td>OGLE-SMC-RRLYR-6368</td>\n",
" <td>0.68054</td>\n",
" <td>0.06154</td>\n",
" <td>0.595</td>\n",
" <td>-1.60261</td>\n",
" <td>5.02846</td>\n",
" <td>1.19590</td>\n",
" <td>0.48995</td>\n",
" <td>0.41218</td>\n",
" <td>2.52014</td>\n",
" <td>5.91674</td>\n",
" <td>19.11388</td>\n",
" <td>0.19124</td>\n",
" <td>3.81335</td>\n",
" <td>0.09370</td>\n",
" <td>3.86366</td>\n",
" <td>0.07883</td>\n",
" <td>4.79042</td>\n",
" <td>0.04159</td>\n",
" <td>0.03642</td>\n",
" <td>0.00972</td>\n",
" <td>0.01435</td>\n",
" <td>0.00492</td>\n",
" <td>0.00641</td>\n",
" <td>0.00641</td>\n",
" <td>0.00731</td>\n",
" <td>0.00731</td>\n",
" <td>0.00644</td>\n",
" <td>0.00644</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4959</th>\n",
" <td>OGLE-SMC-RRLYR-6370</td>\n",
" <td>0.51669</td>\n",
" <td>0.00885</td>\n",
" <td>0.259</td>\n",
" <td>-0.10266</td>\n",
" <td>2.26069</td>\n",
" <td>0.84318</td>\n",
" <td>0.28583</td>\n",
" <td>0.10998</td>\n",
" <td>3.29388</td>\n",
" <td>6.76235</td>\n",
" <td>14.80843</td>\n",
" <td>0.11877</td>\n",
" <td>4.06643</td>\n",
" <td>0.03395</td>\n",
" <td>5.14356</td>\n",
" <td>0.01306</td>\n",
" <td>0.11209</td>\n",
" <td>0.00575</td>\n",
" <td>0.00608</td>\n",
" <td>0.00095</td>\n",
" <td>0.00157</td>\n",
" <td>0.00049</td>\n",
" <td>0.00070</td>\n",
" <td>0.00070</td>\n",
" <td>0.00065</td>\n",
" <td>0.00065</td>\n",
" <td>0.00072</td>\n",
" <td>0.00072</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4960</th>\n",
" <td>OGLE-SMC-RRLYR-6371</td>\n",
" <td>0.60818</td>\n",
" <td>0.05808</td>\n",
" <td>0.356</td>\n",
" <td>-2.03853</td>\n",
" <td>4.67955</td>\n",
" <td>1.99702</td>\n",
" <td>0.36442</td>\n",
" <td>0.27999</td>\n",
" <td>2.28679</td>\n",
" <td>4.95727</td>\n",
" <td>18.87027</td>\n",
" <td>0.13998</td>\n",
" <td>4.01657</td>\n",
" <td>0.05101</td>\n",
" <td>4.03675</td>\n",
" <td>0.03919</td>\n",
" <td>4.44061</td>\n",
" <td>0.05248</td>\n",
" <td>0.05320</td>\n",
" <td>0.00968</td>\n",
" <td>0.01533</td>\n",
" <td>0.00449</td>\n",
" <td>0.00676</td>\n",
" <td>0.00676</td>\n",
" <td>0.00692</td>\n",
" <td>0.00692</td>\n",
" <td>0.00720</td>\n",
" <td>0.00720</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>4961 rows × 29 columns</p>\n",
"</div>"
],
"text/plain": [
" ID Period rms Amplitude Fe_H Skewness \\\n",
"0 OGLE-SMC-RRLYR-0001 0.55881 0.05005 0.647 -1.47868 5.17973 \n",
"1 OGLE-SMC-RRLYR-0002 0.59479 0.05025 0.390 -1.21418 3.88199 \n",
"2 OGLE-SMC-RRLYR-0003 0.65068 0.06082 0.278 -1.24799 2.32783 \n",
"3 OGLE-SMC-RRLYR-0005 0.56527 0.10520 0.461 -1.43464 1.97929 \n",
"4 OGLE-SMC-RRLYR-0006 0.54718 0.06006 0.687 -1.50173 5.15788 \n",
"5 OGLE-SMC-RRLYR-0008 0.63288 0.05785 0.343 -1.16613 3.53282 \n",
"6 OGLE-SMC-RRLYR-0009 0.69476 0.05595 0.535 -1.62741 4.51817 \n",
"7 OGLE-SMC-RRLYR-0010 0.55303 0.05833 0.382 -1.25050 3.74616 \n",
"8 OGLE-SMC-RRLYR-0011 0.59576 0.06516 0.428 -1.35983 4.48171 \n",
"9 OGLE-SMC-RRLYR-0012 0.62563 0.05894 0.436 -1.25887 4.09938 \n",
"10 OGLE-SMC-RRLYR-0013 0.67118 0.05668 0.361 -1.38507 3.82529 \n",
"11 OGLE-SMC-RRLYR-0014 0.60438 0.06152 0.519 -1.58890 4.87788 \n",
"12 OGLE-SMC-RRLYR-0015 0.60999 0.05423 0.459 -1.35848 4.04105 \n",
"13 OGLE-SMC-RRLYR-0016 0.65390 0.02753 0.121 -1.82063 4.06888 \n",
"14 OGLE-SMC-RRLYR-0018 0.56080 0.10550 0.437 -2.39238 1.37454 \n",
"15 OGLE-SMC-RRLYR-0019 0.66879 0.04594 0.337 -1.22052 3.61341 \n",
"16 OGLE-SMC-RRLYR-0022 0.59274 0.06425 0.474 -1.73032 4.11579 \n",
"17 OGLE-SMC-RRLYR-0023 0.58802 0.06329 0.542 -1.54202 4.91767 \n",
"18 OGLE-SMC-RRLYR-0025 0.64292 0.04717 0.246 -1.05214 2.83266 \n",
"19 OGLE-SMC-RRLYR-0027 0.57219 0.04933 0.588 -1.58630 5.40630 \n",
"20 OGLE-SMC-RRLYR-0029 0.59371 0.05982 0.471 -1.61456 4.54543 \n",
"21 OGLE-SMC-RRLYR-0030 0.61589 0.05748 0.489 -1.62635 4.84506 \n",
"22 OGLE-SMC-RRLYR-0031 0.53180 0.05132 0.472 -1.31298 4.09196 \n",
"23 OGLE-SMC-RRLYR-0033 0.60512 0.06491 0.397 -1.41416 3.68904 \n",
"24 OGLE-SMC-RRLYR-0034 0.57411 0.07337 0.619 -1.32754 5.22563 \n",
"25 OGLE-SMC-RRLYR-0036 0.52222 0.07112 0.773 -1.54573 5.52348 \n",
"26 OGLE-SMC-RRLYR-0038 0.52309 0.11422 0.447 -1.38811 2.35135 \n",
"27 OGLE-SMC-RRLYR-0039 0.58353 0.07701 0.429 -1.36105 4.38913 \n",
"28 OGLE-SMC-RRLYR-0041 0.59520 0.07370 0.525 -1.54051 4.72684 \n",
"29 OGLE-SMC-RRLYR-0042 0.57229 0.04726 0.618 -1.44205 4.86458 \n",
"... ... ... ... ... ... ... \n",
"4931 OGLE-SMC-RRLYR-6330 0.53478 0.07196 0.720 -1.39583 5.80897 \n",
"4932 OGLE-SMC-RRLYR-6333 0.63243 0.05997 0.469 -2.04540 1.46923 \n",
"4933 OGLE-SMC-RRLYR-6334 0.75118 0.06337 0.302 -0.99436 1.79890 \n",
"4934 OGLE-SMC-RRLYR-6335 0.61272 0.03443 0.608 -1.58489 4.04707 \n",
"4935 OGLE-SMC-RRLYR-6336 0.57443 0.03326 0.480 -1.08658 3.53587 \n",
"4936 OGLE-SMC-RRLYR-6337 0.56308 0.05413 0.573 -1.35741 4.54776 \n",
"4937 OGLE-SMC-RRLYR-6338 0.51922 0.11998 0.415 -1.40308 3.04512 \n",
"4938 OGLE-SMC-RRLYR-6339 0.63888 0.04308 0.386 -2.05598 3.55864 \n",
"4939 OGLE-SMC-RRLYR-6341 0.54131 0.03509 0.725 -1.37264 5.39778 \n",
"4940 OGLE-SMC-RRLYR-6342 0.52079 0.07752 0.564 -1.41487 2.38046 \n",
"4941 OGLE-SMC-RRLYR-6344 0.62211 0.01195 0.490 -1.26490 4.40245 \n",
"4942 OGLE-SMC-RRLYR-6345 0.74118 0.06095 0.268 -1.49706 2.78865 \n",
"4943 OGLE-SMC-RRLYR-6346 0.61943 0.01079 0.332 -1.01604 3.67605 \n",
"4944 OGLE-SMC-RRLYR-6348 0.52103 0.06514 0.577 -1.23828 4.48583 \n",
"4945 OGLE-SMC-RRLYR-6349 0.58107 0.06110 0.529 -1.22603 3.73993 \n",
"4946 OGLE-SMC-RRLYR-6350 0.54500 0.02241 0.721 -1.24600 4.90939 \n",
"4947 OGLE-SMC-RRLYR-6353 0.62096 0.01589 0.389 -1.13933 3.60449 \n",
"4948 OGLE-SMC-RRLYR-6354 0.60579 0.04724 0.500 -1.31343 4.61189 \n",
"4949 OGLE-SMC-RRLYR-6355 0.60593 0.04639 0.508 -1.60334 5.48140 \n",
"4950 OGLE-SMC-RRLYR-6356 0.74453 0.02227 0.534 -1.58500 3.72065 \n",
"4951 OGLE-SMC-RRLYR-6358 0.57714 0.09009 0.652 -1.46658 5.13885 \n",
"4952 OGLE-SMC-RRLYR-6359 0.66457 0.04460 0.144 0.14823 1.83294 \n",
"4953 OGLE-SMC-RRLYR-6361 0.53437 0.03425 0.713 -1.42595 5.48041 \n",
"4954 OGLE-SMC-RRLYR-6362 0.61500 0.04216 0.445 -0.81707 3.76127 \n",
"4955 OGLE-SMC-RRLYR-6363 0.52040 0.05929 0.643 -1.37224 4.38066 \n",
"4956 OGLE-SMC-RRLYR-6366 0.70191 0.03787 0.399 -1.58621 3.37707 \n",
"4957 OGLE-SMC-RRLYR-6367 0.44403 0.01506 0.828 -1.00482 6.56695 \n",
"4958 OGLE-SMC-RRLYR-6368 0.68054 0.06154 0.595 -1.60261 5.02846 \n",
"4959 OGLE-SMC-RRLYR-6370 0.51669 0.00885 0.259 -0.10266 2.26069 \n",
"4960 OGLE-SMC-RRLYR-6371 0.60818 0.05808 0.356 -2.03853 4.67955 \n",
"\n",
" acuteness R21 R31 Phi21 Phi31 A0 A1 \\\n",
"0 1.74725 0.43399 0.32042 2.64703 5.34299 19.06259 0.22284 \n",
"1 1.05146 0.41802 0.31414 2.88643 5.87803 19.00946 0.14329 \n",
"2 1.13513 0.30742 0.12629 2.91025 6.16947 19.15828 0.12136 \n",
"3 1.87572 0.39412 0.17869 2.57736 5.43482 19.05841 0.17870 \n",
"4 1.86802 0.44964 0.35210 2.68027 5.24583 19.01223 0.23245 \n",
"5 1.00803 0.40800 0.26330 2.92141 6.16291 19.15441 0.13104 \n",
"6 1.00059 0.49840 0.36094 2.93988 5.97125 18.89076 0.17805 \n",
"7 1.29412 0.28358 0.20355 2.79883 5.58548 19.25850 0.17012 \n",
"8 1.37558 0.37925 0.29230 2.65410 5.70704 19.16784 0.16384 \n",
"9 1.11146 0.37288 0.32937 2.82694 6.00726 19.19334 0.16219 \n",
"10 0.95750 0.35913 0.24095 3.05458 6.12506 19.02690 0.14833 \n",
"11 1.29878 0.34656 0.39125 2.77323 5.48034 19.16878 0.17859 \n",
"12 1.12137 0.43733 0.32393 2.85347 5.79333 19.13356 0.16583 \n",
"13 1.40412 0.33730 0.34189 2.44909 5.49366 18.15895 0.04605 \n",
"14 1.50451 0.28225 0.04718 2.58471 4.24597 19.35820 0.18196 \n",
"15 1.00824 0.40568 0.30646 2.92054 6.31056 18.87898 0.12884 \n",
"16 1.59642 0.42786 0.31502 2.61961 5.23945 19.26298 0.17554 \n",
"17 1.57250 0.38887 0.36348 2.72403 5.43988 19.05952 0.18568 \n",
"18 1.07822 0.35674 0.17410 2.98100 6.36098 18.84797 0.10336 \n",
"19 1.73506 0.41306 0.32166 2.64596 5.29193 19.06795 0.20611 \n",
"20 1.71828 0.39669 0.33941 2.65725 5.38571 19.07592 0.17014 \n",
"21 1.30042 0.37476 0.37366 2.67712 5.50334 18.99685 0.17117 \n",
"22 1.40302 0.36502 0.26641 2.66828 5.38341 19.21773 0.18761 \n",
"23 1.29289 0.35201 0.24293 2.74577 5.69674 19.05487 0.16409 \n",
"24 1.22596 0.50068 0.37711 2.73496 5.61740 19.06735 0.19667 \n",
"25 2.22384 0.46703 0.35787 2.45042 5.04394 19.12706 0.25264 \n",
"26 1.56139 0.35149 0.11245 2.55493 5.24038 19.18734 0.20052 \n",
"27 1.26953 0.37861 0.29056 2.90527 5.63280 19.19364 0.16132 \n",
"28 1.50065 0.40209 0.30126 2.73453 5.48444 19.16626 0.18455 \n",
"29 1.58477 0.48178 0.34891 2.66062 5.46760 18.96053 0.20378 \n",
"... ... ... ... ... ... ... ... \n",
"4931 1.80486 0.44729 0.34205 2.73467 5.30058 19.37694 0.24089 \n",
"4932 1.73489 0.35641 0.19219 2.66473 5.09319 18.66766 0.19391 \n",
"4933 0.76753 0.40339 0.22485 3.20782 7.07513 19.30881 0.11273 \n",
"4934 1.61243 0.48203 0.26304 2.67919 5.53480 14.89928 0.22024 \n",
"4935 1.19360 0.46029 0.25921 2.88870 5.91172 17.70514 0.17872 \n",
"4936 1.35559 0.37616 0.36746 2.58546 5.51553 18.76711 0.20273 \n",
"4937 1.98016 0.49368 0.33088 1.91587 5.19922 19.36811 0.15705 \n",
"4938 1.67531 0.36363 0.23974 2.63983 5.11871 16.94611 0.15806 \n",
"4939 2.42909 0.50078 0.38121 2.69044 5.36756 16.33450 0.23138 \n",
"4940 1.60970 0.36974 0.13396 2.53433 5.19425 19.23244 0.23513 \n",
"4941 1.15974 0.48426 0.33666 2.84900 5.97901 16.73594 0.16761 \n",
"4942 1.18063 0.41876 0.16860 2.90164 6.40557 19.24054 0.10882 \n",
"4943 0.97429 0.41054 0.26800 3.02359 6.26505 14.69956 0.12723 \n",
"4944 1.93139 0.44650 0.16974 2.49207 5.40996 18.74533 0.23965 \n",
"4945 1.44693 0.52052 0.34910 2.52664 5.78199 18.95604 0.18050 \n",
"4946 1.69730 0.49808 0.36591 2.60117 5.54322 16.57976 0.23899 \n",
"4947 1.08425 0.45652 0.30684 2.90213 6.12453 14.32607 0.13810 \n",
"4948 0.94896 0.47776 0.44459 2.74851 5.82298 19.02891 0.16337 \n",
"4949 1.46862 0.40363 0.33064 2.63427 5.47198 18.35566 0.17534 \n",
"4950 0.92231 0.51884 0.30775 3.13519 6.31883 16.15379 0.18142 \n",
"4951 1.16427 0.36123 0.33751 2.90107 5.46670 18.29254 0.23464 \n",
"4952 0.52550 0.51641 0.10254 3.46545 7.94656 19.20323 0.04766 \n",
"4953 2.47955 0.51398 0.35138 2.53848 5.26157 16.75527 0.22850 \n",
"4954 0.81891 0.41778 0.35184 2.82069 6.48015 18.62328 0.14099 \n",
"4955 1.97222 0.41546 0.27425 2.55393 5.24363 18.86346 0.24342 \n",
"4956 1.14170 0.42346 0.24033 2.83474 6.06377 18.52084 0.15373 \n",
"4957 2.13572 0.47280 0.37115 2.50650 5.23522 16.34589 0.27816 \n",
"4958 1.19590 0.48995 0.41218 2.52014 5.91674 19.11388 0.19124 \n",
"4959 0.84318 0.28583 0.10998 3.29388 6.76235 14.80843 0.11877 \n",
"4960 1.99702 0.36442 0.27999 2.28679 4.95727 18.87027 0.13998 \n",
"\n",
" Phi1 A2 Phi2 A3 Phi3 eR21 eR31 ePhi21 \\\n",
"0 3.89977 0.09671 4.16338 0.07140 4.47592 0.01348 0.01326 0.00383 \n",
"1 3.92149 0.05990 4.44623 0.04501 5.07614 0.01830 0.01762 0.00338 \n",
"2 3.07346 0.03731 2.77399 0.01533 2.82349 0.02065 0.02037 0.00339 \n",
"3 3.94683 0.07043 4.18784 0.03193 4.70895 0.01603 0.01437 0.00371 \n",
"4 3.76519 0.10452 3.92747 0.08185 3.97502 0.01274 0.01236 0.00379 \n",
"5 3.77496 0.05347 4.18813 0.03450 4.92141 0.01958 0.01860 0.00343 \n",
"6 3.67685 0.08874 4.01039 0.06426 4.43543 0.02171 0.02137 0.00492 \n",
"7 3.92814 0.04824 4.37194 0.03463 4.80354 0.01988 0.01987 0.00458 \n",
"8 4.29020 0.06214 4.95131 0.04789 6.01126 0.01746 0.01756 0.00380 \n",
"9 3.59886 0.06048 3.74148 0.05342 4.23747 0.01725 0.01647 0.00367 \n",
"10 3.57513 0.05327 3.92166 0.03574 4.28409 0.01909 0.01841 0.00379 \n",
"11 3.72124 0.06189 3.93252 0.06987 4.07769 0.01578 0.01645 0.00383 \n",
"12 4.28457 0.07252 5.13943 0.05372 6.08068 0.02020 0.01863 0.00429 \n",
"13 3.41867 0.01553 3.00324 0.01575 3.18329 0.02567 0.02546 0.00164 \n",
"14 4.28466 0.05136 4.87085 0.00859 4.53359 0.02326 0.02196 0.00584 \n",
"15 3.88404 0.05227 4.40545 0.03949 5.39631 0.02022 0.01917 0.00337 \n",
"16 4.34267 0.07510 5.02177 0.05530 5.70110 0.01949 0.01820 0.00438 \n",
"17 3.83517 0.07220 4.11119 0.06749 4.37903 0.01506 0.01599 0.00377 \n",
"18 3.40149 0.03687 3.50079 0.01799 3.99906 0.02343 0.02227 0.00318 \n",
"19 3.85664 0.08514 4.07605 0.06630 4.29547 0.01528 0.01403 0.00402 \n",
"20 3.94640 0.06749 4.26686 0.05775 4.65854 0.01711 0.01717 0.00385 \n",
"21 4.94788 0.06415 0.00651 0.06396 1.49743 0.01269 0.01305 0.00291 \n",
"22 3.99247 0.06848 4.37004 0.04998 4.79446 0.01682 0.01752 0.00425 \n",
"23 4.02635 0.05776 4.51528 0.03986 5.20942 0.01985 0.01886 0.00435 \n",
"24 3.79138 0.09847 4.03453 0.07417 4.42516 0.02369 0.02287 0.00590 \n",
"25 4.03883 0.11799 4.24490 0.09041 4.59406 0.01704 0.01668 0.00551 \n",
"26 4.24191 0.07048 4.75557 0.02255 5.39975 0.02349 0.02244 0.00632 \n",
"27 3.56243 0.06108 3.74694 0.04687 3.75371 0.02071 0.02011 0.00441 \n",
"28 3.84176 0.07421 4.13487 0.05560 4.44336 0.01465 0.01426 0.00361 \n",
"29 3.74965 0.09818 3.87674 0.07110 4.15019 0.01048 0.01008 0.00267 \n",
"... ... ... ... ... ... ... ... ... \n",
"4931 3.74693 0.10775 3.94534 0.08240 3.97499 0.01761 0.01735 0.00550 \n",
"4932 4.18765 0.06911 4.75684 0.03727 5.08975 0.01230 0.01214 0.00313 \n",
"4933 4.63029 0.04547 6.18521 0.02535 2.11643 0.08228 0.07473 0.01179 \n",
"4934 3.88209 0.10616 4.16019 0.05793 4.61471 0.00334 0.00319 0.00093 \n",
"4935 4.07518 0.08226 4.75586 0.04633 5.57087 0.01421 0.01377 0.00322 \n",
"4936 3.96240 0.07626 4.22708 0.07450 4.83636 0.01277 0.01224 0.00331 \n",
"4937 4.33730 0.07753 4.30728 0.05196 5.64474 0.06684 0.06636 0.01317 \n",
"4938 4.00169 0.05748 4.36002 0.03789 4.55740 0.01014 0.00992 0.00208 \n",
"4939 3.90636 0.11587 4.21997 0.08821 4.52026 0.00558 0.00522 0.00162 \n",
"4940 4.06373 0.08694 4.37861 0.03150 4.81908 0.01515 0.01393 0.00470 \n",
"4941 3.75427 0.08117 4.07436 0.05643 4.67545 0.00422 0.00403 0.00090 \n",
"4942 3.89844 0.04557 4.41533 0.01835 5.53450 0.03549 0.03340 0.00501 \n",
"4943 3.98853 0.05223 4.71746 0.03410 5.66426 0.00563 0.00566 0.00093 \n",
"4944 3.57424 0.10701 3.35737 0.04068 3.56631 0.02641 0.02332 0.00777 \n",
"4945 3.93810 0.09395 4.11965 0.06301 5.02991 0.01844 0.01747 0.00414 \n",
"4946 3.76700 0.11904 3.85199 0.08745 4.27786 0.00503 0.00495 0.00154 \n",
"4947 3.94860 0.06305 4.51615 0.04237 5.40397 0.00512 0.00476 0.00092 \n",
"4948 3.82713 0.07805 4.11958 0.07263 4.73799 0.04209 0.04245 0.00869 \n",
"4949 3.65499 0.07077 3.66107 0.05798 3.87059 0.00966 0.00958 0.00220 \n",
"4950 3.65922 0.09413 4.17045 0.05583 4.73011 0.00602 0.00554 0.00134 \n",
"4951 3.90592 0.08476 4.42974 0.07919 4.61810 0.01861 0.02023 0.00587 \n",
"4952 3.63741 0.02461 4.45707 0.00489 0.00922 0.08637 0.07738 0.00513 \n",
"4953 3.99242 0.11745 4.24014 0.08029 4.67246 0.00627 0.00538 0.00182 \n",
"4954 3.95537 0.05890 4.44824 0.04961 5.77989 0.04143 0.03788 0.00751 \n",
"4955 4.14037 0.10113 4.55149 0.06676 5.09838 0.01124 0.01076 0.00359 \n",
"4956 4.17855 0.06510 4.90865 0.03695 6.03303 0.03035 0.02937 0.00601 \n",
"4957 3.84350 0.13151 3.91032 0.10324 4.19936 0.00427 0.00419 0.00150 \n",
"4958 3.81335 0.09370 3.86366 0.07883 4.79042 0.04159 0.03642 0.00972 \n",
"4959 4.06643 0.03395 5.14356 0.01306 0.11209 0.00575 0.00608 0.00095 \n",
"4960 4.01657 0.05101 4.03675 0.03919 4.44061 0.05248 0.05320 0.00968 \n",
"\n",
" ePhi31 eA0 eA1 ePhi1 eA2 ePhi2 eA3 ePhi3 \n",
"0 0.00600 0.00199 0.00265 0.00265 0.00277 0.00277 0.00283 0.00283 \n",
"1 0.00528 0.00168 0.00235 0.00235 0.00243 0.00243 0.00241 0.00241 \n",
"2 0.00540 0.00172 0.00241 0.00241 0.00239 0.00239 0.00245 0.00245 \n",
"3 0.00573 0.00185 0.00257 0.00257 0.00268 0.00268 0.00253 0.00253 \n",
"4 0.00594 0.00191 0.00264 0.00264 0.00271 0.00271 0.00272 0.00272 \n",
"5 0.00550 0.00170 0.00249 0.00249 0.00236 0.00236 0.00235 0.00235 \n",
"6 0.00788 0.00248 0.00351 0.00351 0.00345 0.00345 0.00359 0.00359 \n",
"7 0.00724 0.00229 0.00322 0.00322 0.00326 0.00326 0.00332 0.00332 \n",
"8 0.00608 0.00194 0.00271 0.00271 0.00267 0.00267 0.00277 0.00277 \n",
"9 0.00572 0.00182 0.00256 0.00256 0.00263 0.00263 0.00253 0.00253 \n",
"10 0.00601 0.00186 0.00269 0.00269 0.00266 0.00266 0.00265 0.00265 \n",
"11 0.00616 0.00190 0.00276 0.00276 0.00265 0.00265 0.00273 0.00273 \n",
"12 0.00666 0.00210 0.00299 0.00299 0.00308 0.00308 0.00293 0.00293 \n",
"13 0.00266 0.00079 0.00121 0.00121 0.00111 0.00111 0.00110 0.00110 \n",
"14 0.00929 0.00295 0.00420 0.00420 0.00406 0.00406 0.00399 0.00399 \n",
"15 0.00524 0.00171 0.00234 0.00234 0.00243 0.00243 0.00236 0.00236 \n",
"16 0.00678 0.00218 0.00303 0.00303 0.00317 0.00317 0.00305 0.00305 \n",
"17 0.00616 0.00191 0.00275 0.00275 0.00258 0.00258 0.00280 0.00280 \n",
"18 0.00497 0.00158 0.00221 0.00221 0.00229 0.00229 0.00227 0.00227 \n",
"19 0.00615 0.00201 0.00275 0.00275 0.00294 0.00294 0.00275 0.00275 \n",
"20 0.00614 0.00194 0.00274 0.00274 0.00270 0.00270 0.00277 0.00277 \n",
"21 0.00467 0.00145 0.00209 0.00209 0.00203 0.00203 0.00209 0.00209 \n",
"22 0.00689 0.00217 0.00305 0.00305 0.00295 0.00295 0.00319 0.00319 \n",
"23 0.00686 0.00218 0.00308 0.00308 0.00307 0.00307 0.00300 0.00300 \n",
"24 0.00936 0.00295 0.00418 0.00418 0.00416 0.00416 0.00421 0.00421 \n",
"25 0.00873 0.00283 0.00389 0.00389 0.00390 0.00390 0.00398 0.00398 \n",
"26 0.01004 0.00318 0.00449 0.00449 0.00444 0.00444 0.00447 0.00447 \n",
"27 0.00696 0.00222 0.00311 0.00311 0.00313 0.00313 0.00312 0.00312 \n",
"28 0.00579 0.00175 0.00261 0.00261 0.00249 0.00249 0.00251 0.00251 \n",
"29 0.00415 0.00136 0.00183 0.00183 0.00194 0.00194 0.00195 0.00195 \n",
"... ... ... ... ... ... ... ... ... \n",
"4931 0.00876 0.00283 0.00391 0.00391 0.00387 0.00387 0.00396 0.00396 \n",
"4932 0.00490 0.00160 0.00216 0.00216 0.00226 0.00226 0.00232 0.00232 \n",
"4933 0.01791 0.00602 0.00795 0.00795 0.00870 0.00870 0.00823 0.00823 \n",
"4934 0.00147 0.00047 0.00065 0.00065 0.00067 0.00067 0.00068 0.00068 \n",
"4935 0.00506 0.00165 0.00223 0.00223 0.00232 0.00232 0.00239 0.00239 \n",
"4936 0.00502 0.00168 0.00222 0.00222 0.00245 0.00245 0.00234 0.00234 \n",
"4937 0.02083 0.00673 0.00915 0.00915 0.00948 0.00948 0.00997 0.00997 \n",
"4938 0.00322 0.00104 0.00142 0.00142 0.00152 0.00152 0.00153 0.00153 \n",
"4939 0.00253 0.00079 0.00113 0.00113 0.00116 0.00116 0.00113 0.00113 \n",
"4940 0.00737 0.00246 0.00331 0.00331 0.00335 0.00335 0.00324 0.00324 \n",
"4941 0.00141 0.00046 0.00063 0.00063 0.00064 0.00064 0.00064 0.00064 \n",
"4942 0.00788 0.00248 0.00351 0.00351 0.00357 0.00357 0.00359 0.00359 \n",
"4943 0.00147 0.00047 0.00065 0.00065 0.00067 0.00067 0.00070 0.00070 \n",
"4944 0.01149 0.00386 0.00504 0.00504 0.00592 0.00592 0.00552 0.00552 \n",
"4945 0.00650 0.00212 0.00289 0.00289 0.00297 0.00297 0.00299 0.00299 \n",
"4946 0.00249 0.00077 0.00111 0.00111 0.00107 0.00107 0.00111 0.00111 \n",
"4947 0.00146 0.00046 0.00066 0.00066 0.00064 0.00064 0.00063 0.00063 \n",
"4948 0.01369 0.00427 0.00606 0.00606 0.00624 0.00624 0.00639 0.00639 \n",
"4949 0.00345 0.00112 0.00153 0.00153 0.00158 0.00158 0.00160 0.00160 \n",
"4950 0.00206 0.00070 0.00091 0.00091 0.00098 0.00098 0.00097 0.00097 \n",
"4951 0.00956 0.00325 0.00421 0.00421 0.00409 0.00409 0.00453 0.00453 \n",
"4952 0.00805 0.00253 0.00358 0.00358 0.00368 0.00368 0.00367 0.00367 \n",
"4953 0.00286 0.00091 0.00131 0.00131 0.00126 0.00126 0.00114 0.00114 \n",
"4954 0.01155 0.00368 0.00520 0.00520 0.00542 0.00542 0.00502 0.00502 \n",
"4955 0.00570 0.00181 0.00256 0.00256 0.00252 0.00252 0.00252 0.00252 \n",
"4956 0.00945 0.00295 0.00418 0.00418 0.00432 0.00432 0.00440 0.00440 \n",
"4957 0.00234 0.00078 0.00103 0.00103 0.00108 0.00108 0.00110 0.00110 \n",
"4958 0.01435 0.00492 0.00641 0.00641 0.00731 0.00731 0.00644 0.00644 \n",
"4959 0.00157 0.00049 0.00070 0.00070 0.00065 0.00065 0.00072 0.00072 \n",
"4960 0.01533 0.00449 0.00676 0.00676 0.00692 0.00692 0.00720 0.00720 \n",
"\n",
"[4961 rows x 29 columns]"
]
},
"execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"RRL_SMC_I"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "9e5f85e9b441461a8359746545b1bdda",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"HBox(children=(IntProgress(value=0, max=4961), HTML(value='')))"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n"
]
}
],
"source": [
"np.random.seed(0)\n",
"\n",
"n_perturb = 100\n",
"\n",
"star_names = []\n",
"ests = []\n",
"e_ests = []\n",
"logPs = []\n",
"\n",
"lm_ests = []\n",
"e_lm_ests = []\n",
"\n",
"actual_Ws = []\n",
"e_actual_Ws = []\n",
"actual_Is = []\n",
"actual_Vs = []\n",
"actual_VIs = []\n",
"\n",
"for idx, star in tqdm(RRL_SMC_I.iterrows(), total=RRL_SMC_I.shape[0]):\n",
" \n",
" star_name = star['ID']\n",
" \n",
" V_data = RRL_SMC_V[RRL_SMC_V['ID'] == star_name]\n",
" \n",
" if V_data.shape[0] == 0:\n",
" continue \n",
" \n",
" logP = np.log10(star['Period'])\n",
" I_Amplitude = star['Amplitude']\n",
" I_Skewness = star['Skewness']\n",
" I_acuteness = star['acuteness']\n",
" I_A1 = star['A1']\n",
" I_A2 = star['A2']\n",
" I_A3 = star['A3']\n",
" \n",
" e_I_A1 = star['eA1']\n",
" e_I_A2 = star['eA2']\n",
" e_I_A3 = star['eA3']\n",
" \n",
" V_Amplitude = V_data['Amplitude']\n",
" V_Skewness = V_data['Skewness']\n",
" V_acuteness = V_data['acuteness']\n",
" V_A1 = V_data['A1']\n",
" V_A2 = V_data['A2']\n",
" V_A3 = V_data['A3']\n",
" \n",
" e_V_A1 = V_data['eA1']\n",
" e_V_A2 = V_data['eA2']\n",
" e_V_A3 = V_data['eA3']\n",
" \n",
" star_data = pd.DataFrame({'logP': np.repeat(logP, n_perturb), \n",
" 'I_Amplitude': np.repeat(I_Amplitude, n_perturb),\n",
" 'I_Skewness': np.repeat(I_Skewness, n_perturb),\n",
" 'I_acuteness': np.repeat(I_acuteness, n_perturb),\n",
" 'V_Amplitude': np.repeat(V_Amplitude, n_perturb),\n",
" 'V_Skewness': np.repeat(V_Skewness, n_perturb),\n",
" 'V_acuteness': np.repeat(V_acuteness, n_perturb),\n",
" 'I_A1': np.random.normal(loc=I_A1, scale=e_I_A1, size=n_perturb),\n",
" 'I_A2': np.random.normal(loc=I_A2, scale=e_I_A2, size=n_perturb),\n",
" 'I_A3': np.random.normal(loc=I_A3, scale=e_I_A3, size=n_perturb),\n",
" 'V_A1': np.random.normal(loc=V_A1, scale=e_V_A1, size=n_perturb),\n",
" 'V_A2': np.random.normal(loc=V_A2, scale=e_V_A2, size=n_perturb),\n",
" 'V_A3': np.random.normal(loc=V_A3, scale=e_V_A3, size=n_perturb)})\n",
" \n",
" \n",
" if np.any(star_data[y_columns] >= maxs) or np.any(star_data[y_columns] <= mins):\n",
" continue \n",
" \n",
" res = ml.predict(star_data[y_columns])\n",
" \n",
" if np.any([res_i >= X_maxs for res_i in res]) or \\\n",
" np.any([res_i <= X_mins for res_i in res]):\n",
" continue\n",
" \n",
" ests += [res[0]]\n",
" e_ests += [res.std(axis=0)]\n",
" \n",
" lm_res = lm.predict(star_data[['logP']])\n",
" lm_ests += [lm_res[0]]\n",
" e_lm_ests += [lm_res.std(axis=0)]\n",
" \n",
" star_names += [star_name]\n",
" logPs += [star_data['logP'].iloc[0]]\n",
" \n",
" V = V_data['A0']\n",
" I = star['A0']\n",
" W = I - 1.55 * (V-I)\n",
" actual_Ws += [W.values[0]]\n",
" \n",
" #if idx > 100:\n",
" # break\n",
"\n",
"SMC_star_names = star_names\n",
"SMC_logPs = np.array(logPs)\n",
"SMC_ests = np.array(ests)\n",
"SMC_e_ests = np.array(e_ests)\n",
"SMC_actual_Ws = np.array(actual_Ws)\n",
"lm_ests = np.array(lm_ests)\n",
"e_lm_ests = np.array(e_lm_ests)"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "a60389fc99174689afb793806b2a3388",
"version_major": 2,
"version_minor": 0
},
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"HBox(children=(IntProgress(value=0, max=27492), HTML(value='')))"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n"
]
}
],
"source": [
"np.random.seed(0)\n",
"\n",
"n_perturb = 100\n",
"\n",
"star_names = []\n",
"ests = []\n",
"e_ests = []\n",
"logPs = []\n",
"\n",
"lm_ests = []\n",
"e_lm_ests = []\n",
"\n",
"actual_Ws = []\n",
"e_actual_Ws = []\n",
"actual_Is = []\n",
"actual_Vs = []\n",
"actual_VIs = []\n",
"\n",
"for idx, star in tqdm(RRL_LMC_I.iterrows(), total=RRL_LMC_I.shape[0]):\n",
" \n",
" star_name = star['ID']\n",
" \n",
" V_data = RRL_LMC_V[RRL_LMC_V['ID'] == star_name]\n",
" \n",
" if V_data.shape[0] == 0:\n",
" continue \n",
" \n",
" logP = np.log10(star['Period'])\n",
" I_Amplitude = star['Amplitude']\n",
" I_Skewness = star['Skewness']\n",
" I_acuteness = star['acuteness']\n",
" I_A1 = star['A1']\n",
" I_A2 = star['A2']\n",
" I_A3 = star['A3']\n",
" \n",
" e_I_A1 = star['eA1']\n",
" e_I_A2 = star['eA2']\n",
" e_I_A3 = star['eA3']\n",
" \n",
" V_Amplitude = V_data['Amplitude']\n",
" V_Skewness = V_data['Skewness']\n",
" V_acuteness = V_data['acuteness']\n",
" V_A1 = V_data['A1']\n",
" V_A2 = V_data['A2']\n",
" V_A3 = V_data['A3']\n",
" \n",
" e_V_A1 = V_data['eA1']\n",
" e_V_A2 = V_data['eA2']\n",
" e_V_A3 = V_data['eA3']\n",
" \n",
" star_data = pd.DataFrame({'logP': np.repeat(logP, n_perturb), \n",
" 'I_Amplitude': np.repeat(I_Amplitude, n_perturb),\n",
" 'I_Skewness': np.repeat(I_Skewness, n_perturb),\n",
" 'I_acuteness': np.repeat(I_acuteness, n_perturb),\n",
" 'V_Amplitude': np.repeat(V_Amplitude, n_perturb),\n",
" 'V_Skewness': np.repeat(V_Skewness, n_perturb),\n",
" 'V_acuteness': np.repeat(V_acuteness, n_perturb),\n",
" 'I_A1': np.random.normal(loc=I_A1, scale=e_I_A1, size=n_perturb),\n",
" 'I_A2': np.random.normal(loc=I_A2, scale=e_I_A2, size=n_perturb),\n",
" 'I_A3': np.random.normal(loc=I_A3, scale=e_I_A3, size=n_perturb),\n",
" 'V_A1': np.random.normal(loc=V_A1, scale=e_V_A1, size=n_perturb),\n",
" 'V_A2': np.random.normal(loc=V_A2, scale=e_V_A2, size=n_perturb),\n",
" 'V_A3': np.random.normal(loc=V_A3, scale=e_V_A3, size=n_perturb)})\n",
" \n",
" \n",
" if np.any(star_data[y_columns] >= maxs) or np.any(star_data[y_columns] <= mins):\n",
" continue \n",
" \n",
" res = ml.predict(star_data[y_columns])\n",
" \n",
" if np.any([res_i >= X_maxs for res_i in res]) or \\\n",
" np.any([res_i <= X_mins for res_i in res]):\n",
" continue\n",
" \n",
" ests += [res[0]]\n",
" e_ests += [res.std(axis=0)]\n",
" \n",
" lm_res = lm.predict(star_data[['logP']])\n",
" lm_ests += [lm_res[0]]\n",
" e_lm_ests += [lm_res.std(axis=0)]\n",
" \n",
" star_names += [star_name]\n",
" logPs += [star_data['logP'].iloc[0]]\n",
" \n",
" V = V_data['A0']\n",
" I = star['A0']\n",
" W = I - 1.55 * (V-I)\n",
" actual_Ws += [W.values[0]]\n",
" \n",
" #if idx > 100:\n",
" # break\n",
"\n",
"LMC_star_names = star_names\n",
"LMC_logPs = np.array(logPs)\n",
"LMC_ests = np.array(ests)\n",
"LMC_e_ests = np.array(e_ests)\n",
"LMC_actual_Ws = np.array(actual_Ws)\n",
"lm_ests = np.array(lm_ests)\n",
"e_lm_ests = np.array(e_lm_ests)"
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "76e77c942f024b11b7b297b47c5a6d9d",
"version_major": 2,
"version_minor": 0
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"HBox(children=(IntProgress(value=0, max=26153), HTML(value='')))"
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},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n"
]
}
],
"source": [
"np.random.seed(0)\n",
"\n",
"n_perturb = 100\n",
"\n",
"star_names = []\n",
"ests = []\n",
"e_ests = []\n",
"logPs = []\n",
"\n",
"lm_ests = []\n",
"e_lm_ests = []\n",
"\n",
"actual_Ws = []\n",
"e_actual_Ws = []\n",
"actual_Is = []\n",
"actual_Vs = []\n",
"actual_VIs = []\n",
"\n",
"for idx, star in tqdm(RRL_BLG_I.iterrows(), total=RRL_BLG_I.shape[0]):\n",
" \n",
" star_name = star['ID']\n",
" \n",
" V_data = RRL_BLG_V[RRL_BLG_V['ID'] == star_name]\n",
" \n",
" if V_data.shape[0] == 0:\n",
" continue \n",
" \n",
" logP = np.log10(star['Period'])\n",
" I_Amplitude = star['Amplitude']\n",
" I_Skewness = star['Skewness']\n",
" I_acuteness = star['acuteness']\n",
" I_A1 = star['A1']\n",
" I_A2 = star['A2']\n",
" I_A3 = star['A3']\n",
" \n",
" e_I_A1 = star['eA1']\n",
" e_I_A2 = star['eA2']\n",
" e_I_A3 = star['eA3']\n",
" \n",
" V_Amplitude = V_data['Amplitude']\n",
" V_Skewness = V_data['Skewness']\n",
" V_acuteness = V_data['acuteness']\n",
" V_A1 = V_data['A1']\n",
" V_A2 = V_data['A2']\n",
" V_A3 = V_data['A3']\n",
" \n",
" e_V_A1 = V_data['eA1']\n",
" e_V_A2 = V_data['eA2']\n",
" e_V_A3 = V_data['eA3']\n",
" \n",
" star_data = pd.DataFrame({'logP': np.repeat(logP, n_perturb), \n",
" 'I_Amplitude': np.repeat(I_Amplitude, n_perturb),\n",
" 'I_Skewness': np.repeat(I_Skewness, n_perturb),\n",
" 'I_acuteness': np.repeat(I_acuteness, n_perturb),\n",
" 'V_Amplitude': np.repeat(V_Amplitude, n_perturb),\n",
" 'V_Skewness': np.repeat(V_Skewness, n_perturb),\n",
" 'V_acuteness': np.repeat(V_acuteness, n_perturb),\n",
" 'I_A1': np.random.normal(loc=I_A1, scale=e_I_A1, size=n_perturb),\n",
" 'I_A2': np.random.normal(loc=I_A2, scale=e_I_A2, size=n_perturb),\n",
" 'I_A3': np.random.normal(loc=I_A3, scale=e_I_A3, size=n_perturb),\n",
" 'V_A1': np.random.normal(loc=V_A1, scale=e_V_A1, size=n_perturb),\n",
" 'V_A2': np.random.normal(loc=V_A2, scale=e_V_A2, size=n_perturb),\n",
" 'V_A3': np.random.normal(loc=V_A3, scale=e_V_A3, size=n_perturb)})\n",
" \n",
" \n",
" if np.any(star_data[y_columns] >= maxs) or np.any(star_data[y_columns] <= mins):\n",
" continue \n",
" \n",
" res = ml.predict(star_data[y_columns])\n",
" \n",
" if np.any([res_i >= X_maxs for res_i in res]) or \\\n",
" np.any([res_i <= X_mins for res_i in res]):\n",
" continue\n",
" \n",
" ests += [res[0]]\n",
" e_ests += [res.std(axis=0)]\n",
" \n",
" lm_res = lm.predict(star_data[['logP']])\n",
" lm_ests += [lm_res[0]]\n",
" e_lm_ests += [lm_res.std(axis=0)]\n",
" \n",
" star_names += [star_name]\n",
" logPs += [star_data['logP'].iloc[0]]\n",
" \n",
" V = V_data['A0']\n",
" I = star['A0']\n",
" W = I - 1.55 * (V-I)\n",
" actual_Is += [I]\n",
" actual_Vs += [V]\n",
" actual_VIs += [V-I]\n",
" actual_Ws += [W.values[0]]\n",
" \n",
" #if idx > 100:\n",
" # break\n",
"\n",
"BLG_star_names = star_names\n",
"BLG_logPs = np.array(logPs)\n",
"BLG_ests = np.array(ests)\n",
"BLG_e_ests = np.array(e_ests)\n",
"BLG_actual_Ws = np.array(actual_Ws)\n",
"lm_ests = np.array(lm_ests)\n",
"e_lm_ests = np.array(e_lm_ests)"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [],
"source": [
"SMC_e_ests_ = np.array([np.sqrt(SMC_e_ests[ii]**2 + np.array(ml_stds)**2) \n",
" for ii in range(len(SMC_e_ests))])\n",
"LMC_e_ests_ = np.array([np.sqrt(LMC_e_ests[ii]**2 + np.array(ml_stds)**2) \n",
" for ii in range(len(LMC_e_ests))])\n",
"BLG_e_ests_ = np.array([np.sqrt(BLG_e_ests[ii]**2 + np.array(ml_stds)**2) \n",
" for ii in range(len(BLG_e_ests))])"
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {},
"outputs": [],
"source": [
"np.save( 'RRL-SMC-star_names.npy', np.array(SMC_star_names))\n",
"np.savetxt('RRL-SMC-periods.dat', SMC_logPs)\n",
"np.savetxt('RRL-SMC-estimates.dat', SMC_ests)\n",
"np.savetxt('RRL-SMC-uncertainties.dat', SMC_e_ests_)\n",
"np.save( 'RRL-LMC-star_names.npy', np.array(LMC_star_names))\n",
"np.savetxt('RRL-LMC-periods.dat', LMC_logPs)\n",
"np.savetxt('RRL-LMC-estimates.dat', LMC_ests)\n",
"np.savetxt('RRL-LMC-uncertainties.dat', LMC_e_ests_)\n",
"np.save( 'RRL-BLG-star_names.npy', np.array(BLG_star_names))\n",
"np.savetxt('RRL-BLG-periods.dat', BLG_logPs)\n",
"np.savetxt('RRL-BLG-estimates.dat', BLG_ests)\n",
"np.savetxt('RRL-BLG-uncertainties.dat', BLG_e_ests_)"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [],
"source": [
"SMC_star_names = np.load('RRL-SMC-star_names.npy')\n",
"SMC_logPs = np.loadtxt('RRL-SMC-periods.dat')\n",
"SMC_ests = np.loadtxt('RRL-SMC-estimates.dat')\n",
"SMC_e_ests_ = np.loadtxt('RRL-SMC-uncertainties.dat')\n",
"LMC_star_names = np.load('RRL-LMC-star_names.npy')\n",
"LMC_logPs = np.loadtxt('RRL-LMC-periods.dat')\n",
"LMC_ests = np.loadtxt('RRL-LMC-estimates.dat')\n",
"LMC_e_ests_ = np.loadtxt('RRL-LMC-uncertainties.dat')\n",
"LMC_star_names = np.load('RRL-LMC-star_names.npy')\n",
"BLG_logPs = np.loadtxt('RRL-BLG-periods.dat')\n",
"BLG_ests = np.loadtxt('RRL-BLG-estimates.dat')\n",
"BLG_e_ests_ = np.loadtxt('RRL-BLG-uncertainties.dat')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Produce catalogs"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [],
"source": [
"def signif(x, digits=6):\n",
" if x == 0 or not isfinite(x):\n",
" return x\n",
" digits -= ceil(log10(abs(x)))\n",
" rounded = round(x, digits)\n",
" if rounded > 10:\n",
" rounded = int(rounded)\n",
" return rounded\n",
"\n",
"def formatter(val, unc):\n",
" unc = str(signif(unc, 2))\n",
" if len(unc) == 1:\n",
" unc += '.0'\n",
" if float(unc) < 10:\n",
" if unc[-2] == '0' or (unc[-2] == '.' and unc[-3] == '0'):\n",
" unc += '0'\n",
" dec_places = len(unc.split('.')[1])\n",
" val = str(val).split('.')\n",
" val = val[0] + '.' + val[1][:dec_places]\n",
" else:\n",
" val = str(val).split('.')[0]\n",
" if len(unc) > 2:\n",
" val = val[:len(val) - len(unc) + 2] + '0'*(len(val) - len(unc))\n",
" return [val, unc]"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0001 & 0.595 $\\pm$ 0.057 & 0.708 $\\pm$ 0.020 & 1.661 $\\pm$ 0.043 & 6640 $\\pm$ 110 & 0.142 $\\pm$ 0.089 & 0.65 $\\pm$ 0.10 & 0.490 $\\pm$ 0.029 & -0.613 $\\pm$ 0.081 \\\\\n",
"0002 & 0.581 $\\pm$ 0.054 & 0.709 $\\pm$ 0.021 & 1.604 $\\pm$ 0.043 & 6420 $\\pm$ 100 & 0.277 $\\pm$ 0.089 & 0.79 $\\pm$ 0.10 & 0.532 $\\pm$ 0.029 & -0.560 $\\pm$ 0.081 \\\\\n",
"0003 & 0.648 $\\pm$ 0.050 & 0.755 $\\pm$ 0.019 & 1.723 $\\pm$ 0.044 & 6570 $\\pm$ 110 & -0.006 $\\pm$ 0.091 & 0.48 $\\pm$ 0.11 & 0.484 $\\pm$ 0.030 & -0.754 $\\pm$ 0.078 \\\\\n",
"0008 & 0.697 $\\pm$ 0.050 & 0.767 $\\pm$ 0.019 & 1.675 $\\pm$ 0.042 & 6270 $\\pm$ 100 & 0.096 $\\pm$ 0.087 & 0.657 $\\pm$ 0.099 & 0.569 $\\pm$ 0.028 & -0.791 $\\pm$ 0.077 \\\\\n",
"0009 & 0.683 $\\pm$ 0.053 & 0.785 $\\pm$ 0.020 & 1.769 $\\pm$ 0.042 & 6470 $\\pm$ 110 & -0.110 $\\pm$ 0.088 & 0.418 $\\pm$ 0.099 & 0.529 $\\pm$ 0.029 & -0.933 $\\pm$ 0.083 \\\\\n",
"0011 & 0.669 $\\pm$ 0.051 & 0.742 $\\pm$ 0.020 & 1.697 $\\pm$ 0.042 & 6530 $\\pm$ 100 & 0.097 $\\pm$ 0.087 & 0.601 $\\pm$ 0.099 & 0.508 $\\pm$ 0.029 & -0.695 $\\pm$ 0.079 \\\\\n",
"0012 & 0.689 $\\pm$ 0.051 & 0.758 $\\pm$ 0.019 & 1.709 $\\pm$ 0.042 & 6450 $\\pm$ 100 & 0.049 $\\pm$ 0.087 & 0.571 $\\pm$ 0.098 & 0.527 $\\pm$ 0.028 & -0.774 $\\pm$ 0.078 \\\\\n",
"0015 & 0.637 $\\pm$ 0.058 & 0.730 $\\pm$ 0.021 & 1.687 $\\pm$ 0.044 & 6570 $\\pm$ 110 & 0.106 $\\pm$ 0.090 & 0.59 $\\pm$ 0.10 & 0.500 $\\pm$ 0.030 & -0.672 $\\pm$ 0.084 \\\\\n",
"0019 & 0.604 $\\pm$ 0.054 & 0.751 $\\pm$ 0.021 & 1.678 $\\pm$ 0.044 & 6410 $\\pm$ 100 & 0.092 $\\pm$ 0.092 & 0.62 $\\pm$ 0.10 & 0.540 $\\pm$ 0.029 & -0.750 $\\pm$ 0.083 \\\\\n",
"0023 & 0.644 $\\pm$ 0.058 & 0.739 $\\pm$ 0.022 & 1.685 $\\pm$ 0.044 & 6510 $\\pm$ 110 & 0.098 $\\pm$ 0.091 & 0.63 $\\pm$ 0.10 & 0.518 $\\pm$ 0.029 & -0.700 $\\pm$ 0.085 \\\\\n"
]
}
],
"source": [
"# SMC\n",
"\n",
"ests = SMC_ests\n",
"e_ests_ = SMC_e_ests_\n",
"star_names = SMC_star_names\n",
"\n",
"ests_ = np.vstack(chain.from_iterable(((ests[:,ii], e_ests_[:,ii]) for ii in range(ests.shape[1])))).T\n",
"ests_DF = pd.DataFrame(ests_, columns=list(chain.from_iterable(zip(X_columns, ['e_'+X_col for X_col in X_columns]))))\n",
"ests_DF.insert(0, 'ID', star_names)\n",
"\n",
"for index, row in ests_DF.iloc[0:10].iterrows():\n",
" out_str = row['ID'].split('-')[-1]\n",
" \n",
" rest = row[1:]\n",
" for ii in range(len(rest) - 1):\n",
" if ii % 2 != 0: # every other column contains the uncertainty \n",
" continue\n",
" \n",
" val, unc = formatter(rest[ii], rest[ii+1])\n",
" out_str += ' & ' + val + ' $\\pm$ ' + unc\n",
" \n",
" out_str += r' \\\\'\n",
" \n",
" print(out_str)"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ID\tM\te_M\tlogR\te_logR\tlogL\te_logL\tTeff\te_Teff\tI_M0\te_I_M0\tV_M0\te_V_M0\tVI\te_VI\tW\te_W\n",
"OGLE-SMC-RRLYR-0001\t0.595\t0.057\t0.708\t0.020\t1.661\t0.043\t6640\t110\t0.142\t0.089\t0.65\t0.10\t0.490\t0.029\t-0.613\t0.081\t\n",
"OGLE-SMC-RRLYR-0002\t0.581\t0.054\t0.709\t0.021\t1.604\t0.043\t6420\t100\t0.277\t0.089\t0.79\t0.10\t0.532\t0.029\t-0.560\t0.081\t\n",
"OGLE-SMC-RRLYR-0003\t0.648\t0.050\t0.755\t0.019\t1.723\t0.044\t6570\t110\t-0.006\t0.091\t0.48\t0.11\t0.484\t0.030\t-0.754\t0.078\t\n",
"OGLE-SMC-RRLYR-0008\t0.697\t0.050\t0.767\t0.019\t1.675\t0.042\t6270\t100\t0.096\t0.087\t0.657\t0.099\t0.569\t0.028\t-0.791\t0.077\t\n",
"OGLE-SMC-RRLYR-0009\t0.683\t0.053\t0.785\t0.020\t1.769\t0.042\t6470\t110\t-0.110\t0.088\t0.418\t0.099\t0.529\t0.029\t-0.933\t0.083\t\n",
"OGLE-SMC-RRLYR-0011\t0.669\t0.051\t0.742\t0.020\t1.697\t0.042\t6530\t100\t0.097\t0.087\t0.601\t0.099\t0.508\t0.029\t-0.695\t0.079\t\n",
"OGLE-SMC-RRLYR-0012\t0.689\t0.051\t0.758\t0.019\t1.709\t0.042\t6450\t100\t0.049\t0.087\t0.571\t0.098\t0.527\t0.028\t-0.774\t0.078\t\n",
"OGLE-SMC-RRLYR-0015\t0.637\t0.058\t0.730\t0.021\t1.687\t0.044\t6570\t110\t0.106\t0.090\t0.59\t0.10\t0.500\t0.030\t-0.672\t0.084\t\n",
"OGLE-SMC-RRLYR-0019\t0.604\t0.054\t0.751\t0.021\t1.678\t0.044\t6410\t100\t0.092\t0.092\t0.62\t0.10\t0.540\t0.029\t-0.750\t0.083\t\n",
"OGLE-SMC-RRLYR-0023\t0.644\t0.058\t0.739\t0.022\t1.685\t0.044\t6510\t110\t0.098\t0.091\t0.63\t0.10\t0.518\t0.029\t-0.700\t0.085\t\n",
"OGLE-SMC-RRLYR-0027\t0.629\t0.052\t0.733\t0.020\t1.692\t0.042\t6590\t100\t0.090\t0.087\t0.609\t0.099\t0.503\t0.028\t-0.689\t0.079\t\n",
"OGLE-SMC-RRLYR-0029\t0.691\t0.056\t0.744\t0.021\t1.697\t0.042\t6480\t110\t0.079\t0.089\t0.61\t0.10\t0.524\t0.031\t-0.734\t0.084\t\n",
"OGLE-SMC-RRLYR-0031\t0.557\t0.058\t0.665\t0.022\t1.608\t0.044\t6770\t120\t0.320\t0.092\t0.76\t0.10\t0.449\t0.032\t-0.381\t0.088\t\n",
"OGLE-SMC-RRLYR-0034\t0.716\t0.059\t0.746\t0.021\t1.715\t0.044\t6570\t110\t0.046\t0.091\t0.55\t0.10\t0.509\t0.029\t-0.742\t0.085\t\n",
"OGLE-SMC-RRLYR-0041\t0.627\t0.052\t0.730\t0.019\t1.670\t0.042\t6500\t100\t0.107\t0.087\t0.649\t0.099\t0.523\t0.028\t-0.698\t0.078\t\n",
"OGLE-SMC-RRLYR-0042\t0.657\t0.051\t0.733\t0.019\t1.695\t0.042\t6590\t100\t0.083\t0.087\t0.596\t0.099\t0.503\t0.028\t-0.697\t0.078\t\n",
"OGLE-SMC-RRLYR-0043\t0.594\t0.052\t0.735\t0.020\t1.746\t0.042\t6760\t110\t-0.024\t0.088\t0.44\t0.10\t0.460\t0.030\t-0.739\t0.081\t\n",
"OGLE-SMC-RRLYR-0047\t0.721\t0.056\t0.740\t0.020\t1.722\t0.043\t6630\t100\t0.046\t0.089\t0.55\t0.10\t0.496\t0.029\t-0.724\t0.081\t\n",
"OGLE-SMC-RRLYR-0054\t0.679\t0.051\t0.737\t0.019\t1.705\t0.042\t6590\t100\t0.069\t0.087\t0.571\t0.099\t0.501\t0.028\t-0.710\t0.078\t\n",
"OGLE-SMC-RRLYR-0056\t0.606\t0.050\t0.715\t0.019\t1.598\t0.042\t6390\t100\t0.246\t0.088\t0.80\t0.10\t0.552\t0.028\t-0.602\t0.078\t\n",
"OGLE-SMC-RRLYR-0064\t0.644\t0.056\t0.718\t0.020\t1.693\t0.043\t6700\t100\t0.111\t0.088\t0.601\t0.099\t0.480\t0.029\t-0.633\t0.081\t\n",
"OGLE-SMC-RRLYR-0066\t0.626\t0.051\t0.724\t0.019\t1.685\t0.042\t6630\t100\t0.105\t0.087\t0.609\t0.099\t0.496\t0.028\t-0.666\t0.078\t\n",
"OGLE-SMC-RRLYR-0069\t0.711\t0.053\t0.768\t0.020\t1.697\t0.042\t6330\t100\t0.063\t0.088\t0.603\t0.099\t0.552\t0.029\t-0.799\t0.080\t\n",
"OGLE-SMC-RRLYR-0077\t0.683\t0.062\t0.749\t0.023\t1.688\t0.044\t6440\t120\t0.099\t0.091\t0.61\t0.10\t0.527\t0.032\t-0.727\t0.089\t\n",
"OGLE-SMC-RRLYR-0078\t0.744\t0.061\t0.780\t0.022\t1.745\t0.044\t6400\t100\t-0.062\t0.091\t0.49\t0.10\t0.544\t0.029\t-0.895\t0.085\t\n",
"OGLE-SMC-RRLYR-0082\t0.670\t0.056\t0.774\t0.021\t1.752\t0.043\t6490\t110\t-0.075\t0.090\t0.45\t0.10\t0.524\t0.031\t-0.889\t0.087\t\n",
"OGLE-SMC-RRLYR-0084\t0.711\t0.060\t0.747\t0.021\t1.717\t0.043\t6560\t100\t0.028\t0.089\t0.55\t0.10\t0.512\t0.029\t-0.767\t0.084\t\n",
"OGLE-SMC-RRLYR-0087\t0.676\t0.056\t0.743\t0.022\t1.678\t0.045\t6460\t100\t0.141\t0.092\t0.65\t0.10\t0.525\t0.029\t-0.677\t0.085\t\n",
"OGLE-SMC-RRLYR-0094\t0.662\t0.056\t0.699\t0.021\t1.657\t0.043\t6700\t110\t0.225\t0.089\t0.70\t0.10\t0.474\t0.030\t-0.509\t0.082\t\n",
"OGLE-SMC-RRLYR-0098\t0.722\t0.051\t0.780\t0.019\t1.770\t0.042\t6510\t100\t-0.083\t0.087\t0.426\t0.098\t0.515\t0.028\t-0.889\t0.078\t\n",
"OGLE-SMC-RRLYR-0100\t0.718\t0.057\t0.772\t0.022\t1.747\t0.043\t6490\t110\t-0.026\t0.090\t0.49\t0.10\t0.520\t0.030\t-0.834\t0.086\t\n",
"OGLE-SMC-RRLYR-0101\t0.713\t0.052\t0.770\t0.020\t1.696\t0.042\t6320\t100\t0.073\t0.088\t0.619\t0.099\t0.554\t0.029\t-0.792\t0.079\t\n",
"OGLE-SMC-RRLYR-0103\t0.641\t0.055\t0.714\t0.020\t1.628\t0.043\t6460\t100\t0.228\t0.090\t0.77\t0.10\t0.531\t0.029\t-0.603\t0.082\t\n",
"OGLE-SMC-RRLYR-0107\t0.593\t0.058\t0.720\t0.021\t1.696\t0.044\t6700\t110\t0.120\t0.091\t0.60\t0.10\t0.472\t0.029\t-0.615\t0.084\t\n",
"OGLE-SMC-RRLYR-0108\t0.723\t0.055\t0.767\t0.021\t1.737\t0.042\t6490\t110\t0.001\t0.088\t0.524\t0.099\t0.523\t0.030\t-0.812\t0.083\t\n",
"OGLE-SMC-RRLYR-0112\t0.631\t0.056\t0.755\t0.021\t1.688\t0.043\t6400\t110\t0.057\t0.090\t0.60\t0.10\t0.544\t0.030\t-0.786\t0.086\t\n",
"OGLE-SMC-RRLYR-0114\t0.692\t0.050\t0.775\t0.019\t1.688\t0.042\t6270\t100\t0.076\t0.088\t0.63\t0.10\t0.569\t0.028\t-0.805\t0.078\t\n",
"OGLE-SMC-RRLYR-0121\t0.731\t0.050\t0.787\t0.019\t1.714\t0.042\t6280\t100\t0.000\t0.087\t0.577\t0.098\t0.573\t0.028\t-0.879\t0.078\t\n",
"OGLE-SMC-RRLYR-0123\t0.572\t0.055\t0.698\t0.021\t1.586\t0.045\t6460\t100\t0.335\t0.093\t0.86\t0.10\t0.530\t0.029\t-0.485\t0.083\t\n",
"OGLE-SMC-RRLYR-0128\t0.762\t0.054\t0.778\t0.020\t1.701\t0.042\t6280\t110\t0.030\t0.089\t0.61\t0.10\t0.574\t0.030\t-0.847\t0.081\t\n",
"OGLE-SMC-RRLYR-0134\t0.638\t0.054\t0.733\t0.020\t1.705\t0.042\t6630\t100\t0.065\t0.088\t0.569\t0.099\t0.493\t0.029\t-0.698\t0.080\t\n",
"OGLE-SMC-RRLYR-0135\t0.663\t0.056\t0.754\t0.021\t1.704\t0.043\t6490\t110\t0.051\t0.090\t0.58\t0.10\t0.527\t0.030\t-0.755\t0.084\t\n",
"OGLE-SMC-RRLYR-0137\t0.732\t0.057\t0.797\t0.022\t1.716\t0.043\t6190\t120\t-0.027\t0.088\t0.56\t0.10\t0.591\t0.032\t-0.936\t0.083\t\n",
"OGLE-SMC-RRLYR-0142\t0.638\t0.052\t0.718\t0.020\t1.620\t0.042\t6440\t100\t0.271\t0.088\t0.791\t0.099\t0.530\t0.028\t-0.557\t0.079\t\n",
"OGLE-SMC-RRLYR-0143\t0.689\t0.057\t0.753\t0.021\t1.677\t0.042\t6380\t110\t0.109\t0.089\t0.67\t0.10\t0.551\t0.029\t-0.730\t0.083\t\n",
"OGLE-SMC-RRLYR-0155\t0.587\t0.056\t0.706\t0.021\t1.665\t0.042\t6660\t110\t0.142\t0.089\t0.642\t0.099\t0.486\t0.030\t-0.611\t0.082\t\n",
"OGLE-SMC-RRLYR-0157\t0.564\t0.062\t0.701\t0.023\t1.573\t0.047\t6350\t100\t0.312\t0.097\t0.87\t0.11\t0.555\t0.029\t-0.545\t0.091\t\n",
"OGLE-SMC-RRLYR-0171\t0.602\t0.057\t0.702\t0.021\t1.627\t0.043\t6560\t110\t0.258\t0.089\t0.75\t0.10\t0.503\t0.029\t-0.528\t0.082\t\n",
"OGLE-SMC-RRLYR-0172\t0.575\t0.056\t0.722\t0.020\t1.682\t0.043\t6610\t100\t0.078\t0.089\t0.59\t0.10\t0.497\t0.029\t-0.689\t0.082\t\n",
"OGLE-SMC-RRLYR-0186\t0.593\t0.053\t0.734\t0.020\t1.710\t0.042\t6640\t100\t0.058\t0.088\t0.551\t0.099\t0.485\t0.029\t-0.699\t0.080\t\n",
"OGLE-SMC-RRLYR-0189\t0.704\t0.052\t0.758\t0.020\t1.692\t0.043\t6380\t100\t0.064\t0.090\t0.61\t0.10\t0.547\t0.029\t-0.783\t0.081\t\n",
"OGLE-SMC-RRLYR-0191\t0.659\t0.051\t0.749\t0.019\t1.652\t0.043\t6320\t100\t0.148\t0.089\t0.69\t0.10\t0.557\t0.028\t-0.724\t0.078\t\n",
"OGLE-SMC-RRLYR-0195\t0.726\t0.056\t0.765\t0.021\t1.725\t0.043\t6440\t100\t0.003\t0.089\t0.54\t0.10\t0.533\t0.028\t-0.815\t0.082\t\n",
"OGLE-SMC-RRLYR-0196\t0.731\t0.052\t0.764\t0.020\t1.729\t0.042\t6470\t100\t0.002\t0.088\t0.530\t0.099\t0.529\t0.028\t-0.825\t0.079\t\n",
"OGLE-SMC-RRLYR-0197\t0.711\t0.061\t0.764\t0.021\t1.785\t0.044\t6680\t100\t-0.088\t0.092\t0.40\t0.10\t0.481\t0.029\t-0.836\t0.087\t\n",
"OGLE-SMC-RRLYR-0198\t0.710\t0.059\t0.772\t0.021\t1.723\t0.043\t6400\t110\t-0.020\t0.089\t0.535\t0.099\t0.544\t0.030\t-0.861\t0.086\t\n",
"OGLE-SMC-RRLYR-0199\t0.769\t0.061\t0.767\t0.023\t1.715\t0.044\t6400\t110\t0.039\t0.094\t0.58\t0.10\t0.545\t0.031\t-0.816\t0.093\t\n",
"OGLE-SMC-RRLYR-0205\t0.691\t0.054\t0.740\t0.020\t1.730\t0.042\t6660\t100\t0.030\t0.088\t0.53\t0.10\t0.488\t0.028\t-0.728\t0.080\t\n",
"OGLE-SMC-RRLYR-0212\t0.660\t0.051\t0.738\t0.019\t1.696\t0.042\t6550\t100\t0.098\t0.087\t0.608\t0.098\t0.507\t0.028\t-0.690\t0.078\t\n",
"OGLE-SMC-RRLYR-0214\t0.571\t0.056\t0.754\t0.021\t1.753\t0.043\t6640\t110\t-0.071\t0.091\t0.41\t0.10\t0.487\t0.030\t-0.822\t0.086\t\n",
"OGLE-SMC-RRLYR-0225\t0.652\t0.061\t0.742\t0.022\t1.780\t0.044\t6830\t110\t-0.062\t0.091\t0.40\t0.10\t0.446\t0.030\t-0.757\t0.088\t\n",
"OGLE-SMC-RRLYR-0230\t0.740\t0.053\t0.768\t0.020\t1.716\t0.042\t6390\t100\t0.021\t0.088\t0.571\t0.099\t0.545\t0.029\t-0.820\t0.080\t\n",
"OGLE-SMC-RRLYR-0237\t0.589\t0.061\t0.713\t0.021\t1.669\t0.044\t6620\t100\t0.132\t0.091\t0.64\t0.10\t0.494\t0.029\t-0.634\t0.085\t\n",
"OGLE-SMC-RRLYR-0238\t0.639\t0.055\t0.782\t0.021\t1.783\t0.043\t6550\t110\t-0.156\t0.089\t0.36\t0.10\t0.513\t0.031\t-0.952\t0.085\t\n",
"OGLE-SMC-RRLYR-0241\t0.657\t0.058\t0.732\t0.021\t1.622\t0.043\t6340\t100\t0.220\t0.091\t0.78\t0.10\t0.562\t0.029\t-0.649\t0.083\t\n",
"OGLE-SMC-RRLYR-0252\t0.625\t0.055\t0.714\t0.021\t1.636\t0.044\t6490\t100\t0.207\t0.091\t0.73\t0.10\t0.523\t0.029\t-0.609\t0.083\t\n",
"OGLE-SMC-RRLYR-0255\t0.696\t0.055\t0.758\t0.020\t1.728\t0.043\t6520\t110\t0.034\t0.089\t0.54\t0.10\t0.510\t0.029\t-0.759\t0.082\t\n",
"OGLE-SMC-RRLYR-0257\t0.684\t0.058\t0.743\t0.022\t1.693\t0.044\t6490\t110\t0.080\t0.091\t0.59\t0.10\t0.521\t0.030\t-0.728\t0.085\t\n",
"OGLE-SMC-RRLYR-0258\t0.673\t0.054\t0.729\t0.020\t1.675\t0.043\t6520\t110\t0.137\t0.089\t0.64\t0.10\t0.514\t0.029\t-0.667\t0.082\t\n",
"OGLE-SMC-RRLYR-0259\t0.730\t0.054\t0.773\t0.021\t1.693\t0.042\t6290\t110\t0.061\t0.088\t0.617\t0.099\t0.567\t0.030\t-0.815\t0.081\t\n",
"OGLE-SMC-RRLYR-0264\t0.601\t0.055\t0.704\t0.022\t1.640\t0.044\t6590\t110\t0.179\t0.093\t0.68\t0.10\t0.492\t0.030\t-0.582\t0.085\t\n",
"OGLE-SMC-RRLYR-0267\t0.713\t0.058\t0.730\t0.022\t1.637\t0.043\t6400\t110\t0.232\t0.090\t0.77\t0.10\t0.545\t0.030\t-0.618\t0.086\t\n",
"OGLE-SMC-RRLYR-0269\t0.660\t0.054\t0.751\t0.021\t1.742\t0.042\t6620\t110\t0.000\t0.088\t0.504\t0.099\t0.490\t0.029\t-0.758\t0.082\t\n",
"OGLE-SMC-RRLYR-0278\t0.719\t0.051\t0.802\t0.019\t1.811\t0.042\t6510\t100\t-0.203\t0.088\t0.318\t0.099\t0.521\t0.029\t-1.011\t0.079\t\n",
"OGLE-SMC-RRLYR-0286\t0.721\t0.060\t0.749\t0.022\t1.688\t0.044\t6430\t110\t0.112\t0.090\t0.64\t0.10\t0.536\t0.029\t-0.724\t0.085\t\n",
"OGLE-SMC-RRLYR-0287\t0.645\t0.058\t0.716\t0.022\t1.667\t0.046\t6610\t110\t0.140\t0.097\t0.63\t0.11\t0.481\t0.030\t-0.616\t0.086\t\n",
"OGLE-SMC-RRLYR-0290\t0.730\t0.053\t0.759\t0.020\t1.688\t0.042\t6340\t100\t0.052\t0.087\t0.635\t0.099\t0.562\t0.029\t-0.812\t0.079\t\n",
"OGLE-SMC-RRLYR-0294\t0.723\t0.055\t0.794\t0.021\t1.753\t0.043\t6350\t100\t-0.070\t0.089\t0.47\t0.10\t0.547\t0.029\t-0.917\t0.082\t\n",
"OGLE-SMC-RRLYR-0299\t0.646\t0.060\t0.761\t0.023\t1.750\t0.043\t6590\t120\t-0.059\t0.092\t0.45\t0.10\t0.503\t0.031\t-0.842\t0.092\t\n",
"OGLE-SMC-RRLYR-0306\t0.671\t0.053\t0.753\t0.020\t1.671\t0.043\t6350\t100\t0.107\t0.089\t0.66\t0.10\t0.554\t0.029\t-0.753\t0.081\t\n",
"OGLE-SMC-RRLYR-0308\t0.585\t0.056\t0.698\t0.021\t1.651\t0.043\t6660\t110\t0.186\t0.089\t0.68\t0.10\t0.483\t0.029\t-0.564\t0.082\t\n",
"OGLE-SMC-RRLYR-0311\t0.668\t0.055\t0.741\t0.021\t1.666\t0.043\t6410\t110\t0.119\t0.090\t0.66\t0.10\t0.537\t0.030\t-0.717\t0.083\t\n",
"OGLE-SMC-RRLYR-0314\t0.713\t0.054\t0.755\t0.020\t1.729\t0.042\t6540\t100\t0.022\t0.088\t0.528\t0.099\t0.510\t0.029\t-0.773\t0.082\t\n",
"OGLE-SMC-RRLYR-0324\t0.638\t0.053\t0.737\t0.020\t1.691\t0.042\t6530\t110\t0.098\t0.089\t0.61\t0.10\t0.506\t0.029\t-0.688\t0.081\t\n",
"OGLE-SMC-RRLYR-0330\t0.642\t0.056\t0.721\t0.021\t1.678\t0.043\t6600\t100\t0.124\t0.090\t0.60\t0.10\t0.493\t0.029\t-0.641\t0.083\t\n",
"OGLE-SMC-RRLYR-0334\t0.716\t0.053\t0.800\t0.020\t1.755\t0.043\t6290\t100\t-0.092\t0.089\t0.46\t0.10\t0.560\t0.029\t-0.977\t0.081\t\n",
"OGLE-SMC-RRLYR-0335\t0.582\t0.053\t0.701\t0.021\t1.579\t0.044\t6390\t110\t0.271\t0.091\t0.83\t0.10\t0.553\t0.029\t-0.585\t0.081\t\n",
"OGLE-SMC-RRLYR-0338\t0.642\t0.060\t0.726\t0.022\t1.692\t0.044\t6600\t110\t0.095\t0.092\t0.60\t0.10\t0.497\t0.029\t-0.676\t0.087\t\n",
"OGLE-SMC-RRLYR-0343\t0.741\t0.051\t0.765\t0.020\t1.654\t0.042\t6210\t100\t0.128\t0.088\t0.73\t0.10\t0.595\t0.029\t-0.788\t0.079\t\n",
"OGLE-SMC-RRLYR-0344\t0.711\t0.053\t0.765\t0.021\t1.686\t0.044\t6350\t100\t0.070\t0.091\t0.63\t0.10\t0.561\t0.029\t-0.788\t0.082\t\n",
"OGLE-SMC-RRLYR-0345\t0.653\t0.059\t0.730\t0.021\t1.707\t0.044\t6660\t110\t0.066\t0.091\t0.56\t0.10\t0.488\t0.029\t-0.688\t0.086\t\n",
"OGLE-SMC-RRLYR-0346\t0.609\t0.054\t0.713\t0.020\t1.667\t0.043\t6610\t100\t0.134\t0.090\t0.64\t0.10\t0.495\t0.029\t-0.636\t0.082\t\n",
"OGLE-SMC-RRLYR-0347\t0.666\t0.060\t0.747\t0.022\t1.695\t0.044\t6500\t110\t0.099\t0.091\t0.61\t0.10\t0.517\t0.030\t-0.703\t0.088\t\n",
"OGLE-SMC-RRLYR-0350\t0.667\t0.056\t0.731\t0.021\t1.689\t0.044\t6550\t110\t0.101\t0.091\t0.60\t0.10\t0.502\t0.030\t-0.689\t0.083\t\n",
"OGLE-SMC-RRLYR-0352\t0.590\t0.056\t0.710\t0.020\t1.686\t0.043\t6730\t100\t0.110\t0.089\t0.58\t0.10\t0.469\t0.029\t-0.616\t0.082\t\n",
"OGLE-SMC-RRLYR-0354\t0.589\t0.062\t0.711\t0.022\t1.700\t0.044\t6770\t110\t0.087\t0.091\t0.56\t0.10\t0.462\t0.030\t-0.632\t0.087\t\n",
"OGLE-SMC-RRLYR-0355\t0.648\t0.054\t0.761\t0.021\t1.684\t0.047\t6350\t110\t0.075\t0.095\t0.61\t0.11\t0.539\t0.031\t-0.772\t0.082\t\n",
"OGLE-SMC-RRLYR-0356\t0.701\t0.057\t0.758\t0.021\t1.701\t0.043\t6400\t110\t0.040\t0.090\t0.59\t0.10\t0.543\t0.030\t-0.796\t0.083\t\n",
"OGLE-SMC-RRLYR-0365\t0.749\t0.055\t0.779\t0.020\t1.749\t0.042\t6440\t110\t-0.024\t0.088\t0.507\t0.099\t0.529\t0.029\t-0.847\t0.081\t\n",
"OGLE-SMC-RRLYR-0367\t0.678\t0.056\t0.747\t0.022\t1.707\t0.044\t6510\t100\t0.051\t0.091\t0.56\t0.10\t0.517\t0.029\t-0.746\t0.083\t\n",
"OGLE-SMC-RRLYR-0371\t0.540\t0.066\t0.710\t0.023\t1.654\t0.046\t6600\t110\t0.154\t0.095\t0.67\t0.11\t0.497\t0.030\t-0.616\t0.091\t\n",
"OGLE-SMC-RRLYR-0373\t0.654\t0.056\t0.757\t0.020\t1.727\t0.043\t6530\t110\t0.013\t0.089\t0.53\t0.10\t0.513\t0.029\t-0.785\t0.082\t\n",
"OGLE-SMC-RRLYR-0374\t0.663\t0.058\t0.745\t0.021\t1.683\t0.043\t6460\t110\t0.087\t0.089\t0.635\t0.099\t0.534\t0.029\t-0.740\t0.082\t\n",
"OGLE-SMC-RRLYR-0375\t0.761\t0.059\t0.762\t0.021\t1.768\t0.044\t6630\t110\t-0.031\t0.089\t0.46\t0.10\t0.489\t0.029\t-0.799\t0.083\t\n",
"OGLE-SMC-RRLYR-0377\t0.636\t0.063\t0.731\t0.022\t1.692\t0.045\t6570\t110\t0.066\t0.093\t0.59\t0.10\t0.507\t0.029\t-0.711\t0.088\t\n",
"OGLE-SMC-RRLYR-0382\t0.657\t0.053\t0.756\t0.021\t1.712\t0.042\t6490\t100\t0.037\t0.089\t0.557\t0.099\t0.519\t0.029\t-0.763\t0.081\t\n",
"OGLE-SMC-RRLYR-0390\t0.701\t0.059\t0.780\t0.022\t1.756\t0.043\t6450\t110\t-0.064\t0.090\t0.46\t0.10\t0.528\t0.030\t-0.887\t0.087\t\n",
"OGLE-SMC-RRLYR-0391\t0.732\t0.052\t0.780\t0.020\t1.702\t0.043\t6270\t100\t0.040\t0.089\t0.59\t0.10\t0.566\t0.028\t-0.843\t0.080\t\n",
"OGLE-SMC-RRLYR-0398\t0.643\t0.061\t0.760\t0.023\t1.759\t0.043\t6620\t120\t-0.070\t0.091\t0.430\t0.099\t0.494\t0.031\t-0.837\t0.090\t\n",
"OGLE-SMC-RRLYR-0404\t0.671\t0.057\t0.770\t0.021\t1.751\t0.044\t6520\t110\t-0.068\t0.090\t0.44\t0.10\t0.519\t0.031\t-0.876\t0.087\t\n",
"OGLE-SMC-RRLYR-0416\t0.586\t0.052\t0.742\t0.020\t1.735\t0.042\t6670\t110\t-0.026\t0.088\t0.464\t0.099\t0.487\t0.029\t-0.783\t0.081\t\n",
"OGLE-SMC-RRLYR-0422\t0.629\t0.058\t0.736\t0.022\t1.685\t0.043\t6520\t110\t0.092\t0.090\t0.60\t0.10\t0.513\t0.030\t-0.705\t0.086\t\n",
"OGLE-SMC-RRLYR-0427\t0.691\t0.059\t0.739\t0.021\t1.726\t0.044\t6650\t100\t0.053\t0.089\t0.54\t0.10\t0.484\t0.029\t-0.701\t0.082\t\n",
"OGLE-SMC-RRLYR-0435\t0.732\t0.054\t0.800\t0.021\t1.751\t0.043\t6300\t100\t-0.078\t0.090\t0.47\t0.10\t0.561\t0.029\t-0.955\t0.081\t\n",
"OGLE-SMC-RRLYR-0448\t0.708\t0.058\t0.764\t0.021\t1.743\t0.044\t6520\t110\t-0.016\t0.090\t0.51\t0.10\t0.516\t0.029\t-0.815\t0.085\t\n",
"OGLE-SMC-RRLYR-0450\t0.617\t0.058\t0.727\t0.022\t1.667\t0.043\t6520\t110\t0.151\t0.090\t0.66\t0.10\t0.512\t0.030\t-0.646\t0.086\t\n",
"OGLE-SMC-RRLYR-0463\t0.796\t0.058\t0.774\t0.021\t1.769\t0.043\t6540\t100\t-0.060\t0.090\t0.46\t0.10\t0.515\t0.029\t-0.863\t0.083\t\n",
"OGLE-SMC-RRLYR-0471\t0.609\t0.059\t0.731\t0.022\t1.696\t0.043\t6600\t110\t0.068\t0.091\t0.57\t0.10\t0.495\t0.030\t-0.702\t0.088\t\n",
"OGLE-SMC-RRLYR-0475\t0.723\t0.052\t0.771\t0.020\t1.709\t0.042\t6370\t100\t0.042\t0.088\t0.586\t0.099\t0.548\t0.029\t-0.802\t0.080\t\n",
"OGLE-SMC-RRLYR-0477\t0.679\t0.056\t0.749\t0.021\t1.690\t0.043\t6430\t110\t0.076\t0.089\t0.60\t0.10\t0.535\t0.030\t-0.759\t0.084\t\n",
"OGLE-SMC-RRLYR-0481\t0.743\t0.052\t0.793\t0.020\t1.715\t0.043\t6230\t100\t0.009\t0.089\t0.58\t0.10\t0.576\t0.028\t-0.883\t0.079\t\n",
"OGLE-SMC-RRLYR-0485\t0.534\t0.057\t0.713\t0.022\t1.660\t0.044\t6600\t100\t0.144\t0.091\t0.64\t0.10\t0.495\t0.029\t-0.624\t0.085\t\n",
"OGLE-SMC-RRLYR-0490\t0.661\t0.058\t0.749\t0.021\t1.713\t0.043\t6530\t110\t0.034\t0.089\t0.555\t0.099\t0.513\t0.030\t-0.761\t0.084\t\n",
"OGLE-SMC-RRLYR-0493\t0.682\t0.056\t0.759\t0.022\t1.698\t0.043\t6380\t110\t0.049\t0.090\t0.57\t0.10\t0.542\t0.030\t-0.801\t0.085\t\n",
"OGLE-SMC-RRLYR-0496\t0.635\t0.059\t0.775\t0.023\t1.752\t0.044\t6460\t110\t-0.086\t0.093\t0.43\t0.10\t0.526\t0.030\t-0.910\t0.090\t\n",
"OGLE-SMC-RRLYR-0505\t0.659\t0.054\t0.761\t0.020\t1.717\t0.042\t6450\t100\t0.002\t0.089\t0.531\t0.099\t0.528\t0.029\t-0.818\t0.082\t\n",
"OGLE-SMC-RRLYR-0509\t0.712\t0.057\t0.757\t0.021\t1.700\t0.043\t6420\t110\t0.082\t0.090\t0.61\t0.10\t0.535\t0.030\t-0.754\t0.085\t\n",
"OGLE-SMC-RRLYR-0517\t0.628\t0.059\t0.734\t0.021\t1.697\t0.043\t6570\t110\t0.055\t0.090\t0.58\t0.10\t0.506\t0.029\t-0.715\t0.085\t\n",
"OGLE-SMC-RRLYR-0518\t0.717\t0.051\t0.805\t0.020\t1.733\t0.043\t6210\t110\t-0.062\t0.089\t0.51\t0.10\t0.582\t0.029\t-0.973\t0.079\t\n",
"OGLE-SMC-RRLYR-0520\t0.659\t0.056\t0.733\t0.020\t1.659\t0.042\t6430\t110\t0.119\t0.089\t0.680\t0.099\t0.543\t0.029\t-0.721\t0.082\t\n",
"OGLE-SMC-RRLYR-0536\t0.594\t0.057\t0.754\t0.022\t1.755\t0.043\t6650\t110\t-0.060\t0.090\t0.43\t0.10\t0.482\t0.030\t-0.804\t0.086\t\n",
"OGLE-SMC-RRLYR-0538\t0.639\t0.054\t0.754\t0.020\t1.682\t0.043\t6390\t110\t0.100\t0.089\t0.63\t0.10\t0.537\t0.029\t-0.738\t0.081\t\n",
"OGLE-SMC-RRLYR-0543\t0.657\t0.062\t0.721\t0.022\t1.702\t0.044\t6700\t110\t0.094\t0.092\t0.58\t0.10\t0.478\t0.030\t-0.649\t0.090\t\n",
"OGLE-SMC-RRLYR-0544\t0.691\t0.060\t0.758\t0.023\t1.689\t0.045\t6370\t110\t0.079\t0.091\t0.61\t0.10\t0.546\t0.031\t-0.774\t0.087\t\n",
"OGLE-SMC-RRLYR-0549\t0.688\t0.063\t0.747\t0.022\t1.686\t0.043\t6430\t110\t0.066\t0.091\t0.62\t0.10\t0.538\t0.030\t-0.762\t0.087\t\n",
"OGLE-SMC-RRLYR-0550\t0.621\t0.058\t0.730\t0.021\t1.691\t0.043\t6570\t110\t0.079\t0.090\t0.59\t0.10\t0.505\t0.029\t-0.705\t0.085\t\n",
"OGLE-SMC-RRLYR-0552\t0.610\t0.059\t0.716\t0.022\t1.631\t0.043\t6480\t110\t0.236\t0.090\t0.75\t0.10\t0.520\t0.030\t-0.576\t0.085\t\n",
"OGLE-SMC-RRLYR-0558\t0.702\t0.059\t0.799\t0.022\t1.806\t0.044\t6510\t110\t-0.195\t0.092\t0.34\t0.10\t0.526\t0.031\t-1.012\t0.089\t\n",
"OGLE-SMC-RRLYR-0565\t0.662\t0.061\t0.743\t0.023\t1.689\t0.044\t6500\t120\t0.106\t0.092\t0.61\t0.10\t0.519\t0.031\t-0.705\t0.092\t\n",
"OGLE-SMC-RRLYR-0603\t0.709\t0.055\t0.801\t0.021\t1.820\t0.043\t6530\t100\t-0.242\t0.090\t0.28\t0.10\t0.511\t0.029\t-1.020\t0.083\t\n",
"OGLE-SMC-RRLYR-0604\t0.658\t0.056\t0.740\t0.020\t1.694\t0.043\t6510\t100\t0.067\t0.088\t0.60\t0.10\t0.517\t0.029\t-0.726\t0.081\t\n",
"OGLE-SMC-RRLYR-0605\t0.566\t0.053\t0.721\t0.020\t1.605\t0.044\t6350\t100\t0.237\t0.091\t0.78\t0.10\t0.549\t0.029\t-0.627\t0.080\t\n",
"OGLE-SMC-RRLYR-0610\t0.579\t0.063\t0.701\t0.022\t1.658\t0.044\t6700\t110\t0.171\t0.091\t0.66\t0.10\t0.480\t0.029\t-0.572\t0.087\t\n",
"OGLE-SMC-RRLYR-0612\t0.626\t0.061\t0.716\t0.022\t1.695\t0.044\t6710\t110\t0.109\t0.091\t0.59\t0.10\t0.473\t0.031\t-0.625\t0.088\t\n",
"OGLE-SMC-RRLYR-0623\t0.599\t0.054\t0.706\t0.021\t1.605\t0.043\t6460\t100\t0.255\t0.090\t0.79\t0.10\t0.536\t0.029\t-0.568\t0.082\t\n",
"OGLE-SMC-RRLYR-0633\t0.645\t0.059\t0.722\t0.021\t1.663\t0.044\t6550\t110\t0.151\t0.090\t0.66\t0.10\t0.512\t0.030\t-0.646\t0.084\t\n",
"OGLE-SMC-RRLYR-0644\t0.675\t0.063\t0.758\t0.023\t1.706\t0.045\t6430\t120\t0.032\t0.093\t0.56\t0.10\t0.534\t0.032\t-0.792\t0.091\t\n",
"OGLE-SMC-RRLYR-0650\t0.723\t0.055\t0.775\t0.020\t1.717\t0.043\t6350\t110\t0.023\t0.089\t0.56\t0.10\t0.546\t0.030\t-0.827\t0.081\t\n",
"OGLE-SMC-RRLYR-0651\t0.713\t0.062\t0.759\t0.022\t1.718\t0.045\t6480\t110\t0.010\t0.093\t0.55\t0.10\t0.531\t0.030\t-0.814\t0.090\t\n",
"OGLE-SMC-RRLYR-0662\t0.653\t0.059\t0.768\t0.022\t1.752\t0.043\t6530\t110\t-0.062\t0.090\t0.44\t0.10\t0.506\t0.030\t-0.855\t0.087\t\n",
"OGLE-SMC-RRLYR-0669\t0.582\t0.055\t0.719\t0.020\t1.632\t0.045\t6530\t110\t0.195\t0.094\t0.72\t0.11\t0.518\t0.031\t-0.607\t0.083\t\n",
"OGLE-SMC-RRLYR-0680\t0.667\t0.056\t0.742\t0.021\t1.651\t0.043\t6350\t110\t0.137\t0.091\t0.70\t0.10\t0.560\t0.030\t-0.729\t0.084\t\n",
"OGLE-SMC-RRLYR-0683\t0.613\t0.059\t0.725\t0.021\t1.675\t0.043\t6580\t100\t0.127\t0.089\t0.63\t0.10\t0.503\t0.029\t-0.649\t0.083\t\n",
"OGLE-SMC-RRLYR-0686\t0.723\t0.053\t0.780\t0.021\t1.691\t0.043\t6250\t100\t0.061\t0.089\t0.64\t0.10\t0.582\t0.029\t-0.831\t0.082\t\n",
"OGLE-SMC-RRLYR-0696\t0.718\t0.053\t0.772\t0.021\t1.715\t0.042\t6390\t100\t0.039\t0.089\t0.566\t0.099\t0.541\t0.029\t-0.802\t0.081\t\n",
"OGLE-SMC-RRLYR-0698\t0.679\t0.059\t0.739\t0.021\t1.697\t0.044\t6550\t110\t0.076\t0.091\t0.58\t0.10\t0.509\t0.029\t-0.715\t0.087\t\n",
"OGLE-SMC-RRLYR-0700\t0.643\t0.056\t0.736\t0.020\t1.688\t0.043\t6530\t110\t0.089\t0.089\t0.61\t0.10\t0.514\t0.030\t-0.702\t0.081\t\n",
"OGLE-SMC-RRLYR-0709\t0.640\t0.061\t0.726\t0.022\t1.672\t0.043\t6550\t110\t0.158\t0.090\t0.66\t0.10\t0.506\t0.030\t-0.631\t0.086\t\n",
"OGLE-SMC-RRLYR-0726\t0.651\t0.055\t0.736\t0.021\t1.716\t0.042\t6640\t110\t0.042\t0.089\t0.546\t0.099\t0.491\t0.029\t-0.717\t0.083\t\n",
"OGLE-SMC-RRLYR-0727\t0.667\t0.055\t0.717\t0.021\t1.597\t0.043\t6330\t110\t0.310\t0.090\t0.85\t0.10\t0.554\t0.029\t-0.553\t0.084\t\n",
"OGLE-SMC-RRLYR-0731\t0.644\t0.058\t0.734\t0.021\t1.700\t0.044\t6580\t110\t0.064\t0.091\t0.58\t0.10\t0.503\t0.030\t-0.714\t0.085\t\n",
"OGLE-SMC-RRLYR-0738\t0.697\t0.060\t0.754\t0.021\t1.737\t0.044\t6570\t110\t0.002\t0.090\t0.50\t0.10\t0.504\t0.029\t-0.776\t0.084\t\n",
"OGLE-SMC-RRLYR-0749\t0.673\t0.052\t0.761\t0.020\t1.648\t0.045\t6260\t100\t0.132\t0.094\t0.71\t0.11\t0.582\t0.029\t-0.764\t0.080\t\n",
"OGLE-SMC-RRLYR-0754\t0.721\t0.058\t0.767\t0.022\t1.692\t0.043\t6320\t110\t0.042\t0.090\t0.61\t0.10\t0.566\t0.030\t-0.825\t0.085\t\n",
"OGLE-SMC-RRLYR-0757\t0.727\t0.055\t0.783\t0.020\t1.761\t0.042\t6460\t110\t-0.075\t0.088\t0.467\t0.099\t0.531\t0.029\t-0.897\t0.082\t\n",
"OGLE-SMC-RRLYR-0758\t0.649\t0.056\t0.728\t0.020\t1.681\t0.043\t6580\t110\t0.107\t0.089\t0.619\t0.099\t0.506\t0.030\t-0.679\t0.083\t\n",
"OGLE-SMC-RRLYR-0770\t0.749\t0.050\t0.834\t0.019\t1.821\t0.042\t6323\t99\t-0.237\t0.087\t0.308\t0.099\t0.553\t0.028\t-1.098\t0.077\t\n",
"OGLE-SMC-RRLYR-0771\t0.711\t0.057\t0.773\t0.020\t1.721\t0.042\t6390\t110\t0.014\t0.088\t0.557\t0.099\t0.541\t0.030\t-0.823\t0.081\t\n",
"OGLE-SMC-RRLYR-0779\t0.701\t0.052\t0.800\t0.020\t1.744\t0.043\t6260\t100\t-0.090\t0.090\t0.47\t0.10\t0.572\t0.028\t-0.976\t0.081\t\n",
"OGLE-SMC-RRLYR-0781\t0.771\t0.056\t0.827\t0.021\t1.821\t0.043\t6330\t110\t-0.245\t0.091\t0.32\t0.10\t0.559\t0.029\t-1.112\t0.085\t\n",
"OGLE-SMC-RRLYR-0782\t0.688\t0.058\t0.737\t0.021\t1.731\t0.043\t6680\t100\t0.028\t0.090\t0.52\t0.10\t0.482\t0.029\t-0.721\t0.084\t\n",
"OGLE-SMC-RRLYR-0783\t0.761\t0.051\t0.792\t0.019\t1.728\t0.042\t6260\t100\t-0.033\t0.087\t0.539\t0.099\t0.575\t0.028\t-0.931\t0.078\t\n",
"OGLE-SMC-RRLYR-0784\t0.742\t0.052\t0.806\t0.020\t1.733\t0.042\t6200\t100\t-0.073\t0.088\t0.53\t0.10\t0.597\t0.029\t-0.989\t0.080\t\n",
"OGLE-SMC-RRLYR-0794\t0.639\t0.058\t0.734\t0.021\t1.715\t0.043\t6660\t110\t0.059\t0.089\t0.553\t0.099\t0.484\t0.030\t-0.693\t0.083\t\n",
"OGLE-SMC-RRLYR-0795\t0.688\t0.056\t0.757\t0.021\t1.745\t0.043\t6590\t110\t-0.009\t0.089\t0.493\t0.099\t0.498\t0.030\t-0.785\t0.084\t\n",
"OGLE-SMC-RRLYR-0796\t0.547\t0.052\t0.692\t0.019\t1.661\t0.042\t6750\t100\t0.159\t0.087\t0.638\t0.099\t0.463\t0.028\t-0.558\t0.079\t\n",
"OGLE-SMC-RRLYR-0797\t0.715\t0.056\t0.744\t0.021\t1.688\t0.044\t6460\t110\t0.102\t0.090\t0.61\t0.10\t0.528\t0.029\t-0.719\t0.082\t\n",
"OGLE-SMC-RRLYR-0809\t0.633\t0.057\t0.739\t0.021\t1.682\t0.043\t6500\t110\t0.114\t0.091\t0.63\t0.10\t0.517\t0.030\t-0.687\t0.085\t\n",
"OGLE-SMC-RRLYR-0810\t0.682\t0.059\t0.755\t0.022\t1.730\t0.043\t6540\t110\t0.012\t0.089\t0.522\t0.099\t0.508\t0.030\t-0.781\t0.086\t\n",
"OGLE-SMC-RRLYR-0811\t0.624\t0.057\t0.739\t0.021\t1.667\t0.043\t6440\t110\t0.129\t0.089\t0.64\t0.10\t0.528\t0.029\t-0.695\t0.082\t\n",
"OGLE-SMC-RRLYR-0814\t0.691\t0.055\t0.750\t0.021\t1.691\t0.043\t6440\t110\t0.063\t0.089\t0.602\t0.099\t0.534\t0.029\t-0.769\t0.084\t\n",
"OGLE-SMC-RRLYR-0820\t0.693\t0.062\t0.761\t0.024\t1.717\t0.044\t6450\t110\t0.019\t0.093\t0.54\t0.10\t0.527\t0.029\t-0.794\t0.089\t\n",
"OGLE-SMC-RRLYR-0822\t0.614\t0.053\t0.754\t0.021\t1.712\t0.045\t6540\t110\t-0.003\t0.094\t0.49\t0.11\t0.493\t0.030\t-0.774\t0.082\t\n",
"OGLE-SMC-RRLYR-0825\t0.575\t0.056\t0.707\t0.021\t1.657\t0.043\t6620\t100\t0.158\t0.089\t0.66\t0.10\t0.491\t0.029\t-0.601\t0.082\t\n",
"OGLE-SMC-RRLYR-0833\t0.607\t0.058\t0.720\t0.021\t1.662\t0.043\t6570\t110\t0.133\t0.088\t0.653\t0.099\t0.501\t0.030\t-0.646\t0.082\t\n",
"OGLE-SMC-RRLYR-0836\t0.561\t0.052\t0.697\t0.020\t1.647\t0.042\t6690\t110\t0.187\t0.088\t0.67\t0.10\t0.480\t0.029\t-0.552\t0.080\t\n",
"OGLE-SMC-RRLYR-0840\t0.716\t0.060\t0.781\t0.022\t1.743\t0.043\t6400\t110\t-0.042\t0.090\t0.505\t0.099\t0.542\t0.031\t-0.888\t0.089\t\n",
"OGLE-SMC-RRLYR-0847\t0.787\t0.058\t0.792\t0.022\t1.783\t0.043\t6460\t110\t-0.090\t0.091\t0.43\t0.10\t0.524\t0.030\t-0.905\t0.086\t\n",
"OGLE-SMC-RRLYR-0860\t0.667\t0.057\t0.755\t0.021\t1.708\t0.043\t6470\t110\t0.055\t0.090\t0.58\t0.10\t0.523\t0.029\t-0.762\t0.084\t\n",
"OGLE-SMC-RRLYR-0870\t0.639\t0.061\t0.723\t0.022\t1.647\t0.044\t6490\t110\t0.207\t0.092\t0.72\t0.10\t0.520\t0.030\t-0.604\t0.088\t\n",
"OGLE-SMC-RRLYR-0879\t0.564\t0.053\t0.732\t0.020\t1.668\t0.042\t6510\t100\t0.096\t0.088\t0.635\t0.099\t0.523\t0.029\t-0.713\t0.080\t\n",
"OGLE-SMC-RRLYR-0880\t0.656\t0.060\t0.755\t0.022\t1.763\t0.043\t6670\t110\t-0.065\t0.091\t0.42\t0.10\t0.484\t0.030\t-0.816\t0.089\t\n",
"OGLE-SMC-RRLYR-0881\t0.758\t0.054\t0.798\t0.020\t1.812\t0.042\t6520\t100\t-0.175\t0.088\t0.344\t0.099\t0.516\t0.029\t-0.979\t0.082\t\n",
"OGLE-SMC-RRLYR-0884\t0.585\t0.058\t0.718\t0.022\t1.696\t0.043\t6700\t110\t0.091\t0.089\t0.58\t0.10\t0.474\t0.030\t-0.643\t0.085\t\n",
"OGLE-SMC-RRLYR-0888\t0.743\t0.056\t0.768\t0.021\t1.706\t0.045\t6350\t110\t0.051\t0.091\t0.59\t0.10\t0.551\t0.029\t-0.813\t0.083\t\n",
"OGLE-SMC-RRLYR-0891\t0.704\t0.058\t0.761\t0.022\t1.698\t0.045\t6390\t100\t0.062\t0.093\t0.61\t0.10\t0.541\t0.029\t-0.768\t0.087\t\n",
"OGLE-SMC-RRLYR-0912\t0.636\t0.055\t0.719\t0.021\t1.623\t0.045\t6460\t100\t0.220\t0.095\t0.75\t0.11\t0.523\t0.029\t-0.592\t0.083\t\n",
"OGLE-SMC-RRLYR-0913\t0.641\t0.060\t0.723\t0.021\t1.659\t0.044\t6540\t110\t0.145\t0.091\t0.67\t0.10\t0.517\t0.029\t-0.656\t0.085\t\n",
"OGLE-SMC-RRLYR-0914\t0.671\t0.058\t0.746\t0.022\t1.714\t0.043\t6550\t110\t0.049\t0.089\t0.55\t0.10\t0.505\t0.029\t-0.731\t0.083\t\n",
"OGLE-SMC-RRLYR-0917\t0.671\t0.064\t0.739\t0.024\t1.699\t0.045\t6550\t110\t0.094\t0.094\t0.60\t0.10\t0.507\t0.030\t-0.697\t0.093\t\n",
"OGLE-SMC-RRLYR-0926\t0.670\t0.056\t0.737\t0.021\t1.694\t0.044\t6570\t110\t0.143\t0.092\t0.64\t0.10\t0.498\t0.030\t-0.632\t0.084\t\n",
"OGLE-SMC-RRLYR-0927\t0.692\t0.055\t0.757\t0.022\t1.667\t0.044\t6310\t110\t0.098\t0.092\t0.67\t0.10\t0.570\t0.029\t-0.784\t0.084\t\n",
"OGLE-SMC-RRLYR-0933\t0.701\t0.052\t0.755\t0.020\t1.711\t0.042\t6470\t100\t0.037\t0.088\t0.574\t0.099\t0.527\t0.028\t-0.773\t0.079\t\n",
"OGLE-SMC-RRLYR-0934\t0.633\t0.060\t0.715\t0.021\t1.647\t0.044\t6550\t110\t0.222\t0.090\t0.72\t0.10\t0.507\t0.029\t-0.567\t0.084\t\n",
"OGLE-SMC-RRLYR-0948\t0.725\t0.055\t0.770\t0.021\t1.721\t0.042\t6400\t110\t0.008\t0.089\t0.552\t0.099\t0.540\t0.029\t-0.834\t0.084\t\n",
"OGLE-SMC-RRLYR-0953\t0.701\t0.053\t0.751\t0.020\t1.710\t0.042\t6510\t100\t0.065\t0.088\t0.58\t0.10\t0.514\t0.028\t-0.727\t0.080\t\n",
"OGLE-SMC-RRLYR-0954\t0.726\t0.052\t0.793\t0.020\t1.742\t0.044\t6320\t100\t-0.023\t0.090\t0.51\t0.10\t0.549\t0.029\t-0.884\t0.079\t\n",
"OGLE-SMC-RRLYR-0967\t0.568\t0.056\t0.732\t0.021\t1.709\t0.043\t6620\t110\t0.008\t0.090\t0.52\t0.10\t0.494\t0.029\t-0.758\t0.084\t\n",
"OGLE-SMC-RRLYR-0968\t0.664\t0.058\t0.744\t0.021\t1.709\t0.043\t6560\t110\t0.068\t0.090\t0.58\t0.10\t0.504\t0.029\t-0.714\t0.085\t\n",
"OGLE-SMC-RRLYR-0980\t0.694\t0.053\t0.730\t0.020\t1.622\t0.044\t6320\t110\t0.215\t0.091\t0.79\t0.10\t0.565\t0.030\t-0.663\t0.081\t\n",
"OGLE-SMC-RRLYR-0981\t0.632\t0.055\t0.761\t0.020\t1.758\t0.042\t6600\t100\t-0.076\t0.089\t0.435\t0.099\t0.498\t0.029\t-0.843\t0.082\t\n",
"OGLE-SMC-RRLYR-0995\t0.695\t0.056\t0.757\t0.021\t1.709\t0.042\t6460\t110\t0.051\t0.089\t0.57\t0.10\t0.526\t0.030\t-0.765\t0.083\t\n",
"OGLE-SMC-RRLYR-0996\t0.562\t0.056\t0.734\t0.021\t1.703\t0.042\t6620\t110\t0.033\t0.089\t0.536\t0.099\t0.495\t0.030\t-0.736\t0.085\t\n",
"OGLE-SMC-RRLYR-0997\t0.718\t0.057\t0.775\t0.022\t1.705\t0.044\t6340\t120\t0.029\t0.091\t0.58\t0.10\t0.555\t0.031\t-0.825\t0.086\t\n",
"OGLE-SMC-RRLYR-1000\t0.580\t0.059\t0.699\t0.021\t1.635\t0.043\t6600\t110\t0.206\t0.090\t0.72\t0.10\t0.499\t0.029\t-0.566\t0.084\t\n",
"OGLE-SMC-RRLYR-1006\t0.620\t0.054\t0.736\t0.020\t1.646\t0.043\t6410\t110\t0.160\t0.091\t0.70\t0.10\t0.540\t0.029\t-0.676\t0.084\t\n",
"OGLE-SMC-RRLYR-1007\t0.664\t0.057\t0.748\t0.021\t1.685\t0.043\t6420\t110\t0.068\t0.090\t0.61\t0.10\t0.537\t0.029\t-0.759\t0.084\t\n",
"OGLE-SMC-RRLYR-1008\t0.704\t0.063\t0.769\t0.025\t1.722\t0.046\t6400\t110\t-0.017\t0.097\t0.53\t0.11\t0.538\t0.031\t-0.853\t0.094\t\n",
"OGLE-SMC-RRLYR-1013\t0.599\t0.056\t0.727\t0.020\t1.705\t0.043\t6670\t110\t0.061\t0.089\t0.56\t0.10\t0.483\t0.029\t-0.689\t0.082\t\n",
"OGLE-SMC-RRLYR-1017\t0.702\t0.054\t0.767\t0.021\t1.703\t0.043\t6360\t100\t0.061\t0.090\t0.59\t0.10\t0.544\t0.028\t-0.790\t0.082\t\n",
"OGLE-SMC-RRLYR-1026\t0.646\t0.063\t0.736\t0.023\t1.683\t0.045\t6500\t110\t0.088\t0.093\t0.62\t0.10\t0.523\t0.030\t-0.721\t0.089\t\n",
"OGLE-SMC-RRLYR-1027\t0.632\t0.057\t0.738\t0.021\t1.693\t0.044\t6540\t110\t0.096\t0.092\t0.61\t0.10\t0.504\t0.029\t-0.683\t0.085\t\n",
"OGLE-SMC-RRLYR-1029\t0.733\t0.058\t0.770\t0.022\t1.709\t0.045\t6350\t110\t0.039\t0.092\t0.57\t0.11\t0.550\t0.030\t-0.819\t0.085\t\n",
"OGLE-SMC-RRLYR-1034\t0.665\t0.057\t0.774\t0.021\t1.735\t0.043\t6430\t110\t-0.044\t0.090\t0.504\t0.099\t0.538\t0.030\t-0.872\t0.087\t\n",
"OGLE-SMC-RRLYR-1036\t0.671\t0.059\t0.764\t0.023\t1.707\t0.044\t6390\t110\t0.015\t0.092\t0.56\t0.10\t0.545\t0.031\t-0.835\t0.092\t\n",
"OGLE-SMC-RRLYR-1040\t0.753\t0.058\t0.791\t0.022\t1.731\t0.047\t6270\t100\t-0.073\t0.097\t0.49\t0.11\t0.566\t0.029\t-0.947\t0.089\t\n",
"OGLE-SMC-RRLYR-1049\t0.665\t0.053\t0.744\t0.020\t1.695\t0.043\t6490\t100\t0.082\t0.090\t0.60\t0.10\t0.520\t0.028\t-0.730\t0.080\t\n",
"OGLE-SMC-RRLYR-1050\t0.672\t0.059\t0.722\t0.022\t1.659\t0.044\t6530\t110\t0.223\t0.092\t0.72\t0.10\t0.508\t0.030\t-0.578\t0.087\t\n",
"OGLE-SMC-RRLYR-1056\t0.667\t0.052\t0.779\t0.020\t1.746\t0.042\t6420\t100\t-0.074\t0.088\t0.458\t0.099\t0.535\t0.028\t-0.904\t0.080\t\n",
"OGLE-SMC-RRLYR-1069\t0.727\t0.055\t0.766\t0.021\t1.725\t0.043\t6450\t110\t0.030\t0.089\t0.53\t0.10\t0.524\t0.030\t-0.789\t0.083\t\n",
"OGLE-SMC-RRLYR-1073\t0.669\t0.061\t0.744\t0.021\t1.685\t0.043\t6480\t110\t0.103\t0.090\t0.63\t0.10\t0.525\t0.030\t-0.711\t0.085\t\n",
"OGLE-SMC-RRLYR-1079\t0.664\t0.057\t0.749\t0.021\t1.703\t0.043\t6490\t110\t0.059\t0.089\t0.588\t0.099\t0.523\t0.030\t-0.751\t0.084\t\n",
"OGLE-SMC-RRLYR-1088\t0.619\t0.052\t0.748\t0.020\t1.634\t0.044\t6280\t100\t0.181\t0.089\t0.74\t0.10\t0.570\t0.028\t-0.715\t0.079\t\n",
"OGLE-SMC-RRLYR-1091\t0.587\t0.059\t0.723\t0.022\t1.660\t0.044\t6520\t110\t0.140\t0.091\t0.64\t0.10\t0.512\t0.030\t-0.658\t0.089\t\n",
"OGLE-SMC-RRLYR-1106\t0.553\t0.064\t0.679\t0.023\t1.629\t0.045\t6760\t110\t0.248\t0.092\t0.71\t0.10\t0.461\t0.031\t-0.464\t0.089\t\n",
"OGLE-SMC-RRLYR-1111\t0.648\t0.056\t0.750\t0.021\t1.654\t0.046\t6260\t100\t0.096\t0.096\t0.67\t0.11\t0.570\t0.029\t-0.799\t0.087\t\n",
"OGLE-SMC-RRLYR-1120\t0.608\t0.053\t0.786\t0.021\t1.724\t0.044\t6310\t110\t-0.038\t0.091\t0.51\t0.10\t0.557\t0.030\t-0.908\t0.083\t\n",
"OGLE-SMC-RRLYR-1127\t0.713\t0.052\t0.780\t0.020\t1.683\t0.043\t6220\t100\t0.068\t0.090\t0.66\t0.10\t0.590\t0.029\t-0.835\t0.080\t\n",
"OGLE-SMC-RRLYR-1133\t0.630\t0.063\t0.712\t0.022\t1.677\t0.045\t6660\t110\t0.131\t0.092\t0.62\t0.10\t0.484\t0.030\t-0.618\t0.088\t\n",
"OGLE-SMC-RRLYR-1134\t0.777\t0.062\t0.843\t0.023\t1.835\t0.044\t6270\t110\t-0.301\t0.094\t0.27\t0.10\t0.572\t0.031\t-1.188\t0.094\t\n",
"OGLE-SMC-RRLYR-1151\t0.574\t0.053\t0.695\t0.020\t1.668\t0.043\t6770\t110\t0.157\t0.090\t0.61\t0.10\t0.458\t0.030\t-0.553\t0.083\t\n",
"OGLE-SMC-RRLYR-1155\t0.683\t0.057\t0.772\t0.022\t1.738\t0.043\t6460\t110\t-0.049\t0.091\t0.48\t0.10\t0.530\t0.031\t-0.876\t0.090\t\n",
"OGLE-SMC-RRLYR-1159\t0.588\t0.062\t0.721\t0.023\t1.668\t0.044\t6580\t110\t0.131\t0.093\t0.63\t0.10\t0.502\t0.031\t-0.651\t0.094\t\n",
"OGLE-SMC-RRLYR-1163\t0.635\t0.052\t0.786\t0.020\t1.744\t0.043\t6370\t100\t-0.072\t0.089\t0.46\t0.10\t0.542\t0.029\t-0.914\t0.080\t\n",
"OGLE-SMC-RRLYR-1171\t0.665\t0.055\t0.749\t0.020\t1.720\t0.044\t6570\t100\t0.017\t0.090\t0.52\t0.10\t0.508\t0.029\t-0.769\t0.082\t\n",
"OGLE-SMC-RRLYR-1176\t0.732\t0.056\t0.766\t0.021\t1.729\t0.042\t6470\t110\t0.021\t0.089\t0.537\t0.099\t0.524\t0.029\t-0.795\t0.083\t\n",
"OGLE-SMC-RRLYR-1178\t0.693\t0.053\t0.763\t0.020\t1.651\t0.042\t6230\t110\t0.134\t0.088\t0.71\t0.10\t0.586\t0.030\t-0.776\t0.080\t\n",
"OGLE-SMC-RRLYR-1182\t0.701\t0.055\t0.772\t0.022\t1.693\t0.043\t6310\t110\t0.061\t0.090\t0.62\t0.10\t0.564\t0.029\t-0.805\t0.084\t\n",
"OGLE-SMC-RRLYR-1185\t0.684\t0.062\t0.735\t0.022\t1.685\t0.044\t6520\t110\t0.110\t0.091\t0.63\t0.10\t0.517\t0.030\t-0.694\t0.089\t\n",
"OGLE-SMC-RRLYR-1192\t0.643\t0.055\t0.751\t0.020\t1.676\t0.043\t6390\t100\t0.062\t0.089\t0.62\t0.10\t0.549\t0.029\t-0.787\t0.081\t\n",
"OGLE-SMC-RRLYR-1203\t0.629\t0.057\t0.718\t0.021\t1.651\t0.044\t6520\t110\t0.178\t0.092\t0.70\t0.10\t0.514\t0.030\t-0.617\t0.084\t\n",
"OGLE-SMC-RRLYR-1206\t0.692\t0.053\t0.762\t0.020\t1.697\t0.042\t6390\t110\t0.072\t0.088\t0.605\t0.099\t0.541\t0.029\t-0.770\t0.081\t\n",
"OGLE-SMC-RRLYR-1220\t0.696\t0.054\t0.762\t0.021\t1.710\t0.043\t6430\t110\t0.056\t0.089\t0.57\t0.10\t0.529\t0.029\t-0.771\t0.082\t\n",
"OGLE-SMC-RRLYR-1222\t0.615\t0.057\t0.728\t0.020\t1.680\t0.044\t6580\t100\t0.096\t0.090\t0.60\t0.10\t0.508\t0.029\t-0.687\t0.082\t\n",
"OGLE-SMC-RRLYR-1224\t0.539\t0.057\t0.682\t0.022\t1.641\t0.044\t6750\t110\t0.214\t0.091\t0.68\t0.10\t0.462\t0.031\t-0.516\t0.086\t\n",
"OGLE-SMC-RRLYR-1231\t0.750\t0.060\t0.772\t0.022\t1.762\t0.043\t6530\t110\t-0.045\t0.090\t0.46\t0.10\t0.512\t0.030\t-0.842\t0.086\t\n",
"OGLE-SMC-RRLYR-1234\t0.601\t0.055\t0.702\t0.021\t1.623\t0.044\t6550\t110\t0.219\t0.092\t0.73\t0.10\t0.505\t0.030\t-0.565\t0.083\t\n",
"OGLE-SMC-RRLYR-1256\t0.631\t0.060\t0.780\t0.022\t1.775\t0.043\t6530\t110\t-0.137\t0.092\t0.38\t0.10\t0.512\t0.030\t-0.934\t0.089\t\n",
"OGLE-SMC-RRLYR-1263\t0.644\t0.051\t0.779\t0.020\t1.711\t0.044\t6310\t100\t0.008\t0.090\t0.55\t0.10\t0.557\t0.029\t-0.870\t0.080\t\n",
"OGLE-SMC-RRLYR-1272\t0.697\t0.052\t0.765\t0.019\t1.753\t0.042\t6560\t100\t-0.027\t0.087\t0.484\t0.098\t0.505\t0.028\t-0.813\t0.078\t\n",
"OGLE-SMC-RRLYR-1274\t0.763\t0.051\t0.797\t0.020\t1.708\t0.042\t6180\t100\t0.026\t0.088\t0.622\t0.099\t0.594\t0.028\t-0.884\t0.079\t\n",
"OGLE-SMC-RRLYR-1279\t0.690\t0.053\t0.742\t0.020\t1.693\t0.042\t6490\t100\t0.076\t0.087\t0.617\t0.099\t0.523\t0.029\t-0.726\t0.079\t\n",
"OGLE-SMC-RRLYR-1283\t0.735\t0.058\t0.774\t0.022\t1.709\t0.043\t6340\t110\t0.023\t0.092\t0.58\t0.10\t0.555\t0.030\t-0.832\t0.087\t\n",
"OGLE-SMC-RRLYR-1291\t0.674\t0.063\t0.758\t0.023\t1.734\t0.044\t6520\t110\t-0.031\t0.092\t0.49\t0.10\t0.519\t0.030\t-0.835\t0.090\t\n",
"OGLE-SMC-RRLYR-1297\t0.618\t0.057\t0.714\t0.021\t1.644\t0.044\t6530\t110\t0.198\t0.092\t0.72\t0.10\t0.513\t0.030\t-0.604\t0.085\t\n",
"OGLE-SMC-RRLYR-1298\t0.674\t0.062\t0.742\t0.022\t1.690\t0.044\t6510\t110\t0.115\t0.091\t0.63\t0.10\t0.517\t0.030\t-0.692\t0.088\t\n",
"OGLE-SMC-RRLYR-1306\t0.682\t0.056\t0.755\t0.022\t1.725\t0.043\t6520\t110\t0.004\t0.090\t0.51\t0.10\t0.503\t0.032\t-0.778\t0.086\t\n",
"OGLE-SMC-RRLYR-1312\t0.582\t0.053\t0.705\t0.020\t1.652\t0.042\t6630\t100\t0.152\t0.088\t0.65\t0.10\t0.492\t0.029\t-0.605\t0.080\t\n",
"OGLE-SMC-RRLYR-1321\t0.663\t0.052\t0.745\t0.020\t1.644\t0.043\t6320\t100\t0.151\t0.089\t0.72\t0.10\t0.572\t0.029\t-0.730\t0.081\t\n",
"OGLE-SMC-RRLYR-1336\t0.636\t0.060\t0.745\t0.022\t1.731\t0.043\t6620\t110\t-0.000\t0.090\t0.49\t0.10\t0.492\t0.029\t-0.763\t0.085\t\n",
"OGLE-SMC-RRLYR-1364\t0.632\t0.054\t0.780\t0.021\t1.786\t0.042\t6580\t110\t-0.153\t0.089\t0.363\t0.099\t0.505\t0.030\t-0.933\t0.084\t\n",
"OGLE-SMC-RRLYR-1365\t0.717\t0.061\t0.805\t0.023\t1.784\t0.044\t6360\t110\t-0.168\t0.093\t0.38\t0.10\t0.549\t0.031\t-1.025\t0.092\t\n",
"OGLE-SMC-RRLYR-1370\t0.702\t0.058\t0.737\t0.021\t1.629\t0.043\t6320\t110\t0.221\t0.090\t0.77\t0.10\t0.563\t0.030\t-0.659\t0.086\t\n",
"OGLE-SMC-RRLYR-1380\t0.618\t0.058\t0.714\t0.022\t1.648\t0.044\t6550\t110\t0.214\t0.092\t0.71\t0.10\t0.505\t0.029\t-0.573\t0.086\t\n",
"OGLE-SMC-RRLYR-1389\t0.582\t0.053\t0.711\t0.020\t1.612\t0.043\t6450\t100\t0.268\t0.089\t0.79\t0.10\t0.525\t0.029\t-0.549\t0.080\t\n",
"OGLE-SMC-RRLYR-1391\t0.652\t0.054\t0.750\t0.021\t1.688\t0.043\t6430\t100\t0.086\t0.089\t0.61\t0.10\t0.530\t0.029\t-0.738\t0.082\t\n",
"OGLE-SMC-RRLYR-1392\t0.683\t0.062\t0.746\t0.024\t1.660\t0.045\t6370\t110\t0.130\t0.095\t0.68\t0.10\t0.557\t0.031\t-0.735\t0.092\t\n",
"OGLE-SMC-RRLYR-1393\t0.725\t0.061\t0.728\t0.022\t1.690\t0.044\t6600\t110\t0.132\t0.090\t0.64\t0.10\t0.501\t0.030\t-0.648\t0.084\t\n",
"OGLE-SMC-RRLYR-1408\t0.739\t0.054\t0.776\t0.021\t1.707\t0.043\t6330\t100\t0.050\t0.089\t0.59\t0.10\t0.557\t0.029\t-0.811\t0.081\t\n",
"OGLE-SMC-RRLYR-1422\t0.581\t0.061\t0.702\t0.021\t1.606\t0.043\t6480\t110\t0.265\t0.090\t0.78\t0.10\t0.524\t0.030\t-0.550\t0.084\t\n",
"OGLE-SMC-RRLYR-1424\t0.606\t0.055\t0.740\t0.020\t1.698\t0.043\t6560\t100\t0.058\t0.088\t0.58\t0.10\t0.506\t0.029\t-0.721\t0.080\t\n",
"OGLE-SMC-RRLYR-1434\t0.650\t0.054\t0.759\t0.020\t1.682\t0.043\t6340\t100\t0.074\t0.089\t0.61\t0.10\t0.551\t0.029\t-0.786\t0.080\t\n",
"OGLE-SMC-RRLYR-1438\t0.590\t0.051\t0.720\t0.019\t1.690\t0.042\t6670\t110\t0.081\t0.087\t0.57\t0.10\t0.487\t0.030\t-0.676\t0.079\t\n",
"OGLE-SMC-RRLYR-1439\t0.748\t0.054\t0.778\t0.021\t1.713\t0.043\t6310\t100\t0.031\t0.089\t0.57\t0.10\t0.560\t0.029\t-0.841\t0.082\t\n",
"OGLE-SMC-RRLYR-1443\t0.672\t0.054\t0.749\t0.021\t1.622\t0.047\t6220\t110\t0.169\t0.097\t0.77\t0.11\t0.595\t0.030\t-0.748\t0.084\t\n",
"OGLE-SMC-RRLYR-1452\t0.654\t0.057\t0.735\t0.021\t1.714\t0.043\t6640\t110\t0.051\t0.090\t0.54\t0.10\t0.489\t0.029\t-0.705\t0.085\t\n",
"OGLE-SMC-RRLYR-1459\t0.709\t0.058\t0.745\t0.021\t1.704\t0.044\t6540\t100\t0.087\t0.090\t0.60\t0.10\t0.513\t0.029\t-0.712\t0.083\t\n",
"OGLE-SMC-RRLYR-1460\t0.689\t0.059\t0.746\t0.022\t1.654\t0.044\t6340\t110\t0.155\t0.092\t0.71\t0.10\t0.558\t0.030\t-0.713\t0.087\t\n",
"OGLE-SMC-RRLYR-1461\t0.667\t0.053\t0.764\t0.021\t1.652\t0.044\t6220\t100\t0.130\t0.090\t0.71\t0.10\t0.585\t0.029\t-0.775\t0.080\t\n",
"OGLE-SMC-RRLYR-1466\t0.582\t0.062\t0.715\t0.023\t1.639\t0.044\t6500\t110\t0.188\t0.092\t0.70\t0.10\t0.518\t0.031\t-0.619\t0.090\t\n",
"OGLE-SMC-RRLYR-1480\t0.683\t0.055\t0.770\t0.022\t1.692\t0.044\t6290\t110\t0.069\t0.092\t0.62\t0.10\t0.562\t0.029\t-0.812\t0.086\t\n",
"OGLE-SMC-RRLYR-1493\t0.693\t0.055\t0.745\t0.021\t1.702\t0.043\t6520\t110\t0.098\t0.089\t0.60\t0.10\t0.511\t0.030\t-0.700\t0.083\t\n",
"OGLE-SMC-RRLYR-1495\t0.607\t0.053\t0.733\t0.020\t1.731\t0.043\t6720\t100\t8.934\t0.089\t0.48\t0.10\t0.475\t0.029\t-0.739\t0.081\t\n",
"OGLE-SMC-RRLYR-1499\t0.641\t0.054\t0.726\t0.021\t1.598\t0.044\t6300\t110\t0.272\t0.091\t0.84\t0.10\t0.571\t0.029\t-0.612\t0.082\t\n",
"OGLE-SMC-RRLYR-1500\t0.750\t0.051\t0.789\t0.019\t1.706\t0.043\t6240\t100\t0.032\t0.089\t0.59\t0.10\t0.574\t0.028\t-0.864\t0.078\t\n",
"OGLE-SMC-RRLYR-1501\t0.651\t0.057\t0.703\t0.021\t1.650\t0.043\t6650\t110\t0.216\t0.089\t0.71\t0.10\t0.489\t0.030\t-0.538\t0.081\t\n",
"OGLE-SMC-RRLYR-1503\t0.624\t0.053\t0.732\t0.020\t1.673\t0.042\t6520\t110\t0.125\t0.089\t0.65\t0.10\t0.517\t0.029\t-0.680\t0.081\t\n",
"OGLE-SMC-RRLYR-1512\t0.659\t0.056\t0.725\t0.021\t1.663\t0.043\t6500\t110\t0.148\t0.090\t0.67\t0.10\t0.520\t0.030\t-0.664\t0.084\t\n",
"OGLE-SMC-RRLYR-1522\t0.684\t0.060\t0.742\t0.021\t1.696\t0.043\t6510\t100\t0.085\t0.090\t0.61\t0.10\t0.519\t0.029\t-0.713\t0.083\t\n",
"OGLE-SMC-RRLYR-1527\t0.586\t0.066\t0.708\t0.023\t1.662\t0.045\t6640\t110\t0.136\t0.094\t0.65\t0.10\t0.491\t0.030\t-0.610\t0.092\t\n",
"OGLE-SMC-RRLYR-1528\t0.699\t0.056\t0.772\t0.020\t1.734\t0.042\t6430\t100\t-0.027\t0.088\t0.509\t0.099\t0.534\t0.029\t-0.856\t0.081\t\n",
"OGLE-SMC-RRLYR-1531\t0.761\t0.056\t0.780\t0.021\t1.715\t0.043\t6300\t100\t0.013\t0.090\t0.58\t0.10\t0.561\t0.029\t-0.854\t0.083\t\n",
"OGLE-SMC-RRLYR-1541\t0.648\t0.054\t0.760\t0.021\t1.693\t0.042\t6380\t110\t0.054\t0.088\t0.58\t0.10\t0.542\t0.030\t-0.791\t0.081\t\n",
"OGLE-SMC-RRLYR-1550\t0.695\t0.053\t0.756\t0.021\t1.722\t0.043\t6510\t100\t0.036\t0.090\t0.55\t0.10\t0.515\t0.028\t-0.764\t0.082\t\n",
"OGLE-SMC-RRLYR-1568\t0.596\t0.055\t0.710\t0.020\t1.673\t0.043\t6660\t100\t0.140\t0.089\t0.63\t0.10\t0.483\t0.029\t-0.607\t0.081\t\n",
"OGLE-SMC-RRLYR-1570\t0.626\t0.055\t0.724\t0.021\t1.629\t0.043\t6430\t110\t0.147\t0.090\t0.71\t0.10\t0.548\t0.030\t-0.684\t0.084\t\n",
"OGLE-SMC-RRLYR-1577\t0.670\t0.059\t0.744\t0.023\t1.680\t0.045\t6430\t110\t0.096\t0.094\t0.63\t0.10\t0.533\t0.029\t-0.724\t0.086\t\n",
"OGLE-SMC-RRLYR-1579\t0.625\t0.054\t0.724\t0.020\t1.664\t0.044\t6520\t110\t0.137\t0.091\t0.66\t0.10\t0.511\t0.030\t-0.655\t0.082\t\n",
"OGLE-SMC-RRLYR-1583\t0.640\t0.055\t0.717\t0.021\t1.624\t0.043\t6430\t110\t0.255\t0.089\t0.78\t0.10\t0.533\t0.030\t-0.577\t0.082\t\n",
"OGLE-SMC-RRLYR-1584\t0.603\t0.056\t0.713\t0.022\t1.645\t0.046\t6550\t110\t0.147\t0.096\t0.67\t0.11\t0.505\t0.031\t-0.630\t0.086\t\n",
"OGLE-SMC-RRLYR-1585\t0.687\t0.054\t0.774\t0.021\t1.697\t0.043\t6270\t110\t0.016\t0.089\t0.59\t0.10\t0.572\t0.030\t-0.873\t0.083\t\n",
"OGLE-SMC-RRLYR-1587\t0.708\t0.054\t0.775\t0.020\t1.741\t0.042\t6430\t110\t-0.038\t0.088\t0.497\t0.099\t0.532\t0.029\t-0.865\t0.081\t\n",
"OGLE-SMC-RRLYR-1596\t0.559\t0.058\t0.667\t0.021\t1.549\t0.043\t6530\t110\t0.432\t0.089\t0.94\t0.10\t0.512\t0.029\t-0.364\t0.083\t\n",
"OGLE-SMC-RRLYR-1599\t0.652\t0.061\t0.750\t0.021\t1.725\t0.044\t6560\t110\t-0.017\t0.091\t0.50\t0.10\t0.512\t0.030\t-0.807\t0.086\t\n",
"OGLE-SMC-RRLYR-1602\t0.650\t0.057\t0.735\t0.021\t1.672\t0.043\t6470\t110\t0.100\t0.090\t0.64\t0.10\t0.529\t0.030\t-0.717\t0.083\t\n",
"OGLE-SMC-RRLYR-1603\t0.688\t0.061\t0.753\t0.021\t1.747\t0.044\t6640\t110\t-0.005\t0.091\t0.49\t0.10\t0.491\t0.029\t-0.765\t0.085\t\n",
"OGLE-SMC-RRLYR-1607\t0.653\t0.060\t0.747\t0.021\t1.685\t0.044\t6440\t110\t0.081\t0.090\t0.63\t0.10\t0.536\t0.029\t-0.734\t0.084\t\n",
"OGLE-SMC-RRLYR-1608\t0.642\t0.061\t0.708\t0.022\t1.629\t0.045\t6530\t110\t0.224\t0.092\t0.74\t0.10\t0.518\t0.031\t-0.580\t0.088\t\n",
"OGLE-SMC-RRLYR-1611\t0.695\t0.051\t0.759\t0.020\t1.688\t0.042\t6380\t100\t0.084\t0.087\t0.627\t0.099\t0.547\t0.029\t-0.761\t0.079\t\n",
"OGLE-SMC-RRLYR-1612\t0.742\t0.056\t0.773\t0.021\t1.731\t0.043\t6420\t100\t0.000\t0.089\t0.53\t0.10\t0.540\t0.029\t-0.828\t0.082\t\n",
"OGLE-SMC-RRLYR-1631\t0.647\t0.058\t0.752\t0.022\t1.735\t0.044\t6570\t110\t-0.017\t0.091\t0.49\t0.10\t0.503\t0.029\t-0.795\t0.085\t\n",
"OGLE-SMC-RRLYR-1632\t0.613\t0.056\t0.725\t0.022\t1.666\t0.044\t6530\t110\t0.122\t0.093\t0.64\t0.10\t0.510\t0.030\t-0.669\t0.085\t\n",
"OGLE-SMC-RRLYR-1638\t0.553\t0.054\t0.659\t0.021\t1.614\t0.045\t6850\t110\t0.267\t0.094\t0.69\t0.11\t0.414\t0.030\t-0.387\t0.083\t\n",
"OGLE-SMC-RRLYR-1642\t0.618\t0.054\t0.749\t0.022\t1.696\t0.044\t6470\t100\t0.062\t0.091\t0.57\t0.10\t0.520\t0.029\t-0.750\t0.084\t\n",
"OGLE-SMC-RRLYR-1650\t0.760\t0.057\t0.773\t0.021\t1.737\t0.043\t6450\t110\t0.011\t0.089\t0.53\t0.10\t0.531\t0.030\t-0.814\t0.083\t\n",
"OGLE-SMC-RRLYR-1667\t0.772\t0.054\t0.752\t0.020\t1.652\t0.043\t6310\t110\t0.189\t0.089\t0.75\t0.10\t0.568\t0.030\t-0.696\t0.082\t\n",
"OGLE-SMC-RRLYR-1675\t0.635\t0.060\t0.737\t0.022\t1.697\t0.044\t6560\t110\t0.071\t0.090\t0.59\t0.10\t0.507\t0.031\t-0.722\t0.087\t\n",
"OGLE-SMC-RRLYR-1684\t0.672\t0.056\t0.746\t0.021\t1.684\t0.044\t6440\t110\t0.103\t0.091\t0.62\t0.10\t0.526\t0.029\t-0.720\t0.084\t\n",
"OGLE-SMC-RRLYR-1719\t0.735\t0.067\t0.759\t0.023\t1.708\t0.045\t6420\t110\t0.049\t0.094\t0.59\t0.10\t0.539\t0.030\t-0.789\t0.091\t\n",
"OGLE-SMC-RRLYR-1730\t0.559\t0.056\t0.712\t0.022\t1.645\t0.046\t6580\t110\t0.173\t0.096\t0.66\t0.11\t0.493\t0.031\t-0.588\t0.084\t\n",
"OGLE-SMC-RRLYR-1731\t0.719\t0.056\t0.802\t0.021\t1.768\t0.045\t6340\t100\t-0.126\t0.093\t0.41\t0.10\t0.550\t0.029\t-0.988\t0.085\t\n",
"OGLE-SMC-RRLYR-1733\t0.664\t0.057\t0.750\t0.021\t1.663\t0.042\t6340\t110\t0.113\t0.088\t0.67\t0.10\t0.556\t0.031\t-0.754\t0.082\t\n",
"OGLE-SMC-RRLYR-1737\t0.598\t0.059\t0.676\t0.021\t1.632\t0.044\t6780\t110\t0.252\t0.091\t0.71\t0.10\t0.457\t0.029\t-0.458\t0.084\t\n",
"OGLE-SMC-RRLYR-1740\t0.675\t0.060\t0.742\t0.021\t1.736\t0.043\t6660\t110\t0.024\t0.089\t0.50\t0.10\t0.482\t0.030\t-0.725\t0.084\t\n",
"OGLE-SMC-RRLYR-1769\t0.641\t0.060\t0.726\t0.022\t1.680\t0.044\t6590\t110\t0.119\t0.090\t0.63\t0.10\t0.503\t0.031\t-0.659\t0.085\t\n",
"OGLE-SMC-RRLYR-1780\t0.625\t0.053\t0.747\t0.020\t1.651\t0.044\t6300\t100\t0.120\t0.089\t0.69\t0.10\t0.564\t0.029\t-0.757\t0.080\t\n",
"OGLE-SMC-RRLYR-1784\t0.747\t0.056\t0.782\t0.021\t1.736\t0.043\t6370\t110\t-0.010\t0.089\t0.530\t0.099\t0.544\t0.029\t-0.860\t0.082\t\n",
"OGLE-SMC-RRLYR-1789\t0.661\t0.055\t0.745\t0.020\t1.690\t0.042\t6480\t110\t0.078\t0.088\t0.616\t0.099\t0.526\t0.029\t-0.733\t0.082\t\n",
"OGLE-SMC-RRLYR-1815\t0.564\t0.060\t0.704\t0.021\t1.637\t0.043\t6590\t110\t0.218\t0.089\t0.72\t0.10\t0.499\t0.029\t-0.559\t0.084\t\n",
"OGLE-SMC-RRLYR-1842\t0.653\t0.059\t0.750\t0.023\t1.692\t0.044\t6460\t110\t0.059\t0.093\t0.60\t0.10\t0.530\t0.031\t-0.756\t0.089\t\n",
"OGLE-SMC-RRLYR-1844\t0.740\t0.052\t0.776\t0.020\t1.693\t0.042\t6250\t110\t0.038\t0.088\t0.63\t0.10\t0.577\t0.031\t-0.840\t0.079\t\n",
"OGLE-SMC-RRLYR-1847\t0.675\t0.059\t0.755\t0.021\t1.715\t0.043\t6470\t110\t0.011\t0.090\t0.55\t0.10\t0.527\t0.030\t-0.804\t0.085\t\n",
"OGLE-SMC-RRLYR-1859\t0.683\t0.055\t0.743\t0.020\t1.726\t0.043\t6630\t100\t0.036\t0.088\t0.537\t0.099\t0.493\t0.029\t-0.726\t0.081\t\n",
"OGLE-SMC-RRLYR-1862\t0.694\t0.059\t0.751\t0.021\t1.697\t0.044\t6460\t110\t0.062\t0.092\t0.59\t0.10\t0.532\t0.029\t-0.769\t0.086\t\n",
"OGLE-SMC-RRLYR-1866\t0.660\t0.057\t0.751\t0.021\t1.735\t0.043\t6620\t110\t0.028\t0.089\t0.527\t0.099\t0.492\t0.029\t-0.735\t0.084\t\n",
"OGLE-SMC-RRLYR-1870\t0.718\t0.059\t0.749\t0.021\t1.703\t0.043\t6500\t110\t0.080\t0.089\t0.604\t0.099\t0.520\t0.030\t-0.730\t0.085\t\n",
"OGLE-SMC-RRLYR-1885\t0.738\t0.053\t0.784\t0.021\t1.686\t0.043\t6200\t110\t0.033\t0.089\t0.64\t0.10\t0.600\t0.031\t-0.887\t0.082\t\n",
"OGLE-SMC-RRLYR-1888\t0.683\t0.053\t0.765\t0.020\t1.684\t0.044\t6320\t100\t0.091\t0.090\t0.63\t0.10\t0.554\t0.029\t-0.784\t0.081\t\n",
"OGLE-SMC-RRLYR-1889\t0.628\t0.055\t0.716\t0.022\t1.585\t0.045\t6330\t110\t0.280\t0.095\t0.85\t0.11\t0.568\t0.030\t-0.599\t0.084\t\n",
"OGLE-SMC-RRLYR-1890\t0.667\t0.054\t0.744\t0.021\t1.657\t0.043\t6350\t110\t0.142\t0.089\t0.68\t0.10\t0.548\t0.029\t-0.713\t0.082\t\n",
"OGLE-SMC-RRLYR-1891\t0.594\t0.058\t0.815\t0.023\t1.814\t0.044\t6410\t110\t-0.275\t0.093\t0.26\t0.10\t0.534\t0.030\t-1.102\t0.091\t\n",
"OGLE-SMC-RRLYR-1893\t0.639\t0.054\t0.747\t0.020\t1.731\t0.042\t6620\t100\t0.015\t0.088\t0.519\t0.099\t0.491\t0.029\t-0.740\t0.081\t\n",
"OGLE-SMC-RRLYR-1899\t0.598\t0.065\t0.712\t0.023\t1.656\t0.046\t6590\t110\t0.157\t0.094\t0.67\t0.10\t0.502\t0.030\t-0.615\t0.092\t\n",
"OGLE-SMC-RRLYR-1902\t0.583\t0.054\t0.701\t0.020\t1.617\t0.043\t6530\t110\t0.229\t0.090\t0.74\t0.10\t0.511\t0.030\t-0.566\t0.082\t\n",
"OGLE-SMC-RRLYR-1903\t0.687\t0.058\t0.734\t0.022\t1.679\t0.044\t6520\t110\t0.146\t0.089\t0.65\t0.10\t0.513\t0.030\t-0.651\t0.084\t\n",
"OGLE-SMC-RRLYR-1913\t0.736\t0.054\t0.781\t0.020\t1.715\t0.043\t6310\t100\t0.017\t0.088\t0.56\t0.10\t0.558\t0.029\t-0.853\t0.080\t\n",
"OGLE-SMC-RRLYR-1919\t0.542\t0.052\t0.697\t0.020\t1.665\t0.043\t6710\t110\t0.152\t0.088\t0.63\t0.10\t0.469\t0.030\t-0.590\t0.080\t\n",
"OGLE-SMC-RRLYR-1922\t0.588\t0.061\t0.714\t0.022\t1.661\t0.043\t6600\t110\t0.162\t0.091\t0.66\t0.10\t0.496\t0.030\t-0.609\t0.088\t\n",
"OGLE-SMC-RRLYR-1923\t0.740\t0.055\t0.788\t0.021\t1.739\t0.043\t6350\t100\t-0.016\t0.089\t0.52\t0.10\t0.547\t0.029\t-0.872\t0.082\t\n",
"OGLE-SMC-RRLYR-1927\t0.608\t0.055\t0.734\t0.021\t1.686\t0.043\t6530\t110\t0.081\t0.089\t0.591\t0.099\t0.509\t0.030\t-0.714\t0.085\t\n",
"OGLE-SMC-RRLYR-1929\t0.730\t0.058\t0.768\t0.022\t1.738\t0.043\t6480\t110\t0.011\t0.090\t0.537\t0.099\t0.522\t0.030\t-0.806\t0.086\t\n",
"OGLE-SMC-RRLYR-1930\t0.726\t0.055\t0.772\t0.022\t1.651\t0.044\t6150\t110\t0.137\t0.091\t0.74\t0.10\t0.608\t0.030\t-0.811\t0.084\t\n",
"OGLE-SMC-RRLYR-1941\t0.644\t0.055\t0.714\t0.021\t1.669\t0.043\t6590\t110\t0.166\t0.089\t0.66\t0.10\t0.500\t0.030\t-0.620\t0.082\t\n",
"OGLE-SMC-RRLYR-1948\t0.633\t0.060\t0.730\t0.021\t1.679\t0.044\t6530\t110\t0.099\t0.090\t0.63\t0.10\t0.513\t0.029\t-0.688\t0.085\t\n",
"OGLE-SMC-RRLYR-1952\t0.722\t0.058\t0.775\t0.022\t1.747\t0.043\t6470\t110\t-0.027\t0.090\t0.49\t0.10\t0.526\t0.030\t-0.844\t0.087\t\n",
"OGLE-SMC-RRLYR-1958\t0.624\t0.061\t0.718\t0.021\t1.692\t0.045\t6700\t100\t0.105\t0.092\t0.59\t0.10\t0.479\t0.029\t-0.634\t0.085\t\n",
"OGLE-SMC-RRLYR-1963\t0.665\t0.062\t0.757\t0.023\t1.722\t0.044\t6510\t110\t0.031\t0.092\t0.54\t0.10\t0.514\t0.031\t-0.768\t0.091\t\n",
"OGLE-SMC-RRLYR-1977\t0.730\t0.064\t0.747\t0.023\t1.740\t0.045\t6640\t110\t0.025\t0.091\t0.51\t0.10\t0.488\t0.030\t-0.742\t0.088\t\n",
"OGLE-SMC-RRLYR-1980\t0.702\t0.059\t0.761\t0.021\t1.764\t0.043\t6630\t110\t-0.068\t0.089\t0.43\t0.10\t0.495\t0.030\t-0.834\t0.085\t\n",
"OGLE-SMC-RRLYR-1987\t0.694\t0.057\t0.751\t0.021\t1.717\t0.043\t6530\t110\t0.040\t0.088\t0.573\t0.099\t0.518\t0.029\t-0.762\t0.082\t\n",
"OGLE-SMC-RRLYR-1989\t0.536\t0.051\t0.674\t0.019\t1.619\t0.042\t6710\t100\t0.247\t0.088\t0.739\t0.099\t0.473\t0.028\t-0.491\t0.078\t\n",
"OGLE-SMC-RRLYR-1990\t0.708\t0.059\t0.753\t0.021\t1.724\t0.043\t6540\t110\t0.025\t0.089\t0.54\t0.10\t0.514\t0.029\t-0.776\t0.083\t\n",
"OGLE-SMC-RRLYR-1991\t0.641\t0.057\t0.739\t0.021\t1.679\t0.044\t6470\t100\t0.098\t0.090\t0.62\t0.10\t0.525\t0.029\t-0.721\t0.084\t\n",
"OGLE-SMC-RRLYR-1993\t0.570\t0.052\t0.699\t0.020\t1.613\t0.043\t6550\t100\t0.273\t0.090\t0.76\t0.10\t0.503\t0.029\t-0.513\t0.080\t\n",
"OGLE-SMC-RRLYR-1999\t0.660\t0.056\t0.724\t0.021\t1.663\t0.044\t6510\t110\t0.149\t0.092\t0.67\t0.10\t0.520\t0.029\t-0.664\t0.085\t\n",
"OGLE-SMC-RRLYR-2002\t0.541\t0.057\t0.689\t0.022\t1.647\t0.043\t6730\t120\t0.199\t0.092\t0.67\t0.10\t0.468\t0.032\t-0.525\t0.088\t\n",
"OGLE-SMC-RRLYR-2015\t0.655\t0.061\t0.764\t0.023\t1.753\t0.043\t6560\t120\t-0.061\t0.091\t0.43\t0.10\t0.502\t0.032\t-0.844\t0.092\t\n",
"OGLE-SMC-RRLYR-2018\t0.681\t0.054\t0.762\t0.020\t1.703\t0.042\t6390\t110\t0.042\t0.089\t0.58\t0.10\t0.541\t0.029\t-0.799\t0.081\t\n",
"OGLE-SMC-RRLYR-2029\t0.683\t0.052\t0.724\t0.019\t1.680\t0.042\t6600\t100\t0.138\t0.087\t0.648\t0.099\t0.502\t0.028\t-0.641\t0.078\t\n",
"OGLE-SMC-RRLYR-2030\t0.618\t0.056\t0.718\t0.021\t1.606\t0.043\t6380\t110\t0.241\t0.090\t0.79\t0.10\t0.559\t0.031\t-0.623\t0.084\t\n",
"OGLE-SMC-RRLYR-2031\t0.646\t0.065\t0.747\t0.025\t1.741\t0.048\t6650\t120\t0.00\t0.10\t0.48\t0.11\t0.468\t0.032\t-0.732\t0.096\t\n",
"OGLE-SMC-RRLYR-2032\t0.689\t0.057\t0.750\t0.022\t1.647\t0.046\t6290\t110\t0.125\t0.095\t0.71\t0.11\t0.577\t0.030\t-0.763\t0.086\t\n",
"OGLE-SMC-RRLYR-2052\t0.641\t0.054\t0.778\t0.020\t1.775\t0.042\t6550\t110\t-0.133\t0.089\t0.38\t0.10\t0.511\t0.029\t-0.926\t0.082\t\n",
"OGLE-SMC-RRLYR-2058\t0.652\t0.055\t0.790\t0.021\t1.807\t0.043\t6570\t110\t-0.183\t0.090\t0.330\t0.099\t0.501\t0.030\t-0.961\t0.085\t\n",
"OGLE-SMC-RRLYR-2067\t0.703\t0.056\t0.765\t0.021\t1.702\t0.043\t6390\t110\t0.069\t0.089\t0.60\t0.10\t0.541\t0.029\t-0.773\t0.083\t\n",
"OGLE-SMC-RRLYR-2076\t0.694\t0.058\t0.753\t0.021\t1.738\t0.043\t6590\t110\t0.005\t0.089\t0.51\t0.10\t0.501\t0.030\t-0.773\t0.083\t\n",
"OGLE-SMC-RRLYR-2084\t0.623\t0.055\t0.724\t0.020\t1.685\t0.042\t6620\t100\t0.108\t0.088\t0.612\t0.099\t0.493\t0.029\t-0.656\t0.081\t\n",
"OGLE-SMC-RRLYR-2101\t0.714\t0.054\t0.764\t0.021\t1.703\t0.043\t6390\t100\t0.055\t0.089\t0.60\t0.10\t0.546\t0.029\t-0.780\t0.082\t\n",
"OGLE-SMC-RRLYR-2102\t0.599\t0.061\t0.737\t0.023\t1.731\t0.043\t6690\t120\t0.003\t0.090\t0.480\t0.099\t0.475\t0.032\t-0.735\t0.091\t\n",
"OGLE-SMC-RRLYR-2109\t0.587\t0.058\t0.737\t0.024\t1.618\t0.047\t6300\t110\t0.227\t0.099\t0.78\t0.11\t0.568\t0.029\t-0.664\t0.090\t\n",
"OGLE-SMC-RRLYR-2111\t0.743\t0.063\t0.773\t0.024\t1.708\t0.044\t6340\t120\t0.050\t0.092\t0.60\t0.10\t0.557\t0.032\t-0.817\t0.094\t\n",
"OGLE-SMC-RRLYR-2120\t0.599\t0.063\t0.728\t0.023\t1.691\t0.044\t6600\t110\t0.086\t0.091\t0.58\t0.10\t0.492\t0.030\t-0.680\t0.088\t\n",
"OGLE-SMC-RRLYR-2121\t0.667\t0.055\t0.747\t0.021\t1.682\t0.043\t6420\t110\t0.076\t0.090\t0.62\t0.10\t0.539\t0.029\t-0.756\t0.083\t\n",
"OGLE-SMC-RRLYR-2138\t0.640\t0.062\t0.747\t0.022\t1.707\t0.043\t6530\t120\t0.053\t0.090\t0.57\t0.10\t0.512\t0.033\t-0.735\t0.089\t\n",
"OGLE-SMC-RRLYR-2144\t0.676\t0.054\t0.739\t0.021\t1.664\t0.043\t6440\t110\t0.128\t0.089\t0.67\t0.10\t0.540\t0.030\t-0.705\t0.082\t\n",
"OGLE-SMC-RRLYR-2145\t0.659\t0.056\t0.750\t0.021\t1.693\t0.043\t6450\t110\t0.088\t0.090\t0.60\t0.10\t0.525\t0.029\t-0.733\t0.084\t\n",
"OGLE-SMC-RRLYR-2154\t0.754\t0.052\t0.797\t0.020\t1.733\t0.044\t6280\t100\t-0.039\t0.091\t0.51\t0.10\t0.564\t0.028\t-0.921\t0.080\t\n",
"OGLE-SMC-RRLYR-2157\t0.567\t0.058\t0.709\t0.021\t1.674\t0.043\t6700\t110\t0.129\t0.090\t0.621\t0.099\t0.480\t0.030\t-0.617\t0.085\t\n",
"OGLE-SMC-RRLYR-2184\t0.569\t0.061\t0.672\t0.024\t1.537\t0.047\t6430\t110\t0.412\t0.095\t0.94\t0.11\t0.535\t0.030\t-0.422\t0.091\t\n",
"OGLE-SMC-RRLYR-2187\t0.695\t0.056\t0.782\t0.021\t1.772\t0.042\t6500\t110\t-0.095\t0.089\t0.432\t0.099\t0.520\t0.030\t-0.903\t0.084\t\n",
"OGLE-SMC-RRLYR-2188\t0.688\t0.056\t0.750\t0.021\t1.688\t0.043\t6430\t110\t0.072\t0.090\t0.61\t0.10\t0.534\t0.030\t-0.752\t0.084\t\n",
"OGLE-SMC-RRLYR-2201\t0.625\t0.056\t0.739\t0.021\t1.643\t0.043\t6340\t110\t0.158\t0.089\t0.70\t0.10\t0.552\t0.030\t-0.705\t0.084\t\n",
"OGLE-SMC-RRLYR-2213\t0.676\t0.061\t0.731\t0.021\t1.701\t0.045\t6620\t100\t0.092\t0.092\t0.59\t0.10\t0.495\t0.029\t-0.680\t0.085\t\n",
"OGLE-SMC-RRLYR-2218\t0.652\t0.062\t0.745\t0.024\t1.698\t0.045\t6490\t110\t0.071\t0.094\t0.59\t0.10\t0.521\t0.030\t-0.746\t0.092\t\n",
"OGLE-SMC-RRLYR-2219\t0.644\t0.058\t0.739\t0.021\t1.692\t0.043\t6530\t110\t0.084\t0.089\t0.609\t0.099\t0.510\t0.030\t-0.701\t0.083\t\n",
"OGLE-SMC-RRLYR-2224\t0.605\t0.058\t0.735\t0.021\t1.692\t0.043\t6560\t110\t0.058\t0.090\t0.57\t0.10\t0.512\t0.030\t-0.736\t0.085\t\n",
"OGLE-SMC-RRLYR-2232\t0.648\t0.065\t0.730\t0.023\t1.709\t0.045\t6640\t110\t0.061\t0.093\t0.56\t0.10\t0.488\t0.030\t-0.689\t0.089\t\n",
"OGLE-SMC-RRLYR-2238\t0.612\t0.059\t0.724\t0.022\t1.679\t0.044\t6580\t110\t0.110\t0.091\t0.62\t0.10\t0.503\t0.030\t-0.667\t0.086\t\n",
"OGLE-SMC-RRLYR-2252\t0.660\t0.055\t0.745\t0.021\t1.615\t0.045\t6220\t110\t0.222\t0.094\t0.81\t0.11\t0.590\t0.031\t-0.696\t0.084\t\n",
"OGLE-SMC-RRLYR-2298\t0.662\t0.058\t0.762\t0.022\t1.739\t0.043\t6550\t110\t-0.035\t0.089\t0.492\t0.099\t0.511\t0.031\t-0.821\t0.086\t\n",
"OGLE-SMC-RRLYR-2303\t0.737\t0.056\t0.784\t0.021\t1.729\t0.043\t6320\t110\t-0.009\t0.091\t0.54\t0.10\t0.555\t0.029\t-0.881\t0.087\t\n",
"OGLE-SMC-RRLYR-2310\t0.714\t0.061\t0.805\t0.023\t1.774\t0.043\t6330\t110\t-0.159\t0.091\t0.414\t0.099\t0.558\t0.031\t-1.020\t0.091\t\n",
"OGLE-SMC-RRLYR-2315\t0.633\t0.067\t0.718\t0.024\t1.682\t0.045\t6610\t120\t0.108\t0.093\t0.61\t0.10\t0.494\t0.032\t-0.660\t0.094\t\n",
"OGLE-SMC-RRLYR-2319\t0.702\t0.059\t0.770\t0.023\t1.693\t0.046\t6280\t110\t0.047\t0.094\t0.61\t0.11\t0.565\t0.031\t-0.836\t0.088\t\n",
"OGLE-SMC-RRLYR-2333\t0.572\t0.063\t0.678\t0.022\t1.596\t0.044\t6630\t110\t0.331\t0.091\t0.82\t0.10\t0.490\t0.030\t-0.425\t0.087\t\n",
"OGLE-SMC-RRLYR-2334\t0.744\t0.053\t0.790\t0.020\t1.698\t0.043\t6210\t100\t0.061\t0.089\t0.63\t0.10\t0.588\t0.028\t-0.849\t0.081\t\n",
"OGLE-SMC-RRLYR-2341\t0.628\t0.051\t0.751\t0.020\t1.672\t0.043\t6390\t100\t0.113\t0.089\t0.64\t0.10\t0.539\t0.029\t-0.727\t0.080\t\n",
"OGLE-SMC-RRLYR-2348\t0.612\t0.059\t0.728\t0.022\t1.677\t0.044\t6540\t110\t0.100\t0.093\t0.62\t0.10\t0.512\t0.029\t-0.696\t0.087\t\n",
"OGLE-SMC-RRLYR-2349\t0.643\t0.056\t0.771\t0.020\t1.740\t0.042\t6460\t110\t-0.058\t0.089\t0.474\t0.099\t0.527\t0.029\t-0.881\t0.083\t\n",
"OGLE-SMC-RRLYR-2353\t0.677\t0.065\t0.769\t0.025\t1.706\t0.046\t6360\t120\t0.035\t0.095\t0.58\t0.10\t0.548\t0.032\t-0.821\t0.098\t\n",
"OGLE-SMC-RRLYR-2356\t0.616\t0.056\t0.737\t0.020\t1.667\t0.043\t6460\t110\t0.136\t0.090\t0.67\t0.10\t0.527\t0.030\t-0.686\t0.082\t\n",
"OGLE-SMC-RRLYR-2357\t0.596\t0.057\t0.702\t0.021\t1.654\t0.043\t6670\t100\t0.202\t0.089\t0.69\t0.10\t0.479\t0.029\t-0.541\t0.082\t\n",
"OGLE-SMC-RRLYR-2367\t0.741\t0.058\t0.783\t0.021\t1.736\t0.043\t6360\t110\t-0.019\t0.090\t0.52\t0.10\t0.545\t0.030\t-0.863\t0.085\t\n",
"OGLE-SMC-RRLYR-2380\t0.643\t0.057\t0.747\t0.021\t1.665\t0.043\t6370\t110\t0.123\t0.089\t0.66\t0.10\t0.545\t0.030\t-0.728\t0.083\t\n",
"OGLE-SMC-RRLYR-2390\t0.586\t0.056\t0.705\t0.021\t1.679\t0.043\t6740\t110\t0.136\t0.089\t0.615\t0.099\t0.466\t0.030\t-0.586\t0.084\t\n",
"OGLE-SMC-RRLYR-2392\t0.631\t0.061\t0.701\t0.023\t1.599\t0.046\t6480\t110\t0.337\t0.096\t0.84\t0.11\t0.519\t0.030\t-0.482\t0.089\t\n",
"OGLE-SMC-RRLYR-2393\t0.652\t0.056\t0.750\t0.021\t1.687\t0.043\t6440\t110\t0.096\t0.089\t0.62\t0.10\t0.531\t0.030\t-0.730\t0.084\t\n",
"OGLE-SMC-RRLYR-2399\t0.578\t0.058\t0.749\t0.022\t1.722\t0.043\t6570\t110\t0.003\t0.092\t0.51\t0.10\t0.502\t0.030\t-0.782\t0.088\t\n",
"OGLE-SMC-RRLYR-2401\t0.670\t0.061\t0.758\t0.023\t1.694\t0.045\t6390\t110\t0.034\t0.095\t0.59\t0.10\t0.548\t0.031\t-0.814\t0.095\t\n",
"OGLE-SMC-RRLYR-2411\t0.541\t0.054\t0.717\t0.020\t1.693\t0.043\t6710\t110\t0.083\t0.089\t0.56\t0.10\t0.471\t0.029\t-0.649\t0.082\t\n",
"OGLE-SMC-RRLYR-2422\t0.620\t0.061\t0.720\t0.021\t1.653\t0.043\t6510\t110\t0.152\t0.089\t0.69\t0.10\t0.521\t0.030\t-0.648\t0.085\t\n",
"OGLE-SMC-RRLYR-2431\t0.709\t0.057\t0.763\t0.022\t1.706\t0.044\t6400\t110\t0.048\t0.092\t0.58\t0.10\t0.540\t0.029\t-0.788\t0.085\t\n",
"OGLE-SMC-RRLYR-2436\t0.552\t0.062\t0.707\t0.022\t1.668\t0.043\t6690\t110\t0.135\t0.090\t0.62\t0.10\t0.475\t0.030\t-0.600\t0.087\t\n",
"OGLE-SMC-RRLYR-2440\t0.703\t0.063\t0.765\t0.023\t1.733\t0.044\t6490\t110\t0.000\t0.092\t0.51\t0.10\t0.520\t0.031\t-0.809\t0.092\t\n",
"OGLE-SMC-RRLYR-2447\t0.669\t0.056\t0.750\t0.021\t1.675\t0.043\t6380\t100\t0.081\t0.089\t0.64\t0.10\t0.548\t0.029\t-0.757\t0.083\t\n",
"OGLE-SMC-RRLYR-2458\t0.545\t0.058\t0.712\t0.021\t1.647\t0.044\t6580\t100\t0.151\t0.092\t0.66\t0.10\t0.507\t0.029\t-0.637\t0.086\t\n",
"OGLE-SMC-RRLYR-2460\t0.546\t0.059\t0.686\t0.023\t1.667\t0.046\t6840\t110\t0.191\t0.094\t0.63\t0.11\t0.436\t0.031\t-0.491\t0.089\t\n",
"OGLE-SMC-RRLYR-2681\t0.646\t0.056\t0.726\t0.020\t1.687\t0.043\t6610\t100\t0.102\t0.088\t0.61\t0.10\t0.497\t0.029\t-0.662\t0.081\t\n",
"OGLE-SMC-RRLYR-2699\t0.664\t0.065\t0.736\t0.023\t1.750\t0.044\t6760\t120\t-0.014\t0.093\t0.44\t0.10\t0.458\t0.031\t-0.734\t0.094\t\n",
"OGLE-SMC-RRLYR-2704\t0.692\t0.062\t0.733\t0.023\t1.662\t0.044\t6470\t110\t0.190\t0.091\t0.70\t0.10\t0.525\t0.031\t-0.626\t0.088\t\n",
"OGLE-SMC-RRLYR-2734\t0.676\t0.060\t0.743\t0.021\t1.710\t0.044\t6580\t110\t0.051\t0.090\t0.57\t0.10\t0.509\t0.030\t-0.728\t0.085\t\n",
"OGLE-SMC-RRLYR-2754\t0.647\t0.058\t0.722\t0.021\t1.710\t0.045\t6710\t110\t0.083\t0.094\t0.53\t0.11\t0.450\t0.031\t-0.627\t0.086\t\n",
"OGLE-SMC-RRLYR-2811\t0.695\t0.056\t0.752\t0.021\t1.669\t0.045\t6330\t100\t0.108\t0.092\t0.66\t0.11\t0.559\t0.029\t-0.762\t0.083\t\n",
"OGLE-SMC-RRLYR-2827\t0.701\t0.054\t0.746\t0.020\t1.698\t0.042\t6500\t100\t0.081\t0.087\t0.600\t0.099\t0.518\t0.029\t-0.729\t0.080\t\n",
"OGLE-SMC-RRLYR-2836\t0.635\t0.056\t0.720\t0.021\t1.618\t0.043\t6420\t110\t0.266\t0.089\t0.79\t0.10\t0.536\t0.030\t-0.566\t0.084\t\n",
"OGLE-SMC-RRLYR-2853\t0.715\t0.052\t0.771\t0.020\t1.684\t0.043\t6260\t100\t0.069\t0.088\t0.63\t0.10\t0.571\t0.028\t-0.820\t0.079\t\n",
"OGLE-SMC-RRLYR-2860\t0.688\t0.055\t0.775\t0.021\t1.708\t0.044\t6320\t110\t0.012\t0.090\t0.56\t0.10\t0.559\t0.030\t-0.859\t0.083\t\n",
"OGLE-SMC-RRLYR-2868\t0.545\t0.050\t0.718\t0.019\t1.671\t0.042\t6620\t100\t0.110\t0.087\t0.621\t0.099\t0.494\t0.029\t-0.656\t0.079\t\n",
"OGLE-SMC-RRLYR-2872\t0.640\t0.061\t0.719\t0.022\t1.676\t0.045\t6610\t110\t0.152\t0.092\t0.65\t0.10\t0.495\t0.029\t-0.613\t0.085\t\n",
"OGLE-SMC-RRLYR-2878\t0.627\t0.054\t0.760\t0.021\t1.656\t0.043\t6260\t100\t0.099\t0.089\t0.68\t0.10\t0.573\t0.029\t-0.797\t0.080\t\n",
"OGLE-SMC-RRLYR-2879\t0.622\t0.062\t0.721\t0.022\t1.690\t0.044\t6670\t110\t0.101\t0.089\t0.59\t0.10\t0.484\t0.030\t-0.645\t0.085\t\n",
"OGLE-SMC-RRLYR-2882\t0.779\t0.054\t0.793\t0.020\t1.728\t0.042\t6260\t110\t-0.012\t0.089\t0.55\t0.10\t0.568\t0.029\t-0.892\t0.081\t\n",
"OGLE-SMC-RRLYR-2888\t0.632\t0.054\t0.805\t0.021\t1.766\t0.045\t6320\t120\t-0.156\t0.091\t0.40\t0.11\t0.556\t0.033\t-1.021\t0.081\t\n",
"OGLE-SMC-RRLYR-2892\t0.608\t0.063\t0.717\t0.022\t1.688\t0.044\t6680\t110\t0.116\t0.090\t0.60\t0.10\t0.479\t0.030\t-0.624\t0.086\t\n",
"OGLE-SMC-RRLYR-2899\t0.662\t0.060\t0.755\t0.022\t1.713\t0.043\t6490\t110\t0.037\t0.091\t0.56\t0.10\t0.520\t0.030\t-0.774\t0.090\t\n",
"OGLE-SMC-RRLYR-2913\t0.682\t0.054\t0.738\t0.020\t1.711\t0.042\t6610\t100\t0.058\t0.089\t0.57\t0.10\t0.501\t0.028\t-0.720\t0.080\t\n",
"OGLE-SMC-RRLYR-2922\t0.605\t0.058\t0.699\t0.021\t1.632\t0.044\t6600\t110\t0.217\t0.091\t0.73\t0.10\t0.501\t0.029\t-0.562\t0.083\t\n",
"OGLE-SMC-RRLYR-2923\t0.590\t0.049\t0.657\t0.019\t1.566\t0.042\t6650\t100\t0.381\t0.087\t0.853\t0.099\t0.472\t0.028\t-0.360\t0.077\t\n",
"OGLE-SMC-RRLYR-2929\t0.686\t0.052\t0.750\t0.019\t1.688\t0.042\t6430\t100\t0.100\t0.087\t0.624\t0.099\t0.532\t0.028\t-0.729\t0.078\t\n",
"OGLE-SMC-RRLYR-2930\t0.686\t0.058\t0.744\t0.021\t1.683\t0.043\t6450\t100\t0.095\t0.089\t0.63\t0.10\t0.533\t0.029\t-0.724\t0.082\t\n",
"OGLE-SMC-RRLYR-2945\t0.678\t0.053\t0.760\t0.021\t1.657\t0.043\t6260\t100\t0.141\t0.089\t0.70\t0.10\t0.577\t0.029\t-0.757\t0.081\t\n",
"OGLE-SMC-RRLYR-2946\t0.586\t0.058\t0.753\t0.022\t1.741\t0.043\t6600\t110\t-0.042\t0.092\t0.46\t0.10\t0.497\t0.030\t-0.818\t0.090\t\n",
"OGLE-SMC-RRLYR-2952\t0.711\t0.052\t0.769\t0.020\t1.727\t0.042\t6430\t100\t0.017\t0.088\t0.550\t0.099\t0.532\t0.028\t-0.814\t0.079\t\n",
"OGLE-SMC-RRLYR-2955\t0.665\t0.051\t0.750\t0.019\t1.694\t0.042\t6440\t100\t0.074\t0.088\t0.603\t0.099\t0.533\t0.029\t-0.760\t0.079\t\n",
"OGLE-SMC-RRLYR-2956\t0.674\t0.056\t0.765\t0.021\t1.769\t0.042\t6620\t110\t-0.076\t0.089\t0.429\t0.099\t0.494\t0.030\t-0.841\t0.084\t\n",
"OGLE-SMC-RRLYR-2960\t0.700\t0.064\t0.770\t0.024\t1.706\t0.046\t6330\t110\t0.035\t0.094\t0.58\t0.10\t0.553\t0.030\t-0.834\t0.091\t\n",
"OGLE-SMC-RRLYR-2961\t0.620\t0.052\t0.712\t0.020\t1.696\t0.042\t6740\t100\t0.099\t0.087\t0.579\t0.099\t0.467\t0.028\t-0.627\t0.079\t\n",
"OGLE-SMC-RRLYR-2966\t0.652\t0.051\t0.736\t0.019\t1.700\t0.042\t6560\t100\t0.052\t0.087\t0.582\t0.098\t0.508\t0.028\t-0.728\t0.078\t\n",
"OGLE-SMC-RRLYR-2970\t0.660\t0.050\t0.762\t0.019\t1.698\t0.043\t6440\t100\t0.023\t0.090\t0.55\t0.10\t0.528\t0.029\t-0.793\t0.078\t\n",
"OGLE-SMC-RRLYR-2977\t0.674\t0.051\t0.754\t0.019\t1.719\t0.042\t6520\t100\t0.018\t0.087\t0.548\t0.099\t0.516\t0.028\t-0.780\t0.078\t\n",
"OGLE-SMC-RRLYR-2978\t0.710\t0.051\t0.786\t0.020\t1.765\t0.042\t6440\t100\t-0.098\t0.087\t0.422\t0.099\t0.528\t0.028\t-0.920\t0.078\t\n",
"OGLE-SMC-RRLYR-2985\t0.733\t0.053\t0.743\t0.020\t1.725\t0.042\t6610\t100\t0.036\t0.088\t0.543\t0.099\t0.497\t0.028\t-0.738\t0.079\t\n",
"OGLE-SMC-RRLYR-2987\t0.731\t0.052\t0.771\t0.020\t1.751\t0.042\t6510\t100\t-0.023\t0.087\t0.499\t0.099\t0.517\t0.028\t-0.827\t0.079\t\n",
"OGLE-SMC-RRLYR-2996\t0.762\t0.053\t0.779\t0.021\t1.696\t0.043\t6270\t100\t0.052\t0.090\t0.63\t0.10\t0.577\t0.029\t-0.830\t0.082\t\n",
"OGLE-SMC-RRLYR-2997\t0.682\t0.053\t0.753\t0.020\t1.672\t0.042\t6340\t100\t0.121\t0.088\t0.659\t0.099\t0.549\t0.029\t-0.737\t0.081\t\n",
"OGLE-SMC-RRLYR-3006\t0.713\t0.051\t0.748\t0.019\t1.713\t0.042\t6550\t100\t0.060\t0.087\t0.573\t0.098\t0.511\t0.028\t-0.734\t0.078\t\n",
"OGLE-SMC-RRLYR-3007\t0.655\t0.053\t0.762\t0.020\t1.739\t0.042\t6540\t100\t-0.042\t0.088\t0.479\t0.099\t0.514\t0.029\t-0.841\t0.080\t\n",
"OGLE-SMC-RRLYR-3012\t0.643\t0.054\t0.766\t0.020\t1.772\t0.042\t6630\t100\t-0.100\t0.088\t0.410\t0.099\t0.492\t0.029\t-0.860\t0.081\t\n",
"OGLE-SMC-RRLYR-3014\t0.784\t0.050\t0.785\t0.019\t1.720\t0.042\t6270\t100\t-0.008\t0.087\t0.558\t0.099\t0.572\t0.028\t-0.902\t0.077\t\n",
"OGLE-SMC-RRLYR-3018\t0.644\t0.051\t0.737\t0.019\t1.700\t0.042\t6580\t100\t0.070\t0.087\t0.581\t0.098\t0.503\t0.028\t-0.712\t0.078\t\n",
"OGLE-SMC-RRLYR-3022\t0.658\t0.068\t0.727\t0.025\t1.709\t0.048\t6680\t110\t0.084\t0.097\t0.56\t0.11\t0.479\t0.031\t-0.660\t0.097\t\n",
"OGLE-SMC-RRLYR-3033\t0.697\t0.059\t0.816\t0.023\t1.785\t0.044\t6290\t110\t-0.189\t0.093\t0.37\t0.10\t0.565\t0.031\t-1.069\t0.092\t\n",
"OGLE-SMC-RRLYR-3037\t0.661\t0.053\t0.751\t0.020\t1.735\t0.042\t6590\t100\t0.011\t0.088\t0.509\t0.099\t0.495\t0.029\t-0.758\t0.080\t\n",
"OGLE-SMC-RRLYR-3039\t0.606\t0.056\t0.765\t0.022\t1.772\t0.043\t6650\t110\t-0.113\t0.090\t0.38\t0.10\t0.490\t0.031\t-0.876\t0.088\t\n",
"OGLE-SMC-RRLYR-3043\t0.550\t0.052\t0.694\t0.020\t1.644\t0.042\t6680\t100\t0.174\t0.088\t0.677\t0.099\t0.480\t0.029\t-0.566\t0.080\t\n",
"OGLE-SMC-RRLYR-3044\t0.642\t0.065\t0.750\t0.023\t1.731\t0.044\t6580\t110\t-0.009\t0.092\t0.49\t0.10\t0.500\t0.031\t-0.784\t0.090\t\n",
"OGLE-SMC-RRLYR-3047\t0.705\t0.051\t0.764\t0.019\t1.715\t0.042\t6420\t100\t0.022\t0.087\t0.564\t0.099\t0.539\t0.028\t-0.818\t0.078\t\n",
"OGLE-SMC-RRLYR-3050\t0.771\t0.055\t0.781\t0.020\t1.720\t0.042\t6300\t110\t-0.000\t0.088\t0.569\t0.099\t0.566\t0.029\t-0.881\t0.081\t\n",
"OGLE-SMC-RRLYR-3051\t0.663\t0.050\t0.762\t0.019\t1.629\t0.043\t6180\t100\t0.160\t0.089\t0.75\t0.10\t0.598\t0.029\t-0.769\t0.077\t\n",
"OGLE-SMC-RRLYR-3053\t0.718\t0.056\t0.733\t0.021\t1.650\t0.044\t6410\t110\t0.190\t0.092\t0.73\t0.10\t0.545\t0.030\t-0.649\t0.084\t\n",
"OGLE-SMC-RRLYR-3060\t0.680\t0.051\t0.756\t0.019\t1.680\t0.042\t6350\t100\t0.093\t0.087\t0.636\t0.099\t0.548\t0.029\t-0.763\t0.078\t\n",
"OGLE-SMC-RRLYR-3069\t0.580\t0.066\t0.708\t0.024\t1.700\t0.044\t6800\t120\t0.094\t0.092\t0.55\t0.10\t0.453\t0.032\t-0.605\t0.092\t\n",
"OGLE-SMC-RRLYR-3070\t0.569\t0.056\t0.717\t0.021\t1.714\t0.042\t6770\t110\t0.054\t0.090\t0.520\t0.099\t0.456\t0.030\t-0.655\t0.087\t\n",
"OGLE-SMC-RRLYR-3077\t0.720\t0.053\t0.764\t0.020\t1.714\t0.043\t6420\t100\t0.023\t0.090\t0.55\t0.10\t0.530\t0.029\t-0.803\t0.081\t\n",
"OGLE-SMC-RRLYR-3087\t0.763\t0.060\t0.790\t0.023\t1.749\t0.045\t6370\t110\t-0.055\t0.094\t0.48\t0.10\t0.541\t0.030\t-0.897\t0.090\t\n",
"OGLE-SMC-RRLYR-3091\t0.662\t0.053\t0.767\t0.020\t1.772\t0.042\t6630\t100\t-0.100\t0.088\t0.408\t0.099\t0.497\t0.029\t-0.870\t0.081\t\n",
"OGLE-SMC-RRLYR-3093\t0.697\t0.052\t0.746\t0.020\t1.724\t0.042\t6600\t100\t0.029\t0.087\t0.538\t0.099\t0.500\t0.028\t-0.747\t0.079\t\n",
"OGLE-SMC-RRLYR-3109\t0.730\t0.055\t0.758\t0.020\t1.696\t0.043\t6380\t100\t0.064\t0.090\t0.62\t0.10\t0.549\t0.029\t-0.788\t0.082\t\n",
"OGLE-SMC-RRLYR-3113\t0.674\t0.061\t0.735\t0.024\t1.669\t0.049\t6460\t110\t0.14\t0.10\t0.65\t0.11\t0.523\t0.030\t-0.670\t0.092\t\n",
"OGLE-SMC-RRLYR-3121\t0.732\t0.051\t0.757\t0.019\t1.744\t0.042\t6580\t100\t-0.006\t0.087\t0.498\t0.099\t0.504\t0.028\t-0.793\t0.078\t\n",
"OGLE-SMC-RRLYR-3126\t0.664\t0.050\t0.747\t0.019\t1.723\t0.042\t6590\t100\t0.048\t0.087\t0.553\t0.099\t0.498\t0.028\t-0.724\t0.077\t\n",
"OGLE-SMC-RRLYR-3134\t0.761\t0.053\t0.790\t0.020\t1.723\t0.043\t6260\t110\t-0.025\t0.088\t0.56\t0.10\t0.576\t0.029\t-0.916\t0.080\t\n",
"OGLE-SMC-RRLYR-3135\t0.656\t0.056\t0.757\t0.021\t1.716\t0.043\t6480\t110\t0.001\t0.090\t0.532\t0.099\t0.525\t0.029\t-0.817\t0.085\t\n",
"OGLE-SMC-RRLYR-3139\t0.691\t0.050\t0.769\t0.019\t1.667\t0.042\t6250\t100\t0.107\t0.088\t0.693\t0.099\t0.585\t0.028\t-0.790\t0.078\t\n",
"OGLE-SMC-RRLYR-3141\t0.641\t0.051\t0.807\t0.019\t1.807\t0.042\t6440\t100\t-0.241\t0.088\t0.287\t0.099\t0.531\t0.028\t-1.060\t0.079\t\n",
"OGLE-SMC-RRLYR-3151\t0.695\t0.051\t0.757\t0.019\t1.713\t0.042\t6470\t100\t0.034\t0.087\t0.562\t0.099\t0.529\t0.028\t-0.792\t0.078\t\n",
"OGLE-SMC-RRLYR-3160\t0.655\t0.050\t0.733\t0.019\t1.649\t0.042\t6430\t100\t0.169\t0.088\t0.711\t0.099\t0.540\t0.028\t-0.661\t0.078\t\n",
"OGLE-SMC-RRLYR-3162\t0.617\t0.064\t0.723\t0.024\t1.653\t0.045\t6490\t110\t0.139\t0.094\t0.68\t0.10\t0.524\t0.030\t-0.673\t0.091\t\n",
"OGLE-SMC-RRLYR-3163\t0.608\t0.057\t0.701\t0.021\t1.656\t0.044\t6660\t100\t0.180\t0.092\t0.67\t0.10\t0.485\t0.029\t-0.575\t0.084\t\n",
"OGLE-SMC-RRLYR-3176\t0.618\t0.058\t0.714\t0.022\t1.668\t0.044\t6630\t110\t0.181\t0.091\t0.67\t0.10\t0.487\t0.030\t-0.575\t0.086\t\n",
"OGLE-SMC-RRLYR-3187\t0.765\t0.053\t0.789\t0.020\t1.733\t0.043\t6320\t100\t-0.006\t0.089\t0.52\t0.10\t0.553\t0.029\t-0.873\t0.080\t\n",
"OGLE-SMC-RRLYR-3192\t0.744\t0.053\t0.780\t0.021\t1.719\t0.043\t6320\t100\t0.025\t0.090\t0.56\t0.10\t0.553\t0.029\t-0.839\t0.081\t\n",
"OGLE-SMC-RRLYR-3193\t0.576\t0.061\t0.715\t0.022\t1.683\t0.043\t6690\t110\t0.122\t0.089\t0.60\t0.10\t0.476\t0.030\t-0.618\t0.085\t\n",
"OGLE-SMC-RRLYR-3195\t0.716\t0.064\t0.795\t0.025\t1.765\t0.045\t6380\t130\t-0.124\t0.095\t0.43\t0.10\t0.554\t0.034\t-0.98\t0.10\t\n",
"OGLE-SMC-RRLYR-3196\t0.740\t0.058\t0.775\t0.022\t1.738\t0.044\t6430\t110\t-0.025\t0.091\t0.51\t0.10\t0.535\t0.029\t-0.846\t0.085\t\n",
"OGLE-SMC-RRLYR-3199\t0.623\t0.055\t0.721\t0.020\t1.703\t0.043\t6680\t100\t0.081\t0.089\t0.56\t0.10\t0.476\t0.029\t-0.659\t0.082\t\n",
"OGLE-SMC-RRLYR-3207\t0.625\t0.058\t0.739\t0.022\t1.699\t0.044\t6530\t110\t0.048\t0.092\t0.56\t0.10\t0.513\t0.029\t-0.750\t0.086\t\n",
"OGLE-SMC-RRLYR-3215\t0.681\t0.068\t0.767\t0.026\t1.744\t0.046\t6510\t120\t-0.010\t0.097\t0.49\t0.10\t0.509\t0.032\t-0.803\t0.098\t\n",
"OGLE-SMC-RRLYR-3230\t0.742\t0.068\t0.763\t0.023\t1.767\t0.047\t6620\t110\t-0.048\t0.096\t0.45\t0.11\t0.494\t0.030\t-0.820\t0.091\t\n",
"OGLE-SMC-RRLYR-3236\t0.628\t0.062\t0.746\t0.023\t1.722\t0.044\t6590\t110\t0.008\t0.093\t0.50\t0.10\t0.499\t0.031\t-0.768\t0.094\t\n",
"OGLE-SMC-RRLYR-3242\t0.630\t0.057\t0.716\t0.021\t1.707\t0.043\t6760\t110\t0.092\t0.090\t0.56\t0.10\t0.464\t0.030\t-0.626\t0.084\t\n",
"OGLE-SMC-RRLYR-3250\t0.621\t0.056\t0.723\t0.021\t1.624\t0.043\t6400\t110\t0.192\t0.091\t0.75\t0.10\t0.555\t0.030\t-0.665\t0.085\t\n",
"OGLE-SMC-RRLYR-3253\t0.750\t0.055\t0.779\t0.021\t1.712\t0.043\t6310\t110\t0.023\t0.090\t0.58\t0.10\t0.562\t0.030\t-0.847\t0.083\t\n",
"OGLE-SMC-RRLYR-3260\t0.670\t0.059\t0.735\t0.022\t1.697\t0.044\t6570\t110\t0.094\t0.091\t0.60\t0.10\t0.504\t0.029\t-0.684\t0.085\t\n",
"OGLE-SMC-RRLYR-3269\t0.653\t0.064\t0.751\t0.023\t1.733\t0.045\t6580\t110\t-0.013\t0.094\t0.47\t0.10\t0.499\t0.030\t-0.787\t0.091\t\n",
"OGLE-SMC-RRLYR-3270\t0.676\t0.054\t0.774\t0.021\t1.685\t0.043\t6270\t100\t0.061\t0.090\t0.62\t0.10\t0.574\t0.029\t-0.832\t0.081\t\n",
"OGLE-SMC-RRLYR-3271\t0.716\t0.065\t0.770\t0.022\t1.736\t0.045\t6460\t110\t-0.026\t0.093\t0.50\t0.10\t0.532\t0.030\t-0.852\t0.089\t\n",
"OGLE-SMC-RRLYR-3272\t0.632\t0.064\t0.739\t0.024\t1.697\t0.044\t6540\t120\t0.069\t0.092\t0.59\t0.10\t0.511\t0.031\t-0.727\t0.092\t\n",
"OGLE-SMC-RRLYR-3284\t0.680\t0.059\t0.760\t0.021\t1.717\t0.043\t6450\t110\t0.015\t0.089\t0.54\t0.10\t0.528\t0.030\t-0.805\t0.084\t\n",
"OGLE-SMC-RRLYR-3312\t0.767\t0.051\t0.820\t0.019\t1.824\t0.042\t6410\t100\t-0.239\t0.087\t0.308\t0.098\t0.543\t0.028\t-1.081\t0.079\t\n",
"OGLE-SMC-RRLYR-3313\t0.651\t0.066\t0.739\t0.024\t1.709\t0.047\t6570\t110\t0.045\t0.097\t0.56\t0.11\t0.504\t0.030\t-0.738\t0.094\t\n",
"OGLE-SMC-RRLYR-3321\t0.670\t0.058\t0.737\t0.021\t1.683\t0.044\t6500\t110\t0.107\t0.090\t0.63\t0.10\t0.522\t0.029\t-0.707\t0.085\t\n",
"OGLE-SMC-RRLYR-3329\t0.632\t0.058\t0.734\t0.021\t1.688\t0.043\t6570\t110\t0.092\t0.088\t0.608\t0.099\t0.506\t0.030\t-0.691\t0.082\t\n",
"OGLE-SMC-RRLYR-3332\t0.668\t0.058\t0.744\t0.021\t1.738\t0.044\t6650\t100\t0.018\t0.090\t0.50\t0.10\t0.483\t0.029\t-0.734\t0.083\t\n",
"OGLE-SMC-RRLYR-3358\t0.658\t0.058\t0.746\t0.022\t1.734\t0.043\t6600\t110\t0.000\t0.091\t0.50\t0.10\t0.491\t0.030\t-0.762\t0.085\t\n",
"OGLE-SMC-RRLYR-3365\t0.748\t0.058\t0.778\t0.021\t1.746\t0.043\t6440\t110\t-0.015\t0.090\t0.51\t0.10\t0.531\t0.029\t-0.846\t0.084\t\n",
"OGLE-SMC-RRLYR-3368\t0.676\t0.059\t0.761\t0.022\t1.770\t0.043\t6650\t110\t-0.058\t0.089\t0.43\t0.10\t0.483\t0.030\t-0.811\t0.085\t\n",
"OGLE-SMC-RRLYR-3370\t0.683\t0.058\t0.748\t0.021\t1.713\t0.044\t6540\t100\t0.053\t0.090\t0.57\t0.10\t0.511\t0.029\t-0.740\t0.083\t\n",
"OGLE-SMC-RRLYR-3373\t0.607\t0.054\t0.740\t0.021\t1.638\t0.044\t6330\t100\t0.177\t0.092\t0.72\t0.10\t0.553\t0.029\t-0.692\t0.081\t\n",
"OGLE-SMC-RRLYR-3380\t0.709\t0.053\t0.775\t0.020\t1.708\t0.042\t6350\t100\t0.046\t0.088\t0.597\t0.099\t0.553\t0.029\t-0.802\t0.080\t\n",
"OGLE-SMC-RRLYR-3383\t0.614\t0.058\t0.863\t0.022\t1.880\t0.044\t6290\t110\t-0.455\t0.093\t0.10\t0.10\t0.562\t0.031\t-1.328\t0.089\t\n",
"OGLE-SMC-RRLYR-3399\t0.601\t0.058\t0.721\t0.021\t1.716\t0.043\t6730\t100\t0.050\t0.090\t0.52\t0.10\t0.464\t0.029\t-0.673\t0.083\t\n",
"OGLE-SMC-RRLYR-3403\t0.601\t0.064\t0.731\t0.023\t1.697\t0.044\t6620\t110\t0.077\t0.092\t0.58\t0.10\t0.492\t0.030\t-0.682\t0.090\t\n",
"OGLE-SMC-RRLYR-3417\t0.725\t0.057\t0.767\t0.021\t1.722\t0.043\t6430\t110\t0.013\t0.089\t0.56\t0.10\t0.537\t0.030\t-0.807\t0.084\t\n",
"OGLE-SMC-RRLYR-3431\t0.640\t0.060\t0.719\t0.023\t1.672\t0.045\t6590\t110\t0.147\t0.095\t0.64\t0.10\t0.497\t0.030\t-0.631\t0.093\t\n",
"OGLE-SMC-RRLYR-3435\t0.716\t0.052\t0.760\t0.020\t1.658\t0.043\t6230\t100\t0.119\t0.088\t0.69\t0.10\t0.579\t0.028\t-0.786\t0.078\t\n",
"OGLE-SMC-RRLYR-3438\t0.668\t0.056\t0.722\t0.021\t1.678\t0.045\t6620\t110\t0.121\t0.094\t0.59\t0.11\t0.471\t0.031\t-0.611\t0.084\t\n",
"OGLE-SMC-RRLYR-3445\t0.558\t0.050\t0.693\t0.020\t1.524\t0.044\t6270\t110\t0.340\t0.091\t0.95\t0.10\t0.596\t0.030\t-0.577\t0.080\t\n",
"OGLE-SMC-RRLYR-3446\t0.681\t0.057\t0.738\t0.021\t1.701\t0.043\t6560\t100\t0.092\t0.089\t0.599\t0.099\t0.506\t0.029\t-0.693\t0.082\t\n",
"OGLE-SMC-RRLYR-3460\t0.690\t0.054\t0.765\t0.020\t1.701\t0.042\t6380\t110\t0.047\t0.088\t0.59\t0.10\t0.545\t0.030\t-0.797\t0.080\t\n",
"OGLE-SMC-RRLYR-3480\t0.723\t0.055\t0.770\t0.020\t1.711\t0.042\t6360\t110\t0.012\t0.088\t0.562\t0.099\t0.554\t0.029\t-0.848\t0.080\t\n",
"OGLE-SMC-RRLYR-3490\t0.750\t0.058\t0.771\t0.021\t1.709\t0.043\t6340\t110\t0.036\t0.090\t0.59\t0.10\t0.557\t0.030\t-0.836\t0.085\t\n",
"OGLE-SMC-RRLYR-3499\t0.635\t0.056\t0.752\t0.021\t1.736\t0.042\t6590\t110\t-0.020\t0.088\t0.488\t0.099\t0.500\t0.030\t-0.793\t0.084\t\n",
"OGLE-SMC-RRLYR-3520\t0.577\t0.056\t0.707\t0.021\t1.562\t0.044\t6300\t110\t0.301\t0.092\t0.88\t0.10\t0.576\t0.030\t-0.584\t0.084\t\n",
"OGLE-SMC-RRLYR-3523\t0.632\t0.054\t0.740\t0.021\t1.661\t0.043\t6410\t110\t0.148\t0.090\t0.67\t0.10\t0.535\t0.029\t-0.688\t0.083\t\n",
"OGLE-SMC-RRLYR-3533\t0.660\t0.059\t0.750\t0.022\t1.704\t0.043\t6490\t110\t0.060\t0.090\t0.58\t0.10\t0.520\t0.031\t-0.749\t0.087\t\n",
"OGLE-SMC-RRLYR-3539\t0.711\t0.053\t0.757\t0.020\t1.686\t0.043\t6360\t100\t0.083\t0.090\t0.64\t0.10\t0.551\t0.029\t-0.773\t0.081\t\n",
"OGLE-SMC-RRLYR-3541\t0.660\t0.053\t0.757\t0.021\t1.676\t0.043\t6340\t110\t0.106\t0.089\t0.64\t0.10\t0.551\t0.029\t-0.757\t0.082\t\n",
"OGLE-SMC-RRLYR-3554\t0.739\t0.054\t0.759\t0.020\t1.671\t0.043\t6290\t110\t0.082\t0.089\t0.67\t0.10\t0.578\t0.030\t-0.808\t0.081\t\n",
"OGLE-SMC-RRLYR-3557\t0.607\t0.065\t0.719\t0.022\t1.637\t0.045\t6470\t110\t0.185\t0.091\t0.71\t0.10\t0.527\t0.030\t-0.630\t0.086\t\n",
"OGLE-SMC-RRLYR-3560\t0.667\t0.058\t0.744\t0.022\t1.698\t0.043\t6510\t110\t0.077\t0.090\t0.58\t0.10\t0.513\t0.029\t-0.724\t0.085\t\n",
"OGLE-SMC-RRLYR-3562\t0.671\t0.060\t0.787\t0.023\t1.760\t0.044\t6420\t110\t-0.121\t0.093\t0.42\t0.10\t0.542\t0.031\t-0.956\t0.091\t\n",
"OGLE-SMC-RRLYR-3566\t0.752\t0.056\t0.775\t0.021\t1.694\t0.044\t6260\t100\t0.041\t0.089\t0.61\t0.10\t0.576\t0.029\t-0.857\t0.080\t\n",
"OGLE-SMC-RRLYR-3592\t0.631\t0.060\t0.705\t0.022\t1.633\t0.044\t6530\t110\t0.204\t0.091\t0.73\t0.10\t0.518\t0.030\t-0.605\t0.085\t\n",
"OGLE-SMC-RRLYR-3600\t0.682\t0.059\t0.756\t0.023\t1.735\t0.043\t6570\t120\t-0.009\t0.091\t0.50\t0.10\t0.505\t0.032\t-0.798\t0.091\t\n",
"OGLE-SMC-RRLYR-3619\t0.715\t0.060\t0.764\t0.021\t1.707\t0.044\t6380\t100\t0.019\t0.090\t0.59\t0.10\t0.550\t0.029\t-0.815\t0.084\t\n",
"OGLE-SMC-RRLYR-3621\t0.680\t0.054\t0.764\t0.020\t1.685\t0.043\t6310\t110\t0.044\t0.089\t0.60\t0.10\t0.564\t0.030\t-0.835\t0.081\t\n",
"OGLE-SMC-RRLYR-3631\t0.690\t0.058\t0.776\t0.022\t1.709\t0.043\t6320\t110\t0.016\t0.089\t0.56\t0.10\t0.555\t0.030\t-0.847\t0.083\t\n",
"OGLE-SMC-RRLYR-3638\t0.636\t0.065\t0.717\t0.024\t1.686\t0.047\t6660\t110\t0.139\t0.097\t0.62\t0.11\t0.483\t0.031\t-0.618\t0.094\t\n",
"OGLE-SMC-RRLYR-3641\t0.595\t0.059\t0.710\t0.022\t1.655\t0.044\t6580\t110\t0.164\t0.093\t0.67\t0.10\t0.503\t0.030\t-0.624\t0.088\t\n",
"OGLE-SMC-RRLYR-3646\t0.738\t0.054\t0.777\t0.020\t1.729\t0.042\t6390\t100\t0.009\t0.089\t0.548\t0.099\t0.541\t0.029\t-0.827\t0.081\t\n",
"OGLE-SMC-RRLYR-3650\t0.777\t0.061\t0.780\t0.022\t1.742\t0.045\t6420\t110\t-0.015\t0.091\t0.53\t0.10\t0.543\t0.030\t-0.861\t0.087\t\n",
"OGLE-SMC-RRLYR-3654\t0.592\t0.059\t0.711\t0.021\t1.674\t0.043\t6680\t110\t0.132\t0.090\t0.62\t0.10\t0.481\t0.030\t-0.613\t0.085\t\n",
"OGLE-SMC-RRLYR-3656\t0.570\t0.055\t0.730\t0.020\t1.660\t0.042\t6500\t100\t0.143\t0.089\t0.663\t0.099\t0.519\t0.029\t-0.662\t0.081\t\n",
"OGLE-SMC-RRLYR-3667\t0.781\t0.055\t0.778\t0.021\t1.742\t0.042\t6410\t110\t-0.012\t0.089\t0.524\t0.099\t0.539\t0.029\t-0.857\t0.083\t\n",
"OGLE-SMC-RRLYR-3679\t0.578\t0.060\t0.705\t0.021\t1.664\t0.044\t6650\t100\t0.153\t0.091\t0.65\t0.10\t0.486\t0.029\t-0.600\t0.084\t\n",
"OGLE-SMC-RRLYR-3680\t0.572\t0.054\t0.700\t0.020\t1.630\t0.044\t6590\t110\t0.226\t0.092\t0.73\t0.11\t0.490\t0.031\t-0.539\t0.082\t\n",
"OGLE-SMC-RRLYR-3685\t0.553\t0.060\t0.704\t0.021\t1.674\t0.044\t6710\t110\t0.129\t0.091\t0.61\t0.10\t0.472\t0.029\t-0.601\t0.085\t\n",
"OGLE-SMC-RRLYR-3703\t0.649\t0.058\t0.770\t0.022\t1.753\t0.043\t6510\t110\t-0.071\t0.091\t0.44\t0.10\t0.515\t0.030\t-0.872\t0.088\t\n",
"OGLE-SMC-RRLYR-3705\t0.614\t0.060\t0.709\t0.022\t1.669\t0.044\t6640\t110\t0.158\t0.092\t0.66\t0.10\t0.489\t0.030\t-0.600\t0.087\t\n",
"OGLE-SMC-RRLYR-3710\t0.618\t0.059\t0.730\t0.022\t1.684\t0.043\t6560\t110\t0.106\t0.090\t0.60\t0.10\t0.503\t0.030\t-0.676\t0.087\t\n",
"OGLE-SMC-RRLYR-3736\t0.736\t0.060\t0.752\t0.022\t1.720\t0.043\t6520\t110\t0.045\t0.090\t0.55\t0.10\t0.514\t0.030\t-0.757\t0.087\t\n",
"OGLE-SMC-RRLYR-3755\t0.624\t0.054\t0.744\t0.021\t1.714\t0.042\t6580\t110\t0.019\t0.089\t0.536\t0.099\t0.505\t0.030\t-0.766\t0.084\t\n",
"OGLE-SMC-RRLYR-3757\t0.621\t0.063\t0.738\t0.023\t1.670\t0.044\t6460\t120\t0.129\t0.093\t0.66\t0.10\t0.526\t0.031\t-0.692\t0.092\t\n",
"OGLE-SMC-RRLYR-3763\t0.684\t0.056\t0.756\t0.021\t1.705\t0.043\t6460\t110\t0.076\t0.090\t0.59\t0.10\t0.524\t0.029\t-0.739\t0.083\t\n",
"OGLE-SMC-RRLYR-3786\t0.643\t0.060\t0.709\t0.023\t1.647\t0.044\t6580\t110\t0.222\t0.091\t0.70\t0.10\t0.497\t0.030\t-0.554\t0.088\t\n",
"OGLE-SMC-RRLYR-3793\t0.742\t0.054\t0.809\t0.020\t1.817\t0.042\t6480\t100\t-0.202\t0.088\t0.343\t0.099\t0.530\t0.029\t-1.022\t0.080\t\n",
"OGLE-SMC-RRLYR-3797\t0.719\t0.059\t0.770\t0.023\t1.746\t0.045\t6490\t110\t-0.012\t0.094\t0.49\t0.10\t0.514\t0.030\t-0.816\t0.089\t\n",
"OGLE-SMC-RRLYR-3800\t0.617\t0.059\t0.704\t0.021\t1.685\t0.045\t6730\t110\t0.140\t0.091\t0.60\t0.10\t0.464\t0.029\t-0.588\t0.084\t\n",
"OGLE-SMC-RRLYR-3801\t0.690\t0.058\t0.758\t0.021\t1.713\t0.044\t6450\t110\t0.006\t0.090\t0.56\t0.10\t0.534\t0.029\t-0.809\t0.084\t\n",
"OGLE-SMC-RRLYR-3803\t0.611\t0.059\t0.716\t0.023\t1.692\t0.046\t6700\t110\t0.127\t0.096\t0.58\t0.11\t0.462\t0.031\t-0.606\t0.089\t\n",
"OGLE-SMC-RRLYR-3808\t0.679\t0.061\t0.748\t0.021\t1.724\t0.044\t6580\t100\t0.021\t0.089\t0.52\t0.10\t0.502\t0.029\t-0.756\t0.082\t\n",
"OGLE-SMC-RRLYR-3810\t0.688\t0.055\t0.747\t0.021\t1.679\t0.043\t6420\t110\t0.093\t0.091\t0.64\t0.10\t0.539\t0.029\t-0.735\t0.083\t\n",
"OGLE-SMC-RRLYR-3833\t0.716\t0.060\t0.771\t0.021\t1.691\t0.044\t6280\t110\t0.033\t0.091\t0.60\t0.10\t0.572\t0.029\t-0.858\t0.085\t\n",
"OGLE-SMC-RRLYR-3834\t0.653\t0.059\t0.740\t0.021\t1.702\t0.044\t6550\t110\t0.058\t0.090\t0.58\t0.10\t0.510\t0.029\t-0.725\t0.083\t\n",
"OGLE-SMC-RRLYR-3845\t0.727\t0.059\t0.789\t0.022\t1.732\t0.044\t6310\t110\t-0.033\t0.091\t0.51\t0.10\t0.560\t0.029\t-0.908\t0.085\t\n",
"OGLE-SMC-RRLYR-3850\t0.639\t0.060\t0.736\t0.022\t1.678\t0.044\t6500\t110\t0.118\t0.090\t0.64\t0.10\t0.519\t0.030\t-0.692\t0.088\t\n",
"OGLE-SMC-RRLYR-3862\t0.632\t0.054\t0.725\t0.020\t1.667\t0.043\t6530\t110\t0.158\t0.091\t0.67\t0.10\t0.510\t0.030\t-0.638\t0.082\t\n",
"OGLE-SMC-RRLYR-3881\t0.668\t0.057\t0.769\t0.022\t1.736\t0.043\t6460\t110\t-0.037\t0.090\t0.47\t0.10\t0.524\t0.030\t-0.851\t0.084\t\n",
"OGLE-SMC-RRLYR-3889\t0.722\t0.052\t0.782\t0.021\t1.725\t0.043\t6340\t100\t0.000\t0.090\t0.53\t0.10\t0.544\t0.029\t-0.852\t0.080\t\n",
"OGLE-SMC-RRLYR-3896\t0.596\t0.056\t0.706\t0.020\t1.681\t0.043\t6740\t100\t0.134\t0.089\t0.60\t0.10\t0.466\t0.029\t-0.587\t0.081\t\n",
"OGLE-SMC-RRLYR-3899\t0.638\t0.065\t0.696\t0.023\t1.615\t0.047\t6550\t110\t0.276\t0.096\t0.77\t0.11\t0.507\t0.030\t-0.514\t0.092\t\n",
"OGLE-SMC-RRLYR-3907\t0.724\t0.063\t0.801\t0.025\t1.796\t0.045\t6440\t110\t-0.169\t0.095\t0.34\t0.10\t0.526\t0.031\t-0.989\t0.095\t\n",
"OGLE-SMC-RRLYR-3908\t0.725\t0.052\t0.778\t0.020\t1.726\t0.044\t6380\t100\t0.009\t0.091\t0.53\t0.10\t0.532\t0.029\t-0.826\t0.080\t\n",
"OGLE-SMC-RRLYR-3938\t0.749\t0.055\t0.785\t0.021\t1.733\t0.043\t6330\t110\t-0.016\t0.089\t0.51\t0.10\t0.551\t0.030\t-0.878\t0.084\t\n",
"OGLE-SMC-RRLYR-3942\t0.700\t0.056\t0.780\t0.021\t1.704\t0.043\t6290\t110\t0.025\t0.090\t0.58\t0.10\t0.566\t0.030\t-0.853\t0.083\t\n",
"OGLE-SMC-RRLYR-3944\t0.623\t0.061\t0.758\t0.023\t1.751\t0.044\t6610\t110\t-0.072\t0.093\t0.43\t0.10\t0.499\t0.031\t-0.847\t0.093\t\n",
"OGLE-SMC-RRLYR-3946\t0.701\t0.058\t0.755\t0.021\t1.686\t0.043\t6390\t110\t0.083\t0.089\t0.64\t0.10\t0.547\t0.029\t-0.763\t0.083\t\n",
"OGLE-SMC-RRLYR-3955\t0.685\t0.058\t0.752\t0.022\t1.713\t0.044\t6470\t110\t0.036\t0.092\t0.57\t0.10\t0.525\t0.029\t-0.783\t0.086\t\n",
"OGLE-SMC-RRLYR-3962\t0.733\t0.054\t0.780\t0.021\t1.701\t0.043\t6280\t110\t0.050\t0.089\t0.62\t0.10\t0.573\t0.029\t-0.833\t0.082\t\n",
"OGLE-SMC-RRLYR-3975\t0.640\t0.059\t0.756\t0.021\t1.713\t0.043\t6470\t110\t0.002\t0.090\t0.54\t0.10\t0.525\t0.029\t-0.806\t0.084\t\n",
"OGLE-SMC-RRLYR-3993\t0.670\t0.058\t0.751\t0.022\t1.674\t0.043\t6380\t110\t0.123\t0.090\t0.66\t0.10\t0.543\t0.030\t-0.724\t0.085\t\n",
"OGLE-SMC-RRLYR-4009\t0.626\t0.066\t0.745\t0.023\t1.716\t0.043\t6580\t120\t0.025\t0.090\t0.539\t0.099\t0.502\t0.032\t-0.748\t0.091\t\n",
"OGLE-SMC-RRLYR-4020\t0.764\t0.054\t0.781\t0.020\t1.689\t0.043\t6240\t110\t0.060\t0.091\t0.63\t0.10\t0.581\t0.029\t-0.840\t0.082\t\n",
"OGLE-SMC-RRLYR-4053\t0.594\t0.054\t0.710\t0.020\t1.657\t0.043\t6620\t110\t0.182\t0.090\t0.68\t0.10\t0.490\t0.030\t-0.581\t0.081\t\n",
"OGLE-SMC-RRLYR-4060\t0.673\t0.056\t0.767\t0.021\t1.722\t0.043\t6440\t110\t0.031\t0.090\t0.55\t0.10\t0.523\t0.030\t-0.781\t0.084\t\n",
"OGLE-SMC-RRLYR-4067\t0.635\t0.055\t0.763\t0.021\t1.773\t0.042\t6650\t110\t-0.101\t0.089\t0.392\t0.099\t0.488\t0.030\t-0.859\t0.084\t\n",
"OGLE-SMC-RRLYR-4074\t0.607\t0.056\t0.724\t0.021\t1.678\t0.043\t6560\t110\t0.098\t0.090\t0.62\t0.10\t0.507\t0.029\t-0.690\t0.084\t\n",
"OGLE-SMC-RRLYR-4086\t0.623\t0.059\t0.746\t0.023\t1.681\t0.043\t6440\t110\t0.102\t0.092\t0.62\t0.10\t0.528\t0.031\t-0.721\t0.091\t\n",
"OGLE-SMC-RRLYR-4088\t0.636\t0.059\t0.735\t0.022\t1.714\t0.043\t6650\t110\t0.045\t0.089\t0.54\t0.10\t0.487\t0.030\t-0.712\t0.085\t\n",
"OGLE-SMC-RRLYR-4094\t0.706\t0.053\t0.769\t0.020\t1.760\t0.043\t6550\t100\t-0.065\t0.089\t0.44\t0.10\t0.510\t0.029\t-0.860\t0.082\t\n",
"OGLE-SMC-RRLYR-4102\t0.636\t0.060\t0.744\t0.023\t1.701\t0.044\t6530\t110\t0.068\t0.091\t0.58\t0.10\t0.511\t0.030\t-0.727\t0.089\t\n",
"OGLE-SMC-RRLYR-4114\t0.711\t0.055\t0.769\t0.021\t1.724\t0.043\t6410\t100\t-0.010\t0.089\t0.53\t0.10\t0.539\t0.029\t-0.839\t0.082\t\n",
"OGLE-SMC-RRLYR-4121\t0.569\t0.058\t0.723\t0.022\t1.708\t0.043\t6700\t110\t0.055\t0.090\t0.52\t0.10\t0.467\t0.030\t-0.669\t0.086\t\n",
"OGLE-SMC-RRLYR-4123\t0.664\t0.060\t0.722\t0.022\t1.717\t0.043\t6740\t110\t0.067\t0.090\t0.54\t0.10\t0.467\t0.030\t-0.658\t0.086\t\n",
"OGLE-SMC-RRLYR-4127\t0.595\t0.067\t0.700\t0.024\t1.627\t0.047\t6580\t110\t0.227\t0.095\t0.74\t0.11\t0.506\t0.031\t-0.560\t0.092\t\n",
"OGLE-SMC-RRLYR-4142\t0.713\t0.057\t0.802\t0.022\t1.803\t0.043\t6470\t110\t-0.192\t0.090\t0.34\t0.10\t0.529\t0.031\t-1.015\t0.088\t\n",
"OGLE-SMC-RRLYR-4157\t0.591\t0.052\t0.710\t0.020\t1.669\t0.043\t6670\t100\t0.140\t0.088\t0.63\t0.10\t0.484\t0.029\t-0.611\t0.080\t\n",
"OGLE-SMC-RRLYR-4159\t0.598\t0.062\t0.726\t0.023\t1.645\t0.043\t6450\t120\t0.169\t0.091\t0.70\t0.10\t0.530\t0.032\t-0.650\t0.089\t\n",
"OGLE-SMC-RRLYR-4163\t0.675\t0.059\t0.762\t0.021\t1.731\t0.044\t6490\t110\t-0.019\t0.092\t0.49\t0.10\t0.523\t0.031\t-0.831\t0.086\t\n",
"OGLE-SMC-RRLYR-4170\t0.662\t0.056\t0.754\t0.021\t1.683\t0.043\t6380\t110\t0.078\t0.089\t0.62\t0.10\t0.548\t0.029\t-0.774\t0.081\t\n",
"OGLE-SMC-RRLYR-4171\t0.727\t0.057\t0.772\t0.022\t1.726\t0.044\t6430\t100\t0.026\t0.092\t0.55\t0.10\t0.534\t0.029\t-0.793\t0.085\t\n",
"OGLE-SMC-RRLYR-4179\t0.692\t0.063\t0.750\t0.023\t1.731\t0.044\t6600\t110\t0.022\t0.091\t0.52\t0.10\t0.499\t0.030\t-0.749\t0.088\t\n",
"OGLE-SMC-RRLYR-4182\t0.665\t0.057\t0.749\t0.021\t1.672\t0.043\t6370\t110\t0.114\t0.089\t0.659\t0.099\t0.547\t0.030\t-0.738\t0.085\t\n",
"OGLE-SMC-RRLYR-4192\t0.586\t0.058\t0.714\t0.021\t1.688\t0.043\t6710\t110\t0.110\t0.089\t0.60\t0.10\t0.474\t0.029\t-0.618\t0.083\t\n",
"OGLE-SMC-RRLYR-4229\t0.734\t0.054\t0.796\t0.021\t1.706\t0.043\t6180\t110\t-0.001\t0.089\t0.60\t0.10\t0.598\t0.030\t-0.917\t0.083\t\n",
"OGLE-SMC-RRLYR-4242\t0.617\t0.054\t0.735\t0.021\t1.659\t0.043\t6450\t110\t0.131\t0.090\t0.66\t0.10\t0.535\t0.029\t-0.693\t0.084\t\n",
"OGLE-SMC-RRLYR-4251\t0.703\t0.060\t0.747\t0.021\t1.730\t0.044\t6600\t100\t0.031\t0.090\t0.53\t0.10\t0.498\t0.029\t-0.742\t0.083\t\n",
"OGLE-SMC-RRLYR-4254\t0.648\t0.057\t0.722\t0.022\t1.650\t0.043\t6480\t110\t0.163\t0.090\t0.71\t0.10\t0.525\t0.030\t-0.647\t0.085\t\n",
"OGLE-SMC-RRLYR-4255\t0.575\t0.052\t0.691\t0.020\t1.543\t0.044\t6330\t110\t0.321\t0.091\t0.89\t0.10\t0.567\t0.031\t-0.554\t0.080\t\n",
"OGLE-SMC-RRLYR-4258\t0.743\t0.053\t0.791\t0.020\t1.727\t0.043\t6310\t100\t-0.005\t0.090\t0.54\t0.10\t0.561\t0.028\t-0.882\t0.080\t\n",
"OGLE-SMC-RRLYR-4263\t0.744\t0.054\t0.776\t0.020\t1.729\t0.042\t6390\t110\t0.008\t0.088\t0.544\t0.099\t0.539\t0.029\t-0.835\t0.081\t\n",
"OGLE-SMC-RRLYR-4273\t0.588\t0.058\t0.725\t0.022\t1.648\t0.044\t6480\t110\t0.165\t0.093\t0.69\t0.10\t0.525\t0.030\t-0.640\t0.090\t\n",
"OGLE-SMC-RRLYR-4277\t0.629\t0.056\t0.758\t0.021\t1.759\t0.042\t6640\t110\t-0.068\t0.089\t0.425\t0.099\t0.490\t0.030\t-0.827\t0.084\t\n",
"OGLE-SMC-RRLYR-4280\t0.613\t0.059\t0.724\t0.021\t1.631\t0.043\t6400\t110\t0.164\t0.091\t0.72\t0.10\t0.549\t0.030\t-0.683\t0.085\t\n",
"OGLE-SMC-RRLYR-4285\t0.642\t0.061\t0.782\t0.023\t1.777\t0.044\t6520\t120\t-0.143\t0.092\t0.37\t0.10\t0.515\t0.032\t-0.946\t0.092\t\n",
"OGLE-SMC-RRLYR-4286\t0.662\t0.066\t0.757\t0.024\t1.667\t0.046\t6270\t110\t0.088\t0.096\t0.66\t0.11\t0.566\t0.032\t-0.793\t0.088\t\n",
"OGLE-SMC-RRLYR-4297\t0.543\t0.060\t0.704\t0.022\t1.661\t0.044\t6690\t110\t0.168\t0.091\t0.65\t0.10\t0.475\t0.029\t-0.565\t0.085\t\n",
"OGLE-SMC-RRLYR-4298\t0.557\t0.050\t0.722\t0.019\t1.678\t0.042\t6590\t110\t0.080\t0.088\t0.60\t0.10\t0.502\t0.030\t-0.703\t0.080\t\n",
"OGLE-SMC-RRLYR-4301\t0.675\t0.055\t0.759\t0.022\t1.659\t0.043\t6290\t110\t0.117\t0.090\t0.69\t0.10\t0.574\t0.031\t-0.761\t0.085\t\n",
"OGLE-SMC-RRLYR-4307\t0.609\t0.052\t0.767\t0.021\t1.679\t0.043\t6260\t110\t0.038\t0.090\t0.61\t0.10\t0.571\t0.029\t-0.860\t0.082\t\n",
"OGLE-SMC-RRLYR-4318\t0.717\t0.054\t0.772\t0.021\t1.701\t0.043\t6330\t100\t0.071\t0.090\t0.61\t0.10\t0.552\t0.029\t-0.789\t0.083\t\n",
"OGLE-SMC-RRLYR-4355\t0.715\t0.058\t0.771\t0.022\t1.731\t0.043\t6440\t110\t0.010\t0.091\t0.53\t0.10\t0.528\t0.029\t-0.808\t0.086\t\n",
"OGLE-SMC-RRLYR-4374\t0.560\t0.054\t0.695\t0.021\t1.650\t0.042\t6700\t110\t0.182\t0.088\t0.662\t0.099\t0.473\t0.030\t-0.553\t0.082\t\n",
"OGLE-SMC-RRLYR-4380\t0.703\t0.057\t0.778\t0.022\t1.746\t0.043\t6440\t110\t-0.069\t0.090\t0.47\t0.10\t0.538\t0.031\t-0.906\t0.088\t\n",
"OGLE-SMC-RRLYR-4384\t0.633\t0.057\t0.737\t0.021\t1.666\t0.042\t6440\t110\t0.125\t0.089\t0.66\t0.10\t0.533\t0.031\t-0.702\t0.084\t\n",
"OGLE-SMC-RRLYR-4396\t0.657\t0.059\t0.740\t0.021\t1.701\t0.043\t6530\t110\t0.049\t0.089\t0.58\t0.10\t0.514\t0.029\t-0.736\t0.083\t\n",
"OGLE-SMC-RRLYR-4397\t0.677\t0.066\t0.747\t0.022\t1.697\t0.044\t6480\t110\t0.059\t0.091\t0.59\t0.10\t0.525\t0.030\t-0.747\t0.087\t\n",
"OGLE-SMC-RRLYR-4402\t0.719\t0.057\t0.772\t0.022\t1.719\t0.043\t6390\t110\t0.039\t0.091\t0.56\t0.10\t0.538\t0.029\t-0.802\t0.086\t\n",
"OGLE-SMC-RRLYR-4407\t0.619\t0.063\t0.722\t0.023\t1.647\t0.045\t6490\t110\t0.197\t0.094\t0.72\t0.10\t0.521\t0.029\t-0.614\t0.089\t\n",
"OGLE-SMC-RRLYR-4414\t0.757\t0.054\t0.786\t0.021\t1.698\t0.043\t6230\t110\t0.054\t0.089\t0.63\t0.10\t0.583\t0.030\t-0.839\t0.082\t\n",
"OGLE-SMC-RRLYR-4446\t0.598\t0.067\t0.715\t0.025\t1.660\t0.048\t6590\t110\t0.166\t0.099\t0.68\t0.11\t0.499\t0.031\t-0.605\t0.096\t\n",
"OGLE-SMC-RRLYR-4449\t0.747\t0.057\t0.787\t0.023\t1.694\t0.048\t6190\t110\t0.041\t0.097\t0.62\t0.11\t0.589\t0.030\t-0.867\t0.087\t\n",
"OGLE-SMC-RRLYR-4453\t0.740\t0.053\t0.792\t0.020\t1.741\t0.043\t6320\t100\t-0.040\t0.088\t0.49\t0.10\t0.554\t0.029\t-0.908\t0.080\t\n",
"OGLE-SMC-RRLYR-4460\t0.620\t0.059\t0.721\t0.022\t1.699\t0.043\t6670\t110\t0.088\t0.091\t0.58\t0.10\t0.480\t0.030\t-0.655\t0.086\t\n",
"OGLE-SMC-RRLYR-4469\t0.628\t0.052\t0.762\t0.019\t1.727\t0.042\t6500\t100\t-0.039\t0.087\t0.490\t0.098\t0.522\t0.029\t-0.851\t0.079\t\n",
"OGLE-SMC-RRLYR-4483\t0.608\t0.070\t0.715\t0.023\t1.684\t0.045\t6670\t110\t0.111\t0.093\t0.60\t0.10\t0.481\t0.030\t-0.634\t0.091\t\n",
"OGLE-SMC-RRLYR-4494\t0.661\t0.058\t0.740\t0.021\t1.706\t0.043\t6580\t110\t0.065\t0.089\t0.583\t0.099\t0.504\t0.029\t-0.711\t0.083\t\n",
"OGLE-SMC-RRLYR-4518\t0.654\t0.057\t0.766\t0.022\t1.711\t0.043\t6400\t110\t0.019\t0.091\t0.55\t0.10\t0.537\t0.029\t-0.818\t0.084\t\n",
"OGLE-SMC-RRLYR-4520\t0.729\t0.054\t0.769\t0.021\t1.714\t0.043\t6390\t100\t0.037\t0.089\t0.57\t0.10\t0.544\t0.029\t-0.800\t0.082\t\n",
"OGLE-SMC-RRLYR-4522\t0.731\t0.052\t0.793\t0.020\t1.733\t0.044\t6320\t110\t-0.068\t0.093\t0.49\t0.11\t0.556\t0.030\t-0.930\t0.080\t\n",
"OGLE-SMC-RRLYR-4523\t0.698\t0.052\t0.770\t0.020\t1.693\t0.042\t6330\t100\t0.073\t0.088\t0.620\t0.099\t0.555\t0.029\t-0.789\t0.079\t\n",
"OGLE-SMC-RRLYR-4545\t0.608\t0.056\t0.716\t0.022\t1.662\t0.044\t6560\t110\t0.157\t0.091\t0.67\t0.10\t0.506\t0.030\t-0.638\t0.085\t\n",
"OGLE-SMC-RRLYR-4552\t0.663\t0.062\t0.740\t0.023\t1.689\t0.044\t6480\t110\t0.080\t0.093\t0.61\t0.10\t0.525\t0.031\t-0.745\t0.090\t\n",
"OGLE-SMC-RRLYR-4563\t0.591\t0.054\t0.703\t0.020\t1.675\t0.042\t6730\t110\t0.150\t0.089\t0.628\t0.099\t0.467\t0.029\t-0.576\t0.083\t\n",
"OGLE-SMC-RRLYR-4567\t0.635\t0.061\t0.724\t0.023\t1.698\t0.045\t6650\t110\t0.110\t0.093\t0.59\t0.10\t0.480\t0.030\t-0.642\t0.090\t\n",
"OGLE-SMC-RRLYR-4575\t0.656\t0.058\t0.768\t0.022\t1.757\t0.043\t6550\t110\t-0.071\t0.090\t0.445\t0.099\t0.509\t0.030\t-0.861\t0.087\t\n",
"OGLE-SMC-RRLYR-4576\t0.647\t0.073\t0.733\t0.026\t1.698\t0.050\t6610\t110\t0.06\t0.10\t0.57\t0.11\t0.500\t0.031\t-0.70\t0.10\t\n",
"OGLE-SMC-RRLYR-4583\t0.594\t0.062\t0.707\t0.022\t1.643\t0.043\t6560\t110\t0.190\t0.091\t0.71\t0.10\t0.509\t0.031\t-0.604\t0.088\t\n",
"OGLE-SMC-RRLYR-4590\t0.683\t0.059\t0.774\t0.023\t1.756\t0.044\t6500\t110\t-0.076\t0.094\t0.44\t0.10\t0.517\t0.030\t-0.870\t0.090\t\n",
"OGLE-SMC-RRLYR-4602\t0.694\t0.056\t0.758\t0.021\t1.688\t0.043\t6350\t110\t0.081\t0.090\t0.60\t0.10\t0.546\t0.029\t-0.775\t0.083\t\n",
"OGLE-SMC-RRLYR-4606\t0.666\t0.059\t0.730\t0.021\t1.654\t0.046\t6460\t110\t0.162\t0.092\t0.70\t0.10\t0.533\t0.029\t-0.665\t0.083\t\n",
"OGLE-SMC-RRLYR-4609\t0.633\t0.055\t0.750\t0.021\t1.667\t0.045\t6340\t100\t0.099\t0.091\t0.64\t0.10\t0.551\t0.029\t-0.759\t0.082\t\n",
"OGLE-SMC-RRLYR-4610\t0.685\t0.061\t0.774\t0.022\t1.722\t0.044\t6370\t110\t-0.023\t0.092\t0.53\t0.10\t0.552\t0.030\t-0.884\t0.088\t\n",
"OGLE-SMC-RRLYR-4611\t0.685\t0.057\t0.742\t0.020\t1.677\t0.044\t6460\t100\t0.093\t0.090\t0.63\t0.10\t0.536\t0.028\t-0.734\t0.082\t\n",
"OGLE-SMC-RRLYR-4620\t0.545\t0.051\t0.644\t0.019\t1.531\t0.043\t6620\t110\t0.449\t0.089\t0.93\t0.10\t0.484\t0.031\t-0.311\t0.078\t\n",
"OGLE-SMC-RRLYR-4626\t0.629\t0.055\t0.729\t0.021\t1.670\t0.043\t6510\t100\t0.138\t0.089\t0.63\t0.10\t0.511\t0.029\t-0.660\t0.082\t\n",
"OGLE-SMC-RRLYR-4630\t0.612\t0.058\t0.706\t0.021\t1.690\t0.043\t6750\t110\t0.118\t0.090\t0.59\t0.10\t0.464\t0.029\t-0.597\t0.085\t\n",
"OGLE-SMC-RRLYR-4635\t0.701\t0.062\t0.754\t0.023\t1.696\t0.044\t6430\t120\t0.083\t0.092\t0.61\t0.10\t0.534\t0.031\t-0.751\t0.092\t\n",
"OGLE-SMC-RRLYR-4646\t0.709\t0.057\t0.763\t0.021\t1.729\t0.044\t6490\t110\t0.011\t0.089\t0.51\t0.10\t0.517\t0.029\t-0.795\t0.082\t\n",
"OGLE-SMC-RRLYR-4656\t0.622\t0.059\t0.720\t0.022\t1.681\t0.044\t6640\t110\t0.141\t0.091\t0.62\t0.10\t0.487\t0.030\t-0.614\t0.086\t\n",
"OGLE-SMC-RRLYR-4657\t0.658\t0.059\t0.716\t0.022\t1.632\t0.043\t6470\t110\t0.245\t0.090\t0.75\t0.10\t0.523\t0.030\t-0.573\t0.086\t\n",
"OGLE-SMC-RRLYR-4666\t0.660\t0.054\t0.752\t0.020\t1.740\t0.043\t6610\t110\t-0.015\t0.088\t0.484\t0.099\t0.496\t0.030\t-0.786\t0.082\t\n",
"OGLE-SMC-RRLYR-4678\t0.708\t0.065\t0.761\t0.023\t1.725\t0.044\t6490\t110\t0.017\t0.091\t0.55\t0.10\t0.523\t0.031\t-0.785\t0.088\t\n",
"OGLE-SMC-RRLYR-4681\t0.707\t0.054\t0.761\t0.020\t1.687\t0.042\t6360\t110\t0.090\t0.088\t0.64\t0.10\t0.552\t0.030\t-0.768\t0.081\t\n",
"OGLE-SMC-RRLYR-4694\t0.636\t0.062\t0.726\t0.022\t1.701\t0.044\t6630\t110\t0.067\t0.092\t0.57\t0.10\t0.491\t0.030\t-0.690\t0.088\t\n",
"OGLE-SMC-RRLYR-4705\t0.563\t0.053\t0.743\t0.021\t1.632\t0.044\t6300\t110\t0.175\t0.092\t0.73\t0.10\t0.566\t0.030\t-0.714\t0.082\t\n",
"OGLE-SMC-RRLYR-4714\t0.674\t0.062\t0.739\t0.022\t1.720\t0.044\t6620\t110\t0.049\t0.091\t0.53\t0.10\t0.491\t0.031\t-0.715\t0.089\t\n",
"OGLE-SMC-RRLYR-4721\t0.597\t0.053\t0.705\t0.020\t1.602\t0.042\t6450\t110\t0.226\t0.089\t0.79\t0.10\t0.544\t0.030\t-0.609\t0.081\t\n",
"OGLE-SMC-RRLYR-4755\t0.714\t0.056\t0.771\t0.022\t1.706\t0.043\t6370\t110\t0.053\t0.091\t0.59\t0.10\t0.546\t0.030\t-0.793\t0.085\t\n",
"OGLE-SMC-RRLYR-4757\t0.703\t0.059\t0.784\t0.022\t1.772\t0.043\t6480\t110\t-0.111\t0.091\t0.42\t0.10\t0.524\t0.031\t-0.924\t0.090\t\n",
"OGLE-SMC-RRLYR-4758\t0.700\t0.052\t0.770\t0.020\t1.675\t0.043\t6280\t100\t0.101\t0.088\t0.66\t0.10\t0.571\t0.029\t-0.784\t0.079\t\n",
"OGLE-SMC-RRLYR-4760\t0.576\t0.060\t0.711\t0.021\t1.683\t0.044\t6720\t110\t0.113\t0.090\t0.60\t0.10\t0.474\t0.029\t-0.617\t0.083\t\n",
"OGLE-SMC-RRLYR-4761\t0.572\t0.052\t0.715\t0.020\t1.673\t0.043\t6650\t100\t0.116\t0.089\t0.61\t0.10\t0.490\t0.029\t-0.643\t0.081\t\n",
"OGLE-SMC-RRLYR-4774\t0.697\t0.057\t0.765\t0.022\t1.701\t0.045\t6390\t110\t0.065\t0.092\t0.59\t0.10\t0.537\t0.031\t-0.775\t0.085\t\n",
"OGLE-SMC-RRLYR-4775\t0.598\t0.065\t0.723\t0.023\t1.683\t0.045\t6610\t110\t0.109\t0.092\t0.61\t0.10\t0.494\t0.030\t-0.659\t0.089\t\n",
"OGLE-SMC-RRLYR-4778\t0.705\t0.056\t0.803\t0.021\t1.785\t0.043\t6390\t110\t-0.156\t0.089\t0.38\t0.10\t0.536\t0.030\t-0.987\t0.083\t\n",
"OGLE-SMC-RRLYR-4787\t0.673\t0.064\t0.756\t0.024\t1.727\t0.044\t6540\t120\t0.013\t0.093\t0.53\t0.10\t0.513\t0.032\t-0.781\t0.095\t\n",
"OGLE-SMC-RRLYR-4797\t0.637\t0.061\t0.743\t0.023\t1.682\t0.045\t6460\t110\t0.080\t0.094\t0.61\t0.10\t0.531\t0.030\t-0.744\t0.091\t\n",
"OGLE-SMC-RRLYR-4804\t0.660\t0.063\t0.747\t0.024\t1.719\t0.045\t6560\t120\t0.025\t0.094\t0.52\t0.10\t0.504\t0.031\t-0.762\t0.096\t\n",
"OGLE-SMC-RRLYR-4817\t0.696\t0.058\t0.767\t0.022\t1.671\t0.043\t6240\t120\t0.079\t0.090\t0.67\t0.10\t0.586\t0.031\t-0.831\t0.087\t\n",
"OGLE-SMC-RRLYR-4835\t0.728\t0.058\t0.794\t0.022\t1.732\t0.045\t6250\t110\t-0.063\t0.092\t0.52\t0.10\t0.577\t0.029\t-0.954\t0.086\t\n",
"OGLE-SMC-RRLYR-4845\t0.625\t0.065\t0.736\t0.023\t1.663\t0.045\t6440\t110\t0.111\t0.092\t0.67\t0.10\t0.538\t0.030\t-0.701\t0.089\t\n",
"OGLE-SMC-RRLYR-4853\t0.747\t0.062\t0.760\t0.022\t1.685\t0.045\t6350\t110\t0.096\t0.092\t0.63\t0.10\t0.555\t0.030\t-0.767\t0.086\t\n",
"OGLE-SMC-RRLYR-4865\t0.675\t0.054\t0.749\t0.021\t1.675\t0.043\t6410\t100\t0.126\t0.090\t0.66\t0.10\t0.541\t0.029\t-0.707\t0.083\t\n",
"OGLE-SMC-RRLYR-4899\t0.702\t0.056\t0.764\t0.022\t1.697\t0.044\t6390\t110\t0.072\t0.092\t0.61\t0.10\t0.543\t0.029\t-0.762\t0.085\t\n",
"OGLE-SMC-RRLYR-4904\t0.557\t0.054\t0.708\t0.021\t1.664\t0.044\t6650\t110\t0.111\t0.091\t0.61\t0.10\t0.481\t0.030\t-0.633\t0.082\t\n",
"OGLE-SMC-RRLYR-4908\t0.654\t0.055\t0.751\t0.021\t1.663\t0.044\t6360\t110\t0.129\t0.091\t0.67\t0.10\t0.553\t0.029\t-0.725\t0.083\t\n",
"OGLE-SMC-RRLYR-4910\t0.709\t0.056\t0.777\t0.020\t1.728\t0.042\t6380\t110\t-0.036\t0.088\t0.526\t0.099\t0.548\t0.029\t-0.879\t0.082\t\n",
"OGLE-SMC-RRLYR-4917\t0.711\t0.057\t0.759\t0.021\t1.704\t0.043\t6400\t110\t0.045\t0.091\t0.58\t0.10\t0.535\t0.029\t-0.790\t0.084\t\n",
"OGLE-SMC-RRLYR-4933\t0.642\t0.059\t0.726\t0.021\t1.712\t0.043\t6700\t110\t0.064\t0.089\t0.54\t0.10\t0.473\t0.031\t-0.675\t0.084\t\n",
"OGLE-SMC-RRLYR-4936\t0.718\t0.053\t0.769\t0.020\t1.688\t0.043\t6300\t100\t0.083\t0.089\t0.63\t0.10\t0.562\t0.029\t-0.792\t0.080\t\n",
"OGLE-SMC-RRLYR-4944\t0.740\t0.061\t0.766\t0.022\t1.694\t0.044\t6330\t110\t0.043\t0.092\t0.61\t0.10\t0.563\t0.030\t-0.834\t0.088\t\n",
"OGLE-SMC-RRLYR-4958\t0.666\t0.057\t0.761\t0.021\t1.768\t0.043\t6640\t110\t-0.076\t0.089\t0.41\t0.10\t0.486\t0.030\t-0.835\t0.084\t\n",
"OGLE-SMC-RRLYR-4963\t0.577\t0.055\t0.713\t0.020\t1.660\t0.042\t6620\t110\t0.146\t0.088\t0.651\t0.099\t0.493\t0.030\t-0.618\t0.082\t\n",
"OGLE-SMC-RRLYR-4966\t0.562\t0.061\t0.711\t0.022\t1.664\t0.044\t6620\t110\t0.120\t0.091\t0.63\t0.10\t0.493\t0.030\t-0.637\t0.086\t\n",
"OGLE-SMC-RRLYR-4968\t0.689\t0.056\t0.795\t0.021\t1.804\t0.042\t6530\t110\t-0.189\t0.090\t0.335\t0.099\t0.518\t0.030\t-0.991\t0.087\t\n",
"OGLE-SMC-RRLYR-4975\t0.626\t0.060\t0.724\t0.022\t1.689\t0.044\t6620\t110\t0.102\t0.091\t0.59\t0.10\t0.491\t0.030\t-0.664\t0.088\t\n",
"OGLE-SMC-RRLYR-4977\t0.660\t0.057\t0.761\t0.021\t1.736\t0.043\t6530\t110\t-0.002\t0.090\t0.50\t0.10\t0.508\t0.030\t-0.793\t0.085\t\n",
"OGLE-SMC-RRLYR-4981\t0.583\t0.055\t0.673\t0.021\t1.575\t0.043\t6580\t100\t0.371\t0.090\t0.87\t0.10\t0.505\t0.029\t-0.414\t0.082\t\n",
"OGLE-SMC-RRLYR-4999\t0.653\t0.065\t0.732\t0.022\t1.692\t0.046\t6580\t110\t0.101\t0.094\t0.60\t0.11\t0.502\t0.029\t-0.683\t0.087\t\n",
"OGLE-SMC-RRLYR-5014\t0.610\t0.063\t0.714\t0.023\t1.704\t0.044\t6750\t120\t0.100\t0.091\t0.55\t0.10\t0.458\t0.031\t-0.612\t0.091\t\n",
"OGLE-SMC-RRLYR-5015\t0.672\t0.055\t0.738\t0.021\t1.699\t0.042\t6570\t110\t0.080\t0.088\t0.600\t0.099\t0.507\t0.029\t-0.707\t0.082\t\n",
"OGLE-SMC-RRLYR-5022\t0.671\t0.056\t0.752\t0.021\t1.710\t0.043\t6500\t110\t0.059\t0.089\t0.586\t0.099\t0.518\t0.029\t-0.748\t0.083\t\n",
"OGLE-SMC-RRLYR-5028\t0.636\t0.062\t0.735\t0.022\t1.678\t0.044\t6500\t110\t0.087\t0.091\t0.62\t0.10\t0.523\t0.029\t-0.715\t0.087\t\n",
"OGLE-SMC-RRLYR-5031\t0.654\t0.053\t0.750\t0.021\t1.636\t0.043\t6260\t100\t0.170\t0.090\t0.75\t0.10\t0.584\t0.028\t-0.729\t0.081\t\n",
"OGLE-SMC-RRLYR-5051\t0.662\t0.065\t0.766\t0.025\t1.755\t0.047\t6540\t120\t-0.048\t0.098\t0.45\t0.11\t0.504\t0.032\t-0.841\t0.097\t\n",
"OGLE-SMC-RRLYR-5052\t0.694\t0.061\t0.753\t0.022\t1.701\t0.043\t6460\t110\t0.063\t0.091\t0.59\t0.10\t0.529\t0.030\t-0.764\t0.089\t\n",
"OGLE-SMC-RRLYR-5059\t0.699\t0.059\t0.753\t0.022\t1.704\t0.044\t6470\t110\t0.068\t0.092\t0.59\t0.10\t0.525\t0.030\t-0.745\t0.087\t\n",
"OGLE-SMC-RRLYR-5085\t0.691\t0.055\t0.762\t0.021\t1.708\t0.043\t6430\t110\t0.036\t0.089\t0.57\t0.10\t0.538\t0.030\t-0.785\t0.083\t\n",
"OGLE-SMC-RRLYR-5087\t0.635\t0.059\t0.743\t0.022\t1.678\t0.043\t6440\t120\t0.083\t0.089\t0.62\t0.10\t0.530\t0.031\t-0.740\t0.086\t\n",
"OGLE-SMC-RRLYR-5094\t0.703\t0.055\t0.755\t0.021\t1.698\t0.043\t6430\t110\t0.083\t0.089\t0.61\t0.10\t0.532\t0.029\t-0.743\t0.082\t\n",
"OGLE-SMC-RRLYR-5095\t0.701\t0.054\t0.744\t0.020\t1.685\t0.042\t6460\t100\t0.084\t0.088\t0.632\t0.099\t0.534\t0.029\t-0.746\t0.080\t\n",
"OGLE-SMC-RRLYR-5116\t0.679\t0.058\t0.748\t0.021\t1.712\t0.044\t6510\t110\t0.044\t0.091\t0.57\t0.10\t0.513\t0.030\t-0.748\t0.085\t\n",
"OGLE-SMC-RRLYR-5122\t0.684\t0.059\t0.774\t0.021\t1.777\t0.043\t6580\t110\t-0.117\t0.090\t0.39\t0.10\t0.504\t0.030\t-0.895\t0.087\t\n",
"OGLE-SMC-RRLYR-5128\t0.713\t0.053\t0.779\t0.021\t1.740\t0.043\t6380\t100\t-0.035\t0.089\t0.50\t0.10\t0.537\t0.029\t-0.879\t0.081\t\n",
"OGLE-SMC-RRLYR-5135\t0.661\t0.060\t0.766\t0.023\t1.770\t0.043\t6610\t110\t-0.085\t0.092\t0.41\t0.10\t0.495\t0.031\t-0.855\t0.092\t\n",
"OGLE-SMC-RRLYR-5165\t0.650\t0.053\t0.777\t0.020\t1.707\t0.044\t6330\t100\t0.022\t0.089\t0.56\t0.10\t0.555\t0.029\t-0.840\t0.080\t\n",
"OGLE-SMC-RRLYR-5179\t0.703\t0.060\t0.745\t0.021\t1.700\t0.044\t6500\t110\t0.075\t0.091\t0.61\t0.10\t0.523\t0.029\t-0.731\t0.085\t\n",
"OGLE-SMC-RRLYR-5184\t0.579\t0.061\t0.704\t0.022\t1.676\t0.043\t6740\t110\t0.137\t0.089\t0.618\t0.099\t0.468\t0.031\t-0.584\t0.086\t\n",
"OGLE-SMC-RRLYR-5185\t0.621\t0.055\t0.779\t0.021\t1.796\t0.043\t6600\t110\t-0.171\t0.090\t0.31\t0.10\t0.494\t0.030\t-0.936\t0.085\t\n",
"OGLE-SMC-RRLYR-5198\t0.600\t0.066\t0.704\t0.023\t1.609\t0.046\t6490\t110\t0.250\t0.095\t0.78\t0.11\t0.526\t0.029\t-0.567\t0.092\t\n",
"OGLE-SMC-RRLYR-5248\t0.745\t0.055\t0.770\t0.020\t1.762\t0.044\t6550\t100\t-0.046\t0.089\t0.45\t0.10\t0.508\t0.029\t-0.842\t0.082\t\n",
"OGLE-SMC-RRLYR-5256\t0.709\t0.067\t0.787\t0.025\t1.725\t0.046\t6290\t120\t-0.061\t0.098\t0.52\t0.10\t0.574\t0.032\t-0.94\t0.10\t\n",
"OGLE-SMC-RRLYR-5305\t0.619\t0.061\t0.731\t0.022\t1.709\t0.043\t6650\t110\t0.064\t0.090\t0.55\t0.10\t0.484\t0.031\t-0.688\t0.089\t\n",
"OGLE-SMC-RRLYR-5309\t0.699\t0.060\t0.757\t0.022\t1.750\t0.043\t6610\t110\t-0.031\t0.092\t0.48\t0.10\t0.500\t0.030\t-0.805\t0.089\t\n",
"OGLE-SMC-RRLYR-5328\t0.679\t0.054\t0.757\t0.021\t1.680\t0.043\t6350\t110\t0.076\t0.090\t0.63\t0.10\t0.552\t0.030\t-0.776\t0.082\t\n",
"OGLE-SMC-RRLYR-5335\t0.665\t0.057\t0.750\t0.021\t1.749\t0.043\t6650\t110\t-0.027\t0.090\t0.46\t0.10\t0.486\t0.030\t-0.786\t0.085\t\n",
"OGLE-SMC-RRLYR-5347\t0.667\t0.061\t0.773\t0.023\t1.767\t0.044\t6540\t110\t-0.100\t0.092\t0.39\t0.10\t0.508\t0.031\t-0.889\t0.091\t\n",
"OGLE-SMC-RRLYR-5361\t0.635\t0.058\t0.725\t0.021\t1.687\t0.044\t6630\t110\t0.103\t0.090\t0.61\t0.10\t0.496\t0.030\t-0.666\t0.083\t\n",
"OGLE-SMC-RRLYR-5367\t0.633\t0.058\t0.777\t0.022\t1.765\t0.043\t6510\t110\t-0.120\t0.091\t0.40\t0.10\t0.517\t0.030\t-0.920\t0.087\t\n",
"OGLE-SMC-RRLYR-5374\t0.588\t0.056\t0.725\t0.021\t1.730\t0.043\t6780\t110\t0.018\t0.090\t0.48\t0.10\t0.457\t0.030\t-0.691\t0.085\t\n",
"OGLE-SMC-RRLYR-5382\t0.711\t0.056\t0.768\t0.022\t1.692\t0.043\t6320\t110\t0.067\t0.090\t0.63\t0.10\t0.557\t0.030\t-0.787\t0.084\t\n",
"OGLE-SMC-RRLYR-5394\t0.545\t0.054\t0.692\t0.021\t1.620\t0.045\t6620\t110\t0.188\t0.094\t0.69\t0.11\t0.491\t0.030\t-0.570\t0.083\t\n",
"OGLE-SMC-RRLYR-5413\t0.692\t0.054\t0.742\t0.021\t1.672\t0.043\t6430\t110\t0.144\t0.090\t0.66\t0.10\t0.531\t0.029\t-0.678\t0.082\t\n",
"OGLE-SMC-RRLYR-5423\t0.679\t0.055\t0.817\t0.021\t1.782\t0.045\t6290\t110\t-0.170\t0.092\t0.39\t0.10\t0.563\t0.030\t-1.043\t0.084\t\n",
"OGLE-SMC-RRLYR-5439\t0.597\t0.059\t0.726\t0.022\t1.698\t0.044\t6640\t110\t0.076\t0.091\t0.56\t0.10\t0.486\t0.030\t-0.684\t0.087\t\n",
"OGLE-SMC-RRLYR-5442\t0.616\t0.057\t0.742\t0.021\t1.699\t0.042\t6540\t110\t0.065\t0.089\t0.579\t0.099\t0.507\t0.029\t-0.716\t0.082\t\n",
"OGLE-SMC-RRLYR-5443\t0.646\t0.057\t0.726\t0.022\t1.702\t0.043\t6670\t110\t0.105\t0.090\t0.59\t0.10\t0.480\t0.030\t-0.644\t0.084\t\n",
"OGLE-SMC-RRLYR-5459\t0.611\t0.063\t0.741\t0.023\t1.743\t0.043\t6700\t120\t-0.022\t0.090\t0.45\t0.10\t0.473\t0.033\t-0.758\t0.090\t\n",
"OGLE-SMC-RRLYR-5460\t0.613\t0.064\t0.733\t0.023\t1.701\t0.046\t6610\t110\t0.060\t0.094\t0.56\t0.10\t0.496\t0.030\t-0.707\t0.091\t\n",
"OGLE-SMC-RRLYR-5467\t0.627\t0.054\t0.729\t0.020\t1.576\t0.043\t6220\t110\t0.277\t0.089\t0.87\t0.10\t0.598\t0.031\t-0.644\t0.081\t\n",
"OGLE-SMC-RRLYR-5469\t0.633\t0.054\t0.747\t0.021\t1.653\t0.042\t6340\t110\t0.135\t0.088\t0.686\t0.099\t0.557\t0.030\t-0.725\t0.081\t\n",
"OGLE-SMC-RRLYR-5510\t0.675\t0.058\t0.732\t0.021\t1.669\t0.043\t6470\t110\t0.137\t0.091\t0.67\t0.10\t0.530\t0.030\t-0.687\t0.085\t\n",
"OGLE-SMC-RRLYR-5523\t0.672\t0.059\t0.751\t0.023\t1.713\t0.045\t6520\t110\t0.052\t0.092\t0.56\t0.10\t0.513\t0.029\t-0.741\t0.088\t\n",
"OGLE-SMC-RRLYR-5532\t0.617\t0.059\t0.716\t0.022\t1.662\t0.045\t6580\t120\t0.176\t0.092\t0.67\t0.10\t0.498\t0.031\t-0.600\t0.087\t\n",
"OGLE-SMC-RRLYR-5562\t0.686\t0.061\t0.770\t0.022\t1.790\t0.043\t6600\t110\t-0.106\t0.092\t0.38\t0.10\t0.493\t0.030\t-0.877\t0.090\t\n",
"OGLE-SMC-RRLYR-5570\t0.674\t0.062\t0.751\t0.023\t1.700\t0.045\t6450\t110\t0.067\t0.093\t0.59\t0.10\t0.528\t0.029\t-0.754\t0.087\t\n",
"OGLE-SMC-RRLYR-5594\t0.689\t0.056\t0.790\t0.021\t1.813\t0.044\t6600\t110\t-0.196\t0.091\t0.31\t0.10\t0.503\t0.030\t-0.977\t0.086\t\n",
"OGLE-SMC-RRLYR-5596\t0.594\t0.065\t0.715\t0.022\t1.635\t0.046\t6510\t110\t0.183\t0.094\t0.71\t0.10\t0.522\t0.029\t-0.624\t0.089\t\n",
"OGLE-SMC-RRLYR-5600\t0.658\t0.066\t0.732\t0.024\t1.672\t0.046\t6500\t110\t0.138\t0.094\t0.64\t0.10\t0.518\t0.031\t-0.667\t0.092\t\n",
"OGLE-SMC-RRLYR-5607\t0.730\t0.073\t0.793\t0.025\t1.797\t0.048\t6500\t120\t-0.17\t0.10\t0.33\t0.11\t0.518\t0.032\t-0.97\t0.10\t\n",
"OGLE-SMC-RRLYR-5615\t0.666\t0.060\t0.771\t0.022\t1.777\t0.043\t6610\t110\t-0.108\t0.090\t0.39\t0.10\t0.499\t0.031\t-0.881\t0.087\t\n",
"OGLE-SMC-RRLYR-5616\t0.628\t0.061\t0.732\t0.022\t1.690\t0.044\t6560\t110\t0.062\t0.091\t0.59\t0.10\t0.508\t0.030\t-0.719\t0.086\t\n",
"OGLE-SMC-RRLYR-5646\t0.684\t0.054\t0.794\t0.021\t1.763\t0.044\t6370\t110\t-0.109\t0.091\t0.42\t0.10\t0.541\t0.030\t-0.953\t0.084\t\n",
"OGLE-SMC-RRLYR-5668\t0.722\t0.059\t0.806\t0.024\t1.780\t0.045\t6350\t110\t-0.137\t0.094\t0.41\t0.10\t0.552\t0.031\t-1.001\t0.093\t\n",
"OGLE-SMC-RRLYR-5671\t0.608\t0.058\t0.723\t0.022\t1.704\t0.046\t6710\t110\t0.114\t0.095\t0.57\t0.11\t0.458\t0.031\t-0.603\t0.087\t\n",
"OGLE-SMC-RRLYR-5694\t0.750\t0.059\t0.772\t0.022\t1.696\t0.043\t6300\t110\t0.044\t0.092\t0.62\t0.10\t0.565\t0.030\t-0.825\t0.088\t\n",
"OGLE-SMC-RRLYR-5701\t0.733\t0.058\t0.783\t0.022\t1.723\t0.043\t6310\t110\t0.005\t0.092\t0.55\t0.10\t0.557\t0.030\t-0.870\t0.089\t\n",
"OGLE-SMC-RRLYR-5703\t0.765\t0.063\t0.773\t0.022\t1.722\t0.046\t6380\t110\t0.023\t0.093\t0.55\t0.10\t0.546\t0.029\t-0.838\t0.087\t\n",
"OGLE-SMC-RRLYR-5712\t0.700\t0.065\t0.753\t0.024\t1.665\t0.046\t6320\t120\t0.136\t0.093\t0.67\t0.10\t0.554\t0.032\t-0.736\t0.092\t\n",
"OGLE-SMC-RRLYR-5715\t0.619\t0.058\t0.744\t0.021\t1.719\t0.043\t6600\t110\t0.004\t0.090\t0.51\t0.10\t0.500\t0.030\t-0.771\t0.085\t\n",
"OGLE-SMC-RRLYR-5727\t0.750\t0.068\t0.796\t0.026\t1.753\t0.047\t6330\t120\t-0.050\t0.099\t0.49\t0.10\t0.552\t0.033\t-0.91\t0.10\t\n",
"OGLE-SMC-RRLYR-5736\t0.664\t0.072\t0.742\t0.024\t1.701\t0.047\t6520\t110\t0.046\t0.097\t0.57\t0.10\t0.519\t0.031\t-0.747\t0.097\t\n",
"OGLE-SMC-RRLYR-5755\t0.684\t0.057\t0.748\t0.021\t1.744\t0.043\t6650\t110\t-0.009\t0.089\t0.49\t0.10\t0.488\t0.030\t-0.766\t0.084\t\n",
"OGLE-SMC-RRLYR-5758\t0.614\t0.059\t0.721\t0.021\t1.678\t0.043\t6620\t110\t0.147\t0.090\t0.64\t0.10\t0.490\t0.030\t-0.611\t0.084\t\n",
"OGLE-SMC-RRLYR-5780\t0.536\t0.055\t0.738\t0.021\t1.718\t0.043\t6640\t120\t-0.009\t0.089\t0.49\t0.10\t0.483\t0.034\t-0.767\t0.083\t\n",
"OGLE-SMC-RRLYR-5785\t0.584\t0.070\t0.704\t0.024\t1.642\t0.048\t6610\t110\t0.193\t0.095\t0.69\t0.11\t0.498\t0.031\t-0.579\t0.092\t\n",
"OGLE-SMC-RRLYR-5794\t0.586\t0.058\t0.711\t0.021\t1.648\t0.043\t6560\t110\t0.173\t0.090\t0.69\t0.10\t0.507\t0.031\t-0.616\t0.086\t\n",
"OGLE-SMC-RRLYR-5804\t0.695\t0.058\t0.795\t0.021\t1.759\t0.045\t6370\t110\t-0.127\t0.092\t0.44\t0.10\t0.558\t0.029\t-0.988\t0.084\t\n",
"OGLE-SMC-RRLYR-5816\t0.570\t0.062\t0.730\t0.023\t1.711\t0.043\t6680\t110\t0.050\t0.090\t0.53\t0.10\t0.477\t0.031\t-0.685\t0.088\t\n",
"OGLE-SMC-RRLYR-5848\t0.674\t0.063\t0.743\t0.022\t1.719\t0.044\t6610\t110\t0.045\t0.091\t0.55\t0.10\t0.499\t0.030\t-0.728\t0.086\t\n",
"OGLE-SMC-RRLYR-5891\t0.649\t0.056\t0.767\t0.021\t1.763\t0.042\t6590\t110\t-0.090\t0.089\t0.425\t0.099\t0.504\t0.030\t-0.874\t0.084\t\n",
"OGLE-SMC-RRLYR-5905\t0.637\t0.058\t0.752\t0.022\t1.656\t0.045\t6280\t110\t0.108\t0.093\t0.67\t0.10\t0.566\t0.030\t-0.782\t0.087\t\n",
"OGLE-SMC-RRLYR-5938\t0.751\t0.060\t0.769\t0.022\t1.745\t0.044\t6490\t110\t0.001\t0.091\t0.51\t0.10\t0.519\t0.030\t-0.811\t0.087\t\n",
"OGLE-SMC-RRLYR-6080\t0.673\t0.061\t0.745\t0.023\t1.684\t0.045\t6450\t110\t0.110\t0.091\t0.62\t0.10\t0.526\t0.030\t-0.709\t0.086\t\n",
"OGLE-SMC-RRLYR-6083\t0.647\t0.062\t0.747\t0.021\t1.764\t0.047\t6730\t120\t-0.046\t0.095\t0.42\t0.11\t0.464\t0.033\t-0.776\t0.085\t\n",
"OGLE-SMC-RRLYR-6091\t0.676\t0.066\t0.739\t0.024\t1.688\t0.047\t6500\t120\t0.100\t0.098\t0.60\t0.11\t0.509\t0.031\t-0.705\t0.095\t\n",
"OGLE-SMC-RRLYR-6256\t0.658\t0.059\t0.754\t0.023\t1.670\t0.046\t6330\t110\t0.120\t0.095\t0.67\t0.11\t0.555\t0.029\t-0.751\t0.088\t\n",
"OGLE-SMC-RRLYR-6292\t0.557\t0.057\t0.716\t0.022\t1.599\t0.044\t6350\t110\t0.219\t0.090\t0.79\t0.10\t0.558\t0.029\t-0.643\t0.085\t\n",
"OGLE-SMC-RRLYR-6298\t0.585\t0.052\t0.703\t0.020\t1.610\t0.043\t6510\t100\t0.200\t0.089\t0.73\t0.10\t0.520\t0.029\t-0.600\t0.079\t\n",
"OGLE-SMC-RRLYR-6355\t0.716\t0.060\t0.761\t0.021\t1.718\t0.043\t6450\t110\t0.025\t0.090\t0.56\t0.10\t0.532\t0.030\t-0.803\t0.085\t\n",
"\n"
]
}
],
"source": [
"out_str = '\\t'.join(list(ests_DF.columns)) + '\\n'\n",
"for index, row in ests_DF.iterrows():\n",
" out_str += row['ID'] + '\\t'\n",
" \n",
" rest = row[1:]\n",
" for ii in range(len(rest) - 1):\n",
" if ii % 2 != 0: # every other column contains the uncertainty \n",
" continue\n",
" \n",
" val, unc = formatter(rest[ii], rest[ii+1])\n",
" out_str += val + '\\t' + unc + '\\t'\n",
" \n",
" out_str += '\\n'\n",
" \n",
"print(out_str)\n",
"\n",
"out_file = open(\"ML-OGLE_SMC_RRL.dat\", \"w\")\n",
"out_file.write(out_str)\n",
"out_file.close()"
]
},
{
"cell_type": "code",
"execution_count": 48,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"00008 & 0.605 $\\pm$ 0.054 & 0.787 $\\pm$ 0.022 & 1.778 $\\pm$ 0.044 & 6490 $\\pm$ 110 & -0.164 $\\pm$ 0.091 & 0.33 $\\pm$ 0.10 & 0.508 $\\pm$ 0.031 & -0.964 $\\pm$ 0.086 \\\\\n",
"00010 & 0.676 $\\pm$ 0.059 & 0.746 $\\pm$ 0.022 & 1.667 $\\pm$ 0.044 & 6380 $\\pm$ 110 & 0.140 $\\pm$ 0.091 & 0.67 $\\pm$ 0.10 & 0.542 $\\pm$ 0.030 & -0.714 $\\pm$ 0.087 \\\\\n",
"00027 & 0.714 $\\pm$ 0.056 & 0.843 $\\pm$ 0.022 & 1.828 $\\pm$ 0.045 & 6270 $\\pm$ 110 & -0.284 $\\pm$ 0.093 & 0.27 $\\pm$ 0.10 & 0.567 $\\pm$ 0.031 & -1.166 $\\pm$ 0.089 \\\\\n",
"00040 & 0.676 $\\pm$ 0.056 & 0.757 $\\pm$ 0.021 & 1.665 $\\pm$ 0.045 & 6310 $\\pm$ 110 & 0.135 $\\pm$ 0.092 & 0.68 $\\pm$ 0.10 & 0.560 $\\pm$ 0.030 & -0.748 $\\pm$ 0.084 \\\\\n",
"00072 & 0.693 $\\pm$ 0.055 & 0.767 $\\pm$ 0.022 & 1.698 $\\pm$ 0.045 & 6360 $\\pm$ 110 & 0.061 $\\pm$ 0.093 & 0.59 $\\pm$ 0.11 & 0.546 $\\pm$ 0.030 & -0.791 $\\pm$ 0.084 \\\\\n",
"00079 & 0.623 $\\pm$ 0.055 & 0.715 $\\pm$ 0.021 & 1.660 $\\pm$ 0.044 & 6590 $\\pm$ 110 & 0.185 $\\pm$ 0.091 & 0.68 $\\pm$ 0.10 & 0.498 $\\pm$ 0.029 & -0.591 $\\pm$ 0.083 \\\\\n",
"00082 & 0.665 $\\pm$ 0.058 & 0.729 $\\pm$ 0.021 & 1.715 $\\pm$ 0.043 & 6690 $\\pm$ 110 & 0.071 $\\pm$ 0.089 & 0.55 $\\pm$ 0.10 & 0.478 $\\pm$ 0.029 & -0.669 $\\pm$ 0.083 \\\\\n",
"00103 & 0.653 $\\pm$ 0.061 & 0.752 $\\pm$ 0.023 & 1.696 $\\pm$ 0.044 & 6450 $\\pm$ 110 & 0.076 $\\pm$ 0.091 & 0.60 $\\pm$ 0.10 & 0.529 $\\pm$ 0.030 & -0.744 $\\pm$ 0.089 \\\\\n",
"00112 & 0.637 $\\pm$ 0.066 & 0.728 $\\pm$ 0.024 & 1.692 $\\pm$ 0.045 & 6610 $\\pm$ 120 & 0.108 $\\pm$ 0.093 & 0.60 $\\pm$ 0.10 & 0.495 $\\pm$ 0.032 & -0.662 $\\pm$ 0.094 \\\\\n",
"00118 & 0.649 $\\pm$ 0.056 & 0.736 $\\pm$ 0.020 & 1.690 $\\pm$ 0.043 & 6550 $\\pm$ 100 & 0.093 $\\pm$ 0.088 & 0.617 $\\pm$ 0.099 & 0.511 $\\pm$ 0.029 & -0.697 $\\pm$ 0.081 \\\\\n"
]
}
],
"source": [
"# LMC\n",
"\n",
"ests = LMC_ests\n",
"e_ests_ = LMC_e_ests_\n",
"star_names = LMC_star_names\n",
"\n",
"ests_ = np.vstack(chain.from_iterable(((ests[:,ii], e_ests_[:,ii]) for ii in range(ests.shape[1])))).T\n",
"ests_DF = pd.DataFrame(ests_, columns=list(chain.from_iterable(zip(X_columns, ['e_'+X_col for X_col in X_columns]))))\n",
"ests_DF.insert(0, 'ID', star_names)\n",
"\n",
"for index, row in ests_DF.iloc[0:10].iterrows():\n",
" out_str = row['ID'].split('-')[-1]\n",
" \n",
" rest = row[1:]\n",
" for ii in range(len(rest) - 1):\n",
" if ii % 2 != 0: # every other column contains the uncertainty \n",
" continue\n",
" \n",
" val, unc = formatter(rest[ii], rest[ii+1])\n",
" out_str += ' & ' + val + ' $\\pm$ ' + unc\n",
" \n",
" out_str += r' \\\\'\n",
" \n",
" print(out_str)"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ID\tM\te_M\tlogR\te_logR\tlogL\te_logL\tTeff\te_Teff\tI_M0\te_I_M0\tV_M0\te_V_M0\tVI\te_VI\tW\te_W\n",
"OGLE-LMC-RRLYR-00008\t0.605\t0.054\t0.787\t0.022\t1.778\t0.044\t6490\t110\t-0.164\t0.091\t0.33\t0.10\t0.508\t0.031\t-0.964\t0.086\t\n",
"OGLE-LMC-RRLYR-00010\t0.676\t0.059\t0.746\t0.022\t1.667\t0.044\t6380\t110\t0.140\t0.091\t0.67\t0.10\t0.542\t0.030\t-0.714\t0.087\t\n",
"OGLE-LMC-RRLYR-00027\t0.714\t0.056\t0.843\t0.022\t1.828\t0.045\t6270\t110\t-0.284\t0.093\t0.27\t0.10\t0.567\t0.031\t-1.166\t0.089\t\n",
"OGLE-LMC-RRLYR-00040\t0.676\t0.056\t0.757\t0.021\t1.665\t0.045\t6310\t110\t0.135\t0.092\t0.68\t0.10\t0.560\t0.030\t-0.748\t0.084\t\n",
"OGLE-LMC-RRLYR-00072\t0.693\t0.055\t0.767\t0.022\t1.698\t0.045\t6360\t110\t0.061\t0.093\t0.59\t0.11\t0.546\t0.030\t-0.791\t0.084\t\n",
"OGLE-LMC-RRLYR-00079\t0.623\t0.055\t0.715\t0.021\t1.660\t0.044\t6590\t110\t0.185\t0.091\t0.68\t0.10\t0.498\t0.029\t-0.591\t0.083\t\n",
"OGLE-LMC-RRLYR-00082\t0.665\t0.058\t0.729\t0.021\t1.715\t0.043\t6690\t110\t0.071\t0.089\t0.55\t0.10\t0.478\t0.029\t-0.669\t0.083\t\n",
"OGLE-LMC-RRLYR-00103\t0.653\t0.061\t0.752\t0.023\t1.696\t0.044\t6450\t110\t0.076\t0.091\t0.60\t0.10\t0.529\t0.030\t-0.744\t0.089\t\n",
"OGLE-LMC-RRLYR-00112\t0.637\t0.066\t0.728\t0.024\t1.692\t0.045\t6610\t120\t0.108\t0.093\t0.60\t0.10\t0.495\t0.032\t-0.662\t0.094\t\n",
"OGLE-LMC-RRLYR-00118\t0.649\t0.056\t0.736\t0.020\t1.690\t0.043\t6550\t100\t0.093\t0.088\t0.617\t0.099\t0.511\t0.029\t-0.697\t0.081\t\n",
"OGLE-LMC-RRLYR-00124\t0.662\t0.069\t0.779\t0.027\t1.771\t0.048\t6510\t130\t-0.12\t0.10\t0.37\t0.11\t0.511\t0.035\t-0.91\t0.11\t\n",
"OGLE-LMC-RRLYR-00132\t0.671\t0.063\t0.751\t0.025\t1.667\t0.045\t6330\t120\t0.116\t0.094\t0.66\t0.10\t0.555\t0.032\t-0.743\t0.094\t\n",
"OGLE-LMC-RRLYR-00139\t0.653\t0.061\t0.748\t0.023\t1.751\t0.044\t6660\t120\t-0.027\t0.092\t0.45\t0.10\t0.482\t0.032\t-0.776\t0.092\t\n",
"OGLE-LMC-RRLYR-00157\t0.591\t0.057\t0.721\t0.021\t1.661\t0.043\t6570\t110\t0.121\t0.089\t0.64\t0.10\t0.510\t0.030\t-0.669\t0.084\t\n",
"OGLE-LMC-RRLYR-00212\t0.603\t0.062\t0.730\t0.023\t1.689\t0.043\t6580\t120\t0.088\t0.092\t0.59\t0.10\t0.500\t0.031\t-0.688\t0.092\t\n",
"OGLE-LMC-RRLYR-00214\t0.593\t0.059\t0.699\t0.022\t1.659\t0.043\t6720\t110\t0.176\t0.089\t0.657\t0.099\t0.473\t0.030\t-0.556\t0.084\t\n",
"OGLE-LMC-RRLYR-00230\t0.629\t0.058\t0.727\t0.021\t1.692\t0.044\t6630\t110\t0.089\t0.092\t0.58\t0.10\t0.493\t0.030\t-0.676\t0.086\t\n",
"OGLE-LMC-RRLYR-00231\t0.632\t0.060\t0.764\t0.022\t1.740\t0.044\t6520\t110\t-0.056\t0.093\t0.46\t0.10\t0.517\t0.030\t-0.853\t0.089\t\n",
"OGLE-LMC-RRLYR-00235\t0.676\t0.056\t0.743\t0.021\t1.706\t0.044\t6520\t110\t0.057\t0.091\t0.58\t0.10\t0.512\t0.030\t-0.741\t0.084\t\n",
"OGLE-LMC-RRLYR-00251\t0.565\t0.059\t0.742\t0.022\t1.757\t0.043\t6740\t110\t-0.058\t0.092\t0.40\t0.10\t0.463\t0.031\t-0.775\t0.091\t\n",
"OGLE-LMC-RRLYR-00264\t0.679\t0.063\t0.738\t0.023\t1.700\t0.045\t6550\t110\t0.083\t0.095\t0.58\t0.10\t0.507\t0.030\t-0.711\t0.094\t\n",
"OGLE-LMC-RRLYR-00284\t0.629\t0.057\t0.772\t0.021\t1.710\t0.045\t6340\t110\t-0.009\t0.093\t0.53\t0.10\t0.549\t0.030\t-0.860\t0.087\t\n",
"OGLE-LMC-RRLYR-00294\t0.640\t0.062\t0.733\t0.023\t1.702\t0.045\t6630\t110\t0.110\t0.093\t0.60\t0.10\t0.487\t0.031\t-0.650\t0.091\t\n",
"OGLE-LMC-RRLYR-00297\t0.704\t0.059\t0.788\t0.021\t1.765\t0.043\t6430\t110\t-0.119\t0.090\t0.43\t0.10\t0.542\t0.029\t-0.953\t0.084\t\n",
"OGLE-LMC-RRLYR-00301\t0.638\t0.055\t0.749\t0.020\t1.749\t0.043\t6680\t100\t-0.031\t0.088\t0.46\t0.10\t0.481\t0.029\t-0.776\t0.080\t\n",
"OGLE-LMC-RRLYR-00304\t0.673\t0.058\t0.761\t0.022\t1.723\t0.043\t6480\t110\t0.022\t0.090\t0.53\t0.10\t0.519\t0.030\t-0.783\t0.085\t\n",
"OGLE-LMC-RRLYR-00315\t0.614\t0.057\t0.686\t0.021\t1.650\t0.045\t6770\t120\t0.207\t0.092\t0.68\t0.10\t0.460\t0.031\t-0.498\t0.084\t\n",
"OGLE-LMC-RRLYR-00344\t0.618\t0.058\t0.763\t0.022\t1.779\t0.043\t6670\t110\t-0.116\t0.091\t0.37\t0.10\t0.482\t0.031\t-0.862\t0.088\t\n",
"OGLE-LMC-RRLYR-00361\t0.691\t0.060\t0.769\t0.022\t1.745\t0.046\t6490\t110\t-0.057\t0.094\t0.45\t0.11\t0.518\t0.029\t-0.862\t0.088\t\n",
"OGLE-LMC-RRLYR-00365\t0.724\t0.057\t0.772\t0.021\t1.681\t0.043\t6250\t110\t0.083\t0.089\t0.64\t0.10\t0.576\t0.030\t-0.811\t0.083\t\n",
"OGLE-LMC-RRLYR-00384\t0.643\t0.063\t0.732\t0.022\t1.683\t0.045\t6550\t110\t0.099\t0.094\t0.61\t0.10\t0.512\t0.030\t-0.699\t0.090\t\n",
"OGLE-LMC-RRLYR-00385\t0.656\t0.054\t0.754\t0.021\t1.672\t0.044\t6350\t100\t0.122\t0.090\t0.65\t0.10\t0.546\t0.029\t-0.732\t0.081\t\n",
"OGLE-LMC-RRLYR-00433\t0.608\t0.065\t0.720\t0.023\t1.624\t0.045\t6410\t110\t0.226\t0.093\t0.76\t0.10\t0.538\t0.030\t-0.611\t0.088\t\n",
"OGLE-LMC-RRLYR-00442\t0.594\t0.062\t0.710\t0.023\t1.650\t0.045\t6600\t110\t0.171\t0.093\t0.67\t0.10\t0.499\t0.030\t-0.604\t0.089\t\n",
"OGLE-LMC-RRLYR-00463\t0.599\t0.062\t0.691\t0.023\t1.650\t0.045\t6720\t110\t0.217\t0.093\t0.67\t0.10\t0.462\t0.031\t-0.515\t0.089\t\n",
"OGLE-LMC-RRLYR-00509\t0.659\t0.059\t0.745\t0.021\t1.726\t0.045\t6600\t120\t0.007\t0.092\t0.49\t0.11\t0.496\t0.032\t-0.757\t0.085\t\n",
"OGLE-LMC-RRLYR-00525\t0.663\t0.062\t0.740\t0.022\t1.686\t0.044\t6500\t120\t0.080\t0.091\t0.60\t0.10\t0.523\t0.031\t-0.735\t0.089\t\n",
"OGLE-LMC-RRLYR-00539\t0.607\t0.061\t0.710\t0.022\t1.656\t0.044\t6620\t110\t0.169\t0.091\t0.68\t0.10\t0.495\t0.029\t-0.593\t0.086\t\n",
"OGLE-LMC-RRLYR-00540\t0.630\t0.056\t0.727\t0.021\t1.669\t0.044\t6540\t110\t0.131\t0.091\t0.64\t0.10\t0.513\t0.030\t-0.664\t0.086\t\n",
"OGLE-LMC-RRLYR-00543\t0.555\t0.060\t0.727\t0.022\t1.674\t0.044\t6550\t110\t0.093\t0.091\t0.60\t0.10\t0.506\t0.030\t-0.688\t0.086\t\n",
"OGLE-LMC-RRLYR-00545\t0.644\t0.052\t0.755\t0.020\t1.683\t0.047\t6420\t110\t0.069\t0.096\t0.59\t0.11\t0.531\t0.030\t-0.757\t0.080\t\n",
"OGLE-LMC-RRLYR-00575\t0.658\t0.060\t0.747\t0.023\t1.681\t0.045\t6430\t110\t0.104\t0.094\t0.63\t0.10\t0.532\t0.029\t-0.721\t0.088\t\n",
"OGLE-LMC-RRLYR-00595\t0.685\t0.050\t0.747\t0.019\t1.695\t0.042\t6480\t100\t0.088\t0.087\t0.596\t0.099\t0.522\t0.028\t-0.725\t0.077\t\n",
"OGLE-LMC-RRLYR-00597\t0.674\t0.051\t0.741\t0.019\t1.706\t0.042\t6580\t100\t0.071\t0.087\t0.583\t0.098\t0.505\t0.028\t-0.713\t0.077\t\n",
"OGLE-LMC-RRLYR-00600\t0.667\t0.050\t0.757\t0.019\t1.741\t0.042\t6580\t100\t-0.029\t0.087\t0.479\t0.098\t0.505\t0.028\t-0.815\t0.078\t\n",
"OGLE-LMC-RRLYR-00601\t0.559\t0.050\t0.766\t0.019\t1.792\t0.042\t6710\t100\t-0.157\t0.087\t0.322\t0.098\t0.473\t0.028\t-0.882\t0.077\t\n",
"OGLE-LMC-RRLYR-00605\t0.668\t0.051\t0.792\t0.019\t1.805\t0.042\t6560\t100\t-0.190\t0.087\t0.339\t0.098\t0.512\t0.028\t-0.979\t0.078\t\n",
"OGLE-LMC-RRLYR-00607\t0.709\t0.050\t0.767\t0.019\t1.666\t0.042\t6250\t100\t0.120\t0.087\t0.685\t0.099\t0.574\t0.028\t-0.776\t0.077\t\n",
"OGLE-LMC-RRLYR-00609\t0.694\t0.051\t0.755\t0.019\t1.728\t0.042\t6540\t100\t0.018\t0.087\t0.529\t0.098\t0.511\t0.028\t-0.779\t0.078\t\n",
"OGLE-LMC-RRLYR-00613\t0.590\t0.050\t0.697\t0.019\t1.686\t0.042\t6820\t100\t0.135\t0.087\t0.597\t0.098\t0.447\t0.028\t-0.560\t0.078\t\n",
"OGLE-LMC-RRLYR-00617\t0.681\t0.051\t0.743\t0.019\t1.688\t0.042\t6470\t100\t0.090\t0.087\t0.611\t0.099\t0.526\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-00620\t0.558\t0.055\t0.712\t0.020\t1.683\t0.042\t6680\t100\t0.097\t0.089\t0.594\t0.099\t0.479\t0.029\t-0.645\t0.082\t\n",
"OGLE-LMC-RRLYR-00625\t0.664\t0.060\t0.729\t0.022\t1.642\t0.045\t6420\t110\t0.190\t0.092\t0.72\t0.10\t0.542\t0.030\t-0.653\t0.086\t\n",
"OGLE-LMC-RRLYR-00638\t0.737\t0.058\t0.805\t0.022\t1.766\t0.043\t6310\t110\t-0.125\t0.092\t0.43\t0.10\t0.559\t0.030\t-0.992\t0.088\t\n",
"OGLE-LMC-RRLYR-00643\t0.638\t0.058\t0.737\t0.023\t1.656\t0.045\t6400\t110\t0.155\t0.093\t0.68\t0.10\t0.538\t0.031\t-0.684\t0.087\t\n",
"OGLE-LMC-RRLYR-00645\t0.554\t0.051\t0.700\t0.019\t1.691\t0.042\t6800\t100\t0.109\t0.088\t0.561\t0.099\t0.445\t0.028\t-0.591\t0.078\t\n",
"OGLE-LMC-RRLYR-00655\t0.640\t0.051\t0.721\t0.019\t1.678\t0.042\t6620\t100\t0.124\t0.087\t0.633\t0.098\t0.497\t0.028\t-0.647\t0.078\t\n",
"OGLE-LMC-RRLYR-00668\t0.671\t0.051\t0.731\t0.019\t1.676\t0.042\t6520\t100\t0.137\t0.087\t0.651\t0.099\t0.516\t0.028\t-0.668\t0.077\t\n",
"OGLE-LMC-RRLYR-00675\t0.709\t0.056\t0.847\t0.022\t1.848\t0.045\t6300\t110\t-0.333\t0.093\t0.22\t0.10\t0.562\t0.031\t-1.202\t0.088\t\n",
"OGLE-LMC-RRLYR-00703\t0.565\t0.053\t0.687\t0.020\t1.654\t0.043\t6790\t110\t0.190\t0.089\t0.65\t0.10\t0.456\t0.030\t-0.515\t0.082\t\n",
"OGLE-LMC-RRLYR-00709\t0.754\t0.056\t0.788\t0.021\t1.720\t0.044\t6280\t110\t0.018\t0.091\t0.56\t0.10\t0.562\t0.029\t-0.862\t0.084\t\n",
"OGLE-LMC-RRLYR-00717\t0.732\t0.051\t0.749\t0.019\t1.700\t0.042\t6470\t100\t0.075\t0.087\t0.605\t0.099\t0.530\t0.028\t-0.749\t0.078\t\n",
"OGLE-LMC-RRLYR-00729\t0.707\t0.061\t0.761\t0.022\t1.711\t0.044\t6440\t110\t0.053\t0.091\t0.57\t0.10\t0.529\t0.030\t-0.768\t0.086\t\n",
"OGLE-LMC-RRLYR-00735\t0.670\t0.051\t0.738\t0.019\t1.650\t0.042\t6380\t100\t0.183\t0.088\t0.72\t0.10\t0.547\t0.028\t-0.666\t0.078\t\n",
"OGLE-LMC-RRLYR-00740\t0.641\t0.052\t0.726\t0.020\t1.699\t0.042\t6670\t100\t0.090\t0.087\t0.587\t0.099\t0.485\t0.028\t-0.659\t0.079\t\n",
"OGLE-LMC-RRLYR-00742\t0.540\t0.051\t0.662\t0.019\t1.596\t0.042\t6740\t100\t0.311\t0.088\t0.77\t0.10\t0.455\t0.029\t-0.404\t0.078\t\n",
"OGLE-LMC-RRLYR-00746\t0.688\t0.051\t0.732\t0.019\t1.654\t0.042\t6430\t100\t0.170\t0.087\t0.706\t0.099\t0.538\t0.028\t-0.665\t0.078\t\n",
"OGLE-LMC-RRLYR-00755\t0.597\t0.052\t0.717\t0.019\t1.676\t0.042\t6640\t100\t0.137\t0.087\t0.629\t0.098\t0.488\t0.028\t-0.619\t0.078\t\n",
"OGLE-LMC-RRLYR-00756\t0.576\t0.056\t0.749\t0.021\t1.733\t0.042\t6590\t120\t-0.040\t0.089\t0.46\t0.10\t0.488\t0.033\t-0.808\t0.085\t\n",
"OGLE-LMC-RRLYR-00759\t0.622\t0.051\t0.718\t0.019\t1.661\t0.042\t6570\t100\t0.154\t0.087\t0.663\t0.099\t0.504\t0.028\t-0.630\t0.078\t\n",
"OGLE-LMC-RRLYR-00761\t0.660\t0.054\t0.728\t0.020\t1.688\t0.043\t6600\t100\t0.102\t0.088\t0.614\t0.099\t0.503\t0.028\t-0.676\t0.080\t\n",
"OGLE-LMC-RRLYR-00763\t0.595\t0.051\t0.741\t0.019\t1.692\t0.044\t6540\t110\t0.057\t0.092\t0.55\t0.11\t0.491\t0.030\t-0.706\t0.078\t\n",
"OGLE-LMC-RRLYR-00765\t0.633\t0.052\t0.750\t0.020\t1.712\t0.042\t6520\t100\t0.021\t0.088\t0.54\t0.10\t0.517\t0.028\t-0.781\t0.079\t\n",
"OGLE-LMC-RRLYR-00766\t0.540\t0.066\t0.684\t0.025\t1.640\t0.047\t6760\t110\t0.243\t0.097\t0.70\t0.11\t0.458\t0.031\t-0.472\t0.095\t\n",
"OGLE-LMC-RRLYR-00777\t0.598\t0.058\t0.716\t0.021\t1.652\t0.043\t6550\t110\t0.189\t0.090\t0.68\t0.10\t0.504\t0.030\t-0.594\t0.085\t\n",
"OGLE-LMC-RRLYR-00796\t0.637\t0.052\t0.711\t0.019\t1.674\t0.042\t6680\t100\t0.150\t0.087\t0.645\t0.099\t0.483\t0.028\t-0.600\t0.079\t\n",
"OGLE-LMC-RRLYR-00801\t0.684\t0.050\t0.749\t0.019\t1.666\t0.042\t6360\t100\t0.139\t0.087\t0.677\t0.098\t0.547\t0.028\t-0.712\t0.077\t\n",
"OGLE-LMC-RRLYR-00807\t0.619\t0.052\t0.745\t0.020\t1.743\t0.042\t6700\t100\t-0.023\t0.088\t0.465\t0.099\t0.479\t0.029\t-0.764\t0.079\t\n",
"OGLE-LMC-RRLYR-00810\t0.647\t0.051\t0.735\t0.020\t1.651\t0.042\t6420\t100\t0.174\t0.088\t0.69\t0.10\t0.535\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-00812\t0.592\t0.050\t0.704\t0.019\t1.594\t0.042\t6440\t100\t0.276\t0.088\t0.827\t0.099\t0.545\t0.028\t-0.563\t0.078\t\n",
"OGLE-LMC-RRLYR-00816\t0.611\t0.050\t0.735\t0.019\t1.636\t0.042\t6400\t100\t0.172\t0.089\t0.71\t0.10\t0.539\t0.028\t-0.662\t0.077\t\n",
"OGLE-LMC-RRLYR-00822\t0.617\t0.050\t0.722\t0.019\t1.682\t0.042\t6630\t100\t0.110\t0.087\t0.611\t0.099\t0.493\t0.028\t-0.654\t0.077\t\n",
"OGLE-LMC-RRLYR-00830\t0.650\t0.051\t0.732\t0.019\t1.694\t0.042\t6600\t100\t0.093\t0.087\t0.602\t0.098\t0.500\t0.028\t-0.682\t0.077\t\n",
"OGLE-LMC-RRLYR-00848\t0.633\t0.053\t0.734\t0.020\t1.667\t0.042\t6470\t100\t0.147\t0.088\t0.662\t0.099\t0.522\t0.029\t-0.667\t0.080\t\n",
"OGLE-LMC-RRLYR-00858\t0.634\t0.051\t0.718\t0.019\t1.684\t0.042\t6670\t100\t0.117\t0.087\t0.614\t0.098\t0.486\t0.028\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-00861\t0.614\t0.052\t0.728\t0.020\t1.650\t0.042\t6450\t100\t0.171\t0.087\t0.690\t0.099\t0.526\t0.028\t-0.650\t0.079\t\n",
"OGLE-LMC-RRLYR-00863\t0.629\t0.055\t0.716\t0.020\t1.697\t0.043\t6720\t100\t0.101\t0.089\t0.589\t0.099\t0.473\t0.028\t-0.632\t0.082\t\n",
"OGLE-LMC-RRLYR-00864\t0.753\t0.050\t0.778\t0.019\t1.721\t0.042\t6350\t100\t0.020\t0.087\t0.564\t0.099\t0.552\t0.028\t-0.841\t0.077\t\n",
"OGLE-LMC-RRLYR-00867\t0.691\t0.051\t0.768\t0.019\t1.719\t0.042\t6410\t100\t0.008\t0.087\t0.527\t0.099\t0.534\t0.028\t-0.825\t0.078\t\n",
"OGLE-LMC-RRLYR-00874\t0.761\t0.068\t0.778\t0.025\t1.729\t0.044\t6380\t120\t0.014\t0.092\t0.56\t0.10\t0.548\t0.033\t-0.837\t0.096\t\n",
"OGLE-LMC-RRLYR-00879\t0.689\t0.051\t0.757\t0.019\t1.673\t0.042\t6330\t100\t0.107\t0.087\t0.662\t0.099\t0.559\t0.028\t-0.764\t0.078\t\n",
"OGLE-LMC-RRLYR-00880\t0.717\t0.059\t0.805\t0.022\t1.792\t0.043\t6400\t110\t-0.173\t0.091\t0.35\t0.10\t0.537\t0.030\t-1.007\t0.088\t\n",
"OGLE-LMC-RRLYR-00888\t0.698\t0.052\t0.768\t0.020\t1.741\t0.042\t6480\t100\t-0.035\t0.088\t0.485\t0.099\t0.523\t0.028\t-0.853\t0.081\t\n",
"OGLE-LMC-RRLYR-00889\t0.672\t0.050\t0.802\t0.019\t1.763\t0.042\t6333\t99\t-0.116\t0.087\t0.431\t0.099\t0.552\t0.028\t-0.977\t0.078\t\n",
"OGLE-LMC-RRLYR-00890\t0.603\t0.055\t0.682\t0.020\t1.640\t0.042\t6770\t100\t0.235\t0.088\t0.704\t0.099\t0.461\t0.028\t-0.480\t0.080\t\n",
"OGLE-LMC-RRLYR-00900\t0.694\t0.051\t0.770\t0.019\t1.694\t0.043\t6330\t100\t0.066\t0.089\t0.60\t0.10\t0.550\t0.028\t-0.793\t0.078\t\n",
"OGLE-LMC-RRLYR-00903\t0.655\t0.057\t0.745\t0.022\t1.673\t0.044\t6420\t110\t0.134\t0.091\t0.65\t0.10\t0.533\t0.031\t-0.699\t0.086\t\n",
"OGLE-LMC-RRLYR-00907\t0.615\t0.064\t0.730\t0.024\t1.685\t0.046\t6600\t120\t0.106\t0.092\t0.61\t0.10\t0.500\t0.032\t-0.666\t0.089\t\n",
"OGLE-LMC-RRLYR-00912\t0.677\t0.052\t0.741\t0.020\t1.696\t0.042\t6530\t100\t0.105\t0.087\t0.607\t0.099\t0.509\t0.028\t-0.687\t0.079\t\n",
"OGLE-LMC-RRLYR-00914\t0.626\t0.052\t0.713\t0.019\t1.659\t0.042\t6610\t100\t0.166\t0.088\t0.667\t0.099\t0.498\t0.028\t-0.608\t0.079\t\n",
"OGLE-LMC-RRLYR-00916\t0.579\t0.051\t0.732\t0.019\t1.752\t0.042\t6810\t100\t-0.029\t0.087\t0.431\t0.098\t0.452\t0.028\t-0.730\t0.079\t\n",
"OGLE-LMC-RRLYR-00917\t0.681\t0.050\t0.737\t0.019\t1.638\t0.042\t6340\t100\t0.218\t0.087\t0.754\t0.099\t0.550\t0.028\t-0.648\t0.077\t\n",
"OGLE-LMC-RRLYR-00920\t0.652\t0.051\t0.748\t0.019\t1.691\t0.042\t6460\t100\t0.082\t0.087\t0.599\t0.098\t0.523\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-00931\t0.612\t0.050\t0.736\t0.019\t1.603\t0.042\t6248\t99\t0.244\t0.088\t0.81\t0.10\t0.581\t0.028\t-0.665\t0.077\t\n",
"OGLE-LMC-RRLYR-00932\t0.666\t0.051\t0.770\t0.019\t1.697\t0.042\t6320\t100\t0.026\t0.087\t0.582\t0.099\t0.558\t0.028\t-0.840\t0.078\t\n",
"OGLE-LMC-RRLYR-00935\t0.688\t0.052\t0.733\t0.019\t1.700\t0.042\t6610\t100\t0.082\t0.087\t0.590\t0.099\t0.501\t0.028\t-0.694\t0.078\t\n",
"OGLE-LMC-RRLYR-00936\t0.645\t0.051\t0.733\t0.019\t1.686\t0.042\t6570\t100\t0.095\t0.087\t0.609\t0.098\t0.507\t0.028\t-0.692\t0.077\t\n",
"OGLE-LMC-RRLYR-00943\t0.682\t0.050\t0.764\t0.019\t1.691\t0.042\t6370\t100\t0.068\t0.088\t0.60\t0.10\t0.540\t0.028\t-0.772\t0.077\t\n",
"OGLE-LMC-RRLYR-00944\t0.710\t0.051\t0.786\t0.019\t1.771\t0.042\t6480\t100\t-0.114\t0.087\t0.415\t0.098\t0.527\t0.028\t-0.936\t0.079\t\n",
"OGLE-LMC-RRLYR-00947\t0.632\t0.054\t0.712\t0.020\t1.684\t0.043\t6700\t100\t0.125\t0.089\t0.62\t0.10\t0.478\t0.028\t-0.617\t0.081\t\n",
"OGLE-LMC-RRLYR-00948\t0.641\t0.052\t0.783\t0.020\t1.778\t0.042\t6520\t100\t-0.147\t0.088\t0.367\t0.099\t0.515\t0.029\t-0.944\t0.081\t\n",
"OGLE-LMC-RRLYR-00960\t0.685\t0.052\t0.748\t0.020\t1.705\t0.042\t6510\t100\t0.068\t0.087\t0.576\t0.099\t0.516\t0.028\t-0.737\t0.079\t\n",
"OGLE-LMC-RRLYR-00965\t0.750\t0.050\t0.784\t0.019\t1.706\t0.042\t6261\t99\t0.034\t0.087\t0.593\t0.099\t0.566\t0.028\t-0.851\t0.077\t\n",
"OGLE-LMC-RRLYR-00966\t0.662\t0.051\t0.727\t0.019\t1.695\t0.042\t6640\t100\t0.117\t0.089\t0.59\t0.10\t0.475\t0.028\t-0.629\t0.079\t\n",
"OGLE-LMC-RRLYR-00969\t0.624\t0.052\t0.731\t0.020\t1.709\t0.042\t6660\t100\t0.070\t0.087\t0.562\t0.098\t0.484\t0.029\t-0.679\t0.079\t\n",
"OGLE-LMC-RRLYR-00972\t0.651\t0.050\t0.750\t0.019\t1.651\t0.042\t6316\t99\t0.147\t0.088\t0.70\t0.10\t0.559\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-00973\t0.601\t0.051\t0.741\t0.019\t1.722\t0.042\t6620\t100\t0.017\t0.087\t0.521\t0.098\t0.492\t0.028\t-0.751\t0.078\t\n",
"OGLE-LMC-RRLYR-00980\t0.624\t0.050\t0.741\t0.019\t1.653\t0.042\t6380\t100\t0.165\t0.087\t0.696\t0.099\t0.541\t0.028\t-0.684\t0.078\t\n",
"OGLE-LMC-RRLYR-00981\t0.668\t0.050\t0.757\t0.019\t1.664\t0.042\t6330\t100\t0.113\t0.088\t0.66\t0.10\t0.553\t0.028\t-0.747\t0.077\t\n",
"OGLE-LMC-RRLYR-00995\t0.655\t0.050\t0.747\t0.019\t1.645\t0.042\t6320\t100\t0.173\t0.088\t0.72\t0.10\t0.559\t0.028\t-0.702\t0.077\t\n",
"OGLE-LMC-RRLYR-00999\t0.704\t0.050\t0.784\t0.019\t1.726\t0.042\t6360\t100\t-0.009\t0.087\t0.529\t0.099\t0.545\t0.028\t-0.858\t0.077\t\n",
"OGLE-LMC-RRLYR-01000\t0.570\t0.050\t0.721\t0.019\t1.585\t0.043\t6300\t100\t0.281\t0.089\t0.84\t0.10\t0.564\t0.028\t-0.597\t0.077\t\n",
"OGLE-LMC-RRLYR-01002\t0.691\t0.053\t0.736\t0.020\t1.720\t0.042\t6650\t100\t0.049\t0.088\t0.544\t0.099\t0.487\t0.028\t-0.709\t0.079\t\n",
"OGLE-LMC-RRLYR-01003\t0.696\t0.052\t0.781\t0.019\t1.764\t0.042\t6490\t100\t-0.082\t0.087\t0.458\t0.099\t0.526\t0.028\t-0.900\t0.079\t\n",
"OGLE-LMC-RRLYR-01004\t0.697\t0.051\t0.747\t0.019\t1.709\t0.042\t6530\t100\t0.049\t0.087\t0.567\t0.099\t0.515\t0.028\t-0.755\t0.078\t\n",
"OGLE-LMC-RRLYR-01005\t0.682\t0.050\t0.797\t0.019\t1.747\t0.042\t6313\t99\t-0.091\t0.087\t0.464\t0.099\t0.559\t0.028\t-0.961\t0.077\t\n",
"OGLE-LMC-RRLYR-01006\t0.697\t0.051\t0.775\t0.019\t1.711\t0.042\t6330\t100\t0.020\t0.087\t0.569\t0.099\t0.555\t0.028\t-0.842\t0.078\t\n",
"OGLE-LMC-RRLYR-01013\t0.713\t0.051\t0.755\t0.019\t1.695\t0.043\t6420\t100\t0.089\t0.088\t0.60\t0.10\t0.534\t0.028\t-0.742\t0.078\t\n",
"OGLE-LMC-RRLYR-01016\t0.638\t0.051\t0.721\t0.019\t1.648\t0.042\t6490\t100\t0.178\t0.087\t0.698\t0.099\t0.523\t0.028\t-0.638\t0.079\t\n",
"OGLE-LMC-RRLYR-01021\t0.548\t0.049\t0.709\t0.019\t1.661\t0.042\t6650\t100\t0.141\t0.087\t0.634\t0.099\t0.488\t0.028\t-0.611\t0.077\t\n",
"OGLE-LMC-RRLYR-01022\t0.694\t0.053\t0.734\t0.020\t1.714\t0.042\t6640\t100\t0.062\t0.088\t0.565\t0.099\t0.490\t0.028\t-0.702\t0.079\t\n",
"OGLE-LMC-RRLYR-01023\t0.588\t0.051\t0.716\t0.019\t1.720\t0.042\t6810\t100\t0.052\t0.087\t0.512\t0.098\t0.451\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-01024\t0.579\t0.052\t0.695\t0.020\t1.639\t0.042\t6670\t100\t0.243\t0.088\t0.723\t0.099\t0.479\t0.028\t-0.501\t0.079\t\n",
"OGLE-LMC-RRLYR-01025\t0.698\t0.050\t0.765\t0.019\t1.692\t0.042\t6340\t100\t0.083\t0.087\t0.619\t0.099\t0.549\t0.028\t-0.774\t0.078\t\n",
"OGLE-LMC-RRLYR-01029\t0.646\t0.052\t0.761\t0.020\t1.750\t0.042\t6580\t100\t-0.051\t0.088\t0.456\t0.099\t0.503\t0.029\t-0.834\t0.081\t\n",
"OGLE-LMC-RRLYR-01031\t0.618\t0.051\t0.711\t0.019\t1.634\t0.042\t6510\t100\t0.213\t0.088\t0.738\t0.099\t0.520\t0.028\t-0.594\t0.078\t\n",
"OGLE-LMC-RRLYR-01032\t0.716\t0.051\t0.759\t0.019\t1.739\t0.042\t6560\t100\t-0.006\t0.087\t0.509\t0.099\t0.510\t0.028\t-0.801\t0.078\t\n",
"OGLE-LMC-RRLYR-01034\t0.683\t0.051\t0.752\t0.019\t1.664\t0.042\t6340\t100\t0.138\t0.087\t0.679\t0.099\t0.554\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-01035\t0.625\t0.050\t0.772\t0.019\t1.709\t0.042\t6370\t100\t-0.005\t0.087\t0.536\t0.099\t0.542\t0.028\t-0.851\t0.077\t\n",
"OGLE-LMC-RRLYR-01044\t0.580\t0.053\t0.702\t0.020\t1.681\t0.042\t6780\t100\t0.135\t0.088\t0.608\t0.099\t0.461\t0.029\t-0.578\t0.081\t\n",
"OGLE-LMC-RRLYR-01046\t0.677\t0.050\t0.750\t0.019\t1.670\t0.042\t6370\t100\t0.138\t0.087\t0.671\t0.099\t0.544\t0.028\t-0.712\t0.078\t\n",
"OGLE-LMC-RRLYR-01047\t0.593\t0.051\t0.685\t0.019\t1.644\t0.042\t6760\t100\t0.228\t0.087\t0.705\t0.099\t0.465\t0.028\t-0.492\t0.078\t\n",
"OGLE-LMC-RRLYR-01050\t0.614\t0.051\t0.708\t0.019\t1.638\t0.042\t6560\t100\t0.224\t0.087\t0.733\t0.099\t0.508\t0.028\t-0.567\t0.078\t\n",
"OGLE-LMC-RRLYR-01053\t0.682\t0.054\t0.761\t0.020\t1.733\t0.042\t6520\t100\t0.011\t0.088\t0.527\t0.099\t0.513\t0.029\t-0.785\t0.081\t\n",
"OGLE-LMC-RRLYR-01054\t0.597\t0.050\t0.762\t0.019\t1.777\t0.042\t6680\t100\t-0.121\t0.087\t0.368\t0.098\t0.483\t0.028\t-0.871\t0.078\t\n",
"OGLE-LMC-RRLYR-01058\t0.730\t0.052\t0.785\t0.020\t1.756\t0.042\t6410\t100\t-0.078\t0.088\t0.460\t0.099\t0.540\t0.028\t-0.921\t0.080\t\n",
"OGLE-LMC-RRLYR-01061\t0.651\t0.052\t0.749\t0.019\t1.662\t0.042\t6350\t100\t0.101\t0.088\t0.668\t0.099\t0.561\t0.028\t-0.763\t0.079\t\n",
"OGLE-LMC-RRLYR-01063\t0.679\t0.050\t0.753\t0.019\t1.691\t0.042\t6430\t100\t0.091\t0.087\t0.616\t0.098\t0.531\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-01066\t0.574\t0.051\t0.679\t0.019\t1.585\t0.042\t6560\t100\t0.318\t0.088\t0.848\t0.099\t0.511\t0.028\t-0.478\t0.078\t\n",
"OGLE-LMC-RRLYR-01067\t0.715\t0.051\t0.759\t0.019\t1.740\t0.042\t6560\t100\t-0.006\t0.087\t0.506\t0.099\t0.509\t0.028\t-0.798\t0.078\t\n",
"OGLE-LMC-RRLYR-01068\t0.567\t0.051\t0.693\t0.019\t1.622\t0.042\t6590\t100\t0.232\t0.087\t0.750\t0.099\t0.501\t0.028\t-0.550\t0.078\t\n",
"OGLE-LMC-RRLYR-01070\t0.639\t0.052\t0.728\t0.019\t1.725\t0.042\t6740\t100\t0.042\t0.088\t0.515\t0.099\t0.467\t0.028\t-0.685\t0.079\t\n",
"OGLE-LMC-RRLYR-01071\t0.616\t0.050\t0.695\t0.019\t1.680\t0.042\t6820\t100\t0.174\t0.087\t0.629\t0.098\t0.446\t0.028\t-0.517\t0.078\t\n",
"OGLE-LMC-RRLYR-01075\t0.648\t0.054\t0.708\t0.020\t1.677\t0.042\t6700\t100\t0.154\t0.088\t0.646\t0.099\t0.478\t0.028\t-0.590\t0.079\t\n",
"OGLE-LMC-RRLYR-01077\t0.559\t0.051\t0.715\t0.019\t1.698\t0.042\t6750\t100\t0.079\t0.087\t0.557\t0.098\t0.464\t0.028\t-0.642\t0.078\t\n",
"OGLE-LMC-RRLYR-01079\t0.765\t0.052\t0.768\t0.020\t1.726\t0.042\t6430\t100\t0.005\t0.089\t0.54\t0.10\t0.538\t0.028\t-0.839\t0.081\t\n",
"OGLE-LMC-RRLYR-01081\t0.583\t0.052\t0.701\t0.019\t1.627\t0.042\t6570\t100\t0.227\t0.088\t0.737\t0.099\t0.507\t0.028\t-0.559\t0.079\t\n",
"OGLE-LMC-RRLYR-01082\t0.651\t0.050\t0.752\t0.019\t1.674\t0.042\t6360\t100\t0.090\t0.088\t0.628\t0.099\t0.548\t0.028\t-0.760\t0.078\t\n",
"OGLE-LMC-RRLYR-01085\t0.532\t0.050\t0.690\t0.019\t1.678\t0.042\t6850\t100\t0.130\t0.087\t0.583\t0.099\t0.436\t0.028\t-0.550\t0.077\t\n",
"OGLE-LMC-RRLYR-01086\t0.588\t0.052\t0.708\t0.020\t1.716\t0.042\t6860\t100\t0.081\t0.087\t0.532\t0.098\t0.441\t0.029\t-0.602\t0.080\t\n",
"OGLE-LMC-RRLYR-01087\t0.631\t0.052\t0.731\t0.020\t1.648\t0.042\t6430\t100\t0.183\t0.087\t0.704\t0.099\t0.531\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-01088\t0.669\t0.051\t0.740\t0.019\t1.705\t0.042\t6560\t100\t0.063\t0.087\t0.569\t0.099\t0.506\t0.028\t-0.727\t0.078\t\n",
"OGLE-LMC-RRLYR-01091\t0.542\t0.050\t0.695\t0.019\t1.657\t0.042\t6730\t100\t0.174\t0.087\t0.655\t0.098\t0.466\t0.028\t-0.552\t0.077\t\n",
"OGLE-LMC-RRLYR-01094\t0.718\t0.052\t0.760\t0.020\t1.720\t0.042\t6480\t100\t0.042\t0.088\t0.568\t0.099\t0.525\t0.028\t-0.775\t0.079\t\n",
"OGLE-LMC-RRLYR-01096\t0.622\t0.051\t0.715\t0.019\t1.652\t0.042\t6570\t100\t0.208\t0.088\t0.712\t0.099\t0.503\t0.028\t-0.574\t0.079\t\n",
"OGLE-LMC-RRLYR-01097\t0.668\t0.052\t0.736\t0.020\t1.676\t0.042\t6480\t100\t0.125\t0.088\t0.646\t0.099\t0.524\t0.028\t-0.692\t0.079\t\n",
"OGLE-LMC-RRLYR-01099\t0.545\t0.050\t0.665\t0.019\t1.633\t0.042\t6870\t100\t0.263\t0.087\t0.708\t0.098\t0.440\t0.028\t-0.419\t0.077\t\n",
"OGLE-LMC-RRLYR-01106\t0.619\t0.050\t0.735\t0.019\t1.730\t0.042\t6710\t100\t0.015\t0.087\t0.498\t0.098\t0.474\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-01108\t0.657\t0.051\t0.742\t0.019\t1.672\t0.042\t6430\t100\t0.135\t0.087\t0.654\t0.098\t0.530\t0.028\t-0.693\t0.078\t\n",
"OGLE-LMC-RRLYR-01113\t0.608\t0.052\t0.717\t0.019\t1.677\t0.042\t6660\t100\t0.147\t0.087\t0.639\t0.099\t0.484\t0.028\t-0.605\t0.078\t\n",
"OGLE-LMC-RRLYR-01114\t0.634\t0.050\t0.772\t0.019\t1.656\t0.043\t6190\t100\t0.088\t0.090\t0.66\t0.10\t0.585\t0.029\t-0.823\t0.078\t\n",
"OGLE-LMC-RRLYR-01115\t0.622\t0.050\t0.712\t0.019\t1.660\t0.042\t6630\t100\t0.167\t0.087\t0.669\t0.099\t0.495\t0.028\t-0.600\t0.077\t\n",
"OGLE-LMC-RRLYR-01116\t0.674\t0.051\t0.744\t0.019\t1.686\t0.042\t6460\t100\t0.089\t0.087\t0.616\t0.098\t0.530\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-01117\t0.613\t0.050\t0.730\t0.019\t1.681\t0.042\t6570\t100\t0.087\t0.087\t0.606\t0.099\t0.510\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-01121\t0.643\t0.053\t0.716\t0.020\t1.703\t0.042\t6750\t100\t0.097\t0.088\t0.571\t0.099\t0.466\t0.028\t-0.624\t0.081\t\n",
"OGLE-LMC-RRLYR-01123\t0.619\t0.051\t0.765\t0.019\t1.742\t0.042\t6520\t100\t-0.059\t0.087\t0.463\t0.099\t0.518\t0.028\t-0.858\t0.079\t\n",
"OGLE-LMC-RRLYR-01125\t0.631\t0.052\t0.716\t0.020\t1.654\t0.042\t6570\t100\t0.201\t0.088\t0.70\t0.10\t0.503\t0.028\t-0.578\t0.079\t\n",
"OGLE-LMC-RRLYR-01128\t0.601\t0.050\t0.748\t0.019\t1.668\t0.043\t6410\t100\t0.101\t0.090\t0.63\t0.10\t0.532\t0.029\t-0.725\t0.078\t\n",
"OGLE-LMC-RRLYR-01132\t0.577\t0.050\t0.732\t0.019\t1.650\t0.043\t6470\t100\t0.147\t0.089\t0.66\t0.10\t0.520\t0.029\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-01137\t0.702\t0.052\t0.745\t0.020\t1.665\t0.042\t6390\t110\t0.157\t0.088\t0.69\t0.10\t0.544\t0.029\t-0.691\t0.080\t\n",
"OGLE-LMC-RRLYR-01138\t0.628\t0.052\t0.716\t0.020\t1.695\t0.042\t6720\t100\t0.106\t0.088\t0.594\t0.099\t0.473\t0.028\t-0.627\t0.079\t\n",
"OGLE-LMC-RRLYR-01141\t0.621\t0.051\t0.725\t0.019\t1.673\t0.042\t6560\t100\t0.147\t0.087\t0.646\t0.098\t0.502\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-01143\t0.717\t0.053\t0.798\t0.020\t1.778\t0.042\t6390\t100\t-0.145\t0.089\t0.393\t0.099\t0.540\t0.029\t-0.988\t0.082\t\n",
"OGLE-LMC-RRLYR-01144\t0.563\t0.050\t0.739\t0.019\t1.720\t0.042\t6640\t100\t0.003\t0.087\t0.506\t0.098\t0.488\t0.028\t-0.756\t0.078\t\n",
"OGLE-LMC-RRLYR-01148\t0.677\t0.052\t0.744\t0.020\t1.700\t0.042\t6520\t100\t0.082\t0.088\t0.596\t0.099\t0.514\t0.028\t-0.721\t0.079\t\n",
"OGLE-LMC-RRLYR-01157\t0.589\t0.051\t0.698\t0.019\t1.661\t0.042\t6730\t100\t0.174\t0.087\t0.660\t0.098\t0.470\t0.028\t-0.553\t0.077\t\n",
"OGLE-LMC-RRLYR-01167\t0.615\t0.058\t0.772\t0.023\t1.742\t0.045\t6460\t110\t-0.063\t0.094\t0.45\t0.10\t0.522\t0.030\t-0.877\t0.091\t\n",
"OGLE-LMC-RRLYR-01169\t0.552\t0.058\t0.698\t0.022\t1.653\t0.043\t6700\t110\t0.165\t0.091\t0.64\t0.10\t0.475\t0.031\t-0.574\t0.089\t\n",
"OGLE-LMC-RRLYR-01170\t0.591\t0.052\t0.722\t0.019\t1.689\t0.042\t6650\t100\t0.103\t0.087\t0.600\t0.099\t0.485\t0.028\t-0.649\t0.078\t\n",
"OGLE-LMC-RRLYR-01171\t0.614\t0.050\t0.745\t0.019\t1.641\t0.043\t6310\t100\t0.099\t0.090\t0.69\t0.10\t0.577\t0.029\t-0.792\t0.079\t\n",
"OGLE-LMC-RRLYR-01172\t0.646\t0.052\t0.715\t0.019\t1.682\t0.042\t6680\t100\t0.125\t0.088\t0.621\t0.099\t0.483\t0.028\t-0.624\t0.079\t\n",
"OGLE-LMC-RRLYR-01174\t0.694\t0.053\t0.771\t0.020\t1.671\t0.043\t6250\t100\t0.109\t0.090\t0.67\t0.10\t0.578\t0.029\t-0.786\t0.081\t\n",
"OGLE-LMC-RRLYR-01176\t0.629\t0.051\t0.727\t0.019\t1.663\t0.042\t6510\t100\t0.135\t0.087\t0.661\t0.099\t0.521\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-01177\t0.633\t0.050\t0.719\t0.019\t1.670\t0.042\t6590\t100\t0.166\t0.088\t0.668\t0.099\t0.499\t0.028\t-0.617\t0.078\t\n",
"OGLE-LMC-RRLYR-01181\t0.685\t0.052\t0.737\t0.019\t1.701\t0.042\t6580\t100\t0.079\t0.087\t0.588\t0.098\t0.504\t0.028\t-0.705\t0.078\t\n",
"OGLE-LMC-RRLYR-01182\t0.614\t0.050\t0.733\t0.019\t1.614\t0.043\t6320\t100\t0.230\t0.089\t0.78\t0.10\t0.561\t0.028\t-0.643\t0.077\t\n",
"OGLE-LMC-RRLYR-01183\t0.646\t0.051\t0.784\t0.020\t1.791\t0.042\t6560\t100\t-0.163\t0.087\t0.345\t0.098\t0.504\t0.029\t-0.944\t0.080\t\n",
"OGLE-LMC-RRLYR-01185\t0.602\t0.052\t0.705\t0.020\t1.657\t0.042\t6660\t100\t0.174\t0.088\t0.666\t0.099\t0.486\t0.028\t-0.581\t0.079\t\n",
"OGLE-LMC-RRLYR-01190\t0.688\t0.059\t0.744\t0.022\t1.676\t0.044\t6440\t110\t0.132\t0.091\t0.66\t0.10\t0.534\t0.030\t-0.701\t0.086\t\n",
"OGLE-LMC-RRLYR-01193\t0.693\t0.050\t0.799\t0.019\t1.752\t0.042\t6320\t100\t-0.090\t0.087\t0.458\t0.099\t0.554\t0.028\t-0.955\t0.077\t\n",
"OGLE-LMC-RRLYR-01195\t0.638\t0.052\t0.728\t0.020\t1.659\t0.042\t6490\t100\t0.154\t0.087\t0.679\t0.099\t0.524\t0.028\t-0.661\t0.079\t\n",
"OGLE-LMC-RRLYR-01197\t0.599\t0.050\t0.725\t0.019\t1.707\t0.042\t6710\t100\t0.058\t0.087\t0.541\t0.098\t0.475\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-01201\t0.690\t0.051\t0.750\t0.019\t1.684\t0.042\t6420\t100\t0.113\t0.088\t0.639\t0.099\t0.530\t0.028\t-0.714\t0.078\t\n",
"OGLE-LMC-RRLYR-01202\t0.686\t0.050\t0.769\t0.019\t1.693\t0.042\t6300\t100\t0.039\t0.088\t0.58\t0.10\t0.558\t0.028\t-0.829\t0.078\t\n",
"OGLE-LMC-RRLYR-01206\t0.624\t0.051\t0.723\t0.019\t1.661\t0.042\t6540\t100\t0.169\t0.088\t0.68\t0.10\t0.508\t0.028\t-0.626\t0.079\t\n",
"OGLE-LMC-RRLYR-01209\t0.597\t0.051\t0.732\t0.019\t1.601\t0.044\t6290\t100\t0.246\t0.091\t0.81\t0.10\t0.570\t0.029\t-0.640\t0.078\t\n",
"OGLE-LMC-RRLYR-01215\t0.656\t0.050\t0.754\t0.019\t1.654\t0.042\t6300\t100\t0.144\t0.087\t0.698\t0.099\t0.564\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-01216\t0.669\t0.050\t0.786\t0.019\t1.740\t0.042\t6350\t100\t-0.062\t0.087\t0.479\t0.099\t0.548\t0.028\t-0.916\t0.078\t\n",
"OGLE-LMC-RRLYR-01219\t0.605\t0.050\t0.782\t0.019\t1.714\t0.042\t6310\t100\t-0.027\t0.088\t0.52\t0.10\t0.558\t0.029\t-0.897\t0.077\t\n",
"OGLE-LMC-RRLYR-01221\t0.734\t0.052\t0.760\t0.020\t1.703\t0.042\t6410\t100\t0.064\t0.088\t0.59\t0.10\t0.540\t0.028\t-0.778\t0.079\t\n",
"OGLE-LMC-RRLYR-01223\t0.682\t0.052\t0.761\t0.020\t1.727\t0.042\t6490\t100\t-0.003\t0.088\t0.519\t0.099\t0.522\t0.029\t-0.817\t0.079\t\n",
"OGLE-LMC-RRLYR-01225\t0.586\t0.053\t0.692\t0.020\t1.655\t0.042\t6750\t100\t0.189\t0.088\t0.666\t0.099\t0.464\t0.028\t-0.532\t0.080\t\n",
"OGLE-LMC-RRLYR-01227\t0.726\t0.050\t0.780\t0.019\t1.693\t0.042\t6260\t99\t0.058\t0.087\t0.624\t0.099\t0.573\t0.028\t-0.832\t0.077\t\n",
"OGLE-LMC-RRLYR-01229\t0.595\t0.054\t0.713\t0.020\t1.697\t0.042\t6760\t100\t0.106\t0.088\t0.584\t0.098\t0.469\t0.029\t-0.618\t0.080\t\n",
"OGLE-LMC-RRLYR-01230\t0.615\t0.050\t0.729\t0.019\t1.713\t0.042\t6690\t100\t0.049\t0.087\t0.543\t0.098\t0.480\t0.028\t-0.691\t0.078\t\n",
"OGLE-LMC-RRLYR-01232\t0.594\t0.050\t0.733\t0.019\t1.695\t0.042\t6600\t100\t0.063\t0.087\t0.571\t0.099\t0.501\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-01234\t0.684\t0.051\t0.747\t0.019\t1.677\t0.042\t6410\t100\t0.137\t0.087\t0.665\t0.099\t0.533\t0.028\t-0.694\t0.079\t\n",
"OGLE-LMC-RRLYR-01238\t0.525\t0.050\t0.687\t0.019\t1.622\t0.042\t6680\t100\t0.243\t0.087\t0.743\t0.099\t0.488\t0.029\t-0.509\t0.077\t\n",
"OGLE-LMC-RRLYR-01239\t0.606\t0.050\t0.709\t0.019\t1.666\t0.042\t6670\t100\t0.153\t0.087\t0.648\t0.098\t0.484\t0.028\t-0.599\t0.078\t\n",
"OGLE-LMC-RRLYR-01240\t0.567\t0.052\t0.710\t0.019\t1.714\t0.042\t6850\t100\t0.075\t0.087\t0.527\t0.098\t0.444\t0.028\t-0.609\t0.079\t\n",
"OGLE-LMC-RRLYR-01249\t0.686\t0.050\t0.756\t0.019\t1.667\t0.042\t6320\t100\t0.139\t0.087\t0.683\t0.099\t0.555\t0.028\t-0.728\t0.077\t\n",
"OGLE-LMC-RRLYR-01252\t0.593\t0.055\t0.755\t0.022\t1.691\t0.047\t6400\t110\t0.052\t0.095\t0.57\t0.11\t0.535\t0.030\t-0.785\t0.086\t\n",
"OGLE-LMC-RRLYR-01253\t0.619\t0.054\t0.725\t0.020\t1.657\t0.043\t6490\t100\t0.175\t0.091\t0.68\t0.10\t0.517\t0.029\t-0.638\t0.082\t\n",
"OGLE-LMC-RRLYR-01265\t0.707\t0.051\t0.787\t0.020\t1.804\t0.042\t6590\t100\t-0.163\t0.088\t0.343\t0.099\t0.504\t0.028\t-0.945\t0.080\t\n",
"OGLE-LMC-RRLYR-01266\t0.655\t0.054\t0.721\t0.020\t1.722\t0.042\t6780\t100\t0.070\t0.088\t0.536\t0.099\t0.461\t0.028\t-0.642\t0.080\t\n",
"OGLE-LMC-RRLYR-01267\t0.631\t0.053\t0.709\t0.020\t1.655\t0.042\t6610\t100\t0.192\t0.088\t0.687\t0.099\t0.495\t0.028\t-0.577\t0.079\t\n",
"OGLE-LMC-RRLYR-01274\t0.720\t0.050\t0.767\t0.019\t1.699\t0.042\t6350\t100\t0.072\t0.087\t0.609\t0.099\t0.549\t0.028\t-0.787\t0.077\t\n",
"OGLE-LMC-RRLYR-01279\t0.649\t0.051\t0.756\t0.019\t1.720\t0.042\t6510\t100\t-0.002\t0.088\t0.517\t0.099\t0.520\t0.028\t-0.807\t0.078\t\n",
"OGLE-LMC-RRLYR-01280\t0.709\t0.051\t0.752\t0.019\t1.675\t0.042\t6360\t100\t0.129\t0.087\t0.656\t0.099\t0.544\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-01285\t0.689\t0.051\t0.761\t0.019\t1.671\t0.042\t6300\t100\t0.112\t0.088\t0.66\t0.10\t0.562\t0.028\t-0.761\t0.078\t\n",
"OGLE-LMC-RRLYR-01287\t0.705\t0.051\t0.762\t0.019\t1.695\t0.042\t6370\t100\t0.082\t0.087\t0.610\t0.099\t0.542\t0.028\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-01289\t0.578\t0.050\t0.659\t0.019\t1.591\t0.042\t6750\t100\t0.288\t0.088\t0.75\t0.10\t0.452\t0.028\t-0.412\t0.077\t\n",
"OGLE-LMC-RRLYR-01290\t0.657\t0.051\t0.726\t0.019\t1.683\t0.042\t6600\t100\t0.124\t0.087\t0.628\t0.098\t0.500\t0.028\t-0.653\t0.078\t\n",
"OGLE-LMC-RRLYR-01291\t0.586\t0.056\t0.742\t0.021\t1.703\t0.043\t6540\t110\t0.015\t0.092\t0.53\t0.10\t0.513\t0.030\t-0.780\t0.086\t\n",
"OGLE-LMC-RRLYR-01293\t0.538\t0.051\t0.679\t0.019\t1.624\t0.042\t6720\t100\t0.272\t0.087\t0.747\t0.099\t0.467\t0.028\t-0.459\t0.078\t\n",
"OGLE-LMC-RRLYR-01296\t0.551\t0.050\t0.727\t0.019\t1.741\t0.042\t6810\t100\t-0.009\t0.087\t0.445\t0.099\t0.448\t0.029\t-0.706\t0.077\t\n",
"OGLE-LMC-RRLYR-01297\t0.687\t0.053\t0.735\t0.020\t1.678\t0.042\t6510\t100\t0.146\t0.088\t0.671\t0.099\t0.518\t0.028\t-0.663\t0.079\t\n",
"OGLE-LMC-RRLYR-01298\t0.679\t0.050\t0.751\t0.019\t1.663\t0.042\t6330\t100\t0.146\t0.087\t0.686\t0.099\t0.551\t0.028\t-0.719\t0.077\t\n",
"OGLE-LMC-RRLYR-01299\t0.562\t0.052\t0.693\t0.019\t1.658\t0.042\t6760\t100\t0.190\t0.087\t0.663\t0.099\t0.462\t0.028\t-0.526\t0.078\t\n",
"OGLE-LMC-RRLYR-01301\t0.625\t0.054\t0.728\t0.021\t1.622\t0.044\t6360\t110\t0.213\t0.092\t0.76\t0.10\t0.549\t0.030\t-0.636\t0.082\t\n",
"OGLE-LMC-RRLYR-01305\t0.729\t0.051\t0.774\t0.019\t1.710\t0.042\t6340\t100\t0.039\t0.087\t0.583\t0.099\t0.553\t0.028\t-0.823\t0.078\t\n",
"OGLE-LMC-RRLYR-01306\t0.678\t0.051\t0.787\t0.019\t1.788\t0.042\t6530\t100\t-0.149\t0.087\t0.371\t0.098\t0.515\t0.028\t-0.951\t0.079\t\n",
"OGLE-LMC-RRLYR-01309\t0.648\t0.051\t0.728\t0.019\t1.675\t0.042\t6550\t100\t0.141\t0.087\t0.644\t0.099\t0.508\t0.028\t-0.649\t0.078\t\n",
"OGLE-LMC-RRLYR-01310\t0.648\t0.051\t0.782\t0.019\t1.795\t0.042\t6600\t100\t-0.169\t0.087\t0.340\t0.099\t0.503\t0.028\t-0.948\t0.079\t\n",
"OGLE-LMC-RRLYR-01325\t0.605\t0.051\t0.723\t0.019\t1.689\t0.042\t6650\t100\t0.096\t0.087\t0.595\t0.099\t0.488\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-01326\t0.687\t0.055\t0.733\t0.020\t1.725\t0.043\t6700\t100\t0.049\t0.089\t0.533\t0.099\t0.477\t0.028\t-0.692\t0.082\t\n",
"OGLE-LMC-RRLYR-01328\t0.675\t0.051\t0.745\t0.020\t1.674\t0.042\t6410\t100\t0.123\t0.088\t0.64\t0.10\t0.535\t0.028\t-0.711\t0.079\t\n",
"OGLE-LMC-RRLYR-01332\t0.650\t0.051\t0.731\t0.019\t1.692\t0.042\t6600\t100\t0.087\t0.087\t0.597\t0.098\t0.502\t0.028\t-0.690\t0.078\t\n",
"OGLE-LMC-RRLYR-01336\t0.653\t0.051\t0.738\t0.019\t1.711\t0.042\t6620\t100\t0.049\t0.087\t0.558\t0.098\t0.498\t0.028\t-0.723\t0.077\t\n",
"OGLE-LMC-RRLYR-01337\t0.736\t0.050\t0.771\t0.019\t1.673\t0.042\t6246\t99\t0.101\t0.088\t0.68\t0.10\t0.580\t0.028\t-0.796\t0.078\t\n",
"OGLE-LMC-RRLYR-01338\t0.642\t0.057\t0.723\t0.020\t1.694\t0.043\t6670\t100\t0.107\t0.088\t0.59\t0.10\t0.483\t0.029\t-0.641\t0.081\t\n",
"OGLE-LMC-RRLYR-01342\t0.544\t0.050\t0.695\t0.019\t1.679\t0.042\t6820\t100\t0.141\t0.087\t0.598\t0.098\t0.448\t0.028\t-0.553\t0.078\t\n",
"OGLE-LMC-RRLYR-01344\t0.654\t0.054\t0.734\t0.020\t1.655\t0.043\t6430\t100\t0.150\t0.088\t0.67\t0.10\t0.535\t0.028\t-0.684\t0.080\t\n",
"OGLE-LMC-RRLYR-01346\t0.610\t0.051\t0.756\t0.020\t1.670\t0.042\t6320\t100\t0.075\t0.088\t0.62\t0.10\t0.557\t0.028\t-0.793\t0.078\t\n",
"OGLE-LMC-RRLYR-01347\t0.703\t0.050\t0.782\t0.019\t1.733\t0.042\t6370\t100\t-0.021\t0.087\t0.514\t0.098\t0.544\t0.028\t-0.869\t0.077\t\n",
"OGLE-LMC-RRLYR-01348\t0.614\t0.050\t0.741\t0.019\t1.628\t0.042\t6310\t100\t0.194\t0.088\t0.74\t0.10\t0.560\t0.028\t-0.680\t0.077\t\n",
"OGLE-LMC-RRLYR-01353\t0.631\t0.050\t0.716\t0.019\t1.669\t0.042\t6620\t100\t0.143\t0.087\t0.650\t0.098\t0.497\t0.028\t-0.627\t0.077\t\n",
"OGLE-LMC-RRLYR-01355\t0.617\t0.050\t0.738\t0.019\t1.646\t0.043\t6400\t100\t0.161\t0.089\t0.69\t0.10\t0.531\t0.029\t-0.666\t0.077\t\n",
"OGLE-LMC-RRLYR-01359\t0.661\t0.058\t0.793\t0.021\t1.738\t0.045\t6290\t100\t-0.090\t0.094\t0.46\t0.10\t0.563\t0.029\t-0.958\t0.087\t\n",
"OGLE-LMC-RRLYR-01360\t0.720\t0.052\t0.805\t0.020\t1.775\t0.042\t6330\t100\t-0.146\t0.088\t0.407\t0.099\t0.556\t0.028\t-1.008\t0.081\t\n",
"OGLE-LMC-RRLYR-01361\t0.615\t0.064\t0.735\t0.024\t1.657\t0.045\t6430\t120\t0.151\t0.095\t0.68\t0.10\t0.534\t0.032\t-0.686\t0.098\t\n",
"OGLE-LMC-RRLYR-01362\t0.628\t0.051\t0.753\t0.019\t1.732\t0.042\t6580\t100\t-0.003\t0.087\t0.505\t0.098\t0.501\t0.028\t-0.782\t0.077\t\n",
"OGLE-LMC-RRLYR-01370\t0.605\t0.050\t0.740\t0.019\t1.681\t0.043\t6520\t100\t0.084\t0.089\t0.58\t0.10\t0.500\t0.029\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-01372\t0.639\t0.054\t0.748\t0.020\t1.743\t0.042\t6660\t100\t-0.018\t0.088\t0.482\t0.099\t0.486\t0.029\t-0.769\t0.081\t\n",
"OGLE-LMC-RRLYR-01374\t0.664\t0.053\t0.736\t0.020\t1.679\t0.042\t6490\t100\t0.120\t0.088\t0.638\t0.099\t0.521\t0.028\t-0.693\t0.080\t\n",
"OGLE-LMC-RRLYR-01376\t0.639\t0.054\t0.717\t0.020\t1.699\t0.042\t6730\t100\t0.097\t0.089\t0.57\t0.10\t0.472\t0.028\t-0.634\t0.081\t\n",
"OGLE-LMC-RRLYR-01379\t0.654\t0.051\t0.722\t0.019\t1.694\t0.042\t6670\t100\t0.105\t0.087\t0.604\t0.098\t0.486\t0.028\t-0.648\t0.079\t\n",
"OGLE-LMC-RRLYR-01380\t0.664\t0.051\t0.758\t0.019\t1.722\t0.042\t6500\t100\t0.010\t0.087\t0.520\t0.099\t0.514\t0.028\t-0.793\t0.078\t\n",
"OGLE-LMC-RRLYR-01381\t0.585\t0.051\t0.708\t0.019\t1.653\t0.042\t6620\t100\t0.174\t0.087\t0.670\t0.099\t0.492\t0.028\t-0.592\t0.079\t\n",
"OGLE-LMC-RRLYR-01383\t0.554\t0.050\t0.676\t0.019\t1.622\t0.042\t6750\t100\t0.274\t0.087\t0.743\t0.099\t0.462\t0.028\t-0.443\t0.077\t\n",
"OGLE-LMC-RRLYR-01386\t0.642\t0.050\t0.778\t0.019\t1.771\t0.042\t6540\t100\t-0.121\t0.087\t0.397\t0.099\t0.515\t0.028\t-0.919\t0.077\t\n",
"OGLE-LMC-RRLYR-01388\t0.595\t0.050\t0.714\t0.019\t1.661\t0.042\t6610\t100\t0.155\t0.087\t0.659\t0.099\t0.496\t0.028\t-0.614\t0.077\t\n",
"OGLE-LMC-RRLYR-01389\t0.612\t0.055\t0.703\t0.020\t1.697\t0.043\t6830\t100\t0.123\t0.089\t0.58\t0.10\t0.451\t0.029\t-0.572\t0.082\t\n",
"OGLE-LMC-RRLYR-01390\t0.703\t0.050\t0.766\t0.019\t1.681\t0.042\t6302\t99\t0.088\t0.087\t0.641\t0.099\t0.560\t0.028\t-0.787\t0.077\t\n",
"OGLE-LMC-RRLYR-01391\t0.643\t0.050\t0.721\t0.019\t1.623\t0.042\t6410\t100\t0.231\t0.088\t0.75\t0.10\t0.539\t0.028\t-0.608\t0.078\t\n",
"OGLE-LMC-RRLYR-01393\t0.565\t0.050\t0.745\t0.019\t1.733\t0.042\t6650\t100\t-0.034\t0.087\t0.466\t0.099\t0.489\t0.028\t-0.792\t0.078\t\n",
"OGLE-LMC-RRLYR-01395\t0.740\t0.050\t0.767\t0.019\t1.681\t0.042\t6290\t100\t0.076\t0.087\t0.659\t0.098\t0.574\t0.028\t-0.802\t0.077\t\n",
"OGLE-LMC-RRLYR-01398\t0.629\t0.051\t0.744\t0.019\t1.731\t0.042\t6640\t100\t-0.005\t0.087\t0.491\t0.099\t0.491\t0.028\t-0.768\t0.078\t\n",
"OGLE-LMC-RRLYR-01401\t0.656\t0.051\t0.756\t0.020\t1.650\t0.042\t6270\t100\t0.151\t0.088\t0.71\t0.10\t0.574\t0.028\t-0.742\t0.078\t\n",
"OGLE-LMC-RRLYR-01402\t0.645\t0.050\t0.789\t0.019\t1.752\t0.042\t6380\t100\t-0.081\t0.087\t0.447\t0.099\t0.539\t0.028\t-0.926\t0.078\t\n",
"OGLE-LMC-RRLYR-01408\t0.636\t0.051\t0.741\t0.019\t1.632\t0.042\t6310\t100\t0.203\t0.088\t0.75\t0.10\t0.563\t0.028\t-0.676\t0.078\t\n",
"OGLE-LMC-RRLYR-01410\t0.669\t0.051\t0.759\t0.020\t1.691\t0.042\t6380\t100\t0.075\t0.088\t0.60\t0.10\t0.541\t0.028\t-0.767\t0.079\t\n",
"OGLE-LMC-RRLYR-01414\t0.592\t0.051\t0.710\t0.019\t1.679\t0.042\t6710\t100\t0.127\t0.087\t0.613\t0.098\t0.474\t0.028\t-0.607\t0.078\t\n",
"OGLE-LMC-RRLYR-01420\t0.747\t0.053\t0.764\t0.020\t1.776\t0.042\t6640\t100\t-0.065\t0.088\t0.431\t0.099\t0.489\t0.028\t-0.826\t0.080\t\n",
"OGLE-LMC-RRLYR-01423\t0.557\t0.055\t0.715\t0.020\t1.714\t0.043\t6810\t100\t0.067\t0.089\t0.53\t0.10\t0.454\t0.028\t-0.631\t0.081\t\n",
"OGLE-LMC-RRLYR-01424\t0.575\t0.052\t0.695\t0.019\t1.671\t0.042\t6800\t100\t0.161\t0.087\t0.627\t0.098\t0.456\t0.028\t-0.544\t0.079\t\n",
"OGLE-LMC-RRLYR-01425\t0.623\t0.052\t0.716\t0.019\t1.686\t0.042\t6690\t100\t0.130\t0.087\t0.619\t0.099\t0.478\t0.028\t-0.610\t0.078\t\n",
"OGLE-LMC-RRLYR-01426\t0.658\t0.053\t0.710\t0.019\t1.694\t0.042\t6760\t100\t0.122\t0.088\t0.600\t0.099\t0.467\t0.028\t-0.602\t0.079\t\n",
"OGLE-LMC-RRLYR-01428\t0.676\t0.051\t0.760\t0.019\t1.718\t0.042\t6470\t100\t0.023\t0.087\t0.540\t0.098\t0.523\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-01429\t0.662\t0.050\t0.771\t0.019\t1.720\t0.044\t6440\t110\t-0.003\t0.091\t0.51\t0.10\t0.521\t0.030\t-0.813\t0.078\t\n",
"OGLE-LMC-RRLYR-01431\t0.616\t0.051\t0.704\t0.019\t1.601\t0.042\t6460\t100\t0.293\t0.088\t0.827\t0.099\t0.534\t0.028\t-0.529\t0.079\t\n",
"OGLE-LMC-RRLYR-01432\t0.653\t0.051\t0.733\t0.019\t1.693\t0.042\t6590\t100\t0.097\t0.087\t0.603\t0.099\t0.501\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-01433\t0.721\t0.049\t0.768\t0.019\t1.666\t0.042\t6229\t99\t0.124\t0.087\t0.693\t0.098\t0.578\t0.028\t-0.784\t0.077\t\n",
"OGLE-LMC-RRLYR-01434\t0.575\t0.051\t0.694\t0.019\t1.623\t0.042\t6590\t100\t0.231\t0.087\t0.751\t0.099\t0.502\t0.028\t-0.546\t0.078\t\n",
"OGLE-LMC-RRLYR-01437\t0.561\t0.051\t0.701\t0.019\t1.685\t0.042\t6800\t100\t0.124\t0.087\t0.588\t0.099\t0.453\t0.029\t-0.575\t0.079\t\n",
"OGLE-LMC-RRLYR-01441\t0.603\t0.053\t0.750\t0.020\t1.692\t0.042\t6450\t100\t0.052\t0.088\t0.573\t0.099\t0.527\t0.028\t-0.769\t0.080\t\n",
"OGLE-LMC-RRLYR-01442\t0.593\t0.052\t0.713\t0.019\t1.661\t0.042\t6610\t100\t0.168\t0.087\t0.666\t0.099\t0.494\t0.028\t-0.596\t0.078\t\n",
"OGLE-LMC-RRLYR-01446\t0.619\t0.057\t0.706\t0.021\t1.677\t0.043\t6720\t100\t0.137\t0.089\t0.62\t0.10\t0.472\t0.029\t-0.597\t0.082\t\n",
"OGLE-LMC-RRLYR-01448\t0.638\t0.051\t0.731\t0.019\t1.690\t0.042\t6600\t100\t0.089\t0.087\t0.600\t0.098\t0.501\t0.028\t-0.690\t0.077\t\n",
"OGLE-LMC-RRLYR-01453\t0.722\t0.051\t0.780\t0.019\t1.743\t0.042\t6410\t100\t-0.041\t0.087\t0.481\t0.099\t0.535\t0.028\t-0.875\t0.078\t\n",
"OGLE-LMC-RRLYR-01460\t0.588\t0.051\t0.732\t0.019\t1.740\t0.042\t6770\t100\t-0.008\t0.088\t0.454\t0.099\t0.461\t0.028\t-0.724\t0.079\t\n",
"OGLE-LMC-RRLYR-01462\t0.668\t0.051\t0.780\t0.020\t1.757\t0.042\t6450\t100\t-0.092\t0.087\t0.426\t0.098\t0.525\t0.028\t-0.907\t0.079\t\n",
"OGLE-LMC-RRLYR-01466\t0.580\t0.050\t0.694\t0.019\t1.627\t0.042\t6650\t100\t0.228\t0.087\t0.731\t0.099\t0.492\t0.028\t-0.533\t0.077\t\n",
"OGLE-LMC-RRLYR-01467\t0.689\t0.050\t0.755\t0.019\t1.660\t0.042\t6314\t99\t0.147\t0.088\t0.695\t0.099\t0.558\t0.028\t-0.726\t0.077\t\n",
"OGLE-LMC-RRLYR-01468\t0.673\t0.050\t0.736\t0.019\t1.719\t0.042\t6660\t100\t0.055\t0.087\t0.547\t0.098\t0.485\t0.028\t-0.698\t0.077\t\n",
"OGLE-LMC-RRLYR-01470\t0.764\t0.051\t0.805\t0.019\t1.792\t0.042\t6400\t100\t-0.149\t0.087\t0.383\t0.098\t0.537\t0.028\t-0.987\t0.078\t\n",
"OGLE-LMC-RRLYR-01471\t0.617\t0.051\t0.743\t0.019\t1.668\t0.042\t6400\t100\t0.112\t0.088\t0.638\t0.099\t0.537\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-01472\t0.701\t0.051\t0.780\t0.019\t1.704\t0.042\t6280\t100\t0.032\t0.088\t0.59\t0.10\t0.565\t0.028\t-0.850\t0.078\t\n",
"OGLE-LMC-RRLYR-01483\t0.579\t0.051\t0.721\t0.019\t1.694\t0.042\t6680\t100\t0.086\t0.087\t0.580\t0.099\t0.479\t0.028\t-0.655\t0.077\t\n",
"OGLE-LMC-RRLYR-01484\t0.550\t0.053\t0.685\t0.020\t1.654\t0.042\t6800\t100\t0.195\t0.088\t0.663\t0.099\t0.454\t0.029\t-0.508\t0.080\t\n",
"OGLE-LMC-RRLYR-01485\t0.559\t0.051\t0.710\t0.019\t1.715\t0.042\t6840\t100\t0.066\t0.087\t0.521\t0.098\t0.444\t0.028\t-0.620\t0.078\t\n",
"OGLE-LMC-RRLYR-01489\t0.636\t0.051\t0.725\t0.019\t1.694\t0.042\t6650\t100\t0.104\t0.087\t0.597\t0.098\t0.486\t0.028\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-01491\t0.639\t0.052\t0.729\t0.020\t1.692\t0.042\t6610\t100\t0.102\t0.088\t0.602\t0.099\t0.495\t0.028\t-0.666\t0.079\t\n",
"OGLE-LMC-RRLYR-01492\t0.550\t0.051\t0.682\t0.019\t1.651\t0.042\t6800\t100\t0.216\t0.088\t0.67\t0.10\t0.442\t0.028\t-0.480\t0.078\t\n",
"OGLE-LMC-RRLYR-01499\t0.578\t0.051\t0.714\t0.019\t1.706\t0.042\t6790\t100\t0.076\t0.087\t0.547\t0.099\t0.461\t0.028\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-01500\t0.751\t0.053\t0.795\t0.020\t1.786\t0.042\t6460\t100\t-0.124\t0.088\t0.397\t0.099\t0.527\t0.028\t-0.946\t0.080\t\n",
"OGLE-LMC-RRLYR-01506\t0.670\t0.051\t0.729\t0.019\t1.699\t0.042\t6630\t100\t0.113\t0.087\t0.606\t0.098\t0.489\t0.028\t-0.647\t0.078\t\n",
"OGLE-LMC-RRLYR-01516\t0.705\t0.052\t0.762\t0.019\t1.740\t0.042\t6540\t100\t-0.022\t0.088\t0.502\t0.099\t0.516\t0.028\t-0.822\t0.079\t\n",
"OGLE-LMC-RRLYR-01518\t0.717\t0.052\t0.759\t0.019\t1.715\t0.042\t6460\t100\t0.043\t0.087\t0.568\t0.099\t0.528\t0.028\t-0.781\t0.079\t\n",
"OGLE-LMC-RRLYR-01521\t0.667\t0.052\t0.763\t0.020\t1.758\t0.042\t6590\t100\t-0.063\t0.087\t0.445\t0.098\t0.501\t0.029\t-0.840\t0.079\t\n",
"OGLE-LMC-RRLYR-01524\t0.620\t0.052\t0.718\t0.019\t1.650\t0.042\t6530\t100\t0.184\t0.087\t0.694\t0.099\t0.513\t0.028\t-0.614\t0.078\t\n",
"OGLE-LMC-RRLYR-01527\t0.605\t0.058\t0.704\t0.021\t1.677\t0.044\t6740\t100\t0.144\t0.090\t0.62\t0.10\t0.467\t0.029\t-0.580\t0.083\t\n",
"OGLE-LMC-RRLYR-01528\t0.675\t0.053\t0.723\t0.020\t1.705\t0.042\t6690\t100\t0.090\t0.088\t0.584\t0.099\t0.481\t0.028\t-0.657\t0.080\t\n",
"OGLE-LMC-RRLYR-01529\t0.595\t0.050\t0.717\t0.019\t1.697\t0.042\t6730\t100\t0.082\t0.087\t0.555\t0.099\t0.471\t0.028\t-0.642\t0.077\t\n",
"OGLE-LMC-RRLYR-01531\t0.711\t0.052\t0.750\t0.020\t1.698\t0.042\t6470\t100\t0.105\t0.089\t0.61\t0.10\t0.521\t0.028\t-0.709\t0.080\t\n",
"OGLE-LMC-RRLYR-01533\t0.560\t0.051\t0.653\t0.019\t1.581\t0.042\t6740\t100\t0.354\t0.088\t0.82\t0.10\t0.461\t0.029\t-0.370\t0.078\t\n",
"OGLE-LMC-RRLYR-01534\t0.689\t0.052\t0.745\t0.020\t1.695\t0.042\t6510\t100\t0.096\t0.087\t0.619\t0.099\t0.519\t0.028\t-0.714\t0.079\t\n",
"OGLE-LMC-RRLYR-01536\t0.648\t0.050\t0.750\t0.019\t1.623\t0.042\t6250\t100\t0.201\t0.088\t0.77\t0.10\t0.582\t0.028\t-0.703\t0.077\t\n",
"OGLE-LMC-RRLYR-01538\t0.577\t0.051\t0.750\t0.019\t1.740\t0.042\t6630\t100\t-0.040\t0.087\t0.453\t0.099\t0.489\t0.028\t-0.802\t0.078\t\n",
"OGLE-LMC-RRLYR-01540\t0.635\t0.054\t0.732\t0.020\t1.672\t0.042\t6520\t100\t0.142\t0.087\t0.666\t0.098\t0.515\t0.029\t-0.658\t0.080\t\n",
"OGLE-LMC-RRLYR-01541\t0.639\t0.051\t0.721\t0.019\t1.691\t0.042\t6670\t100\t0.104\t0.087\t0.598\t0.099\t0.485\t0.028\t-0.645\t0.078\t\n",
"OGLE-LMC-RRLYR-01542\t0.627\t0.052\t0.712\t0.020\t1.684\t0.042\t6710\t100\t0.128\t0.088\t0.613\t0.099\t0.474\t0.029\t-0.605\t0.079\t\n",
"OGLE-LMC-RRLYR-01545\t0.681\t0.051\t0.747\t0.019\t1.676\t0.042\t6410\t100\t0.126\t0.088\t0.644\t0.099\t0.534\t0.028\t-0.708\t0.078\t\n",
"OGLE-LMC-RRLYR-01547\t0.660\t0.052\t0.744\t0.020\t1.686\t0.042\t6470\t110\t0.111\t0.088\t0.628\t0.099\t0.522\t0.029\t-0.704\t0.080\t\n",
"OGLE-LMC-RRLYR-01548\t0.567\t0.049\t0.711\t0.019\t1.705\t0.041\t6800\t100\t0.080\t0.087\t0.540\t0.098\t0.455\t0.028\t-0.626\t0.077\t\n",
"OGLE-LMC-RRLYR-01550\t0.705\t0.050\t0.759\t0.019\t1.690\t0.042\t6370\t100\t0.095\t0.087\t0.630\t0.099\t0.544\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-01551\t0.681\t0.051\t0.756\t0.019\t1.672\t0.042\t6330\t100\t0.120\t0.087\t0.663\t0.099\t0.552\t0.028\t-0.743\t0.078\t\n",
"OGLE-LMC-RRLYR-01558\t0.631\t0.052\t0.725\t0.020\t1.674\t0.042\t6570\t100\t0.131\t0.087\t0.639\t0.099\t0.505\t0.028\t-0.654\t0.079\t\n",
"OGLE-LMC-RRLYR-01560\t0.536\t0.050\t0.674\t0.019\t1.646\t0.042\t6850\t100\t0.225\t0.087\t0.677\t0.098\t0.440\t0.028\t-0.455\t0.077\t\n",
"OGLE-LMC-RRLYR-01565\t0.611\t0.055\t0.754\t0.022\t1.673\t0.043\t6350\t100\t0.101\t0.090\t0.65\t0.10\t0.548\t0.029\t-0.745\t0.084\t\n",
"OGLE-LMC-RRLYR-01572\t0.662\t0.055\t0.735\t0.021\t1.624\t0.045\t6320\t110\t0.212\t0.094\t0.76\t0.11\t0.561\t0.032\t-0.655\t0.084\t\n",
"OGLE-LMC-RRLYR-01575\t0.620\t0.052\t0.742\t0.020\t1.688\t0.042\t6490\t100\t0.078\t0.088\t0.586\t0.099\t0.517\t0.028\t-0.727\t0.079\t\n",
"OGLE-LMC-RRLYR-01577\t0.569\t0.050\t0.726\t0.019\t1.747\t0.041\t6840\t100\t-0.012\t0.087\t0.439\t0.098\t0.445\t0.028\t-0.700\t0.078\t\n",
"OGLE-LMC-RRLYR-01578\t0.603\t0.052\t0.727\t0.020\t1.687\t0.042\t6600\t100\t0.096\t0.088\t0.595\t0.099\t0.495\t0.028\t-0.677\t0.080\t\n",
"OGLE-LMC-RRLYR-01579\t0.591\t0.056\t0.700\t0.021\t1.635\t0.044\t6610\t110\t0.211\t0.090\t0.70\t0.10\t0.495\t0.029\t-0.564\t0.083\t\n",
"OGLE-LMC-RRLYR-01580\t0.686\t0.058\t0.759\t0.023\t1.653\t0.045\t6280\t110\t0.140\t0.093\t0.72\t0.10\t0.579\t0.030\t-0.739\t0.088\t\n",
"OGLE-LMC-RRLYR-01588\t0.700\t0.051\t0.744\t0.019\t1.703\t0.042\t6530\t100\t0.065\t0.087\t0.591\t0.099\t0.516\t0.028\t-0.736\t0.078\t\n",
"OGLE-LMC-RRLYR-01589\t0.698\t0.051\t0.771\t0.019\t1.768\t0.042\t6580\t100\t-0.081\t0.087\t0.435\t0.098\t0.507\t0.028\t-0.867\t0.079\t\n",
"OGLE-LMC-RRLYR-01593\t0.668\t0.050\t0.752\t0.019\t1.651\t0.042\t6300\t100\t0.156\t0.087\t0.712\t0.099\t0.565\t0.028\t-0.725\t0.077\t\n",
"OGLE-LMC-RRLYR-01596\t0.649\t0.051\t0.774\t0.019\t1.796\t0.042\t6660\t100\t-0.156\t0.087\t0.337\t0.099\t0.489\t0.028\t-0.914\t0.078\t\n",
"OGLE-LMC-RRLYR-01597\t0.739\t0.051\t0.796\t0.019\t1.734\t0.042\t6260\t100\t-0.054\t0.087\t0.521\t0.099\t0.574\t0.029\t-0.947\t0.078\t\n",
"OGLE-LMC-RRLYR-01598\t0.605\t0.052\t0.715\t0.019\t1.642\t0.042\t6530\t100\t0.187\t0.088\t0.712\t0.099\t0.517\t0.029\t-0.615\t0.079\t\n",
"OGLE-LMC-RRLYR-01599\t0.571\t0.051\t0.699\t0.019\t1.661\t0.042\t6720\t100\t0.175\t0.087\t0.663\t0.099\t0.470\t0.028\t-0.556\t0.078\t\n",
"OGLE-LMC-RRLYR-01600\t0.615\t0.052\t0.713\t0.019\t1.648\t0.042\t6560\t100\t0.196\t0.087\t0.706\t0.099\t0.508\t0.028\t-0.594\t0.078\t\n",
"OGLE-LMC-RRLYR-01601\t0.619\t0.058\t0.739\t0.021\t1.732\t0.043\t6670\t110\t-0.001\t0.090\t0.48\t0.10\t0.480\t0.031\t-0.750\t0.086\t\n",
"OGLE-LMC-RRLYR-01603\t0.633\t0.051\t0.707\t0.019\t1.662\t0.042\t6650\t100\t0.187\t0.088\t0.662\t0.099\t0.477\t0.028\t-0.563\t0.078\t\n",
"OGLE-LMC-RRLYR-01606\t0.711\t0.053\t0.756\t0.020\t1.692\t0.043\t6400\t100\t0.097\t0.089\t0.62\t0.10\t0.539\t0.029\t-0.742\t0.080\t\n",
"OGLE-LMC-RRLYR-01610\t0.611\t0.051\t0.711\t0.019\t1.680\t0.042\t6700\t100\t0.133\t0.087\t0.621\t0.098\t0.476\t0.028\t-0.606\t0.078\t\n",
"OGLE-LMC-RRLYR-01616\t0.649\t0.050\t0.727\t0.019\t1.691\t0.042\t6620\t100\t0.100\t0.087\t0.600\t0.099\t0.495\t0.028\t-0.670\t0.077\t\n",
"OGLE-LMC-RRLYR-01620\t0.624\t0.051\t0.705\t0.019\t1.656\t0.042\t6660\t100\t0.177\t0.087\t0.678\t0.099\t0.490\t0.029\t-0.581\t0.079\t\n",
"OGLE-LMC-RRLYR-01624\t0.642\t0.050\t0.801\t0.019\t1.757\t0.042\t6310\t100\t-0.116\t0.087\t0.433\t0.099\t0.555\t0.028\t-0.984\t0.078\t\n",
"OGLE-LMC-RRLYR-01631\t0.724\t0.051\t0.760\t0.019\t1.680\t0.042\t6340\t100\t0.116\t0.088\t0.668\t0.099\t0.552\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-01632\t0.551\t0.050\t0.645\t0.019\t1.591\t0.042\t6830\t100\t0.311\t0.088\t0.76\t0.10\t0.437\t0.028\t-0.376\t0.077\t\n",
"OGLE-LMC-RRLYR-01633\t0.659\t0.051\t0.791\t0.019\t1.792\t0.042\t6520\t100\t-0.180\t0.087\t0.346\t0.099\t0.521\t0.028\t-0.987\t0.078\t\n",
"OGLE-LMC-RRLYR-01635\t0.617\t0.051\t0.720\t0.019\t1.659\t0.042\t6550\t100\t0.177\t0.088\t0.688\t0.099\t0.508\t0.028\t-0.615\t0.078\t\n",
"OGLE-LMC-RRLYR-01638\t0.583\t0.050\t0.717\t0.019\t1.667\t0.042\t6610\t100\t0.131\t0.087\t0.643\t0.098\t0.499\t0.028\t-0.639\t0.077\t\n",
"OGLE-LMC-RRLYR-01642\t0.625\t0.050\t0.760\t0.019\t1.707\t0.043\t6450\t100\t0.021\t0.089\t0.53\t0.10\t0.515\t0.029\t-0.784\t0.077\t\n",
"OGLE-LMC-RRLYR-01645\t0.624\t0.051\t0.720\t0.019\t1.691\t0.042\t6680\t100\t0.100\t0.087\t0.592\t0.099\t0.482\t0.028\t-0.646\t0.077\t\n",
"OGLE-LMC-RRLYR-01649\t0.614\t0.054\t0.697\t0.020\t1.679\t0.042\t6790\t100\t0.154\t0.088\t0.627\t0.099\t0.457\t0.028\t-0.553\t0.081\t\n",
"OGLE-LMC-RRLYR-01651\t0.638\t0.050\t0.752\t0.019\t1.648\t0.042\t6300\t100\t0.156\t0.088\t0.71\t0.10\t0.566\t0.028\t-0.725\t0.077\t\n",
"OGLE-LMC-RRLYR-01653\t0.649\t0.050\t0.767\t0.019\t1.774\t0.042\t6640\t100\t-0.108\t0.087\t0.390\t0.099\t0.495\t0.028\t-0.875\t0.078\t\n",
"OGLE-LMC-RRLYR-01658\t0.712\t0.053\t0.748\t0.020\t1.718\t0.042\t6560\t100\t0.037\t0.088\t0.555\t0.099\t0.512\t0.028\t-0.758\t0.079\t\n",
"OGLE-LMC-RRLYR-01659\t0.669\t0.051\t0.737\t0.019\t1.714\t0.042\t6620\t100\t0.039\t0.088\t0.52\t0.10\t0.477\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-01660\t0.628\t0.050\t0.742\t0.019\t1.637\t0.042\t6320\t100\t0.169\t0.088\t0.72\t0.10\t0.556\t0.028\t-0.698\t0.077\t\n",
"OGLE-LMC-RRLYR-01664\t0.605\t0.050\t0.738\t0.019\t1.716\t0.042\t6650\t100\t0.017\t0.087\t0.518\t0.099\t0.491\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-01666\t0.580\t0.052\t0.702\t0.020\t1.639\t0.042\t6610\t100\t0.211\t0.087\t0.711\t0.098\t0.495\t0.028\t-0.558\t0.078\t\n",
"OGLE-LMC-RRLYR-01668\t0.617\t0.052\t0.713\t0.019\t1.640\t0.042\t6530\t100\t0.218\t0.087\t0.726\t0.099\t0.511\t0.028\t-0.577\t0.078\t\n",
"OGLE-LMC-RRLYR-01669\t0.603\t0.052\t0.706\t0.020\t1.694\t0.042\t6780\t100\t0.112\t0.088\t0.581\t0.098\t0.458\t0.029\t-0.598\t0.080\t\n",
"OGLE-LMC-RRLYR-01673\t0.600\t0.050\t0.732\t0.019\t1.634\t0.043\t6400\t100\t0.188\t0.089\t0.72\t0.10\t0.535\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-01675\t0.646\t0.053\t0.729\t0.020\t1.699\t0.042\t6640\t100\t0.088\t0.087\t0.587\t0.099\t0.490\t0.028\t-0.672\t0.079\t\n",
"OGLE-LMC-RRLYR-01677\t0.591\t0.053\t0.701\t0.020\t1.672\t0.042\t6750\t100\t0.150\t0.087\t0.627\t0.099\t0.465\t0.028\t-0.571\t0.079\t\n",
"OGLE-LMC-RRLYR-01678\t0.655\t0.055\t0.792\t0.022\t1.749\t0.044\t6350\t110\t-0.081\t0.092\t0.46\t0.10\t0.551\t0.029\t-0.939\t0.086\t\n",
"OGLE-LMC-RRLYR-01681\t0.648\t0.050\t0.825\t0.019\t1.840\t0.044\t6430\t110\t-0.308\t0.091\t0.20\t0.11\t0.513\t0.030\t-1.108\t0.078\t\n",
"OGLE-LMC-RRLYR-01682\t0.726\t0.051\t0.771\t0.019\t1.716\t0.042\t6380\t100\t0.047\t0.087\t0.574\t0.099\t0.539\t0.028\t-0.796\t0.078\t\n",
"OGLE-LMC-RRLYR-01685\t0.620\t0.051\t0.719\t0.019\t1.674\t0.042\t6630\t100\t0.125\t0.087\t0.633\t0.099\t0.495\t0.028\t-0.642\t0.078\t\n",
"OGLE-LMC-RRLYR-01687\t0.622\t0.053\t0.721\t0.020\t1.657\t0.042\t6540\t100\t0.158\t0.088\t0.677\t0.099\t0.513\t0.028\t-0.635\t0.079\t\n",
"OGLE-LMC-RRLYR-01689\t0.632\t0.051\t0.746\t0.019\t1.709\t0.042\t6530\t100\t0.037\t0.087\t0.550\t0.099\t0.511\t0.028\t-0.758\t0.079\t\n",
"OGLE-LMC-RRLYR-01692\t0.710\t0.051\t0.811\t0.020\t1.802\t0.042\t6400\t100\t-0.203\t0.088\t0.334\t0.099\t0.540\t0.028\t-1.038\t0.079\t\n",
"OGLE-LMC-RRLYR-01700\t0.752\t0.051\t0.786\t0.019\t1.769\t0.042\t6460\t100\t-0.089\t0.087\t0.446\t0.098\t0.531\t0.028\t-0.917\t0.078\t\n",
"OGLE-LMC-RRLYR-01702\t0.663\t0.052\t0.730\t0.019\t1.681\t0.042\t6560\t100\t0.141\t0.087\t0.653\t0.099\t0.506\t0.028\t-0.644\t0.078\t\n",
"OGLE-LMC-RRLYR-01705\t0.691\t0.051\t0.790\t0.020\t1.764\t0.042\t6410\t100\t-0.116\t0.088\t0.421\t0.099\t0.541\t0.029\t-0.954\t0.080\t\n",
"OGLE-LMC-RRLYR-01706\t0.710\t0.051\t0.759\t0.019\t1.717\t0.042\t6470\t100\t0.045\t0.087\t0.567\t0.099\t0.525\t0.028\t-0.772\t0.079\t\n",
"OGLE-LMC-RRLYR-01711\t0.714\t0.051\t0.764\t0.019\t1.708\t0.042\t6410\t100\t0.059\t0.087\t0.585\t0.099\t0.536\t0.028\t-0.775\t0.078\t\n",
"OGLE-LMC-RRLYR-01713\t0.616\t0.051\t0.713\t0.019\t1.671\t0.042\t6650\t100\t0.175\t0.087\t0.665\t0.099\t0.482\t0.028\t-0.573\t0.078\t\n",
"OGLE-LMC-RRLYR-01716\t0.658\t0.052\t0.728\t0.019\t1.697\t0.042\t6630\t100\t0.089\t0.087\t0.594\t0.099\t0.494\t0.028\t-0.676\t0.078\t\n",
"OGLE-LMC-RRLYR-01717\t0.584\t0.051\t0.763\t0.019\t1.756\t0.042\t6590\t100\t-0.103\t0.087\t0.400\t0.099\t0.500\t0.028\t-0.874\t0.078\t\n",
"OGLE-LMC-RRLYR-01719\t0.642\t0.051\t0.748\t0.019\t1.615\t0.043\t6203\t99\t0.209\t0.088\t0.79\t0.10\t0.586\t0.028\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-01720\t0.671\t0.051\t0.744\t0.019\t1.707\t0.042\t6550\t100\t0.050\t0.087\t0.565\t0.098\t0.510\t0.028\t-0.747\t0.078\t\n",
"OGLE-LMC-RRLYR-01721\t0.668\t0.053\t0.724\t0.020\t1.664\t0.043\t6550\t100\t0.145\t0.088\t0.67\t0.10\t0.516\t0.028\t-0.652\t0.079\t\n",
"OGLE-LMC-RRLYR-01722\t0.627\t0.051\t0.709\t0.019\t1.693\t0.042\t6770\t100\t0.122\t0.087\t0.594\t0.099\t0.464\t0.028\t-0.596\t0.078\t\n",
"OGLE-LMC-RRLYR-01725\t0.564\t0.051\t0.704\t0.019\t1.659\t0.042\t6680\t100\t0.159\t0.087\t0.656\t0.098\t0.481\t0.028\t-0.583\t0.078\t\n",
"OGLE-LMC-RRLYR-01727\t0.555\t0.050\t0.707\t0.019\t1.685\t0.042\t6760\t100\t0.113\t0.087\t0.586\t0.098\t0.462\t0.028\t-0.603\t0.077\t\n",
"OGLE-LMC-RRLYR-01730\t0.634\t0.051\t0.722\t0.019\t1.683\t0.042\t6630\t100\t0.113\t0.087\t0.616\t0.098\t0.493\t0.028\t-0.652\t0.077\t\n",
"OGLE-LMC-RRLYR-01732\t0.715\t0.052\t0.762\t0.020\t1.699\t0.042\t6380\t100\t0.071\t0.088\t0.611\t0.099\t0.545\t0.028\t-0.779\t0.079\t\n",
"OGLE-LMC-RRLYR-01733\t0.727\t0.051\t0.756\t0.019\t1.726\t0.042\t6530\t100\t0.060\t0.089\t0.55\t0.10\t0.505\t0.028\t-0.731\t0.079\t\n",
"OGLE-LMC-RRLYR-01734\t0.667\t0.051\t0.750\t0.019\t1.685\t0.042\t6430\t100\t0.107\t0.087\t0.625\t0.099\t0.530\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-01735\t0.629\t0.051\t0.725\t0.019\t1.632\t0.042\t6420\t100\t0.229\t0.088\t0.744\t0.099\t0.530\t0.028\t-0.603\t0.078\t\n",
"OGLE-LMC-RRLYR-01741\t0.621\t0.050\t0.733\t0.019\t1.616\t0.042\t6310\t100\t0.239\t0.088\t0.78\t0.10\t0.561\t0.028\t-0.643\t0.077\t\n",
"OGLE-LMC-RRLYR-01762\t0.743\t0.052\t0.769\t0.020\t1.698\t0.043\t6320\t100\t0.064\t0.089\t0.60\t0.10\t0.555\t0.028\t-0.804\t0.080\t\n",
"OGLE-LMC-RRLYR-01767\t0.710\t0.051\t0.760\t0.019\t1.720\t0.042\t6470\t100\t0.038\t0.087\t0.565\t0.099\t0.525\t0.028\t-0.784\t0.078\t\n",
"OGLE-LMC-RRLYR-01769\t0.636\t0.051\t0.727\t0.019\t1.691\t0.042\t6630\t100\t0.088\t0.087\t0.592\t0.098\t0.495\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-01777\t0.645\t0.050\t0.751\t0.019\t1.640\t0.042\t6270\t100\t0.163\t0.088\t0.72\t0.10\t0.572\t0.028\t-0.728\t0.077\t\n",
"OGLE-LMC-RRLYR-01778\t0.585\t0.053\t0.687\t0.020\t1.664\t0.042\t6820\t100\t0.189\t0.088\t0.653\t0.099\t0.452\t0.029\t-0.509\t0.081\t\n",
"OGLE-LMC-RRLYR-01779\t0.750\t0.050\t0.800\t0.019\t1.750\t0.043\t6310\t100\t-0.059\t0.089\t0.48\t0.10\t0.553\t0.029\t-0.927\t0.077\t\n",
"OGLE-LMC-RRLYR-01781\t0.652\t0.052\t0.752\t0.020\t1.711\t0.042\t6500\t100\t0.028\t0.088\t0.54\t0.10\t0.521\t0.029\t-0.781\t0.079\t\n",
"OGLE-LMC-RRLYR-01783\t0.749\t0.051\t0.770\t0.019\t1.724\t0.042\t6410\t100\t0.019\t0.087\t0.563\t0.099\t0.542\t0.028\t-0.830\t0.078\t\n",
"OGLE-LMC-RRLYR-01788\t0.569\t0.050\t0.653\t0.019\t1.589\t0.042\t6770\t100\t0.339\t0.088\t0.78\t0.10\t0.443\t0.029\t-0.358\t0.078\t\n",
"OGLE-LMC-RRLYR-01789\t0.609\t0.051\t0.755\t0.019\t1.772\t0.042\t6720\t100\t-0.098\t0.087\t0.382\t0.099\t0.474\t0.028\t-0.834\t0.078\t\n",
"OGLE-LMC-RRLYR-01793\t0.664\t0.050\t0.750\t0.019\t1.648\t0.043\t6310\t100\t0.152\t0.089\t0.70\t0.10\t0.557\t0.028\t-0.717\t0.077\t\n",
"OGLE-LMC-RRLYR-01795\t0.674\t0.054\t0.728\t0.020\t1.661\t0.043\t6490\t100\t0.152\t0.088\t0.67\t0.10\t0.524\t0.028\t-0.664\t0.080\t\n",
"OGLE-LMC-RRLYR-01796\t0.576\t0.051\t0.674\t0.019\t1.559\t0.042\t6530\t100\t0.371\t0.089\t0.88\t0.10\t0.510\t0.028\t-0.425\t0.078\t\n",
"OGLE-LMC-RRLYR-01799\t0.646\t0.051\t0.789\t0.019\t1.727\t0.042\t6298\t99\t-0.050\t0.088\t0.51\t0.10\t0.562\t0.028\t-0.923\t0.078\t\n",
"OGLE-LMC-RRLYR-01806\t0.643\t0.050\t0.749\t0.019\t1.659\t0.042\t6340\t100\t0.145\t0.087\t0.684\t0.099\t0.551\t0.028\t-0.719\t0.078\t\n",
"OGLE-LMC-RRLYR-01810\t0.567\t0.063\t0.693\t0.025\t1.612\t0.046\t6570\t110\t0.282\t0.096\t0.78\t0.10\t0.503\t0.031\t-0.506\t0.095\t\n",
"OGLE-LMC-RRLYR-01811\t0.600\t0.052\t0.714\t0.020\t1.649\t0.042\t6550\t100\t0.177\t0.088\t0.687\t0.099\t0.508\t0.028\t-0.612\t0.079\t\n",
"OGLE-LMC-RRLYR-01812\t0.644\t0.051\t0.762\t0.019\t1.776\t0.042\t6680\t100\t-0.094\t0.087\t0.401\t0.098\t0.484\t0.028\t-0.844\t0.079\t\n",
"OGLE-LMC-RRLYR-01814\t0.688\t0.050\t0.756\t0.019\t1.669\t0.042\t6324\t99\t0.121\t0.087\t0.666\t0.099\t0.555\t0.028\t-0.744\t0.077\t\n",
"OGLE-LMC-RRLYR-01815\t0.671\t0.051\t0.732\t0.019\t1.681\t0.042\t6550\t100\t0.107\t0.087\t0.628\t0.099\t0.514\t0.028\t-0.693\t0.078\t\n",
"OGLE-LMC-RRLYR-01817\t0.720\t0.051\t0.762\t0.019\t1.692\t0.042\t6360\t100\t0.088\t0.087\t0.622\t0.099\t0.547\t0.028\t-0.766\t0.078\t\n",
"OGLE-LMC-RRLYR-01818\t0.662\t0.052\t0.767\t0.020\t1.755\t0.042\t6550\t100\t-0.065\t0.088\t0.439\t0.099\t0.506\t0.028\t-0.849\t0.079\t\n",
"OGLE-LMC-RRLYR-01825\t0.605\t0.052\t0.710\t0.019\t1.678\t0.042\t6700\t100\t0.132\t0.087\t0.620\t0.099\t0.477\t0.028\t-0.607\t0.078\t\n",
"OGLE-LMC-RRLYR-01828\t0.588\t0.050\t0.725\t0.019\t1.690\t0.042\t6630\t100\t0.087\t0.087\t0.581\t0.099\t0.491\t0.028\t-0.675\t0.077\t\n",
"OGLE-LMC-RRLYR-01829\t0.622\t0.052\t0.728\t0.020\t1.705\t0.043\t6670\t100\t0.059\t0.089\t0.54\t0.10\t0.486\t0.028\t-0.694\t0.079\t\n",
"OGLE-LMC-RRLYR-01830\t0.677\t0.051\t0.741\t0.019\t1.704\t0.042\t6560\t100\t0.071\t0.087\t0.585\t0.099\t0.508\t0.028\t-0.720\t0.078\t\n",
"OGLE-LMC-RRLYR-01834\t0.562\t0.053\t0.686\t0.020\t1.580\t0.043\t6520\t100\t0.323\t0.090\t0.84\t0.10\t0.522\t0.029\t-0.481\t0.082\t\n",
"OGLE-LMC-RRLYR-01835\t0.703\t0.056\t0.745\t0.021\t1.724\t0.043\t6590\t100\t0.031\t0.089\t0.553\t0.099\t0.504\t0.029\t-0.753\t0.082\t\n",
"OGLE-LMC-RRLYR-01836\t0.610\t0.051\t0.748\t0.020\t1.763\t0.042\t6730\t110\t-0.069\t0.088\t0.402\t0.099\t0.469\t0.030\t-0.799\t0.081\t\n",
"OGLE-LMC-RRLYR-01837\t0.648\t0.052\t0.730\t0.020\t1.679\t0.042\t6550\t100\t0.126\t0.087\t0.637\t0.099\t0.510\t0.028\t-0.667\t0.079\t\n",
"OGLE-LMC-RRLYR-01839\t0.646\t0.051\t0.755\t0.020\t1.672\t0.042\t6350\t100\t0.099\t0.087\t0.643\t0.099\t0.551\t0.029\t-0.759\t0.078\t\n",
"OGLE-LMC-RRLYR-01844\t0.643\t0.051\t0.711\t0.019\t1.660\t0.042\t6610\t100\t0.192\t0.088\t0.67\t0.10\t0.485\t0.028\t-0.570\t0.078\t\n",
"OGLE-LMC-RRLYR-01848\t0.666\t0.050\t0.784\t0.019\t1.732\t0.042\t6360\t100\t-0.033\t0.087\t0.500\t0.099\t0.544\t0.028\t-0.889\t0.077\t\n",
"OGLE-LMC-RRLYR-01849\t0.654\t0.052\t0.735\t0.019\t1.673\t0.042\t6470\t100\t0.118\t0.087\t0.640\t0.099\t0.525\t0.028\t-0.702\t0.078\t\n",
"OGLE-LMC-RRLYR-01852\t0.582\t0.051\t0.696\t0.019\t1.671\t0.042\t6780\t100\t0.167\t0.087\t0.636\t0.098\t0.459\t0.028\t-0.544\t0.078\t\n",
"OGLE-LMC-RRLYR-01857\t0.676\t0.051\t0.761\t0.019\t1.744\t0.042\t6570\t100\t-0.034\t0.087\t0.479\t0.099\t0.507\t0.028\t-0.821\t0.078\t\n",
"OGLE-LMC-RRLYR-01861\t0.591\t0.055\t0.713\t0.020\t1.715\t0.043\t6810\t100\t0.070\t0.089\t0.53\t0.10\t0.451\t0.029\t-0.627\t0.082\t\n",
"OGLE-LMC-RRLYR-01863\t0.727\t0.051\t0.794\t0.020\t1.769\t0.042\t6390\t100\t-0.115\t0.088\t0.421\t0.099\t0.542\t0.028\t-0.959\t0.080\t\n",
"OGLE-LMC-RRLYR-01866\t0.639\t0.052\t0.742\t0.019\t1.704\t0.042\t6540\t100\t0.052\t0.088\t0.561\t0.099\t0.511\t0.028\t-0.742\t0.079\t\n",
"OGLE-LMC-RRLYR-01870\t0.662\t0.051\t0.757\t0.019\t1.681\t0.042\t6370\t100\t0.108\t0.087\t0.643\t0.099\t0.543\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-01873\t0.635\t0.050\t0.737\t0.019\t1.672\t0.042\t6480\t100\t0.072\t0.088\t0.59\t0.10\t0.519\t0.029\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-01875\t0.630\t0.051\t0.712\t0.019\t1.667\t0.042\t6640\t100\t0.154\t0.087\t0.651\t0.099\t0.491\t0.028\t-0.607\t0.078\t\n",
"OGLE-LMC-RRLYR-01879\t0.694\t0.051\t0.787\t0.019\t1.773\t0.045\t6510\t110\t-0.114\t0.093\t0.38\t0.11\t0.499\t0.031\t-0.886\t0.078\t\n",
"OGLE-LMC-RRLYR-01882\t0.657\t0.059\t0.748\t0.022\t1.695\t0.044\t6470\t110\t0.088\t0.090\t0.60\t0.10\t0.522\t0.030\t-0.722\t0.086\t\n",
"OGLE-LMC-RRLYR-01883\t0.678\t0.051\t0.747\t0.019\t1.702\t0.042\t6510\t100\t0.079\t0.087\t0.595\t0.098\t0.517\t0.028\t-0.727\t0.078\t\n",
"OGLE-LMC-RRLYR-01884\t0.646\t0.051\t0.740\t0.019\t1.681\t0.042\t6480\t100\t0.113\t0.087\t0.637\t0.099\t0.521\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-01885\t0.685\t0.050\t0.763\t0.019\t1.683\t0.043\t6340\t100\t0.078\t0.089\t0.62\t0.10\t0.548\t0.029\t-0.776\t0.077\t\n",
"OGLE-LMC-RRLYR-01887\t0.558\t0.052\t0.673\t0.020\t1.633\t0.042\t6810\t100\t0.254\t0.087\t0.718\t0.098\t0.452\t0.028\t-0.447\t0.079\t\n",
"OGLE-LMC-RRLYR-01888\t0.621\t0.051\t0.726\t0.019\t1.724\t0.042\t6740\t100\t0.029\t0.088\t0.495\t0.099\t0.465\t0.028\t-0.694\t0.079\t\n",
"OGLE-LMC-RRLYR-01893\t0.594\t0.057\t0.712\t0.021\t1.704\t0.043\t6750\t110\t0.078\t0.089\t0.54\t0.10\t0.459\t0.030\t-0.638\t0.083\t\n",
"OGLE-LMC-RRLYR-01894\t0.642\t0.052\t0.725\t0.020\t1.687\t0.042\t6620\t100\t0.133\t0.087\t0.628\t0.099\t0.491\t0.028\t-0.632\t0.079\t\n",
"OGLE-LMC-RRLYR-01898\t0.627\t0.051\t0.739\t0.020\t1.662\t0.042\t6410\t100\t0.122\t0.088\t0.64\t0.10\t0.537\t0.028\t-0.712\t0.079\t\n",
"OGLE-LMC-RRLYR-01899\t0.686\t0.050\t0.740\t0.019\t1.679\t0.042\t6470\t100\t0.119\t0.087\t0.644\t0.098\t0.527\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-01900\t0.703\t0.055\t0.761\t0.020\t1.741\t0.043\t6550\t100\t-0.022\t0.088\t0.498\t0.099\t0.512\t0.028\t-0.816\t0.080\t\n",
"OGLE-LMC-RRLYR-01902\t0.648\t0.053\t0.730\t0.020\t1.623\t0.042\t6340\t110\t0.232\t0.087\t0.781\t0.099\t0.553\t0.029\t-0.631\t0.080\t\n",
"OGLE-LMC-RRLYR-01908\t0.674\t0.050\t0.736\t0.019\t1.681\t0.042\t6520\t100\t0.137\t0.087\t0.661\t0.099\t0.517\t0.028\t-0.667\t0.077\t\n",
"OGLE-LMC-RRLYR-01913\t0.683\t0.051\t0.731\t0.019\t1.705\t0.042\t6640\t100\t0.084\t0.087\t0.582\t0.099\t0.491\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-01914\t0.625\t0.050\t0.740\t0.019\t1.629\t0.042\t6330\t100\t0.180\t0.089\t0.73\t0.10\t0.555\t0.028\t-0.681\t0.077\t\n",
"OGLE-LMC-RRLYR-01916\t0.596\t0.053\t0.711\t0.020\t1.681\t0.042\t6710\t100\t0.124\t0.088\t0.61\t0.10\t0.474\t0.029\t-0.611\t0.080\t\n",
"OGLE-LMC-RRLYR-01918\t0.593\t0.051\t0.677\t0.019\t1.601\t0.042\t6650\t100\t0.288\t0.088\t0.78\t0.10\t0.477\t0.029\t-0.457\t0.078\t\n",
"OGLE-LMC-RRLYR-01919\t0.534\t0.050\t0.684\t0.019\t1.668\t0.041\t6860\t100\t0.172\t0.087\t0.623\t0.098\t0.439\t0.028\t-0.509\t0.077\t\n",
"OGLE-LMC-RRLYR-01920\t0.671\t0.052\t0.759\t0.020\t1.717\t0.043\t6470\t100\t0.007\t0.088\t0.53\t0.10\t0.530\t0.028\t-0.812\t0.079\t\n",
"OGLE-LMC-RRLYR-01921\t0.665\t0.052\t0.740\t0.020\t1.713\t0.042\t6620\t100\t0.061\t0.087\t0.563\t0.099\t0.495\t0.028\t-0.706\t0.079\t\n",
"OGLE-LMC-RRLYR-01926\t0.660\t0.053\t0.774\t0.020\t1.761\t0.042\t6520\t100\t-0.092\t0.088\t0.432\t0.099\t0.516\t0.029\t-0.894\t0.081\t\n",
"OGLE-LMC-RRLYR-01934\t0.621\t0.051\t0.736\t0.019\t1.630\t0.043\t6350\t100\t0.191\t0.089\t0.73\t0.10\t0.547\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-01935\t0.648\t0.051\t0.731\t0.019\t1.699\t0.042\t6610\t100\t0.105\t0.087\t0.597\t0.099\t0.491\t0.028\t-0.659\t0.079\t\n",
"OGLE-LMC-RRLYR-01939\t0.691\t0.050\t0.765\t0.019\t1.685\t0.042\t6320\t100\t0.080\t0.087\t0.628\t0.099\t0.558\t0.028\t-0.789\t0.077\t\n",
"OGLE-LMC-RRLYR-01943\t0.637\t0.052\t0.723\t0.020\t1.645\t0.042\t6470\t100\t0.194\t0.088\t0.708\t0.099\t0.523\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-01952\t0.724\t0.051\t0.745\t0.020\t1.670\t0.042\t6400\t100\t0.135\t0.088\t0.68\t0.10\t0.544\t0.028\t-0.708\t0.079\t\n",
"OGLE-LMC-RRLYR-01953\t0.702\t0.050\t0.790\t0.019\t1.762\t0.042\t6410\t100\t-0.085\t0.087\t0.433\t0.099\t0.532\t0.028\t-0.918\t0.078\t\n",
"OGLE-LMC-RRLYR-01954\t0.766\t0.050\t0.775\t0.019\t1.646\t0.042\t6120\t100\t0.147\t0.088\t0.760\t0.099\t0.613\t0.028\t-0.797\t0.078\t\n",
"OGLE-LMC-RRLYR-01957\t0.658\t0.051\t0.757\t0.019\t1.754\t0.042\t6630\t100\t-0.053\t0.087\t0.455\t0.099\t0.496\t0.028\t-0.824\t0.078\t\n",
"OGLE-LMC-RRLYR-01958\t0.612\t0.051\t0.757\t0.019\t1.696\t0.042\t6410\t100\t0.034\t0.087\t0.566\t0.099\t0.536\t0.028\t-0.798\t0.078\t\n",
"OGLE-LMC-RRLYR-01961\t0.679\t0.050\t0.758\t0.019\t1.663\t0.042\t6290\t100\t0.128\t0.088\t0.681\t0.099\t0.562\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-01962\t0.649\t0.050\t0.775\t0.019\t1.712\t0.043\t6370\t100\t-0.007\t0.090\t0.53\t0.10\t0.543\t0.029\t-0.849\t0.078\t\n",
"OGLE-LMC-RRLYR-01963\t0.614\t0.051\t0.706\t0.019\t1.648\t0.042\t6620\t100\t0.205\t0.088\t0.69\t0.10\t0.485\t0.028\t-0.546\t0.079\t\n",
"OGLE-LMC-RRLYR-01964\t0.591\t0.052\t0.723\t0.020\t1.686\t0.042\t6630\t100\t0.106\t0.088\t0.599\t0.099\t0.488\t0.028\t-0.651\t0.079\t\n",
"OGLE-LMC-RRLYR-01965\t0.604\t0.053\t0.801\t0.020\t1.825\t0.042\t6560\t100\t-0.263\t0.088\t0.255\t0.099\t0.509\t0.029\t-1.048\t0.082\t\n",
"OGLE-LMC-RRLYR-01966\t0.644\t0.051\t0.727\t0.019\t1.682\t0.042\t6580\t100\t0.144\t0.087\t0.641\t0.099\t0.498\t0.028\t-0.630\t0.078\t\n",
"OGLE-LMC-RRLYR-01967\t0.645\t0.052\t0.725\t0.020\t1.667\t0.042\t6530\t100\t0.162\t0.088\t0.670\t0.099\t0.511\t0.028\t-0.635\t0.079\t\n",
"OGLE-LMC-RRLYR-01968\t0.674\t0.055\t0.739\t0.020\t1.671\t0.044\t6440\t100\t0.110\t0.090\t0.63\t0.10\t0.534\t0.028\t-0.717\t0.081\t\n",
"OGLE-LMC-RRLYR-01973\t0.572\t0.053\t0.676\t0.019\t1.602\t0.042\t6670\t100\t0.305\t0.088\t0.78\t0.10\t0.483\t0.028\t-0.442\t0.079\t\n",
"OGLE-LMC-RRLYR-01975\t0.599\t0.050\t0.762\t0.019\t1.683\t0.042\t6320\t100\t0.046\t0.088\t0.59\t0.10\t0.554\t0.029\t-0.819\t0.078\t\n",
"OGLE-LMC-RRLYR-01976\t0.597\t0.051\t0.720\t0.020\t1.623\t0.042\t6420\t100\t0.230\t0.088\t0.754\t0.099\t0.534\t0.028\t-0.606\t0.079\t\n",
"OGLE-LMC-RRLYR-01977\t0.657\t0.052\t0.736\t0.020\t1.689\t0.042\t6540\t100\t0.115\t0.089\t0.62\t0.10\t0.507\t0.028\t-0.679\t0.080\t\n",
"OGLE-LMC-RRLYR-01980\t0.615\t0.051\t0.734\t0.019\t1.627\t0.042\t6330\t100\t0.202\t0.088\t0.75\t0.10\t0.556\t0.028\t-0.659\t0.078\t\n",
"OGLE-LMC-RRLYR-01981\t0.582\t0.051\t0.705\t0.019\t1.667\t0.042\t6700\t100\t0.172\t0.087\t0.656\t0.098\t0.474\t0.028\t-0.563\t0.078\t\n",
"OGLE-LMC-RRLYR-01983\t0.616\t0.050\t0.737\t0.019\t1.640\t0.042\t6390\t100\t0.174\t0.088\t0.71\t0.10\t0.539\t0.028\t-0.663\t0.077\t\n",
"OGLE-LMC-RRLYR-01985\t0.612\t0.051\t0.726\t0.019\t1.674\t0.042\t6570\t100\t0.142\t0.087\t0.654\t0.098\t0.503\t0.028\t-0.639\t0.078\t\n",
"OGLE-LMC-RRLYR-01987\t0.524\t0.050\t0.674\t0.019\t1.631\t0.042\t6780\t100\t0.243\t0.087\t0.711\t0.099\t0.451\t0.028\t-0.464\t0.077\t\n",
"OGLE-LMC-RRLYR-01988\t0.558\t0.050\t0.711\t0.019\t1.712\t0.041\t6830\t100\t0.068\t0.087\t0.520\t0.098\t0.449\t0.028\t-0.628\t0.078\t\n",
"OGLE-LMC-RRLYR-01990\t0.665\t0.052\t0.725\t0.020\t1.662\t0.042\t6510\t100\t0.168\t0.088\t0.666\t0.099\t0.508\t0.028\t-0.631\t0.079\t\n",
"OGLE-LMC-RRLYR-01993\t0.674\t0.050\t0.777\t0.019\t1.729\t0.042\t6390\t100\t-0.041\t0.087\t0.521\t0.098\t0.547\t0.028\t-0.886\t0.078\t\n",
"OGLE-LMC-RRLYR-01995\t0.687\t0.050\t0.792\t0.019\t1.758\t0.042\t6380\t100\t-0.095\t0.087\t0.443\t0.099\t0.543\t0.028\t-0.940\t0.078\t\n",
"OGLE-LMC-RRLYR-01998\t0.628\t0.056\t0.702\t0.020\t1.677\t0.043\t6750\t100\t0.158\t0.088\t0.636\t0.099\t0.465\t0.029\t-0.564\t0.081\t\n",
"OGLE-LMC-RRLYR-02003\t0.635\t0.059\t0.747\t0.022\t1.711\t0.043\t6540\t110\t0.022\t0.091\t0.53\t0.10\t0.510\t0.030\t-0.774\t0.089\t\n",
"OGLE-LMC-RRLYR-02009\t0.696\t0.052\t0.733\t0.020\t1.658\t0.042\t6440\t100\t0.155\t0.088\t0.69\t0.10\t0.539\t0.029\t-0.683\t0.080\t\n",
"OGLE-LMC-RRLYR-02014\t0.715\t0.051\t0.759\t0.019\t1.726\t0.042\t6500\t100\t0.037\t0.087\t0.557\t0.098\t0.518\t0.028\t-0.773\t0.078\t\n",
"OGLE-LMC-RRLYR-02015\t0.613\t0.051\t0.706\t0.019\t1.673\t0.042\t6710\t100\t0.152\t0.087\t0.640\t0.098\t0.475\t0.028\t-0.585\t0.078\t\n",
"OGLE-LMC-RRLYR-02019\t0.703\t0.053\t0.755\t0.020\t1.697\t0.042\t6430\t100\t0.082\t0.088\t0.610\t0.099\t0.535\t0.028\t-0.751\t0.080\t\n",
"OGLE-LMC-RRLYR-02023\t0.605\t0.054\t0.688\t0.020\t1.656\t0.042\t6780\t100\t0.200\t0.088\t0.671\t0.099\t0.457\t0.028\t-0.508\t0.080\t\n",
"OGLE-LMC-RRLYR-02027\t0.634\t0.050\t0.765\t0.019\t1.678\t0.042\t6310\t100\t0.077\t0.088\t0.63\t0.10\t0.561\t0.028\t-0.794\t0.077\t\n",
"OGLE-LMC-RRLYR-02029\t0.680\t0.050\t0.804\t0.019\t1.822\t0.042\t6530\t100\t-0.235\t0.087\t0.286\t0.099\t0.517\t0.028\t-1.035\t0.077\t\n",
"OGLE-LMC-RRLYR-02034\t0.688\t0.050\t0.753\t0.019\t1.635\t0.042\t6240\t100\t0.185\t0.088\t0.75\t0.10\t0.582\t0.028\t-0.718\t0.078\t\n",
"OGLE-LMC-RRLYR-02037\t0.544\t0.050\t0.728\t0.019\t1.712\t0.042\t6700\t100\t0.016\t0.087\t0.502\t0.099\t0.478\t0.028\t-0.725\t0.077\t\n",
"OGLE-LMC-RRLYR-02039\t0.650\t0.051\t0.772\t0.019\t1.791\t0.042\t6660\t100\t-0.130\t0.087\t0.371\t0.098\t0.487\t0.028\t-0.884\t0.078\t\n",
"OGLE-LMC-RRLYR-02040\t0.636\t0.052\t0.735\t0.020\t1.706\t0.042\t6620\t100\t0.048\t0.088\t0.553\t0.099\t0.499\t0.028\t-0.726\t0.079\t\n",
"OGLE-LMC-RRLYR-02042\t0.556\t0.052\t0.684\t0.020\t1.650\t0.042\t6780\t100\t0.201\t0.088\t0.673\t0.099\t0.456\t0.029\t-0.506\t0.080\t\n",
"OGLE-LMC-RRLYR-02044\t0.594\t0.052\t0.706\t0.020\t1.678\t0.042\t6740\t100\t0.134\t0.087\t0.607\t0.098\t0.467\t0.028\t-0.591\t0.079\t\n",
"OGLE-LMC-RRLYR-02050\t0.663\t0.051\t0.732\t0.019\t1.675\t0.042\t6520\t100\t0.153\t0.088\t0.655\t0.099\t0.510\t0.028\t-0.640\t0.079\t\n",
"OGLE-LMC-RRLYR-02053\t0.613\t0.050\t0.748\t0.019\t1.625\t0.042\t6250\t100\t0.178\t0.088\t0.75\t0.10\t0.577\t0.028\t-0.717\t0.077\t\n",
"OGLE-LMC-RRLYR-02054\t0.694\t0.051\t0.758\t0.019\t1.674\t0.043\t6320\t100\t0.104\t0.089\t0.65\t0.10\t0.554\t0.028\t-0.759\t0.078\t\n",
"OGLE-LMC-RRLYR-02056\t0.597\t0.050\t0.756\t0.019\t1.766\t0.042\t6690\t100\t-0.094\t0.087\t0.394\t0.098\t0.481\t0.028\t-0.837\t0.077\t\n",
"OGLE-LMC-RRLYR-02058\t0.637\t0.052\t0.741\t0.020\t1.673\t0.042\t6450\t100\t0.116\t0.088\t0.633\t0.099\t0.527\t0.028\t-0.704\t0.079\t\n",
"OGLE-LMC-RRLYR-02061\t0.686\t0.050\t0.742\t0.019\t1.658\t0.042\t6380\t100\t0.165\t0.087\t0.697\t0.099\t0.544\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-02063\t0.707\t0.051\t0.756\t0.019\t1.688\t0.042\t6390\t100\t0.094\t0.087\t0.632\t0.098\t0.543\t0.028\t-0.748\t0.078\t\n",
"OGLE-LMC-RRLYR-02064\t0.559\t0.050\t0.726\t0.019\t1.713\t0.042\t6710\t100\t0.031\t0.087\t0.504\t0.099\t0.472\t0.028\t-0.696\t0.077\t\n",
"OGLE-LMC-RRLYR-02065\t0.650\t0.052\t0.732\t0.020\t1.663\t0.042\t6470\t100\t0.144\t0.087\t0.664\t0.099\t0.526\t0.028\t-0.674\t0.079\t\n",
"OGLE-LMC-RRLYR-02068\t0.698\t0.052\t0.743\t0.019\t1.723\t0.042\t6610\t100\t0.037\t0.088\t0.546\t0.099\t0.498\t0.028\t-0.736\t0.079\t\n",
"OGLE-LMC-RRLYR-02069\t0.743\t0.055\t0.758\t0.020\t1.735\t0.043\t6540\t100\t0.017\t0.088\t0.54\t0.10\t0.515\t0.028\t-0.787\t0.080\t\n",
"OGLE-LMC-RRLYR-02071\t0.604\t0.061\t0.741\t0.023\t1.697\t0.045\t6530\t110\t0.062\t0.093\t0.56\t0.10\t0.509\t0.030\t-0.725\t0.088\t\n",
"OGLE-LMC-RRLYR-02072\t0.625\t0.050\t0.750\t0.019\t1.658\t0.042\t6360\t100\t0.118\t0.088\t0.66\t0.10\t0.547\t0.028\t-0.730\t0.077\t\n",
"OGLE-LMC-RRLYR-02073\t0.680\t0.050\t0.753\t0.019\t1.670\t0.042\t6350\t100\t0.131\t0.087\t0.669\t0.098\t0.549\t0.028\t-0.725\t0.077\t\n",
"OGLE-LMC-RRLYR-02078\t0.608\t0.051\t0.735\t0.019\t1.668\t0.042\t6470\t100\t0.127\t0.087\t0.639\t0.099\t0.522\t0.028\t-0.687\t0.078\t\n",
"OGLE-LMC-RRLYR-02079\t0.598\t0.050\t0.731\t0.019\t1.614\t0.043\t6330\t100\t0.212\t0.090\t0.76\t0.10\t0.555\t0.029\t-0.654\t0.077\t\n",
"OGLE-LMC-RRLYR-02080\t0.663\t0.052\t0.730\t0.019\t1.695\t0.042\t6620\t100\t0.091\t0.087\t0.601\t0.099\t0.499\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-02090\t0.651\t0.050\t0.793\t0.019\t1.732\t0.042\t6300\t100\t-0.055\t0.088\t0.50\t0.10\t0.558\t0.029\t-0.923\t0.077\t\n",
"OGLE-LMC-RRLYR-02092\t0.723\t0.051\t0.756\t0.019\t1.695\t0.043\t6420\t100\t0.085\t0.089\t0.60\t0.10\t0.526\t0.028\t-0.736\t0.079\t\n",
"OGLE-LMC-RRLYR-02093\t0.673\t0.052\t0.742\t0.020\t1.704\t0.042\t6550\t100\t0.090\t0.088\t0.593\t0.099\t0.505\t0.028\t-0.698\t0.079\t\n",
"OGLE-LMC-RRLYR-02094\t0.614\t0.050\t0.747\t0.019\t1.679\t0.043\t6450\t100\t0.077\t0.090\t0.59\t0.10\t0.517\t0.029\t-0.726\t0.078\t\n",
"OGLE-LMC-RRLYR-02098\t0.684\t0.051\t0.739\t0.019\t1.696\t0.042\t6540\t100\t0.102\t0.087\t0.605\t0.099\t0.510\t0.028\t-0.695\t0.079\t\n",
"OGLE-LMC-RRLYR-02103\t0.616\t0.051\t0.728\t0.019\t1.672\t0.042\t6540\t100\t0.125\t0.087\t0.641\t0.098\t0.512\t0.028\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-02104\t0.604\t0.051\t0.712\t0.019\t1.685\t0.042\t6710\t100\t0.119\t0.087\t0.603\t0.099\t0.474\t0.028\t-0.616\t0.078\t\n",
"OGLE-LMC-RRLYR-02106\t0.643\t0.050\t0.722\t0.019\t1.683\t0.042\t6620\t100\t0.129\t0.087\t0.617\t0.099\t0.491\t0.028\t-0.639\t0.077\t\n",
"OGLE-LMC-RRLYR-02107\t0.589\t0.054\t0.731\t0.020\t1.732\t0.042\t6760\t100\t0.003\t0.088\t0.475\t0.099\t0.464\t0.029\t-0.715\t0.081\t\n",
"OGLE-LMC-RRLYR-02108\t0.665\t0.051\t0.737\t0.019\t1.666\t0.042\t6450\t100\t0.164\t0.087\t0.681\t0.099\t0.527\t0.028\t-0.658\t0.078\t\n",
"OGLE-LMC-RRLYR-02112\t0.607\t0.052\t0.763\t0.020\t1.749\t0.042\t6570\t100\t-0.078\t0.088\t0.427\t0.099\t0.504\t0.028\t-0.857\t0.080\t\n",
"OGLE-LMC-RRLYR-02114\t0.644\t0.053\t0.727\t0.020\t1.726\t0.042\t6750\t100\t0.039\t0.088\t0.50\t0.10\t0.465\t0.029\t-0.682\t0.080\t\n",
"OGLE-LMC-RRLYR-02118\t0.636\t0.054\t0.761\t0.020\t1.773\t0.043\t6670\t100\t-0.099\t0.089\t0.38\t0.10\t0.483\t0.029\t-0.846\t0.082\t\n",
"OGLE-LMC-RRLYR-02121\t0.667\t0.050\t0.738\t0.019\t1.690\t0.042\t6530\t100\t0.095\t0.088\t0.60\t0.10\t0.502\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-02122\t0.658\t0.052\t0.734\t0.020\t1.696\t0.042\t6580\t100\t0.098\t0.088\t0.600\t0.099\t0.502\t0.028\t-0.686\t0.079\t\n",
"OGLE-LMC-RRLYR-02125\t0.682\t0.051\t0.733\t0.019\t1.690\t0.042\t6560\t100\t0.136\t0.088\t0.641\t0.099\t0.500\t0.028\t-0.647\t0.078\t\n",
"OGLE-LMC-RRLYR-02126\t0.591\t0.055\t0.770\t0.022\t1.729\t0.043\t6430\t110\t-0.053\t0.091\t0.47\t0.10\t0.531\t0.030\t-0.877\t0.087\t\n",
"OGLE-LMC-RRLYR-02129\t0.687\t0.052\t0.742\t0.020\t1.693\t0.042\t6510\t100\t0.100\t0.088\t0.612\t0.099\t0.518\t0.028\t-0.710\t0.079\t\n",
"OGLE-LMC-RRLYR-02134\t0.627\t0.052\t0.707\t0.020\t1.654\t0.042\t6640\t100\t0.220\t0.089\t0.70\t0.10\t0.484\t0.028\t-0.535\t0.080\t\n",
"OGLE-LMC-RRLYR-02137\t0.759\t0.050\t0.773\t0.019\t1.683\t0.042\t6230\t100\t0.088\t0.088\t0.65\t0.10\t0.573\t0.028\t-0.807\t0.077\t\n",
"OGLE-LMC-RRLYR-02140\t0.546\t0.050\t0.664\t0.019\t1.635\t0.042\t6880\t100\t0.255\t0.087\t0.693\t0.098\t0.433\t0.028\t-0.417\t0.077\t\n",
"OGLE-LMC-RRLYR-02142\t0.696\t0.051\t0.749\t0.019\t1.693\t0.042\t6460\t100\t0.084\t0.087\t0.606\t0.099\t0.528\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-02146\t0.634\t0.050\t0.737\t0.019\t1.623\t0.042\t6300\t100\t0.209\t0.087\t0.76\t0.10\t0.563\t0.028\t-0.666\t0.077\t\n",
"OGLE-LMC-RRLYR-02149\t0.572\t0.056\t0.751\t0.022\t1.687\t0.045\t6400\t110\t0.027\t0.093\t0.57\t0.10\t0.538\t0.029\t-0.811\t0.087\t\n",
"OGLE-LMC-RRLYR-02150\t0.592\t0.051\t0.715\t0.019\t1.696\t0.042\t6740\t100\t0.082\t0.087\t0.559\t0.099\t0.470\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-02152\t0.561\t0.049\t0.718\t0.019\t1.706\t0.041\t6760\t100\t0.060\t0.087\t0.537\t0.098\t0.466\t0.028\t-0.657\t0.077\t\n",
"OGLE-LMC-RRLYR-02154\t0.618\t0.050\t0.746\t0.019\t1.733\t0.042\t6630\t100\t-0.011\t0.087\t0.486\t0.099\t0.490\t0.028\t-0.777\t0.078\t\n",
"OGLE-LMC-RRLYR-02155\t0.667\t0.051\t0.738\t0.019\t1.689\t0.042\t6520\t100\t0.099\t0.087\t0.619\t0.099\t0.517\t0.028\t-0.708\t0.078\t\n",
"OGLE-LMC-RRLYR-02158\t0.574\t0.052\t0.685\t0.020\t1.675\t0.042\t6870\t100\t0.173\t0.088\t0.625\t0.099\t0.438\t0.028\t-0.506\t0.079\t\n",
"OGLE-LMC-RRLYR-02163\t0.592\t0.052\t0.716\t0.020\t1.692\t0.042\t6700\t100\t0.108\t0.088\t0.576\t0.099\t0.469\t0.029\t-0.623\t0.079\t\n",
"OGLE-LMC-RRLYR-02167\t0.614\t0.055\t0.713\t0.020\t1.694\t0.042\t6730\t100\t0.099\t0.089\t0.589\t0.099\t0.471\t0.029\t-0.635\t0.082\t\n",
"OGLE-LMC-RRLYR-02169\t0.535\t0.049\t0.694\t0.019\t1.649\t0.041\t6720\t100\t0.183\t0.087\t0.665\t0.098\t0.470\t0.028\t-0.548\t0.077\t\n",
"OGLE-LMC-RRLYR-02174\t0.633\t0.051\t0.721\t0.019\t1.666\t0.042\t6560\t100\t0.156\t0.087\t0.661\t0.099\t0.506\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-02179\t0.709\t0.051\t0.759\t0.019\t1.679\t0.042\t6330\t100\t0.099\t0.088\t0.645\t0.099\t0.557\t0.028\t-0.769\t0.078\t\n",
"OGLE-LMC-RRLYR-02180\t0.629\t0.052\t0.759\t0.020\t1.740\t0.042\t6550\t100\t-0.043\t0.088\t0.466\t0.099\t0.507\t0.028\t-0.831\t0.080\t\n",
"OGLE-LMC-RRLYR-02182\t0.584\t0.050\t0.701\t0.019\t1.638\t0.042\t6610\t100\t0.232\t0.087\t0.724\t0.098\t0.492\t0.028\t-0.531\t0.078\t\n",
"OGLE-LMC-RRLYR-02185\t0.621\t0.057\t0.759\t0.021\t1.731\t0.043\t6500\t110\t-0.049\t0.091\t0.48\t0.10\t0.520\t0.029\t-0.854\t0.085\t\n",
"OGLE-LMC-RRLYR-02190\t0.759\t0.051\t0.763\t0.019\t1.687\t0.042\t6320\t100\t0.099\t0.087\t0.660\t0.099\t0.560\t0.028\t-0.780\t0.078\t\n",
"OGLE-LMC-RRLYR-02192\t0.605\t0.052\t0.690\t0.019\t1.624\t0.042\t6660\t100\t0.269\t0.087\t0.764\t0.099\t0.486\t0.028\t-0.483\t0.078\t\n",
"OGLE-LMC-RRLYR-02193\t0.752\t0.050\t0.789\t0.019\t1.718\t0.043\t6250\t100\t0.022\t0.089\t0.57\t0.10\t0.566\t0.029\t-0.870\t0.077\t\n",
"OGLE-LMC-RRLYR-02194\t0.720\t0.051\t0.763\t0.020\t1.711\t0.042\t6420\t100\t0.058\t0.088\t0.57\t0.10\t0.532\t0.028\t-0.770\t0.079\t\n",
"OGLE-LMC-RRLYR-02195\t0.579\t0.051\t0.704\t0.019\t1.611\t0.042\t6490\t100\t0.263\t0.088\t0.78\t0.10\t0.521\t0.028\t-0.548\t0.078\t\n",
"OGLE-LMC-RRLYR-02198\t0.568\t0.050\t0.731\t0.019\t1.707\t0.042\t6660\t100\t0.038\t0.087\t0.532\t0.098\t0.485\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-02200\t0.572\t0.050\t0.735\t0.019\t1.633\t0.043\t6370\t100\t0.166\t0.089\t0.70\t0.10\t0.546\t0.029\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-02201\t0.644\t0.051\t0.711\t0.019\t1.661\t0.042\t6630\t100\t0.214\t0.088\t0.69\t0.10\t0.487\t0.028\t-0.545\t0.079\t\n",
"OGLE-LMC-RRLYR-02203\t0.558\t0.050\t0.710\t0.019\t1.703\t0.042\t6800\t100\t0.079\t0.087\t0.542\t0.098\t0.455\t0.028\t-0.626\t0.078\t\n",
"OGLE-LMC-RRLYR-02206\t0.583\t0.055\t0.682\t0.020\t1.643\t0.043\t6780\t100\t0.230\t0.089\t0.70\t0.10\t0.460\t0.028\t-0.484\t0.081\t\n",
"OGLE-LMC-RRLYR-02207\t0.630\t0.052\t0.719\t0.020\t1.630\t0.042\t6460\t100\t0.249\t0.088\t0.763\t0.099\t0.524\t0.028\t-0.576\t0.078\t\n",
"OGLE-LMC-RRLYR-02212\t0.630\t0.060\t0.698\t0.022\t1.654\t0.043\t6680\t110\t0.192\t0.090\t0.68\t0.10\t0.480\t0.030\t-0.548\t0.085\t\n",
"OGLE-LMC-RRLYR-02221\t0.607\t0.051\t0.718\t0.019\t1.635\t0.042\t6480\t100\t0.233\t0.088\t0.75\t0.10\t0.516\t0.028\t-0.575\t0.079\t\n",
"OGLE-LMC-RRLYR-02230\t0.566\t0.057\t0.732\t0.022\t1.765\t0.043\t6860\t110\t-0.046\t0.090\t0.40\t0.10\t0.438\t0.030\t-0.723\t0.087\t\n",
"OGLE-LMC-RRLYR-02234\t0.684\t0.051\t0.779\t0.020\t1.753\t0.042\t6450\t100\t-0.075\t0.088\t0.44\t0.10\t0.529\t0.028\t-0.894\t0.079\t\n",
"OGLE-LMC-RRLYR-02235\t0.654\t0.051\t0.725\t0.019\t1.686\t0.042\t6610\t100\t0.110\t0.087\t0.625\t0.099\t0.500\t0.028\t-0.668\t0.078\t\n",
"OGLE-LMC-RRLYR-02236\t0.716\t0.050\t0.756\t0.019\t1.674\t0.042\t6330\t100\t0.124\t0.087\t0.664\t0.099\t0.551\t0.028\t-0.736\t0.077\t\n",
"OGLE-LMC-RRLYR-02238\t0.595\t0.053\t0.697\t0.020\t1.664\t0.042\t6730\t100\t0.165\t0.088\t0.653\t0.099\t0.469\t0.028\t-0.562\t0.080\t\n",
"OGLE-LMC-RRLYR-02239\t0.604\t0.053\t0.704\t0.020\t1.686\t0.042\t6780\t100\t0.131\t0.088\t0.603\t0.099\t0.460\t0.028\t-0.582\t0.080\t\n",
"OGLE-LMC-RRLYR-02241\t0.612\t0.051\t0.708\t0.019\t1.638\t0.043\t6560\t100\t0.227\t0.089\t0.72\t0.10\t0.497\t0.028\t-0.552\t0.079\t\n",
"OGLE-LMC-RRLYR-02243\t0.534\t0.049\t0.714\t0.019\t1.678\t0.042\t6680\t100\t0.097\t0.087\t0.593\t0.098\t0.480\t0.028\t-0.645\t0.077\t\n",
"OGLE-LMC-RRLYR-02247\t0.678\t0.051\t0.743\t0.019\t1.712\t0.042\t6580\t100\t0.058\t0.087\t0.566\t0.098\t0.503\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-02249\t0.745\t0.050\t0.771\t0.019\t1.703\t0.042\t6340\t100\t0.069\t0.088\t0.607\t0.099\t0.548\t0.028\t-0.784\t0.077\t\n",
"OGLE-LMC-RRLYR-02250\t0.684\t0.051\t0.779\t0.020\t1.728\t0.042\t6370\t100\t-0.021\t0.088\t0.512\t0.099\t0.542\t0.028\t-0.869\t0.079\t\n",
"OGLE-LMC-RRLYR-02256\t0.716\t0.052\t0.762\t0.020\t1.728\t0.042\t6480\t100\t0.029\t0.088\t0.540\t0.099\t0.519\t0.028\t-0.781\t0.079\t\n",
"OGLE-LMC-RRLYR-02257\t0.720\t0.052\t0.754\t0.020\t1.707\t0.042\t6470\t100\t0.090\t0.088\t0.594\t0.099\t0.519\t0.028\t-0.724\t0.079\t\n",
"OGLE-LMC-RRLYR-02260\t0.687\t0.050\t0.757\t0.019\t1.679\t0.042\t6350\t100\t0.098\t0.088\t0.64\t0.10\t0.551\t0.028\t-0.761\t0.078\t\n",
"OGLE-LMC-RRLYR-02263\t0.771\t0.050\t0.831\t0.019\t1.813\t0.042\t6292\t99\t-0.221\t0.087\t0.334\t0.099\t0.561\t0.028\t-1.097\t0.077\t\n",
"OGLE-LMC-RRLYR-02264\t0.649\t0.050\t0.746\t0.019\t1.653\t0.043\t6380\t100\t0.154\t0.089\t0.69\t0.10\t0.539\t0.029\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-02265\t0.628\t0.050\t0.775\t0.019\t1.704\t0.042\t6340\t100\t0.006\t0.087\t0.558\t0.099\t0.554\t0.028\t-0.856\t0.077\t\n",
"OGLE-LMC-RRLYR-02268\t0.634\t0.050\t0.712\t0.019\t1.611\t0.042\t6440\t100\t0.252\t0.088\t0.79\t0.10\t0.533\t0.028\t-0.568\t0.077\t\n",
"OGLE-LMC-RRLYR-02269\t0.533\t0.057\t0.707\t0.022\t1.717\t0.043\t6860\t110\t0.063\t0.092\t0.50\t0.10\t0.438\t0.030\t-0.622\t0.089\t\n",
"OGLE-LMC-RRLYR-02272\t0.569\t0.050\t0.727\t0.019\t1.611\t0.043\t6330\t100\t0.228\t0.088\t0.77\t0.10\t0.553\t0.028\t-0.638\t0.077\t\n",
"OGLE-LMC-RRLYR-02273\t0.710\t0.050\t0.769\t0.019\t1.682\t0.042\t6287\t99\t0.092\t0.087\t0.651\t0.099\t0.566\t0.028\t-0.790\t0.077\t\n",
"OGLE-LMC-RRLYR-02274\t0.579\t0.050\t0.727\t0.019\t1.626\t0.043\t6410\t100\t0.195\t0.090\t0.72\t0.10\t0.531\t0.028\t-0.627\t0.078\t\n",
"OGLE-LMC-RRLYR-02277\t0.670\t0.051\t0.743\t0.019\t1.652\t0.042\t6340\t100\t0.148\t0.087\t0.696\t0.099\t0.555\t0.028\t-0.718\t0.078\t\n",
"OGLE-LMC-RRLYR-02278\t0.663\t0.054\t0.746\t0.020\t1.656\t0.043\t6350\t100\t0.159\t0.089\t0.70\t0.10\t0.549\t0.028\t-0.697\t0.080\t\n",
"OGLE-LMC-RRLYR-02280\t0.703\t0.051\t0.756\t0.019\t1.696\t0.042\t6410\t100\t0.086\t0.087\t0.613\t0.099\t0.535\t0.028\t-0.749\t0.078\t\n",
"OGLE-LMC-RRLYR-02282\t0.640\t0.050\t0.743\t0.019\t1.636\t0.042\t6300\t99\t0.187\t0.087\t0.739\t0.099\t0.564\t0.028\t-0.699\t0.077\t\n",
"OGLE-LMC-RRLYR-02283\t0.716\t0.050\t0.767\t0.019\t1.667\t0.042\t6250\t99\t0.123\t0.087\t0.687\t0.098\t0.575\t0.028\t-0.775\t0.077\t\n",
"OGLE-LMC-RRLYR-02285\t0.679\t0.050\t0.758\t0.019\t1.667\t0.042\t6308\t99\t0.122\t0.087\t0.674\t0.099\t0.561\t0.028\t-0.754\t0.077\t\n",
"OGLE-LMC-RRLYR-02286\t0.652\t0.052\t0.729\t0.019\t1.691\t0.042\t6610\t100\t0.113\t0.087\t0.616\t0.099\t0.496\t0.028\t-0.656\t0.078\t\n",
"OGLE-LMC-RRLYR-02287\t0.639\t0.054\t0.716\t0.020\t1.641\t0.043\t6500\t100\t0.194\t0.088\t0.71\t0.10\t0.523\t0.028\t-0.619\t0.080\t\n",
"OGLE-LMC-RRLYR-02289\t0.684\t0.051\t0.730\t0.019\t1.679\t0.042\t6540\t100\t0.125\t0.087\t0.640\t0.099\t0.514\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-02290\t0.645\t0.050\t0.750\t0.019\t1.646\t0.043\t6310\t100\t0.148\t0.089\t0.70\t0.10\t0.559\t0.028\t-0.721\t0.077\t\n",
"OGLE-LMC-RRLYR-02291\t0.602\t0.052\t0.712\t0.020\t1.647\t0.042\t6580\t100\t0.179\t0.088\t0.689\t0.099\t0.505\t0.028\t-0.605\t0.080\t\n",
"OGLE-LMC-RRLYR-02293\t0.624\t0.050\t0.738\t0.019\t1.665\t0.042\t6490\t100\t0.123\t0.088\t0.63\t0.10\t0.511\t0.028\t-0.668\t0.077\t\n",
"OGLE-LMC-RRLYR-02297\t0.651\t0.057\t0.711\t0.021\t1.634\t0.044\t6520\t100\t0.218\t0.091\t0.74\t0.10\t0.520\t0.028\t-0.591\t0.084\t\n",
"OGLE-LMC-RRLYR-02298\t0.717\t0.052\t0.758\t0.019\t1.694\t0.042\t6380\t100\t0.065\t0.088\t0.613\t0.099\t0.550\t0.028\t-0.795\t0.079\t\n",
"OGLE-LMC-RRLYR-02299\t0.527\t0.049\t0.726\t0.019\t1.728\t0.042\t6760\t100\t-0.011\t0.087\t0.458\t0.099\t0.456\t0.028\t-0.722\t0.077\t\n",
"OGLE-LMC-RRLYR-02300\t0.685\t0.053\t0.744\t0.020\t1.723\t0.042\t6610\t100\t0.037\t0.088\t0.549\t0.099\t0.498\t0.028\t-0.735\t0.079\t\n",
"OGLE-LMC-RRLYR-02301\t0.726\t0.052\t0.746\t0.020\t1.690\t0.043\t6470\t100\t0.127\t0.089\t0.63\t0.10\t0.515\t0.028\t-0.684\t0.080\t\n",
"OGLE-LMC-RRLYR-02302\t0.618\t0.052\t0.734\t0.020\t1.688\t0.042\t6560\t100\t0.087\t0.088\t0.601\t0.099\t0.507\t0.028\t-0.700\t0.080\t\n",
"OGLE-LMC-RRLYR-02309\t0.570\t0.050\t0.702\t0.019\t1.652\t0.042\t6660\t100\t0.179\t0.087\t0.673\t0.099\t0.485\t0.028\t-0.573\t0.078\t\n",
"OGLE-LMC-RRLYR-02311\t0.620\t0.051\t0.752\t0.019\t1.719\t0.042\t6530\t100\t-0.004\t0.088\t0.511\t0.099\t0.513\t0.028\t-0.803\t0.079\t\n",
"OGLE-LMC-RRLYR-02312\t0.652\t0.050\t0.805\t0.019\t1.772\t0.042\t6335\t99\t-0.149\t0.088\t0.395\t0.099\t0.551\t0.028\t-1.010\t0.078\t\n",
"OGLE-LMC-RRLYR-02314\t0.562\t0.052\t0.681\t0.020\t1.625\t0.042\t6710\t100\t0.261\t0.088\t0.738\t0.099\t0.472\t0.028\t-0.475\t0.080\t\n",
"OGLE-LMC-RRLYR-02315\t0.650\t0.051\t0.754\t0.019\t1.734\t0.042\t6580\t100\t-0.029\t0.087\t0.486\t0.099\t0.508\t0.028\t-0.818\t0.078\t\n",
"OGLE-LMC-RRLYR-02319\t0.629\t0.053\t0.727\t0.020\t1.667\t0.042\t6520\t100\t0.145\t0.087\t0.651\t0.099\t0.512\t0.029\t-0.652\t0.079\t\n",
"OGLE-LMC-RRLYR-02320\t0.706\t0.052\t0.749\t0.020\t1.668\t0.042\t6360\t100\t0.132\t0.087\t0.676\t0.099\t0.552\t0.028\t-0.729\t0.079\t\n",
"OGLE-LMC-RRLYR-02321\t0.668\t0.053\t0.734\t0.020\t1.694\t0.042\t6570\t100\t0.105\t0.087\t0.608\t0.099\t0.505\t0.028\t-0.681\t0.079\t\n",
"OGLE-LMC-RRLYR-02323\t0.659\t0.050\t0.733\t0.019\t1.645\t0.042\t6400\t100\t0.193\t0.087\t0.716\t0.099\t0.537\t0.028\t-0.645\t0.078\t\n",
"OGLE-LMC-RRLYR-02327\t0.647\t0.052\t0.755\t0.020\t1.672\t0.043\t6340\t100\t0.100\t0.089\t0.64\t0.10\t0.552\t0.029\t-0.756\t0.080\t\n",
"OGLE-LMC-RRLYR-02329\t0.610\t0.051\t0.784\t0.019\t1.783\t0.042\t6530\t100\t-0.170\t0.088\t0.345\t0.099\t0.513\t0.028\t-0.963\t0.079\t\n",
"OGLE-LMC-RRLYR-02334\t0.548\t0.050\t0.686\t0.019\t1.617\t0.042\t6650\t100\t0.234\t0.087\t0.740\t0.099\t0.489\t0.028\t-0.525\t0.078\t\n",
"OGLE-LMC-RRLYR-02335\t0.644\t0.051\t0.719\t0.019\t1.661\t0.042\t6570\t100\t0.203\t0.088\t0.71\t0.10\t0.502\t0.028\t-0.582\t0.079\t\n",
"OGLE-LMC-RRLYR-02339\t0.581\t0.050\t0.746\t0.019\t1.767\t0.042\t6770\t100\t-0.077\t0.087\t0.390\t0.099\t0.461\t0.028\t-0.793\t0.078\t\n",
"OGLE-LMC-RRLYR-02340\t0.610\t0.050\t0.716\t0.019\t1.664\t0.042\t6610\t100\t0.147\t0.087\t0.650\t0.099\t0.498\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-02344\t0.608\t0.050\t0.733\t0.019\t1.717\t0.042\t6680\t100\t0.027\t0.087\t0.517\t0.099\t0.482\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-02345\t0.535\t0.050\t0.718\t0.019\t1.701\t0.042\t6730\t100\t0.058\t0.087\t0.532\t0.099\t0.468\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-02348\t0.625\t0.051\t0.726\t0.019\t1.698\t0.042\t6650\t100\t0.083\t0.087\t0.579\t0.098\t0.488\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-02353\t0.611\t0.050\t0.729\t0.019\t1.708\t0.042\t6670\t100\t0.057\t0.087\t0.549\t0.098\t0.483\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-02354\t0.675\t0.050\t0.773\t0.019\t1.677\t0.042\t6250\t100\t0.077\t0.088\t0.64\t0.10\t0.575\t0.028\t-0.819\t0.077\t\n",
"OGLE-LMC-RRLYR-02356\t0.639\t0.052\t0.718\t0.020\t1.690\t0.042\t6680\t100\t0.111\t0.087\t0.595\t0.098\t0.479\t0.029\t-0.631\t0.080\t\n",
"OGLE-LMC-RRLYR-02359\t0.724\t0.051\t0.762\t0.019\t1.735\t0.042\t6520\t100\t0.016\t0.087\t0.533\t0.098\t0.516\t0.028\t-0.786\t0.078\t\n",
"OGLE-LMC-RRLYR-02360\t0.697\t0.051\t0.741\t0.020\t1.689\t0.042\t6500\t100\t0.121\t0.088\t0.620\t0.099\t0.514\t0.028\t-0.677\t0.079\t\n",
"OGLE-LMC-RRLYR-02367\t0.706\t0.050\t0.765\t0.019\t1.678\t0.042\t6302\t99\t0.107\t0.088\t0.65\t0.10\t0.558\t0.028\t-0.767\t0.077\t\n",
"OGLE-LMC-RRLYR-02371\t0.620\t0.050\t0.729\t0.019\t1.674\t0.042\t6540\t100\t0.132\t0.087\t0.638\t0.098\t0.508\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-02377\t0.665\t0.050\t0.713\t0.019\t1.680\t0.042\t6660\t100\t0.130\t0.088\t0.61\t0.10\t0.469\t0.028\t-0.603\t0.078\t\n",
"OGLE-LMC-RRLYR-02379\t0.632\t0.051\t0.720\t0.019\t1.681\t0.042\t6630\t100\t0.147\t0.088\t0.63\t0.10\t0.482\t0.028\t-0.611\t0.079\t\n",
"OGLE-LMC-RRLYR-02381\t0.532\t0.050\t0.651\t0.019\t1.601\t0.042\t6840\t100\t0.308\t0.088\t0.739\t0.099\t0.424\t0.028\t-0.365\t0.077\t\n",
"OGLE-LMC-RRLYR-02387\t0.657\t0.051\t0.756\t0.020\t1.671\t0.043\t6340\t100\t0.110\t0.089\t0.65\t0.10\t0.550\t0.028\t-0.748\t0.079\t\n",
"OGLE-LMC-RRLYR-02388\t0.638\t0.050\t0.738\t0.019\t1.617\t0.042\t6280\t100\t0.226\t0.088\t0.78\t0.10\t0.568\t0.028\t-0.662\t0.077\t\n",
"OGLE-LMC-RRLYR-02393\t0.623\t0.052\t0.740\t0.020\t1.679\t0.042\t6480\t100\t0.108\t0.087\t0.625\t0.099\t0.521\t0.028\t-0.703\t0.078\t\n",
"OGLE-LMC-RRLYR-02395\t0.594\t0.050\t0.785\t0.019\t1.776\t0.044\t6510\t110\t-0.155\t0.091\t0.34\t0.10\t0.497\t0.030\t-0.937\t0.078\t\n",
"OGLE-LMC-RRLYR-02396\t0.640\t0.050\t0.746\t0.019\t1.639\t0.043\t6310\t100\t0.171\t0.088\t0.72\t0.10\t0.557\t0.028\t-0.698\t0.077\t\n",
"OGLE-LMC-RRLYR-02397\t0.648\t0.050\t0.768\t0.019\t1.755\t0.042\t6560\t100\t-0.083\t0.087\t0.433\t0.099\t0.513\t0.028\t-0.878\t0.077\t\n",
"OGLE-LMC-RRLYR-02403\t0.562\t0.050\t0.710\t0.019\t1.701\t0.041\t6800\t100\t0.082\t0.087\t0.548\t0.098\t0.455\t0.028\t-0.624\t0.077\t\n",
"OGLE-LMC-RRLYR-02404\t0.572\t0.051\t0.701\t0.019\t1.651\t0.042\t6680\t100\t0.177\t0.087\t0.671\t0.099\t0.484\t0.028\t-0.571\t0.079\t\n",
"OGLE-LMC-RRLYR-02408\t0.761\t0.051\t0.775\t0.019\t1.696\t0.042\t6270\t100\t0.080\t0.087\t0.632\t0.099\t0.565\t0.028\t-0.804\t0.078\t\n",
"OGLE-LMC-RRLYR-02409\t0.617\t0.054\t0.705\t0.020\t1.671\t0.042\t6700\t100\t0.156\t0.088\t0.644\t0.099\t0.474\t0.028\t-0.582\t0.079\t\n",
"OGLE-LMC-RRLYR-02411\t0.703\t0.055\t0.786\t0.021\t1.764\t0.043\t6430\t110\t-0.102\t0.090\t0.43\t0.10\t0.537\t0.029\t-0.932\t0.084\t\n",
"OGLE-LMC-RRLYR-02413\t0.611\t0.050\t0.732\t0.019\t1.652\t0.042\t6480\t100\t0.151\t0.088\t0.66\t0.10\t0.514\t0.028\t-0.647\t0.077\t\n",
"OGLE-LMC-RRLYR-02417\t0.560\t0.054\t0.673\t0.020\t1.611\t0.043\t6730\t100\t0.285\t0.089\t0.76\t0.10\t0.471\t0.029\t-0.444\t0.081\t\n",
"OGLE-LMC-RRLYR-02419\t0.622\t0.054\t0.711\t0.020\t1.684\t0.042\t6720\t100\t0.126\t0.088\t0.612\t0.099\t0.473\t0.028\t-0.607\t0.081\t\n",
"OGLE-LMC-RRLYR-02422\t0.704\t0.049\t0.766\t0.019\t1.662\t0.042\t6239\t99\t0.133\t0.087\t0.702\t0.099\t0.578\t0.028\t-0.772\t0.077\t\n",
"OGLE-LMC-RRLYR-02423\t0.605\t0.053\t0.707\t0.020\t1.649\t0.042\t6610\t100\t0.186\t0.088\t0.687\t0.099\t0.498\t0.028\t-0.583\t0.079\t\n",
"OGLE-LMC-RRLYR-02426\t0.586\t0.052\t0.678\t0.020\t1.637\t0.043\t6760\t100\t0.242\t0.088\t0.70\t0.10\t0.451\t0.028\t-0.470\t0.079\t\n",
"OGLE-LMC-RRLYR-02428\t0.607\t0.052\t0.693\t0.019\t1.661\t0.042\t6760\t100\t0.188\t0.088\t0.665\t0.099\t0.463\t0.028\t-0.532\t0.079\t\n",
"OGLE-LMC-RRLYR-02429\t0.661\t0.051\t0.744\t0.019\t1.681\t0.042\t6440\t100\t0.095\t0.087\t0.621\t0.099\t0.532\t0.028\t-0.734\t0.079\t\n",
"OGLE-LMC-RRLYR-02432\t0.612\t0.053\t0.703\t0.020\t1.678\t0.042\t6750\t100\t0.146\t0.088\t0.625\t0.099\t0.467\t0.028\t-0.576\t0.079\t\n",
"OGLE-LMC-RRLYR-02436\t0.601\t0.052\t0.707\t0.019\t1.670\t0.042\t6690\t100\t0.148\t0.088\t0.646\t0.099\t0.479\t0.028\t-0.595\t0.079\t\n",
"OGLE-LMC-RRLYR-02438\t0.691\t0.052\t0.753\t0.020\t1.689\t0.042\t6410\t100\t0.084\t0.087\t0.615\t0.099\t0.539\t0.028\t-0.756\t0.078\t\n",
"OGLE-LMC-RRLYR-02439\t0.548\t0.051\t0.689\t0.019\t1.626\t0.042\t6670\t100\t0.230\t0.087\t0.725\t0.099\t0.483\t0.028\t-0.518\t0.078\t\n",
"OGLE-LMC-RRLYR-02447\t0.675\t0.051\t0.774\t0.019\t1.740\t0.042\t6440\t100\t-0.053\t0.088\t0.481\t0.099\t0.533\t0.028\t-0.882\t0.079\t\n",
"OGLE-LMC-RRLYR-02448\t0.701\t0.050\t0.770\t0.019\t1.699\t0.042\t6330\t100\t0.054\t0.087\t0.594\t0.099\t0.553\t0.028\t-0.811\t0.078\t\n",
"OGLE-LMC-RRLYR-02451\t0.651\t0.054\t0.699\t0.020\t1.694\t0.042\t6820\t100\t0.139\t0.088\t0.600\t0.099\t0.447\t0.028\t-0.557\t0.081\t\n",
"OGLE-LMC-RRLYR-02455\t0.514\t0.049\t0.660\t0.019\t1.643\t0.041\t6940\t100\t0.250\t0.087\t0.678\t0.098\t0.419\t0.028\t-0.401\t0.077\t\n",
"OGLE-LMC-RRLYR-02457\t0.605\t0.051\t0.791\t0.020\t1.806\t0.042\t6570\t100\t-0.214\t0.087\t0.301\t0.099\t0.507\t0.029\t-0.997\t0.079\t\n",
"OGLE-LMC-RRLYR-02459\t0.615\t0.050\t0.739\t0.019\t1.648\t0.042\t6400\t100\t0.155\t0.088\t0.68\t0.10\t0.535\t0.028\t-0.680\t0.077\t\n",
"OGLE-LMC-RRLYR-02466\t0.667\t0.051\t0.721\t0.019\t1.631\t0.042\t6430\t100\t0.261\t0.087\t0.781\t0.099\t0.529\t0.028\t-0.568\t0.078\t\n",
"OGLE-LMC-RRLYR-02468\t0.710\t0.054\t0.765\t0.020\t1.768\t0.042\t6620\t100\t-0.071\t0.088\t0.440\t0.099\t0.498\t0.028\t-0.842\t0.080\t\n",
"OGLE-LMC-RRLYR-02471\t0.605\t0.051\t0.760\t0.019\t1.759\t0.042\t6630\t100\t-0.090\t0.087\t0.417\t0.099\t0.498\t0.028\t-0.859\t0.078\t\n",
"OGLE-LMC-RRLYR-02472\t0.701\t0.050\t0.752\t0.019\t1.682\t0.042\t6390\t100\t0.101\t0.087\t0.639\t0.099\t0.545\t0.028\t-0.748\t0.077\t\n",
"OGLE-LMC-RRLYR-02473\t0.606\t0.050\t0.718\t0.019\t1.599\t0.042\t6380\t100\t0.258\t0.089\t0.80\t0.10\t0.540\t0.029\t-0.582\t0.077\t\n",
"OGLE-LMC-RRLYR-02474\t0.563\t0.052\t0.685\t0.020\t1.661\t0.042\t6820\t100\t0.192\t0.087\t0.653\t0.099\t0.447\t0.028\t-0.500\t0.079\t\n",
"OGLE-LMC-RRLYR-02478\t0.718\t0.051\t0.752\t0.019\t1.722\t0.042\t6540\t100\t0.040\t0.087\t0.554\t0.099\t0.512\t0.028\t-0.759\t0.078\t\n",
"OGLE-LMC-RRLYR-02479\t0.614\t0.052\t0.743\t0.020\t1.669\t0.042\t6410\t100\t0.100\t0.088\t0.64\t0.10\t0.541\t0.028\t-0.740\t0.079\t\n",
"OGLE-LMC-RRLYR-02482\t0.717\t0.050\t0.783\t0.019\t1.704\t0.042\t6269\t99\t0.028\t0.087\t0.588\t0.099\t0.568\t0.028\t-0.857\t0.077\t\n",
"OGLE-LMC-RRLYR-02487\t0.686\t0.052\t0.745\t0.020\t1.672\t0.042\t6400\t100\t0.131\t0.087\t0.658\t0.099\t0.538\t0.028\t-0.708\t0.079\t\n",
"OGLE-LMC-RRLYR-02489\t0.585\t0.053\t0.683\t0.020\t1.634\t0.042\t6750\t100\t0.246\t0.088\t0.72\t0.10\t0.469\t0.029\t-0.477\t0.079\t\n",
"OGLE-LMC-RRLYR-02492\t0.540\t0.049\t0.686\t0.019\t1.668\t0.041\t6850\t100\t0.173\t0.087\t0.629\t0.098\t0.444\t0.028\t-0.513\t0.077\t\n",
"OGLE-LMC-RRLYR-02493\t0.692\t0.051\t0.738\t0.019\t1.701\t0.042\t6580\t100\t0.087\t0.087\t0.599\t0.099\t0.505\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-02494\t0.674\t0.052\t0.712\t0.019\t1.668\t0.042\t6640\t100\t0.184\t0.087\t0.671\t0.099\t0.488\t0.028\t-0.576\t0.078\t\n",
"OGLE-LMC-RRLYR-02499\t0.664\t0.050\t0.765\t0.019\t1.671\t0.042\t6291\t99\t0.096\t0.087\t0.656\t0.099\t0.567\t0.028\t-0.788\t0.077\t\n",
"OGLE-LMC-RRLYR-02504\t0.579\t0.050\t0.744\t0.019\t1.720\t0.042\t6590\t100\t0.006\t0.087\t0.518\t0.098\t0.498\t0.028\t-0.769\t0.078\t\n",
"OGLE-LMC-RRLYR-02505\t0.546\t0.051\t0.718\t0.019\t1.667\t0.042\t6590\t100\t0.117\t0.087\t0.623\t0.099\t0.500\t0.028\t-0.655\t0.078\t\n",
"OGLE-LMC-RRLYR-02506\t0.623\t0.050\t0.791\t0.019\t1.769\t0.042\t6430\t100\t-0.137\t0.087\t0.392\t0.099\t0.532\t0.028\t-0.961\t0.078\t\n",
"OGLE-LMC-RRLYR-02511\t0.657\t0.051\t0.738\t0.019\t1.711\t0.042\t6610\t100\t0.072\t0.087\t0.574\t0.098\t0.494\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-02515\t0.697\t0.052\t0.747\t0.019\t1.680\t0.042\t6430\t100\t0.120\t0.087\t0.654\t0.099\t0.536\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-02516\t0.626\t0.050\t0.778\t0.019\t1.725\t0.042\t6364\t99\t-0.042\t0.087\t0.498\t0.099\t0.546\t0.028\t-0.893\t0.078\t\n",
"OGLE-LMC-RRLYR-02518\t0.569\t0.051\t0.727\t0.019\t1.719\t0.042\t6730\t100\t0.024\t0.087\t0.501\t0.098\t0.469\t0.029\t-0.705\t0.078\t\n",
"OGLE-LMC-RRLYR-02520\t0.690\t0.051\t0.754\t0.019\t1.689\t0.042\t6390\t100\t0.071\t0.087\t0.601\t0.099\t0.541\t0.028\t-0.775\t0.078\t\n",
"OGLE-LMC-RRLYR-02522\t0.580\t0.050\t0.789\t0.019\t1.749\t0.043\t6380\t110\t-0.118\t0.090\t0.41\t0.10\t0.537\t0.030\t-0.960\t0.078\t\n",
"OGLE-LMC-RRLYR-02525\t0.595\t0.050\t0.709\t0.019\t1.668\t0.042\t6670\t100\t0.162\t0.087\t0.652\t0.098\t0.481\t0.028\t-0.582\t0.077\t\n",
"OGLE-LMC-RRLYR-02526\t0.694\t0.053\t0.754\t0.020\t1.687\t0.043\t6400\t100\t0.091\t0.088\t0.62\t0.10\t0.542\t0.028\t-0.752\t0.080\t\n",
"OGLE-LMC-RRLYR-02528\t0.694\t0.052\t0.766\t0.019\t1.711\t0.042\t6400\t100\t0.022\t0.087\t0.559\t0.099\t0.542\t0.028\t-0.819\t0.078\t\n",
"OGLE-LMC-RRLYR-02530\t0.564\t0.054\t0.678\t0.020\t1.626\t0.042\t6750\t100\t0.256\t0.088\t0.738\t0.099\t0.467\t0.028\t-0.468\t0.080\t\n",
"OGLE-LMC-RRLYR-02537\t0.662\t0.050\t0.776\t0.019\t1.723\t0.042\t6368\t99\t-0.019\t0.087\t0.515\t0.099\t0.545\t0.028\t-0.870\t0.077\t\n",
"OGLE-LMC-RRLYR-02539\t0.699\t0.050\t0.805\t0.019\t1.791\t0.042\t6400\t100\t-0.185\t0.087\t0.356\t0.098\t0.541\t0.028\t-1.023\t0.078\t\n",
"OGLE-LMC-RRLYR-02540\t0.691\t0.050\t0.786\t0.019\t1.748\t0.042\t6390\t100\t-0.067\t0.087\t0.461\t0.098\t0.539\t0.028\t-0.906\t0.078\t\n",
"OGLE-LMC-RRLYR-02545\t0.652\t0.050\t0.752\t0.019\t1.667\t0.042\t6340\t100\t0.124\t0.087\t0.663\t0.098\t0.550\t0.028\t-0.736\t0.078\t\n",
"OGLE-LMC-RRLYR-02552\t0.663\t0.054\t0.758\t0.021\t1.671\t0.044\t6330\t100\t0.118\t0.090\t0.65\t0.10\t0.555\t0.029\t-0.754\t0.081\t\n",
"OGLE-LMC-RRLYR-02554\t0.643\t0.050\t0.755\t0.019\t1.733\t0.042\t6560\t100\t-0.020\t0.087\t0.490\t0.099\t0.507\t0.028\t-0.808\t0.078\t\n",
"OGLE-LMC-RRLYR-02556\t0.557\t0.050\t0.711\t0.020\t1.598\t0.043\t6430\t100\t0.232\t0.090\t0.77\t0.10\t0.541\t0.030\t-0.596\t0.079\t\n",
"OGLE-LMC-RRLYR-02557\t0.638\t0.053\t0.764\t0.020\t1.748\t0.042\t6550\t100\t-0.069\t0.088\t0.446\t0.099\t0.510\t0.029\t-0.861\t0.081\t\n",
"OGLE-LMC-RRLYR-02559\t0.582\t0.050\t0.724\t0.019\t1.734\t0.042\t6810\t100\t0.011\t0.087\t0.475\t0.098\t0.456\t0.028\t-0.694\t0.077\t\n",
"OGLE-LMC-RRLYR-02562\t0.746\t0.051\t0.774\t0.019\t1.715\t0.042\t6350\t100\t0.033\t0.087\t0.574\t0.099\t0.551\t0.028\t-0.827\t0.078\t\n",
"OGLE-LMC-RRLYR-02564\t0.581\t0.052\t0.728\t0.020\t1.605\t0.043\t6330\t100\t0.235\t0.090\t0.79\t0.10\t0.560\t0.029\t-0.638\t0.080\t\n",
"OGLE-LMC-RRLYR-02566\t0.631\t0.051\t0.710\t0.020\t1.658\t0.042\t6620\t100\t0.207\t0.088\t0.693\t0.099\t0.489\t0.028\t-0.555\t0.079\t\n",
"OGLE-LMC-RRLYR-02568\t0.699\t0.051\t0.766\t0.019\t1.709\t0.042\t6390\t100\t0.042\t0.087\t0.573\t0.098\t0.539\t0.028\t-0.799\t0.078\t\n",
"OGLE-LMC-RRLYR-02574\t0.622\t0.053\t0.735\t0.020\t1.662\t0.042\t6440\t100\t0.139\t0.088\t0.661\t0.099\t0.529\t0.028\t-0.684\t0.079\t\n",
"OGLE-LMC-RRLYR-02576\t0.615\t0.050\t0.744\t0.019\t1.735\t0.042\t6660\t100\t-0.024\t0.087\t0.478\t0.099\t0.490\t0.028\t-0.786\t0.078\t\n",
"OGLE-LMC-RRLYR-02577\t0.547\t0.051\t0.695\t0.019\t1.642\t0.042\t6690\t100\t0.186\t0.087\t0.679\t0.099\t0.483\t0.028\t-0.560\t0.078\t\n",
"OGLE-LMC-RRLYR-02580\t0.630\t0.051\t0.726\t0.019\t1.663\t0.042\t6520\t100\t0.160\t0.087\t0.668\t0.099\t0.513\t0.028\t-0.640\t0.078\t\n",
"OGLE-LMC-RRLYR-02583\t0.677\t0.052\t0.756\t0.020\t1.716\t0.042\t6490\t100\t0.038\t0.087\t0.558\t0.099\t0.520\t0.028\t-0.772\t0.079\t\n",
"OGLE-LMC-RRLYR-02584\t0.693\t0.064\t0.729\t0.022\t1.700\t0.045\t6630\t110\t0.107\t0.091\t0.60\t0.10\t0.492\t0.030\t-0.655\t0.086\t\n",
"OGLE-LMC-RRLYR-02586\t0.606\t0.051\t0.712\t0.019\t1.701\t0.042\t6780\t100\t0.095\t0.087\t0.565\t0.098\t0.460\t0.028\t-0.617\t0.078\t\n",
"OGLE-LMC-RRLYR-02593\t0.746\t0.051\t0.817\t0.019\t1.784\t0.042\t6290\t100\t-0.178\t0.087\t0.385\t0.099\t0.567\t0.028\t-1.061\t0.078\t\n",
"OGLE-LMC-RRLYR-02594\t0.667\t0.052\t0.747\t0.020\t1.677\t0.042\t6420\t100\t0.123\t0.087\t0.641\t0.099\t0.532\t0.029\t-0.710\t0.079\t\n",
"OGLE-LMC-RRLYR-02595\t0.541\t0.049\t0.705\t0.019\t1.669\t0.041\t6710\t100\t0.134\t0.087\t0.615\t0.098\t0.472\t0.028\t-0.597\t0.077\t\n",
"OGLE-LMC-RRLYR-02596\t0.679\t0.058\t0.751\t0.021\t1.680\t0.044\t6400\t110\t0.100\t0.091\t0.64\t0.10\t0.544\t0.030\t-0.746\t0.087\t\n",
"OGLE-LMC-RRLYR-02597\t0.699\t0.051\t0.727\t0.019\t1.648\t0.042\t6440\t100\t0.202\t0.089\t0.73\t0.10\t0.530\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-02602\t0.691\t0.052\t0.750\t0.019\t1.687\t0.042\t6430\t100\t0.098\t0.087\t0.622\t0.099\t0.534\t0.028\t-0.732\t0.078\t\n",
"OGLE-LMC-RRLYR-02604\t0.673\t0.052\t0.743\t0.019\t1.721\t0.042\t6620\t100\t0.033\t0.088\t0.540\t0.099\t0.498\t0.028\t-0.738\t0.079\t\n",
"OGLE-LMC-RRLYR-02605\t0.588\t0.051\t0.706\t0.019\t1.654\t0.042\t6640\t100\t0.184\t0.088\t0.663\t0.099\t0.482\t0.029\t-0.567\t0.079\t\n",
"OGLE-LMC-RRLYR-02606\t0.601\t0.050\t0.751\t0.019\t1.673\t0.044\t6400\t100\t0.080\t0.092\t0.61\t0.10\t0.535\t0.029\t-0.747\t0.079\t\n",
"OGLE-LMC-RRLYR-02613\t0.697\t0.051\t0.772\t0.020\t1.701\t0.043\t6310\t100\t0.034\t0.089\t0.58\t0.10\t0.558\t0.029\t-0.835\t0.079\t\n",
"OGLE-LMC-RRLYR-02616\t0.573\t0.053\t0.699\t0.020\t1.607\t0.042\t6510\t100\t0.267\t0.088\t0.78\t0.10\t0.517\t0.028\t-0.537\t0.079\t\n",
"OGLE-LMC-RRLYR-02618\t0.704\t0.050\t0.756\t0.019\t1.724\t0.042\t6520\t100\t0.011\t0.087\t0.530\t0.098\t0.517\t0.028\t-0.796\t0.077\t\n",
"OGLE-LMC-RRLYR-02619\t0.547\t0.051\t0.690\t0.019\t1.649\t0.042\t6750\t100\t0.198\t0.087\t0.677\t0.098\t0.464\t0.028\t-0.524\t0.077\t\n",
"OGLE-LMC-RRLYR-02621\t0.701\t0.049\t0.769\t0.019\t1.669\t0.042\t6225\t99\t0.103\t0.087\t0.676\t0.098\t0.579\t0.028\t-0.804\t0.077\t\n",
"OGLE-LMC-RRLYR-02623\t0.640\t0.053\t0.702\t0.020\t1.676\t0.042\t6740\t100\t0.158\t0.088\t0.639\t0.099\t0.467\t0.028\t-0.568\t0.080\t\n",
"OGLE-LMC-RRLYR-02624\t0.732\t0.052\t0.780\t0.020\t1.758\t0.042\t6460\t100\t-0.061\t0.087\t0.471\t0.099\t0.529\t0.028\t-0.890\t0.079\t\n",
"OGLE-LMC-RRLYR-02627\t0.612\t0.051\t0.707\t0.019\t1.660\t0.042\t6670\t100\t0.168\t0.087\t0.666\t0.098\t0.486\t0.028\t-0.584\t0.078\t\n",
"OGLE-LMC-RRLYR-02628\t0.665\t0.051\t0.733\t0.019\t1.687\t0.042\t6560\t100\t0.125\t0.087\t0.637\t0.098\t0.505\t0.028\t-0.662\t0.078\t\n",
"OGLE-LMC-RRLYR-02629\t0.605\t0.052\t0.723\t0.020\t1.647\t0.042\t6480\t100\t0.170\t0.088\t0.701\t0.099\t0.525\t0.028\t-0.648\t0.079\t\n",
"OGLE-LMC-RRLYR-02632\t0.539\t0.050\t0.695\t0.019\t1.671\t0.041\t6790\t100\t0.146\t0.087\t0.611\t0.098\t0.453\t0.028\t-0.557\t0.077\t\n",
"OGLE-LMC-RRLYR-02641\t0.640\t0.050\t0.740\t0.019\t1.677\t0.042\t6460\t100\t0.107\t0.087\t0.632\t0.099\t0.528\t0.028\t-0.717\t0.078\t\n",
"OGLE-LMC-RRLYR-02642\t0.717\t0.051\t0.776\t0.019\t1.719\t0.042\t6350\t100\t-0.003\t0.088\t0.54\t0.10\t0.554\t0.028\t-0.862\t0.078\t\n",
"OGLE-LMC-RRLYR-02643\t0.723\t0.051\t0.743\t0.019\t1.585\t0.042\t6148\t99\t0.311\t0.088\t0.908\t0.099\t0.604\t0.028\t-0.642\t0.078\t\n",
"OGLE-LMC-RRLYR-02647\t0.601\t0.051\t0.698\t0.019\t1.669\t0.042\t6750\t100\t0.155\t0.087\t0.639\t0.099\t0.464\t0.028\t-0.563\t0.078\t\n",
"OGLE-LMC-RRLYR-02648\t0.650\t0.050\t0.752\t0.019\t1.659\t0.042\t6353\t99\t0.135\t0.088\t0.68\t0.10\t0.550\t0.028\t-0.723\t0.077\t\n",
"OGLE-LMC-RRLYR-02649\t0.624\t0.053\t0.725\t0.020\t1.696\t0.042\t6660\t100\t0.086\t0.088\t0.584\t0.099\t0.487\t0.028\t-0.668\t0.079\t\n",
"OGLE-LMC-RRLYR-02651\t0.611\t0.051\t0.732\t0.020\t1.614\t0.042\t6300\t100\t0.229\t0.088\t0.78\t0.10\t0.563\t0.028\t-0.654\t0.078\t\n",
"OGLE-LMC-RRLYR-02654\t0.712\t0.050\t0.775\t0.019\t1.677\t0.042\t6216\t99\t0.080\t0.087\t0.655\t0.099\t0.580\t0.028\t-0.826\t0.077\t\n",
"OGLE-LMC-RRLYR-02655\t0.567\t0.051\t0.718\t0.019\t1.676\t0.042\t6640\t100\t0.122\t0.087\t0.616\t0.098\t0.487\t0.028\t-0.633\t0.078\t\n",
"OGLE-LMC-RRLYR-02660\t0.588\t0.052\t0.722\t0.019\t1.663\t0.042\t6560\t100\t0.149\t0.087\t0.655\t0.099\t0.505\t0.028\t-0.638\t0.078\t\n",
"OGLE-LMC-RRLYR-02661\t0.681\t0.057\t0.766\t0.021\t1.769\t0.043\t6620\t110\t-0.067\t0.089\t0.42\t0.10\t0.490\t0.030\t-0.824\t0.083\t\n",
"OGLE-LMC-RRLYR-02663\t0.597\t0.051\t0.717\t0.019\t1.645\t0.042\t6520\t100\t0.186\t0.087\t0.699\t0.099\t0.515\t0.028\t-0.614\t0.078\t\n",
"OGLE-LMC-RRLYR-02664\t0.597\t0.050\t0.777\t0.019\t1.720\t0.042\t6368\t99\t-0.033\t0.087\t0.506\t0.098\t0.547\t0.028\t-0.889\t0.077\t\n",
"OGLE-LMC-RRLYR-02668\t0.678\t0.051\t0.773\t0.019\t1.778\t0.042\t6600\t100\t-0.105\t0.087\t0.408\t0.098\t0.501\t0.028\t-0.881\t0.078\t\n",
"OGLE-LMC-RRLYR-02670\t0.559\t0.051\t0.711\t0.019\t1.700\t0.042\t6780\t100\t0.077\t0.087\t0.541\t0.098\t0.457\t0.028\t-0.628\t0.078\t\n",
"OGLE-LMC-RRLYR-02672\t0.685\t0.050\t0.762\t0.019\t1.672\t0.042\t6327\t99\t0.120\t0.087\t0.663\t0.099\t0.555\t0.028\t-0.747\t0.077\t\n",
"OGLE-LMC-RRLYR-02674\t0.658\t0.051\t0.781\t0.020\t1.691\t0.043\t6200\t110\t-0.010\t0.088\t0.58\t0.10\t0.587\t0.029\t-0.920\t0.080\t\n",
"OGLE-LMC-RRLYR-02680\t0.655\t0.051\t0.800\t0.020\t1.773\t0.044\t6410\t120\t-0.143\t0.091\t0.38\t0.11\t0.527\t0.032\t-0.965\t0.079\t\n",
"OGLE-LMC-RRLYR-02682\t0.676\t0.050\t0.826\t0.019\t1.834\t0.043\t6410\t110\t-0.297\t0.090\t0.22\t0.10\t0.525\t0.030\t-1.110\t0.078\t\n",
"OGLE-LMC-RRLYR-02683\t0.698\t0.050\t0.714\t0.019\t1.595\t0.042\t6390\t100\t0.308\t0.089\t0.85\t0.10\t0.542\t0.028\t-0.543\t0.078\t\n",
"OGLE-LMC-RRLYR-02687\t0.750\t0.050\t0.781\t0.019\t1.727\t0.042\t6351\t99\t0.026\t0.087\t0.557\t0.099\t0.546\t0.028\t-0.829\t0.077\t\n",
"OGLE-LMC-RRLYR-02689\t0.588\t0.050\t0.743\t0.019\t1.763\t0.042\t6780\t100\t-0.056\t0.087\t0.414\t0.098\t0.460\t0.028\t-0.768\t0.078\t\n",
"OGLE-LMC-RRLYR-02691\t0.738\t0.050\t0.773\t0.019\t1.714\t0.042\t6360\t100\t0.036\t0.087\t0.574\t0.098\t0.549\t0.028\t-0.819\t0.077\t\n",
"OGLE-LMC-RRLYR-02694\t0.703\t0.051\t0.746\t0.019\t1.674\t0.042\t6410\t100\t0.134\t0.087\t0.680\t0.099\t0.543\t0.028\t-0.711\t0.078\t\n",
"OGLE-LMC-RRLYR-02701\t0.694\t0.062\t0.787\t0.024\t1.771\t0.045\t6450\t110\t-0.107\t0.095\t0.41\t0.10\t0.527\t0.030\t-0.930\t0.094\t\n",
"OGLE-LMC-RRLYR-02705\t0.716\t0.051\t0.760\t0.019\t1.698\t0.042\t6400\t100\t0.072\t0.087\t0.603\t0.099\t0.541\t0.028\t-0.771\t0.078\t\n",
"OGLE-LMC-RRLYR-02717\t0.627\t0.051\t0.717\t0.019\t1.673\t0.042\t6640\t100\t0.167\t0.088\t0.648\t0.099\t0.485\t0.028\t-0.587\t0.078\t\n",
"OGLE-LMC-RRLYR-02720\t0.639\t0.050\t0.761\t0.019\t1.741\t0.041\t6550\t100\t-0.046\t0.087\t0.472\t0.098\t0.512\t0.028\t-0.841\t0.077\t\n",
"OGLE-LMC-RRLYR-02729\t0.602\t0.050\t0.784\t0.019\t1.703\t0.044\t6270\t110\t-0.014\t0.092\t0.55\t0.11\t0.568\t0.030\t-0.896\t0.079\t\n",
"OGLE-LMC-RRLYR-02735\t0.628\t0.051\t0.710\t0.019\t1.654\t0.042\t6610\t100\t0.202\t0.087\t0.699\t0.098\t0.495\t0.028\t-0.567\t0.078\t\n",
"OGLE-LMC-RRLYR-02741\t0.570\t0.052\t0.673\t0.020\t1.545\t0.042\t6480\t100\t0.454\t0.089\t0.97\t0.10\t0.524\t0.028\t-0.366\t0.079\t\n",
"OGLE-LMC-RRLYR-02744\t0.699\t0.051\t0.748\t0.019\t1.711\t0.042\t6540\t100\t0.056\t0.087\t0.574\t0.099\t0.513\t0.028\t-0.743\t0.078\t\n",
"OGLE-LMC-RRLYR-02747\t0.712\t0.053\t0.791\t0.020\t1.794\t0.042\t6510\t100\t-0.148\t0.088\t0.378\t0.098\t0.518\t0.029\t-0.956\t0.081\t\n",
"OGLE-LMC-RRLYR-02753\t0.608\t0.051\t0.705\t0.019\t1.674\t0.042\t6720\t100\t0.150\t0.087\t0.630\t0.098\t0.472\t0.028\t-0.582\t0.078\t\n",
"OGLE-LMC-RRLYR-02754\t0.642\t0.051\t0.725\t0.019\t1.697\t0.042\t6660\t100\t0.089\t0.087\t0.583\t0.098\t0.486\t0.028\t-0.665\t0.078\t\n",
"OGLE-LMC-RRLYR-02756\t0.598\t0.051\t0.734\t0.019\t1.623\t0.043\t6360\t100\t0.200\t0.090\t0.74\t0.10\t0.548\t0.029\t-0.648\t0.078\t\n",
"OGLE-LMC-RRLYR-02761\t0.647\t0.050\t0.726\t0.019\t1.689\t0.042\t6620\t100\t0.110\t0.087\t0.613\t0.098\t0.495\t0.028\t-0.660\t0.077\t\n",
"OGLE-LMC-RRLYR-02762\t0.691\t0.051\t0.761\t0.019\t1.700\t0.042\t6390\t100\t0.059\t0.087\t0.594\t0.099\t0.540\t0.028\t-0.783\t0.078\t\n",
"OGLE-LMC-RRLYR-02767\t0.696\t0.058\t0.759\t0.022\t1.714\t0.044\t6470\t110\t0.056\t0.091\t0.55\t0.10\t0.517\t0.030\t-0.754\t0.086\t\n",
"OGLE-LMC-RRLYR-02770\t0.650\t0.052\t0.778\t0.020\t1.748\t0.042\t6440\t100\t-0.089\t0.088\t0.43\t0.10\t0.530\t0.028\t-0.911\t0.080\t\n",
"OGLE-LMC-RRLYR-02772\t0.673\t0.051\t0.737\t0.019\t1.676\t0.042\t6480\t100\t0.127\t0.087\t0.639\t0.099\t0.523\t0.028\t-0.687\t0.078\t\n",
"OGLE-LMC-RRLYR-02776\t0.739\t0.052\t0.794\t0.020\t1.764\t0.042\t6380\t100\t-0.099\t0.088\t0.433\t0.099\t0.543\t0.028\t-0.946\t0.079\t\n",
"OGLE-LMC-RRLYR-02778\t0.590\t0.051\t0.690\t0.019\t1.657\t0.042\t6770\t100\t0.198\t0.087\t0.671\t0.098\t0.459\t0.028\t-0.513\t0.078\t\n",
"OGLE-LMC-RRLYR-02782\t0.647\t0.050\t0.765\t0.019\t1.748\t0.042\t6550\t100\t-0.064\t0.087\t0.455\t0.098\t0.512\t0.028\t-0.859\t0.077\t\n",
"OGLE-LMC-RRLYR-02785\t0.656\t0.052\t0.723\t0.019\t1.687\t0.042\t6630\t100\t0.114\t0.087\t0.618\t0.099\t0.494\t0.028\t-0.653\t0.078\t\n",
"OGLE-LMC-RRLYR-02786\t0.627\t0.052\t0.728\t0.020\t1.670\t0.042\t6520\t100\t0.126\t0.088\t0.639\t0.099\t0.515\t0.028\t-0.675\t0.080\t\n",
"OGLE-LMC-RRLYR-02787\t0.612\t0.052\t0.729\t0.020\t1.701\t0.042\t6630\t100\t0.081\t0.087\t0.567\t0.099\t0.486\t0.028\t-0.676\t0.079\t\n",
"OGLE-LMC-RRLYR-02793\t0.652\t0.051\t0.702\t0.019\t1.600\t0.042\t6480\t100\t0.299\t0.088\t0.84\t0.10\t0.529\t0.028\t-0.521\t0.078\t\n",
"OGLE-LMC-RRLYR-02798\t0.719\t0.051\t0.751\t0.019\t1.685\t0.042\t6410\t100\t0.121\t0.087\t0.650\t0.099\t0.537\t0.028\t-0.717\t0.078\t\n",
"OGLE-LMC-RRLYR-02799\t0.567\t0.051\t0.702\t0.019\t1.662\t0.042\t6710\t100\t0.182\t0.087\t0.666\t0.099\t0.472\t0.028\t-0.549\t0.077\t\n",
"OGLE-LMC-RRLYR-02800\t0.661\t0.050\t0.760\t0.019\t1.654\t0.042\t6275\t99\t0.135\t0.087\t0.703\t0.099\t0.573\t0.028\t-0.750\t0.077\t\n",
"OGLE-LMC-RRLYR-02801\t0.655\t0.050\t0.803\t0.019\t1.757\t0.042\t6300\t100\t-0.113\t0.087\t0.436\t0.099\t0.556\t0.028\t-0.985\t0.078\t\n",
"OGLE-LMC-RRLYR-02803\t0.661\t0.051\t0.726\t0.019\t1.664\t0.042\t6520\t100\t0.169\t0.087\t0.681\t0.099\t0.516\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-02805\t0.641\t0.052\t0.732\t0.019\t1.725\t0.042\t6710\t100\t0.040\t0.088\t0.524\t0.099\t0.473\t0.028\t-0.692\t0.079\t\n",
"OGLE-LMC-RRLYR-02807\t0.642\t0.051\t0.758\t0.019\t1.742\t0.042\t6570\t100\t-0.042\t0.087\t0.463\t0.099\t0.505\t0.028\t-0.826\t0.079\t\n",
"OGLE-LMC-RRLYR-02812\t0.712\t0.050\t0.765\t0.019\t1.668\t0.042\t6260\t100\t0.117\t0.088\t0.67\t0.10\t0.569\t0.028\t-0.768\t0.078\t\n",
"OGLE-LMC-RRLYR-02815\t0.650\t0.051\t0.726\t0.020\t1.667\t0.042\t6530\t100\t0.165\t0.087\t0.666\t0.099\t0.509\t0.028\t-0.631\t0.079\t\n",
"OGLE-LMC-RRLYR-02816\t0.580\t0.052\t0.699\t0.019\t1.676\t0.042\t6780\t100\t0.162\t0.087\t0.630\t0.099\t0.456\t0.029\t-0.547\t0.078\t\n",
"OGLE-LMC-RRLYR-02818\t0.601\t0.054\t0.686\t0.020\t1.649\t0.042\t6760\t100\t0.215\t0.088\t0.695\t0.099\t0.462\t0.028\t-0.504\t0.081\t\n",
"OGLE-LMC-RRLYR-02819\t0.667\t0.050\t0.756\t0.019\t1.658\t0.042\t6318\t99\t0.123\t0.088\t0.683\t0.099\t0.562\t0.028\t-0.746\t0.077\t\n",
"OGLE-LMC-RRLYR-02820\t0.624\t0.050\t0.724\t0.019\t1.687\t0.042\t6630\t100\t0.100\t0.087\t0.604\t0.098\t0.493\t0.028\t-0.666\t0.077\t\n",
"OGLE-LMC-RRLYR-02821\t0.664\t0.052\t0.726\t0.019\t1.683\t0.042\t6590\t100\t0.116\t0.087\t0.628\t0.099\t0.503\t0.028\t-0.665\t0.079\t\n",
"OGLE-LMC-RRLYR-02824\t0.607\t0.051\t0.743\t0.019\t1.724\t0.042\t6630\t100\t0.003\t0.087\t0.502\t0.098\t0.493\t0.028\t-0.760\t0.078\t\n",
"OGLE-LMC-RRLYR-02826\t0.685\t0.051\t0.749\t0.019\t1.674\t0.042\t6390\t100\t0.125\t0.087\t0.657\t0.099\t0.542\t0.028\t-0.717\t0.078\t\n",
"OGLE-LMC-RRLYR-02828\t0.654\t0.050\t0.748\t0.019\t1.636\t0.042\t6282\t99\t0.186\t0.088\t0.74\t0.10\t0.565\t0.028\t-0.700\t0.077\t\n",
"OGLE-LMC-RRLYR-02832\t0.606\t0.052\t0.739\t0.019\t1.740\t0.042\t6720\t100\t-0.015\t0.087\t0.465\t0.099\t0.473\t0.028\t-0.747\t0.079\t\n",
"OGLE-LMC-RRLYR-02833\t0.593\t0.051\t0.699\t0.019\t1.641\t0.042\t6640\t100\t0.236\t0.087\t0.722\t0.099\t0.484\t0.028\t-0.514\t0.078\t\n",
"OGLE-LMC-RRLYR-02840\t0.719\t0.051\t0.784\t0.020\t1.748\t0.042\t6410\t100\t-0.042\t0.088\t0.47\t0.10\t0.525\t0.028\t-0.862\t0.078\t\n",
"OGLE-LMC-RRLYR-02842\t0.613\t0.053\t0.793\t0.021\t1.750\t0.044\t6330\t100\t-0.118\t0.091\t0.43\t0.10\t0.553\t0.029\t-0.974\t0.083\t\n",
"OGLE-LMC-RRLYR-02845\t0.591\t0.050\t0.711\t0.019\t1.689\t0.042\t6740\t100\t0.113\t0.087\t0.592\t0.098\t0.467\t0.028\t-0.610\t0.078\t\n",
"OGLE-LMC-RRLYR-02851\t0.653\t0.050\t0.785\t0.019\t1.729\t0.042\t6330\t100\t-0.044\t0.087\t0.501\t0.099\t0.553\t0.028\t-0.907\t0.077\t\n",
"OGLE-LMC-RRLYR-02853\t0.670\t0.051\t0.748\t0.020\t1.701\t0.042\t6490\t100\t0.078\t0.088\t0.592\t0.099\t0.518\t0.028\t-0.728\t0.079\t\n",
"OGLE-LMC-RRLYR-02854\t0.548\t0.050\t0.688\t0.019\t1.676\t0.042\t6870\t100\t0.159\t0.087\t0.606\t0.098\t0.441\t0.028\t-0.522\t0.077\t\n",
"OGLE-LMC-RRLYR-02856\t0.666\t0.052\t0.780\t0.020\t1.769\t0.042\t6510\t100\t-0.116\t0.088\t0.398\t0.099\t0.516\t0.028\t-0.917\t0.080\t\n",
"OGLE-LMC-RRLYR-02860\t0.643\t0.050\t0.720\t0.019\t1.681\t0.042\t6646\t99\t0.123\t0.087\t0.622\t0.099\t0.491\t0.028\t-0.640\t0.077\t\n",
"OGLE-LMC-RRLYR-02862\t0.688\t0.051\t0.735\t0.020\t1.627\t0.043\t6370\t100\t0.187\t0.090\t0.74\t0.10\t0.550\t0.028\t-0.669\t0.079\t\n",
"OGLE-LMC-RRLYR-02865\t0.707\t0.053\t0.749\t0.020\t1.649\t0.043\t6290\t110\t0.138\t0.089\t0.71\t0.10\t0.576\t0.029\t-0.758\t0.081\t\n",
"OGLE-LMC-RRLYR-02867\t0.670\t0.053\t0.738\t0.020\t1.703\t0.042\t6580\t100\t0.083\t0.087\t0.588\t0.099\t0.501\t0.028\t-0.696\t0.079\t\n",
"OGLE-LMC-RRLYR-02869\t0.690\t0.050\t0.749\t0.019\t1.699\t0.042\t6460\t100\t0.084\t0.087\t0.614\t0.099\t0.528\t0.028\t-0.746\t0.078\t\n",
"OGLE-LMC-RRLYR-02871\t0.734\t0.051\t0.751\t0.020\t1.681\t0.042\t6390\t100\t0.138\t0.088\t0.664\t0.099\t0.539\t0.028\t-0.705\t0.079\t\n",
"OGLE-LMC-RRLYR-02872\t0.722\t0.050\t0.807\t0.019\t1.779\t0.042\t6340\t100\t-0.151\t0.087\t0.397\t0.098\t0.551\t0.028\t-1.008\t0.078\t\n",
"OGLE-LMC-RRLYR-02873\t0.657\t0.052\t0.750\t0.019\t1.720\t0.042\t6550\t100\t0.031\t0.087\t0.544\t0.099\t0.508\t0.028\t-0.756\t0.078\t\n",
"OGLE-LMC-RRLYR-02874\t0.666\t0.050\t0.749\t0.019\t1.643\t0.042\t6290\t100\t0.175\t0.087\t0.730\t0.099\t0.569\t0.028\t-0.711\t0.078\t\n",
"OGLE-LMC-RRLYR-02875\t0.647\t0.052\t0.720\t0.020\t1.665\t0.042\t6580\t100\t0.164\t0.088\t0.671\t0.099\t0.503\t0.028\t-0.619\t0.079\t\n",
"OGLE-LMC-RRLYR-02876\t0.560\t0.051\t0.681\t0.019\t1.626\t0.042\t6720\t100\t0.271\t0.088\t0.745\t0.099\t0.469\t0.028\t-0.465\t0.078\t\n",
"OGLE-LMC-RRLYR-02877\t0.683\t0.051\t0.737\t0.019\t1.680\t0.042\t6500\t100\t0.132\t0.087\t0.650\t0.099\t0.520\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-02886\t0.551\t0.051\t0.713\t0.019\t1.552\t0.043\t6240\t100\t0.346\t0.089\t0.92\t0.10\t0.588\t0.028\t-0.569\t0.078\t\n",
"OGLE-LMC-RRLYR-02898\t0.693\t0.052\t0.762\t0.019\t1.715\t0.042\t6430\t100\t0.009\t0.088\t0.54\t0.10\t0.536\t0.028\t-0.821\t0.079\t\n",
"OGLE-LMC-RRLYR-02900\t0.565\t0.052\t0.704\t0.019\t1.704\t0.042\t6840\t100\t0.097\t0.087\t0.553\t0.098\t0.443\t0.028\t-0.587\t0.079\t\n",
"OGLE-LMC-RRLYR-02901\t0.536\t0.051\t0.701\t0.019\t1.666\t0.042\t6730\t100\t0.143\t0.087\t0.628\t0.098\t0.469\t0.028\t-0.585\t0.078\t\n",
"OGLE-LMC-RRLYR-02905\t0.556\t0.051\t0.673\t0.019\t1.670\t0.042\t6940\t100\t0.193\t0.087\t0.624\t0.099\t0.416\t0.029\t-0.450\t0.079\t\n",
"OGLE-LMC-RRLYR-02907\t0.726\t0.051\t0.744\t0.019\t1.646\t0.042\t6310\t100\t0.195\t0.087\t0.746\t0.099\t0.560\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-02908\t0.575\t0.051\t0.737\t0.019\t1.693\t0.042\t6550\t100\t0.052\t0.088\t0.566\t0.099\t0.509\t0.028\t-0.732\t0.078\t\n",
"OGLE-LMC-RRLYR-02910\t0.630\t0.053\t0.720\t0.020\t1.682\t0.042\t6650\t100\t0.113\t0.089\t0.60\t0.10\t0.491\t0.028\t-0.650\t0.080\t\n",
"OGLE-LMC-RRLYR-02914\t0.629\t0.052\t0.702\t0.019\t1.620\t0.042\t6530\t100\t0.260\t0.087\t0.768\t0.099\t0.513\t0.028\t-0.541\t0.078\t\n",
"OGLE-LMC-RRLYR-02915\t0.632\t0.053\t0.720\t0.020\t1.698\t0.042\t6690\t100\t0.086\t0.088\t0.583\t0.099\t0.480\t0.029\t-0.661\t0.080\t\n",
"OGLE-LMC-RRLYR-02916\t0.617\t0.051\t0.713\t0.019\t1.651\t0.042\t6580\t100\t0.171\t0.087\t0.681\t0.099\t0.505\t0.028\t-0.612\t0.078\t\n",
"OGLE-LMC-RRLYR-02919\t0.664\t0.053\t0.754\t0.020\t1.759\t0.042\t6670\t100\t-0.052\t0.088\t0.44\t0.10\t0.485\t0.028\t-0.803\t0.079\t\n",
"OGLE-LMC-RRLYR-02920\t0.667\t0.050\t0.741\t0.019\t1.658\t0.042\t6390\t100\t0.150\t0.088\t0.68\t0.10\t0.542\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-02921\t0.667\t0.051\t0.749\t0.019\t1.674\t0.042\t6390\t100\t0.127\t0.087\t0.652\t0.099\t0.539\t0.028\t-0.716\t0.078\t\n",
"OGLE-LMC-RRLYR-02922\t0.770\t0.050\t0.787\t0.019\t1.692\t0.042\t6200\t100\t0.053\t0.087\t0.637\t0.098\t0.593\t0.028\t-0.863\t0.077\t\n",
"OGLE-LMC-RRLYR-02924\t0.682\t0.053\t0.735\t0.020\t1.711\t0.042\t6630\t100\t0.061\t0.088\t0.56\t0.10\t0.494\t0.028\t-0.706\t0.080\t\n",
"OGLE-LMC-RRLYR-02930\t0.626\t0.051\t0.714\t0.019\t1.662\t0.042\t6610\t100\t0.158\t0.087\t0.657\t0.099\t0.497\t0.028\t-0.614\t0.078\t\n",
"OGLE-LMC-RRLYR-02932\t0.601\t0.051\t0.710\t0.019\t1.659\t0.042\t6630\t100\t0.157\t0.088\t0.655\t0.099\t0.493\t0.028\t-0.604\t0.078\t\n",
"OGLE-LMC-RRLYR-02939\t0.614\t0.053\t0.706\t0.020\t1.684\t0.042\t6750\t100\t0.132\t0.088\t0.602\t0.099\t0.464\t0.028\t-0.587\t0.079\t\n",
"OGLE-LMC-RRLYR-02944\t0.763\t0.050\t0.776\t0.019\t1.735\t0.042\t6410\t100\t0.009\t0.087\t0.532\t0.098\t0.535\t0.028\t-0.827\t0.078\t\n",
"OGLE-LMC-RRLYR-02945\t0.613\t0.050\t0.743\t0.019\t1.665\t0.042\t6430\t100\t0.118\t0.088\t0.64\t0.10\t0.527\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-02948\t0.592\t0.051\t0.690\t0.019\t1.605\t0.042\t6560\t100\t0.276\t0.088\t0.77\t0.10\t0.498\t0.028\t-0.502\t0.078\t\n",
"OGLE-LMC-RRLYR-02950\t0.643\t0.063\t0.780\t0.024\t1.774\t0.044\t6530\t120\t-0.140\t0.093\t0.38\t0.10\t0.518\t0.033\t-0.942\t0.096\t\n",
"OGLE-LMC-RRLYR-02952\t0.608\t0.050\t0.712\t0.019\t1.547\t0.043\t6220\t100\t0.364\t0.089\t0.94\t0.10\t0.589\t0.028\t-0.556\t0.078\t\n",
"OGLE-LMC-RRLYR-02953\t0.672\t0.051\t0.748\t0.019\t1.693\t0.042\t6460\t100\t0.075\t0.087\t0.597\t0.099\t0.528\t0.028\t-0.748\t0.078\t\n",
"OGLE-LMC-RRLYR-02956\t0.580\t0.051\t0.696\t0.019\t1.630\t0.042\t6640\t100\t0.237\t0.087\t0.744\t0.099\t0.491\t0.028\t-0.526\t0.077\t\n",
"OGLE-LMC-RRLYR-02958\t0.656\t0.051\t0.732\t0.019\t1.688\t0.042\t6570\t100\t0.099\t0.087\t0.614\t0.098\t0.506\t0.028\t-0.686\t0.077\t\n",
"OGLE-LMC-RRLYR-02961\t0.622\t0.050\t0.780\t0.019\t1.780\t0.042\t6560\t100\t-0.155\t0.087\t0.364\t0.098\t0.512\t0.028\t-0.950\t0.078\t\n",
"OGLE-LMC-RRLYR-02963\t0.660\t0.057\t0.744\t0.022\t1.679\t0.044\t6450\t110\t0.126\t0.091\t0.63\t0.10\t0.524\t0.030\t-0.690\t0.085\t\n",
"OGLE-LMC-RRLYR-02964\t0.607\t0.055\t0.701\t0.020\t1.655\t0.044\t6680\t110\t0.190\t0.090\t0.67\t0.10\t0.480\t0.029\t-0.554\t0.082\t\n",
"OGLE-LMC-RRLYR-02969\t0.672\t0.052\t0.768\t0.020\t1.762\t0.042\t6570\t100\t-0.084\t0.087\t0.427\t0.099\t0.508\t0.029\t-0.873\t0.080\t\n",
"OGLE-LMC-RRLYR-02971\t0.678\t0.050\t0.792\t0.019\t1.742\t0.042\t6310\t99\t-0.085\t0.087\t0.470\t0.099\t0.560\t0.028\t-0.952\t0.078\t\n",
"OGLE-LMC-RRLYR-02972\t0.760\t0.051\t0.765\t0.019\t1.736\t0.042\t6500\t100\t0.012\t0.087\t0.533\t0.099\t0.522\t0.028\t-0.803\t0.078\t\n",
"OGLE-LMC-RRLYR-02982\t0.637\t0.051\t0.753\t0.019\t1.716\t0.042\t6520\t100\t0.003\t0.088\t0.525\t0.099\t0.518\t0.028\t-0.800\t0.079\t\n",
"OGLE-LMC-RRLYR-02986\t0.562\t0.050\t0.655\t0.019\t1.559\t0.042\t6660\t100\t0.362\t0.088\t0.86\t0.10\t0.487\t0.028\t-0.394\t0.077\t\n",
"OGLE-LMC-RRLYR-02988\t0.686\t0.050\t0.751\t0.019\t1.650\t0.042\t6290\t100\t0.168\t0.087\t0.716\t0.099\t0.562\t0.028\t-0.716\t0.077\t\n",
"OGLE-LMC-RRLYR-02989\t0.557\t0.050\t0.660\t0.019\t1.617\t0.042\t6840\t100\t0.292\t0.087\t0.722\t0.099\t0.420\t0.028\t-0.370\t0.077\t\n",
"OGLE-LMC-RRLYR-02991\t0.599\t0.054\t0.699\t0.020\t1.648\t0.042\t6670\t100\t0.189\t0.088\t0.689\t0.099\t0.483\t0.028\t-0.560\t0.080\t\n",
"OGLE-LMC-RRLYR-02994\t0.598\t0.050\t0.723\t0.019\t1.689\t0.042\t6650\t100\t0.091\t0.087\t0.586\t0.098\t0.488\t0.028\t-0.665\t0.077\t\n",
"OGLE-LMC-RRLYR-02995\t0.732\t0.054\t0.772\t0.021\t1.707\t0.043\t6340\t100\t0.051\t0.089\t0.59\t0.10\t0.551\t0.029\t-0.807\t0.082\t\n",
"OGLE-LMC-RRLYR-02996\t0.579\t0.054\t0.677\t0.020\t1.651\t0.042\t6850\t100\t0.228\t0.089\t0.685\t0.099\t0.445\t0.028\t-0.460\t0.081\t\n",
"OGLE-LMC-RRLYR-03004\t0.599\t0.050\t0.701\t0.019\t1.650\t0.042\t6660\t100\t0.225\t0.087\t0.711\t0.099\t0.479\t0.028\t-0.524\t0.078\t\n",
"OGLE-LMC-RRLYR-03006\t0.610\t0.050\t0.747\t0.019\t1.743\t0.042\t6673\t99\t-0.041\t0.087\t0.451\t0.099\t0.486\t0.028\t-0.794\t0.077\t\n",
"OGLE-LMC-RRLYR-03014\t0.659\t0.052\t0.712\t0.019\t1.670\t0.042\t6650\t100\t0.185\t0.087\t0.674\t0.099\t0.486\t0.028\t-0.570\t0.078\t\n",
"OGLE-LMC-RRLYR-03015\t0.649\t0.051\t0.728\t0.019\t1.597\t0.042\t6290\t100\t0.275\t0.088\t0.84\t0.10\t0.575\t0.029\t-0.610\t0.078\t\n",
"OGLE-LMC-RRLYR-03017\t0.654\t0.050\t0.735\t0.019\t1.709\t0.042\t6630\t100\t0.053\t0.087\t0.551\t0.098\t0.493\t0.028\t-0.714\t0.078\t\n",
"OGLE-LMC-RRLYR-03018\t0.680\t0.051\t0.733\t0.019\t1.704\t0.042\t6620\t100\t0.080\t0.087\t0.586\t0.098\t0.496\t0.028\t-0.691\t0.078\t\n",
"OGLE-LMC-RRLYR-03022\t0.603\t0.051\t0.742\t0.019\t1.714\t0.042\t6600\t100\t0.012\t0.087\t0.522\t0.099\t0.503\t0.029\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-03024\t0.710\t0.050\t0.764\t0.019\t1.668\t0.042\t6260\t100\t0.113\t0.087\t0.681\t0.098\t0.573\t0.028\t-0.777\t0.077\t\n",
"OGLE-LMC-RRLYR-03028\t0.565\t0.051\t0.685\t0.019\t1.664\t0.042\t6840\t100\t0.191\t0.087\t0.650\t0.098\t0.447\t0.028\t-0.499\t0.078\t\n",
"OGLE-LMC-RRLYR-03029\t0.562\t0.051\t0.692\t0.019\t1.671\t0.042\t6810\t100\t0.163\t0.087\t0.622\t0.098\t0.449\t0.028\t-0.535\t0.078\t\n",
"OGLE-LMC-RRLYR-03030\t0.622\t0.050\t0.732\t0.019\t1.696\t0.042\t6612\t99\t0.074\t0.087\t0.589\t0.098\t0.499\t0.028\t-0.700\t0.077\t\n",
"OGLE-LMC-RRLYR-03033\t0.730\t0.051\t0.803\t0.019\t1.776\t0.042\t6360\t100\t-0.133\t0.087\t0.406\t0.099\t0.547\t0.028\t-0.987\t0.078\t\n",
"OGLE-LMC-RRLYR-03034\t0.650\t0.052\t0.757\t0.019\t1.783\t0.042\t6740\t100\t-0.088\t0.087\t0.390\t0.098\t0.467\t0.028\t-0.809\t0.079\t\n",
"OGLE-LMC-RRLYR-03035\t0.684\t0.051\t0.738\t0.019\t1.697\t0.042\t6550\t100\t0.101\t0.087\t0.609\t0.098\t0.509\t0.028\t-0.694\t0.078\t\n",
"OGLE-LMC-RRLYR-03038\t0.704\t0.050\t0.782\t0.019\t1.789\t0.042\t6570\t100\t-0.136\t0.087\t0.377\t0.098\t0.509\t0.028\t-0.926\t0.077\t\n",
"OGLE-LMC-RRLYR-03039\t0.738\t0.050\t0.770\t0.019\t1.705\t0.042\t6378\t99\t0.040\t0.088\t0.58\t0.10\t0.539\t0.028\t-0.798\t0.078\t\n",
"OGLE-LMC-RRLYR-03040\t0.681\t0.050\t0.738\t0.019\t1.694\t0.042\t6550\t100\t0.093\t0.087\t0.613\t0.099\t0.513\t0.028\t-0.705\t0.077\t\n",
"OGLE-LMC-RRLYR-03042\t0.608\t0.053\t0.779\t0.021\t1.751\t0.044\t6460\t120\t-0.092\t0.091\t0.41\t0.11\t0.513\t0.034\t-0.899\t0.084\t\n",
"OGLE-LMC-RRLYR-03047\t0.698\t0.051\t0.742\t0.019\t1.697\t0.042\t6520\t100\t0.110\t0.087\t0.611\t0.099\t0.511\t0.028\t-0.686\t0.079\t\n",
"OGLE-LMC-RRLYR-03049\t0.612\t0.051\t0.740\t0.019\t1.733\t0.042\t6690\t100\t-0.006\t0.087\t0.478\t0.099\t0.481\t0.028\t-0.752\t0.078\t\n",
"OGLE-LMC-RRLYR-03052\t0.702\t0.051\t0.753\t0.019\t1.687\t0.042\t6400\t100\t0.101\t0.087\t0.630\t0.099\t0.539\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-03056\t0.628\t0.050\t0.738\t0.019\t1.643\t0.042\t6380\t100\t0.170\t0.088\t0.70\t0.10\t0.540\t0.028\t-0.669\t0.077\t\n",
"OGLE-LMC-RRLYR-03060\t0.643\t0.049\t0.769\t0.019\t1.777\t0.042\t6641\t99\t-0.116\t0.087\t0.385\t0.098\t0.494\t0.028\t-0.882\t0.077\t\n",
"OGLE-LMC-RRLYR-03061\t0.620\t0.051\t0.721\t0.019\t1.697\t0.042\t6690\t100\t0.091\t0.087\t0.578\t0.098\t0.479\t0.028\t-0.650\t0.078\t\n",
"OGLE-LMC-RRLYR-03071\t0.599\t0.055\t0.684\t0.020\t1.658\t0.043\t6830\t100\t0.206\t0.089\t0.66\t0.10\t0.453\t0.028\t-0.494\t0.081\t\n",
"OGLE-LMC-RRLYR-03073\t0.679\t0.051\t0.767\t0.019\t1.753\t0.042\t6540\t100\t-0.060\t0.088\t0.453\t0.099\t0.512\t0.028\t-0.858\t0.079\t\n",
"OGLE-LMC-RRLYR-03074\t0.570\t0.050\t0.700\t0.019\t1.557\t0.043\t6360\t100\t0.365\t0.089\t0.91\t0.10\t0.554\t0.028\t-0.499\t0.077\t\n",
"OGLE-LMC-RRLYR-03075\t0.670\t0.052\t0.719\t0.019\t1.695\t0.042\t6690\t100\t0.120\t0.088\t0.614\t0.099\t0.481\t0.028\t-0.630\t0.079\t\n",
"OGLE-LMC-RRLYR-03076\t0.684\t0.051\t0.770\t0.019\t1.756\t0.042\t6540\t100\t-0.070\t0.087\t0.445\t0.098\t0.514\t0.028\t-0.870\t0.078\t\n",
"OGLE-LMC-RRLYR-03077\t0.665\t0.057\t0.739\t0.021\t1.692\t0.044\t6540\t100\t0.095\t0.089\t0.60\t0.10\t0.511\t0.029\t-0.700\t0.082\t\n",
"OGLE-LMC-RRLYR-03080\t0.694\t0.051\t0.743\t0.019\t1.681\t0.042\t6460\t100\t0.129\t0.087\t0.647\t0.099\t0.527\t0.028\t-0.693\t0.078\t\n",
"OGLE-LMC-RRLYR-03081\t0.699\t0.050\t0.774\t0.019\t1.686\t0.042\t6280\t100\t0.072\t0.088\t0.63\t0.10\t0.565\t0.028\t-0.805\t0.077\t\n",
"OGLE-LMC-RRLYR-03082\t0.651\t0.053\t0.762\t0.020\t1.772\t0.042\t6650\t100\t-0.093\t0.088\t0.403\t0.099\t0.487\t0.029\t-0.850\t0.082\t\n",
"OGLE-LMC-RRLYR-03087\t0.624\t0.051\t0.722\t0.019\t1.678\t0.042\t6610\t100\t0.123\t0.087\t0.632\t0.099\t0.499\t0.028\t-0.652\t0.077\t\n",
"OGLE-LMC-RRLYR-03090\t0.662\t0.050\t0.746\t0.019\t1.651\t0.042\t6330\t100\t0.169\t0.087\t0.711\t0.099\t0.554\t0.028\t-0.699\t0.077\t\n",
"OGLE-LMC-RRLYR-03091\t0.691\t0.051\t0.759\t0.019\t1.701\t0.042\t6410\t100\t0.060\t0.087\t0.589\t0.099\t0.536\t0.028\t-0.773\t0.078\t\n",
"OGLE-LMC-RRLYR-03093\t0.646\t0.051\t0.717\t0.019\t1.677\t0.042\t6640\t100\t0.135\t0.087\t0.630\t0.099\t0.491\t0.028\t-0.627\t0.078\t\n",
"OGLE-LMC-RRLYR-03098\t0.564\t0.051\t0.714\t0.019\t1.645\t0.042\t6540\t100\t0.168\t0.087\t0.681\t0.099\t0.512\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-03099\t0.593\t0.052\t0.721\t0.020\t1.701\t0.042\t6700\t100\t0.075\t0.087\t0.560\t0.098\t0.474\t0.029\t-0.664\t0.080\t\n",
"OGLE-LMC-RRLYR-03103\t0.743\t0.050\t0.778\t0.019\t1.705\t0.042\t6290\t100\t0.035\t0.087\t0.590\t0.099\t0.563\t0.028\t-0.846\t0.077\t\n",
"OGLE-LMC-RRLYR-03106\t0.657\t0.053\t0.731\t0.020\t1.662\t0.042\t6470\t100\t0.159\t0.088\t0.675\t0.099\t0.522\t0.029\t-0.663\t0.081\t\n",
"OGLE-LMC-RRLYR-03111\t0.592\t0.051\t0.704\t0.019\t1.681\t0.042\t6760\t100\t0.136\t0.087\t0.606\t0.098\t0.462\t0.028\t-0.582\t0.078\t\n",
"OGLE-LMC-RRLYR-03114\t0.707\t0.053\t0.764\t0.020\t1.693\t0.042\t6350\t100\t0.086\t0.088\t0.63\t0.10\t0.548\t0.029\t-0.770\t0.080\t\n",
"OGLE-LMC-RRLYR-03119\t0.631\t0.050\t0.718\t0.019\t1.668\t0.042\t6618\t99\t0.140\t0.087\t0.647\t0.098\t0.498\t0.028\t-0.632\t0.077\t\n",
"OGLE-LMC-RRLYR-03120\t0.699\t0.051\t0.749\t0.019\t1.730\t0.042\t6590\t100\t0.023\t0.087\t0.527\t0.098\t0.500\t0.028\t-0.757\t0.078\t\n",
"OGLE-LMC-RRLYR-03122\t0.535\t0.050\t0.712\t0.019\t1.692\t0.042\t6730\t100\t0.091\t0.087\t0.570\t0.098\t0.463\t0.028\t-0.633\t0.077\t\n",
"OGLE-LMC-RRLYR-03124\t0.594\t0.050\t0.712\t0.019\t1.558\t0.043\t6270\t100\t0.352\t0.089\t0.91\t0.10\t0.570\t0.028\t-0.539\t0.077\t\n",
"OGLE-LMC-RRLYR-03125\t0.646\t0.051\t0.768\t0.019\t1.715\t0.042\t6400\t100\t0.007\t0.087\t0.536\t0.099\t0.537\t0.028\t-0.831\t0.078\t\n",
"OGLE-LMC-RRLYR-03128\t0.699\t0.052\t0.743\t0.019\t1.694\t0.042\t6510\t100\t0.107\t0.087\t0.625\t0.099\t0.518\t0.028\t-0.700\t0.079\t\n",
"OGLE-LMC-RRLYR-03130\t0.606\t0.052\t0.707\t0.019\t1.635\t0.042\t6570\t100\t0.204\t0.088\t0.717\t0.099\t0.508\t0.028\t-0.586\t0.079\t\n",
"OGLE-LMC-RRLYR-03131\t0.544\t0.051\t0.675\t0.019\t1.588\t0.042\t6600\t100\t0.303\t0.087\t0.830\t0.098\t0.500\t0.028\t-0.466\t0.078\t\n",
"OGLE-LMC-RRLYR-03136\t0.659\t0.051\t0.781\t0.019\t1.738\t0.042\t6380\t100\t-0.064\t0.088\t0.47\t0.10\t0.543\t0.028\t-0.906\t0.078\t\n",
"OGLE-LMC-RRLYR-03139\t0.746\t0.051\t0.763\t0.019\t1.737\t0.042\t6520\t100\t0.007\t0.087\t0.530\t0.098\t0.519\t0.028\t-0.801\t0.077\t\n",
"OGLE-LMC-RRLYR-03141\t0.570\t0.052\t0.711\t0.019\t1.716\t0.042\t6850\t100\t0.070\t0.087\t0.527\t0.099\t0.446\t0.028\t-0.617\t0.079\t\n",
"OGLE-LMC-RRLYR-03146\t0.677\t0.050\t0.739\t0.019\t1.711\t0.042\t6610\t100\t0.080\t0.087\t0.582\t0.098\t0.495\t0.028\t-0.687\t0.077\t\n",
"OGLE-LMC-RRLYR-03150\t0.583\t0.051\t0.699\t0.019\t1.639\t0.042\t6650\t100\t0.231\t0.088\t0.726\t0.099\t0.486\t0.028\t-0.519\t0.078\t\n",
"OGLE-LMC-RRLYR-03152\t0.688\t0.057\t0.728\t0.021\t1.648\t0.043\t6450\t100\t0.198\t0.089\t0.73\t0.10\t0.535\t0.028\t-0.636\t0.082\t\n",
"OGLE-LMC-RRLYR-03155\t0.664\t0.051\t0.743\t0.019\t1.686\t0.042\t6480\t100\t0.114\t0.087\t0.629\t0.098\t0.520\t0.028\t-0.695\t0.078\t\n",
"OGLE-LMC-RRLYR-03159\t0.584\t0.058\t0.717\t0.021\t1.655\t0.043\t6560\t110\t0.148\t0.090\t0.66\t0.10\t0.506\t0.030\t-0.637\t0.085\t\n",
"OGLE-LMC-RRLYR-03160\t0.764\t0.051\t0.772\t0.019\t1.704\t0.042\t6330\t100\t0.073\t0.088\t0.613\t0.099\t0.554\t0.028\t-0.793\t0.078\t\n",
"OGLE-LMC-RRLYR-03164\t0.595\t0.052\t0.689\t0.019\t1.662\t0.042\t6790\t100\t0.189\t0.088\t0.664\t0.099\t0.457\t0.028\t-0.521\t0.079\t\n",
"OGLE-LMC-RRLYR-03165\t0.699\t0.050\t0.767\t0.019\t1.689\t0.042\t6320\t100\t0.083\t0.087\t0.630\t0.099\t0.555\t0.028\t-0.783\t0.077\t\n",
"OGLE-LMC-RRLYR-03169\t0.634\t0.051\t0.730\t0.019\t1.646\t0.042\t6430\t100\t0.190\t0.087\t0.713\t0.098\t0.532\t0.028\t-0.639\t0.078\t\n",
"OGLE-LMC-RRLYR-03170\t0.614\t0.068\t0.720\t0.026\t1.663\t0.045\t6550\t130\t0.170\t0.096\t0.66\t0.10\t0.502\t0.033\t-0.61\t0.10\t\n",
"OGLE-LMC-RRLYR-03171\t0.616\t0.050\t0.742\t0.019\t1.653\t0.042\t6397\t99\t0.139\t0.088\t0.67\t0.10\t0.534\t0.028\t-0.691\t0.077\t\n",
"OGLE-LMC-RRLYR-03178\t0.624\t0.050\t0.739\t0.019\t1.621\t0.042\t6302\t99\t0.216\t0.087\t0.774\t0.099\t0.568\t0.028\t-0.673\t0.077\t\n",
"OGLE-LMC-RRLYR-03183\t0.540\t0.050\t0.709\t0.019\t1.713\t0.041\t6850\t100\t0.068\t0.087\t0.523\t0.098\t0.442\t0.028\t-0.616\t0.077\t\n",
"OGLE-LMC-RRLYR-03186\t0.666\t0.050\t0.726\t0.019\t1.660\t0.042\t6510\t100\t0.197\t0.087\t0.713\t0.099\t0.516\t0.028\t-0.606\t0.078\t\n",
"OGLE-LMC-RRLYR-03187\t0.699\t0.050\t0.767\t0.019\t1.683\t0.042\t6300\t100\t0.094\t0.087\t0.644\t0.099\t0.560\t0.028\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-03195\t0.681\t0.056\t0.735\t0.021\t1.680\t0.043\t6510\t110\t0.132\t0.089\t0.646\t0.099\t0.517\t0.029\t-0.674\t0.083\t\n",
"OGLE-LMC-RRLYR-03198\t0.528\t0.049\t0.690\t0.019\t1.672\t0.042\t6830\t100\t0.141\t0.087\t0.598\t0.098\t0.440\t0.028\t-0.542\t0.077\t\n",
"OGLE-LMC-RRLYR-03199\t0.668\t0.050\t0.760\t0.019\t1.688\t0.042\t6400\t100\t0.070\t0.088\t0.59\t0.10\t0.529\t0.028\t-0.755\t0.077\t\n",
"OGLE-LMC-RRLYR-03201\t0.675\t0.051\t0.746\t0.019\t1.682\t0.042\t6440\t100\t0.119\t0.087\t0.639\t0.099\t0.529\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-03215\t0.644\t0.051\t0.727\t0.019\t1.677\t0.042\t6560\t100\t0.140\t0.087\t0.641\t0.099\t0.504\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-03217\t0.709\t0.051\t0.746\t0.019\t1.680\t0.042\t6420\t100\t0.118\t0.087\t0.649\t0.099\t0.538\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-03218\t0.626\t0.050\t0.744\t0.019\t1.724\t0.042\t6630\t100\t0.001\t0.087\t0.505\t0.099\t0.495\t0.028\t-0.767\t0.078\t\n",
"OGLE-LMC-RRLYR-03222\t0.709\t0.050\t0.761\t0.019\t1.651\t0.042\t6223\t99\t0.162\t0.087\t0.732\t0.099\t0.581\t0.028\t-0.748\t0.077\t\n",
"OGLE-LMC-RRLYR-03223\t0.569\t0.052\t0.706\t0.019\t1.711\t0.042\t6860\t100\t0.087\t0.088\t0.543\t0.099\t0.442\t0.028\t-0.596\t0.079\t\n",
"OGLE-LMC-RRLYR-03225\t0.563\t0.051\t0.660\t0.019\t1.578\t0.042\t6680\t100\t0.349\t0.088\t0.83\t0.10\t0.472\t0.029\t-0.393\t0.078\t\n",
"OGLE-LMC-RRLYR-03230\t0.600\t0.050\t0.733\t0.019\t1.708\t0.042\t6640\t100\t0.042\t0.087\t0.533\t0.099\t0.488\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-03233\t0.583\t0.051\t0.689\t0.019\t1.633\t0.042\t6700\t100\t0.230\t0.087\t0.718\t0.099\t0.479\t0.028\t-0.511\t0.078\t\n",
"OGLE-LMC-RRLYR-03235\t0.764\t0.051\t0.767\t0.019\t1.695\t0.042\t6320\t100\t0.080\t0.087\t0.628\t0.099\t0.559\t0.028\t-0.794\t0.078\t\n",
"OGLE-LMC-RRLYR-03237\t0.663\t0.051\t0.718\t0.019\t1.678\t0.042\t6644\t99\t0.144\t0.087\t0.644\t0.098\t0.491\t0.028\t-0.618\t0.077\t\n",
"OGLE-LMC-RRLYR-03239\t0.543\t0.053\t0.706\t0.020\t1.659\t0.042\t6670\t100\t0.148\t0.088\t0.643\t0.099\t0.482\t0.029\t-0.598\t0.079\t\n",
"OGLE-LMC-RRLYR-03240\t0.540\t0.049\t0.672\t0.019\t1.628\t0.041\t6800\t100\t0.250\t0.087\t0.710\t0.098\t0.455\t0.028\t-0.452\t0.077\t\n",
"OGLE-LMC-RRLYR-03242\t0.687\t0.050\t0.750\t0.019\t1.678\t0.042\t6390\t100\t0.121\t0.087\t0.649\t0.098\t0.539\t0.028\t-0.721\t0.077\t\n",
"OGLE-LMC-RRLYR-03243\t0.719\t0.050\t0.754\t0.019\t1.701\t0.042\t6450\t100\t0.071\t0.087\t0.607\t0.098\t0.532\t0.028\t-0.760\t0.078\t\n",
"OGLE-LMC-RRLYR-03247\t0.653\t0.055\t0.758\t0.021\t1.713\t0.043\t6450\t110\t0.013\t0.089\t0.54\t0.10\t0.530\t0.030\t-0.811\t0.083\t\n",
"OGLE-LMC-RRLYR-03248\t0.650\t0.050\t0.771\t0.019\t1.698\t0.042\t6330\t100\t0.035\t0.087\t0.581\t0.099\t0.554\t0.028\t-0.830\t0.077\t\n",
"OGLE-LMC-RRLYR-03251\t0.689\t0.051\t0.756\t0.019\t1.703\t0.042\t6430\t100\t0.045\t0.088\t0.581\t0.099\t0.536\t0.028\t-0.792\t0.079\t\n",
"OGLE-LMC-RRLYR-03252\t0.613\t0.051\t0.710\t0.019\t1.662\t0.042\t6650\t100\t0.159\t0.087\t0.660\t0.098\t0.490\t0.028\t-0.599\t0.078\t\n",
"OGLE-LMC-RRLYR-03253\t0.682\t0.051\t0.735\t0.020\t1.681\t0.042\t6520\t100\t0.152\t0.088\t0.664\t0.099\t0.513\t0.028\t-0.646\t0.079\t\n",
"OGLE-LMC-RRLYR-03256\t0.544\t0.050\t0.678\t0.019\t1.614\t0.042\t6710\t100\t0.266\t0.087\t0.754\t0.098\t0.475\t0.028\t-0.462\t0.077\t\n",
"OGLE-LMC-RRLYR-03257\t0.700\t0.051\t0.790\t0.020\t1.776\t0.042\t6460\t100\t-0.130\t0.088\t0.395\t0.099\t0.528\t0.028\t-0.951\t0.079\t\n",
"OGLE-LMC-RRLYR-03260\t0.636\t0.051\t0.746\t0.019\t1.680\t0.042\t6430\t100\t0.096\t0.087\t0.624\t0.099\t0.532\t0.028\t-0.732\t0.078\t\n",
"OGLE-LMC-RRLYR-03261\t0.670\t0.050\t0.732\t0.019\t1.670\t0.042\t6500\t100\t0.150\t0.087\t0.670\t0.099\t0.522\t0.028\t-0.665\t0.078\t\n",
"OGLE-LMC-RRLYR-03262\t0.592\t0.053\t0.693\t0.020\t1.650\t0.042\t6720\t100\t0.201\t0.088\t0.687\t0.099\t0.476\t0.028\t-0.536\t0.080\t\n",
"OGLE-LMC-RRLYR-03268\t0.696\t0.050\t0.756\t0.019\t1.655\t0.042\t6270\t100\t0.151\t0.087\t0.712\t0.098\t0.568\t0.028\t-0.733\t0.077\t\n",
"OGLE-LMC-RRLYR-03269\t0.635\t0.050\t0.720\t0.019\t1.685\t0.042\t6650\t100\t0.113\t0.087\t0.609\t0.098\t0.488\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-03270\t0.617\t0.051\t0.702\t0.019\t1.634\t0.042\t6590\t100\t0.221\t0.087\t0.723\t0.099\t0.501\t0.028\t-0.556\t0.078\t\n",
"OGLE-LMC-RRLYR-03271\t0.670\t0.050\t0.737\t0.019\t1.712\t0.042\t6620\t100\t0.055\t0.087\t0.556\t0.098\t0.495\t0.028\t-0.714\t0.077\t\n",
"OGLE-LMC-RRLYR-03273\t0.654\t0.052\t0.748\t0.019\t1.719\t0.042\t6560\t100\t0.015\t0.088\t0.523\t0.099\t0.508\t0.028\t-0.772\t0.079\t\n",
"OGLE-LMC-RRLYR-03275\t0.662\t0.051\t0.752\t0.019\t1.709\t0.042\t6500\t100\t0.043\t0.087\t0.560\t0.098\t0.518\t0.028\t-0.766\t0.078\t\n",
"OGLE-LMC-RRLYR-03276\t0.719\t0.050\t0.779\t0.019\t1.726\t0.042\t6350\t100\t-0.010\t0.087\t0.528\t0.099\t0.549\t0.028\t-0.865\t0.078\t\n",
"OGLE-LMC-RRLYR-03279\t0.702\t0.050\t0.755\t0.019\t1.699\t0.042\t6440\t100\t0.090\t0.087\t0.606\t0.099\t0.527\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-03281\t0.643\t0.050\t0.745\t0.019\t1.647\t0.042\t6350\t100\t0.159\t0.088\t0.70\t0.10\t0.547\t0.028\t-0.695\t0.077\t\n",
"OGLE-LMC-RRLYR-03282\t0.616\t0.051\t0.723\t0.019\t1.701\t0.042\t6700\t100\t0.075\t0.087\t0.561\t0.098\t0.479\t0.028\t-0.667\t0.078\t\n",
"OGLE-LMC-RRLYR-03285\t0.693\t0.051\t0.748\t0.019\t1.693\t0.042\t6460\t100\t0.089\t0.087\t0.611\t0.099\t0.528\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-03286\t0.691\t0.051\t0.744\t0.019\t1.697\t0.042\t6500\t100\t0.078\t0.087\t0.600\t0.099\t0.523\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-03287\t0.657\t0.051\t0.723\t0.019\t1.683\t0.042\t6620\t100\t0.131\t0.087\t0.639\t0.098\t0.495\t0.028\t-0.638\t0.077\t\n",
"OGLE-LMC-RRLYR-03290\t0.666\t0.051\t0.733\t0.019\t1.683\t0.042\t6530\t100\t0.113\t0.087\t0.627\t0.099\t0.514\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-03293\t0.671\t0.052\t0.731\t0.019\t1.718\t0.042\t6690\t100\t0.063\t0.087\t0.550\t0.099\t0.478\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-03294\t0.665\t0.050\t0.720\t0.019\t1.678\t0.042\t6620\t100\t0.172\t0.087\t0.668\t0.099\t0.492\t0.028\t-0.595\t0.078\t\n",
"OGLE-LMC-RRLYR-03295\t0.640\t0.055\t0.721\t0.020\t1.622\t0.043\t6400\t100\t0.205\t0.090\t0.76\t0.10\t0.549\t0.029\t-0.638\t0.082\t\n",
"OGLE-LMC-RRLYR-03296\t0.666\t0.052\t0.727\t0.020\t1.697\t0.042\t6630\t100\t0.100\t0.087\t0.606\t0.099\t0.492\t0.028\t-0.664\t0.078\t\n",
"OGLE-LMC-RRLYR-03300\t0.621\t0.055\t0.706\t0.020\t1.705\t0.042\t6830\t100\t0.109\t0.089\t0.572\t0.099\t0.451\t0.028\t-0.587\t0.081\t\n",
"OGLE-LMC-RRLYR-03302\t0.757\t0.053\t0.779\t0.020\t1.744\t0.042\t6420\t100\t-0.030\t0.088\t0.495\t0.099\t0.537\t0.028\t-0.867\t0.079\t\n",
"OGLE-LMC-RRLYR-03303\t0.642\t0.050\t0.744\t0.019\t1.660\t0.042\t6380\t100\t0.144\t0.087\t0.682\t0.099\t0.543\t0.028\t-0.703\t0.077\t\n",
"OGLE-LMC-RRLYR-03304\t0.576\t0.052\t0.752\t0.020\t1.741\t0.043\t6630\t110\t-0.048\t0.089\t0.44\t0.10\t0.495\t0.030\t-0.813\t0.080\t\n",
"OGLE-LMC-RRLYR-03306\t0.581\t0.052\t0.757\t0.021\t1.728\t0.044\t6550\t110\t-0.036\t0.091\t0.45\t0.11\t0.490\t0.031\t-0.806\t0.081\t\n",
"OGLE-LMC-RRLYR-03307\t0.610\t0.051\t0.713\t0.019\t1.660\t0.042\t6600\t100\t0.177\t0.087\t0.671\t0.098\t0.496\t0.028\t-0.595\t0.078\t\n",
"OGLE-LMC-RRLYR-03308\t0.606\t0.050\t0.727\t0.019\t1.717\t0.042\t6720\t100\t0.037\t0.087\t0.512\t0.098\t0.471\t0.028\t-0.693\t0.077\t\n",
"OGLE-LMC-RRLYR-03313\t0.655\t0.052\t0.728\t0.020\t1.709\t0.042\t6680\t100\t0.072\t0.088\t0.564\t0.099\t0.482\t0.028\t-0.674\t0.080\t\n",
"OGLE-LMC-RRLYR-03316\t0.660\t0.051\t0.750\t0.019\t1.713\t0.042\t6520\t100\t0.027\t0.088\t0.534\t0.099\t0.514\t0.028\t-0.772\t0.078\t\n",
"OGLE-LMC-RRLYR-03318\t0.530\t0.051\t0.712\t0.019\t1.700\t0.042\t6770\t100\t0.058\t0.087\t0.522\t0.099\t0.456\t0.028\t-0.649\t0.078\t\n",
"OGLE-LMC-RRLYR-03326\t0.566\t0.049\t0.722\t0.019\t1.734\t0.041\t6820\t100\t0.012\t0.087\t0.466\t0.098\t0.449\t0.028\t-0.683\t0.077\t\n",
"OGLE-LMC-RRLYR-03335\t0.645\t0.053\t0.720\t0.020\t1.709\t0.042\t6740\t100\t0.079\t0.088\t0.560\t0.099\t0.471\t0.028\t-0.651\t0.079\t\n",
"OGLE-LMC-RRLYR-03336\t0.614\t0.055\t0.723\t0.020\t1.653\t0.043\t6520\t100\t0.191\t0.089\t0.70\t0.10\t0.514\t0.029\t-0.607\t0.082\t\n",
"OGLE-LMC-RRLYR-03337\t0.651\t0.054\t0.736\t0.021\t1.643\t0.042\t6370\t110\t0.194\t0.089\t0.73\t0.10\t0.546\t0.030\t-0.657\t0.082\t\n",
"OGLE-LMC-RRLYR-03340\t0.551\t0.050\t0.715\t0.019\t1.722\t0.042\t6830\t100\t0.033\t0.087\t0.489\t0.099\t0.442\t0.029\t-0.653\t0.077\t\n",
"OGLE-LMC-RRLYR-03342\t0.581\t0.050\t0.688\t0.019\t1.667\t0.042\t6820\t100\t0.178\t0.087\t0.636\t0.098\t0.452\t0.028\t-0.522\t0.077\t\n",
"OGLE-LMC-RRLYR-03352\t0.762\t0.052\t0.805\t0.020\t1.783\t0.042\t6370\t100\t-0.149\t0.088\t0.411\t0.099\t0.553\t0.028\t-1.010\t0.080\t\n",
"OGLE-LMC-RRLYR-03353\t0.588\t0.051\t0.698\t0.019\t1.590\t0.042\t6470\t100\t0.311\t0.087\t0.841\t0.099\t0.532\t0.028\t-0.510\t0.078\t\n",
"OGLE-LMC-RRLYR-03355\t0.592\t0.052\t0.709\t0.019\t1.678\t0.042\t6710\t100\t0.133\t0.088\t0.626\t0.099\t0.476\t0.028\t-0.603\t0.079\t\n",
"OGLE-LMC-RRLYR-03359\t0.628\t0.052\t0.698\t0.019\t1.645\t0.042\t6660\t100\t0.212\t0.087\t0.713\t0.098\t0.486\t0.028\t-0.543\t0.078\t\n",
"OGLE-LMC-RRLYR-03360\t0.540\t0.050\t0.681\t0.019\t1.668\t0.041\t6880\t100\t0.181\t0.087\t0.629\t0.098\t0.435\t0.028\t-0.492\t0.077\t\n",
"OGLE-LMC-RRLYR-03363\t0.674\t0.054\t0.746\t0.021\t1.661\t0.043\t6360\t100\t0.151\t0.089\t0.68\t0.10\t0.547\t0.029\t-0.705\t0.081\t\n",
"OGLE-LMC-RRLYR-03365\t0.622\t0.055\t0.728\t0.020\t1.671\t0.042\t6530\t100\t0.134\t0.088\t0.643\t0.099\t0.511\t0.029\t-0.657\t0.081\t\n",
"OGLE-LMC-RRLYR-03372\t0.615\t0.050\t0.714\t0.019\t1.658\t0.042\t6600\t100\t0.155\t0.087\t0.670\t0.099\t0.501\t0.028\t-0.617\t0.077\t\n",
"OGLE-LMC-RRLYR-03373\t0.681\t0.052\t0.741\t0.019\t1.661\t0.042\t6400\t100\t0.163\t0.088\t0.699\t0.099\t0.542\t0.028\t-0.681\t0.079\t\n",
"OGLE-LMC-RRLYR-03380\t0.713\t0.050\t0.809\t0.019\t1.773\t0.042\t6320\t99\t-0.132\t0.087\t0.414\t0.099\t0.555\t0.028\t-0.998\t0.077\t\n",
"OGLE-LMC-RRLYR-03389\t0.575\t0.055\t0.724\t0.021\t1.660\t0.042\t6530\t110\t0.150\t0.088\t0.655\t0.099\t0.509\t0.030\t-0.641\t0.082\t\n",
"OGLE-LMC-RRLYR-03390\t0.677\t0.050\t0.756\t0.019\t1.669\t0.042\t6330\t100\t0.125\t0.087\t0.668\t0.099\t0.556\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-03394\t0.638\t0.051\t0.718\t0.019\t1.677\t0.042\t6640\t100\t0.127\t0.087\t0.632\t0.098\t0.493\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-03395\t0.610\t0.051\t0.701\t0.019\t1.641\t0.042\t6650\t100\t0.198\t0.088\t0.66\t0.10\t0.467\t0.028\t-0.529\t0.078\t\n",
"OGLE-LMC-RRLYR-03399\t0.644\t0.052\t0.727\t0.019\t1.654\t0.042\t6470\t100\t0.164\t0.088\t0.691\t0.099\t0.528\t0.028\t-0.659\t0.079\t\n",
"OGLE-LMC-RRLYR-03401\t0.720\t0.050\t0.759\t0.019\t1.708\t0.042\t6440\t100\t0.069\t0.087\t0.593\t0.098\t0.531\t0.028\t-0.755\t0.078\t\n",
"OGLE-LMC-RRLYR-03402\t0.681\t0.052\t0.742\t0.020\t1.698\t0.042\t6530\t100\t0.081\t0.088\t0.597\t0.099\t0.516\t0.028\t-0.723\t0.079\t\n",
"OGLE-LMC-RRLYR-03404\t0.636\t0.051\t0.729\t0.019\t1.692\t0.042\t6610\t100\t0.117\t0.087\t0.617\t0.099\t0.494\t0.028\t-0.649\t0.078\t\n",
"OGLE-LMC-RRLYR-03408\t0.623\t0.050\t0.736\t0.019\t1.625\t0.042\t6343\t99\t0.208\t0.088\t0.75\t0.10\t0.553\t0.028\t-0.656\t0.077\t\n",
"OGLE-LMC-RRLYR-03409\t0.707\t0.050\t0.766\t0.019\t1.681\t0.042\t6307\t99\t0.095\t0.087\t0.648\t0.099\t0.559\t0.028\t-0.778\t0.077\t\n",
"OGLE-LMC-RRLYR-03410\t0.658\t0.050\t0.741\t0.019\t1.654\t0.042\t6370\t100\t0.178\t0.087\t0.711\t0.099\t0.543\t0.028\t-0.671\t0.078\t\n",
"OGLE-LMC-RRLYR-03412\t0.615\t0.054\t0.711\t0.020\t1.691\t0.042\t6750\t100\t0.109\t0.088\t0.584\t0.099\t0.466\t0.029\t-0.610\t0.080\t\n",
"OGLE-LMC-RRLYR-03416\t0.667\t0.050\t0.736\t0.019\t1.701\t0.042\t6590\t100\t0.067\t0.087\t0.579\t0.099\t0.504\t0.028\t-0.713\t0.077\t\n",
"OGLE-LMC-RRLYR-03417\t0.651\t0.054\t0.724\t0.020\t1.662\t0.042\t6530\t100\t0.166\t0.088\t0.677\t0.099\t0.513\t0.029\t-0.634\t0.081\t\n",
"OGLE-LMC-RRLYR-03418\t0.654\t0.051\t0.745\t0.019\t1.683\t0.042\t6450\t100\t0.099\t0.087\t0.620\t0.098\t0.528\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-03419\t0.620\t0.051\t0.780\t0.019\t1.791\t0.042\t6600\t100\t-0.170\t0.087\t0.333\t0.099\t0.498\t0.028\t-0.942\t0.078\t\n",
"OGLE-LMC-RRLYR-03420\t0.674\t0.051\t0.741\t0.019\t1.700\t0.042\t6540\t100\t0.085\t0.087\t0.590\t0.098\t0.510\t0.028\t-0.708\t0.077\t\n",
"OGLE-LMC-RRLYR-03422\t0.679\t0.051\t0.803\t0.019\t1.805\t0.042\t6460\t100\t-0.211\t0.087\t0.317\t0.099\t0.529\t0.028\t-1.029\t0.079\t\n",
"OGLE-LMC-RRLYR-03426\t0.723\t0.053\t0.737\t0.020\t1.707\t0.042\t6590\t100\t0.103\t0.088\t0.602\t0.099\t0.500\t0.028\t-0.675\t0.079\t\n",
"OGLE-LMC-RRLYR-03430\t0.648\t0.052\t0.733\t0.020\t1.624\t0.043\t6320\t100\t0.206\t0.090\t0.76\t0.10\t0.558\t0.029\t-0.665\t0.080\t\n",
"OGLE-LMC-RRLYR-03438\t0.734\t0.050\t0.767\t0.019\t1.702\t0.042\t6360\t100\t0.068\t0.087\t0.606\t0.099\t0.548\t0.028\t-0.788\t0.077\t\n",
"OGLE-LMC-RRLYR-03442\t0.672\t0.052\t0.719\t0.019\t1.703\t0.042\t6700\t100\t0.100\t0.088\t0.593\t0.099\t0.476\t0.028\t-0.643\t0.079\t\n",
"OGLE-LMC-RRLYR-03443\t0.756\t0.050\t0.781\t0.019\t1.731\t0.042\t6350\t100\t-0.007\t0.087\t0.536\t0.099\t0.552\t0.028\t-0.867\t0.077\t\n",
"OGLE-LMC-RRLYR-03445\t0.645\t0.050\t0.731\t0.019\t1.703\t0.042\t6640\t100\t0.086\t0.087\t0.586\t0.098\t0.489\t0.028\t-0.671\t0.077\t\n",
"OGLE-LMC-RRLYR-03446\t0.671\t0.060\t0.743\t0.022\t1.718\t0.044\t6590\t110\t0.039\t0.092\t0.55\t0.10\t0.502\t0.030\t-0.744\t0.088\t\n",
"OGLE-LMC-RRLYR-03447\t0.635\t0.051\t0.784\t0.020\t1.765\t0.042\t6460\t100\t-0.118\t0.088\t0.396\t0.099\t0.523\t0.028\t-0.930\t0.079\t\n",
"OGLE-LMC-RRLYR-03449\t0.671\t0.050\t0.734\t0.019\t1.580\t0.042\t6193\t99\t0.311\t0.088\t0.902\t0.099\t0.597\t0.028\t-0.615\t0.077\t\n",
"OGLE-LMC-RRLYR-03450\t0.640\t0.051\t0.724\t0.019\t1.642\t0.042\t6450\t100\t0.192\t0.087\t0.713\t0.099\t0.530\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-03458\t0.639\t0.051\t0.733\t0.019\t1.724\t0.042\t6700\t100\t0.032\t0.087\t0.514\t0.099\t0.476\t0.028\t-0.706\t0.078\t\n",
"OGLE-LMC-RRLYR-03459\t0.647\t0.050\t0.754\t0.019\t1.656\t0.042\t6320\t100\t0.143\t0.087\t0.695\t0.099\t0.560\t0.028\t-0.733\t0.077\t\n",
"OGLE-LMC-RRLYR-03460\t0.721\t0.050\t0.780\t0.019\t1.729\t0.042\t6350\t100\t-0.015\t0.087\t0.527\t0.099\t0.550\t0.028\t-0.875\t0.078\t\n",
"OGLE-LMC-RRLYR-03466\t0.695\t0.051\t0.765\t0.020\t1.675\t0.043\t6280\t100\t0.095\t0.089\t0.65\t0.10\t0.561\t0.029\t-0.782\t0.078\t\n",
"OGLE-LMC-RRLYR-03467\t0.689\t0.053\t0.749\t0.020\t1.684\t0.042\t6430\t100\t0.100\t0.089\t0.63\t0.10\t0.537\t0.029\t-0.730\t0.081\t\n",
"OGLE-LMC-RRLYR-03470\t0.691\t0.051\t0.758\t0.019\t1.719\t0.042\t6490\t100\t0.022\t0.087\t0.544\t0.099\t0.524\t0.028\t-0.793\t0.078\t\n",
"OGLE-LMC-RRLYR-03472\t0.607\t0.050\t0.736\t0.019\t1.651\t0.043\t6440\t100\t0.158\t0.089\t0.67\t0.10\t0.519\t0.030\t-0.651\t0.077\t\n",
"OGLE-LMC-RRLYR-03473\t0.652\t0.050\t0.732\t0.019\t1.659\t0.042\t6450\t100\t0.147\t0.087\t0.672\t0.099\t0.531\t0.028\t-0.681\t0.077\t\n",
"OGLE-LMC-RRLYR-03475\t0.681\t0.052\t0.733\t0.019\t1.694\t0.042\t6590\t100\t0.102\t0.088\t0.614\t0.099\t0.503\t0.028\t-0.677\t0.078\t\n",
"OGLE-LMC-RRLYR-03478\t0.641\t0.052\t0.729\t0.019\t1.666\t0.042\t6490\t100\t0.139\t0.087\t0.658\t0.099\t0.522\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-03481\t0.661\t0.051\t0.744\t0.019\t1.685\t0.042\t6470\t100\t0.111\t0.088\t0.629\t0.099\t0.522\t0.028\t-0.700\t0.078\t\n",
"OGLE-LMC-RRLYR-03482\t0.706\t0.051\t0.750\t0.019\t1.713\t0.042\t6530\t100\t0.057\t0.087\t0.579\t0.098\t0.516\t0.028\t-0.744\t0.078\t\n",
"OGLE-LMC-RRLYR-03483\t0.620\t0.050\t0.741\t0.019\t1.619\t0.042\t6290\t100\t0.199\t0.088\t0.76\t0.10\t0.570\t0.028\t-0.684\t0.077\t\n",
"OGLE-LMC-RRLYR-03490\t0.654\t0.056\t0.721\t0.021\t1.656\t0.043\t6530\t110\t0.186\t0.089\t0.69\t0.10\t0.513\t0.029\t-0.616\t0.083\t\n",
"OGLE-LMC-RRLYR-03493\t0.733\t0.052\t0.749\t0.019\t1.707\t0.042\t6510\t100\t0.071\t0.087\t0.606\t0.099\t0.522\t0.028\t-0.740\t0.078\t\n",
"OGLE-LMC-RRLYR-03495\t0.659\t0.050\t0.786\t0.020\t1.742\t0.042\t6360\t100\t-0.070\t0.088\t0.471\t0.099\t0.547\t0.028\t-0.920\t0.078\t\n",
"OGLE-LMC-RRLYR-03496\t0.667\t0.050\t0.754\t0.019\t1.684\t0.042\t6380\t100\t0.083\t0.087\t0.615\t0.099\t0.542\t0.028\t-0.762\t0.077\t\n",
"OGLE-LMC-RRLYR-03499\t0.742\t0.050\t0.849\t0.019\t1.875\t0.042\t6390\t100\t-0.350\t0.088\t0.16\t0.10\t0.523\t0.029\t-1.168\t0.077\t\n",
"OGLE-LMC-RRLYR-03500\t0.558\t0.050\t0.690\t0.019\t1.679\t0.042\t6860\t100\t0.160\t0.087\t0.608\t0.098\t0.442\t0.028\t-0.525\t0.078\t\n",
"OGLE-LMC-RRLYR-03501\t0.661\t0.050\t0.745\t0.019\t1.638\t0.042\t6300\t100\t0.176\t0.088\t0.73\t0.10\t0.558\t0.028\t-0.699\t0.077\t\n",
"OGLE-LMC-RRLYR-03504\t0.678\t0.051\t0.749\t0.019\t1.678\t0.042\t6400\t100\t0.118\t0.087\t0.645\t0.099\t0.538\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-03506\t0.759\t0.051\t0.753\t0.019\t1.672\t0.042\t6350\t100\t0.144\t0.087\t0.704\t0.098\t0.558\t0.028\t-0.728\t0.077\t\n",
"OGLE-LMC-RRLYR-03507\t0.616\t0.050\t0.753\t0.019\t1.652\t0.042\t6310\t100\t0.131\t0.088\t0.68\t0.10\t0.563\t0.028\t-0.747\t0.077\t\n",
"OGLE-LMC-RRLYR-03514\t0.694\t0.050\t0.750\t0.019\t1.619\t0.042\t6197\t99\t0.221\t0.087\t0.809\t0.098\t0.591\t0.028\t-0.697\t0.077\t\n",
"OGLE-LMC-RRLYR-03516\t0.613\t0.051\t0.727\t0.019\t1.669\t0.042\t6540\t100\t0.147\t0.087\t0.655\t0.098\t0.508\t0.028\t-0.645\t0.078\t\n",
"OGLE-LMC-RRLYR-03517\t0.606\t0.052\t0.740\t0.020\t1.717\t0.042\t6620\t100\t0.026\t0.088\t0.512\t0.099\t0.489\t0.028\t-0.732\t0.079\t\n",
"OGLE-LMC-RRLYR-03519\t0.639\t0.050\t0.748\t0.019\t1.658\t0.043\t6380\t100\t0.116\t0.090\t0.66\t0.10\t0.541\t0.029\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-03522\t0.580\t0.051\t0.705\t0.019\t1.682\t0.042\t6770\t100\t0.121\t0.087\t0.595\t0.099\t0.466\t0.028\t-0.601\t0.078\t\n",
"OGLE-LMC-RRLYR-03523\t0.648\t0.050\t0.731\t0.019\t1.689\t0.042\t6580\t100\t0.094\t0.087\t0.602\t0.099\t0.504\t0.028\t-0.690\t0.077\t\n",
"OGLE-LMC-RRLYR-03525\t0.613\t0.051\t0.711\t0.019\t1.678\t0.042\t6690\t100\t0.135\t0.087\t0.617\t0.099\t0.478\t0.028\t-0.608\t0.078\t\n",
"OGLE-LMC-RRLYR-03526\t0.707\t0.057\t0.740\t0.021\t1.683\t0.043\t6480\t100\t0.110\t0.089\t0.63\t0.10\t0.527\t0.029\t-0.708\t0.083\t\n",
"OGLE-LMC-RRLYR-03528\t0.678\t0.051\t0.744\t0.019\t1.703\t0.042\t6530\t100\t0.056\t0.087\t0.581\t0.099\t0.516\t0.028\t-0.748\t0.077\t\n",
"OGLE-LMC-RRLYR-03529\t0.696\t0.052\t0.764\t0.020\t1.721\t0.042\t6460\t100\t0.019\t0.088\t0.538\t0.099\t0.527\t0.028\t-0.801\t0.079\t\n",
"OGLE-LMC-RRLYR-03531\t0.689\t0.051\t0.749\t0.019\t1.668\t0.042\t6370\t100\t0.147\t0.087\t0.690\t0.098\t0.544\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-03533\t0.570\t0.050\t0.683\t0.019\t1.642\t0.042\t6770\t100\t0.223\t0.087\t0.681\t0.099\t0.461\t0.028\t-0.491\t0.077\t\n",
"OGLE-LMC-RRLYR-03542\t0.647\t0.051\t0.756\t0.020\t1.643\t0.044\t6230\t100\t0.139\t0.089\t0.71\t0.10\t0.579\t0.028\t-0.764\t0.079\t\n",
"OGLE-LMC-RRLYR-03547\t0.654\t0.051\t0.757\t0.019\t1.699\t0.042\t6410\t100\t0.037\t0.088\t0.57\t0.10\t0.540\t0.028\t-0.798\t0.079\t\n",
"OGLE-LMC-RRLYR-03554\t0.656\t0.050\t0.798\t0.019\t1.738\t0.042\t6300\t100\t-0.072\t0.088\t0.48\t0.10\t0.563\t0.028\t-0.947\t0.078\t\n",
"OGLE-LMC-RRLYR-03566\t0.569\t0.057\t0.697\t0.021\t1.641\t0.043\t6650\t100\t0.207\t0.089\t0.69\t0.10\t0.486\t0.029\t-0.547\t0.083\t\n",
"OGLE-LMC-RRLYR-03568\t0.628\t0.051\t0.751\t0.019\t1.741\t0.042\t6620\t100\t-0.034\t0.087\t0.462\t0.099\t0.494\t0.028\t-0.801\t0.078\t\n",
"OGLE-LMC-RRLYR-03573\t0.742\t0.051\t0.757\t0.019\t1.718\t0.042\t6470\t100\t0.043\t0.087\t0.557\t0.099\t0.525\t0.028\t-0.778\t0.079\t\n",
"OGLE-LMC-RRLYR-03574\t0.645\t0.051\t0.737\t0.019\t1.695\t0.042\t6560\t100\t0.068\t0.087\t0.589\t0.099\t0.511\t0.028\t-0.725\t0.078\t\n",
"OGLE-LMC-RRLYR-03576\t0.627\t0.055\t0.737\t0.020\t1.713\t0.043\t6630\t110\t0.035\t0.089\t0.53\t0.10\t0.494\t0.029\t-0.733\t0.082\t\n",
"OGLE-LMC-RRLYR-03578\t0.640\t0.052\t0.714\t0.020\t1.663\t0.042\t6610\t100\t0.199\t0.088\t0.689\t0.099\t0.492\t0.028\t-0.566\t0.079\t\n",
"OGLE-LMC-RRLYR-03580\t0.711\t0.054\t0.821\t0.021\t1.822\t0.043\t6390\t100\t-0.255\t0.090\t0.28\t0.10\t0.539\t0.029\t-1.090\t0.084\t\n",
"OGLE-LMC-RRLYR-03581\t0.623\t0.051\t0.722\t0.019\t1.664\t0.042\t6560\t100\t0.167\t0.087\t0.677\t0.099\t0.507\t0.028\t-0.620\t0.078\t\n",
"OGLE-LMC-RRLYR-03587\t0.613\t0.054\t0.728\t0.020\t1.643\t0.043\t6420\t100\t0.176\t0.088\t0.70\t0.10\t0.535\t0.029\t-0.657\t0.081\t\n",
"OGLE-LMC-RRLYR-03589\t0.682\t0.050\t0.791\t0.019\t1.786\t0.042\t6490\t100\t-0.161\t0.087\t0.372\t0.098\t0.528\t0.028\t-0.979\t0.078\t\n",
"OGLE-LMC-RRLYR-03590\t0.643\t0.053\t0.702\t0.020\t1.692\t0.042\t6800\t100\t0.134\t0.088\t0.601\t0.099\t0.452\t0.028\t-0.571\t0.080\t\n",
"OGLE-LMC-RRLYR-03591\t0.589\t0.054\t0.700\t0.021\t1.653\t0.043\t6670\t110\t0.192\t0.088\t0.68\t0.10\t0.481\t0.030\t-0.559\t0.082\t\n",
"OGLE-LMC-RRLYR-03593\t0.735\t0.053\t0.759\t0.020\t1.677\t0.044\t6310\t100\t0.088\t0.090\t0.64\t0.10\t0.563\t0.028\t-0.789\t0.081\t\n",
"OGLE-LMC-RRLYR-03596\t0.710\t0.051\t0.762\t0.019\t1.693\t0.042\t6360\t100\t0.080\t0.087\t0.614\t0.099\t0.547\t0.028\t-0.773\t0.078\t\n",
"OGLE-LMC-RRLYR-03597\t0.654\t0.050\t0.768\t0.019\t1.702\t0.042\t6340\t100\t0.019\t0.088\t0.56\t0.10\t0.551\t0.028\t-0.837\t0.078\t\n",
"OGLE-LMC-RRLYR-03599\t0.707\t0.060\t0.755\t0.022\t1.694\t0.045\t6410\t110\t0.085\t0.091\t0.62\t0.10\t0.541\t0.030\t-0.752\t0.086\t\n",
"OGLE-LMC-RRLYR-03601\t0.739\t0.050\t0.830\t0.019\t1.814\t0.042\t6330\t100\t-0.234\t0.088\t0.312\t0.099\t0.550\t0.028\t-1.091\t0.078\t\n",
"OGLE-LMC-RRLYR-03602\t0.630\t0.053\t0.714\t0.020\t1.680\t0.042\t6670\t100\t0.127\t0.088\t0.617\t0.099\t0.483\t0.028\t-0.620\t0.080\t\n",
"OGLE-LMC-RRLYR-03604\t0.587\t0.056\t0.722\t0.020\t1.681\t0.043\t6630\t100\t0.097\t0.088\t0.60\t0.10\t0.494\t0.029\t-0.666\t0.081\t\n",
"OGLE-LMC-RRLYR-03606\t0.688\t0.051\t0.761\t0.020\t1.664\t0.043\t6280\t100\t0.135\t0.089\t0.68\t0.10\t0.563\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-03609\t0.657\t0.051\t0.745\t0.019\t1.704\t0.042\t6520\t100\t0.067\t0.087\t0.578\t0.098\t0.512\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-03622\t0.683\t0.050\t0.746\t0.019\t1.665\t0.042\t6380\t100\t0.148\t0.087\t0.679\t0.099\t0.543\t0.028\t-0.700\t0.077\t\n",
"OGLE-LMC-RRLYR-03625\t0.583\t0.051\t0.682\t0.019\t1.629\t0.042\t6720\t100\t0.238\t0.088\t0.70\t0.10\t0.458\t0.028\t-0.479\t0.078\t\n",
"OGLE-LMC-RRLYR-03626\t0.687\t0.050\t0.765\t0.019\t1.692\t0.042\t6340\t100\t0.073\t0.087\t0.610\t0.098\t0.551\t0.028\t-0.791\t0.077\t\n",
"OGLE-LMC-RRLYR-03627\t0.663\t0.050\t0.756\t0.019\t1.667\t0.042\t6320\t100\t0.123\t0.087\t0.669\t0.099\t0.555\t0.028\t-0.747\t0.078\t\n",
"OGLE-LMC-RRLYR-03630\t0.649\t0.050\t0.726\t0.019\t1.694\t0.042\t6640\t100\t0.129\t0.087\t0.617\t0.099\t0.486\t0.028\t-0.629\t0.077\t\n",
"OGLE-LMC-RRLYR-03639\t0.557\t0.049\t0.702\t0.019\t1.679\t0.041\t6780\t100\t0.130\t0.087\t0.602\t0.098\t0.461\t0.028\t-0.583\t0.077\t\n",
"OGLE-LMC-RRLYR-03641\t0.712\t0.051\t0.747\t0.019\t1.699\t0.042\t6500\t100\t0.091\t0.087\t0.612\t0.099\t0.522\t0.028\t-0.724\t0.078\t\n",
"OGLE-LMC-RRLYR-03643\t0.615\t0.051\t0.717\t0.019\t1.668\t0.042\t6600\t100\t0.144\t0.088\t0.643\t0.099\t0.497\t0.028\t-0.629\t0.079\t\n",
"OGLE-LMC-RRLYR-03650\t0.694\t0.050\t0.787\t0.019\t1.792\t0.042\t6550\t100\t-0.149\t0.087\t0.373\t0.098\t0.514\t0.028\t-0.946\t0.078\t\n",
"OGLE-LMC-RRLYR-03654\t0.701\t0.052\t0.771\t0.020\t1.705\t0.043\t6350\t100\t0.047\t0.088\t0.58\t0.10\t0.548\t0.028\t-0.808\t0.079\t\n",
"OGLE-LMC-RRLYR-03655\t0.574\t0.053\t0.704\t0.020\t1.682\t0.042\t6770\t100\t0.136\t0.088\t0.612\t0.099\t0.461\t0.028\t-0.577\t0.080\t\n",
"OGLE-LMC-RRLYR-03656\t0.635\t0.053\t0.722\t0.019\t1.704\t0.042\t6700\t100\t0.080\t0.088\t0.574\t0.099\t0.477\t0.028\t-0.659\t0.079\t\n",
"OGLE-LMC-RRLYR-03657\t0.591\t0.050\t0.709\t0.019\t1.678\t0.042\t6710\t100\t0.129\t0.087\t0.615\t0.098\t0.475\t0.028\t-0.607\t0.077\t\n",
"OGLE-LMC-RRLYR-03659\t0.716\t0.051\t0.785\t0.019\t1.745\t0.042\t6370\t100\t-0.068\t0.088\t0.477\t0.099\t0.549\t0.028\t-0.918\t0.078\t\n",
"OGLE-LMC-RRLYR-03660\t0.639\t0.050\t0.749\t0.019\t1.624\t0.042\t6243\t99\t0.197\t0.088\t0.77\t0.10\t0.584\t0.028\t-0.706\t0.078\t\n",
"OGLE-LMC-RRLYR-03662\t0.674\t0.051\t0.734\t0.019\t1.677\t0.042\t6510\t100\t0.139\t0.087\t0.651\t0.099\t0.516\t0.028\t-0.666\t0.078\t\n",
"OGLE-LMC-RRLYR-03663\t0.629\t0.054\t0.700\t0.020\t1.664\t0.042\t6710\t100\t0.173\t0.088\t0.667\t0.099\t0.476\t0.028\t-0.567\t0.080\t\n",
"OGLE-LMC-RRLYR-03667\t0.580\t0.051\t0.683\t0.019\t1.658\t0.042\t6830\t100\t0.220\t0.087\t0.677\t0.099\t0.445\t0.028\t-0.469\t0.078\t\n",
"OGLE-LMC-RRLYR-03671\t0.712\t0.050\t0.765\t0.019\t1.653\t0.042\t6210\t100\t0.139\t0.087\t0.719\t0.099\t0.587\t0.028\t-0.769\t0.077\t\n",
"OGLE-LMC-RRLYR-03679\t0.598\t0.050\t0.749\t0.019\t1.739\t0.042\t6650\t100\t-0.040\t0.087\t0.458\t0.098\t0.491\t0.028\t-0.801\t0.077\t\n",
"OGLE-LMC-RRLYR-03680\t0.651\t0.050\t0.765\t0.019\t1.678\t0.042\t6310\t100\t0.084\t0.087\t0.636\t0.099\t0.560\t0.028\t-0.787\t0.077\t\n",
"OGLE-LMC-RRLYR-03681\t0.688\t0.050\t0.758\t0.019\t1.656\t0.042\t6273\t99\t0.147\t0.087\t0.706\t0.099\t0.570\t0.028\t-0.744\t0.077\t\n",
"OGLE-LMC-RRLYR-03683\t0.628\t0.052\t0.715\t0.020\t1.686\t0.042\t6680\t100\t0.114\t0.088\t0.617\t0.099\t0.483\t0.028\t-0.635\t0.080\t\n",
"OGLE-LMC-RRLYR-03684\t0.540\t0.051\t0.657\t0.019\t1.585\t0.042\t6740\t100\t0.368\t0.087\t0.838\t0.099\t0.464\t0.028\t-0.359\t0.078\t\n",
"OGLE-LMC-RRLYR-03685\t0.631\t0.051\t0.734\t0.019\t1.675\t0.042\t6500\t100\t0.110\t0.089\t0.62\t0.10\t0.508\t0.028\t-0.680\t0.078\t\n",
"OGLE-LMC-RRLYR-03691\t0.633\t0.052\t0.713\t0.019\t1.686\t0.042\t6710\t100\t0.128\t0.087\t0.615\t0.099\t0.476\t0.028\t-0.611\t0.078\t\n",
"OGLE-LMC-RRLYR-03692\t0.664\t0.051\t0.763\t0.019\t1.758\t0.042\t6610\t100\t-0.067\t0.087\t0.444\t0.099\t0.502\t0.028\t-0.844\t0.078\t\n",
"OGLE-LMC-RRLYR-03693\t0.668\t0.051\t0.739\t0.019\t1.702\t0.042\t6580\t100\t0.085\t0.087\t0.594\t0.098\t0.504\t0.028\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-03694\t0.605\t0.050\t0.764\t0.019\t1.680\t0.042\t6310\t100\t0.056\t0.087\t0.609\t0.099\t0.559\t0.028\t-0.816\t0.077\t\n",
"OGLE-LMC-RRLYR-03698\t0.660\t0.051\t0.799\t0.019\t1.799\t0.042\t6480\t100\t-0.203\t0.087\t0.327\t0.098\t0.527\t0.028\t-1.017\t0.078\t\n",
"OGLE-LMC-RRLYR-03700\t0.602\t0.051\t0.708\t0.019\t1.642\t0.042\t6590\t100\t0.211\t0.087\t0.717\t0.098\t0.501\t0.028\t-0.566\t0.078\t\n",
"OGLE-LMC-RRLYR-03704\t0.757\t0.051\t0.763\t0.019\t1.718\t0.042\t6440\t100\t0.050\t0.087\t0.578\t0.099\t0.533\t0.028\t-0.784\t0.078\t\n",
"OGLE-LMC-RRLYR-03705\t0.712\t0.055\t0.750\t0.020\t1.707\t0.043\t6490\t100\t0.074\t0.089\t0.58\t0.10\t0.518\t0.029\t-0.737\t0.081\t\n",
"OGLE-LMC-RRLYR-03710\t0.685\t0.055\t0.793\t0.021\t1.782\t0.042\t6460\t110\t-0.158\t0.089\t0.377\t0.099\t0.532\t0.030\t-0.987\t0.085\t\n",
"OGLE-LMC-RRLYR-03711\t0.653\t0.050\t0.751\t0.019\t1.672\t0.042\t6400\t100\t0.112\t0.088\t0.64\t0.10\t0.532\t0.028\t-0.720\t0.077\t\n",
"OGLE-LMC-RRLYR-03712\t0.690\t0.050\t0.742\t0.019\t1.622\t0.042\t6260\t100\t0.193\t0.088\t0.77\t0.10\t0.580\t0.029\t-0.702\t0.078\t\n",
"OGLE-LMC-RRLYR-03714\t0.548\t0.051\t0.685\t0.019\t1.658\t0.042\t6820\t100\t0.188\t0.087\t0.655\t0.098\t0.452\t0.028\t-0.511\t0.078\t\n",
"OGLE-LMC-RRLYR-03717\t0.631\t0.055\t0.724\t0.020\t1.675\t0.042\t6580\t100\t0.119\t0.088\t0.637\t0.099\t0.506\t0.029\t-0.663\t0.080\t\n",
"OGLE-LMC-RRLYR-03726\t0.741\t0.050\t0.776\t0.019\t1.680\t0.042\t6254\t99\t0.084\t0.087\t0.655\t0.099\t0.575\t0.028\t-0.809\t0.077\t\n",
"OGLE-LMC-RRLYR-03727\t0.587\t0.050\t0.726\t0.019\t1.616\t0.043\t6370\t100\t0.224\t0.089\t0.75\t0.10\t0.540\t0.028\t-0.620\t0.077\t\n",
"OGLE-LMC-RRLYR-03729\t0.694\t0.051\t0.755\t0.019\t1.691\t0.042\t6400\t100\t0.081\t0.087\t0.615\t0.099\t0.541\t0.028\t-0.764\t0.078\t\n",
"OGLE-LMC-RRLYR-03730\t0.560\t0.050\t0.693\t0.019\t1.631\t0.042\t6660\t100\t0.224\t0.087\t0.715\t0.098\t0.486\t0.028\t-0.527\t0.077\t\n",
"OGLE-LMC-RRLYR-03734\t0.637\t0.051\t0.727\t0.019\t1.650\t0.042\t6480\t100\t0.188\t0.088\t0.715\t0.099\t0.527\t0.028\t-0.622\t0.078\t\n",
"OGLE-LMC-RRLYR-03735\t0.709\t0.050\t0.831\t0.019\t1.816\t0.042\t6307\t99\t-0.255\t0.087\t0.304\t0.099\t0.559\t0.028\t-1.120\t0.078\t\n",
"OGLE-LMC-RRLYR-03736\t0.648\t0.050\t0.751\t0.019\t1.655\t0.042\t6330\t100\t0.139\t0.088\t0.68\t0.10\t0.552\t0.028\t-0.720\t0.077\t\n",
"OGLE-LMC-RRLYR-03744\t0.636\t0.050\t0.698\t0.019\t1.563\t0.042\t6350\t100\t0.382\t0.088\t0.91\t0.10\t0.550\t0.028\t-0.474\t0.078\t\n",
"OGLE-LMC-RRLYR-03745\t0.586\t0.051\t0.688\t0.019\t1.544\t0.042\t6370\t100\t0.419\t0.088\t0.95\t0.10\t0.548\t0.028\t-0.439\t0.079\t\n",
"OGLE-LMC-RRLYR-03746\t0.661\t0.051\t0.740\t0.019\t1.662\t0.042\t6410\t100\t0.149\t0.087\t0.679\t0.099\t0.537\t0.028\t-0.688\t0.078\t\n",
"OGLE-LMC-RRLYR-03747\t0.642\t0.052\t0.785\t0.021\t1.750\t0.043\t6390\t100\t-0.095\t0.089\t0.43\t0.10\t0.536\t0.029\t-0.931\t0.081\t\n",
"OGLE-LMC-RRLYR-03748\t0.689\t0.055\t0.743\t0.020\t1.676\t0.043\t6440\t110\t0.109\t0.089\t0.64\t0.10\t0.538\t0.029\t-0.728\t0.083\t\n",
"OGLE-LMC-RRLYR-03752\t0.605\t0.050\t0.759\t0.019\t1.675\t0.043\t6360\t100\t0.068\t0.089\t0.61\t0.10\t0.548\t0.029\t-0.784\t0.078\t\n",
"OGLE-LMC-RRLYR-03754\t0.699\t0.050\t0.760\t0.019\t1.661\t0.042\t6260\t100\t0.135\t0.087\t0.691\t0.099\t0.566\t0.028\t-0.756\t0.077\t\n",
"OGLE-LMC-RRLYR-03755\t0.680\t0.061\t0.731\t0.021\t1.732\t0.043\t6730\t110\t0.030\t0.091\t0.50\t0.10\t0.469\t0.029\t-0.697\t0.087\t\n",
"OGLE-LMC-RRLYR-03758\t0.603\t0.050\t0.714\t0.019\t1.680\t0.042\t6680\t100\t0.121\t0.087\t0.616\t0.098\t0.480\t0.028\t-0.621\t0.077\t\n",
"OGLE-LMC-RRLYR-03759\t0.588\t0.050\t0.717\t0.019\t1.636\t0.042\t6490\t100\t0.210\t0.087\t0.733\t0.098\t0.520\t0.028\t-0.600\t0.077\t\n",
"OGLE-LMC-RRLYR-03761\t0.703\t0.059\t0.749\t0.022\t1.721\t0.044\t6560\t110\t0.065\t0.091\t0.56\t0.10\t0.504\t0.030\t-0.720\t0.087\t\n",
"OGLE-LMC-RRLYR-03762\t0.602\t0.052\t0.697\t0.020\t1.656\t0.042\t6720\t100\t0.182\t0.088\t0.669\t0.099\t0.473\t0.028\t-0.551\t0.079\t\n",
"OGLE-LMC-RRLYR-03766\t0.708\t0.051\t0.767\t0.020\t1.685\t0.043\t6300\t100\t0.084\t0.089\t0.62\t0.10\t0.558\t0.028\t-0.788\t0.078\t\n",
"OGLE-LMC-RRLYR-03767\t0.672\t0.055\t0.740\t0.020\t1.669\t0.043\t6430\t100\t0.114\t0.089\t0.65\t0.10\t0.540\t0.029\t-0.723\t0.081\t\n",
"OGLE-LMC-RRLYR-03772\t0.611\t0.052\t0.718\t0.019\t1.692\t0.042\t6690\t100\t0.095\t0.088\t0.585\t0.099\t0.480\t0.028\t-0.649\t0.079\t\n",
"OGLE-LMC-RRLYR-03773\t0.650\t0.050\t0.763\t0.019\t1.695\t0.042\t6350\t100\t0.037\t0.088\t0.581\t0.099\t0.549\t0.028\t-0.814\t0.078\t\n",
"OGLE-LMC-RRLYR-03775\t0.587\t0.051\t0.736\t0.020\t1.742\t0.042\t6750\t100\t-0.015\t0.088\t0.460\t0.098\t0.467\t0.028\t-0.742\t0.080\t\n",
"OGLE-LMC-RRLYR-03776\t0.595\t0.052\t0.713\t0.020\t1.677\t0.042\t6670\t100\t0.128\t0.088\t0.618\t0.099\t0.481\t0.029\t-0.618\t0.080\t\n",
"OGLE-LMC-RRLYR-03778\t0.629\t0.051\t0.743\t0.019\t1.742\t0.042\t6690\t100\t-0.016\t0.087\t0.473\t0.098\t0.480\t0.028\t-0.757\t0.078\t\n",
"OGLE-LMC-RRLYR-03779\t0.673\t0.050\t0.802\t0.019\t1.758\t0.042\t6300\t100\t-0.124\t0.088\t0.431\t0.099\t0.560\t0.028\t-0.997\t0.078\t\n",
"OGLE-LMC-RRLYR-03780\t0.674\t0.050\t0.754\t0.019\t1.666\t0.042\t6330\t100\t0.130\t0.087\t0.674\t0.099\t0.554\t0.028\t-0.736\t0.077\t\n",
"OGLE-LMC-RRLYR-03781\t0.688\t0.051\t0.740\t0.019\t1.691\t0.042\t6510\t100\t0.103\t0.087\t0.621\t0.099\t0.519\t0.028\t-0.706\t0.078\t\n",
"OGLE-LMC-RRLYR-03786\t0.667\t0.051\t0.770\t0.019\t1.748\t0.042\t6510\t100\t-0.045\t0.087\t0.474\t0.098\t0.516\t0.028\t-0.847\t0.078\t\n",
"OGLE-LMC-RRLYR-03791\t0.689\t0.050\t0.751\t0.019\t1.678\t0.042\t6400\t100\t0.126\t0.087\t0.663\t0.098\t0.541\t0.028\t-0.714\t0.077\t\n",
"OGLE-LMC-RRLYR-03793\t0.694\t0.050\t0.764\t0.019\t1.676\t0.042\t6300\t100\t0.103\t0.087\t0.654\t0.099\t0.561\t0.028\t-0.771\t0.077\t\n",
"OGLE-LMC-RRLYR-03794\t0.668\t0.050\t0.736\t0.019\t1.658\t0.042\t6430\t100\t0.160\t0.087\t0.683\t0.099\t0.534\t0.028\t-0.672\t0.078\t\n",
"OGLE-LMC-RRLYR-03798\t0.724\t0.060\t0.751\t0.021\t1.720\t0.044\t6550\t110\t0.038\t0.091\t0.56\t0.10\t0.516\t0.030\t-0.760\t0.085\t\n",
"OGLE-LMC-RRLYR-03800\t0.709\t0.052\t0.751\t0.020\t1.703\t0.042\t6460\t100\t0.062\t0.087\t0.584\t0.099\t0.527\t0.028\t-0.762\t0.078\t\n",
"OGLE-LMC-RRLYR-03804\t0.744\t0.050\t0.761\t0.019\t1.678\t0.042\t6300\t100\t0.118\t0.087\t0.669\t0.099\t0.560\t0.028\t-0.759\t0.077\t\n",
"OGLE-LMC-RRLYR-03807\t0.625\t0.051\t0.729\t0.019\t1.599\t0.042\t6270\t100\t0.254\t0.088\t0.824\t0.099\t0.575\t0.029\t-0.633\t0.078\t\n",
"OGLE-LMC-RRLYR-03808\t0.558\t0.055\t0.688\t0.020\t1.639\t0.043\t6730\t100\t0.216\t0.089\t0.69\t0.10\t0.469\t0.029\t-0.511\t0.081\t\n",
"OGLE-LMC-RRLYR-03810\t0.677\t0.051\t0.743\t0.019\t1.700\t0.042\t6530\t100\t0.075\t0.087\t0.591\t0.099\t0.515\t0.028\t-0.729\t0.078\t\n",
"OGLE-LMC-RRLYR-03811\t0.606\t0.052\t0.752\t0.020\t1.652\t0.044\t6310\t100\t0.143\t0.090\t0.69\t0.10\t0.562\t0.029\t-0.736\t0.079\t\n",
"OGLE-LMC-RRLYR-03815\t0.667\t0.051\t0.719\t0.019\t1.697\t0.042\t6700\t100\t0.109\t0.087\t0.595\t0.099\t0.479\t0.028\t-0.633\t0.079\t\n",
"OGLE-LMC-RRLYR-03816\t0.644\t0.050\t0.734\t0.019\t1.716\t0.042\t6660\t100\t0.043\t0.087\t0.536\t0.098\t0.486\t0.028\t-0.711\t0.078\t\n",
"OGLE-LMC-RRLYR-03818\t0.577\t0.053\t0.679\t0.020\t1.670\t0.042\t6890\t100\t0.193\t0.088\t0.640\t0.099\t0.431\t0.028\t-0.477\t0.079\t\n",
"OGLE-LMC-RRLYR-03827\t0.619\t0.053\t0.724\t0.020\t1.652\t0.042\t6500\t100\t0.176\t0.087\t0.699\t0.099\t0.521\t0.029\t-0.633\t0.079\t\n",
"OGLE-LMC-RRLYR-03830\t0.689\t0.059\t0.755\t0.022\t1.694\t0.044\t6400\t110\t0.062\t0.091\t0.60\t0.10\t0.543\t0.030\t-0.783\t0.088\t\n",
"OGLE-LMC-RRLYR-03837\t0.636\t0.054\t0.731\t0.021\t1.667\t0.043\t6490\t110\t0.149\t0.090\t0.65\t0.10\t0.514\t0.030\t-0.657\t0.083\t\n",
"OGLE-LMC-RRLYR-03841\t0.643\t0.050\t0.734\t0.019\t1.675\t0.042\t6490\t100\t0.134\t0.087\t0.648\t0.099\t0.515\t0.028\t-0.674\t0.078\t\n",
"OGLE-LMC-RRLYR-03842\t0.619\t0.051\t0.731\t0.019\t1.659\t0.042\t6470\t100\t0.144\t0.087\t0.666\t0.099\t0.526\t0.028\t-0.672\t0.078\t\n",
"OGLE-LMC-RRLYR-03844\t0.672\t0.051\t0.771\t0.019\t1.715\t0.042\t6370\t100\t0.009\t0.087\t0.544\t0.099\t0.543\t0.028\t-0.837\t0.078\t\n",
"OGLE-LMC-RRLYR-03845\t0.703\t0.054\t0.759\t0.020\t1.700\t0.043\t6420\t100\t0.089\t0.089\t0.62\t0.10\t0.535\t0.028\t-0.747\t0.081\t\n",
"OGLE-LMC-RRLYR-03846\t0.556\t0.050\t0.672\t0.019\t1.622\t0.042\t6740\t100\t0.242\t0.087\t0.720\t0.099\t0.463\t0.028\t-0.485\t0.077\t\n",
"OGLE-LMC-RRLYR-03850\t0.662\t0.050\t0.781\t0.019\t1.721\t0.042\t6340\t100\t-0.009\t0.087\t0.531\t0.099\t0.550\t0.028\t-0.868\t0.077\t\n",
"OGLE-LMC-RRLYR-03851\t0.666\t0.052\t0.805\t0.020\t1.780\t0.044\t6360\t100\t-0.165\t0.090\t0.36\t0.10\t0.543\t0.029\t-1.016\t0.081\t\n",
"OGLE-LMC-RRLYR-03856\t0.640\t0.051\t0.724\t0.019\t1.709\t0.042\t6700\t100\t0.078\t0.087\t0.561\t0.099\t0.473\t0.028\t-0.658\t0.078\t\n",
"OGLE-LMC-RRLYR-03857\t0.678\t0.050\t0.740\t0.019\t1.677\t0.042\t6460\t100\t0.149\t0.087\t0.677\t0.098\t0.524\t0.028\t-0.669\t0.077\t\n",
"OGLE-LMC-RRLYR-03859\t0.596\t0.050\t0.747\t0.019\t1.635\t0.042\t6280\t100\t0.161\t0.088\t0.72\t0.10\t0.569\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-03861\t0.745\t0.050\t0.781\t0.019\t1.712\t0.042\t6311\t99\t0.038\t0.087\t0.582\t0.099\t0.555\t0.028\t-0.830\t0.077\t\n",
"OGLE-LMC-RRLYR-03863\t0.721\t0.052\t0.807\t0.020\t1.822\t0.042\t6500\t100\t-0.220\t0.088\t0.309\t0.098\t0.522\t0.029\t-1.030\t0.080\t\n",
"OGLE-LMC-RRLYR-03866\t0.634\t0.055\t0.728\t0.020\t1.688\t0.043\t6610\t100\t0.091\t0.089\t0.59\t0.10\t0.499\t0.029\t-0.685\t0.083\t\n",
"OGLE-LMC-RRLYR-03868\t0.685\t0.051\t0.751\t0.019\t1.668\t0.042\t6350\t100\t0.140\t0.087\t0.678\t0.099\t0.549\t0.028\t-0.717\t0.078\t\n",
"OGLE-LMC-RRLYR-03869\t0.708\t0.051\t0.773\t0.019\t1.733\t0.042\t6420\t100\t-0.032\t0.087\t0.505\t0.099\t0.539\t0.028\t-0.872\t0.078\t\n",
"OGLE-LMC-RRLYR-03871\t0.607\t0.051\t0.703\t0.019\t1.644\t0.042\t6620\t100\t0.210\t0.087\t0.707\t0.098\t0.493\t0.028\t-0.554\t0.077\t\n",
"OGLE-LMC-RRLYR-03873\t0.659\t0.051\t0.735\t0.020\t1.685\t0.042\t6530\t100\t0.128\t0.087\t0.635\t0.099\t0.510\t0.028\t-0.669\t0.079\t\n",
"OGLE-LMC-RRLYR-03875\t0.590\t0.054\t0.696\t0.020\t1.669\t0.042\t6770\t100\t0.167\t0.088\t0.63\t0.10\t0.461\t0.028\t-0.547\t0.080\t\n",
"OGLE-LMC-RRLYR-03879\t0.648\t0.051\t0.757\t0.019\t1.716\t0.042\t6480\t100\t0.010\t0.087\t0.542\t0.099\t0.527\t0.028\t-0.805\t0.078\t\n",
"OGLE-LMC-RRLYR-03880\t0.696\t0.050\t0.814\t0.019\t1.802\t0.042\t6370\t100\t-0.210\t0.087\t0.326\t0.099\t0.543\t0.028\t-1.052\t0.078\t\n",
"OGLE-LMC-RRLYR-03885\t0.612\t0.054\t0.742\t0.021\t1.625\t0.044\t6280\t100\t0.204\t0.091\t0.76\t0.10\t0.570\t0.029\t-0.682\t0.082\t\n",
"OGLE-LMC-RRLYR-03886\t0.666\t0.052\t0.730\t0.020\t1.682\t0.042\t6560\t100\t0.123\t0.087\t0.630\t0.099\t0.508\t0.028\t-0.667\t0.078\t\n",
"OGLE-LMC-RRLYR-03888\t0.684\t0.050\t0.759\t0.019\t1.658\t0.042\t6269\t99\t0.139\t0.087\t0.704\t0.099\t0.572\t0.028\t-0.755\t0.077\t\n",
"OGLE-LMC-RRLYR-03889\t0.727\t0.064\t0.735\t0.021\t1.712\t0.045\t6630\t110\t0.073\t0.091\t0.57\t0.10\t0.495\t0.029\t-0.694\t0.085\t\n",
"OGLE-LMC-RRLYR-03892\t0.604\t0.050\t0.738\t0.019\t1.642\t0.043\t6380\t100\t0.155\t0.089\t0.69\t0.10\t0.536\t0.028\t-0.678\t0.077\t\n",
"OGLE-LMC-RRLYR-03893\t0.631\t0.052\t0.737\t0.020\t1.714\t0.042\t6640\t100\t0.050\t0.087\t0.551\t0.099\t0.490\t0.029\t-0.706\t0.079\t\n",
"OGLE-LMC-RRLYR-03895\t0.679\t0.050\t0.735\t0.019\t1.645\t0.042\t6400\t100\t0.210\t0.088\t0.73\t0.10\t0.537\t0.028\t-0.628\t0.078\t\n",
"OGLE-LMC-RRLYR-03896\t0.669\t0.051\t0.734\t0.019\t1.681\t0.042\t6530\t100\t0.107\t0.087\t0.628\t0.099\t0.518\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-03898\t0.641\t0.051\t0.730\t0.019\t1.673\t0.042\t6520\t100\t0.133\t0.087\t0.645\t0.098\t0.514\t0.028\t-0.671\t0.078\t\n",
"OGLE-LMC-RRLYR-03900\t0.625\t0.055\t0.721\t0.020\t1.648\t0.043\t6500\t100\t0.185\t0.089\t0.69\t0.10\t0.517\t0.029\t-0.614\t0.081\t\n",
"OGLE-LMC-RRLYR-03901\t0.703\t0.051\t0.767\t0.019\t1.750\t0.042\t6550\t100\t-0.051\t0.087\t0.471\t0.099\t0.516\t0.028\t-0.850\t0.078\t\n",
"OGLE-LMC-RRLYR-03902\t0.651\t0.055\t0.745\t0.021\t1.684\t0.043\t6450\t110\t0.087\t0.089\t0.613\t0.099\t0.530\t0.029\t-0.741\t0.083\t\n",
"OGLE-LMC-RRLYR-03903\t0.683\t0.053\t0.742\t0.020\t1.668\t0.042\t6400\t100\t0.118\t0.088\t0.661\t0.099\t0.543\t0.028\t-0.731\t0.079\t\n",
"OGLE-LMC-RRLYR-03904\t0.716\t0.050\t0.793\t0.019\t1.750\t0.042\t6340\t100\t-0.070\t0.087\t0.468\t0.098\t0.549\t0.028\t-0.928\t0.077\t\n",
"OGLE-LMC-RRLYR-03906\t0.654\t0.051\t0.737\t0.019\t1.703\t0.042\t6560\t100\t0.049\t0.087\t0.577\t0.099\t0.507\t0.028\t-0.727\t0.078\t\n",
"OGLE-LMC-RRLYR-03907\t0.570\t0.051\t0.685\t0.019\t1.661\t0.042\t6810\t100\t0.190\t0.087\t0.656\t0.098\t0.451\t0.028\t-0.511\t0.078\t\n",
"OGLE-LMC-RRLYR-03909\t0.627\t0.051\t0.719\t0.019\t1.679\t0.042\t6620\t100\t0.114\t0.088\t0.61\t0.10\t0.485\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-03912\t0.659\t0.050\t0.737\t0.019\t1.706\t0.042\t6600\t100\t0.063\t0.087\t0.568\t0.098\t0.499\t0.028\t-0.714\t0.077\t\n",
"OGLE-LMC-RRLYR-03914\t0.539\t0.052\t0.674\t0.020\t1.646\t0.042\t6860\t100\t0.234\t0.088\t0.683\t0.098\t0.443\t0.029\t-0.450\t0.080\t\n",
"OGLE-LMC-RRLYR-03916\t0.745\t0.051\t0.763\t0.019\t1.668\t0.042\t6260\t100\t0.149\t0.087\t0.709\t0.098\t0.568\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-03917\t0.666\t0.051\t0.773\t0.019\t1.770\t0.042\t6560\t100\t-0.101\t0.087\t0.408\t0.098\t0.506\t0.028\t-0.889\t0.079\t\n",
"OGLE-LMC-RRLYR-03921\t0.626\t0.051\t0.720\t0.019\t1.676\t0.042\t6620\t100\t0.145\t0.087\t0.643\t0.099\t0.493\t0.028\t-0.623\t0.078\t\n",
"OGLE-LMC-RRLYR-03927\t0.694\t0.050\t0.738\t0.019\t1.682\t0.042\t6500\t100\t0.144\t0.087\t0.654\t0.098\t0.517\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-03928\t0.695\t0.050\t0.768\t0.019\t1.741\t0.042\t6480\t100\t-0.038\t0.087\t0.46\t0.10\t0.519\t0.028\t-0.845\t0.077\t\n",
"OGLE-LMC-RRLYR-03929\t0.635\t0.052\t0.725\t0.019\t1.695\t0.042\t6640\t100\t0.088\t0.087\t0.597\t0.099\t0.491\t0.028\t-0.674\t0.078\t\n",
"OGLE-LMC-RRLYR-03931\t0.579\t0.051\t0.707\t0.019\t1.634\t0.042\t6580\t100\t0.215\t0.089\t0.72\t0.10\t0.497\t0.028\t-0.557\t0.078\t\n",
"OGLE-LMC-RRLYR-03932\t0.635\t0.050\t0.812\t0.019\t1.786\t0.042\t6330\t100\t-0.196\t0.088\t0.349\t0.099\t0.551\t0.028\t-1.052\t0.078\t\n",
"OGLE-LMC-RRLYR-03933\t0.631\t0.052\t0.827\t0.020\t1.817\t0.043\t6330\t110\t-0.263\t0.089\t0.27\t0.10\t0.549\t0.030\t-1.117\t0.081\t\n",
"OGLE-LMC-RRLYR-03934\t0.565\t0.050\t0.748\t0.019\t1.674\t0.043\t6420\t100\t0.083\t0.089\t0.60\t0.10\t0.529\t0.029\t-0.749\t0.078\t\n",
"OGLE-LMC-RRLYR-03935\t0.605\t0.051\t0.710\t0.019\t1.656\t0.042\t6630\t100\t0.162\t0.087\t0.666\t0.099\t0.496\t0.028\t-0.606\t0.078\t\n",
"OGLE-LMC-RRLYR-03937\t0.603\t0.050\t0.743\t0.019\t1.639\t0.042\t6350\t100\t0.174\t0.088\t0.72\t0.10\t0.556\t0.028\t-0.689\t0.078\t\n",
"OGLE-LMC-RRLYR-03939\t0.711\t0.051\t0.751\t0.019\t1.703\t0.042\t6470\t100\t0.092\t0.087\t0.600\t0.098\t0.520\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-03941\t0.613\t0.051\t0.706\t0.019\t1.646\t0.042\t6610\t100\t0.180\t0.087\t0.700\t0.099\t0.501\t0.028\t-0.598\t0.078\t\n",
"OGLE-LMC-RRLYR-03942\t0.668\t0.051\t0.746\t0.019\t1.669\t0.042\t6400\t100\t0.140\t0.087\t0.663\t0.099\t0.536\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-03944\t0.677\t0.050\t0.758\t0.019\t1.662\t0.043\t6310\t100\t0.128\t0.089\t0.68\t0.10\t0.559\t0.028\t-0.741\t0.077\t\n",
"OGLE-LMC-RRLYR-03948\t0.629\t0.060\t0.732\t0.022\t1.682\t0.044\t6540\t110\t0.116\t0.091\t0.62\t0.10\t0.510\t0.030\t-0.677\t0.086\t\n",
"OGLE-LMC-RRLYR-03952\t0.614\t0.052\t0.715\t0.020\t1.643\t0.042\t6520\t100\t0.199\t0.087\t0.710\t0.099\t0.515\t0.028\t-0.603\t0.079\t\n",
"OGLE-LMC-RRLYR-03953\t0.628\t0.052\t0.713\t0.019\t1.667\t0.042\t6650\t100\t0.178\t0.088\t0.671\t0.099\t0.488\t0.028\t-0.576\t0.078\t\n",
"OGLE-LMC-RRLYR-03955\t0.719\t0.052\t0.753\t0.019\t1.710\t0.042\t6500\t100\t0.068\t0.087\t0.599\t0.099\t0.524\t0.028\t-0.746\t0.078\t\n",
"OGLE-LMC-RRLYR-03959\t0.677\t0.051\t0.749\t0.019\t1.688\t0.042\t6440\t100\t0.101\t0.087\t0.626\t0.098\t0.530\t0.028\t-0.724\t0.078\t\n",
"OGLE-LMC-RRLYR-03960\t0.528\t0.053\t0.689\t0.020\t1.686\t0.042\t6880\t100\t0.138\t0.088\t0.584\t0.099\t0.432\t0.029\t-0.528\t0.082\t\n",
"OGLE-LMC-RRLYR-03962\t0.621\t0.055\t0.718\t0.020\t1.654\t0.043\t6540\t110\t0.170\t0.090\t0.68\t0.10\t0.512\t0.029\t-0.630\t0.083\t\n",
"OGLE-LMC-RRLYR-03963\t0.633\t0.052\t0.729\t0.020\t1.652\t0.042\t6450\t100\t0.171\t0.087\t0.694\t0.099\t0.529\t0.028\t-0.654\t0.078\t\n",
"OGLE-LMC-RRLYR-03969\t0.647\t0.050\t0.824\t0.019\t1.806\t0.042\t6320\t100\t-0.231\t0.087\t0.313\t0.099\t0.551\t0.028\t-1.090\t0.078\t\n",
"OGLE-LMC-RRLYR-03970\t0.593\t0.056\t0.683\t0.020\t1.651\t0.043\t6790\t100\t0.212\t0.089\t0.68\t0.10\t0.455\t0.029\t-0.492\t0.082\t\n",
"OGLE-LMC-RRLYR-03983\t0.663\t0.052\t0.748\t0.020\t1.670\t0.042\t6380\t100\t0.126\t0.087\t0.659\t0.099\t0.543\t0.028\t-0.719\t0.078\t\n",
"OGLE-LMC-RRLYR-03987\t0.676\t0.052\t0.736\t0.019\t1.692\t0.042\t6560\t100\t0.104\t0.087\t0.625\t0.099\t0.509\t0.028\t-0.686\t0.078\t\n",
"OGLE-LMC-RRLYR-03988\t0.618\t0.050\t0.714\t0.019\t1.567\t0.042\t6276\t99\t0.335\t0.087\t0.899\t0.099\t0.569\t0.028\t-0.556\t0.077\t\n",
"OGLE-LMC-RRLYR-03992\t0.626\t0.051\t0.708\t0.019\t1.638\t0.042\t6550\t100\t0.191\t0.088\t0.70\t0.10\t0.501\t0.028\t-0.593\t0.078\t\n",
"OGLE-LMC-RRLYR-03995\t0.680\t0.051\t0.734\t0.019\t1.694\t0.042\t6580\t100\t0.104\t0.087\t0.616\t0.098\t0.505\t0.028\t-0.681\t0.077\t\n",
"OGLE-LMC-RRLYR-03996\t0.551\t0.050\t0.680\t0.019\t1.617\t0.042\t6700\t100\t0.283\t0.088\t0.75\t0.10\t0.467\t0.029\t-0.449\t0.078\t\n",
"OGLE-LMC-RRLYR-04001\t0.625\t0.055\t0.701\t0.020\t1.677\t0.042\t6780\t100\t0.163\t0.089\t0.633\t0.099\t0.466\t0.028\t-0.555\t0.081\t\n",
"OGLE-LMC-RRLYR-04003\t0.622\t0.051\t0.721\t0.019\t1.650\t0.042\t6500\t100\t0.175\t0.087\t0.689\t0.099\t0.519\t0.028\t-0.633\t0.078\t\n",
"OGLE-LMC-RRLYR-04004\t0.555\t0.050\t0.708\t0.019\t1.664\t0.042\t6660\t100\t0.150\t0.087\t0.647\t0.098\t0.483\t0.028\t-0.596\t0.077\t\n",
"OGLE-LMC-RRLYR-04005\t0.628\t0.051\t0.707\t0.019\t1.643\t0.042\t6580\t100\t0.219\t0.087\t0.724\t0.098\t0.502\t0.028\t-0.557\t0.077\t\n",
"OGLE-LMC-RRLYR-04007\t0.638\t0.051\t0.725\t0.019\t1.675\t0.042\t6570\t100\t0.147\t0.087\t0.652\t0.098\t0.503\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-04008\t0.720\t0.050\t0.790\t0.019\t1.751\t0.042\t6360\t100\t-0.081\t0.087\t0.463\t0.099\t0.550\t0.028\t-0.938\t0.078\t\n",
"OGLE-LMC-RRLYR-04013\t0.632\t0.051\t0.709\t0.019\t1.611\t0.042\t6450\t100\t0.252\t0.088\t0.79\t0.10\t0.533\t0.028\t-0.568\t0.078\t\n",
"OGLE-LMC-RRLYR-04015\t0.678\t0.051\t0.764\t0.020\t1.739\t0.042\t6500\t100\t-0.011\t0.088\t0.503\t0.099\t0.511\t0.028\t-0.817\t0.079\t\n",
"OGLE-LMC-RRLYR-04016\t0.647\t0.064\t0.700\t0.022\t1.643\t0.046\t6630\t110\t0.225\t0.093\t0.71\t0.10\t0.491\t0.029\t-0.540\t0.088\t\n",
"OGLE-LMC-RRLYR-04017\t0.621\t0.052\t0.697\t0.019\t1.670\t0.042\t6770\t100\t0.181\t0.088\t0.655\t0.099\t0.463\t0.028\t-0.539\t0.079\t\n",
"OGLE-LMC-RRLYR-04021\t0.609\t0.051\t0.770\t0.019\t1.766\t0.042\t6590\t100\t-0.114\t0.087\t0.398\t0.099\t0.508\t0.029\t-0.904\t0.080\t\n",
"OGLE-LMC-RRLYR-04023\t0.617\t0.050\t0.742\t0.019\t1.632\t0.043\t6340\t100\t0.169\t0.089\t0.72\t0.10\t0.557\t0.028\t-0.690\t0.077\t\n",
"OGLE-LMC-RRLYR-04030\t0.660\t0.050\t0.783\t0.019\t1.739\t0.042\t6400\t100\t-0.061\t0.087\t0.47\t0.10\t0.533\t0.029\t-0.892\t0.077\t\n",
"OGLE-LMC-RRLYR-04037\t0.597\t0.056\t0.709\t0.021\t1.691\t0.042\t6750\t110\t0.109\t0.089\t0.589\t0.099\t0.466\t0.029\t-0.613\t0.084\t\n",
"OGLE-LMC-RRLYR-04041\t0.624\t0.050\t0.734\t0.019\t1.719\t0.042\t6680\t100\t0.055\t0.087\t0.545\t0.098\t0.479\t0.028\t-0.691\t0.077\t\n",
"OGLE-LMC-RRLYR-04045\t0.617\t0.050\t0.712\t0.019\t1.669\t0.042\t6660\t100\t0.146\t0.087\t0.643\t0.098\t0.488\t0.028\t-0.610\t0.078\t\n",
"OGLE-LMC-RRLYR-04047\t0.654\t0.050\t0.750\t0.019\t1.648\t0.042\t6310\t100\t0.154\t0.087\t0.707\t0.099\t0.563\t0.028\t-0.724\t0.077\t\n",
"OGLE-LMC-RRLYR-04058\t0.667\t0.051\t0.767\t0.019\t1.761\t0.042\t6580\t100\t-0.062\t0.087\t0.450\t0.098\t0.502\t0.028\t-0.842\t0.078\t\n",
"OGLE-LMC-RRLYR-04060\t0.717\t0.051\t0.722\t0.019\t1.666\t0.042\t6560\t100\t0.209\t0.087\t0.714\t0.099\t0.507\t0.028\t-0.581\t0.078\t\n",
"OGLE-LMC-RRLYR-04061\t0.681\t0.049\t0.737\t0.019\t1.614\t0.042\t6257\t99\t0.246\t0.087\t0.812\t0.098\t0.572\t0.028\t-0.652\t0.077\t\n",
"OGLE-LMC-RRLYR-04062\t0.603\t0.054\t0.690\t0.020\t1.671\t0.042\t6810\t100\t0.180\t0.089\t0.647\t0.099\t0.452\t0.028\t-0.520\t0.081\t\n",
"OGLE-LMC-RRLYR-04063\t0.708\t0.050\t0.747\t0.019\t1.645\t0.043\t6310\t100\t0.190\t0.089\t0.74\t0.10\t0.559\t0.028\t-0.684\t0.077\t\n",
"OGLE-LMC-RRLYR-04070\t0.709\t0.055\t0.758\t0.021\t1.694\t0.043\t6400\t110\t0.088\t0.090\t0.61\t0.10\t0.538\t0.029\t-0.752\t0.083\t\n",
"OGLE-LMC-RRLYR-04073\t0.635\t0.050\t0.752\t0.019\t1.635\t0.042\t6240\t100\t0.165\t0.088\t0.73\t0.10\t0.578\t0.028\t-0.731\t0.078\t\n",
"OGLE-LMC-RRLYR-04078\t0.615\t0.050\t0.739\t0.019\t1.617\t0.042\t6270\t100\t0.211\t0.087\t0.777\t0.099\t0.573\t0.028\t-0.680\t0.077\t\n",
"OGLE-LMC-RRLYR-04080\t0.634\t0.060\t0.731\t0.022\t1.707\t0.044\t6630\t110\t0.057\t0.091\t0.54\t0.10\t0.489\t0.030\t-0.703\t0.087\t\n",
"OGLE-LMC-RRLYR-04081\t0.643\t0.058\t0.724\t0.021\t1.655\t0.043\t6490\t100\t0.169\t0.089\t0.68\t0.10\t0.522\t0.029\t-0.642\t0.082\t\n",
"OGLE-LMC-RRLYR-04086\t0.715\t0.052\t0.730\t0.020\t1.741\t0.042\t6760\t100\t0.008\t0.088\t0.497\t0.099\t0.466\t0.029\t-0.717\t0.080\t\n",
"OGLE-LMC-RRLYR-04087\t0.630\t0.050\t0.703\t0.019\t1.605\t0.043\t6510\t100\t0.240\t0.089\t0.75\t0.10\t0.508\t0.028\t-0.551\t0.078\t\n",
"OGLE-LMC-RRLYR-04089\t0.571\t0.050\t0.699\t0.019\t1.669\t0.042\t6750\t100\t0.155\t0.087\t0.631\t0.098\t0.465\t0.028\t-0.568\t0.078\t\n",
"OGLE-LMC-RRLYR-04091\t0.740\t0.050\t0.764\t0.019\t1.625\t0.042\t6128\t99\t0.198\t0.087\t0.799\t0.098\t0.607\t0.028\t-0.755\t0.077\t\n",
"OGLE-LMC-RRLYR-04092\t0.651\t0.057\t0.730\t0.021\t1.640\t0.043\t6410\t100\t0.197\t0.089\t0.72\t0.10\t0.539\t0.029\t-0.642\t0.082\t\n",
"OGLE-LMC-RRLYR-04097\t0.673\t0.051\t0.737\t0.019\t1.698\t0.042\t6560\t100\t0.089\t0.087\t0.598\t0.099\t0.507\t0.028\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-04099\t0.641\t0.061\t0.732\t0.023\t1.683\t0.044\t6560\t110\t0.092\t0.093\t0.60\t0.10\t0.509\t0.031\t-0.701\t0.092\t\n",
"OGLE-LMC-RRLYR-04104\t0.565\t0.056\t0.690\t0.020\t1.621\t0.043\t6650\t100\t0.259\t0.089\t0.75\t0.10\t0.487\t0.029\t-0.490\t0.081\t\n",
"OGLE-LMC-RRLYR-04106\t0.655\t0.051\t0.725\t0.019\t1.695\t0.042\t6650\t100\t0.098\t0.087\t0.595\t0.099\t0.489\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-04110\t0.591\t0.050\t0.725\t0.019\t1.635\t0.042\t6460\t100\t0.193\t0.088\t0.70\t0.10\t0.514\t0.028\t-0.605\t0.077\t\n",
"OGLE-LMC-RRLYR-04118\t0.567\t0.050\t0.700\t0.019\t1.672\t0.042\t6750\t100\t0.160\t0.087\t0.631\t0.098\t0.461\t0.028\t-0.557\t0.077\t\n",
"OGLE-LMC-RRLYR-04119\t0.600\t0.051\t0.736\t0.019\t1.690\t0.042\t6550\t100\t0.076\t0.087\t0.587\t0.098\t0.508\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-04128\t0.620\t0.050\t0.717\t0.019\t1.654\t0.042\t6560\t100\t0.165\t0.087\t0.683\t0.098\t0.509\t0.028\t-0.624\t0.077\t\n",
"OGLE-LMC-RRLYR-04129\t0.769\t0.050\t0.765\t0.019\t1.668\t0.042\t6317\t99\t0.132\t0.088\t0.688\t0.099\t0.552\t0.028\t-0.732\t0.077\t\n",
"OGLE-LMC-RRLYR-04132\t0.676\t0.053\t0.731\t0.020\t1.710\t0.042\t6640\t100\t0.067\t0.088\t0.570\t0.099\t0.490\t0.028\t-0.697\t0.079\t\n",
"OGLE-LMC-RRLYR-04135\t0.712\t0.051\t0.757\t0.020\t1.701\t0.043\t6450\t100\t0.026\t0.089\t0.56\t0.10\t0.524\t0.028\t-0.785\t0.079\t\n",
"OGLE-LMC-RRLYR-04136\t0.585\t0.050\t0.740\t0.019\t1.750\t0.042\t6750\t100\t-0.044\t0.087\t0.430\t0.098\t0.468\t0.028\t-0.769\t0.077\t\n",
"OGLE-LMC-RRLYR-04140\t0.634\t0.050\t0.737\t0.019\t1.678\t0.042\t6490\t100\t0.103\t0.088\t0.616\t0.099\t0.517\t0.028\t-0.700\t0.078\t\n",
"OGLE-LMC-RRLYR-04143\t0.763\t0.050\t0.764\t0.019\t1.665\t0.042\t6252\t99\t0.171\t0.087\t0.726\t0.099\t0.569\t0.028\t-0.730\t0.077\t\n",
"OGLE-LMC-RRLYR-04144\t0.624\t0.050\t0.770\t0.019\t1.699\t0.042\t6340\t100\t0.007\t0.087\t0.556\t0.098\t0.555\t0.028\t-0.855\t0.077\t\n",
"OGLE-LMC-RRLYR-04145\t0.629\t0.051\t0.722\t0.019\t1.696\t0.042\t6670\t100\t0.117\t0.087\t0.601\t0.099\t0.478\t0.028\t-0.626\t0.078\t\n",
"OGLE-LMC-RRLYR-04147\t0.619\t0.050\t0.746\t0.019\t1.641\t0.042\t6323\t99\t0.167\t0.087\t0.719\t0.099\t0.561\t0.028\t-0.710\t0.077\t\n",
"OGLE-LMC-RRLYR-04156\t0.555\t0.050\t0.696\t0.019\t1.643\t0.042\t6670\t100\t0.201\t0.087\t0.687\t0.099\t0.480\t0.028\t-0.545\t0.078\t\n",
"OGLE-LMC-RRLYR-04157\t0.752\t0.050\t0.768\t0.019\t1.685\t0.042\t6287\t99\t0.099\t0.087\t0.654\t0.098\t0.565\t0.028\t-0.786\t0.077\t\n",
"OGLE-LMC-RRLYR-04158\t0.659\t0.050\t0.750\t0.019\t1.655\t0.042\t6322\t99\t0.142\t0.087\t0.694\t0.099\t0.559\t0.028\t-0.728\t0.077\t\n",
"OGLE-LMC-RRLYR-04159\t0.648\t0.050\t0.704\t0.019\t1.650\t0.042\t6640\t100\t0.220\t0.087\t0.720\t0.098\t0.491\t0.028\t-0.544\t0.077\t\n",
"OGLE-LMC-RRLYR-04160\t0.723\t0.051\t0.769\t0.020\t1.703\t0.042\t6340\t100\t0.066\t0.088\t0.597\t0.099\t0.548\t0.028\t-0.796\t0.079\t\n",
"OGLE-LMC-RRLYR-04161\t0.751\t0.051\t0.797\t0.019\t1.789\t0.042\t6450\t100\t-0.149\t0.088\t0.385\t0.099\t0.533\t0.028\t-0.981\t0.079\t\n",
"OGLE-LMC-RRLYR-04163\t0.680\t0.049\t0.759\t0.019\t1.643\t0.042\t6222\t99\t0.161\t0.087\t0.736\t0.099\t0.581\t0.028\t-0.750\t0.077\t\n",
"OGLE-LMC-RRLYR-04164\t0.706\t0.051\t0.754\t0.019\t1.692\t0.042\t6420\t100\t0.091\t0.087\t0.618\t0.099\t0.537\t0.028\t-0.745\t0.078\t\n",
"OGLE-LMC-RRLYR-04169\t0.706\t0.059\t0.740\t0.021\t1.705\t0.044\t6580\t100\t0.064\t0.091\t0.57\t0.10\t0.509\t0.029\t-0.724\t0.085\t\n",
"OGLE-LMC-RRLYR-04170\t0.538\t0.052\t0.688\t0.019\t1.668\t0.042\t6840\t100\t0.172\t0.088\t0.634\t0.099\t0.447\t0.028\t-0.519\t0.079\t\n",
"OGLE-LMC-RRLYR-04172\t0.594\t0.050\t0.730\t0.019\t1.591\t0.043\t6260\t100\t0.247\t0.089\t0.82\t0.10\t0.575\t0.029\t-0.646\t0.077\t\n",
"OGLE-LMC-RRLYR-04174\t0.666\t0.050\t0.825\t0.019\t1.834\t0.043\t6410\t100\t-0.286\t0.090\t0.22\t0.10\t0.520\t0.029\t-1.096\t0.078\t\n",
"OGLE-LMC-RRLYR-04175\t0.659\t0.052\t0.769\t0.020\t1.693\t0.043\t6320\t100\t0.041\t0.089\t0.59\t0.10\t0.557\t0.029\t-0.826\t0.080\t\n",
"OGLE-LMC-RRLYR-04178\t0.590\t0.053\t0.720\t0.020\t1.670\t0.042\t6590\t100\t0.129\t0.088\t0.632\t0.099\t0.498\t0.029\t-0.648\t0.081\t\n",
"OGLE-LMC-RRLYR-04179\t0.713\t0.054\t0.779\t0.020\t1.722\t0.043\t6330\t100\t-0.023\t0.090\t0.52\t0.10\t0.557\t0.028\t-0.891\t0.081\t\n",
"OGLE-LMC-RRLYR-04180\t0.689\t0.050\t0.729\t0.019\t1.666\t0.042\t6480\t100\t0.151\t0.087\t0.681\t0.099\t0.519\t0.028\t-0.656\t0.077\t\n",
"OGLE-LMC-RRLYR-04181\t0.706\t0.050\t0.725\t0.019\t1.571\t0.042\t6255\t99\t0.339\t0.088\t0.919\t0.099\t0.577\t0.028\t-0.565\t0.078\t\n",
"OGLE-LMC-RRLYR-04182\t0.680\t0.050\t0.755\t0.019\t1.647\t0.042\t6254\t99\t0.149\t0.087\t0.717\t0.099\t0.573\t0.028\t-0.748\t0.077\t\n",
"OGLE-LMC-RRLYR-04184\t0.699\t0.050\t0.827\t0.019\t1.815\t0.042\t6343\t99\t-0.238\t0.087\t0.300\t0.099\t0.549\t0.028\t-1.097\t0.078\t\n",
"OGLE-LMC-RRLYR-04185\t0.584\t0.051\t0.690\t0.019\t1.646\t0.042\t6730\t100\t0.209\t0.087\t0.679\t0.099\t0.468\t0.028\t-0.513\t0.078\t\n",
"OGLE-LMC-RRLYR-04187\t0.612\t0.050\t0.739\t0.019\t1.711\t0.042\t6590\t100\t0.047\t0.087\t0.555\t0.098\t0.498\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-04188\t0.701\t0.050\t0.766\t0.019\t1.676\t0.042\t6304\t99\t0.096\t0.088\t0.65\t0.10\t0.559\t0.028\t-0.772\t0.077\t\n",
"OGLE-LMC-RRLYR-04189\t0.620\t0.050\t0.797\t0.019\t1.785\t0.043\t6460\t110\t-0.171\t0.090\t0.33\t0.10\t0.512\t0.031\t-0.978\t0.078\t\n",
"OGLE-LMC-RRLYR-04193\t0.688\t0.050\t0.758\t0.019\t1.671\t0.042\t6330\t100\t0.116\t0.087\t0.660\t0.099\t0.551\t0.028\t-0.747\t0.077\t\n",
"OGLE-LMC-RRLYR-04194\t0.597\t0.053\t0.719\t0.020\t1.649\t0.043\t6520\t100\t0.180\t0.089\t0.70\t0.10\t0.515\t0.029\t-0.625\t0.081\t\n",
"OGLE-LMC-RRLYR-04198\t0.702\t0.051\t0.757\t0.019\t1.697\t0.042\t6420\t100\t0.087\t0.087\t0.615\t0.099\t0.534\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-04199\t0.623\t0.050\t0.747\t0.019\t1.738\t0.042\t6650\t100\t-0.012\t0.087\t0.487\t0.098\t0.487\t0.028\t-0.769\t0.077\t\n",
"OGLE-LMC-RRLYR-04201\t0.585\t0.050\t0.704\t0.019\t1.689\t0.042\t6790\t100\t0.119\t0.087\t0.585\t0.098\t0.456\t0.028\t-0.586\t0.078\t\n",
"OGLE-LMC-RRLYR-04202\t0.700\t0.051\t0.753\t0.019\t1.709\t0.042\t6480\t100\t0.046\t0.087\t0.572\t0.099\t0.527\t0.028\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-04204\t0.539\t0.050\t0.672\t0.019\t1.639\t0.042\t6850\t100\t0.215\t0.087\t0.635\t0.099\t0.418\t0.028\t-0.442\t0.077\t\n",
"OGLE-LMC-RRLYR-04207\t0.717\t0.051\t0.752\t0.019\t1.721\t0.042\t6540\t100\t0.028\t0.087\t0.547\t0.099\t0.515\t0.028\t-0.775\t0.078\t\n",
"OGLE-LMC-RRLYR-04209\t0.666\t0.051\t0.728\t0.019\t1.695\t0.042\t6630\t100\t0.091\t0.087\t0.592\t0.098\t0.494\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-04211\t0.631\t0.053\t0.746\t0.020\t1.695\t0.042\t6490\t100\t0.068\t0.087\t0.579\t0.099\t0.518\t0.028\t-0.736\t0.079\t\n",
"OGLE-LMC-RRLYR-04212\t0.645\t0.072\t0.725\t0.023\t1.700\t0.047\t6660\t110\t0.086\t0.097\t0.59\t0.11\t0.488\t0.030\t-0.674\t0.093\t\n",
"OGLE-LMC-RRLYR-04215\t0.679\t0.050\t0.755\t0.019\t1.694\t0.042\t6450\t100\t0.069\t0.088\t0.586\t0.099\t0.515\t0.028\t-0.733\t0.077\t\n",
"OGLE-LMC-RRLYR-04219\t0.719\t0.050\t0.753\t0.019\t1.688\t0.042\t6400\t100\t0.101\t0.087\t0.637\t0.098\t0.541\t0.028\t-0.745\t0.077\t\n",
"OGLE-LMC-RRLYR-04220\t0.647\t0.051\t0.729\t0.019\t1.676\t0.042\t6550\t100\t0.123\t0.087\t0.639\t0.099\t0.511\t0.028\t-0.672\t0.078\t\n",
"OGLE-LMC-RRLYR-04223\t0.697\t0.051\t0.756\t0.019\t1.719\t0.042\t6490\t100\t0.052\t0.087\t0.571\t0.099\t0.519\t0.028\t-0.763\t0.078\t\n",
"OGLE-LMC-RRLYR-04230\t0.592\t0.051\t0.702\t0.019\t1.638\t0.042\t6620\t100\t0.232\t0.087\t0.734\t0.099\t0.493\t0.028\t-0.533\t0.078\t\n",
"OGLE-LMC-RRLYR-04232\t0.659\t0.051\t0.739\t0.019\t1.713\t0.042\t6610\t100\t0.039\t0.088\t0.546\t0.099\t0.499\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-04234\t0.619\t0.054\t0.744\t0.020\t1.727\t0.043\t6610\t100\t-0.003\t0.090\t0.47\t0.10\t0.491\t0.029\t-0.763\t0.082\t\n",
"OGLE-LMC-RRLYR-04236\t0.691\t0.050\t0.755\t0.019\t1.642\t0.042\t6256\t99\t0.172\t0.087\t0.742\t0.099\t0.577\t0.028\t-0.727\t0.077\t\n",
"OGLE-LMC-RRLYR-04239\t0.640\t0.050\t0.753\t0.019\t1.666\t0.042\t6365\t99\t0.113\t0.088\t0.65\t0.10\t0.543\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-04242\t0.615\t0.050\t0.741\t0.019\t1.623\t0.042\t6289\t99\t0.202\t0.087\t0.765\t0.099\t0.571\t0.028\t-0.690\t0.077\t\n",
"OGLE-LMC-RRLYR-04243\t0.600\t0.052\t0.689\t0.020\t1.650\t0.042\t6760\t100\t0.213\t0.088\t0.689\t0.099\t0.465\t0.028\t-0.508\t0.079\t\n",
"OGLE-LMC-RRLYR-04244\t0.626\t0.051\t0.710\t0.019\t1.691\t0.042\t6740\t100\t0.143\t0.087\t0.612\t0.099\t0.461\t0.028\t-0.574\t0.078\t\n",
"OGLE-LMC-RRLYR-04245\t0.647\t0.051\t0.731\t0.019\t1.705\t0.042\t6650\t100\t0.066\t0.087\t0.561\t0.098\t0.489\t0.028\t-0.692\t0.077\t\n",
"OGLE-LMC-RRLYR-04251\t0.688\t0.050\t0.764\t0.019\t1.682\t0.042\t6320\t100\t0.099\t0.088\t0.644\t0.099\t0.555\t0.028\t-0.769\t0.078\t\n",
"OGLE-LMC-RRLYR-04253\t0.573\t0.050\t0.716\t0.019\t1.633\t0.043\t6520\t100\t0.191\t0.089\t0.69\t0.10\t0.496\t0.028\t-0.579\t0.077\t\n",
"OGLE-LMC-RRLYR-04254\t0.548\t0.052\t0.661\t0.019\t1.548\t0.042\t6580\t100\t0.411\t0.087\t0.919\t0.099\t0.505\t0.028\t-0.373\t0.078\t\n",
"OGLE-LMC-RRLYR-04255\t0.691\t0.050\t0.809\t0.019\t1.790\t0.042\t6400\t100\t-0.173\t0.088\t0.356\t0.099\t0.531\t0.028\t-1.002\t0.077\t\n",
"OGLE-LMC-RRLYR-04257\t0.680\t0.050\t0.786\t0.019\t1.738\t0.042\t6340\t100\t-0.059\t0.088\t0.48\t0.10\t0.551\t0.028\t-0.913\t0.078\t\n",
"OGLE-LMC-RRLYR-04259\t0.709\t0.050\t0.772\t0.019\t1.771\t0.042\t6580\t100\t-0.077\t0.087\t0.438\t0.098\t0.505\t0.028\t-0.858\t0.077\t\n",
"OGLE-LMC-RRLYR-04260\t0.653\t0.059\t0.751\t0.022\t1.743\t0.044\t6620\t110\t-0.032\t0.092\t0.44\t0.10\t0.490\t0.030\t-0.791\t0.089\t\n",
"OGLE-LMC-RRLYR-04263\t0.632\t0.056\t0.723\t0.020\t1.683\t0.043\t6630\t100\t0.126\t0.089\t0.63\t0.10\t0.493\t0.028\t-0.633\t0.082\t\n",
"OGLE-LMC-RRLYR-04266\t0.573\t0.050\t0.707\t0.019\t1.621\t0.042\t6510\t100\t0.236\t0.087\t0.751\t0.098\t0.517\t0.028\t-0.570\t0.077\t\n",
"OGLE-LMC-RRLYR-04268\t0.610\t0.050\t0.740\t0.019\t1.729\t0.042\t6670\t100\t-0.001\t0.087\t0.489\t0.098\t0.484\t0.028\t-0.754\t0.078\t\n",
"OGLE-LMC-RRLYR-04269\t0.703\t0.051\t0.753\t0.019\t1.713\t0.042\t6500\t100\t0.054\t0.087\t0.570\t0.099\t0.519\t0.028\t-0.759\t0.078\t\n",
"OGLE-LMC-RRLYR-04271\t0.592\t0.051\t0.698\t0.019\t1.651\t0.042\t6690\t100\t0.213\t0.087\t0.693\t0.099\t0.475\t0.028\t-0.523\t0.078\t\n",
"OGLE-LMC-RRLYR-04275\t0.672\t0.051\t0.735\t0.019\t1.681\t0.042\t6530\t100\t0.115\t0.087\t0.638\t0.099\t0.518\t0.028\t-0.690\t0.077\t\n",
"OGLE-LMC-RRLYR-04278\t0.656\t0.053\t0.709\t0.020\t1.695\t0.042\t6760\t100\t0.124\t0.088\t0.599\t0.099\t0.463\t0.028\t-0.596\t0.080\t\n",
"OGLE-LMC-RRLYR-04280\t0.538\t0.049\t0.725\t0.019\t1.738\t0.041\t6830\t100\t0.008\t0.087\t0.468\t0.098\t0.449\t0.028\t-0.682\t0.077\t\n",
"OGLE-LMC-RRLYR-04282\t0.658\t0.058\t0.744\t0.021\t1.706\t0.043\t6540\t110\t0.063\t0.090\t0.57\t0.10\t0.509\t0.030\t-0.729\t0.085\t\n",
"OGLE-LMC-RRLYR-04283\t0.653\t0.051\t0.747\t0.019\t1.681\t0.042\t6430\t100\t0.102\t0.087\t0.626\t0.098\t0.532\t0.028\t-0.727\t0.078\t\n",
"OGLE-LMC-RRLYR-04284\t0.590\t0.051\t0.716\t0.020\t1.683\t0.042\t6680\t100\t0.122\t0.088\t0.58\t0.10\t0.462\t0.029\t-0.608\t0.079\t\n",
"OGLE-LMC-RRLYR-04286\t0.569\t0.051\t0.720\t0.019\t1.693\t0.042\t6680\t100\t0.078\t0.087\t0.575\t0.098\t0.480\t0.028\t-0.671\t0.078\t\n",
"OGLE-LMC-RRLYR-04288\t0.694\t0.054\t0.761\t0.020\t1.677\t0.043\t6330\t100\t0.104\t0.090\t0.64\t0.10\t0.553\t0.029\t-0.761\t0.081\t\n",
"OGLE-LMC-RRLYR-04291\t0.649\t0.050\t0.719\t0.019\t1.610\t0.042\t6380\t100\t0.254\t0.088\t0.805\t0.099\t0.552\t0.028\t-0.596\t0.078\t\n",
"OGLE-LMC-RRLYR-04294\t0.777\t0.050\t0.780\t0.019\t1.763\t0.042\t6480\t100\t-0.057\t0.087\t0.468\t0.098\t0.527\t0.028\t-0.882\t0.077\t\n",
"OGLE-LMC-RRLYR-04297\t0.644\t0.060\t0.721\t0.021\t1.718\t0.044\t6760\t100\t0.065\t0.091\t0.54\t0.10\t0.464\t0.029\t-0.654\t0.085\t\n",
"OGLE-LMC-RRLYR-04298\t0.677\t0.050\t0.734\t0.019\t1.646\t0.042\t6400\t100\t0.210\t0.087\t0.740\t0.099\t0.539\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-04301\t0.617\t0.050\t0.725\t0.019\t1.683\t0.042\t6600\t100\t0.102\t0.087\t0.609\t0.098\t0.498\t0.028\t-0.669\t0.077\t\n",
"OGLE-LMC-RRLYR-04302\t0.691\t0.053\t0.732\t0.020\t1.701\t0.042\t6620\t100\t0.103\t0.087\t0.607\t0.099\t0.494\t0.028\t-0.663\t0.079\t\n",
"OGLE-LMC-RRLYR-04307\t0.686\t0.051\t0.745\t0.019\t1.668\t0.042\t6390\t100\t0.145\t0.087\t0.676\t0.098\t0.539\t0.028\t-0.699\t0.078\t\n",
"OGLE-LMC-RRLYR-04310\t0.622\t0.057\t0.706\t0.021\t1.685\t0.043\t6740\t100\t0.138\t0.088\t0.61\t0.10\t0.465\t0.029\t-0.585\t0.081\t\n",
"OGLE-LMC-RRLYR-04315\t0.699\t0.050\t0.747\t0.019\t1.680\t0.042\t6430\t100\t0.134\t0.087\t0.662\t0.098\t0.533\t0.028\t-0.697\t0.077\t\n",
"OGLE-LMC-RRLYR-04316\t0.674\t0.051\t0.730\t0.019\t1.671\t0.042\t6520\t100\t0.161\t0.087\t0.668\t0.099\t0.514\t0.028\t-0.640\t0.078\t\n",
"OGLE-LMC-RRLYR-04321\t0.648\t0.051\t0.730\t0.019\t1.693\t0.042\t6610\t100\t0.110\t0.087\t0.614\t0.098\t0.496\t0.028\t-0.659\t0.077\t\n",
"OGLE-LMC-RRLYR-04323\t0.580\t0.050\t0.709\t0.019\t1.691\t0.042\t6760\t100\t0.110\t0.087\t0.582\t0.099\t0.460\t0.028\t-0.603\t0.077\t\n",
"OGLE-LMC-RRLYR-04324\t0.659\t0.050\t0.763\t0.019\t1.694\t0.042\t6370\t100\t0.063\t0.087\t0.596\t0.099\t0.539\t0.028\t-0.781\t0.078\t\n",
"OGLE-LMC-RRLYR-04326\t0.637\t0.051\t0.716\t0.019\t1.654\t0.042\t6560\t100\t0.195\t0.088\t0.68\t0.10\t0.502\t0.028\t-0.590\t0.078\t\n",
"OGLE-LMC-RRLYR-04328\t0.703\t0.050\t0.768\t0.019\t1.690\t0.042\t6319\t99\t0.073\t0.087\t0.620\t0.099\t0.559\t0.028\t-0.796\t0.077\t\n",
"OGLE-LMC-RRLYR-04329\t0.591\t0.051\t0.692\t0.019\t1.625\t0.042\t6610\t100\t0.242\t0.088\t0.73\t0.10\t0.490\t0.028\t-0.529\t0.078\t\n",
"OGLE-LMC-RRLYR-04332\t0.592\t0.051\t0.711\t0.019\t1.705\t0.042\t6800\t100\t0.082\t0.087\t0.545\t0.099\t0.455\t0.028\t-0.625\t0.079\t\n",
"OGLE-LMC-RRLYR-04333\t0.677\t0.050\t0.755\t0.019\t1.652\t0.042\t6290\t99\t0.158\t0.087\t0.717\t0.099\t0.568\t0.028\t-0.726\t0.077\t\n",
"OGLE-LMC-RRLYR-04336\t0.677\t0.050\t0.755\t0.019\t1.670\t0.042\t6350\t100\t0.115\t0.088\t0.65\t0.10\t0.543\t0.028\t-0.730\t0.077\t\n",
"OGLE-LMC-RRLYR-04339\t0.689\t0.052\t0.736\t0.019\t1.694\t0.042\t6550\t100\t0.104\t0.088\t0.614\t0.099\t0.508\t0.028\t-0.680\t0.079\t\n",
"OGLE-LMC-RRLYR-04349\t0.669\t0.050\t0.765\t0.019\t1.746\t0.042\t6550\t100\t-0.050\t0.087\t0.468\t0.098\t0.513\t0.028\t-0.847\t0.077\t\n",
"OGLE-LMC-RRLYR-04350\t0.631\t0.050\t0.742\t0.019\t1.710\t0.042\t6580\t100\t0.030\t0.087\t0.541\t0.099\t0.505\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-04352\t0.609\t0.050\t0.737\t0.019\t1.637\t0.042\t6370\t100\t0.175\t0.088\t0.71\t0.10\t0.545\t0.028\t-0.679\t0.077\t\n",
"OGLE-LMC-RRLYR-04355\t0.648\t0.055\t0.724\t0.021\t1.646\t0.042\t6470\t110\t0.200\t0.088\t0.724\t0.099\t0.524\t0.029\t-0.618\t0.082\t\n",
"OGLE-LMC-RRLYR-04356\t0.712\t0.057\t0.782\t0.021\t1.769\t0.043\t6500\t110\t-0.088\t0.089\t0.43\t0.10\t0.519\t0.029\t-0.895\t0.084\t\n",
"OGLE-LMC-RRLYR-04362\t0.622\t0.053\t0.713\t0.020\t1.683\t0.042\t6700\t100\t0.122\t0.088\t0.610\t0.099\t0.479\t0.028\t-0.619\t0.079\t\n",
"OGLE-LMC-RRLYR-04365\t0.706\t0.052\t0.753\t0.020\t1.682\t0.042\t6390\t100\t0.102\t0.087\t0.638\t0.099\t0.545\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-04373\t0.625\t0.050\t0.728\t0.019\t1.700\t0.042\t6640\t100\t0.076\t0.087\t0.570\t0.098\t0.489\t0.028\t-0.682\t0.078\t\n",
"OGLE-LMC-RRLYR-04377\t0.760\t0.051\t0.753\t0.019\t1.709\t0.042\t6490\t100\t0.082\t0.087\t0.616\t0.099\t0.526\t0.028\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-04380\t0.636\t0.051\t0.724\t0.019\t1.676\t0.042\t6590\t100\t0.129\t0.087\t0.636\t0.099\t0.503\t0.028\t-0.653\t0.078\t\n",
"OGLE-LMC-RRLYR-04381\t0.607\t0.050\t0.774\t0.019\t1.799\t0.042\t6670\t100\t-0.175\t0.087\t0.313\t0.098\t0.484\t0.028\t-0.926\t0.078\t\n",
"OGLE-LMC-RRLYR-04383\t0.556\t0.049\t0.738\t0.019\t1.728\t0.041\t6690\t100\t-0.006\t0.087\t0.486\t0.098\t0.479\t0.028\t-0.753\t0.077\t\n",
"OGLE-LMC-RRLYR-04384\t0.715\t0.050\t0.786\t0.019\t1.742\t0.042\t6360\t100\t-0.056\t0.087\t0.484\t0.098\t0.548\t0.028\t-0.910\t0.078\t\n",
"OGLE-LMC-RRLYR-04385\t0.611\t0.055\t0.708\t0.021\t1.666\t0.044\t6680\t100\t0.192\t0.090\t0.67\t0.10\t0.477\t0.029\t-0.551\t0.082\t\n",
"OGLE-LMC-RRLYR-04388\t0.689\t0.052\t0.735\t0.019\t1.702\t0.042\t6600\t100\t0.076\t0.087\t0.587\t0.099\t0.501\t0.028\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-04390\t0.583\t0.051\t0.688\t0.020\t1.655\t0.042\t6760\t100\t0.206\t0.088\t0.66\t0.10\t0.454\t0.028\t-0.507\t0.079\t\n",
"OGLE-LMC-RRLYR-04391\t0.599\t0.051\t0.722\t0.019\t1.724\t0.042\t6790\t100\t0.037\t0.087\t0.500\t0.099\t0.457\t0.028\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-04397\t0.651\t0.058\t0.685\t0.022\t1.578\t0.045\t6490\t110\t0.368\t0.091\t0.87\t0.10\t0.522\t0.030\t-0.443\t0.085\t\n",
"OGLE-LMC-RRLYR-04402\t0.714\t0.051\t0.772\t0.019\t1.729\t0.042\t6410\t100\t-0.017\t0.087\t0.510\t0.099\t0.538\t0.028\t-0.857\t0.078\t\n",
"OGLE-LMC-RRLYR-04404\t0.750\t0.052\t0.761\t0.020\t1.729\t0.042\t6500\t100\t0.032\t0.087\t0.550\t0.099\t0.521\t0.028\t-0.783\t0.079\t\n",
"OGLE-LMC-RRLYR-04408\t0.745\t0.050\t0.770\t0.019\t1.730\t0.042\t6430\t100\t0.006\t0.087\t0.550\t0.098\t0.537\t0.028\t-0.828\t0.077\t\n",
"OGLE-LMC-RRLYR-04411\t0.719\t0.051\t0.775\t0.020\t1.690\t0.042\t6280\t100\t0.072\t0.088\t0.62\t0.10\t0.566\t0.028\t-0.806\t0.079\t\n",
"OGLE-LMC-RRLYR-04421\t0.671\t0.052\t0.745\t0.020\t1.700\t0.042\t6510\t100\t0.062\t0.088\t0.582\t0.099\t0.519\t0.028\t-0.746\t0.080\t\n",
"OGLE-LMC-RRLYR-04437\t0.622\t0.050\t0.736\t0.019\t1.712\t0.042\t6620\t100\t0.038\t0.087\t0.537\t0.098\t0.493\t0.028\t-0.726\t0.077\t\n",
"OGLE-LMC-RRLYR-04440\t0.623\t0.050\t0.734\t0.019\t1.724\t0.042\t6690\t100\t0.019\t0.087\t0.505\t0.099\t0.481\t0.028\t-0.729\t0.078\t\n",
"OGLE-LMC-RRLYR-04446\t0.648\t0.051\t0.799\t0.019\t1.820\t0.042\t6560\t100\t-0.233\t0.087\t0.284\t0.099\t0.511\t0.028\t-1.020\t0.079\t\n",
"OGLE-LMC-RRLYR-04449\t0.679\t0.050\t0.756\t0.019\t1.665\t0.042\t6310\t100\t0.135\t0.087\t0.682\t0.099\t0.559\t0.028\t-0.740\t0.078\t\n",
"OGLE-LMC-RRLYR-04457\t0.726\t0.050\t0.768\t0.019\t1.693\t0.042\t6310\t100\t0.059\t0.087\t0.612\t0.099\t0.562\t0.028\t-0.814\t0.077\t\n",
"OGLE-LMC-RRLYR-04461\t0.613\t0.054\t0.757\t0.020\t1.757\t0.043\t6650\t110\t-0.081\t0.089\t0.42\t0.10\t0.492\t0.030\t-0.844\t0.083\t\n",
"OGLE-LMC-RRLYR-04466\t0.774\t0.050\t0.806\t0.019\t1.739\t0.042\t6204\t99\t-0.054\t0.087\t0.517\t0.099\t0.579\t0.028\t-0.966\t0.077\t\n",
"OGLE-LMC-RRLYR-04468\t0.671\t0.051\t0.755\t0.019\t1.713\t0.042\t6490\t100\t0.036\t0.087\t0.553\t0.099\t0.522\t0.028\t-0.776\t0.079\t\n",
"OGLE-LMC-RRLYR-04470\t0.694\t0.051\t0.779\t0.020\t1.742\t0.042\t6410\t100\t-0.059\t0.088\t0.470\t0.099\t0.538\t0.028\t-0.896\t0.079\t\n",
"OGLE-LMC-RRLYR-04472\t0.580\t0.050\t0.804\t0.019\t1.771\t0.042\t6340\t100\t-0.171\t0.087\t0.376\t0.099\t0.552\t0.028\t-1.027\t0.078\t\n",
"OGLE-LMC-RRLYR-04473\t0.728\t0.050\t0.807\t0.019\t1.781\t0.042\t6350\t100\t-0.132\t0.087\t0.405\t0.099\t0.545\t0.028\t-0.983\t0.078\t\n",
"OGLE-LMC-RRLYR-04474\t0.574\t0.050\t0.694\t0.019\t1.683\t0.042\t6830\t100\t0.142\t0.087\t0.591\t0.098\t0.442\t0.028\t-0.548\t0.077\t\n",
"OGLE-LMC-RRLYR-04476\t0.636\t0.051\t0.722\t0.019\t1.651\t0.042\t6500\t100\t0.167\t0.087\t0.694\t0.099\t0.522\t0.028\t-0.645\t0.078\t\n",
"OGLE-LMC-RRLYR-04477\t0.747\t0.050\t0.758\t0.019\t1.664\t0.042\t6320\t100\t0.137\t0.088\t0.69\t0.10\t0.557\t0.028\t-0.732\t0.078\t\n",
"OGLE-LMC-RRLYR-04478\t0.656\t0.051\t0.739\t0.019\t1.724\t0.042\t6660\t100\t0.028\t0.087\t0.522\t0.098\t0.487\t0.028\t-0.726\t0.078\t\n",
"OGLE-LMC-RRLYR-04484\t0.693\t0.050\t0.766\t0.019\t1.666\t0.042\t6260\t99\t0.117\t0.087\t0.678\t0.099\t0.571\t0.028\t-0.774\t0.077\t\n",
"OGLE-LMC-RRLYR-04489\t0.671\t0.051\t0.725\t0.019\t1.691\t0.042\t6630\t100\t0.106\t0.087\t0.611\t0.098\t0.494\t0.028\t-0.661\t0.077\t\n",
"OGLE-LMC-RRLYR-04493\t0.687\t0.051\t0.742\t0.019\t1.677\t0.042\t6450\t100\t0.123\t0.088\t0.63\t0.10\t0.529\t0.028\t-0.700\t0.078\t\n",
"OGLE-LMC-RRLYR-04494\t0.671\t0.051\t0.775\t0.019\t1.803\t0.042\t6680\t100\t-0.164\t0.087\t0.319\t0.099\t0.482\t0.028\t-0.908\t0.078\t\n",
"OGLE-LMC-RRLYR-04495\t0.666\t0.050\t0.731\t0.019\t1.727\t0.042\t6720\t100\t0.057\t0.087\t0.530\t0.098\t0.468\t0.028\t-0.673\t0.077\t\n",
"OGLE-LMC-RRLYR-04501\t0.717\t0.051\t0.778\t0.020\t1.695\t0.043\t6280\t100\t0.063\t0.088\t0.62\t0.10\t0.568\t0.028\t-0.814\t0.079\t\n",
"OGLE-LMC-RRLYR-04503\t0.680\t0.051\t0.745\t0.020\t1.654\t0.042\t6340\t100\t0.163\t0.088\t0.70\t0.10\t0.552\t0.028\t-0.696\t0.079\t\n",
"OGLE-LMC-RRLYR-04504\t0.585\t0.051\t0.718\t0.019\t1.689\t0.042\t6690\t100\t0.102\t0.087\t0.594\t0.098\t0.481\t0.028\t-0.642\t0.078\t\n",
"OGLE-LMC-RRLYR-04505\t0.602\t0.050\t0.733\t0.019\t1.733\t0.042\t6750\t100\t0.004\t0.087\t0.481\t0.098\t0.469\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-04511\t0.607\t0.053\t0.703\t0.019\t1.688\t0.042\t6790\t100\t0.130\t0.088\t0.597\t0.099\t0.458\t0.028\t-0.579\t0.079\t\n",
"OGLE-LMC-RRLYR-04518\t0.691\t0.052\t0.729\t0.020\t1.740\t0.042\t6780\t100\t0.014\t0.087\t0.475\t0.098\t0.457\t0.028\t-0.694\t0.079\t\n",
"OGLE-LMC-RRLYR-04523\t0.724\t0.051\t0.774\t0.019\t1.726\t0.042\t6390\t100\t0.007\t0.087\t0.537\t0.099\t0.540\t0.028\t-0.836\t0.078\t\n",
"OGLE-LMC-RRLYR-04524\t0.555\t0.053\t0.678\t0.020\t1.675\t0.042\t6930\t100\t0.179\t0.088\t0.619\t0.099\t0.425\t0.028\t-0.478\t0.080\t\n",
"OGLE-LMC-RRLYR-04530\t0.619\t0.051\t0.715\t0.019\t1.683\t0.042\t6680\t100\t0.141\t0.087\t0.626\t0.098\t0.478\t0.028\t-0.599\t0.078\t\n",
"OGLE-LMC-RRLYR-04533\t0.602\t0.053\t0.701\t0.020\t1.669\t0.042\t6730\t100\t0.155\t0.088\t0.638\t0.099\t0.470\t0.028\t-0.575\t0.079\t\n",
"OGLE-LMC-RRLYR-04536\t0.759\t0.051\t0.772\t0.019\t1.721\t0.042\t6380\t100\t0.050\t0.087\t0.580\t0.099\t0.542\t0.028\t-0.801\t0.078\t\n",
"OGLE-LMC-RRLYR-04537\t0.687\t0.051\t0.793\t0.019\t1.758\t0.042\t6370\t100\t-0.101\t0.087\t0.439\t0.098\t0.544\t0.028\t-0.946\t0.078\t\n",
"OGLE-LMC-RRLYR-04539\t0.617\t0.061\t0.728\t0.022\t1.704\t0.043\t6660\t110\t0.088\t0.090\t0.576\t0.099\t0.482\t0.030\t-0.656\t0.086\t\n",
"OGLE-LMC-RRLYR-04548\t0.604\t0.051\t0.704\t0.019\t1.638\t0.042\t6610\t100\t0.212\t0.087\t0.722\t0.098\t0.499\t0.028\t-0.561\t0.077\t\n",
"OGLE-LMC-RRLYR-04558\t0.611\t0.052\t0.721\t0.019\t1.657\t0.042\t6540\t100\t0.168\t0.087\t0.674\t0.099\t0.510\t0.028\t-0.626\t0.078\t\n",
"OGLE-LMC-RRLYR-04565\t0.696\t0.051\t0.736\t0.019\t1.691\t0.042\t6540\t100\t0.118\t0.087\t0.632\t0.099\t0.512\t0.028\t-0.680\t0.078\t\n",
"OGLE-LMC-RRLYR-04566\t0.723\t0.050\t0.806\t0.019\t1.739\t0.042\t6240\t100\t-0.077\t0.088\t0.49\t0.10\t0.573\t0.029\t-0.972\t0.077\t\n",
"OGLE-LMC-RRLYR-04569\t0.627\t0.051\t0.718\t0.019\t1.657\t0.042\t6570\t100\t0.168\t0.087\t0.679\t0.099\t0.507\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-04571\t0.593\t0.052\t0.706\t0.019\t1.651\t0.042\t6620\t100\t0.180\t0.087\t0.671\t0.099\t0.492\t0.028\t-0.582\t0.078\t\n",
"OGLE-LMC-RRLYR-04572\t0.620\t0.052\t0.706\t0.019\t1.681\t0.042\t6750\t100\t0.142\t0.088\t0.614\t0.099\t0.466\t0.028\t-0.582\t0.079\t\n",
"OGLE-LMC-RRLYR-04573\t0.643\t0.051\t0.724\t0.019\t1.650\t0.043\t6510\t100\t0.192\t0.090\t0.69\t0.10\t0.504\t0.029\t-0.594\t0.078\t\n",
"OGLE-LMC-RRLYR-04577\t0.589\t0.052\t0.719\t0.020\t1.603\t0.044\t6370\t100\t0.268\t0.091\t0.80\t0.10\t0.546\t0.029\t-0.593\t0.079\t\n",
"OGLE-LMC-RRLYR-04578\t0.555\t0.056\t0.687\t0.021\t1.595\t0.044\t6550\t100\t0.293\t0.089\t0.80\t0.10\t0.509\t0.029\t-0.499\t0.081\t\n",
"OGLE-LMC-RRLYR-04579\t0.571\t0.051\t0.698\t0.019\t1.692\t0.042\t6840\t100\t0.120\t0.087\t0.573\t0.099\t0.445\t0.028\t-0.569\t0.078\t\n",
"OGLE-LMC-RRLYR-04581\t0.655\t0.054\t0.707\t0.020\t1.679\t0.042\t6730\t100\t0.155\t0.088\t0.638\t0.099\t0.474\t0.028\t-0.580\t0.079\t\n",
"OGLE-LMC-RRLYR-04584\t0.658\t0.051\t0.733\t0.019\t1.683\t0.042\t6560\t100\t0.109\t0.087\t0.625\t0.098\t0.509\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-04589\t0.666\t0.051\t0.735\t0.019\t1.701\t0.042\t6590\t100\t0.087\t0.087\t0.587\t0.099\t0.499\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-04591\t0.653\t0.051\t0.759\t0.019\t1.764\t0.042\t6640\t100\t-0.073\t0.087\t0.414\t0.099\t0.487\t0.028\t-0.833\t0.078\t\n",
"OGLE-LMC-RRLYR-04594\t0.752\t0.055\t0.762\t0.020\t1.725\t0.042\t6480\t100\t0.028\t0.087\t0.558\t0.099\t0.528\t0.029\t-0.794\t0.080\t\n",
"OGLE-LMC-RRLYR-04596\t0.727\t0.050\t0.752\t0.019\t1.670\t0.042\t6360\t100\t0.148\t0.088\t0.683\t0.099\t0.542\t0.028\t-0.699\t0.077\t\n",
"OGLE-LMC-RRLYR-04599\t0.679\t0.052\t0.745\t0.020\t1.683\t0.042\t6440\t100\t0.100\t0.087\t0.630\t0.099\t0.533\t0.028\t-0.732\t0.078\t\n",
"OGLE-LMC-RRLYR-04600\t0.540\t0.051\t0.694\t0.019\t1.678\t0.042\t6810\t100\t0.133\t0.088\t0.58\t0.10\t0.438\t0.028\t-0.557\t0.078\t\n",
"OGLE-LMC-RRLYR-04602\t0.672\t0.057\t0.736\t0.020\t1.713\t0.044\t6630\t100\t0.065\t0.090\t0.55\t0.10\t0.490\t0.029\t-0.699\t0.081\t\n",
"OGLE-LMC-RRLYR-04604\t0.703\t0.051\t0.735\t0.019\t1.693\t0.042\t6570\t100\t0.110\t0.087\t0.623\t0.099\t0.508\t0.028\t-0.682\t0.077\t\n",
"OGLE-LMC-RRLYR-04610\t0.772\t0.051\t0.782\t0.019\t1.732\t0.042\t6360\t100\t0.003\t0.087\t0.542\t0.099\t0.550\t0.028\t-0.856\t0.078\t\n",
"OGLE-LMC-RRLYR-04611\t0.590\t0.051\t0.712\t0.019\t1.681\t0.042\t6710\t100\t0.115\t0.087\t0.598\t0.099\t0.477\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-04613\t0.674\t0.051\t0.750\t0.019\t1.694\t0.042\t6440\t100\t0.067\t0.087\t0.600\t0.099\t0.533\t0.028\t-0.763\t0.078\t\n",
"OGLE-LMC-RRLYR-04616\t0.715\t0.050\t0.757\t0.019\t1.695\t0.042\t6410\t100\t0.085\t0.087\t0.616\t0.098\t0.539\t0.028\t-0.757\t0.077\t\n",
"OGLE-LMC-RRLYR-04619\t0.637\t0.050\t0.750\t0.019\t1.747\t0.042\t6660\t100\t-0.035\t0.087\t0.455\t0.098\t0.486\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-04623\t0.652\t0.051\t0.729\t0.019\t1.693\t0.042\t6620\t100\t0.092\t0.087\t0.598\t0.099\t0.497\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-04627\t0.636\t0.051\t0.729\t0.019\t1.715\t0.042\t6700\t100\t0.081\t0.087\t0.563\t0.099\t0.471\t0.028\t-0.650\t0.078\t\n",
"OGLE-LMC-RRLYR-04628\t0.597\t0.055\t0.689\t0.020\t1.646\t0.042\t6740\t100\t0.208\t0.088\t0.692\t0.099\t0.470\t0.028\t-0.522\t0.081\t\n",
"OGLE-LMC-RRLYR-04631\t0.646\t0.053\t0.739\t0.020\t1.675\t0.042\t6470\t100\t0.114\t0.088\t0.636\t0.099\t0.526\t0.028\t-0.704\t0.079\t\n",
"OGLE-LMC-RRLYR-04633\t0.678\t0.052\t0.739\t0.020\t1.685\t0.042\t6510\t100\t0.107\t0.088\t0.631\t0.099\t0.520\t0.028\t-0.704\t0.079\t\n",
"OGLE-LMC-RRLYR-04638\t0.673\t0.051\t0.778\t0.019\t1.751\t0.042\t6460\t100\t-0.062\t0.087\t0.468\t0.098\t0.526\t0.028\t-0.881\t0.078\t\n",
"OGLE-LMC-RRLYR-04646\t0.756\t0.053\t0.777\t0.020\t1.707\t0.043\t6300\t100\t0.047\t0.088\t0.60\t0.10\t0.563\t0.029\t-0.832\t0.080\t\n",
"OGLE-LMC-RRLYR-04654\t0.654\t0.051\t0.726\t0.019\t1.664\t0.042\t6520\t100\t0.163\t0.087\t0.671\t0.099\t0.515\t0.028\t-0.637\t0.078\t\n",
"OGLE-LMC-RRLYR-04655\t0.743\t0.051\t0.773\t0.019\t1.727\t0.042\t6410\t100\t0.023\t0.087\t0.559\t0.099\t0.539\t0.028\t-0.818\t0.078\t\n",
"OGLE-LMC-RRLYR-04659\t0.651\t0.050\t0.735\t0.019\t1.694\t0.042\t6580\t100\t0.075\t0.087\t0.589\t0.098\t0.506\t0.028\t-0.710\t0.077\t\n",
"OGLE-LMC-RRLYR-04662\t0.642\t0.052\t0.720\t0.019\t1.685\t0.042\t6650\t100\t0.121\t0.087\t0.622\t0.099\t0.486\t0.028\t-0.633\t0.078\t\n",
"OGLE-LMC-RRLYR-04663\t0.680\t0.051\t0.733\t0.019\t1.676\t0.042\t6500\t100\t0.135\t0.087\t0.647\t0.099\t0.519\t0.028\t-0.671\t0.078\t\n",
"OGLE-LMC-RRLYR-04666\t0.678\t0.050\t0.788\t0.019\t1.714\t0.042\t6284\t99\t-0.002\t0.087\t0.561\t0.099\t0.569\t0.028\t-0.886\t0.077\t\n",
"OGLE-LMC-RRLYR-04667\t0.711\t0.049\t0.767\t0.019\t1.685\t0.042\t6301\t99\t0.087\t0.087\t0.638\t0.099\t0.559\t0.028\t-0.788\t0.077\t\n",
"OGLE-LMC-RRLYR-04668\t0.668\t0.050\t0.741\t0.019\t1.668\t0.042\t6430\t100\t0.156\t0.087\t0.673\t0.099\t0.529\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-04671\t0.657\t0.050\t0.774\t0.019\t1.753\t0.042\t6497\t99\t-0.072\t0.087\t0.471\t0.098\t0.525\t0.028\t-0.890\t0.077\t\n",
"OGLE-LMC-RRLYR-04673\t0.586\t0.050\t0.763\t0.019\t1.710\t0.043\t6440\t100\t0.002\t0.089\t0.51\t0.10\t0.518\t0.029\t-0.804\t0.078\t\n",
"OGLE-LMC-RRLYR-04678\t0.660\t0.051\t0.731\t0.019\t1.670\t0.042\t6500\t100\t0.139\t0.087\t0.648\t0.099\t0.518\t0.028\t-0.667\t0.078\t\n",
"OGLE-LMC-RRLYR-04682\t0.683\t0.051\t0.760\t0.019\t1.683\t0.042\t6350\t100\t0.093\t0.088\t0.630\t0.099\t0.550\t0.028\t-0.763\t0.079\t\n",
"OGLE-LMC-RRLYR-04683\t0.612\t0.050\t0.722\t0.019\t1.687\t0.042\t6640\t100\t0.098\t0.087\t0.594\t0.099\t0.490\t0.028\t-0.662\t0.078\t\n",
"OGLE-LMC-RRLYR-04684\t0.641\t0.050\t0.744\t0.019\t1.643\t0.043\t6359\t99\t0.169\t0.089\t0.71\t0.10\t0.548\t0.028\t-0.682\t0.077\t\n",
"OGLE-LMC-RRLYR-04685\t0.623\t0.051\t0.734\t0.019\t1.715\t0.042\t6670\t100\t0.039\t0.087\t0.537\t0.098\t0.486\t0.028\t-0.713\t0.079\t\n",
"OGLE-LMC-RRLYR-04687\t0.652\t0.051\t0.734\t0.019\t1.666\t0.042\t6470\t100\t0.141\t0.087\t0.670\t0.099\t0.529\t0.028\t-0.682\t0.077\t\n",
"OGLE-LMC-RRLYR-04689\t0.577\t0.051\t0.696\t0.019\t1.652\t0.042\t6710\t100\t0.185\t0.087\t0.666\t0.099\t0.475\t0.028\t-0.551\t0.078\t\n",
"OGLE-LMC-RRLYR-04691\t0.684\t0.051\t0.747\t0.019\t1.675\t0.042\t6410\t100\t0.141\t0.087\t0.665\t0.099\t0.536\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-04692\t0.631\t0.052\t0.751\t0.020\t1.720\t0.042\t6540\t100\t0.002\t0.088\t0.51\t0.10\t0.512\t0.028\t-0.793\t0.079\t\n",
"OGLE-LMC-RRLYR-04695\t0.514\t0.050\t0.661\t0.019\t1.629\t0.042\t6850\t100\t0.240\t0.087\t0.685\t0.099\t0.429\t0.028\t-0.442\t0.077\t\n",
"OGLE-LMC-RRLYR-04698\t0.596\t0.050\t0.740\t0.019\t1.680\t0.043\t6520\t100\t0.086\t0.089\t0.59\t0.10\t0.501\t0.029\t-0.689\t0.078\t\n",
"OGLE-LMC-RRLYR-04701\t0.609\t0.051\t0.715\t0.019\t1.676\t0.042\t6660\t100\t0.137\t0.087\t0.631\t0.098\t0.485\t0.028\t-0.613\t0.077\t\n",
"OGLE-LMC-RRLYR-04705\t0.564\t0.050\t0.679\t0.019\t1.632\t0.042\t6760\t100\t0.260\t0.088\t0.726\t0.099\t0.456\t0.028\t-0.454\t0.078\t\n",
"OGLE-LMC-RRLYR-04706\t0.771\t0.050\t0.771\t0.019\t1.672\t0.042\t6220\t100\t0.102\t0.087\t0.676\t0.099\t0.586\t0.028\t-0.806\t0.077\t\n",
"OGLE-LMC-RRLYR-04718\t0.745\t0.053\t0.779\t0.021\t1.725\t0.044\t6350\t100\t0.008\t0.090\t0.54\t0.10\t0.550\t0.029\t-0.846\t0.082\t\n",
"OGLE-LMC-RRLYR-04719\t0.628\t0.052\t0.717\t0.019\t1.646\t0.042\t6510\t100\t0.194\t0.087\t0.702\t0.099\t0.515\t0.028\t-0.607\t0.078\t\n",
"OGLE-LMC-RRLYR-04721\t0.532\t0.050\t0.708\t0.019\t1.693\t0.042\t6780\t100\t0.090\t0.087\t0.560\t0.098\t0.457\t0.028\t-0.617\t0.078\t\n",
"OGLE-LMC-RRLYR-04722\t0.648\t0.051\t0.729\t0.019\t1.699\t0.042\t6630\t100\t0.083\t0.087\t0.585\t0.099\t0.492\t0.028\t-0.682\t0.078\t\n",
"OGLE-LMC-RRLYR-04723\t0.676\t0.051\t0.750\t0.019\t1.693\t0.042\t6450\t100\t0.081\t0.087\t0.601\t0.099\t0.529\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-04727\t0.652\t0.050\t0.755\t0.019\t1.759\t0.042\t6660\t100\t-0.064\t0.087\t0.432\t0.098\t0.487\t0.028\t-0.824\t0.078\t\n",
"OGLE-LMC-RRLYR-04729\t0.613\t0.051\t0.704\t0.019\t1.631\t0.042\t6560\t100\t0.255\t0.088\t0.757\t0.099\t0.504\t0.028\t-0.532\t0.078\t\n",
"OGLE-LMC-RRLYR-04735\t0.656\t0.051\t0.745\t0.020\t1.672\t0.043\t6400\t100\t0.112\t0.088\t0.63\t0.10\t0.537\t0.028\t-0.725\t0.078\t\n",
"OGLE-LMC-RRLYR-04737\t0.659\t0.050\t0.728\t0.019\t1.675\t0.042\t6560\t100\t0.121\t0.087\t0.641\t0.098\t0.512\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-04738\t0.698\t0.054\t0.782\t0.021\t1.719\t0.044\t6300\t100\t-0.003\t0.091\t0.54\t0.10\t0.559\t0.029\t-0.882\t0.083\t\n",
"OGLE-LMC-RRLYR-04739\t0.639\t0.051\t0.738\t0.019\t1.685\t0.042\t6510\t100\t0.085\t0.088\t0.604\t0.099\t0.520\t0.028\t-0.721\t0.079\t\n",
"OGLE-LMC-RRLYR-04740\t0.632\t0.051\t0.741\t0.020\t1.696\t0.042\t6530\t100\t0.075\t0.087\t0.584\t0.098\t0.511\t0.028\t-0.719\t0.079\t\n",
"OGLE-LMC-RRLYR-04742\t0.551\t0.054\t0.721\t0.020\t1.703\t0.043\t6720\t100\t0.054\t0.090\t0.54\t0.10\t0.477\t0.029\t-0.682\t0.082\t\n",
"OGLE-LMC-RRLYR-04743\t0.689\t0.059\t0.731\t0.021\t1.667\t0.044\t6500\t100\t0.171\t0.090\t0.69\t0.10\t0.522\t0.029\t-0.641\t0.083\t\n",
"OGLE-LMC-RRLYR-04748\t0.617\t0.051\t0.730\t0.019\t1.664\t0.042\t6500\t100\t0.144\t0.087\t0.660\t0.098\t0.519\t0.028\t-0.664\t0.078\t\n",
"OGLE-LMC-RRLYR-04749\t0.617\t0.051\t0.728\t0.019\t1.653\t0.042\t6470\t100\t0.174\t0.087\t0.691\t0.098\t0.523\t0.028\t-0.643\t0.078\t\n",
"OGLE-LMC-RRLYR-04752\t0.643\t0.050\t0.734\t0.019\t1.656\t0.042\t6450\t100\t0.129\t0.087\t0.671\t0.099\t0.531\t0.028\t-0.682\t0.077\t\n",
"OGLE-LMC-RRLYR-04753\t0.619\t0.055\t0.690\t0.020\t1.674\t0.042\t6830\t100\t0.182\t0.088\t0.640\t0.099\t0.448\t0.028\t-0.512\t0.081\t\n",
"OGLE-LMC-RRLYR-04757\t0.619\t0.051\t0.774\t0.019\t1.787\t0.042\t6630\t100\t-0.154\t0.087\t0.348\t0.099\t0.497\t0.028\t-0.925\t0.078\t\n",
"OGLE-LMC-RRLYR-04758\t0.642\t0.054\t0.719\t0.020\t1.692\t0.043\t6690\t100\t0.119\t0.089\t0.60\t0.10\t0.477\t0.029\t-0.623\t0.081\t\n",
"OGLE-LMC-RRLYR-04760\t0.617\t0.054\t0.724\t0.020\t1.707\t0.043\t6710\t100\t0.066\t0.088\t0.549\t0.099\t0.477\t0.029\t-0.674\t0.081\t\n",
"OGLE-LMC-RRLYR-04762\t0.686\t0.052\t0.727\t0.019\t1.712\t0.042\t6690\t100\t0.069\t0.088\t0.565\t0.099\t0.481\t0.028\t-0.679\t0.079\t\n",
"OGLE-LMC-RRLYR-04764\t0.627\t0.051\t0.726\t0.019\t1.675\t0.042\t6560\t100\t0.140\t0.087\t0.638\t0.099\t0.502\t0.028\t-0.641\t0.079\t\n",
"OGLE-LMC-RRLYR-04766\t0.674\t0.050\t0.754\t0.019\t1.658\t0.042\t6320\t100\t0.129\t0.088\t0.68\t0.10\t0.557\t0.028\t-0.735\t0.077\t\n",
"OGLE-LMC-RRLYR-04767\t0.692\t0.051\t0.736\t0.019\t1.702\t0.042\t6580\t100\t0.096\t0.087\t0.594\t0.098\t0.500\t0.028\t-0.684\t0.078\t\n",
"OGLE-LMC-RRLYR-04770\t0.592\t0.052\t0.696\t0.019\t1.623\t0.042\t6580\t100\t0.246\t0.088\t0.74\t0.10\t0.502\t0.028\t-0.533\t0.079\t\n",
"OGLE-LMC-RRLYR-04776\t0.585\t0.052\t0.716\t0.020\t1.643\t0.042\t6520\t100\t0.195\t0.087\t0.701\t0.099\t0.511\t0.028\t-0.601\t0.078\t\n",
"OGLE-LMC-RRLYR-04780\t0.659\t0.051\t0.733\t0.019\t1.653\t0.042\t6440\t100\t0.173\t0.088\t0.70\t0.10\t0.533\t0.028\t-0.649\t0.079\t\n",
"OGLE-LMC-RRLYR-04782\t0.658\t0.050\t0.740\t0.019\t1.707\t0.042\t6580\t100\t0.048\t0.087\t0.558\t0.098\t0.504\t0.028\t-0.736\t0.077\t\n",
"OGLE-LMC-RRLYR-04786\t0.615\t0.050\t0.722\t0.019\t1.685\t0.042\t6640\t100\t0.105\t0.087\t0.603\t0.098\t0.490\t0.028\t-0.655\t0.077\t\n",
"OGLE-LMC-RRLYR-04787\t0.680\t0.051\t0.743\t0.019\t1.692\t0.042\t6500\t100\t0.075\t0.087\t0.602\t0.099\t0.524\t0.028\t-0.740\t0.079\t\n",
"OGLE-LMC-RRLYR-04789\t0.666\t0.050\t0.755\t0.019\t1.675\t0.042\t6350\t100\t0.109\t0.088\t0.645\t0.099\t0.547\t0.028\t-0.748\t0.077\t\n",
"OGLE-LMC-RRLYR-04790\t0.601\t0.052\t0.719\t0.020\t1.671\t0.042\t6610\t100\t0.128\t0.088\t0.637\t0.099\t0.497\t0.029\t-0.646\t0.079\t\n",
"OGLE-LMC-RRLYR-04792\t0.714\t0.053\t0.747\t0.020\t1.670\t0.043\t6380\t100\t0.134\t0.089\t0.68\t0.10\t0.546\t0.029\t-0.706\t0.080\t\n",
"OGLE-LMC-RRLYR-04797\t0.643\t0.052\t0.759\t0.020\t1.695\t0.043\t6390\t100\t0.062\t0.089\t0.59\t0.10\t0.539\t0.029\t-0.781\t0.081\t\n",
"OGLE-LMC-RRLYR-04805\t0.587\t0.052\t0.709\t0.019\t1.680\t0.042\t6710\t100\t0.151\t0.087\t0.628\t0.099\t0.468\t0.028\t-0.574\t0.078\t\n",
"OGLE-LMC-RRLYR-04808\t0.582\t0.051\t0.727\t0.019\t1.694\t0.042\t6640\t100\t0.087\t0.087\t0.583\t0.098\t0.487\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-04816\t0.660\t0.061\t0.757\t0.022\t1.726\t0.043\t6530\t110\t0.003\t0.090\t0.50\t0.10\t0.511\t0.030\t-0.786\t0.086\t\n",
"OGLE-LMC-RRLYR-04820\t0.669\t0.050\t0.752\t0.019\t1.666\t0.042\t6340\t100\t0.134\t0.087\t0.672\t0.099\t0.550\t0.028\t-0.727\t0.077\t\n",
"OGLE-LMC-RRLYR-04831\t0.605\t0.052\t0.723\t0.020\t1.686\t0.042\t6630\t100\t0.102\t0.087\t0.598\t0.098\t0.490\t0.029\t-0.663\t0.080\t\n",
"OGLE-LMC-RRLYR-04833\t0.676\t0.057\t0.754\t0.021\t1.656\t0.044\t6260\t100\t0.101\t0.091\t0.68\t0.10\t0.575\t0.028\t-0.797\t0.082\t\n",
"OGLE-LMC-RRLYR-04834\t0.736\t0.050\t0.813\t0.019\t1.785\t0.042\t6320\t100\t-0.164\t0.087\t0.389\t0.099\t0.556\t0.028\t-1.031\t0.077\t\n",
"OGLE-LMC-RRLYR-04836\t0.641\t0.051\t0.731\t0.019\t1.684\t0.042\t6570\t100\t0.093\t0.087\t0.607\t0.099\t0.507\t0.028\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-04837\t0.682\t0.053\t0.792\t0.020\t1.816\t0.042\t6600\t110\t-0.206\t0.089\t0.303\t0.099\t0.504\t0.029\t-0.988\t0.083\t\n",
"OGLE-LMC-RRLYR-04840\t0.651\t0.052\t0.718\t0.019\t1.670\t0.042\t6620\t100\t0.146\t0.088\t0.646\t0.099\t0.497\t0.028\t-0.625\t0.079\t\n",
"OGLE-LMC-RRLYR-04841\t0.710\t0.050\t0.762\t0.019\t1.677\t0.042\t6300\t100\t0.115\t0.087\t0.660\t0.099\t0.557\t0.028\t-0.757\t0.078\t\n",
"OGLE-LMC-RRLYR-04845\t0.706\t0.051\t0.755\t0.019\t1.704\t0.042\t6460\t100\t0.073\t0.087\t0.593\t0.098\t0.528\t0.028\t-0.752\t0.078\t\n",
"OGLE-LMC-RRLYR-04846\t0.708\t0.051\t0.761\t0.019\t1.740\t0.042\t6550\t100\t-0.002\t0.087\t0.513\t0.098\t0.511\t0.028\t-0.797\t0.078\t\n",
"OGLE-LMC-RRLYR-04849\t0.568\t0.052\t0.683\t0.019\t1.637\t0.042\t6760\t100\t0.229\t0.087\t0.704\t0.099\t0.464\t0.028\t-0.489\t0.078\t\n",
"OGLE-LMC-RRLYR-04850\t0.634\t0.051\t0.727\t0.019\t1.667\t0.042\t6530\t100\t0.138\t0.087\t0.659\t0.099\t0.516\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-04853\t0.682\t0.051\t0.755\t0.019\t1.677\t0.044\t6370\t110\t0.106\t0.090\t0.63\t0.10\t0.539\t0.030\t-0.735\t0.078\t\n",
"OGLE-LMC-RRLYR-04859\t0.668\t0.051\t0.777\t0.019\t1.775\t0.042\t6550\t100\t-0.117\t0.087\t0.399\t0.098\t0.510\t0.028\t-0.910\t0.079\t\n",
"OGLE-LMC-RRLYR-04863\t0.732\t0.051\t0.766\t0.019\t1.712\t0.042\t6380\t100\t0.025\t0.087\t0.573\t0.099\t0.549\t0.028\t-0.830\t0.078\t\n",
"OGLE-LMC-RRLYR-04869\t0.630\t0.052\t0.776\t0.020\t1.705\t0.043\t6330\t100\t0.023\t0.089\t0.57\t0.10\t0.557\t0.029\t-0.842\t0.079\t\n",
"OGLE-LMC-RRLYR-04871\t0.617\t0.052\t0.741\t0.020\t1.621\t0.043\t6280\t100\t0.220\t0.089\t0.78\t0.10\t0.570\t0.028\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-04875\t0.609\t0.050\t0.708\t0.019\t1.680\t0.042\t6730\t100\t0.136\t0.087\t0.617\t0.098\t0.470\t0.028\t-0.591\t0.077\t\n",
"OGLE-LMC-RRLYR-04877\t0.579\t0.053\t0.694\t0.019\t1.622\t0.043\t6620\t100\t0.242\t0.088\t0.75\t0.10\t0.497\t0.029\t-0.528\t0.079\t\n",
"OGLE-LMC-RRLYR-04878\t0.595\t0.051\t0.723\t0.020\t1.608\t0.043\t6350\t100\t0.256\t0.089\t0.79\t0.10\t0.552\t0.028\t-0.615\t0.078\t\n",
"OGLE-LMC-RRLYR-04885\t0.583\t0.051\t0.716\t0.019\t1.635\t0.042\t6490\t100\t0.210\t0.087\t0.724\t0.098\t0.518\t0.028\t-0.598\t0.077\t\n",
"OGLE-LMC-RRLYR-04886\t0.624\t0.051\t0.715\t0.019\t1.642\t0.042\t6520\t100\t0.221\t0.088\t0.734\t0.099\t0.513\t0.028\t-0.578\t0.078\t\n",
"OGLE-LMC-RRLYR-04897\t0.655\t0.052\t0.767\t0.020\t1.735\t0.042\t6480\t100\t-0.038\t0.088\t0.481\t0.099\t0.523\t0.028\t-0.848\t0.079\t\n",
"OGLE-LMC-RRLYR-04902\t0.617\t0.050\t0.731\t0.019\t1.599\t0.042\t6270\t100\t0.254\t0.088\t0.82\t0.10\t0.571\t0.028\t-0.639\t0.077\t\n",
"OGLE-LMC-RRLYR-04903\t0.655\t0.050\t0.751\t0.019\t1.635\t0.042\t6263\t99\t0.184\t0.088\t0.75\t0.10\t0.576\t0.028\t-0.712\t0.077\t\n",
"OGLE-LMC-RRLYR-04909\t0.595\t0.051\t0.744\t0.019\t1.686\t0.042\t6470\t100\t0.065\t0.088\t0.580\t0.099\t0.523\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-04910\t0.623\t0.051\t0.709\t0.019\t1.664\t0.042\t6660\t100\t0.175\t0.088\t0.646\t0.099\t0.474\t0.028\t-0.558\t0.078\t\n",
"OGLE-LMC-RRLYR-04913\t0.682\t0.051\t0.745\t0.019\t1.688\t0.042\t6470\t100\t0.107\t0.087\t0.622\t0.099\t0.524\t0.028\t-0.708\t0.078\t\n",
"OGLE-LMC-RRLYR-04916\t0.652\t0.051\t0.720\t0.019\t1.666\t0.042\t6580\t100\t0.176\t0.087\t0.681\t0.098\t0.503\t0.028\t-0.605\t0.078\t\n",
"OGLE-LMC-RRLYR-04921\t0.734\t0.050\t0.781\t0.019\t1.720\t0.042\t6330\t100\t0.010\t0.087\t0.554\t0.099\t0.553\t0.028\t-0.847\t0.077\t\n",
"OGLE-LMC-RRLYR-04923\t0.639\t0.050\t0.750\t0.019\t1.628\t0.042\t6253\t99\t0.196\t0.087\t0.767\t0.099\t0.580\t0.028\t-0.707\t0.077\t\n",
"OGLE-LMC-RRLYR-04926\t0.688\t0.051\t0.754\t0.019\t1.711\t0.042\t6480\t100\t0.057\t0.087\t0.570\t0.098\t0.520\t0.028\t-0.755\t0.079\t\n",
"OGLE-LMC-RRLYR-04927\t0.687\t0.050\t0.760\t0.019\t1.675\t0.042\t6340\t100\t0.104\t0.088\t0.649\t0.099\t0.547\t0.028\t-0.748\t0.077\t\n",
"OGLE-LMC-RRLYR-04929\t0.721\t0.051\t0.771\t0.019\t1.706\t0.042\t6370\t100\t0.050\t0.087\t0.593\t0.099\t0.549\t0.028\t-0.799\t0.078\t\n",
"OGLE-LMC-RRLYR-04933\t0.575\t0.052\t0.689\t0.019\t1.672\t0.042\t6820\t100\t0.167\t0.088\t0.633\t0.099\t0.448\t0.028\t-0.530\t0.079\t\n",
"OGLE-LMC-RRLYR-04936\t0.683\t0.057\t0.751\t0.021\t1.754\t0.043\t6680\t100\t-0.034\t0.090\t0.45\t0.10\t0.484\t0.029\t-0.782\t0.084\t\n",
"OGLE-LMC-RRLYR-04939\t0.692\t0.051\t0.788\t0.019\t1.760\t0.042\t6410\t100\t-0.096\t0.088\t0.433\t0.099\t0.536\t0.028\t-0.927\t0.079\t\n",
"OGLE-LMC-RRLYR-04940\t0.642\t0.050\t0.779\t0.019\t1.720\t0.043\t6350\t100\t-0.020\t0.089\t0.52\t0.10\t0.543\t0.029\t-0.870\t0.077\t\n",
"OGLE-LMC-RRLYR-04942\t0.660\t0.052\t0.751\t0.020\t1.648\t0.043\t6300\t100\t0.166\t0.089\t0.72\t0.10\t0.563\t0.028\t-0.712\t0.079\t\n",
"OGLE-LMC-RRLYR-04943\t0.733\t0.052\t0.742\t0.020\t1.692\t0.042\t6510\t100\t0.113\t0.088\t0.638\t0.099\t0.522\t0.028\t-0.700\t0.078\t\n",
"OGLE-LMC-RRLYR-04946\t0.664\t0.051\t0.726\t0.019\t1.696\t0.042\t6650\t100\t0.128\t0.087\t0.615\t0.099\t0.484\t0.028\t-0.626\t0.078\t\n",
"OGLE-LMC-RRLYR-04952\t0.700\t0.051\t0.754\t0.019\t1.689\t0.042\t6400\t100\t0.087\t0.087\t0.623\t0.099\t0.541\t0.028\t-0.759\t0.077\t\n",
"OGLE-LMC-RRLYR-04953\t0.671\t0.058\t0.745\t0.022\t1.689\t0.043\t6470\t110\t0.109\t0.090\t0.62\t0.10\t0.523\t0.030\t-0.704\t0.085\t\n",
"OGLE-LMC-RRLYR-04954\t0.687\t0.054\t0.818\t0.021\t1.756\t0.045\t6190\t100\t-0.146\t0.092\t0.44\t0.10\t0.591\t0.029\t-1.061\t0.084\t\n",
"OGLE-LMC-RRLYR-04958\t0.624\t0.052\t0.706\t0.019\t1.663\t0.042\t6680\t100\t0.164\t0.088\t0.663\t0.099\t0.485\t0.028\t-0.586\t0.079\t\n",
"OGLE-LMC-RRLYR-04959\t0.583\t0.052\t0.712\t0.020\t1.666\t0.042\t6650\t100\t0.135\t0.088\t0.63\t0.10\t0.492\t0.028\t-0.626\t0.079\t\n",
"OGLE-LMC-RRLYR-04962\t0.717\t0.051\t0.813\t0.019\t1.807\t0.042\t6390\t100\t-0.216\t0.087\t0.320\t0.099\t0.542\t0.028\t-1.057\t0.079\t\n",
"OGLE-LMC-RRLYR-04969\t0.745\t0.058\t0.752\t0.020\t1.725\t0.044\t6550\t100\t0.036\t0.091\t0.55\t0.10\t0.512\t0.028\t-0.762\t0.082\t\n",
"OGLE-LMC-RRLYR-04974\t0.701\t0.050\t0.747\t0.019\t1.694\t0.042\t6480\t100\t0.113\t0.088\t0.628\t0.099\t0.520\t0.028\t-0.695\t0.078\t\n",
"OGLE-LMC-RRLYR-04976\t0.709\t0.050\t0.750\t0.019\t1.693\t0.042\t6450\t100\t0.103\t0.088\t0.62\t0.10\t0.519\t0.028\t-0.708\t0.078\t\n",
"OGLE-LMC-RRLYR-04978\t0.703\t0.051\t0.747\t0.019\t1.686\t0.042\t6440\t100\t0.110\t0.088\t0.647\t0.099\t0.533\t0.028\t-0.724\t0.078\t\n",
"OGLE-LMC-RRLYR-04979\t0.548\t0.051\t0.699\t0.019\t1.650\t0.042\t6680\t100\t0.173\t0.087\t0.654\t0.099\t0.473\t0.028\t-0.566\t0.078\t\n",
"OGLE-LMC-RRLYR-04980\t0.675\t0.051\t0.735\t0.019\t1.676\t0.042\t6490\t100\t0.128\t0.087\t0.646\t0.099\t0.522\t0.028\t-0.688\t0.078\t\n",
"OGLE-LMC-RRLYR-04981\t0.598\t0.051\t0.695\t0.019\t1.671\t0.042\t6780\t100\t0.168\t0.087\t0.635\t0.098\t0.458\t0.028\t-0.543\t0.078\t\n",
"OGLE-LMC-RRLYR-04986\t0.619\t0.051\t0.712\t0.019\t1.660\t0.042\t6610\t100\t0.182\t0.087\t0.678\t0.098\t0.494\t0.028\t-0.586\t0.078\t\n",
"OGLE-LMC-RRLYR-04988\t0.622\t0.059\t0.694\t0.022\t1.639\t0.044\t6650\t110\t0.215\t0.092\t0.69\t0.10\t0.482\t0.030\t-0.539\t0.089\t\n",
"OGLE-LMC-RRLYR-04991\t0.691\t0.050\t0.758\t0.019\t1.649\t0.042\t6252\t99\t0.156\t0.087\t0.721\t0.099\t0.573\t0.028\t-0.741\t0.077\t\n",
"OGLE-LMC-RRLYR-04993\t0.622\t0.056\t0.716\t0.021\t1.668\t0.043\t6610\t100\t0.166\t0.089\t0.665\t0.099\t0.494\t0.029\t-0.601\t0.082\t\n",
"OGLE-LMC-RRLYR-04995\t0.675\t0.055\t0.733\t0.021\t1.665\t0.045\t6490\t100\t0.152\t0.096\t0.67\t0.11\t0.512\t0.029\t-0.651\t0.084\t\n",
"OGLE-LMC-RRLYR-04997\t0.592\t0.051\t0.707\t0.019\t1.681\t0.042\t6740\t100\t0.127\t0.087\t0.602\t0.098\t0.467\t0.028\t-0.599\t0.078\t\n",
"OGLE-LMC-RRLYR-05001\t0.575\t0.051\t0.713\t0.019\t1.648\t0.042\t6560\t100\t0.165\t0.087\t0.676\t0.099\t0.507\t0.028\t-0.622\t0.078\t\n",
"OGLE-LMC-RRLYR-05004\t0.657\t0.051\t0.719\t0.019\t1.655\t0.042\t6540\t100\t0.181\t0.087\t0.695\t0.099\t0.513\t0.028\t-0.618\t0.078\t\n",
"OGLE-LMC-RRLYR-05006\t0.698\t0.050\t0.770\t0.019\t1.674\t0.042\t6271\t99\t0.099\t0.088\t0.668\t0.099\t0.575\t0.028\t-0.790\t0.077\t\n",
"OGLE-LMC-RRLYR-05007\t0.661\t0.051\t0.721\t0.019\t1.682\t0.042\t6631\t99\t0.135\t0.087\t0.642\t0.098\t0.493\t0.028\t-0.635\t0.077\t\n",
"OGLE-LMC-RRLYR-05012\t0.593\t0.050\t0.744\t0.019\t1.740\t0.042\t6680\t100\t-0.031\t0.087\t0.461\t0.098\t0.484\t0.028\t-0.783\t0.078\t\n",
"OGLE-LMC-RRLYR-05013\t0.705\t0.050\t0.757\t0.019\t1.661\t0.043\t6270\t100\t0.123\t0.088\t0.68\t0.10\t0.569\t0.028\t-0.760\t0.078\t\n",
"OGLE-LMC-RRLYR-05022\t0.654\t0.051\t0.767\t0.019\t1.759\t0.042\t6570\t100\t-0.064\t0.087\t0.449\t0.098\t0.503\t0.028\t-0.844\t0.078\t\n",
"OGLE-LMC-RRLYR-05023\t0.615\t0.055\t0.768\t0.021\t1.746\t0.043\t6510\t110\t-0.071\t0.091\t0.43\t0.10\t0.514\t0.029\t-0.868\t0.086\t\n",
"OGLE-LMC-RRLYR-05038\t0.631\t0.050\t0.714\t0.019\t1.616\t0.042\t6430\t100\t0.234\t0.087\t0.769\t0.099\t0.533\t0.028\t-0.593\t0.077\t\n",
"OGLE-LMC-RRLYR-05039\t0.625\t0.051\t0.726\t0.019\t1.689\t0.042\t6630\t100\t0.100\t0.087\t0.604\t0.098\t0.493\t0.028\t-0.665\t0.077\t\n",
"OGLE-LMC-RRLYR-05043\t0.592\t0.050\t0.733\t0.019\t1.731\t0.042\t6730\t100\t-0.000\t0.087\t0.484\t0.098\t0.474\t0.028\t-0.733\t0.077\t\n",
"OGLE-LMC-RRLYR-05044\t0.684\t0.051\t0.752\t0.019\t1.694\t0.042\t6430\t100\t0.077\t0.087\t0.605\t0.098\t0.533\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-05045\t0.680\t0.053\t0.735\t0.020\t1.670\t0.042\t6470\t100\t0.144\t0.088\t0.65\t0.10\t0.525\t0.028\t-0.675\t0.079\t\n",
"OGLE-LMC-RRLYR-05047\t0.654\t0.051\t0.734\t0.019\t1.676\t0.042\t6500\t100\t0.121\t0.087\t0.633\t0.099\t0.519\t0.028\t-0.686\t0.078\t\n",
"OGLE-LMC-RRLYR-05050\t0.736\t0.055\t0.772\t0.020\t1.724\t0.043\t6410\t100\t0.029\t0.089\t0.56\t0.10\t0.538\t0.029\t-0.808\t0.082\t\n",
"OGLE-LMC-RRLYR-05053\t0.679\t0.051\t0.751\t0.020\t1.718\t0.042\t6540\t100\t0.050\t0.087\t0.563\t0.098\t0.510\t0.028\t-0.743\t0.079\t\n",
"OGLE-LMC-RRLYR-05058\t0.531\t0.050\t0.668\t0.019\t1.593\t0.042\t6690\t100\t0.268\t0.088\t0.76\t0.10\t0.474\t0.029\t-0.463\t0.078\t\n",
"OGLE-LMC-RRLYR-05062\t0.678\t0.051\t0.736\t0.019\t1.679\t0.042\t6510\t100\t0.152\t0.088\t0.676\t0.099\t0.518\t0.028\t-0.653\t0.079\t\n",
"OGLE-LMC-RRLYR-05065\t0.623\t0.052\t0.728\t0.020\t1.684\t0.042\t6590\t100\t0.121\t0.087\t0.624\t0.099\t0.499\t0.028\t-0.655\t0.079\t\n",
"OGLE-LMC-RRLYR-05067\t0.609\t0.051\t0.719\t0.019\t1.652\t0.042\t6530\t100\t0.178\t0.087\t0.693\t0.099\t0.512\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-05071\t0.660\t0.053\t0.773\t0.020\t1.741\t0.042\t6450\t100\t-0.050\t0.089\t0.470\t0.099\t0.526\t0.029\t-0.870\t0.083\t\n",
"OGLE-LMC-RRLYR-05072\t0.684\t0.059\t0.792\t0.023\t1.773\t0.043\t6420\t110\t-0.133\t0.091\t0.40\t0.10\t0.539\t0.031\t-0.973\t0.092\t\n",
"OGLE-LMC-RRLYR-05075\t0.702\t0.050\t0.766\t0.019\t1.691\t0.042\t6320\t100\t0.068\t0.087\t0.615\t0.099\t0.556\t0.028\t-0.801\t0.077\t\n",
"OGLE-LMC-RRLYR-05076\t0.619\t0.055\t0.716\t0.020\t1.642\t0.043\t6510\t100\t0.184\t0.089\t0.71\t0.10\t0.522\t0.029\t-0.625\t0.081\t\n",
"OGLE-LMC-RRLYR-05083\t0.692\t0.050\t0.745\t0.019\t1.667\t0.042\t6390\t100\t0.156\t0.087\t0.681\t0.098\t0.539\t0.028\t-0.686\t0.077\t\n",
"OGLE-LMC-RRLYR-05089\t0.667\t0.051\t0.774\t0.019\t1.766\t0.042\t6540\t100\t-0.095\t0.087\t0.415\t0.099\t0.510\t0.028\t-0.889\t0.079\t\n",
"OGLE-LMC-RRLYR-05090\t0.613\t0.056\t0.712\t0.020\t1.668\t0.043\t6650\t100\t0.140\t0.089\t0.64\t0.10\t0.490\t0.029\t-0.618\t0.081\t\n",
"OGLE-LMC-RRLYR-05094\t0.669\t0.054\t0.711\t0.022\t1.608\t0.045\t6430\t100\t0.294\t0.093\t0.80\t0.11\t0.530\t0.029\t-0.536\t0.085\t\n",
"OGLE-LMC-RRLYR-05096\t0.679\t0.051\t0.728\t0.019\t1.676\t0.042\t6560\t100\t0.139\t0.087\t0.652\t0.099\t0.511\t0.028\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-05098\t0.695\t0.055\t0.757\t0.021\t1.699\t0.043\t6410\t110\t0.061\t0.088\t0.599\t0.099\t0.540\t0.029\t-0.785\t0.082\t\n",
"OGLE-LMC-RRLYR-05099\t0.667\t0.052\t0.733\t0.020\t1.652\t0.042\t6420\t100\t0.183\t0.088\t0.705\t0.099\t0.534\t0.028\t-0.650\t0.079\t\n",
"OGLE-LMC-RRLYR-05101\t0.687\t0.052\t0.745\t0.020\t1.707\t0.042\t6540\t100\t0.095\t0.087\t0.605\t0.099\t0.508\t0.028\t-0.698\t0.079\t\n",
"OGLE-LMC-RRLYR-05104\t0.606\t0.057\t0.668\t0.020\t1.634\t0.045\t6840\t110\t0.251\t0.092\t0.68\t0.11\t0.424\t0.030\t-0.413\t0.081\t\n",
"OGLE-LMC-RRLYR-05105\t0.714\t0.051\t0.800\t0.019\t1.814\t0.042\t6530\t100\t-0.201\t0.087\t0.320\t0.098\t0.516\t0.028\t-1.004\t0.079\t\n",
"OGLE-LMC-RRLYR-05106\t0.540\t0.052\t0.692\t0.019\t1.648\t0.042\t6730\t100\t0.185\t0.088\t0.674\t0.099\t0.471\t0.028\t-0.545\t0.079\t\n",
"OGLE-LMC-RRLYR-05107\t0.666\t0.050\t0.783\t0.019\t1.737\t0.042\t6360\t100\t-0.054\t0.088\t0.483\t0.099\t0.545\t0.028\t-0.902\t0.078\t\n",
"OGLE-LMC-RRLYR-05108\t0.637\t0.050\t0.747\t0.019\t1.638\t0.042\t6298\t99\t0.176\t0.088\t0.73\t0.10\t0.563\t0.028\t-0.706\t0.077\t\n",
"OGLE-LMC-RRLYR-05110\t0.530\t0.051\t0.701\t0.019\t1.708\t0.042\t6890\t100\t0.081\t0.087\t0.523\t0.099\t0.433\t0.028\t-0.587\t0.078\t\n",
"OGLE-LMC-RRLYR-05113\t0.704\t0.052\t0.753\t0.020\t1.636\t0.043\t6200\t100\t0.156\t0.089\t0.74\t0.10\t0.588\t0.028\t-0.754\t0.080\t\n",
"OGLE-LMC-RRLYR-05115\t0.511\t0.049\t0.683\t0.019\t1.640\t0.041\t6761\t99\t0.207\t0.087\t0.676\t0.098\t0.461\t0.028\t-0.507\t0.077\t\n",
"OGLE-LMC-RRLYR-05116\t0.623\t0.052\t0.761\t0.020\t1.751\t0.042\t6590\t100\t-0.066\t0.087\t0.442\t0.098\t0.502\t0.028\t-0.846\t0.079\t\n",
"OGLE-LMC-RRLYR-05126\t0.635\t0.051\t0.726\t0.019\t1.669\t0.042\t6540\t100\t0.132\t0.087\t0.651\t0.099\t0.515\t0.028\t-0.668\t0.078\t\n",
"OGLE-LMC-RRLYR-05129\t0.647\t0.052\t0.734\t0.019\t1.726\t0.042\t6700\t100\t0.026\t0.087\t0.519\t0.098\t0.481\t0.028\t-0.716\t0.079\t\n",
"OGLE-LMC-RRLYR-05132\t0.620\t0.053\t0.730\t0.020\t1.682\t0.042\t6570\t100\t0.081\t0.088\t0.600\t0.099\t0.509\t0.029\t-0.711\t0.081\t\n",
"OGLE-LMC-RRLYR-05136\t0.639\t0.050\t0.751\t0.019\t1.654\t0.042\t6340\t100\t0.135\t0.088\t0.68\t0.10\t0.550\t0.028\t-0.720\t0.077\t\n",
"OGLE-LMC-RRLYR-05137\t0.708\t0.050\t0.766\t0.019\t1.675\t0.042\t6303\t99\t0.104\t0.088\t0.660\t0.099\t0.560\t0.028\t-0.769\t0.077\t\n",
"OGLE-LMC-RRLYR-05142\t0.654\t0.050\t0.753\t0.019\t1.654\t0.042\t6315\t99\t0.142\t0.088\t0.69\t0.10\t0.555\t0.028\t-0.723\t0.077\t\n",
"OGLE-LMC-RRLYR-05144\t0.566\t0.057\t0.697\t0.021\t1.662\t0.043\t6740\t110\t0.164\t0.089\t0.643\t0.099\t0.468\t0.030\t-0.559\t0.085\t\n",
"OGLE-LMC-RRLYR-05146\t0.693\t0.050\t0.766\t0.019\t1.698\t0.042\t6355\t99\t0.062\t0.087\t0.596\t0.099\t0.547\t0.028\t-0.794\t0.077\t\n",
"OGLE-LMC-RRLYR-05147\t0.608\t0.050\t0.716\t0.019\t1.568\t0.043\t6270\t100\t0.324\t0.089\t0.89\t0.10\t0.573\t0.028\t-0.570\t0.077\t\n",
"OGLE-LMC-RRLYR-05148\t0.641\t0.051\t0.728\t0.019\t1.699\t0.042\t6650\t100\t0.083\t0.087\t0.586\t0.098\t0.489\t0.028\t-0.672\t0.077\t\n",
"OGLE-LMC-RRLYR-05150\t0.599\t0.051\t0.714\t0.019\t1.661\t0.042\t6600\t100\t0.160\t0.087\t0.658\t0.098\t0.496\t0.028\t-0.612\t0.078\t\n",
"OGLE-LMC-RRLYR-05151\t0.575\t0.050\t0.707\t0.019\t1.664\t0.042\t6680\t100\t0.145\t0.087\t0.632\t0.099\t0.484\t0.028\t-0.605\t0.077\t\n",
"OGLE-LMC-RRLYR-05152\t0.641\t0.051\t0.738\t0.019\t1.735\t0.042\t6700\t100\t0.003\t0.087\t0.490\t0.099\t0.477\t0.028\t-0.737\t0.079\t\n",
"OGLE-LMC-RRLYR-05153\t0.650\t0.052\t0.756\t0.020\t1.669\t0.043\t6320\t100\t0.112\t0.088\t0.66\t0.10\t0.554\t0.029\t-0.751\t0.080\t\n",
"OGLE-LMC-RRLYR-05154\t0.613\t0.051\t0.722\t0.019\t1.647\t0.042\t6490\t100\t0.197\t0.087\t0.705\t0.099\t0.517\t0.028\t-0.610\t0.078\t\n",
"OGLE-LMC-RRLYR-05155\t0.733\t0.050\t0.766\t0.019\t1.682\t0.042\t6290\t100\t0.099\t0.088\t0.65\t0.10\t0.561\t0.028\t-0.777\t0.077\t\n",
"OGLE-LMC-RRLYR-05159\t0.683\t0.050\t0.746\t0.019\t1.706\t0.042\t6520\t100\t0.068\t0.087\t0.586\t0.098\t0.516\t0.028\t-0.736\t0.077\t\n",
"OGLE-LMC-RRLYR-05160\t0.657\t0.050\t0.778\t0.019\t1.707\t0.042\t6305\t99\t0.004\t0.087\t0.558\t0.099\t0.559\t0.028\t-0.866\t0.077\t\n",
"OGLE-LMC-RRLYR-05162\t0.625\t0.051\t0.712\t0.019\t1.677\t0.042\t6690\t100\t0.142\t0.087\t0.632\t0.098\t0.480\t0.028\t-0.604\t0.077\t\n",
"OGLE-LMC-RRLYR-05163\t0.601\t0.053\t0.710\t0.020\t1.658\t0.042\t6620\t100\t0.184\t0.088\t0.676\t0.099\t0.491\t0.028\t-0.580\t0.079\t\n",
"OGLE-LMC-RRLYR-05164\t0.528\t0.050\t0.688\t0.019\t1.612\t0.042\t6630\t100\t0.245\t0.087\t0.743\t0.099\t0.493\t0.028\t-0.515\t0.077\t\n",
"OGLE-LMC-RRLYR-05165\t0.579\t0.050\t0.687\t0.019\t1.615\t0.042\t6620\t100\t0.250\t0.087\t0.752\t0.099\t0.491\t0.028\t-0.518\t0.077\t\n",
"OGLE-LMC-RRLYR-05166\t0.666\t0.051\t0.725\t0.019\t1.674\t0.042\t6570\t100\t0.132\t0.087\t0.645\t0.099\t0.509\t0.028\t-0.660\t0.077\t\n",
"OGLE-LMC-RRLYR-05171\t0.744\t0.050\t0.762\t0.019\t1.693\t0.042\t6360\t100\t0.102\t0.087\t0.640\t0.099\t0.547\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-05173\t0.576\t0.051\t0.679\t0.019\t1.665\t0.042\t6870\t100\t0.193\t0.087\t0.639\t0.098\t0.433\t0.028\t-0.478\t0.078\t\n",
"OGLE-LMC-RRLYR-05174\t0.537\t0.050\t0.662\t0.019\t1.632\t0.042\t6890\t100\t0.267\t0.087\t0.706\t0.099\t0.432\t0.028\t-0.402\t0.077\t\n",
"OGLE-LMC-RRLYR-05175\t0.618\t0.051\t0.700\t0.019\t1.635\t0.042\t6590\t100\t0.231\t0.088\t0.73\t0.10\t0.493\t0.028\t-0.545\t0.078\t\n",
"OGLE-LMC-RRLYR-05180\t0.613\t0.050\t0.704\t0.019\t1.660\t0.042\t6679\t99\t0.189\t0.087\t0.678\t0.099\t0.480\t0.028\t-0.557\t0.077\t\n",
"OGLE-LMC-RRLYR-05181\t0.664\t0.052\t0.744\t0.020\t1.662\t0.042\t6380\t100\t0.163\t0.088\t0.699\t0.099\t0.542\t0.028\t-0.686\t0.079\t\n",
"OGLE-LMC-RRLYR-05182\t0.524\t0.049\t0.666\t0.019\t1.639\t0.042\t6896\t99\t0.253\t0.087\t0.699\t0.098\t0.437\t0.028\t-0.423\t0.077\t\n",
"OGLE-LMC-RRLYR-05185\t0.587\t0.051\t0.757\t0.019\t1.752\t0.042\t6620\t100\t-0.073\t0.087\t0.426\t0.098\t0.493\t0.028\t-0.839\t0.078\t\n",
"OGLE-LMC-RRLYR-05192\t0.576\t0.051\t0.713\t0.019\t1.638\t0.042\t6530\t100\t0.182\t0.087\t0.702\t0.099\t0.516\t0.028\t-0.616\t0.078\t\n",
"OGLE-LMC-RRLYR-05193\t0.649\t0.051\t0.771\t0.019\t1.741\t0.042\t6470\t100\t-0.060\t0.088\t0.465\t0.099\t0.528\t0.028\t-0.876\t0.079\t\n",
"OGLE-LMC-RRLYR-05196\t0.614\t0.057\t0.715\t0.021\t1.702\t0.043\t6750\t110\t0.093\t0.089\t0.56\t0.10\t0.463\t0.029\t-0.624\t0.083\t\n",
"OGLE-LMC-RRLYR-05200\t0.734\t0.050\t0.776\t0.019\t1.701\t0.042\t6290\t100\t0.057\t0.087\t0.608\t0.098\t0.562\t0.028\t-0.820\t0.077\t\n",
"OGLE-LMC-RRLYR-05201\t0.562\t0.051\t0.693\t0.019\t1.649\t0.042\t6710\t100\t0.218\t0.087\t0.696\t0.099\t0.469\t0.028\t-0.513\t0.078\t\n",
"OGLE-LMC-RRLYR-05202\t0.644\t0.050\t0.774\t0.019\t1.784\t0.042\t6610\t100\t-0.136\t0.087\t0.371\t0.099\t0.499\t0.028\t-0.910\t0.078\t\n",
"OGLE-LMC-RRLYR-05204\t0.625\t0.052\t0.694\t0.019\t1.653\t0.042\t6720\t100\t0.204\t0.088\t0.691\t0.099\t0.473\t0.028\t-0.531\t0.079\t\n",
"OGLE-LMC-RRLYR-05208\t0.720\t0.063\t0.799\t0.023\t1.755\t0.047\t6310\t110\t-0.108\t0.096\t0.46\t0.11\t0.568\t0.031\t-0.988\t0.094\t\n",
"OGLE-LMC-RRLYR-05212\t0.631\t0.052\t0.709\t0.020\t1.687\t0.042\t6740\t100\t0.125\t0.088\t0.602\t0.099\t0.468\t0.028\t-0.601\t0.079\t\n",
"OGLE-LMC-RRLYR-05215\t0.662\t0.052\t0.723\t0.020\t1.703\t0.042\t6690\t100\t0.092\t0.088\t0.586\t0.099\t0.480\t0.028\t-0.655\t0.079\t\n",
"OGLE-LMC-RRLYR-05216\t0.636\t0.052\t0.728\t0.019\t1.713\t0.042\t6700\t100\t0.060\t0.087\t0.547\t0.099\t0.478\t0.028\t-0.679\t0.079\t\n",
"OGLE-LMC-RRLYR-05217\t0.662\t0.051\t0.733\t0.019\t1.678\t0.042\t6520\t100\t0.138\t0.087\t0.643\t0.098\t0.512\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-05222\t0.576\t0.052\t0.674\t0.019\t1.624\t0.042\t6780\t100\t0.268\t0.088\t0.736\t0.099\t0.462\t0.028\t-0.446\t0.078\t\n",
"OGLE-LMC-RRLYR-05223\t0.724\t0.051\t0.755\t0.019\t1.705\t0.042\t6450\t100\t0.076\t0.087\t0.605\t0.099\t0.530\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-05224\t0.664\t0.050\t0.771\t0.019\t1.697\t0.042\t6320\t100\t0.043\t0.087\t0.588\t0.099\t0.553\t0.028\t-0.825\t0.077\t\n",
"OGLE-LMC-RRLYR-05227\t0.618\t0.051\t0.702\t0.019\t1.671\t0.042\t6730\t100\t0.162\t0.087\t0.645\t0.098\t0.471\t0.028\t-0.570\t0.078\t\n",
"OGLE-LMC-RRLYR-05229\t0.670\t0.052\t0.763\t0.019\t1.758\t0.042\t6590\t100\t-0.058\t0.087\t0.439\t0.098\t0.497\t0.028\t-0.831\t0.078\t\n",
"OGLE-LMC-RRLYR-05230\t0.678\t0.050\t0.830\t0.019\t1.827\t0.042\t6350\t100\t-0.276\t0.087\t0.263\t0.099\t0.546\t0.028\t-1.124\t0.078\t\n",
"OGLE-LMC-RRLYR-05231\t0.668\t0.051\t0.736\t0.019\t1.689\t0.042\t6540\t100\t0.112\t0.087\t0.622\t0.098\t0.511\t0.028\t-0.685\t0.078\t\n",
"OGLE-LMC-RRLYR-05232\t0.682\t0.051\t0.751\t0.019\t1.697\t0.042\t6460\t100\t0.076\t0.087\t0.597\t0.099\t0.527\t0.028\t-0.747\t0.078\t\n",
"OGLE-LMC-RRLYR-05233\t0.729\t0.052\t0.773\t0.020\t1.740\t0.042\t6450\t100\t-0.026\t0.088\t0.496\t0.099\t0.531\t0.028\t-0.853\t0.079\t\n",
"OGLE-LMC-RRLYR-05235\t0.743\t0.051\t0.787\t0.019\t1.772\t0.042\t6460\t100\t-0.103\t0.087\t0.432\t0.098\t0.532\t0.028\t-0.933\t0.078\t\n",
"OGLE-LMC-RRLYR-05236\t0.619\t0.051\t0.732\t0.019\t1.726\t0.042\t6710\t100\t0.045\t0.087\t0.523\t0.098\t0.469\t0.028\t-0.687\t0.078\t\n",
"OGLE-LMC-RRLYR-05237\t0.540\t0.050\t0.651\t0.019\t1.551\t0.042\t6670\t100\t0.388\t0.088\t0.87\t0.10\t0.476\t0.028\t-0.351\t0.077\t\n",
"OGLE-LMC-RRLYR-05240\t0.702\t0.051\t0.758\t0.019\t1.679\t0.042\t6340\t100\t0.118\t0.088\t0.651\t0.099\t0.550\t0.028\t-0.743\t0.078\t\n",
"OGLE-LMC-RRLYR-05242\t0.688\t0.052\t0.741\t0.020\t1.696\t0.042\t6530\t100\t0.104\t0.088\t0.617\t0.099\t0.514\t0.028\t-0.700\t0.079\t\n",
"OGLE-LMC-RRLYR-05244\t0.722\t0.051\t0.774\t0.019\t1.754\t0.042\t6490\t100\t-0.061\t0.088\t0.458\t0.099\t0.524\t0.028\t-0.876\t0.079\t\n",
"OGLE-LMC-RRLYR-05245\t0.665\t0.052\t0.717\t0.019\t1.672\t0.042\t6610\t100\t0.145\t0.087\t0.657\t0.099\t0.498\t0.028\t-0.629\t0.078\t\n",
"OGLE-LMC-RRLYR-05246\t0.595\t0.052\t0.717\t0.019\t1.666\t0.042\t6600\t100\t0.136\t0.088\t0.639\t0.099\t0.499\t0.028\t-0.635\t0.079\t\n",
"OGLE-LMC-RRLYR-05248\t0.739\t0.050\t0.757\t0.019\t1.669\t0.042\t6310\t100\t0.136\t0.088\t0.68\t0.10\t0.560\t0.028\t-0.730\t0.079\t\n",
"OGLE-LMC-RRLYR-05249\t0.642\t0.051\t0.737\t0.019\t1.667\t0.042\t6450\t100\t0.139\t0.087\t0.659\t0.098\t0.527\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-05254\t0.659\t0.052\t0.733\t0.019\t1.698\t0.042\t6610\t100\t0.108\t0.087\t0.611\t0.099\t0.496\t0.028\t-0.661\t0.078\t\n",
"OGLE-LMC-RRLYR-05255\t0.639\t0.050\t0.774\t0.019\t1.768\t0.042\t6550\t100\t-0.111\t0.087\t0.401\t0.098\t0.510\t0.028\t-0.902\t0.078\t\n",
"OGLE-LMC-RRLYR-05259\t0.630\t0.052\t0.721\t0.019\t1.668\t0.042\t6590\t100\t0.158\t0.087\t0.665\t0.098\t0.501\t0.028\t-0.618\t0.078\t\n",
"OGLE-LMC-RRLYR-05261\t0.678\t0.053\t0.749\t0.020\t1.710\t0.042\t6520\t100\t0.048\t0.088\t0.547\t0.099\t0.511\t0.028\t-0.746\t0.079\t\n",
"OGLE-LMC-RRLYR-05267\t0.661\t0.051\t0.745\t0.019\t1.656\t0.042\t6350\t100\t0.149\t0.087\t0.689\t0.099\t0.550\t0.028\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-05268\t0.697\t0.063\t0.734\t0.021\t1.716\t0.043\t6650\t110\t0.063\t0.090\t0.56\t0.10\t0.489\t0.030\t-0.694\t0.087\t\n",
"OGLE-LMC-RRLYR-05269\t0.561\t0.054\t0.706\t0.020\t1.650\t0.043\t6630\t100\t0.157\t0.091\t0.65\t0.10\t0.494\t0.029\t-0.613\t0.083\t\n",
"OGLE-LMC-RRLYR-05274\t0.669\t0.051\t0.731\t0.019\t1.686\t0.042\t6580\t100\t0.112\t0.087\t0.627\t0.098\t0.506\t0.028\t-0.673\t0.077\t\n",
"OGLE-LMC-RRLYR-05276\t0.634\t0.051\t0.749\t0.019\t1.714\t0.042\t6530\t100\t0.018\t0.087\t0.532\t0.099\t0.513\t0.028\t-0.779\t0.078\t\n",
"OGLE-LMC-RRLYR-05277\t0.684\t0.051\t0.745\t0.019\t1.676\t0.042\t6420\t100\t0.117\t0.087\t0.651\t0.099\t0.538\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-05280\t0.636\t0.050\t0.770\t0.019\t1.716\t0.042\t6380\t100\t-0.010\t0.088\t0.51\t0.10\t0.539\t0.028\t-0.849\t0.078\t\n",
"OGLE-LMC-RRLYR-05285\t0.618\t0.050\t0.737\t0.019\t1.611\t0.042\t6280\t100\t0.223\t0.088\t0.78\t0.10\t0.569\t0.028\t-0.667\t0.077\t\n",
"OGLE-LMC-RRLYR-05288\t0.617\t0.051\t0.719\t0.019\t1.688\t0.042\t6670\t100\t0.124\t0.087\t0.607\t0.098\t0.479\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-05289\t0.652\t0.052\t0.712\t0.019\t1.675\t0.042\t6670\t100\t0.162\t0.087\t0.660\t0.099\t0.485\t0.028\t-0.595\t0.078\t\n",
"OGLE-LMC-RRLYR-05290\t0.594\t0.050\t0.754\t0.019\t1.690\t0.042\t6450\t100\t0.046\t0.088\t0.56\t0.10\t0.523\t0.028\t-0.768\t0.077\t\n",
"OGLE-LMC-RRLYR-05294\t0.611\t0.051\t0.721\t0.019\t1.699\t0.042\t6690\t100\t0.084\t0.087\t0.579\t0.099\t0.479\t0.028\t-0.656\t0.079\t\n",
"OGLE-LMC-RRLYR-05296\t0.628\t0.052\t0.707\t0.019\t1.669\t0.042\t6690\t100\t0.165\t0.088\t0.661\t0.099\t0.483\t0.028\t-0.585\t0.079\t\n",
"OGLE-LMC-RRLYR-05299\t0.532\t0.050\t0.700\t0.019\t1.700\t0.041\t6860\t100\t0.098\t0.087\t0.541\t0.098\t0.440\t0.028\t-0.587\t0.078\t\n",
"OGLE-LMC-RRLYR-05301\t0.698\t0.050\t0.753\t0.019\t1.699\t0.042\t6450\t100\t0.094\t0.087\t0.614\t0.099\t0.525\t0.028\t-0.723\t0.077\t\n",
"OGLE-LMC-RRLYR-05302\t0.596\t0.052\t0.703\t0.020\t1.683\t0.042\t6770\t100\t0.135\t0.087\t0.610\t0.098\t0.463\t0.028\t-0.581\t0.079\t\n",
"OGLE-LMC-RRLYR-05303\t0.604\t0.051\t0.718\t0.019\t1.660\t0.042\t6570\t100\t0.167\t0.087\t0.673\t0.098\t0.503\t0.028\t-0.613\t0.078\t\n",
"OGLE-LMC-RRLYR-05306\t0.688\t0.054\t0.739\t0.020\t1.728\t0.042\t6670\t100\t0.032\t0.089\t0.526\t0.099\t0.486\t0.029\t-0.721\t0.081\t\n",
"OGLE-LMC-RRLYR-05307\t0.760\t0.050\t0.775\t0.019\t1.688\t0.042\t6260\t100\t0.090\t0.087\t0.650\t0.098\t0.571\t0.028\t-0.798\t0.077\t\n",
"OGLE-LMC-RRLYR-05308\t0.675\t0.050\t0.765\t0.019\t1.731\t0.042\t6470\t100\t-0.019\t0.087\t0.496\t0.099\t0.523\t0.028\t-0.830\t0.077\t\n",
"OGLE-LMC-RRLYR-05309\t0.612\t0.051\t0.722\t0.019\t1.702\t0.042\t6710\t100\t0.076\t0.087\t0.565\t0.098\t0.476\t0.028\t-0.661\t0.079\t\n",
"OGLE-LMC-RRLYR-05312\t0.643\t0.050\t0.752\t0.019\t1.709\t0.042\t6500\t100\t0.034\t0.087\t0.553\t0.098\t0.518\t0.028\t-0.770\t0.077\t\n",
"OGLE-LMC-RRLYR-05313\t0.632\t0.050\t0.751\t0.019\t1.728\t0.042\t6580\t100\t-0.012\t0.087\t0.496\t0.099\t0.505\t0.028\t-0.795\t0.077\t\n",
"OGLE-LMC-RRLYR-05317\t0.658\t0.062\t0.781\t0.024\t1.756\t0.045\t6450\t110\t-0.096\t0.095\t0.42\t0.10\t0.531\t0.031\t-0.918\t0.095\t\n",
"OGLE-LMC-RRLYR-05320\t0.611\t0.050\t0.730\t0.019\t1.600\t0.042\t6300\t100\t0.254\t0.088\t0.81\t0.10\t0.564\t0.028\t-0.624\t0.077\t\n",
"OGLE-LMC-RRLYR-05324\t0.566\t0.051\t0.681\t0.019\t1.651\t0.042\t6820\t100\t0.212\t0.087\t0.675\t0.098\t0.451\t0.028\t-0.488\t0.078\t\n",
"OGLE-LMC-RRLYR-05331\t0.595\t0.050\t0.721\t0.019\t1.716\t0.042\t6740\t100\t0.051\t0.088\t0.512\t0.099\t0.453\t0.028\t-0.665\t0.078\t\n",
"OGLE-LMC-RRLYR-05334\t0.689\t0.050\t0.795\t0.019\t1.756\t0.042\t6350\t100\t-0.093\t0.087\t0.445\t0.099\t0.548\t0.028\t-0.948\t0.078\t\n",
"OGLE-LMC-RRLYR-05338\t0.696\t0.051\t0.740\t0.019\t1.678\t0.042\t6460\t100\t0.132\t0.087\t0.656\t0.099\t0.529\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-05340\t0.621\t0.052\t0.721\t0.019\t1.691\t0.042\t6660\t100\t0.099\t0.087\t0.604\t0.099\t0.487\t0.028\t-0.655\t0.078\t\n",
"OGLE-LMC-RRLYR-05341\t0.594\t0.050\t0.713\t0.019\t1.665\t0.042\t6630\t100\t0.142\t0.087\t0.645\t0.099\t0.493\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-05343\t0.546\t0.050\t0.695\t0.019\t1.671\t0.042\t6790\t100\t0.150\t0.087\t0.614\t0.098\t0.454\t0.028\t-0.554\t0.078\t\n",
"OGLE-LMC-RRLYR-05346\t0.590\t0.051\t0.712\t0.019\t1.668\t0.042\t6650\t100\t0.140\t0.087\t0.647\t0.098\t0.490\t0.028\t-0.617\t0.078\t\n",
"OGLE-LMC-RRLYR-05351\t0.677\t0.052\t0.740\t0.020\t1.653\t0.042\t6380\t100\t0.164\t0.089\t0.70\t0.10\t0.545\t0.028\t-0.685\t0.079\t\n",
"OGLE-LMC-RRLYR-05353\t0.668\t0.051\t0.734\t0.019\t1.683\t0.042\t6540\t100\t0.137\t0.087\t0.646\t0.098\t0.510\t0.028\t-0.656\t0.078\t\n",
"OGLE-LMC-RRLYR-05356\t0.669\t0.050\t0.767\t0.019\t1.748\t0.042\t6530\t100\t-0.042\t0.087\t0.469\t0.098\t0.510\t0.028\t-0.837\t0.077\t\n",
"OGLE-LMC-RRLYR-05357\t0.657\t0.050\t0.814\t0.019\t1.801\t0.042\t6371\t99\t-0.212\t0.087\t0.333\t0.099\t0.548\t0.028\t-1.058\t0.078\t\n",
"OGLE-LMC-RRLYR-05360\t0.626\t0.052\t0.753\t0.020\t1.731\t0.042\t6580\t100\t-0.031\t0.088\t0.48\t0.10\t0.508\t0.029\t-0.820\t0.079\t\n",
"OGLE-LMC-RRLYR-05365\t0.610\t0.051\t0.714\t0.019\t1.677\t0.042\t6670\t100\t0.149\t0.087\t0.642\t0.098\t0.482\t0.028\t-0.596\t0.078\t\n",
"OGLE-LMC-RRLYR-05366\t0.656\t0.051\t0.756\t0.019\t1.726\t0.042\t6530\t100\t-0.006\t0.088\t0.504\t0.099\t0.514\t0.028\t-0.804\t0.078\t\n",
"OGLE-LMC-RRLYR-05367\t0.610\t0.050\t0.721\t0.019\t1.679\t0.042\t6620\t100\t0.126\t0.087\t0.627\t0.098\t0.492\t0.028\t-0.637\t0.077\t\n",
"OGLE-LMC-RRLYR-05369\t0.683\t0.052\t0.744\t0.020\t1.687\t0.042\t6480\t100\t0.107\t0.088\t0.620\t0.099\t0.521\t0.028\t-0.704\t0.079\t\n",
"OGLE-LMC-RRLYR-05371\t0.624\t0.053\t0.713\t0.020\t1.690\t0.042\t6720\t100\t0.114\t0.088\t0.601\t0.099\t0.475\t0.028\t-0.620\t0.079\t\n",
"OGLE-LMC-RRLYR-05372\t0.766\t0.051\t0.774\t0.019\t1.698\t0.042\t6290\t100\t0.069\t0.087\t0.632\t0.098\t0.567\t0.028\t-0.817\t0.078\t\n",
"OGLE-LMC-RRLYR-05374\t0.710\t0.051\t0.802\t0.020\t1.793\t0.042\t6420\t100\t-0.176\t0.088\t0.357\t0.099\t0.537\t0.028\t-1.007\t0.079\t\n",
"OGLE-LMC-RRLYR-05376\t0.663\t0.050\t0.748\t0.019\t1.664\t0.042\t6360\t100\t0.144\t0.087\t0.675\t0.099\t0.545\t0.028\t-0.708\t0.077\t\n",
"OGLE-LMC-RRLYR-05381\t0.670\t0.050\t0.758\t0.019\t1.680\t0.042\t6360\t100\t0.100\t0.088\t0.63\t0.10\t0.541\t0.028\t-0.748\t0.077\t\n",
"OGLE-LMC-RRLYR-05382\t0.605\t0.053\t0.720\t0.020\t1.671\t0.043\t6610\t110\t0.126\t0.089\t0.63\t0.10\t0.499\t0.029\t-0.648\t0.082\t\n",
"OGLE-LMC-RRLYR-05383\t0.691\t0.050\t0.757\t0.019\t1.675\t0.042\t6330\t100\t0.116\t0.087\t0.653\t0.099\t0.552\t0.028\t-0.748\t0.077\t\n",
"OGLE-LMC-RRLYR-05386\t0.751\t0.051\t0.811\t0.019\t1.799\t0.042\t6380\t100\t-0.191\t0.087\t0.359\t0.098\t0.548\t0.028\t-1.045\t0.078\t\n",
"OGLE-LMC-RRLYR-05389\t0.614\t0.052\t0.725\t0.020\t1.652\t0.042\t6490\t100\t0.176\t0.087\t0.690\t0.099\t0.520\t0.028\t-0.630\t0.078\t\n",
"OGLE-LMC-RRLYR-05391\t0.659\t0.052\t0.789\t0.020\t1.785\t0.042\t6500\t100\t-0.159\t0.088\t0.362\t0.099\t0.520\t0.029\t-0.965\t0.080\t\n",
"OGLE-LMC-RRLYR-05392\t0.671\t0.050\t0.788\t0.019\t1.741\t0.042\t6360\t100\t-0.044\t0.087\t0.490\t0.098\t0.546\t0.028\t-0.896\t0.077\t\n",
"OGLE-LMC-RRLYR-05395\t0.641\t0.050\t0.751\t0.019\t1.739\t0.042\t6620\t100\t-0.026\t0.087\t0.474\t0.099\t0.496\t0.028\t-0.797\t0.077\t\n",
"OGLE-LMC-RRLYR-05396\t0.707\t0.050\t0.765\t0.019\t1.683\t0.042\t6310\t100\t0.100\t0.087\t0.643\t0.099\t0.556\t0.028\t-0.770\t0.077\t\n",
"OGLE-LMC-RRLYR-05398\t0.687\t0.055\t0.738\t0.020\t1.704\t0.043\t6580\t100\t0.070\t0.088\t0.588\t0.099\t0.505\t0.029\t-0.711\t0.081\t\n",
"OGLE-LMC-RRLYR-05405\t0.602\t0.054\t0.728\t0.020\t1.695\t0.043\t6640\t100\t0.097\t0.089\t0.59\t0.10\t0.487\t0.028\t-0.659\t0.081\t\n",
"OGLE-LMC-RRLYR-05406\t0.686\t0.051\t0.746\t0.019\t1.707\t0.042\t6530\t100\t0.071\t0.087\t0.590\t0.098\t0.513\t0.028\t-0.725\t0.078\t\n",
"OGLE-LMC-RRLYR-05407\t0.705\t0.049\t0.804\t0.019\t1.741\t0.042\t6230\t100\t-0.072\t0.087\t0.495\t0.099\t0.574\t0.028\t-0.973\t0.077\t\n",
"OGLE-LMC-RRLYR-05410\t0.563\t0.065\t0.698\t0.024\t1.637\t0.046\t6640\t110\t0.228\t0.095\t0.72\t0.10\t0.487\t0.031\t-0.528\t0.094\t\n",
"OGLE-LMC-RRLYR-05412\t0.720\t0.051\t0.798\t0.020\t1.773\t0.042\t6390\t100\t-0.135\t0.088\t0.413\t0.099\t0.547\t0.028\t-0.986\t0.080\t\n",
"OGLE-LMC-RRLYR-05414\t0.667\t0.050\t0.756\t0.019\t1.659\t0.042\t6297\t99\t0.144\t0.087\t0.693\t0.099\t0.562\t0.028\t-0.739\t0.077\t\n",
"OGLE-LMC-RRLYR-05415\t0.550\t0.050\t0.709\t0.019\t1.659\t0.042\t6650\t100\t0.147\t0.087\t0.643\t0.099\t0.488\t0.028\t-0.609\t0.078\t\n",
"OGLE-LMC-RRLYR-05417\t0.681\t0.051\t0.723\t0.019\t1.694\t0.042\t6650\t100\t0.116\t0.087\t0.610\t0.099\t0.488\t0.028\t-0.643\t0.078\t\n",
"OGLE-LMC-RRLYR-05419\t0.661\t0.055\t0.763\t0.020\t1.746\t0.044\t6560\t110\t-0.059\t0.090\t0.45\t0.10\t0.513\t0.030\t-0.855\t0.083\t\n",
"OGLE-LMC-RRLYR-05420\t0.632\t0.051\t0.741\t0.020\t1.644\t0.043\t6370\t100\t0.166\t0.089\t0.70\t0.10\t0.542\t0.029\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-05422\t0.644\t0.051\t0.735\t0.019\t1.608\t0.042\t6260\t100\t0.243\t0.088\t0.80\t0.10\t0.573\t0.028\t-0.651\t0.078\t\n",
"OGLE-LMC-RRLYR-05423\t0.689\t0.051\t0.760\t0.019\t1.700\t0.042\t6390\t100\t0.047\t0.087\t0.587\t0.099\t0.544\t0.028\t-0.802\t0.078\t\n",
"OGLE-LMC-RRLYR-05424\t0.689\t0.051\t0.750\t0.019\t1.657\t0.042\t6320\t100\t0.156\t0.088\t0.69\t0.10\t0.557\t0.028\t-0.713\t0.079\t\n",
"OGLE-LMC-RRLYR-05425\t0.662\t0.050\t0.835\t0.019\t1.839\t0.042\t6350\t100\t-0.310\t0.088\t0.228\t0.099\t0.544\t0.028\t-1.156\t0.078\t\n",
"OGLE-LMC-RRLYR-05429\t0.577\t0.051\t0.718\t0.019\t1.696\t0.042\t6720\t100\t0.074\t0.087\t0.551\t0.099\t0.474\t0.028\t-0.658\t0.078\t\n",
"OGLE-LMC-RRLYR-05430\t0.642\t0.050\t0.747\t0.019\t1.639\t0.042\t6310\t99\t0.179\t0.088\t0.72\t0.10\t0.559\t0.028\t-0.698\t0.077\t\n",
"OGLE-LMC-RRLYR-05433\t0.619\t0.050\t0.747\t0.019\t1.735\t0.042\t6630\t100\t-0.017\t0.087\t0.480\t0.098\t0.492\t0.028\t-0.783\t0.078\t\n",
"OGLE-LMC-RRLYR-05440\t0.564\t0.050\t0.750\t0.019\t1.638\t0.043\t6260\t100\t0.141\t0.089\t0.70\t0.10\t0.570\t0.029\t-0.749\t0.077\t\n",
"OGLE-LMC-RRLYR-05442\t0.566\t0.051\t0.684\t0.019\t1.633\t0.042\t6730\t100\t0.258\t0.087\t0.734\t0.098\t0.467\t0.028\t-0.470\t0.077\t\n",
"OGLE-LMC-RRLYR-05443\t0.571\t0.052\t0.665\t0.020\t1.561\t0.043\t6580\t110\t0.347\t0.089\t0.86\t0.10\t0.504\t0.031\t-0.431\t0.079\t\n",
"OGLE-LMC-RRLYR-05447\t0.565\t0.051\t0.733\t0.019\t1.711\t0.042\t6640\t100\t0.032\t0.087\t0.526\t0.098\t0.486\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-05450\t0.588\t0.051\t0.710\t0.019\t1.674\t0.042\t6700\t100\t0.148\t0.087\t0.634\t0.099\t0.476\t0.028\t-0.587\t0.077\t\n",
"OGLE-LMC-RRLYR-05453\t0.668\t0.052\t0.738\t0.020\t1.689\t0.042\t6510\t100\t0.097\t0.087\t0.609\t0.099\t0.515\t0.028\t-0.708\t0.079\t\n",
"OGLE-LMC-RRLYR-05454\t0.682\t0.050\t0.763\t0.019\t1.730\t0.042\t6480\t100\t0.001\t0.087\t0.527\t0.098\t0.523\t0.028\t-0.819\t0.077\t\n",
"OGLE-LMC-RRLYR-05460\t0.679\t0.050\t0.722\t0.019\t1.654\t0.042\t6510\t100\t0.204\t0.088\t0.72\t0.10\t0.520\t0.028\t-0.611\t0.078\t\n",
"OGLE-LMC-RRLYR-05462\t0.605\t0.051\t0.699\t0.019\t1.667\t0.042\t6750\t100\t0.168\t0.087\t0.645\t0.098\t0.466\t0.028\t-0.556\t0.078\t\n",
"OGLE-LMC-RRLYR-05465\t0.621\t0.053\t0.733\t0.020\t1.668\t0.043\t6480\t100\t0.118\t0.088\t0.64\t0.10\t0.526\t0.028\t-0.697\t0.079\t\n",
"OGLE-LMC-RRLYR-05466\t0.609\t0.050\t0.734\t0.019\t1.637\t0.042\t6400\t100\t0.188\t0.088\t0.71\t0.10\t0.535\t0.028\t-0.646\t0.077\t\n",
"OGLE-LMC-RRLYR-05467\t0.672\t0.051\t0.766\t0.019\t1.720\t0.042\t6430\t100\t0.000\t0.087\t0.526\t0.099\t0.534\t0.028\t-0.827\t0.078\t\n",
"OGLE-LMC-RRLYR-05470\t0.688\t0.050\t0.798\t0.019\t1.765\t0.042\t6355\t99\t-0.122\t0.087\t0.419\t0.099\t0.548\t0.028\t-0.974\t0.078\t\n",
"OGLE-LMC-RRLYR-05473\t0.604\t0.050\t0.728\t0.019\t1.686\t0.042\t6600\t100\t0.105\t0.087\t0.608\t0.098\t0.496\t0.028\t-0.664\t0.077\t\n",
"OGLE-LMC-RRLYR-05479\t0.689\t0.054\t0.755\t0.021\t1.616\t0.044\t6160\t100\t0.215\t0.092\t0.82\t0.10\t0.608\t0.029\t-0.717\t0.083\t\n",
"OGLE-LMC-RRLYR-05481\t0.589\t0.052\t0.691\t0.020\t1.671\t0.042\t6820\t100\t0.168\t0.088\t0.628\t0.099\t0.450\t0.028\t-0.528\t0.079\t\n",
"OGLE-LMC-RRLYR-05484\t0.656\t0.051\t0.731\t0.019\t1.665\t0.042\t6490\t100\t0.185\t0.087\t0.694\t0.099\t0.516\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-05485\t0.648\t0.050\t0.722\t0.019\t1.656\t0.042\t6520\t100\t0.193\t0.088\t0.70\t0.10\t0.512\t0.028\t-0.603\t0.078\t\n",
"OGLE-LMC-RRLYR-05488\t0.680\t0.052\t0.744\t0.019\t1.712\t0.042\t6550\t100\t0.057\t0.087\t0.560\t0.098\t0.507\t0.028\t-0.732\t0.078\t\n",
"OGLE-LMC-RRLYR-05494\t0.630\t0.053\t0.701\t0.020\t1.672\t0.042\t6740\t100\t0.156\t0.088\t0.638\t0.099\t0.467\t0.028\t-0.570\t0.079\t\n",
"OGLE-LMC-RRLYR-05504\t0.640\t0.050\t0.743\t0.019\t1.726\t0.042\t6640\t100\t0.007\t0.087\t0.509\t0.098\t0.493\t0.028\t-0.758\t0.077\t\n",
"OGLE-LMC-RRLYR-05505\t0.641\t0.050\t0.768\t0.019\t1.714\t0.042\t6410\t100\t0.000\t0.088\t0.526\t0.099\t0.530\t0.028\t-0.830\t0.077\t\n",
"OGLE-LMC-RRLYR-05509\t0.643\t0.051\t0.768\t0.019\t1.778\t0.042\t6640\t100\t-0.118\t0.088\t0.374\t0.099\t0.492\t0.028\t-0.879\t0.078\t\n",
"OGLE-LMC-RRLYR-05511\t0.620\t0.051\t0.722\t0.019\t1.662\t0.042\t6550\t100\t0.149\t0.087\t0.663\t0.099\t0.510\t0.028\t-0.643\t0.078\t\n",
"OGLE-LMC-RRLYR-05515\t0.547\t0.051\t0.673\t0.019\t1.606\t0.042\t6720\t100\t0.293\t0.088\t0.76\t0.10\t0.462\t0.029\t-0.425\t0.078\t\n",
"OGLE-LMC-RRLYR-05516\t0.686\t0.052\t0.794\t0.020\t1.787\t0.042\t6460\t100\t-0.158\t0.088\t0.374\t0.099\t0.529\t0.029\t-0.980\t0.082\t\n",
"OGLE-LMC-RRLYR-05519\t0.592\t0.050\t0.726\t0.019\t1.725\t0.042\t6770\t100\t0.026\t0.087\t0.496\t0.098\t0.463\t0.028\t-0.690\t0.077\t\n",
"OGLE-LMC-RRLYR-05521\t0.663\t0.050\t0.753\t0.019\t1.665\t0.042\t6340\t100\t0.128\t0.087\t0.669\t0.099\t0.553\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-05522\t0.599\t0.050\t0.703\t0.019\t1.657\t0.042\t6670\t100\t0.210\t0.087\t0.693\t0.099\t0.478\t0.028\t-0.534\t0.078\t\n",
"OGLE-LMC-RRLYR-05526\t0.684\t0.051\t0.759\t0.019\t1.692\t0.042\t6380\t100\t0.079\t0.087\t0.607\t0.099\t0.541\t0.028\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-05535\t0.594\t0.052\t0.733\t0.020\t1.696\t0.042\t6580\t100\t0.042\t0.089\t0.55\t0.10\t0.496\t0.029\t-0.732\t0.080\t\n",
"OGLE-LMC-RRLYR-05536\t0.626\t0.051\t0.717\t0.019\t1.680\t0.042\t6650\t100\t0.127\t0.088\t0.615\t0.099\t0.487\t0.028\t-0.629\t0.079\t\n",
"OGLE-LMC-RRLYR-05538\t0.713\t0.051\t0.758\t0.019\t1.701\t0.042\t6420\t100\t0.071\t0.087\t0.601\t0.099\t0.537\t0.028\t-0.768\t0.078\t\n",
"OGLE-LMC-RRLYR-05539\t0.714\t0.055\t0.758\t0.021\t1.705\t0.042\t6430\t100\t0.061\t0.089\t0.596\t0.099\t0.535\t0.029\t-0.775\t0.082\t\n",
"OGLE-LMC-RRLYR-05540\t0.742\t0.050\t0.802\t0.019\t1.764\t0.042\t6330\t100\t-0.102\t0.087\t0.437\t0.099\t0.552\t0.028\t-0.962\t0.077\t\n",
"OGLE-LMC-RRLYR-05544\t0.761\t0.050\t0.780\t0.019\t1.708\t0.042\t6290\t100\t0.056\t0.087\t0.604\t0.098\t0.560\t0.028\t-0.822\t0.077\t\n",
"OGLE-LMC-RRLYR-05547\t0.596\t0.050\t0.671\t0.019\t1.556\t0.042\t6520\t100\t0.401\t0.088\t0.90\t0.10\t0.515\t0.028\t-0.403\t0.078\t\n",
"OGLE-LMC-RRLYR-05549\t0.684\t0.051\t0.740\t0.019\t1.668\t0.042\t6420\t100\t0.135\t0.087\t0.670\t0.099\t0.538\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-05550\t0.763\t0.050\t0.773\t0.019\t1.704\t0.042\t6310\t100\t0.064\t0.087\t0.611\t0.099\t0.558\t0.028\t-0.805\t0.077\t\n",
"OGLE-LMC-RRLYR-05552\t0.663\t0.050\t0.736\t0.019\t1.700\t0.042\t6590\t100\t0.087\t0.087\t0.589\t0.098\t0.500\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-05555\t0.687\t0.050\t0.758\t0.019\t1.741\t0.042\t6570\t100\t-0.026\t0.087\t0.481\t0.098\t0.506\t0.028\t-0.813\t0.077\t\n",
"OGLE-LMC-RRLYR-05563\t0.586\t0.051\t0.703\t0.019\t1.649\t0.042\t6650\t100\t0.205\t0.087\t0.694\t0.099\t0.486\t0.028\t-0.551\t0.078\t\n",
"OGLE-LMC-RRLYR-05564\t0.657\t0.051\t0.743\t0.019\t1.692\t0.042\t6500\t100\t0.097\t0.087\t0.613\t0.099\t0.517\t0.028\t-0.711\t0.078\t\n",
"OGLE-LMC-RRLYR-05568\t0.624\t0.051\t0.718\t0.019\t1.674\t0.042\t6620\t100\t0.151\t0.087\t0.646\t0.098\t0.491\t0.028\t-0.612\t0.078\t\n",
"OGLE-LMC-RRLYR-05572\t0.579\t0.052\t0.725\t0.019\t1.665\t0.042\t6530\t100\t0.124\t0.088\t0.64\t0.10\t0.513\t0.028\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-05584\t0.666\t0.050\t0.769\t0.019\t1.717\t0.042\t6390\t100\t-0.003\t0.088\t0.52\t0.10\t0.540\t0.028\t-0.844\t0.078\t\n",
"OGLE-LMC-RRLYR-05592\t0.673\t0.051\t0.755\t0.020\t1.684\t0.042\t6390\t100\t0.098\t0.087\t0.631\t0.099\t0.542\t0.028\t-0.749\t0.079\t\n",
"OGLE-LMC-RRLYR-05593\t0.625\t0.051\t0.705\t0.019\t1.638\t0.042\t6560\t100\t0.209\t0.087\t0.730\t0.099\t0.508\t0.028\t-0.584\t0.078\t\n",
"OGLE-LMC-RRLYR-05594\t0.653\t0.051\t0.714\t0.019\t1.682\t0.042\t6680\t100\t0.144\t0.087\t0.631\t0.098\t0.481\t0.028\t-0.603\t0.077\t\n",
"OGLE-LMC-RRLYR-05596\t0.611\t0.051\t0.701\t0.019\t1.625\t0.043\t6560\t100\t0.225\t0.089\t0.73\t0.10\t0.502\t0.028\t-0.558\t0.078\t\n",
"OGLE-LMC-RRLYR-05598\t0.743\t0.050\t0.769\t0.019\t1.681\t0.042\t6270\t100\t0.110\t0.087\t0.669\t0.098\t0.568\t0.028\t-0.776\t0.077\t\n",
"OGLE-LMC-RRLYR-05601\t0.679\t0.050\t0.760\t0.019\t1.663\t0.042\t6272\t99\t0.117\t0.088\t0.67\t0.10\t0.568\t0.028\t-0.773\t0.077\t\n",
"OGLE-LMC-RRLYR-05611\t0.723\t0.051\t0.742\t0.019\t1.678\t0.042\t6450\t100\t0.160\t0.088\t0.682\t0.099\t0.529\t0.028\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-05612\t0.610\t0.050\t0.736\t0.019\t1.646\t0.042\t6430\t100\t0.159\t0.088\t0.69\t0.10\t0.531\t0.028\t-0.663\t0.077\t\n",
"OGLE-LMC-RRLYR-05614\t0.625\t0.051\t0.720\t0.019\t1.614\t0.042\t6400\t100\t0.223\t0.088\t0.78\t0.10\t0.550\t0.028\t-0.619\t0.078\t\n",
"OGLE-LMC-RRLYR-05615\t0.631\t0.052\t0.738\t0.020\t1.646\t0.043\t6370\t100\t0.181\t0.089\t0.71\t0.10\t0.544\t0.029\t-0.671\t0.079\t\n",
"OGLE-LMC-RRLYR-05617\t0.656\t0.054\t0.727\t0.020\t1.688\t0.043\t6600\t110\t0.104\t0.089\t0.60\t0.10\t0.498\t0.030\t-0.673\t0.083\t\n",
"OGLE-LMC-RRLYR-05619\t0.609\t0.051\t0.717\t0.019\t1.679\t0.042\t6660\t100\t0.136\t0.087\t0.630\t0.098\t0.484\t0.028\t-0.616\t0.078\t\n",
"OGLE-LMC-RRLYR-05622\t0.638\t0.050\t0.736\t0.019\t1.684\t0.042\t6520\t100\t0.104\t0.087\t0.612\t0.098\t0.512\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-05626\t0.608\t0.055\t0.723\t0.021\t1.631\t0.043\t6410\t110\t0.190\t0.089\t0.727\t0.099\t0.538\t0.029\t-0.649\t0.083\t\n",
"OGLE-LMC-RRLYR-05634\t0.649\t0.051\t0.778\t0.020\t1.741\t0.042\t6430\t100\t-0.047\t0.088\t0.46\t0.10\t0.521\t0.029\t-0.866\t0.078\t\n",
"OGLE-LMC-RRLYR-05636\t0.654\t0.051\t0.716\t0.019\t1.654\t0.042\t6570\t100\t0.215\t0.087\t0.722\t0.099\t0.503\t0.028\t-0.568\t0.078\t\n",
"OGLE-LMC-RRLYR-05638\t0.531\t0.049\t0.671\t0.019\t1.638\t0.041\t6847\t99\t0.247\t0.087\t0.699\t0.098\t0.445\t0.028\t-0.446\t0.077\t\n",
"OGLE-LMC-RRLYR-05640\t0.689\t0.051\t0.762\t0.019\t1.707\t0.042\t6410\t100\t0.044\t0.087\t0.561\t0.099\t0.533\t0.028\t-0.786\t0.078\t\n",
"OGLE-LMC-RRLYR-05641\t0.676\t0.050\t0.760\t0.019\t1.671\t0.042\t6310\t100\t0.096\t0.088\t0.65\t0.10\t0.558\t0.028\t-0.772\t0.077\t\n",
"OGLE-LMC-RRLYR-05646\t0.569\t0.058\t0.782\t0.022\t1.785\t0.043\t6550\t110\t-0.179\t0.090\t0.329\t0.099\t0.506\t0.031\t-0.959\t0.090\t\n",
"OGLE-LMC-RRLYR-05649\t0.617\t0.057\t0.724\t0.022\t1.660\t0.044\t6510\t110\t0.151\t0.091\t0.66\t0.10\t0.515\t0.030\t-0.656\t0.089\t\n",
"OGLE-LMC-RRLYR-05650\t0.625\t0.051\t0.743\t0.019\t1.719\t0.042\t6600\t100\t0.020\t0.087\t0.517\t0.099\t0.498\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-05652\t0.679\t0.062\t0.721\t0.022\t1.729\t0.044\t6770\t110\t0.052\t0.092\t0.51\t0.10\t0.456\t0.030\t-0.659\t0.088\t\n",
"OGLE-LMC-RRLYR-05655\t0.674\t0.053\t0.736\t0.020\t1.670\t0.043\t6460\t100\t0.140\t0.088\t0.65\t0.10\t0.526\t0.028\t-0.680\t0.079\t\n",
"OGLE-LMC-RRLYR-05656\t0.706\t0.050\t0.748\t0.019\t1.715\t0.043\t6580\t100\t0.025\t0.089\t0.50\t0.10\t0.473\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-05657\t0.553\t0.051\t0.685\t0.019\t1.610\t0.042\t6640\t100\t0.266\t0.087\t0.760\t0.099\t0.491\t0.028\t-0.493\t0.078\t\n",
"OGLE-LMC-RRLYR-05660\t0.685\t0.050\t0.775\t0.019\t1.764\t0.042\t6530\t100\t-0.087\t0.087\t0.442\t0.098\t0.518\t0.028\t-0.889\t0.077\t\n",
"OGLE-LMC-RRLYR-05665\t0.585\t0.060\t0.705\t0.022\t1.670\t0.043\t6720\t110\t0.143\t0.090\t0.63\t0.10\t0.474\t0.030\t-0.589\t0.086\t\n",
"OGLE-LMC-RRLYR-05667\t0.669\t0.052\t0.731\t0.020\t1.667\t0.042\t6500\t100\t0.158\t0.088\t0.67\t0.10\t0.518\t0.028\t-0.646\t0.079\t\n",
"OGLE-LMC-RRLYR-05669\t0.648\t0.050\t0.721\t0.019\t1.577\t0.043\t6270\t100\t0.317\t0.089\t0.88\t0.10\t0.573\t0.028\t-0.571\t0.078\t\n",
"OGLE-LMC-RRLYR-05671\t0.627\t0.053\t0.734\t0.020\t1.655\t0.042\t6430\t100\t0.154\t0.088\t0.681\t0.099\t0.533\t0.029\t-0.678\t0.079\t\n",
"OGLE-LMC-RRLYR-05673\t0.651\t0.051\t0.720\t0.019\t1.683\t0.042\t6650\t100\t0.123\t0.087\t0.622\t0.099\t0.490\t0.028\t-0.638\t0.078\t\n",
"OGLE-LMC-RRLYR-05676\t0.672\t0.061\t0.727\t0.022\t1.711\t0.043\t6680\t110\t0.072\t0.092\t0.56\t0.10\t0.483\t0.031\t-0.674\t0.090\t\n",
"OGLE-LMC-RRLYR-05680\t0.774\t0.050\t0.778\t0.019\t1.702\t0.042\t6272\t99\t0.044\t0.087\t0.604\t0.099\t0.571\t0.028\t-0.848\t0.077\t\n",
"OGLE-LMC-RRLYR-05690\t0.703\t0.052\t0.759\t0.020\t1.704\t0.042\t6420\t100\t0.062\t0.087\t0.594\t0.099\t0.535\t0.028\t-0.768\t0.079\t\n",
"OGLE-LMC-RRLYR-05691\t0.519\t0.050\t0.677\t0.019\t1.631\t0.042\t6750\t100\t0.201\t0.087\t0.682\t0.099\t0.460\t0.028\t-0.516\t0.077\t\n",
"OGLE-LMC-RRLYR-05693\t0.658\t0.051\t0.728\t0.019\t1.707\t0.042\t6670\t100\t0.076\t0.087\t0.569\t0.099\t0.483\t0.028\t-0.674\t0.078\t\n",
"OGLE-LMC-RRLYR-05694\t0.629\t0.052\t0.702\t0.019\t1.675\t0.042\t6750\t100\t0.159\t0.087\t0.637\t0.099\t0.467\t0.028\t-0.565\t0.079\t\n",
"OGLE-LMC-RRLYR-05698\t0.679\t0.050\t0.841\t0.019\t1.866\t0.043\t6410\t100\t-0.377\t0.089\t0.14\t0.10\t0.523\t0.029\t-1.190\t0.078\t\n",
"OGLE-LMC-RRLYR-05699\t0.607\t0.059\t0.714\t0.023\t1.677\t0.044\t6660\t110\t0.132\t0.092\t0.62\t0.10\t0.485\t0.031\t-0.623\t0.091\t\n",
"OGLE-LMC-RRLYR-05704\t0.665\t0.052\t0.727\t0.019\t1.649\t0.042\t6460\t100\t0.190\t0.087\t0.711\t0.099\t0.528\t0.028\t-0.629\t0.078\t\n",
"OGLE-LMC-RRLYR-05706\t0.743\t0.051\t0.756\t0.019\t1.719\t0.042\t6510\t100\t0.051\t0.087\t0.576\t0.098\t0.521\t0.028\t-0.761\t0.078\t\n",
"OGLE-LMC-RRLYR-05711\t0.587\t0.051\t0.685\t0.019\t1.603\t0.042\t6600\t100\t0.289\t0.088\t0.78\t0.10\t0.499\t0.029\t-0.483\t0.078\t\n",
"OGLE-LMC-RRLYR-05714\t0.736\t0.051\t0.759\t0.020\t1.724\t0.042\t6490\t100\t0.035\t0.087\t0.543\t0.099\t0.519\t0.028\t-0.773\t0.079\t\n",
"OGLE-LMC-RRLYR-05716\t0.651\t0.052\t0.752\t0.019\t1.761\t0.042\t6690\t100\t-0.060\t0.087\t0.429\t0.099\t0.481\t0.028\t-0.806\t0.079\t\n",
"OGLE-LMC-RRLYR-05719\t0.646\t0.051\t0.728\t0.019\t1.705\t0.042\t6670\t100\t0.074\t0.087\t0.574\t0.099\t0.485\t0.028\t-0.676\t0.079\t\n",
"OGLE-LMC-RRLYR-05721\t0.708\t0.053\t0.793\t0.020\t1.761\t0.043\t6380\t100\t-0.107\t0.088\t0.43\t0.10\t0.547\t0.029\t-0.954\t0.080\t\n",
"OGLE-LMC-RRLYR-05722\t0.657\t0.052\t0.736\t0.020\t1.700\t0.042\t6580\t100\t0.092\t0.088\t0.597\t0.099\t0.501\t0.028\t-0.690\t0.079\t\n",
"OGLE-LMC-RRLYR-05723\t0.726\t0.051\t0.780\t0.019\t1.742\t0.042\t6400\t100\t-0.036\t0.087\t0.493\t0.099\t0.538\t0.028\t-0.877\t0.078\t\n",
"OGLE-LMC-RRLYR-05728\t0.660\t0.050\t0.753\t0.019\t1.741\t0.042\t6610\t100\t0.000\t0.087\t0.505\t0.099\t0.493\t0.028\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-05731\t0.610\t0.051\t0.686\t0.019\t1.632\t0.042\t6710\t100\t0.247\t0.088\t0.728\t0.099\t0.475\t0.028\t-0.487\t0.078\t\n",
"OGLE-LMC-RRLYR-05732\t0.702\t0.053\t0.778\t0.020\t1.792\t0.043\t6610\t100\t-0.132\t0.088\t0.37\t0.10\t0.500\t0.029\t-0.908\t0.081\t\n",
"OGLE-LMC-RRLYR-05735\t0.569\t0.051\t0.690\t0.019\t1.672\t0.042\t6830\t100\t0.165\t0.087\t0.622\t0.098\t0.446\t0.028\t-0.523\t0.078\t\n",
"OGLE-LMC-RRLYR-05736\t0.722\t0.050\t0.757\t0.019\t1.733\t0.042\t6540\t100\t0.025\t0.087\t0.533\t0.098\t0.510\t0.028\t-0.769\t0.077\t\n",
"OGLE-LMC-RRLYR-05739\t0.704\t0.050\t0.780\t0.019\t1.726\t0.042\t6350\t100\t-0.011\t0.087\t0.525\t0.098\t0.547\t0.028\t-0.863\t0.077\t\n",
"OGLE-LMC-RRLYR-05743\t0.644\t0.050\t0.720\t0.019\t1.636\t0.042\t6450\t100\t0.188\t0.087\t0.732\t0.099\t0.536\t0.028\t-0.643\t0.078\t\n",
"OGLE-LMC-RRLYR-05746\t0.699\t0.050\t0.793\t0.019\t1.753\t0.042\t6350\t100\t-0.078\t0.087\t0.455\t0.099\t0.546\t0.028\t-0.930\t0.078\t\n",
"OGLE-LMC-RRLYR-05750\t0.638\t0.050\t0.746\t0.019\t1.628\t0.042\t6257\t99\t0.189\t0.087\t0.755\t0.099\t0.573\t0.028\t-0.708\t0.077\t\n",
"OGLE-LMC-RRLYR-05756\t0.651\t0.050\t0.746\t0.019\t1.651\t0.042\t6365\t99\t0.149\t0.088\t0.692\t0.099\t0.547\t0.028\t-0.703\t0.077\t\n",
"OGLE-LMC-RRLYR-05758\t0.603\t0.050\t0.761\t0.019\t1.679\t0.042\t6360\t100\t0.064\t0.088\t0.61\t0.10\t0.549\t0.028\t-0.786\t0.077\t\n",
"OGLE-LMC-RRLYR-05764\t0.522\t0.050\t0.664\t0.019\t1.626\t0.041\t6860\t100\t0.268\t0.087\t0.724\t0.098\t0.443\t0.028\t-0.419\t0.077\t\n",
"OGLE-LMC-RRLYR-05765\t0.689\t0.052\t0.751\t0.020\t1.711\t0.042\t6500\t100\t0.042\t0.088\t0.556\t0.099\t0.520\t0.028\t-0.768\t0.079\t\n",
"OGLE-LMC-RRLYR-05770\t0.661\t0.050\t0.780\t0.019\t1.715\t0.042\t6330\t99\t-0.005\t0.087\t0.539\t0.099\t0.554\t0.028\t-0.872\t0.077\t\n",
"OGLE-LMC-RRLYR-05773\t0.562\t0.050\t0.716\t0.019\t1.688\t0.042\t6710\t100\t0.092\t0.087\t0.579\t0.098\t0.475\t0.028\t-0.644\t0.077\t\n",
"OGLE-LMC-RRLYR-05776\t0.662\t0.050\t0.787\t0.019\t1.738\t0.042\t6340\t100\t-0.064\t0.087\t0.482\t0.098\t0.551\t0.028\t-0.921\t0.077\t\n",
"OGLE-LMC-RRLYR-05781\t0.703\t0.051\t0.787\t0.019\t1.753\t0.042\t6390\t100\t-0.090\t0.088\t0.45\t0.10\t0.546\t0.028\t-0.933\t0.078\t\n",
"OGLE-LMC-RRLYR-05782\t0.625\t0.052\t0.713\t0.019\t1.670\t0.042\t6660\t100\t0.144\t0.088\t0.638\t0.099\t0.488\t0.028\t-0.613\t0.079\t\n",
"OGLE-LMC-RRLYR-05783\t0.630\t0.056\t0.720\t0.021\t1.666\t0.044\t6580\t110\t0.167\t0.091\t0.67\t0.10\t0.502\t0.030\t-0.616\t0.083\t\n",
"OGLE-LMC-RRLYR-05786\t0.649\t0.051\t0.743\t0.019\t1.671\t0.042\t6430\t100\t0.122\t0.087\t0.646\t0.099\t0.533\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-05788\t0.648\t0.050\t0.757\t0.019\t1.665\t0.042\t6334\t99\t0.105\t0.087\t0.655\t0.099\t0.553\t0.028\t-0.756\t0.077\t\n",
"OGLE-LMC-RRLYR-05789\t0.628\t0.052\t0.738\t0.020\t1.594\t0.043\t6170\t100\t0.225\t0.089\t0.82\t0.10\t0.597\t0.029\t-0.698\t0.080\t\n",
"OGLE-LMC-RRLYR-05795\t0.645\t0.051\t0.735\t0.019\t1.684\t0.042\t6520\t100\t0.095\t0.087\t0.623\t0.099\t0.516\t0.028\t-0.700\t0.078\t\n",
"OGLE-LMC-RRLYR-05796\t0.590\t0.051\t0.699\t0.019\t1.644\t0.042\t6670\t100\t0.194\t0.087\t0.690\t0.098\t0.486\t0.028\t-0.560\t0.078\t\n",
"OGLE-LMC-RRLYR-05801\t0.649\t0.051\t0.730\t0.019\t1.678\t0.042\t6540\t100\t0.129\t0.087\t0.640\t0.099\t0.511\t0.028\t-0.668\t0.078\t\n",
"OGLE-LMC-RRLYR-05803\t0.739\t0.050\t0.803\t0.019\t1.760\t0.042\t6312\t99\t-0.087\t0.087\t0.457\t0.099\t0.556\t0.028\t-0.957\t0.078\t\n",
"OGLE-LMC-RRLYR-05804\t0.637\t0.051\t0.753\t0.019\t1.766\t0.042\t6710\t100\t-0.066\t0.087\t0.418\t0.098\t0.477\t0.028\t-0.805\t0.079\t\n",
"OGLE-LMC-RRLYR-05806\t0.654\t0.053\t0.742\t0.020\t1.646\t0.042\t6360\t100\t0.135\t0.088\t0.709\t0.099\t0.562\t0.029\t-0.724\t0.080\t\n",
"OGLE-LMC-RRLYR-05808\t0.694\t0.050\t0.755\t0.019\t1.664\t0.042\t6317\t99\t0.142\t0.087\t0.689\t0.099\t0.557\t0.028\t-0.730\t0.077\t\n",
"OGLE-LMC-RRLYR-05809\t0.658\t0.052\t0.761\t0.020\t1.724\t0.042\t6480\t100\t-0.010\t0.088\t0.512\t0.099\t0.525\t0.028\t-0.826\t0.081\t\n",
"OGLE-LMC-RRLYR-05812\t0.560\t0.051\t0.685\t0.019\t1.621\t0.042\t6670\t100\t0.267\t0.087\t0.752\t0.099\t0.480\t0.028\t-0.479\t0.078\t\n",
"OGLE-LMC-RRLYR-05813\t0.635\t0.051\t0.735\t0.019\t1.636\t0.042\t6340\t100\t0.185\t0.088\t0.72\t0.10\t0.552\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-05816\t0.622\t0.052\t0.722\t0.019\t1.667\t0.042\t6570\t100\t0.140\t0.088\t0.648\t0.099\t0.506\t0.028\t-0.645\t0.078\t\n",
"OGLE-LMC-RRLYR-05817\t0.594\t0.049\t0.725\t0.019\t1.731\t0.041\t6790\t100\t0.017\t0.087\t0.480\t0.098\t0.460\t0.028\t-0.695\t0.077\t\n",
"OGLE-LMC-RRLYR-05820\t0.652\t0.051\t0.739\t0.019\t1.734\t0.042\t6700\t100\t0.001\t0.087\t0.489\t0.098\t0.480\t0.028\t-0.740\t0.078\t\n",
"OGLE-LMC-RRLYR-05824\t0.624\t0.051\t0.773\t0.019\t1.779\t0.042\t6610\t100\t-0.140\t0.087\t0.371\t0.099\t0.502\t0.028\t-0.919\t0.079\t\n",
"OGLE-LMC-RRLYR-05825\t0.760\t0.051\t0.762\t0.019\t1.706\t0.042\t6400\t100\t0.080\t0.087\t0.613\t0.099\t0.541\t0.028\t-0.766\t0.078\t\n",
"OGLE-LMC-RRLYR-05831\t0.675\t0.050\t0.815\t0.019\t1.792\t0.042\t6339\t99\t-0.186\t0.088\t0.354\t0.099\t0.550\t0.028\t-1.047\t0.078\t\n",
"OGLE-LMC-RRLYR-05833\t0.585\t0.052\t0.710\t0.020\t1.655\t0.042\t6610\t100\t0.170\t0.088\t0.667\t0.099\t0.496\t0.028\t-0.600\t0.079\t\n",
"OGLE-LMC-RRLYR-05834\t0.640\t0.051\t0.756\t0.019\t1.752\t0.042\t6630\t100\t-0.055\t0.087\t0.441\t0.098\t0.493\t0.028\t-0.822\t0.079\t\n",
"OGLE-LMC-RRLYR-05837\t0.573\t0.052\t0.727\t0.020\t1.739\t0.042\t6800\t100\t0.011\t0.088\t0.477\t0.099\t0.454\t0.029\t-0.691\t0.081\t\n",
"OGLE-LMC-RRLYR-05838\t0.703\t0.051\t0.800\t0.019\t1.801\t0.042\t6490\t100\t-0.190\t0.087\t0.347\t0.099\t0.529\t0.028\t-1.012\t0.079\t\n",
"OGLE-LMC-RRLYR-05845\t0.550\t0.052\t0.693\t0.020\t1.638\t0.042\t6690\t100\t0.219\t0.088\t0.708\t0.099\t0.478\t0.028\t-0.522\t0.079\t\n",
"OGLE-LMC-RRLYR-05846\t0.578\t0.050\t0.731\t0.019\t1.725\t0.042\t6720\t100\t0.013\t0.087\t0.494\t0.098\t0.471\t0.028\t-0.719\t0.078\t\n",
"OGLE-LMC-RRLYR-05847\t0.664\t0.051\t0.732\t0.019\t1.657\t0.042\t6460\t100\t0.177\t0.087\t0.704\t0.099\t0.529\t0.028\t-0.648\t0.078\t\n",
"OGLE-LMC-RRLYR-05848\t0.589\t0.049\t0.727\t0.019\t1.570\t0.042\t6196\t99\t0.295\t0.087\t0.888\t0.099\t0.594\t0.028\t-0.631\t0.077\t\n",
"OGLE-LMC-RRLYR-05849\t0.641\t0.052\t0.744\t0.020\t1.705\t0.042\t6540\t100\t0.056\t0.088\t0.570\t0.099\t0.510\t0.028\t-0.738\t0.079\t\n",
"OGLE-LMC-RRLYR-05857\t0.635\t0.050\t0.747\t0.019\t1.637\t0.042\t6300\t99\t0.177\t0.087\t0.733\t0.099\t0.564\t0.028\t-0.702\t0.077\t\n",
"OGLE-LMC-RRLYR-05858\t0.688\t0.050\t0.756\t0.019\t1.672\t0.042\t6320\t100\t0.109\t0.088\t0.65\t0.10\t0.554\t0.028\t-0.756\t0.077\t\n",
"OGLE-LMC-RRLYR-05860\t0.666\t0.051\t0.732\t0.020\t1.693\t0.042\t6590\t100\t0.102\t0.088\t0.59\t0.10\t0.487\t0.028\t-0.656\t0.079\t\n",
"OGLE-LMC-RRLYR-05867\t0.591\t0.052\t0.667\t0.019\t1.535\t0.042\t6470\t100\t0.438\t0.087\t0.963\t0.099\t0.528\t0.028\t-0.386\t0.078\t\n",
"OGLE-LMC-RRLYR-05871\t0.615\t0.051\t0.719\t0.019\t1.666\t0.042\t6600\t100\t0.131\t0.087\t0.647\t0.098\t0.503\t0.028\t-0.645\t0.078\t\n",
"OGLE-LMC-RRLYR-05873\t0.562\t0.050\t0.697\t0.019\t1.689\t0.042\t6850\t100\t0.123\t0.087\t0.577\t0.098\t0.443\t0.028\t-0.561\t0.078\t\n",
"OGLE-LMC-RRLYR-05874\t0.629\t0.050\t0.735\t0.019\t1.716\t0.042\t6660\t100\t0.035\t0.087\t0.526\t0.099\t0.487\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-05877\t0.703\t0.051\t0.757\t0.019\t1.697\t0.042\t6400\t100\t0.063\t0.087\t0.602\t0.098\t0.542\t0.028\t-0.787\t0.078\t\n",
"OGLE-LMC-RRLYR-05878\t0.631\t0.051\t0.712\t0.019\t1.679\t0.042\t6690\t100\t0.154\t0.087\t0.639\t0.099\t0.477\t0.028\t-0.584\t0.077\t\n",
"OGLE-LMC-RRLYR-05881\t0.599\t0.054\t0.699\t0.020\t1.673\t0.042\t6760\t100\t0.154\t0.088\t0.630\t0.099\t0.463\t0.029\t-0.566\t0.081\t\n",
"OGLE-LMC-RRLYR-05882\t0.677\t0.050\t0.731\t0.019\t1.684\t0.042\t6560\t100\t0.138\t0.088\t0.63\t0.10\t0.495\t0.028\t-0.633\t0.078\t\n",
"OGLE-LMC-RRLYR-05883\t0.649\t0.053\t0.730\t0.020\t1.666\t0.043\t6510\t100\t0.144\t0.089\t0.65\t0.10\t0.515\t0.029\t-0.649\t0.080\t\n",
"OGLE-LMC-RRLYR-05884\t0.598\t0.050\t0.680\t0.019\t1.573\t0.042\t6510\t100\t0.326\t0.087\t0.850\t0.099\t0.515\t0.028\t-0.476\t0.077\t\n",
"OGLE-LMC-RRLYR-05886\t0.584\t0.051\t0.703\t0.019\t1.652\t0.042\t6670\t100\t0.195\t0.087\t0.687\t0.098\t0.482\t0.028\t-0.549\t0.078\t\n",
"OGLE-LMC-RRLYR-05887\t0.672\t0.050\t0.779\t0.019\t1.786\t0.042\t6590\t100\t-0.134\t0.087\t0.375\t0.098\t0.504\t0.028\t-0.914\t0.078\t\n",
"OGLE-LMC-RRLYR-05888\t0.647\t0.050\t0.771\t0.019\t1.778\t0.042\t6620\t100\t-0.124\t0.087\t0.379\t0.099\t0.498\t0.028\t-0.894\t0.078\t\n",
"OGLE-LMC-RRLYR-05890\t0.678\t0.051\t0.742\t0.019\t1.680\t0.042\t6460\t100\t0.126\t0.087\t0.638\t0.099\t0.524\t0.028\t-0.691\t0.078\t\n",
"OGLE-LMC-RRLYR-05891\t0.659\t0.050\t0.775\t0.019\t1.701\t0.042\t6306\t99\t0.028\t0.087\t0.580\t0.099\t0.559\t0.028\t-0.843\t0.077\t\n",
"OGLE-LMC-RRLYR-05892\t0.688\t0.050\t0.744\t0.019\t1.709\t0.042\t6560\t100\t0.051\t0.087\t0.564\t0.099\t0.510\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-05895\t0.554\t0.051\t0.679\t0.020\t1.632\t0.042\t6760\t100\t0.263\t0.088\t0.730\t0.099\t0.459\t0.028\t-0.454\t0.079\t\n",
"OGLE-LMC-RRLYR-05899\t0.606\t0.051\t0.693\t0.019\t1.632\t0.042\t6640\t100\t0.225\t0.088\t0.71\t0.10\t0.477\t0.028\t-0.524\t0.078\t\n",
"OGLE-LMC-RRLYR-05903\t0.633\t0.050\t0.734\t0.019\t1.667\t0.042\t6480\t100\t0.149\t0.087\t0.663\t0.098\t0.521\t0.028\t-0.664\t0.077\t\n",
"OGLE-LMC-RRLYR-05904\t0.626\t0.051\t0.715\t0.019\t1.672\t0.042\t6650\t100\t0.159\t0.087\t0.658\t0.099\t0.487\t0.028\t-0.594\t0.078\t\n",
"OGLE-LMC-RRLYR-05906\t0.633\t0.054\t0.720\t0.020\t1.670\t0.043\t6580\t100\t0.172\t0.090\t0.66\t0.10\t0.495\t0.029\t-0.603\t0.082\t\n",
"OGLE-LMC-RRLYR-05907\t0.653\t0.050\t0.773\t0.019\t1.764\t0.042\t6550\t100\t-0.083\t0.087\t0.441\t0.098\t0.510\t0.028\t-0.874\t0.077\t\n",
"OGLE-LMC-RRLYR-05908\t0.632\t0.050\t0.726\t0.019\t1.683\t0.042\t6610\t100\t0.105\t0.087\t0.608\t0.098\t0.498\t0.028\t-0.668\t0.078\t\n",
"OGLE-LMC-RRLYR-05910\t0.637\t0.051\t0.733\t0.019\t1.663\t0.042\t6470\t100\t0.146\t0.087\t0.662\t0.099\t0.525\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-05912\t0.638\t0.056\t0.737\t0.021\t1.648\t0.044\t6380\t100\t0.156\t0.091\t0.70\t0.10\t0.548\t0.029\t-0.697\t0.084\t\n",
"OGLE-LMC-RRLYR-05919\t0.630\t0.051\t0.710\t0.019\t1.672\t0.042\t6680\t100\t0.153\t0.087\t0.641\t0.099\t0.481\t0.028\t-0.594\t0.078\t\n",
"OGLE-LMC-RRLYR-05921\t0.739\t0.051\t0.770\t0.020\t1.719\t0.042\t6400\t100\t0.039\t0.087\t0.561\t0.099\t0.537\t0.028\t-0.800\t0.078\t\n",
"OGLE-LMC-RRLYR-05923\t0.675\t0.050\t0.773\t0.019\t1.694\t0.042\t6300\t100\t0.052\t0.087\t0.606\t0.099\t0.563\t0.028\t-0.823\t0.077\t\n",
"OGLE-LMC-RRLYR-05924\t0.677\t0.050\t0.754\t0.019\t1.660\t0.042\t6310\t100\t0.148\t0.088\t0.693\t0.099\t0.559\t0.028\t-0.725\t0.078\t\n",
"OGLE-LMC-RRLYR-05926\t0.643\t0.051\t0.728\t0.019\t1.692\t0.042\t6620\t100\t0.093\t0.087\t0.603\t0.099\t0.497\t0.028\t-0.677\t0.078\t\n",
"OGLE-LMC-RRLYR-05928\t0.577\t0.052\t0.674\t0.019\t1.572\t0.042\t6570\t100\t0.354\t0.088\t0.864\t0.099\t0.508\t0.028\t-0.432\t0.078\t\n",
"OGLE-LMC-RRLYR-05930\t0.590\t0.051\t0.736\t0.019\t1.715\t0.042\t6640\t100\t0.020\t0.087\t0.515\t0.098\t0.487\t0.028\t-0.735\t0.078\t\n",
"OGLE-LMC-RRLYR-05933\t0.633\t0.051\t0.715\t0.019\t1.616\t0.042\t6440\t100\t0.271\t0.087\t0.794\t0.099\t0.531\t0.028\t-0.557\t0.078\t\n",
"OGLE-LMC-RRLYR-05935\t0.601\t0.050\t0.737\t0.019\t1.665\t0.043\t6480\t100\t0.119\t0.089\t0.63\t0.10\t0.511\t0.029\t-0.677\t0.077\t\n",
"OGLE-LMC-RRLYR-05938\t0.661\t0.050\t0.785\t0.019\t1.784\t0.042\t6530\t100\t-0.157\t0.087\t0.370\t0.098\t0.519\t0.028\t-0.962\t0.077\t\n",
"OGLE-LMC-RRLYR-05939\t0.570\t0.050\t0.665\t0.019\t1.550\t0.042\t6570\t100\t0.364\t0.088\t0.87\t0.10\t0.505\t0.028\t-0.417\t0.077\t\n",
"OGLE-LMC-RRLYR-05940\t0.617\t0.050\t0.714\t0.019\t1.686\t0.042\t6710\t100\t0.138\t0.087\t0.624\t0.098\t0.473\t0.028\t-0.595\t0.077\t\n",
"OGLE-LMC-RRLYR-05941\t0.766\t0.052\t0.787\t0.020\t1.723\t0.043\t6290\t100\t0.013\t0.089\t0.56\t0.10\t0.560\t0.028\t-0.857\t0.080\t\n",
"OGLE-LMC-RRLYR-05944\t0.665\t0.050\t0.748\t0.019\t1.681\t0.042\t6420\t100\t0.109\t0.087\t0.633\t0.099\t0.533\t0.028\t-0.720\t0.078\t\n",
"OGLE-LMC-RRLYR-05948\t0.566\t0.050\t0.693\t0.019\t1.668\t0.042\t6800\t100\t0.160\t0.087\t0.620\t0.098\t0.455\t0.028\t-0.546\t0.078\t\n",
"OGLE-LMC-RRLYR-05951\t0.533\t0.049\t0.695\t0.019\t1.662\t0.041\t6760\t100\t0.160\t0.087\t0.636\t0.098\t0.462\t0.028\t-0.557\t0.077\t\n",
"OGLE-LMC-RRLYR-05954\t0.563\t0.059\t0.687\t0.022\t1.637\t0.045\t6720\t110\t0.222\t0.093\t0.69\t0.10\t0.472\t0.030\t-0.510\t0.087\t\n",
"OGLE-LMC-RRLYR-05960\t0.617\t0.051\t0.750\t0.019\t1.726\t0.042\t6580\t100\t-0.010\t0.087\t0.496\t0.099\t0.504\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-05963\t0.688\t0.051\t0.780\t0.019\t1.724\t0.042\t6350\t100\t-0.011\t0.088\t0.528\t0.099\t0.549\t0.028\t-0.871\t0.078\t\n",
"OGLE-LMC-RRLYR-05964\t0.625\t0.051\t0.724\t0.019\t1.651\t0.042\t6480\t100\t0.170\t0.087\t0.692\t0.098\t0.524\t0.028\t-0.649\t0.078\t\n",
"OGLE-LMC-RRLYR-05967\t0.707\t0.050\t0.762\t0.019\t1.674\t0.042\t6290\t100\t0.100\t0.087\t0.66\t0.10\t0.566\t0.028\t-0.782\t0.077\t\n",
"OGLE-LMC-RRLYR-05969\t0.610\t0.050\t0.770\t0.019\t1.746\t0.042\t6500\t100\t-0.076\t0.087\t0.433\t0.099\t0.515\t0.028\t-0.875\t0.078\t\n",
"OGLE-LMC-RRLYR-05970\t0.611\t0.051\t0.759\t0.019\t1.722\t0.042\t6490\t100\t-0.021\t0.088\t0.502\t0.099\t0.523\t0.028\t-0.829\t0.079\t\n",
"OGLE-LMC-RRLYR-05978\t0.753\t0.050\t0.764\t0.019\t1.703\t0.042\t6380\t100\t0.081\t0.087\t0.615\t0.098\t0.544\t0.028\t-0.767\t0.077\t\n",
"OGLE-LMC-RRLYR-05981\t0.635\t0.050\t0.730\t0.019\t1.667\t0.042\t6510\t100\t0.153\t0.087\t0.656\t0.099\t0.513\t0.028\t-0.647\t0.077\t\n",
"OGLE-LMC-RRLYR-05982\t0.667\t0.056\t0.739\t0.021\t1.735\t0.042\t6690\t110\t0.015\t0.089\t0.509\t0.099\t0.481\t0.029\t-0.730\t0.082\t\n",
"OGLE-LMC-RRLYR-05983\t0.562\t0.051\t0.694\t0.019\t1.644\t0.042\t6710\t100\t0.198\t0.087\t0.686\t0.099\t0.476\t0.028\t-0.540\t0.078\t\n",
"OGLE-LMC-RRLYR-05989\t0.629\t0.051\t0.719\t0.019\t1.697\t0.042\t6700\t100\t0.095\t0.087\t0.577\t0.099\t0.475\t0.028\t-0.637\t0.078\t\n",
"OGLE-LMC-RRLYR-05992\t0.729\t0.055\t0.755\t0.021\t1.668\t0.043\t6320\t100\t0.138\t0.089\t0.68\t0.10\t0.558\t0.029\t-0.732\t0.081\t\n",
"OGLE-LMC-RRLYR-05993\t0.620\t0.050\t0.711\t0.019\t1.652\t0.042\t6590\t100\t0.209\t0.087\t0.704\t0.098\t0.499\t0.028\t-0.568\t0.078\t\n",
"OGLE-LMC-RRLYR-05994\t0.641\t0.052\t0.751\t0.019\t1.714\t0.042\t6540\t100\t0.016\t0.087\t0.554\t0.099\t0.519\t0.028\t-0.784\t0.078\t\n",
"OGLE-LMC-RRLYR-05996\t0.654\t0.051\t0.714\t0.019\t1.664\t0.042\t6620\t100\t0.210\t0.087\t0.705\t0.099\t0.490\t0.028\t-0.555\t0.078\t\n",
"OGLE-LMC-RRLYR-05998\t0.647\t0.053\t0.710\t0.020\t1.679\t0.042\t6690\t100\t0.148\t0.088\t0.643\t0.099\t0.480\t0.028\t-0.600\t0.080\t\n",
"OGLE-LMC-RRLYR-06003\t0.640\t0.059\t0.712\t0.021\t1.681\t0.043\t6700\t100\t0.134\t0.090\t0.62\t0.10\t0.479\t0.029\t-0.604\t0.084\t\n",
"OGLE-LMC-RRLYR-06004\t0.661\t0.051\t0.732\t0.019\t1.668\t0.042\t6490\t100\t0.159\t0.087\t0.671\t0.099\t0.519\t0.028\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-06008\t0.649\t0.049\t0.753\t0.019\t1.663\t0.042\t6370\t100\t0.123\t0.088\t0.66\t0.10\t0.545\t0.028\t-0.723\t0.077\t\n",
"OGLE-LMC-RRLYR-06012\t0.641\t0.051\t0.725\t0.019\t1.685\t0.042\t6620\t100\t0.109\t0.087\t0.615\t0.098\t0.497\t0.028\t-0.661\t0.077\t\n",
"OGLE-LMC-RRLYR-06014\t0.639\t0.051\t0.726\t0.019\t1.693\t0.042\t6640\t100\t0.093\t0.087\t0.593\t0.099\t0.491\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-06015\t0.596\t0.050\t0.734\t0.019\t1.635\t0.042\t6400\t100\t0.182\t0.088\t0.71\t0.10\t0.538\t0.028\t-0.658\t0.077\t\n",
"OGLE-LMC-RRLYR-06019\t0.664\t0.051\t0.742\t0.019\t1.681\t0.042\t6470\t100\t0.132\t0.087\t0.643\t0.099\t0.521\t0.028\t-0.682\t0.078\t\n",
"OGLE-LMC-RRLYR-06021\t0.653\t0.049\t0.749\t0.019\t1.640\t0.042\t6283\t99\t0.162\t0.087\t0.723\t0.099\t0.566\t0.028\t-0.726\t0.077\t\n",
"OGLE-LMC-RRLYR-06023\t0.622\t0.058\t0.726\t0.022\t1.668\t0.044\t6530\t110\t0.146\t0.090\t0.65\t0.10\t0.510\t0.029\t-0.648\t0.086\t\n",
"OGLE-LMC-RRLYR-06036\t0.625\t0.050\t0.719\t0.019\t1.691\t0.042\t6690\t100\t0.102\t0.087\t0.590\t0.098\t0.481\t0.028\t-0.644\t0.077\t\n",
"OGLE-LMC-RRLYR-06040\t0.523\t0.049\t0.673\t0.019\t1.657\t0.042\t6900\t100\t0.198\t0.087\t0.636\t0.098\t0.424\t0.028\t-0.458\t0.077\t\n",
"OGLE-LMC-RRLYR-06049\t0.705\t0.050\t0.765\t0.019\t1.696\t0.042\t6340\t100\t0.060\t0.087\t0.596\t0.099\t0.550\t0.028\t-0.796\t0.078\t\n",
"OGLE-LMC-RRLYR-06054\t0.668\t0.051\t0.746\t0.019\t1.676\t0.042\t6420\t100\t0.115\t0.087\t0.635\t0.099\t0.535\t0.028\t-0.719\t0.078\t\n",
"OGLE-LMC-RRLYR-06055\t0.566\t0.050\t0.697\t0.019\t1.601\t0.042\t6530\t100\t0.226\t0.088\t0.75\t0.10\t0.517\t0.029\t-0.567\t0.078\t\n",
"OGLE-LMC-RRLYR-06057\t0.668\t0.050\t0.759\t0.019\t1.723\t0.042\t6500\t100\t0.011\t0.087\t0.529\t0.098\t0.519\t0.028\t-0.794\t0.077\t\n",
"OGLE-LMC-RRLYR-06060\t0.623\t0.052\t0.712\t0.020\t1.650\t0.042\t6570\t100\t0.182\t0.088\t0.687\t0.099\t0.504\t0.028\t-0.604\t0.079\t\n",
"OGLE-LMC-RRLYR-06061\t0.569\t0.050\t0.714\t0.019\t1.684\t0.042\t6700\t100\t0.099\t0.087\t0.584\t0.098\t0.476\t0.028\t-0.636\t0.077\t\n",
"OGLE-LMC-RRLYR-06062\t0.555\t0.050\t0.703\t0.019\t1.653\t0.042\t6670\t100\t0.181\t0.087\t0.674\t0.098\t0.482\t0.028\t-0.567\t0.077\t\n",
"OGLE-LMC-RRLYR-06063\t0.643\t0.050\t0.748\t0.019\t1.634\t0.042\t6280\t100\t0.180\t0.088\t0.74\t0.10\t0.567\t0.028\t-0.702\t0.077\t\n",
"OGLE-LMC-RRLYR-06065\t0.580\t0.051\t0.709\t0.019\t1.682\t0.042\t6730\t100\t0.119\t0.087\t0.597\t0.098\t0.469\t0.028\t-0.609\t0.078\t\n",
"OGLE-LMC-RRLYR-06066\t0.687\t0.052\t0.732\t0.020\t1.687\t0.043\t6550\t100\t0.109\t0.090\t0.60\t0.10\t0.494\t0.029\t-0.666\t0.080\t\n",
"OGLE-LMC-RRLYR-06074\t0.605\t0.051\t0.693\t0.019\t1.644\t0.042\t6700\t100\t0.224\t0.087\t0.709\t0.098\t0.475\t0.028\t-0.511\t0.078\t\n",
"OGLE-LMC-RRLYR-06075\t0.629\t0.052\t0.709\t0.019\t1.671\t0.042\t6680\t100\t0.155\t0.087\t0.650\t0.099\t0.482\t0.028\t-0.594\t0.079\t\n",
"OGLE-LMC-RRLYR-06077\t0.681\t0.051\t0.742\t0.019\t1.668\t0.042\t6420\t100\t0.153\t0.087\t0.682\t0.099\t0.536\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-06078\t0.523\t0.050\t0.656\t0.019\t1.602\t0.042\t6790\t100\t0.307\t0.087\t0.770\t0.099\t0.445\t0.028\t-0.391\t0.077\t\n",
"OGLE-LMC-RRLYR-06079\t0.625\t0.050\t0.692\t0.019\t1.565\t0.042\t6410\t100\t0.379\t0.087\t0.911\t0.099\t0.539\t0.028\t-0.461\t0.078\t\n",
"OGLE-LMC-RRLYR-06082\t0.616\t0.051\t0.714\t0.019\t1.688\t0.042\t6710\t100\t0.120\t0.087\t0.607\t0.098\t0.475\t0.028\t-0.616\t0.078\t\n",
"OGLE-LMC-RRLYR-06083\t0.645\t0.050\t0.784\t0.019\t1.724\t0.042\t6340\t100\t-0.027\t0.088\t0.51\t0.10\t0.549\t0.028\t-0.887\t0.077\t\n",
"OGLE-LMC-RRLYR-06085\t0.737\t0.051\t0.772\t0.019\t1.723\t0.042\t6400\t100\t0.018\t0.087\t0.557\t0.099\t0.543\t0.028\t-0.829\t0.078\t\n",
"OGLE-LMC-RRLYR-06088\t0.597\t0.050\t0.709\t0.019\t1.645\t0.042\t6580\t100\t0.206\t0.087\t0.698\t0.098\t0.498\t0.028\t-0.571\t0.077\t\n",
"OGLE-LMC-RRLYR-06092\t0.713\t0.052\t0.746\t0.019\t1.747\t0.042\t6680\t100\t-0.008\t0.087\t0.477\t0.099\t0.482\t0.028\t-0.754\t0.079\t\n",
"OGLE-LMC-RRLYR-06095\t0.690\t0.055\t0.732\t0.020\t1.685\t0.043\t6560\t100\t0.138\t0.088\t0.650\t0.099\t0.507\t0.029\t-0.649\t0.081\t\n",
"OGLE-LMC-RRLYR-06099\t0.666\t0.054\t0.779\t0.020\t1.794\t0.043\t6610\t100\t-0.154\t0.089\t0.34\t0.10\t0.500\t0.029\t-0.924\t0.080\t\n",
"OGLE-LMC-RRLYR-06100\t0.563\t0.057\t0.727\t0.021\t1.712\t0.043\t6710\t110\t0.030\t0.090\t0.515\t0.099\t0.477\t0.030\t-0.710\t0.086\t\n",
"OGLE-LMC-RRLYR-06101\t0.541\t0.054\t0.706\t0.020\t1.656\t0.042\t6660\t100\t0.159\t0.087\t0.657\t0.099\t0.484\t0.029\t-0.591\t0.080\t\n",
"OGLE-LMC-RRLYR-06110\t0.658\t0.050\t0.727\t0.019\t1.670\t0.042\t6550\t100\t0.120\t0.087\t0.646\t0.099\t0.514\t0.028\t-0.676\t0.077\t\n",
"OGLE-LMC-RRLYR-06111\t0.615\t0.053\t0.738\t0.020\t1.690\t0.043\t6530\t100\t0.063\t0.089\t0.58\t0.10\t0.515\t0.029\t-0.734\t0.081\t\n",
"OGLE-LMC-RRLYR-06114\t0.603\t0.051\t0.708\t0.019\t1.669\t0.042\t6690\t100\t0.149\t0.087\t0.641\t0.098\t0.480\t0.028\t-0.595\t0.078\t\n",
"OGLE-LMC-RRLYR-06115\t0.657\t0.052\t0.741\t0.019\t1.696\t0.042\t6540\t100\t0.083\t0.087\t0.603\t0.098\t0.513\t0.028\t-0.714\t0.078\t\n",
"OGLE-LMC-RRLYR-06116\t0.619\t0.050\t0.710\t0.019\t1.657\t0.042\t6620\t100\t0.206\t0.087\t0.701\t0.099\t0.491\t0.028\t-0.560\t0.078\t\n",
"OGLE-LMC-RRLYR-06118\t0.577\t0.050\t0.741\t0.019\t1.746\t0.042\t6720\t100\t-0.042\t0.087\t0.432\t0.099\t0.472\t0.029\t-0.773\t0.078\t\n",
"OGLE-LMC-RRLYR-06119\t0.630\t0.050\t0.724\t0.019\t1.670\t0.042\t6570\t100\t0.128\t0.087\t0.638\t0.099\t0.507\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-06120\t0.662\t0.052\t0.739\t0.020\t1.653\t0.042\t6380\t100\t0.175\t0.088\t0.70\t0.10\t0.542\t0.029\t-0.668\t0.080\t\n",
"OGLE-LMC-RRLYR-06121\t0.651\t0.051\t0.792\t0.019\t1.727\t0.042\t6286\t99\t-0.053\t0.087\t0.512\t0.099\t0.567\t0.028\t-0.931\t0.077\t\n",
"OGLE-LMC-RRLYR-06122\t0.724\t0.050\t0.744\t0.019\t1.602\t0.042\t6170\t99\t0.280\t0.087\t0.866\t0.098\t0.596\t0.028\t-0.655\t0.077\t\n",
"OGLE-LMC-RRLYR-06125\t0.696\t0.050\t0.716\t0.019\t1.624\t0.042\t6450\t100\t0.294\t0.088\t0.821\t0.099\t0.531\t0.028\t-0.535\t0.078\t\n",
"OGLE-LMC-RRLYR-06126\t0.598\t0.056\t0.695\t0.021\t1.669\t0.043\t6780\t100\t0.170\t0.090\t0.644\t0.099\t0.460\t0.029\t-0.542\t0.083\t\n",
"OGLE-LMC-RRLYR-06128\t0.693\t0.052\t0.748\t0.020\t1.678\t0.042\t6410\t100\t0.123\t0.087\t0.650\t0.099\t0.538\t0.028\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-06130\t0.660\t0.051\t0.744\t0.019\t1.663\t0.042\t6390\t100\t0.148\t0.087\t0.675\t0.099\t0.540\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-06134\t0.721\t0.056\t0.765\t0.021\t1.679\t0.043\t6290\t100\t0.099\t0.089\t0.65\t0.10\t0.566\t0.029\t-0.778\t0.082\t\n",
"OGLE-LMC-RRLYR-06136\t0.572\t0.050\t0.751\t0.020\t1.764\t0.042\t6720\t100\t-0.079\t0.087\t0.401\t0.098\t0.473\t0.029\t-0.817\t0.081\t\n",
"OGLE-LMC-RRLYR-06137\t0.692\t0.056\t0.726\t0.021\t1.681\t0.043\t6570\t110\t0.156\t0.089\t0.65\t0.10\t0.502\t0.029\t-0.626\t0.083\t\n",
"OGLE-LMC-RRLYR-06138\t0.655\t0.052\t0.728\t0.019\t1.696\t0.042\t6640\t100\t0.102\t0.087\t0.606\t0.098\t0.490\t0.028\t-0.658\t0.078\t\n",
"OGLE-LMC-RRLYR-06147\t0.657\t0.051\t0.720\t0.019\t1.687\t0.042\t6660\t100\t0.118\t0.087\t0.615\t0.099\t0.489\t0.028\t-0.640\t0.078\t\n",
"OGLE-LMC-RRLYR-06155\t0.626\t0.050\t0.745\t0.019\t1.632\t0.042\t6300\t100\t0.190\t0.088\t0.74\t0.10\t0.567\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-06163\t0.688\t0.056\t0.748\t0.021\t1.707\t0.043\t6520\t110\t0.088\t0.090\t0.58\t0.10\t0.509\t0.029\t-0.707\t0.083\t\n",
"OGLE-LMC-RRLYR-06165\t0.621\t0.053\t0.692\t0.019\t1.657\t0.042\t6750\t100\t0.207\t0.088\t0.685\t0.099\t0.466\t0.028\t-0.518\t0.079\t\n",
"OGLE-LMC-RRLYR-06167\t0.669\t0.050\t0.753\t0.019\t1.655\t0.042\t6314\t99\t0.151\t0.087\t0.698\t0.099\t0.560\t0.028\t-0.728\t0.077\t\n",
"OGLE-LMC-RRLYR-06169\t0.775\t0.050\t0.767\t0.019\t1.691\t0.042\t6300\t100\t0.081\t0.087\t0.638\t0.099\t0.564\t0.028\t-0.803\t0.077\t\n",
"OGLE-LMC-RRLYR-06174\t0.608\t0.051\t0.697\t0.019\t1.628\t0.042\t6590\t100\t0.248\t0.088\t0.756\t0.099\t0.500\t0.028\t-0.530\t0.078\t\n",
"OGLE-LMC-RRLYR-06178\t0.551\t0.050\t0.731\t0.019\t1.713\t0.042\t6670\t100\t0.021\t0.087\t0.513\t0.098\t0.481\t0.028\t-0.727\t0.078\t\n",
"OGLE-LMC-RRLYR-06185\t0.699\t0.051\t0.731\t0.019\t1.642\t0.043\t6400\t100\t0.183\t0.089\t0.72\t0.10\t0.539\t0.028\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-06186\t0.613\t0.058\t0.727\t0.022\t1.652\t0.043\t6480\t110\t0.184\t0.090\t0.69\t0.10\t0.520\t0.030\t-0.629\t0.086\t\n",
"OGLE-LMC-RRLYR-06192\t0.621\t0.050\t0.766\t0.019\t1.757\t0.042\t6570\t100\t-0.090\t0.087\t0.423\t0.098\t0.506\t0.028\t-0.873\t0.077\t\n",
"OGLE-LMC-RRLYR-06193\t0.614\t0.051\t0.729\t0.019\t1.726\t0.042\t6730\t100\t0.027\t0.087\t0.501\t0.098\t0.468\t0.028\t-0.699\t0.078\t\n",
"OGLE-LMC-RRLYR-06194\t0.569\t0.050\t0.713\t0.019\t1.686\t0.042\t6710\t100\t0.105\t0.087\t0.586\t0.098\t0.472\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-06197\t0.606\t0.051\t0.714\t0.019\t1.659\t0.042\t6590\t100\t0.177\t0.087\t0.670\t0.098\t0.497\t0.028\t-0.596\t0.078\t\n",
"OGLE-LMC-RRLYR-06199\t0.636\t0.051\t0.726\t0.019\t1.645\t0.042\t6470\t100\t0.206\t0.087\t0.726\t0.099\t0.526\t0.028\t-0.612\t0.078\t\n",
"OGLE-LMC-RRLYR-06200\t0.610\t0.052\t0.711\t0.020\t1.670\t0.042\t6670\t100\t0.139\t0.088\t0.628\t0.099\t0.485\t0.028\t-0.613\t0.079\t\n",
"OGLE-LMC-RRLYR-06201\t0.698\t0.050\t0.745\t0.019\t1.663\t0.042\t6380\t100\t0.162\t0.087\t0.695\t0.098\t0.542\t0.028\t-0.687\t0.077\t\n",
"OGLE-LMC-RRLYR-06202\t0.655\t0.050\t0.765\t0.019\t1.763\t0.042\t6600\t100\t-0.070\t0.087\t0.433\t0.098\t0.497\t0.028\t-0.842\t0.078\t\n",
"OGLE-LMC-RRLYR-06203\t0.640\t0.053\t0.715\t0.020\t1.703\t0.042\t6750\t100\t0.092\t0.088\t0.570\t0.099\t0.466\t0.028\t-0.630\t0.080\t\n",
"OGLE-LMC-RRLYR-06205\t0.696\t0.051\t0.763\t0.019\t1.715\t0.042\t6430\t100\t0.027\t0.087\t0.553\t0.098\t0.532\t0.028\t-0.797\t0.078\t\n",
"OGLE-LMC-RRLYR-06207\t0.695\t0.050\t0.765\t0.019\t1.717\t0.042\t6420\t100\t0.011\t0.087\t0.546\t0.098\t0.538\t0.028\t-0.827\t0.077\t\n",
"OGLE-LMC-RRLYR-06210\t0.737\t0.051\t0.748\t0.019\t1.642\t0.042\t6280\t100\t0.211\t0.087\t0.774\t0.098\t0.568\t0.028\t-0.675\t0.078\t\n",
"OGLE-LMC-RRLYR-06215\t0.536\t0.050\t0.705\t0.019\t1.686\t0.042\t6770\t100\t0.111\t0.087\t0.585\t0.098\t0.458\t0.028\t-0.599\t0.078\t\n",
"OGLE-LMC-RRLYR-06216\t0.638\t0.050\t0.747\t0.019\t1.639\t0.042\t6298\t99\t0.169\t0.088\t0.72\t0.10\t0.562\t0.028\t-0.713\t0.077\t\n",
"OGLE-LMC-RRLYR-06218\t0.687\t0.050\t0.771\t0.019\t1.711\t0.042\t6360\t99\t0.014\t0.088\t0.554\t0.099\t0.549\t0.028\t-0.840\t0.078\t\n",
"OGLE-LMC-RRLYR-06220\t0.730\t0.057\t0.811\t0.022\t1.805\t0.044\t6400\t100\t-0.196\t0.092\t0.33\t0.10\t0.539\t0.029\t-1.031\t0.087\t\n",
"OGLE-LMC-RRLYR-06229\t0.667\t0.055\t0.707\t0.020\t1.708\t0.043\t6820\t100\t0.114\t0.089\t0.56\t0.10\t0.449\t0.028\t-0.587\t0.081\t\n",
"OGLE-LMC-RRLYR-06235\t0.608\t0.050\t0.743\t0.019\t1.741\t0.042\t6690\t100\t-0.017\t0.087\t0.474\t0.098\t0.479\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-06237\t0.616\t0.052\t0.704\t0.019\t1.680\t0.042\t6750\t100\t0.142\t0.087\t0.623\t0.099\t0.466\t0.028\t-0.581\t0.078\t\n",
"OGLE-LMC-RRLYR-06240\t0.547\t0.053\t0.681\t0.020\t1.673\t0.042\t6900\t100\t0.177\t0.088\t0.616\t0.099\t0.428\t0.028\t-0.487\t0.080\t\n",
"OGLE-LMC-RRLYR-06241\t0.586\t0.050\t0.772\t0.019\t1.733\t0.043\t6460\t100\t-0.057\t0.089\t0.45\t0.10\t0.517\t0.029\t-0.865\t0.078\t\n",
"OGLE-LMC-RRLYR-06242\t0.685\t0.054\t0.777\t0.020\t1.782\t0.043\t6590\t100\t-0.101\t0.088\t0.41\t0.10\t0.503\t0.028\t-0.877\t0.080\t\n",
"OGLE-LMC-RRLYR-06243\t0.731\t0.051\t0.768\t0.019\t1.708\t0.042\t6370\t100\t0.052\t0.088\t0.584\t0.099\t0.545\t0.028\t-0.797\t0.078\t\n",
"OGLE-LMC-RRLYR-06248\t0.755\t0.050\t0.778\t0.019\t1.709\t0.042\t6300\t100\t0.037\t0.087\t0.587\t0.099\t0.560\t0.028\t-0.839\t0.077\t\n",
"OGLE-LMC-RRLYR-06253\t0.641\t0.051\t0.735\t0.019\t1.694\t0.042\t6570\t100\t0.104\t0.087\t0.611\t0.098\t0.503\t0.028\t-0.677\t0.078\t\n",
"OGLE-LMC-RRLYR-06260\t0.608\t0.051\t0.696\t0.019\t1.610\t0.042\t6550\t100\t0.318\t0.088\t0.82\t0.10\t0.505\t0.028\t-0.475\t0.079\t\n",
"OGLE-LMC-RRLYR-06264\t0.609\t0.051\t0.723\t0.019\t1.644\t0.042\t6480\t100\t0.212\t0.087\t0.728\t0.098\t0.521\t0.028\t-0.601\t0.078\t\n",
"OGLE-LMC-RRLYR-06267\t0.588\t0.053\t0.700\t0.020\t1.661\t0.042\t6710\t100\t0.164\t0.088\t0.655\t0.099\t0.474\t0.028\t-0.570\t0.079\t\n",
"OGLE-LMC-RRLYR-06268\t0.632\t0.050\t0.771\t0.019\t1.763\t0.042\t6550\t100\t-0.102\t0.087\t0.416\t0.099\t0.511\t0.028\t-0.893\t0.077\t\n",
"OGLE-LMC-RRLYR-06269\t0.699\t0.050\t0.789\t0.019\t1.720\t0.042\t6280\t100\t-0.009\t0.087\t0.545\t0.099\t0.563\t0.028\t-0.890\t0.077\t\n",
"OGLE-LMC-RRLYR-06272\t0.596\t0.052\t0.682\t0.019\t1.592\t0.042\t6580\t100\t0.316\t0.087\t0.826\t0.099\t0.506\t0.028\t-0.468\t0.078\t\n",
"OGLE-LMC-RRLYR-06275\t0.755\t0.051\t0.759\t0.019\t1.698\t0.042\t6400\t100\t0.071\t0.088\t0.615\t0.099\t0.546\t0.028\t-0.784\t0.079\t\n",
"OGLE-LMC-RRLYR-06276\t0.650\t0.052\t0.705\t0.019\t1.674\t0.042\t6720\t100\t0.162\t0.088\t0.649\t0.099\t0.474\t0.028\t-0.574\t0.079\t\n",
"OGLE-LMC-RRLYR-06278\t0.555\t0.054\t0.697\t0.020\t1.615\t0.043\t6560\t100\t0.233\t0.089\t0.74\t0.10\t0.508\t0.029\t-0.554\t0.081\t\n",
"OGLE-LMC-RRLYR-06279\t0.614\t0.052\t0.711\t0.019\t1.656\t0.042\t6620\t100\t0.179\t0.087\t0.679\t0.099\t0.495\t0.028\t-0.589\t0.078\t\n",
"OGLE-LMC-RRLYR-06284\t0.617\t0.050\t0.735\t0.019\t1.644\t0.042\t6430\t100\t0.162\t0.088\t0.69\t0.10\t0.529\t0.028\t-0.657\t0.077\t\n",
"OGLE-LMC-RRLYR-06285\t0.560\t0.051\t0.685\t0.019\t1.636\t0.042\t6730\t100\t0.249\t0.088\t0.713\t0.099\t0.463\t0.028\t-0.476\t0.078\t\n",
"OGLE-LMC-RRLYR-06287\t0.704\t0.051\t0.744\t0.019\t1.705\t0.042\t6540\t100\t0.065\t0.087\t0.579\t0.099\t0.514\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-06288\t0.707\t0.054\t0.751\t0.020\t1.700\t0.043\t6470\t100\t0.060\t0.088\t0.598\t0.099\t0.530\t0.028\t-0.766\t0.080\t\n",
"OGLE-LMC-RRLYR-06289\t0.592\t0.050\t0.700\t0.019\t1.657\t0.042\t6700\t100\t0.181\t0.087\t0.664\t0.098\t0.476\t0.028\t-0.559\t0.078\t\n",
"OGLE-LMC-RRLYR-06290\t0.655\t0.050\t0.753\t0.019\t1.739\t0.042\t6600\t100\t-0.028\t0.087\t0.478\t0.098\t0.500\t0.028\t-0.807\t0.077\t\n",
"OGLE-LMC-RRLYR-06295\t0.583\t0.050\t0.698\t0.019\t1.664\t0.042\t6740\t100\t0.164\t0.087\t0.643\t0.098\t0.469\t0.028\t-0.562\t0.078\t\n",
"OGLE-LMC-RRLYR-06299\t0.719\t0.050\t0.769\t0.019\t1.718\t0.042\t6410\t100\t0.033\t0.087\t0.558\t0.098\t0.536\t0.028\t-0.804\t0.077\t\n",
"OGLE-LMC-RRLYR-06300\t0.747\t0.051\t0.755\t0.019\t1.710\t0.042\t6470\t100\t0.071\t0.087\t0.600\t0.098\t0.528\t0.028\t-0.754\t0.078\t\n",
"OGLE-LMC-RRLYR-06302\t0.740\t0.049\t0.770\t0.019\t1.666\t0.042\t6220\t99\t0.130\t0.087\t0.703\t0.099\t0.582\t0.028\t-0.780\t0.077\t\n",
"OGLE-LMC-RRLYR-06303\t0.697\t0.050\t0.752\t0.019\t1.671\t0.042\t6360\t100\t0.139\t0.087\t0.672\t0.099\t0.547\t0.028\t-0.716\t0.077\t\n",
"OGLE-LMC-RRLYR-06317\t0.601\t0.050\t0.732\t0.019\t1.722\t0.042\t6690\t100\t0.026\t0.087\t0.512\t0.098\t0.476\t0.028\t-0.712\t0.078\t\n",
"OGLE-LMC-RRLYR-06331\t0.700\t0.050\t0.776\t0.019\t1.706\t0.042\t6301\t99\t0.010\t0.087\t0.566\t0.099\t0.563\t0.028\t-0.866\t0.077\t\n",
"OGLE-LMC-RRLYR-06333\t0.605\t0.050\t0.726\t0.019\t1.723\t0.042\t6760\t100\t0.028\t0.087\t0.502\t0.099\t0.467\t0.028\t-0.694\t0.078\t\n",
"OGLE-LMC-RRLYR-06335\t0.732\t0.052\t0.757\t0.020\t1.716\t0.042\t6480\t100\t0.046\t0.088\t0.573\t0.099\t0.527\t0.028\t-0.778\t0.079\t\n",
"OGLE-LMC-RRLYR-06338\t0.673\t0.050\t0.737\t0.019\t1.651\t0.042\t6440\t100\t0.129\t0.089\t0.66\t0.10\t0.531\t0.029\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-06340\t0.694\t0.053\t0.789\t0.020\t1.781\t0.042\t6500\t100\t-0.122\t0.088\t0.393\t0.099\t0.517\t0.029\t-0.927\t0.080\t\n",
"OGLE-LMC-RRLYR-06341\t0.610\t0.051\t0.715\t0.019\t1.676\t0.042\t6660\t100\t0.141\t0.087\t0.630\t0.099\t0.485\t0.028\t-0.611\t0.078\t\n",
"OGLE-LMC-RRLYR-06343\t0.668\t0.053\t0.727\t0.020\t1.701\t0.042\t6650\t100\t0.083\t0.088\t0.586\t0.099\t0.488\t0.028\t-0.675\t0.079\t\n",
"OGLE-LMC-RRLYR-06350\t0.610\t0.052\t0.695\t0.019\t1.681\t0.042\t6820\t100\t0.156\t0.088\t0.618\t0.099\t0.453\t0.028\t-0.545\t0.079\t\n",
"OGLE-LMC-RRLYR-06351\t0.658\t0.060\t0.744\t0.023\t1.676\t0.047\t6420\t110\t0.097\t0.097\t0.62\t0.11\t0.536\t0.030\t-0.734\t0.091\t\n",
"OGLE-LMC-RRLYR-06352\t0.653\t0.051\t0.765\t0.019\t1.769\t0.042\t6630\t100\t-0.091\t0.087\t0.408\t0.099\t0.494\t0.028\t-0.858\t0.078\t\n",
"OGLE-LMC-RRLYR-06355\t0.769\t0.051\t0.820\t0.019\t1.816\t0.042\t6380\t100\t-0.231\t0.087\t0.329\t0.098\t0.552\t0.028\t-1.092\t0.079\t\n",
"OGLE-LMC-RRLYR-06359\t0.635\t0.050\t0.777\t0.019\t1.709\t0.042\t6330\t100\t-8.565\t0.087\t0.549\t0.099\t0.553\t0.028\t-0.863\t0.077\t\n",
"OGLE-LMC-RRLYR-06363\t0.530\t0.050\t0.691\t0.019\t1.701\t0.042\t6940\t100\t0.116\t0.087\t0.547\t0.098\t0.425\t0.028\t-0.539\t0.077\t\n",
"OGLE-LMC-RRLYR-06364\t0.674\t0.051\t0.753\t0.019\t1.746\t0.042\t6640\t100\t-0.026\t0.087\t0.471\t0.098\t0.492\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-06365\t0.747\t0.050\t0.753\t0.019\t1.683\t0.042\t6390\t100\t0.148\t0.087\t0.684\t0.099\t0.539\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-06367\t0.656\t0.050\t0.752\t0.019\t1.660\t0.042\t6346\t99\t0.126\t0.087\t0.672\t0.099\t0.550\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-06371\t0.686\t0.053\t0.720\t0.020\t1.651\t0.042\t6520\t100\t0.210\t0.088\t0.736\t0.099\t0.518\t0.028\t-0.597\t0.079\t\n",
"OGLE-LMC-RRLYR-06373\t0.656\t0.058\t0.780\t0.022\t1.763\t0.044\t6490\t110\t-0.114\t0.092\t0.40\t0.10\t0.523\t0.030\t-0.923\t0.088\t\n",
"OGLE-LMC-RRLYR-06375\t0.773\t0.050\t0.789\t0.019\t1.710\t0.042\t6229\t99\t0.039\t0.087\t0.604\t0.098\t0.575\t0.028\t-0.863\t0.077\t\n",
"OGLE-LMC-RRLYR-06376\t0.643\t0.052\t0.726\t0.019\t1.678\t0.042\t6580\t100\t0.138\t0.088\t0.630\t0.099\t0.498\t0.028\t-0.637\t0.079\t\n",
"OGLE-LMC-RRLYR-06377\t0.748\t0.051\t0.758\t0.019\t1.692\t0.042\t6380\t100\t0.089\t0.087\t0.641\t0.099\t0.550\t0.028\t-0.772\t0.078\t\n",
"OGLE-LMC-RRLYR-06379\t0.544\t0.055\t0.680\t0.021\t1.643\t0.043\t6790\t100\t0.214\t0.090\t0.69\t0.10\t0.458\t0.029\t-0.501\t0.083\t\n",
"OGLE-LMC-RRLYR-06380\t0.606\t0.051\t0.723\t0.019\t1.697\t0.042\t6680\t100\t0.075\t0.087\t0.566\t0.099\t0.483\t0.029\t-0.674\t0.079\t\n",
"OGLE-LMC-RRLYR-06384\t0.681\t0.052\t0.755\t0.020\t1.682\t0.043\t6370\t100\t0.107\t0.089\t0.63\t0.10\t0.539\t0.029\t-0.738\t0.079\t\n",
"OGLE-LMC-RRLYR-06388\t0.661\t0.050\t0.793\t0.019\t1.749\t0.042\t6340\t100\t-0.087\t0.087\t0.454\t0.099\t0.550\t0.028\t-0.945\t0.078\t\n",
"OGLE-LMC-RRLYR-06394\t0.632\t0.052\t0.708\t0.019\t1.692\t0.042\t6760\t100\t0.122\t0.088\t0.603\t0.099\t0.465\t0.028\t-0.600\t0.079\t\n",
"OGLE-LMC-RRLYR-06398\t0.628\t0.052\t0.737\t0.019\t1.723\t0.042\t6670\t100\t0.022\t0.087\t0.514\t0.099\t0.485\t0.028\t-0.728\t0.079\t\n",
"OGLE-LMC-RRLYR-06399\t0.656\t0.052\t0.740\t0.019\t1.715\t0.042\t6620\t100\t0.039\t0.088\t0.547\t0.099\t0.498\t0.028\t-0.733\t0.079\t\n",
"OGLE-LMC-RRLYR-06403\t0.559\t0.050\t0.690\t0.019\t1.649\t0.042\t6740\t110\t0.193\t0.087\t0.677\t0.099\t0.471\t0.029\t-0.539\t0.079\t\n",
"OGLE-LMC-RRLYR-06406\t0.706\t0.050\t0.751\t0.019\t1.693\t0.042\t6450\t100\t0.108\t0.087\t0.632\t0.098\t0.529\t0.028\t-0.716\t0.078\t\n",
"OGLE-LMC-RRLYR-06410\t0.656\t0.051\t0.726\t0.019\t1.654\t0.043\t6500\t100\t0.158\t0.089\t0.67\t0.10\t0.510\t0.029\t-0.629\t0.078\t\n",
"OGLE-LMC-RRLYR-06413\t0.699\t0.051\t0.771\t0.019\t1.712\t0.042\t6370\t100\t0.032\t0.087\t0.560\t0.099\t0.542\t0.028\t-0.815\t0.078\t\n",
"OGLE-LMC-RRLYR-06414\t0.681\t0.050\t0.766\t0.019\t1.712\t0.042\t6420\t100\t0.020\t0.088\t0.54\t0.10\t0.528\t0.028\t-0.803\t0.078\t\n",
"OGLE-LMC-RRLYR-06416\t0.687\t0.050\t0.754\t0.019\t1.670\t0.042\t6340\t100\t0.129\t0.087\t0.669\t0.099\t0.551\t0.028\t-0.734\t0.077\t\n",
"OGLE-LMC-RRLYR-06419\t0.594\t0.060\t0.713\t0.022\t1.663\t0.043\t6630\t110\t0.157\t0.089\t0.65\t0.10\t0.490\t0.030\t-0.600\t0.086\t\n",
"OGLE-LMC-RRLYR-06420\t0.754\t0.053\t0.743\t0.020\t1.689\t0.042\t6480\t100\t0.135\t0.087\t0.660\t0.099\t0.526\t0.028\t-0.687\t0.079\t\n",
"OGLE-LMC-RRLYR-06422\t0.601\t0.050\t0.730\t0.019\t1.724\t0.042\t6730\t100\t0.023\t0.087\t0.505\t0.098\t0.472\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-06424\t0.675\t0.055\t0.745\t0.021\t1.623\t0.044\t6270\t110\t0.210\t0.092\t0.78\t0.10\t0.578\t0.030\t-0.686\t0.083\t\n",
"OGLE-LMC-RRLYR-06426\t0.706\t0.057\t0.744\t0.020\t1.725\t0.043\t6610\t100\t0.031\t0.089\t0.53\t0.10\t0.499\t0.029\t-0.745\t0.082\t\n",
"OGLE-LMC-RRLYR-06427\t0.664\t0.058\t0.777\t0.022\t1.751\t0.043\t6460\t110\t-0.082\t0.090\t0.44\t0.10\t0.527\t0.031\t-0.898\t0.087\t\n",
"OGLE-LMC-RRLYR-06429\t0.564\t0.052\t0.705\t0.020\t1.683\t0.042\t6760\t100\t0.118\t0.088\t0.592\t0.099\t0.464\t0.028\t-0.601\t0.079\t\n",
"OGLE-LMC-RRLYR-06431\t0.614\t0.050\t0.804\t0.019\t1.772\t0.042\t6360\t100\t-0.163\t0.087\t0.380\t0.099\t0.544\t0.028\t-1.009\t0.078\t\n",
"OGLE-LMC-RRLYR-06435\t0.634\t0.052\t0.724\t0.020\t1.673\t0.042\t6570\t100\t0.150\t0.088\t0.656\t0.099\t0.502\t0.028\t-0.631\t0.079\t\n",
"OGLE-LMC-RRLYR-06436\t0.665\t0.052\t0.763\t0.020\t1.718\t0.042\t6450\t100\t-0.001\t0.088\t0.53\t0.10\t0.534\t0.028\t-0.828\t0.079\t\n",
"OGLE-LMC-RRLYR-06437\t0.631\t0.052\t0.714\t0.019\t1.661\t0.042\t6590\t100\t0.148\t0.088\t0.670\t0.099\t0.505\t0.028\t-0.626\t0.079\t\n",
"OGLE-LMC-RRLYR-06441\t0.600\t0.052\t0.694\t0.019\t1.658\t0.042\t6730\t100\t0.179\t0.088\t0.670\t0.099\t0.470\t0.028\t-0.549\t0.079\t\n",
"OGLE-LMC-RRLYR-06449\t0.683\t0.051\t0.728\t0.019\t1.680\t0.042\t6560\t100\t0.131\t0.087\t0.639\t0.098\t0.509\t0.028\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-06455\t0.610\t0.053\t0.751\t0.020\t1.676\t0.042\t6390\t110\t0.060\t0.088\t0.630\t0.099\t0.551\t0.029\t-0.799\t0.081\t\n",
"OGLE-LMC-RRLYR-06457\t0.667\t0.050\t0.753\t0.019\t1.643\t0.042\t6261\t99\t0.164\t0.087\t0.728\t0.099\t0.573\t0.028\t-0.734\t0.077\t\n",
"OGLE-LMC-RRLYR-06462\t0.607\t0.058\t0.702\t0.021\t1.694\t0.043\t6810\t110\t0.118\t0.090\t0.58\t0.10\t0.452\t0.030\t-0.579\t0.084\t\n",
"OGLE-LMC-RRLYR-06466\t0.663\t0.050\t0.744\t0.019\t1.652\t0.042\t6340\t100\t0.166\t0.087\t0.706\t0.099\t0.550\t0.028\t-0.695\t0.077\t\n",
"OGLE-LMC-RRLYR-06469\t0.654\t0.059\t0.725\t0.021\t1.684\t0.044\t6600\t110\t0.120\t0.091\t0.63\t0.10\t0.497\t0.029\t-0.645\t0.084\t\n",
"OGLE-LMC-RRLYR-06472\t0.724\t0.050\t0.755\t0.019\t1.691\t0.042\t6400\t100\t0.119\t0.087\t0.648\t0.098\t0.536\t0.028\t-0.717\t0.078\t\n",
"OGLE-LMC-RRLYR-06476\t0.609\t0.050\t0.710\t0.019\t1.657\t0.042\t6620\t100\t0.211\t0.087\t0.704\t0.099\t0.490\t0.028\t-0.557\t0.077\t\n",
"OGLE-LMC-RRLYR-06479\t0.633\t0.050\t0.734\t0.019\t1.716\t0.042\t6670\t100\t0.034\t0.087\t0.529\t0.098\t0.487\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-06481\t0.721\t0.052\t0.754\t0.020\t1.691\t0.042\t6410\t100\t0.098\t0.088\t0.626\t0.099\t0.537\t0.028\t-0.741\t0.079\t\n",
"OGLE-LMC-RRLYR-06483\t0.669\t0.051\t0.730\t0.019\t1.693\t0.042\t6610\t100\t0.092\t0.087\t0.597\t0.099\t0.500\t0.028\t-0.684\t0.078\t\n",
"OGLE-LMC-RRLYR-06487\t0.631\t0.051\t0.750\t0.019\t1.703\t0.042\t6480\t100\t0.041\t0.088\t0.55\t0.10\t0.522\t0.028\t-0.769\t0.079\t\n",
"OGLE-LMC-RRLYR-06488\t0.665\t0.050\t0.799\t0.019\t1.749\t0.042\t6309\t99\t-0.083\t0.087\t0.466\t0.099\t0.557\t0.028\t-0.953\t0.077\t\n",
"OGLE-LMC-RRLYR-06491\t0.744\t0.050\t0.756\t0.019\t1.647\t0.042\t6260\t100\t0.170\t0.087\t0.748\t0.099\t0.577\t0.028\t-0.732\t0.077\t\n",
"OGLE-LMC-RRLYR-06494\t0.558\t0.051\t0.735\t0.019\t1.712\t0.042\t6640\t100\t0.012\t0.087\t0.508\t0.098\t0.488\t0.028\t-0.746\t0.077\t\n",
"OGLE-LMC-RRLYR-06496\t0.680\t0.050\t0.763\t0.019\t1.675\t0.042\t6320\t100\t0.100\t0.087\t0.650\t0.099\t0.554\t0.028\t-0.765\t0.077\t\n",
"OGLE-LMC-RRLYR-06500\t0.591\t0.051\t0.734\t0.020\t1.636\t0.043\t6420\t110\t0.182\t0.091\t0.71\t0.10\t0.533\t0.029\t-0.645\t0.079\t\n",
"OGLE-LMC-RRLYR-06502\t0.562\t0.050\t0.684\t0.019\t1.615\t0.042\t6650\t100\t0.250\t0.087\t0.752\t0.099\t0.488\t0.028\t-0.506\t0.077\t\n",
"OGLE-LMC-RRLYR-06505\t0.682\t0.051\t0.794\t0.019\t1.772\t0.042\t6400\t100\t-0.139\t0.088\t0.399\t0.099\t0.541\t0.028\t-0.974\t0.079\t\n",
"OGLE-LMC-RRLYR-06507\t0.652\t0.050\t0.741\t0.019\t1.634\t0.042\t6310\t100\t0.201\t0.087\t0.751\t0.099\t0.559\t0.028\t-0.672\t0.078\t\n",
"OGLE-LMC-RRLYR-06512\t0.538\t0.049\t0.694\t0.019\t1.700\t0.042\t6890\t100\t0.096\t0.087\t0.526\t0.098\t0.424\t0.028\t-0.564\t0.077\t\n",
"OGLE-LMC-RRLYR-06513\t0.619\t0.053\t0.709\t0.020\t1.681\t0.042\t6710\t100\t0.131\t0.087\t0.617\t0.099\t0.473\t0.028\t-0.602\t0.079\t\n",
"OGLE-LMC-RRLYR-06518\t0.685\t0.051\t0.777\t0.019\t1.751\t0.042\t6460\t100\t-0.071\t0.088\t0.44\t0.10\t0.526\t0.028\t-0.885\t0.079\t\n",
"OGLE-LMC-RRLYR-06519\t0.638\t0.054\t0.765\t0.020\t1.674\t0.043\t6290\t100\t0.089\t0.089\t0.64\t0.10\t0.567\t0.028\t-0.793\t0.080\t\n",
"OGLE-LMC-RRLYR-06521\t0.578\t0.050\t0.699\t0.019\t1.638\t0.042\t6640\t100\t0.209\t0.087\t0.712\t0.098\t0.491\t0.028\t-0.552\t0.077\t\n",
"OGLE-LMC-RRLYR-06524\t0.592\t0.051\t0.697\t0.019\t1.602\t0.042\t6510\t100\t0.285\t0.088\t0.80\t0.10\t0.517\t0.028\t-0.519\t0.078\t\n",
"OGLE-LMC-RRLYR-06525\t0.700\t0.051\t0.744\t0.019\t1.714\t0.042\t6580\t100\t0.050\t0.087\t0.562\t0.098\t0.506\t0.028\t-0.736\t0.078\t\n",
"OGLE-LMC-RRLYR-06529\t0.653\t0.050\t0.729\t0.019\t1.676\t0.042\t6560\t100\t0.114\t0.087\t0.634\t0.099\t0.512\t0.028\t-0.680\t0.077\t\n",
"OGLE-LMC-RRLYR-06530\t0.613\t0.050\t0.730\t0.019\t1.721\t0.042\t6720\t100\t0.028\t0.087\t0.511\t0.098\t0.474\t0.028\t-0.702\t0.078\t\n",
"OGLE-LMC-RRLYR-06531\t0.705\t0.051\t0.781\t0.020\t1.740\t0.042\t6380\t100\t-0.052\t0.088\t0.49\t0.10\t0.547\t0.028\t-0.900\t0.079\t\n",
"OGLE-LMC-RRLYR-06534\t0.588\t0.050\t0.746\t0.019\t1.740\t0.042\t6660\t100\t-0.034\t0.087\t0.460\t0.098\t0.485\t0.028\t-0.787\t0.078\t\n",
"OGLE-LMC-RRLYR-06535\t0.667\t0.051\t0.729\t0.019\t1.622\t0.042\t6340\t100\t0.252\t0.087\t0.790\t0.099\t0.551\t0.028\t-0.612\t0.078\t\n",
"OGLE-LMC-RRLYR-06536\t0.667\t0.051\t0.741\t0.020\t1.683\t0.042\t6470\t100\t0.105\t0.087\t0.631\t0.099\t0.527\t0.028\t-0.716\t0.079\t\n",
"OGLE-LMC-RRLYR-06537\t0.630\t0.052\t0.706\t0.020\t1.677\t0.042\t6710\t100\t0.148\t0.087\t0.638\t0.099\t0.473\t0.028\t-0.590\t0.079\t\n",
"OGLE-LMC-RRLYR-06539\t0.598\t0.051\t0.709\t0.019\t1.653\t0.042\t6620\t100\t0.179\t0.087\t0.685\t0.099\t0.495\t0.028\t-0.590\t0.077\t\n",
"OGLE-LMC-RRLYR-06541\t0.648\t0.050\t0.731\t0.019\t1.644\t0.042\t6410\t100\t0.181\t0.087\t0.713\t0.098\t0.540\t0.028\t-0.662\t0.077\t\n",
"OGLE-LMC-RRLYR-06543\t0.668\t0.051\t0.746\t0.019\t1.708\t0.042\t6540\t100\t0.043\t0.088\t0.558\t0.099\t0.512\t0.028\t-0.754\t0.079\t\n",
"OGLE-LMC-RRLYR-06545\t0.673\t0.051\t0.741\t0.019\t1.680\t0.042\t6480\t100\t0.132\t0.088\t0.64\t0.10\t0.520\t0.028\t-0.680\t0.079\t\n",
"OGLE-LMC-RRLYR-06546\t0.634\t0.051\t0.716\t0.019\t1.629\t0.042\t6480\t100\t0.245\t0.089\t0.75\t0.10\t0.515\t0.028\t-0.561\t0.079\t\n",
"OGLE-LMC-RRLYR-06550\t0.588\t0.054\t0.720\t0.020\t1.681\t0.042\t6640\t100\t0.115\t0.088\t0.615\t0.099\t0.489\t0.029\t-0.642\t0.080\t\n",
"OGLE-LMC-RRLYR-06552\t0.659\t0.050\t0.748\t0.019\t1.724\t0.042\t6590\t100\t0.004\t0.087\t0.511\t0.098\t0.504\t0.028\t-0.780\t0.077\t\n",
"OGLE-LMC-RRLYR-06555\t0.621\t0.051\t0.715\t0.019\t1.684\t0.042\t6690\t100\t0.119\t0.087\t0.604\t0.098\t0.479\t0.028\t-0.624\t0.077\t\n",
"OGLE-LMC-RRLYR-06560\t0.663\t0.051\t0.744\t0.019\t1.682\t0.042\t6460\t100\t0.122\t0.087\t0.646\t0.098\t0.526\t0.028\t-0.699\t0.078\t\n",
"OGLE-LMC-RRLYR-06562\t0.563\t0.051\t0.707\t0.019\t1.692\t0.042\t6790\t100\t0.113\t0.087\t0.584\t0.098\t0.461\t0.028\t-0.599\t0.079\t\n",
"OGLE-LMC-RRLYR-06564\t0.577\t0.051\t0.734\t0.019\t1.640\t0.043\t6410\t100\t0.154\t0.089\t0.68\t0.10\t0.534\t0.029\t-0.680\t0.077\t\n",
"OGLE-LMC-RRLYR-06570\t0.670\t0.051\t0.736\t0.019\t1.713\t0.042\t6640\t100\t0.054\t0.087\t0.551\t0.098\t0.491\t0.028\t-0.707\t0.079\t\n",
"OGLE-LMC-RRLYR-06571\t0.606\t0.052\t0.702\t0.020\t1.648\t0.042\t6650\t100\t0.211\t0.087\t0.701\t0.099\t0.485\t0.028\t-0.540\t0.079\t\n",
"OGLE-LMC-RRLYR-06572\t0.741\t0.050\t0.764\t0.019\t1.694\t0.042\t6350\t100\t0.109\t0.087\t0.646\t0.099\t0.547\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-06574\t0.686\t0.050\t0.771\t0.019\t1.690\t0.042\t6298\t99\t0.063\t0.087\t0.613\t0.099\t0.563\t0.028\t-0.816\t0.077\t\n",
"OGLE-LMC-RRLYR-06575\t0.640\t0.052\t0.695\t0.019\t1.661\t0.042\t6740\t100\t0.198\t0.087\t0.680\t0.098\t0.470\t0.028\t-0.533\t0.078\t\n",
"OGLE-LMC-RRLYR-06578\t0.609\t0.050\t0.729\t0.019\t1.659\t0.042\t6470\t100\t0.137\t0.087\t0.650\t0.099\t0.523\t0.028\t-0.677\t0.078\t\n",
"OGLE-LMC-RRLYR-06582\t0.668\t0.050\t0.784\t0.019\t1.709\t0.042\t6280\t100\t0.002\t0.087\t0.56\t0.10\t0.565\t0.028\t-0.879\t0.077\t\n",
"OGLE-LMC-RRLYR-06583\t0.745\t0.050\t0.776\t0.019\t1.713\t0.042\t6330\t100\t0.020\t0.087\t0.582\t0.098\t0.562\t0.028\t-0.853\t0.078\t\n",
"OGLE-LMC-RRLYR-06587\t0.646\t0.051\t0.766\t0.019\t1.763\t0.042\t6590\t100\t-0.093\t0.087\t0.403\t0.099\t0.499\t0.028\t-0.866\t0.078\t\n",
"OGLE-LMC-RRLYR-06588\t0.658\t0.051\t0.732\t0.020\t1.684\t0.042\t6540\t100\t0.113\t0.088\t0.623\t0.099\t0.511\t0.028\t-0.683\t0.079\t\n",
"OGLE-LMC-RRLYR-06589\t0.675\t0.050\t0.751\t0.019\t1.648\t0.042\t6300\t100\t0.162\t0.087\t0.716\t0.099\t0.559\t0.028\t-0.715\t0.077\t\n",
"OGLE-LMC-RRLYR-06591\t0.628\t0.052\t0.750\t0.020\t1.765\t0.042\t6720\t100\t-0.064\t0.088\t0.411\t0.099\t0.473\t0.028\t-0.799\t0.080\t\n",
"OGLE-LMC-RRLYR-06592\t0.611\t0.051\t0.717\t0.019\t1.637\t0.042\t6490\t100\t0.211\t0.087\t0.722\t0.099\t0.518\t0.028\t-0.599\t0.078\t\n",
"OGLE-LMC-RRLYR-06595\t0.698\t0.050\t0.838\t0.019\t1.851\t0.042\t6390\t100\t-0.326\t0.088\t0.19\t0.10\t0.527\t0.029\t-1.150\t0.078\t\n",
"OGLE-LMC-RRLYR-06598\t0.693\t0.051\t0.745\t0.019\t1.692\t0.042\t6480\t100\t0.098\t0.087\t0.617\t0.098\t0.523\t0.028\t-0.717\t0.078\t\n",
"OGLE-LMC-RRLYR-06601\t0.631\t0.053\t0.716\t0.020\t1.690\t0.042\t6700\t100\t0.115\t0.088\t0.603\t0.099\t0.477\t0.028\t-0.625\t0.080\t\n",
"OGLE-LMC-RRLYR-06602\t0.731\t0.050\t0.772\t0.019\t1.707\t0.042\t6320\t100\t0.021\t0.087\t0.592\t0.098\t0.562\t0.028\t-0.848\t0.077\t\n",
"OGLE-LMC-RRLYR-06609\t0.728\t0.051\t0.799\t0.020\t1.793\t0.042\t6450\t100\t-0.168\t0.088\t0.365\t0.099\t0.532\t0.028\t-0.995\t0.080\t\n",
"OGLE-LMC-RRLYR-06615\t0.542\t0.049\t0.683\t0.019\t1.689\t0.042\t6950\t100\t0.139\t0.087\t0.560\t0.099\t0.411\t0.028\t-0.494\t0.077\t\n",
"OGLE-LMC-RRLYR-06620\t0.618\t0.051\t0.751\t0.019\t1.688\t0.042\t6430\t100\t0.078\t0.088\t0.600\t0.099\t0.530\t0.028\t-0.748\t0.078\t\n",
"OGLE-LMC-RRLYR-06624\t0.754\t0.050\t0.839\t0.019\t1.828\t0.042\t6290\t99\t-0.274\t0.088\t0.281\t0.099\t0.562\t0.028\t-1.151\t0.078\t\n",
"OGLE-LMC-RRLYR-06625\t0.617\t0.050\t0.749\t0.019\t1.735\t0.042\t6630\t100\t-0.026\t0.087\t0.475\t0.098\t0.495\t0.028\t-0.795\t0.078\t\n",
"OGLE-LMC-RRLYR-06626\t0.659\t0.058\t0.742\t0.023\t1.684\t0.047\t6460\t110\t0.068\t0.097\t0.59\t0.11\t0.525\t0.032\t-0.747\t0.089\t\n",
"OGLE-LMC-RRLYR-06628\t0.619\t0.056\t0.766\t0.021\t1.781\t0.044\t6660\t110\t-0.121\t0.091\t0.37\t0.10\t0.488\t0.030\t-0.876\t0.084\t\n",
"OGLE-LMC-RRLYR-06630\t0.686\t0.051\t0.750\t0.019\t1.701\t0.042\t6480\t100\t0.064\t0.087\t0.596\t0.099\t0.527\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-06631\t0.583\t0.050\t0.718\t0.019\t1.687\t0.042\t6670\t100\t0.092\t0.087\t0.586\t0.098\t0.482\t0.028\t-0.657\t0.077\t\n",
"OGLE-LMC-RRLYR-06632\t0.766\t0.051\t0.750\t0.019\t1.707\t0.042\t6500\t100\t0.102\t0.088\t0.617\t0.099\t0.521\t0.028\t-0.714\t0.079\t\n",
"OGLE-LMC-RRLYR-06633\t0.635\t0.051\t0.733\t0.019\t1.672\t0.042\t6500\t100\t0.128\t0.087\t0.647\t0.099\t0.520\t0.028\t-0.682\t0.078\t\n",
"OGLE-LMC-RRLYR-06635\t0.613\t0.051\t0.718\t0.019\t1.698\t0.042\t6710\t100\t0.105\t0.087\t0.585\t0.098\t0.471\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-06636\t0.534\t0.052\t0.679\t0.020\t1.621\t0.042\t6710\t100\t0.268\t0.088\t0.746\t0.099\t0.470\t0.028\t-0.464\t0.080\t\n",
"OGLE-LMC-RRLYR-06639\t0.570\t0.050\t0.719\t0.019\t1.617\t0.043\t6440\t100\t0.222\t0.089\t0.74\t0.10\t0.524\t0.028\t-0.596\t0.078\t\n",
"OGLE-LMC-RRLYR-06644\t0.624\t0.050\t0.726\t0.019\t1.699\t0.042\t6640\t100\t0.088\t0.087\t0.573\t0.099\t0.478\t0.028\t-0.663\t0.077\t\n",
"OGLE-LMC-RRLYR-06646\t0.732\t0.052\t0.750\t0.019\t1.737\t0.042\t6610\t100\t0.012\t0.087\t0.518\t0.099\t0.496\t0.028\t-0.761\t0.078\t\n",
"OGLE-LMC-RRLYR-06649\t0.692\t0.050\t0.773\t0.019\t1.741\t0.042\t6440\t100\t-0.045\t0.087\t0.473\t0.099\t0.529\t0.028\t-0.868\t0.078\t\n",
"OGLE-LMC-RRLYR-06651\t0.652\t0.050\t0.757\t0.019\t1.660\t0.042\t6300\t100\t0.125\t0.088\t0.67\t0.10\t0.557\t0.028\t-0.746\t0.077\t\n",
"OGLE-LMC-RRLYR-06652\t0.683\t0.051\t0.737\t0.019\t1.686\t0.042\t6530\t100\t0.095\t0.087\t0.618\t0.099\t0.519\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-06653\t0.723\t0.050\t0.832\t0.019\t1.829\t0.042\t6340\t99\t-0.273\t0.088\t0.270\t0.099\t0.549\t0.028\t-1.129\t0.078\t\n",
"OGLE-LMC-RRLYR-06654\t0.694\t0.053\t0.728\t0.020\t1.695\t0.042\t6620\t100\t0.112\t0.088\t0.620\t0.099\t0.495\t0.028\t-0.660\t0.079\t\n",
"OGLE-LMC-RRLYR-06656\t0.624\t0.066\t0.746\t0.024\t1.718\t0.047\t6570\t110\t0.010\t0.098\t0.50\t0.11\t0.501\t0.031\t-0.765\t0.097\t\n",
"OGLE-LMC-RRLYR-06663\t0.601\t0.053\t0.701\t0.019\t1.676\t0.042\t6760\t100\t0.152\t0.088\t0.629\t0.099\t0.463\t0.028\t-0.566\t0.079\t\n",
"OGLE-LMC-RRLYR-06664\t0.716\t0.050\t0.753\t0.019\t1.683\t0.042\t6380\t100\t0.104\t0.087\t0.636\t0.099\t0.544\t0.028\t-0.747\t0.077\t\n",
"OGLE-LMC-RRLYR-06666\t0.699\t0.051\t0.734\t0.019\t1.704\t0.042\t6620\t100\t0.094\t0.087\t0.598\t0.099\t0.497\t0.028\t-0.678\t0.077\t\n",
"OGLE-LMC-RRLYR-06668\t0.688\t0.063\t0.719\t0.022\t1.691\t0.046\t6660\t100\t0.128\t0.093\t0.60\t0.10\t0.483\t0.029\t-0.629\t0.087\t\n",
"OGLE-LMC-RRLYR-06669\t0.599\t0.050\t0.762\t0.019\t1.747\t0.042\t6580\t100\t-0.077\t0.087\t0.439\t0.098\t0.508\t0.028\t-0.862\t0.077\t\n",
"OGLE-LMC-RRLYR-06670\t0.623\t0.051\t0.711\t0.019\t1.653\t0.042\t6600\t100\t0.201\t0.087\t0.701\t0.098\t0.497\t0.028\t-0.571\t0.078\t\n",
"OGLE-LMC-RRLYR-06672\t0.690\t0.052\t0.757\t0.020\t1.665\t0.042\t6300\t100\t0.127\t0.088\t0.67\t0.10\t0.565\t0.029\t-0.750\t0.079\t\n",
"OGLE-LMC-RRLYR-06673\t0.646\t0.050\t0.732\t0.019\t1.659\t0.042\t6460\t100\t0.169\t0.087\t0.679\t0.099\t0.523\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-06677\t0.652\t0.051\t0.712\t0.019\t1.651\t0.042\t6590\t100\t0.213\t0.087\t0.721\t0.098\t0.501\t0.028\t-0.564\t0.078\t\n",
"OGLE-LMC-RRLYR-06687\t0.549\t0.050\t0.661\t0.019\t1.580\t0.042\t6690\t100\t0.338\t0.087\t0.839\t0.099\t0.482\t0.028\t-0.417\t0.077\t\n",
"OGLE-LMC-RRLYR-06691\t0.625\t0.050\t0.712\t0.019\t1.687\t0.042\t6720\t100\t0.117\t0.087\t0.598\t0.098\t0.473\t0.028\t-0.614\t0.078\t\n",
"OGLE-LMC-RRLYR-06695\t0.654\t0.051\t0.745\t0.019\t1.706\t0.042\t6540\t100\t0.060\t0.087\t0.576\t0.098\t0.510\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-06697\t0.665\t0.050\t0.784\t0.019\t1.756\t0.042\t6430\t100\t-0.091\t0.087\t0.436\t0.099\t0.533\t0.028\t-0.917\t0.078\t\n",
"OGLE-LMC-RRLYR-06700\t0.660\t0.050\t0.795\t0.019\t1.769\t0.043\t6420\t100\t-0.125\t0.089\t0.39\t0.10\t0.521\t0.029\t-0.938\t0.077\t\n",
"OGLE-LMC-RRLYR-06701\t0.715\t0.052\t0.734\t0.019\t1.690\t0.042\t6550\t100\t0.115\t0.087\t0.635\t0.099\t0.512\t0.028\t-0.684\t0.078\t\n",
"OGLE-LMC-RRLYR-06702\t0.619\t0.050\t0.718\t0.019\t1.656\t0.042\t6550\t100\t0.197\t0.088\t0.700\t0.099\t0.504\t0.028\t-0.591\t0.078\t\n",
"OGLE-LMC-RRLYR-06706\t0.652\t0.050\t0.752\t0.019\t1.662\t0.042\t6350\t100\t0.120\t0.088\t0.66\t0.10\t0.549\t0.028\t-0.734\t0.077\t\n",
"OGLE-LMC-RRLYR-06707\t0.741\t0.050\t0.781\t0.019\t1.734\t0.042\t6370\t100\t-0.004\t0.087\t0.530\t0.098\t0.544\t0.028\t-0.855\t0.078\t\n",
"OGLE-LMC-RRLYR-06715\t0.576\t0.050\t0.654\t0.019\t1.562\t0.042\t6680\t100\t0.395\t0.088\t0.86\t0.10\t0.473\t0.029\t-0.345\t0.077\t\n",
"OGLE-LMC-RRLYR-06719\t0.668\t0.052\t0.741\t0.019\t1.708\t0.042\t6590\t100\t0.048\t0.088\t0.567\t0.099\t0.507\t0.028\t-0.735\t0.079\t\n",
"OGLE-LMC-RRLYR-06720\t0.687\t0.050\t0.743\t0.019\t1.646\t0.042\t6330\t100\t0.187\t0.087\t0.734\t0.098\t0.554\t0.028\t-0.683\t0.077\t\n",
"OGLE-LMC-RRLYR-06721\t0.740\t0.050\t0.779\t0.019\t1.699\t0.042\t6280\t100\t0.052\t0.087\t0.614\t0.099\t0.570\t0.028\t-0.830\t0.078\t\n",
"OGLE-LMC-RRLYR-06724\t0.726\t0.051\t0.747\t0.019\t1.664\t0.042\t6350\t100\t0.145\t0.087\t0.692\t0.099\t0.554\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-06727\t0.578\t0.050\t0.727\t0.019\t1.606\t0.042\t6310\t100\t0.225\t0.088\t0.78\t0.10\t0.562\t0.028\t-0.648\t0.078\t\n",
"OGLE-LMC-RRLYR-06739\t0.678\t0.051\t0.739\t0.019\t1.644\t0.042\t6370\t100\t0.210\t0.087\t0.748\t0.099\t0.546\t0.028\t-0.641\t0.078\t\n",
"OGLE-LMC-RRLYR-06740\t0.626\t0.051\t0.768\t0.019\t1.782\t0.042\t6650\t100\t-0.131\t0.087\t0.368\t0.098\t0.490\t0.028\t-0.891\t0.079\t\n",
"OGLE-LMC-RRLYR-06741\t0.657\t0.050\t0.735\t0.019\t1.696\t0.042\t6580\t100\t0.086\t0.087\t0.595\t0.099\t0.504\t0.028\t-0.699\t0.077\t\n",
"OGLE-LMC-RRLYR-06744\t0.692\t0.053\t0.760\t0.020\t1.714\t0.043\t6460\t100\t0.047\t0.089\t0.55\t0.10\t0.523\t0.029\t-0.768\t0.081\t\n",
"OGLE-LMC-RRLYR-06746\t0.791\t0.066\t0.787\t0.025\t1.722\t0.046\t6280\t110\t0.025\t0.095\t0.58\t0.10\t0.567\t0.031\t-0.860\t0.096\t\n",
"OGLE-LMC-RRLYR-06748\t0.686\t0.051\t0.766\t0.019\t1.749\t0.042\t6530\t100\t-0.047\t0.088\t0.469\t0.099\t0.514\t0.028\t-0.849\t0.079\t\n",
"OGLE-LMC-RRLYR-06751\t0.636\t0.050\t0.759\t0.019\t1.669\t0.042\t6310\t100\t0.090\t0.087\t0.646\t0.099\t0.562\t0.028\t-0.783\t0.077\t\n",
"OGLE-LMC-RRLYR-06753\t0.604\t0.050\t0.756\t0.019\t1.743\t0.042\t6590\t100\t-0.055\t0.087\t0.446\t0.098\t0.499\t0.028\t-0.827\t0.078\t\n",
"OGLE-LMC-RRLYR-06759\t0.699\t0.050\t0.755\t0.019\t1.648\t0.042\t6250\t100\t0.146\t0.087\t0.716\t0.099\t0.573\t0.028\t-0.751\t0.077\t\n",
"OGLE-LMC-RRLYR-06760\t0.693\t0.050\t0.753\t0.019\t1.659\t0.042\t6311\t99\t0.154\t0.087\t0.698\t0.099\t0.557\t0.028\t-0.721\t0.077\t\n",
"OGLE-LMC-RRLYR-06765\t0.730\t0.050\t0.767\t0.019\t1.647\t0.042\t6180\t100\t0.137\t0.087\t0.744\t0.099\t0.603\t0.028\t-0.788\t0.078\t\n",
"OGLE-LMC-RRLYR-06770\t0.745\t0.059\t0.748\t0.022\t1.719\t0.043\t6540\t110\t0.064\t0.089\t0.56\t0.10\t0.508\t0.031\t-0.730\t0.086\t\n",
"OGLE-LMC-RRLYR-06771\t0.617\t0.054\t0.711\t0.020\t1.616\t0.042\t6440\t100\t0.251\t0.088\t0.77\t0.10\t0.530\t0.029\t-0.577\t0.080\t\n",
"OGLE-LMC-RRLYR-06774\t0.657\t0.051\t0.755\t0.019\t1.748\t0.042\t6610\t100\t-0.034\t0.087\t0.467\t0.098\t0.495\t0.028\t-0.803\t0.078\t\n",
"OGLE-LMC-RRLYR-06776\t0.633\t0.050\t0.768\t0.019\t1.704\t0.042\t6350\t100\t0.006\t0.087\t0.547\t0.099\t0.548\t0.028\t-0.845\t0.078\t\n",
"OGLE-LMC-RRLYR-06778\t0.575\t0.050\t0.726\t0.019\t1.724\t0.041\t6760\t100\t0.025\t0.087\t0.498\t0.098\t0.464\t0.028\t-0.696\t0.077\t\n",
"OGLE-LMC-RRLYR-06781\t0.701\t0.050\t0.756\t0.019\t1.626\t0.042\t6190\t99\t0.200\t0.087\t0.784\t0.099\t0.590\t0.028\t-0.730\t0.077\t\n",
"OGLE-LMC-RRLYR-06786\t0.598\t0.051\t0.689\t0.020\t1.636\t0.042\t6690\t100\t0.253\t0.088\t0.72\t0.10\t0.465\t0.028\t-0.483\t0.079\t\n",
"OGLE-LMC-RRLYR-06790\t0.582\t0.051\t0.715\t0.019\t1.640\t0.042\t6530\t100\t0.193\t0.087\t0.704\t0.099\t0.513\t0.028\t-0.603\t0.078\t\n",
"OGLE-LMC-RRLYR-06792\t0.768\t0.052\t0.771\t0.019\t1.773\t0.042\t6590\t100\t-0.049\t0.087\t0.457\t0.099\t0.501\t0.028\t-0.830\t0.078\t\n",
"OGLE-LMC-RRLYR-06793\t0.691\t0.063\t0.748\t0.022\t1.681\t0.044\t6430\t110\t0.108\t0.092\t0.64\t0.10\t0.536\t0.029\t-0.715\t0.087\t\n",
"OGLE-LMC-RRLYR-06796\t0.615\t0.051\t0.730\t0.019\t1.669\t0.042\t6520\t100\t0.115\t0.087\t0.639\t0.099\t0.518\t0.028\t-0.689\t0.078\t\n",
"OGLE-LMC-RRLYR-06799\t0.694\t0.052\t0.725\t0.019\t1.691\t0.042\t6630\t100\t0.124\t0.087\t0.633\t0.099\t0.493\t0.028\t-0.647\t0.078\t\n",
"OGLE-LMC-RRLYR-06800\t0.655\t0.050\t0.754\t0.019\t1.680\t0.042\t6410\t100\t0.098\t0.088\t0.62\t0.10\t0.528\t0.028\t-0.729\t0.077\t\n",
"OGLE-LMC-RRLYR-06801\t0.683\t0.050\t0.787\t0.019\t1.754\t0.042\t6390\t100\t-0.096\t0.087\t0.438\t0.099\t0.540\t0.028\t-0.935\t0.078\t\n",
"OGLE-LMC-RRLYR-06803\t0.659\t0.054\t0.731\t0.020\t1.669\t0.042\t6510\t100\t0.147\t0.088\t0.675\t0.099\t0.517\t0.029\t-0.659\t0.081\t\n",
"OGLE-LMC-RRLYR-06806\t0.662\t0.050\t0.752\t0.019\t1.676\t0.042\t6380\t100\t0.112\t0.087\t0.643\t0.099\t0.542\t0.028\t-0.738\t0.077\t\n",
"OGLE-LMC-RRLYR-06807\t0.698\t0.050\t0.763\t0.019\t1.727\t0.042\t6470\t100\t0.007\t0.087\t0.529\t0.098\t0.526\t0.028\t-0.811\t0.078\t\n",
"OGLE-LMC-RRLYR-06809\t0.663\t0.051\t0.722\t0.020\t1.682\t0.042\t6610\t100\t0.156\t0.088\t0.639\t0.099\t0.491\t0.028\t-0.610\t0.079\t\n",
"OGLE-LMC-RRLYR-06811\t0.633\t0.051\t0.767\t0.019\t1.704\t0.042\t6370\t100\t0.039\t0.087\t0.572\t0.099\t0.542\t0.028\t-0.810\t0.078\t\n",
"OGLE-LMC-RRLYR-06813\t0.660\t0.051\t0.783\t0.019\t1.775\t0.042\t6510\t100\t-0.136\t0.087\t0.387\t0.098\t0.520\t0.028\t-0.942\t0.079\t\n",
"OGLE-LMC-RRLYR-06816\t0.704\t0.050\t0.773\t0.019\t1.700\t0.042\t6310\t100\t0.052\t0.087\t0.603\t0.099\t0.558\t0.028\t-0.816\t0.077\t\n",
"OGLE-LMC-RRLYR-06818\t0.568\t0.051\t0.699\t0.019\t1.652\t0.042\t6690\t100\t0.197\t0.088\t0.671\t0.099\t0.470\t0.028\t-0.533\t0.078\t\n",
"OGLE-LMC-RRLYR-06822\t0.663\t0.051\t0.749\t0.019\t1.700\t0.042\t6480\t100\t0.053\t0.087\t0.581\t0.099\t0.526\t0.028\t-0.767\t0.079\t\n",
"OGLE-LMC-RRLYR-06827\t0.714\t0.051\t0.732\t0.019\t1.664\t0.042\t6470\t100\t0.199\t0.087\t0.713\t0.098\t0.523\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-06832\t0.664\t0.051\t0.729\t0.019\t1.683\t0.042\t6580\t100\t0.118\t0.087\t0.632\t0.098\t0.506\t0.028\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-06837\t0.593\t0.052\t0.693\t0.019\t1.664\t0.042\t6780\t100\t0.179\t0.087\t0.651\t0.099\t0.459\t0.028\t-0.534\t0.079\t\n",
"OGLE-LMC-RRLYR-06839\t0.663\t0.051\t0.724\t0.019\t1.688\t0.042\t6640\t100\t0.121\t0.087\t0.625\t0.098\t0.493\t0.028\t-0.642\t0.077\t\n",
"OGLE-LMC-RRLYR-06844\t0.568\t0.053\t0.702\t0.020\t1.670\t0.042\t6730\t110\t0.141\t0.088\t0.618\t0.099\t0.470\t0.029\t-0.586\t0.081\t\n",
"OGLE-LMC-RRLYR-06847\t0.703\t0.051\t0.755\t0.019\t1.704\t0.042\t6450\t100\t0.064\t0.087\t0.593\t0.099\t0.531\t0.028\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-06848\t0.656\t0.051\t0.789\t0.019\t1.777\t0.042\t6460\t100\t-0.154\t0.088\t0.373\t0.099\t0.529\t0.028\t-0.971\t0.079\t\n",
"OGLE-LMC-RRLYR-06850\t0.704\t0.051\t0.752\t0.019\t1.687\t0.042\t6420\t100\t0.113\t0.087\t0.636\t0.099\t0.534\t0.028\t-0.722\t0.077\t\n",
"OGLE-LMC-RRLYR-06856\t0.636\t0.050\t0.769\t0.019\t1.686\t0.042\t6307\t99\t0.050\t0.087\t0.604\t0.099\t0.563\t0.028\t-0.833\t0.077\t\n",
"OGLE-LMC-RRLYR-06857\t0.758\t0.051\t0.775\t0.019\t1.703\t0.042\t6300\t100\t0.049\t0.087\t0.600\t0.099\t0.563\t0.028\t-0.825\t0.078\t\n",
"OGLE-LMC-RRLYR-06860\t0.646\t0.050\t0.740\t0.019\t1.618\t0.042\t6270\t100\t0.223\t0.088\t0.78\t0.10\t0.572\t0.028\t-0.670\t0.077\t\n",
"OGLE-LMC-RRLYR-06863\t0.641\t0.051\t0.732\t0.019\t1.666\t0.042\t6490\t100\t0.146\t0.087\t0.657\t0.098\t0.520\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-06866\t0.715\t0.050\t0.756\t0.019\t1.689\t0.042\t6390\t100\t0.114\t0.088\t0.648\t0.099\t0.539\t0.028\t-0.727\t0.078\t\n",
"OGLE-LMC-RRLYR-06868\t0.598\t0.050\t0.709\t0.019\t1.646\t0.042\t6590\t100\t0.181\t0.087\t0.691\t0.099\t0.503\t0.028\t-0.596\t0.077\t\n",
"OGLE-LMC-RRLYR-06869\t0.676\t0.050\t0.815\t0.019\t1.788\t0.042\t6337\t99\t-0.181\t0.087\t0.363\t0.099\t0.552\t0.028\t-1.043\t0.078\t\n",
"OGLE-LMC-RRLYR-06870\t0.544\t0.049\t0.688\t0.019\t1.668\t0.042\t6830\t100\t0.166\t0.087\t0.621\t0.099\t0.446\t0.028\t-0.523\t0.077\t\n",
"OGLE-LMC-RRLYR-06872\t0.587\t0.050\t0.742\t0.019\t1.740\t0.042\t6680\t100\t-0.026\t0.087\t0.463\t0.098\t0.477\t0.028\t-0.774\t0.078\t\n",
"OGLE-LMC-RRLYR-06874\t0.614\t0.051\t0.712\t0.019\t1.684\t0.042\t6700\t100\t0.149\t0.087\t0.627\t0.099\t0.470\t0.028\t-0.583\t0.078\t\n",
"OGLE-LMC-RRLYR-06880\t0.638\t0.050\t0.730\t0.019\t1.639\t0.042\t6410\t100\t0.192\t0.087\t0.733\t0.099\t0.544\t0.028\t-0.648\t0.078\t\n",
"OGLE-LMC-RRLYR-06884\t0.690\t0.050\t0.760\t0.019\t1.672\t0.042\t6310\t100\t0.107\t0.087\t0.661\t0.099\t0.562\t0.028\t-0.764\t0.078\t\n",
"OGLE-LMC-RRLYR-06886\t0.538\t0.049\t0.734\t0.019\t1.748\t0.042\t6780\t100\t-0.042\t0.087\t0.421\t0.098\t0.454\t0.028\t-0.751\t0.077\t\n",
"OGLE-LMC-RRLYR-06887\t0.577\t0.050\t0.691\t0.019\t1.674\t0.042\t6830\t100\t0.169\t0.087\t0.627\t0.098\t0.450\t0.028\t-0.527\t0.078\t\n",
"OGLE-LMC-RRLYR-06889\t0.696\t0.053\t0.738\t0.020\t1.698\t0.042\t6550\t100\t0.080\t0.087\t0.602\t0.099\t0.513\t0.028\t-0.715\t0.079\t\n",
"OGLE-LMC-RRLYR-06890\t0.638\t0.050\t0.728\t0.019\t1.682\t0.042\t6590\t100\t0.102\t0.087\t0.614\t0.099\t0.504\t0.028\t-0.680\t0.077\t\n",
"OGLE-LMC-RRLYR-06891\t0.773\t0.050\t0.783\t0.019\t1.743\t0.042\t6390\t100\t-0.012\t0.087\t0.513\t0.099\t0.540\t0.028\t-0.857\t0.077\t\n",
"OGLE-LMC-RRLYR-06893\t0.625\t0.050\t0.747\t0.019\t1.743\t0.042\t6670\t100\t-0.023\t0.087\t0.471\t0.098\t0.485\t0.028\t-0.774\t0.078\t\n",
"OGLE-LMC-RRLYR-06894\t0.628\t0.050\t0.722\t0.019\t1.655\t0.042\t6520\t100\t0.157\t0.087\t0.675\t0.099\t0.516\t0.028\t-0.647\t0.077\t\n",
"OGLE-LMC-RRLYR-06896\t0.631\t0.053\t0.751\t0.020\t1.749\t0.042\t6650\t100\t-0.047\t0.088\t0.449\t0.099\t0.489\t0.029\t-0.810\t0.081\t\n",
"OGLE-LMC-RRLYR-06897\t0.677\t0.050\t0.721\t0.019\t1.668\t0.042\t6570\t100\t0.194\t0.087\t0.691\t0.098\t0.502\t0.028\t-0.589\t0.077\t\n",
"OGLE-LMC-RRLYR-06898\t0.636\t0.050\t0.743\t0.019\t1.625\t0.042\t6280\t100\t0.194\t0.088\t0.75\t0.10\t0.566\t0.028\t-0.691\t0.077\t\n",
"OGLE-LMC-RRLYR-06899\t0.645\t0.050\t0.726\t0.019\t1.685\t0.042\t6610\t100\t0.111\t0.087\t0.617\t0.098\t0.498\t0.028\t-0.663\t0.077\t\n",
"OGLE-LMC-RRLYR-06906\t0.538\t0.050\t0.653\t0.019\t1.567\t0.042\t6700\t100\t0.354\t0.088\t0.83\t0.10\t0.473\t0.028\t-0.382\t0.077\t\n",
"OGLE-LMC-RRLYR-06907\t0.688\t0.052\t0.735\t0.020\t1.652\t0.042\t6400\t100\t0.166\t0.088\t0.69\t0.10\t0.540\t0.028\t-0.674\t0.078\t\n",
"OGLE-LMC-RRLYR-06908\t0.599\t0.050\t0.735\t0.019\t1.607\t0.043\t6280\t100\t0.231\t0.088\t0.79\t0.10\t0.570\t0.028\t-0.656\t0.077\t\n",
"OGLE-LMC-RRLYR-06909\t0.759\t0.050\t0.778\t0.019\t1.702\t0.042\t6280\t100\t0.054\t0.087\t0.611\t0.099\t0.567\t0.028\t-0.831\t0.077\t\n",
"OGLE-LMC-RRLYR-06910\t0.674\t0.052\t0.754\t0.019\t1.700\t0.042\t6440\t100\t0.048\t0.088\t0.586\t0.099\t0.536\t0.028\t-0.785\t0.079\t\n",
"OGLE-LMC-RRLYR-06914\t0.694\t0.051\t0.751\t0.019\t1.714\t0.042\t6530\t100\t0.038\t0.087\t0.561\t0.099\t0.517\t0.028\t-0.766\t0.078\t\n",
"OGLE-LMC-RRLYR-06915\t0.679\t0.052\t0.743\t0.019\t1.712\t0.042\t6580\t100\t0.072\t0.087\t0.581\t0.098\t0.502\t0.028\t-0.705\t0.078\t\n",
"OGLE-LMC-RRLYR-06924\t0.674\t0.050\t0.754\t0.019\t1.653\t0.042\t6280\t100\t0.155\t0.087\t0.711\t0.099\t0.566\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-06925\t0.589\t0.051\t0.718\t0.019\t1.714\t0.042\t6780\t100\t0.062\t0.087\t0.536\t0.098\t0.460\t0.028\t-0.648\t0.079\t\n",
"OGLE-LMC-RRLYR-06929\t0.665\t0.051\t0.717\t0.019\t1.658\t0.042\t6570\t100\t0.204\t0.087\t0.717\t0.098\t0.504\t0.028\t-0.582\t0.078\t\n",
"OGLE-LMC-RRLYR-06933\t0.681\t0.051\t0.729\t0.019\t1.702\t0.042\t6640\t100\t0.103\t0.087\t0.602\t0.098\t0.488\t0.028\t-0.658\t0.078\t\n",
"OGLE-LMC-RRLYR-06934\t0.670\t0.051\t0.797\t0.020\t1.751\t0.043\t6310\t100\t-0.107\t0.088\t0.44\t0.10\t0.557\t0.028\t-0.974\t0.079\t\n",
"OGLE-LMC-RRLYR-06936\t0.541\t0.051\t0.669\t0.019\t1.647\t0.042\t6890\t100\t0.234\t0.087\t0.678\t0.098\t0.435\t0.028\t-0.441\t0.078\t\n",
"OGLE-LMC-RRLYR-06938\t0.548\t0.050\t0.718\t0.019\t1.704\t0.042\t6740\t100\t0.058\t0.087\t0.534\t0.098\t0.465\t0.028\t-0.662\t0.077\t\n",
"OGLE-LMC-RRLYR-06941\t0.627\t0.054\t0.728\t0.020\t1.676\t0.043\t6560\t100\t0.124\t0.090\t0.61\t0.10\t0.494\t0.029\t-0.649\t0.082\t\n",
"OGLE-LMC-RRLYR-06950\t0.638\t0.050\t0.749\t0.019\t1.629\t0.042\t6263\t99\t0.198\t0.088\t0.76\t0.10\t0.575\t0.028\t-0.699\t0.077\t\n",
"OGLE-LMC-RRLYR-06951\t0.603\t0.051\t0.723\t0.019\t1.632\t0.042\t6420\t100\t0.198\t0.087\t0.730\t0.099\t0.536\t0.028\t-0.638\t0.078\t\n",
"OGLE-LMC-RRLYR-06952\t0.672\t0.051\t0.740\t0.019\t1.680\t0.042\t6480\t100\t0.122\t0.088\t0.64\t0.10\t0.518\t0.028\t-0.682\t0.078\t\n",
"OGLE-LMC-RRLYR-06955\t0.648\t0.051\t0.764\t0.019\t1.779\t0.042\t6680\t100\t-0.110\t0.087\t0.379\t0.099\t0.485\t0.028\t-0.862\t0.078\t\n",
"OGLE-LMC-RRLYR-06958\t0.608\t0.055\t0.706\t0.021\t1.614\t0.044\t6490\t110\t0.254\t0.091\t0.78\t0.10\t0.527\t0.029\t-0.564\t0.083\t\n",
"OGLE-LMC-RRLYR-06961\t0.570\t0.051\t0.708\t0.019\t1.698\t0.042\t6800\t100\t0.099\t0.087\t0.567\t0.098\t0.457\t0.028\t-0.606\t0.078\t\n",
"OGLE-LMC-RRLYR-06962\t0.631\t0.050\t0.732\t0.019\t1.705\t0.042\t6640\t100\t0.061\t0.087\t0.558\t0.098\t0.490\t0.028\t-0.698\t0.077\t\n",
"OGLE-LMC-RRLYR-06963\t0.679\t0.052\t0.781\t0.020\t1.706\t0.042\t6280\t100\t0.015\t0.088\t0.576\t0.099\t0.566\t0.028\t-0.865\t0.078\t\n",
"OGLE-LMC-RRLYR-06966\t0.528\t0.050\t0.679\t0.019\t1.646\t0.041\t6820\t100\t0.210\t0.087\t0.668\t0.098\t0.450\t0.028\t-0.491\t0.077\t\n",
"OGLE-LMC-RRLYR-06969\t0.724\t0.051\t0.744\t0.019\t1.680\t0.042\t6440\t100\t0.119\t0.087\t0.656\t0.099\t0.537\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-06971\t0.617\t0.051\t0.721\t0.019\t1.668\t0.042\t6580\t100\t0.162\t0.088\t0.663\t0.099\t0.500\t0.028\t-0.612\t0.079\t\n",
"OGLE-LMC-RRLYR-06977\t0.735\t0.052\t0.761\t0.019\t1.762\t0.042\t6620\t100\t-0.046\t0.087\t0.443\t0.099\t0.493\t0.028\t-0.808\t0.078\t\n",
"OGLE-LMC-RRLYR-06979\t0.542\t0.050\t0.666\t0.019\t1.574\t0.042\t6630\t100\t0.334\t0.087\t0.840\t0.099\t0.496\t0.028\t-0.443\t0.077\t\n",
"OGLE-LMC-RRLYR-06996\t0.605\t0.054\t0.718\t0.020\t1.683\t0.042\t6660\t100\t0.110\t0.087\t0.608\t0.099\t0.485\t0.029\t-0.641\t0.080\t\n",
"OGLE-LMC-RRLYR-06999\t0.614\t0.050\t0.701\t0.019\t1.660\t0.042\t6700\t100\t0.214\t0.087\t0.687\t0.099\t0.472\t0.028\t-0.523\t0.078\t\n",
"OGLE-LMC-RRLYR-07000\t0.622\t0.056\t0.752\t0.020\t1.762\t0.043\t6710\t100\t-0.058\t0.089\t0.440\t0.099\t0.480\t0.029\t-0.798\t0.083\t\n",
"OGLE-LMC-RRLYR-07003\t0.647\t0.051\t0.724\t0.019\t1.668\t0.042\t6540\t100\t0.146\t0.087\t0.655\t0.099\t0.511\t0.028\t-0.651\t0.077\t\n",
"OGLE-LMC-RRLYR-07006\t0.617\t0.051\t0.753\t0.019\t1.760\t0.042\t6690\t100\t-0.071\t0.087\t0.417\t0.099\t0.482\t0.028\t-0.818\t0.079\t\n",
"OGLE-LMC-RRLYR-07007\t0.599\t0.050\t0.732\t0.019\t1.620\t0.042\t6330\t100\t0.212\t0.087\t0.761\t0.099\t0.556\t0.028\t-0.664\t0.077\t\n",
"OGLE-LMC-RRLYR-07009\t0.527\t0.050\t0.678\t0.019\t1.602\t0.042\t6660\t100\t0.262\t0.087\t0.764\t0.099\t0.486\t0.028\t-0.488\t0.077\t\n",
"OGLE-LMC-RRLYR-07014\t0.686\t0.051\t0.757\t0.019\t1.745\t0.042\t6605\t99\t-0.020\t0.087\t0.493\t0.099\t0.502\t0.028\t-0.798\t0.078\t\n",
"OGLE-LMC-RRLYR-07015\t0.607\t0.050\t0.758\t0.019\t1.670\t0.042\t6340\t100\t0.094\t0.088\t0.64\t0.10\t0.552\t0.028\t-0.767\t0.077\t\n",
"OGLE-LMC-RRLYR-07021\t0.740\t0.050\t0.758\t0.019\t1.668\t0.042\t6317\t99\t0.145\t0.088\t0.69\t0.10\t0.553\t0.028\t-0.724\t0.077\t\n",
"OGLE-LMC-RRLYR-07022\t0.638\t0.051\t0.739\t0.019\t1.620\t0.043\t6290\t100\t0.212\t0.089\t0.77\t0.10\t0.568\t0.028\t-0.677\t0.078\t\n",
"OGLE-LMC-RRLYR-07023\t0.599\t0.050\t0.749\t0.019\t1.724\t0.042\t6580\t100\t-0.011\t0.087\t0.493\t0.099\t0.502\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-07027\t0.701\t0.050\t0.823\t0.019\t1.808\t0.042\t6339\t99\t-0.228\t0.087\t0.317\t0.099\t0.550\t0.028\t-1.087\t0.078\t\n",
"OGLE-LMC-RRLYR-07029\t0.529\t0.050\t0.692\t0.019\t1.629\t0.042\t6660\t100\t0.226\t0.087\t0.724\t0.098\t0.484\t0.028\t-0.527\t0.077\t\n",
"OGLE-LMC-RRLYR-07031\t0.676\t0.050\t0.744\t0.019\t1.683\t0.042\t6460\t100\t0.120\t0.087\t0.641\t0.099\t0.527\t0.028\t-0.699\t0.077\t\n",
"OGLE-LMC-RRLYR-07039\t0.590\t0.050\t0.705\t0.019\t1.682\t0.042\t6760\t100\t0.130\t0.087\t0.603\t0.098\t0.464\t0.028\t-0.589\t0.077\t\n",
"OGLE-LMC-RRLYR-07041\t0.711\t0.051\t0.753\t0.019\t1.690\t0.042\t6410\t100\t0.086\t0.087\t0.621\t0.099\t0.541\t0.028\t-0.757\t0.078\t\n",
"OGLE-LMC-RRLYR-07042\t0.704\t0.050\t0.765\t0.019\t1.708\t0.042\t6400\t100\t0.044\t0.087\t0.574\t0.098\t0.539\t0.028\t-0.796\t0.077\t\n",
"OGLE-LMC-RRLYR-07044\t0.622\t0.051\t0.757\t0.019\t1.733\t0.042\t6540\t100\t-0.029\t0.087\t0.484\t0.099\t0.511\t0.028\t-0.819\t0.078\t\n",
"OGLE-LMC-RRLYR-07045\t0.694\t0.050\t0.768\t0.019\t1.695\t0.042\t6350\t100\t0.068\t0.087\t0.605\t0.099\t0.542\t0.028\t-0.782\t0.077\t\n",
"OGLE-LMC-RRLYR-07048\t0.541\t0.049\t0.677\t0.019\t1.648\t0.041\t6845\t99\t0.225\t0.087\t0.676\t0.098\t0.445\t0.028\t-0.464\t0.077\t\n",
"OGLE-LMC-RRLYR-07049\t0.558\t0.051\t0.688\t0.019\t1.671\t0.042\t6840\t100\t0.179\t0.087\t0.631\t0.099\t0.439\t0.028\t-0.505\t0.078\t\n",
"OGLE-LMC-RRLYR-07053\t0.561\t0.050\t0.666\t0.019\t1.556\t0.042\t6600\t100\t0.350\t0.088\t0.85\t0.10\t0.492\t0.028\t-0.412\t0.077\t\n",
"OGLE-LMC-RRLYR-07055\t0.711\t0.050\t0.767\t0.019\t1.700\t0.042\t6350\t100\t0.070\t0.087\t0.602\t0.099\t0.546\t0.028\t-0.785\t0.077\t\n",
"OGLE-LMC-RRLYR-07057\t0.656\t0.050\t0.725\t0.019\t1.678\t0.042\t6560\t100\t0.132\t0.088\t0.637\t0.099\t0.499\t0.028\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-07062\t0.714\t0.050\t0.751\t0.019\t1.717\t0.042\t6530\t100\t0.060\t0.087\t0.573\t0.098\t0.513\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-07065\t0.696\t0.050\t0.769\t0.019\t1.718\t0.042\t6400\t100\t0.013\t0.087\t0.546\t0.098\t0.540\t0.028\t-0.828\t0.078\t\n",
"OGLE-LMC-RRLYR-07066\t0.664\t0.050\t0.762\t0.019\t1.725\t0.042\t6470\t100\t-0.011\t0.087\t0.518\t0.099\t0.527\t0.028\t-0.829\t0.078\t\n",
"OGLE-LMC-RRLYR-07067\t0.597\t0.051\t0.713\t0.019\t1.648\t0.042\t6560\t100\t0.198\t0.087\t0.697\t0.098\t0.503\t0.028\t-0.582\t0.078\t\n",
"OGLE-LMC-RRLYR-07068\t0.658\t0.050\t0.787\t0.019\t1.788\t0.042\t6530\t100\t-0.165\t0.087\t0.348\t0.098\t0.513\t0.028\t-0.960\t0.078\t\n",
"OGLE-LMC-RRLYR-07071\t0.684\t0.052\t0.744\t0.020\t1.672\t0.042\t6420\t100\t0.126\t0.087\t0.653\t0.099\t0.537\t0.028\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-07075\t0.659\t0.050\t0.739\t0.019\t1.684\t0.042\t6510\t100\t0.081\t0.087\t0.610\t0.099\t0.522\t0.028\t-0.726\t0.077\t\n",
"OGLE-LMC-RRLYR-07077\t0.656\t0.050\t0.748\t0.019\t1.656\t0.042\t6330\t100\t0.146\t0.087\t0.691\t0.099\t0.554\t0.028\t-0.719\t0.077\t\n",
"OGLE-LMC-RRLYR-07079\t0.693\t0.050\t0.744\t0.019\t1.658\t0.042\t6360\t100\t0.158\t0.087\t0.699\t0.099\t0.550\t0.028\t-0.702\t0.077\t\n",
"OGLE-LMC-RRLYR-07085\t0.634\t0.053\t0.726\t0.020\t1.670\t0.042\t6540\t100\t0.153\t0.088\t0.656\t0.099\t0.507\t0.028\t-0.639\t0.081\t\n",
"OGLE-LMC-RRLYR-07086\t0.649\t0.051\t0.718\t0.019\t1.682\t0.042\t6660\t100\t0.125\t0.087\t0.623\t0.098\t0.488\t0.028\t-0.630\t0.078\t\n",
"OGLE-LMC-RRLYR-07088\t0.666\t0.051\t0.747\t0.019\t1.683\t0.042\t6430\t100\t0.102\t0.087\t0.620\t0.099\t0.530\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-07089\t0.710\t0.050\t0.771\t0.019\t1.688\t0.042\t6290\t100\t0.078\t0.087\t0.633\t0.099\t0.563\t0.028\t-0.802\t0.077\t\n",
"OGLE-LMC-RRLYR-07090\t0.689\t0.050\t0.765\t0.019\t1.686\t0.042\t6340\t100\t0.086\t0.087\t0.627\t0.099\t0.549\t0.028\t-0.774\t0.077\t\n",
"OGLE-LMC-RRLYR-07095\t0.620\t0.050\t0.768\t0.019\t1.768\t0.042\t6600\t100\t-0.106\t0.087\t0.399\t0.098\t0.500\t0.028\t-0.880\t0.077\t\n",
"OGLE-LMC-RRLYR-07096\t0.737\t0.051\t0.768\t0.020\t1.708\t0.042\t6370\t100\t0.056\t0.088\t0.589\t0.099\t0.545\t0.028\t-0.793\t0.079\t\n",
"OGLE-LMC-RRLYR-07097\t0.651\t0.051\t0.718\t0.019\t1.658\t0.042\t6570\t100\t0.176\t0.087\t0.688\t0.099\t0.508\t0.028\t-0.615\t0.078\t\n",
"OGLE-LMC-RRLYR-07111\t0.623\t0.051\t0.777\t0.019\t1.786\t0.042\t6610\t100\t-0.161\t0.087\t0.352\t0.098\t0.503\t0.028\t-0.941\t0.079\t\n",
"OGLE-LMC-RRLYR-07112\t0.566\t0.051\t0.713\t0.019\t1.701\t0.042\t6770\t100\t0.083\t0.087\t0.560\t0.098\t0.459\t0.028\t-0.624\t0.078\t\n",
"OGLE-LMC-RRLYR-07113\t0.646\t0.050\t0.759\t0.019\t1.675\t0.042\t6330\t100\t0.095\t0.087\t0.641\t0.099\t0.553\t0.028\t-0.768\t0.078\t\n",
"OGLE-LMC-RRLYR-07114\t0.728\t0.053\t0.801\t0.020\t1.866\t0.042\t6720\t100\t-0.279\t0.089\t0.194\t0.099\t0.475\t0.028\t-1.009\t0.081\t\n",
"OGLE-LMC-RRLYR-07116\t0.724\t0.051\t0.758\t0.019\t1.701\t0.042\t6400\t100\t0.079\t0.088\t0.610\t0.099\t0.538\t0.028\t-0.766\t0.079\t\n",
"OGLE-LMC-RRLYR-07119\t0.670\t0.052\t0.764\t0.020\t1.743\t0.042\t6530\t100\t-0.033\t0.088\t0.485\t0.099\t0.514\t0.029\t-0.834\t0.080\t\n",
"OGLE-LMC-RRLYR-07120\t0.656\t0.051\t0.730\t0.019\t1.678\t0.042\t6540\t100\t0.129\t0.087\t0.641\t0.098\t0.512\t0.028\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-07123\t0.613\t0.052\t0.739\t0.019\t1.701\t0.042\t6560\t100\t0.052\t0.087\t0.559\t0.099\t0.507\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-07124\t0.674\t0.052\t0.758\t0.020\t1.722\t0.042\t6510\t100\t-0.004\t0.088\t0.524\t0.099\t0.523\t0.028\t-0.819\t0.080\t\n",
"OGLE-LMC-RRLYR-07126\t0.613\t0.050\t0.736\t0.019\t1.609\t0.042\t6260\t100\t0.226\t0.088\t0.79\t0.10\t0.575\t0.028\t-0.671\t0.077\t\n",
"OGLE-LMC-RRLYR-07128\t0.656\t0.050\t0.747\t0.019\t1.637\t0.042\t6280\t100\t0.180\t0.087\t0.739\t0.099\t0.571\t0.028\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-07131\t0.674\t0.050\t0.739\t0.019\t1.664\t0.042\t6430\t100\t0.159\t0.087\t0.679\t0.098\t0.532\t0.028\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-07134\t0.584\t0.052\t0.679\t0.019\t1.644\t0.042\t6800\t100\t0.226\t0.088\t0.695\t0.099\t0.455\t0.029\t-0.478\t0.079\t\n",
"OGLE-LMC-RRLYR-07135\t0.644\t0.053\t0.738\t0.020\t1.657\t0.043\t6410\t100\t0.182\t0.089\t0.71\t0.10\t0.534\t0.029\t-0.657\t0.080\t\n",
"OGLE-LMC-RRLYR-07137\t0.657\t0.050\t0.728\t0.019\t1.683\t0.042\t6570\t100\t0.136\t0.087\t0.633\t0.099\t0.498\t0.028\t-0.640\t0.078\t\n",
"OGLE-LMC-RRLYR-07141\t0.667\t0.051\t0.735\t0.019\t1.679\t0.042\t6510\t100\t0.152\t0.089\t0.66\t0.10\t0.509\t0.028\t-0.645\t0.079\t\n",
"OGLE-LMC-RRLYR-07144\t0.584\t0.056\t0.718\t0.021\t1.652\t0.043\t6540\t110\t0.154\t0.089\t0.67\t0.10\t0.511\t0.029\t-0.638\t0.083\t\n",
"OGLE-LMC-RRLYR-07145\t0.660\t0.051\t0.752\t0.019\t1.648\t0.042\t6280\t100\t0.157\t0.088\t0.71\t0.10\t0.565\t0.029\t-0.720\t0.079\t\n",
"OGLE-LMC-RRLYR-07150\t0.722\t0.050\t0.762\t0.019\t1.693\t0.042\t6350\t100\t0.085\t0.087\t0.621\t0.099\t0.549\t0.028\t-0.774\t0.077\t\n",
"OGLE-LMC-RRLYR-07154\t0.577\t0.052\t0.712\t0.019\t1.688\t0.042\t6730\t100\t0.112\t0.087\t0.601\t0.099\t0.473\t0.028\t-0.619\t0.079\t\n",
"OGLE-LMC-RRLYR-07161\t0.773\t0.051\t0.763\t0.019\t1.714\t0.042\t6430\t100\t0.078\t0.087\t0.609\t0.098\t0.535\t0.028\t-0.757\t0.078\t\n",
"OGLE-LMC-RRLYR-07163\t0.699\t0.051\t0.775\t0.019\t1.751\t0.042\t6470\t100\t-0.058\t0.087\t0.458\t0.099\t0.523\t0.028\t-0.872\t0.079\t\n",
"OGLE-LMC-RRLYR-07172\t0.659\t0.052\t0.723\t0.019\t1.664\t0.042\t6550\t100\t0.146\t0.087\t0.666\t0.099\t0.514\t0.028\t-0.651\t0.078\t\n",
"OGLE-LMC-RRLYR-07185\t0.644\t0.050\t0.714\t0.019\t1.670\t0.042\t6640\t100\t0.148\t0.087\t0.651\t0.098\t0.492\t0.028\t-0.615\t0.078\t\n",
"OGLE-LMC-RRLYR-07186\t0.678\t0.057\t0.741\t0.021\t1.704\t0.043\t6560\t110\t0.080\t0.090\t0.58\t0.10\t0.506\t0.030\t-0.711\t0.084\t\n",
"OGLE-LMC-RRLYR-07188\t0.627\t0.050\t0.749\t0.019\t1.725\t0.042\t6590\t100\t-0.003\t0.087\t0.508\t0.099\t0.503\t0.028\t-0.783\t0.077\t\n",
"OGLE-LMC-RRLYR-07189\t0.609\t0.051\t0.731\t0.019\t1.626\t0.043\t6390\t100\t0.208\t0.089\t0.74\t0.10\t0.542\t0.029\t-0.638\t0.078\t\n",
"OGLE-LMC-RRLYR-07192\t0.620\t0.052\t0.727\t0.019\t1.655\t0.042\t6480\t100\t0.144\t0.088\t0.679\t0.099\t0.529\t0.028\t-0.677\t0.078\t\n",
"OGLE-LMC-RRLYR-07195\t0.584\t0.050\t0.709\t0.019\t1.680\t0.042\t6710\t100\t0.126\t0.087\t0.609\t0.098\t0.472\t0.028\t-0.606\t0.077\t\n",
"OGLE-LMC-RRLYR-07197\t0.521\t0.050\t0.661\t0.019\t1.592\t0.042\t6750\t100\t0.329\t0.087\t0.809\t0.098\t0.464\t0.028\t-0.392\t0.077\t\n",
"OGLE-LMC-RRLYR-07198\t0.587\t0.051\t0.747\t0.019\t1.728\t0.042\t6610\t100\t-0.017\t0.087\t0.484\t0.099\t0.496\t0.028\t-0.783\t0.078\t\n",
"OGLE-LMC-RRLYR-07200\t0.688\t0.051\t0.751\t0.019\t1.695\t0.042\t6450\t100\t0.081\t0.087\t0.594\t0.099\t0.527\t0.028\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-07202\t0.598\t0.052\t0.722\t0.019\t1.728\t0.042\t6800\t100\t0.030\t0.088\t0.492\t0.099\t0.456\t0.028\t-0.676\t0.079\t\n",
"OGLE-LMC-RRLYR-07205\t0.592\t0.050\t0.731\t0.019\t1.718\t0.042\t6700\t100\t0.026\t0.087\t0.517\t0.098\t0.481\t0.028\t-0.722\t0.079\t\n",
"OGLE-LMC-RRLYR-07209\t0.656\t0.051\t0.740\t0.019\t1.682\t0.042\t6490\t100\t0.103\t0.087\t0.631\t0.099\t0.525\t0.028\t-0.712\t0.078\t\n",
"OGLE-LMC-RRLYR-07217\t0.599\t0.051\t0.713\t0.019\t1.640\t0.042\t6540\t100\t0.184\t0.087\t0.708\t0.099\t0.516\t0.028\t-0.613\t0.078\t\n",
"OGLE-LMC-RRLYR-07220\t0.628\t0.050\t0.763\t0.019\t1.702\t0.042\t6380\t100\t0.012\t0.088\t0.555\t0.099\t0.545\t0.028\t-0.829\t0.078\t\n",
"OGLE-LMC-RRLYR-07221\t0.664\t0.055\t0.728\t0.020\t1.709\t0.043\t6680\t100\t0.089\t0.089\t0.56\t0.10\t0.478\t0.029\t-0.657\t0.080\t\n",
"OGLE-LMC-RRLYR-07223\t0.560\t0.050\t0.669\t0.019\t1.618\t0.042\t6790\t100\t0.262\t0.088\t0.706\t0.099\t0.433\t0.028\t-0.421\t0.078\t\n",
"OGLE-LMC-RRLYR-07227\t0.609\t0.052\t0.724\t0.020\t1.659\t0.042\t6530\t100\t0.160\t0.087\t0.669\t0.099\t0.512\t0.028\t-0.638\t0.079\t\n",
"OGLE-LMC-RRLYR-07228\t0.696\t0.051\t0.756\t0.019\t1.724\t0.042\t6520\t100\t0.027\t0.087\t0.548\t0.098\t0.516\t0.028\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-07230\t0.597\t0.052\t0.713\t0.020\t1.689\t0.042\t6730\t100\t0.107\t0.088\t0.589\t0.099\t0.471\t0.028\t-0.623\t0.079\t\n",
"OGLE-LMC-RRLYR-07231\t0.607\t0.051\t0.705\t0.020\t1.656\t0.042\t6660\t100\t0.203\t0.088\t0.687\t0.099\t0.481\t0.028\t-0.550\t0.079\t\n",
"OGLE-LMC-RRLYR-07233\t0.607\t0.050\t0.734\t0.019\t1.631\t0.042\t6370\t99\t0.189\t0.088\t0.72\t0.10\t0.545\t0.028\t-0.664\t0.077\t\n",
"OGLE-LMC-RRLYR-07234\t0.634\t0.052\t0.723\t0.020\t1.668\t0.042\t6560\t100\t0.158\t0.088\t0.665\t0.099\t0.507\t0.028\t-0.632\t0.079\t\n",
"OGLE-LMC-RRLYR-07236\t0.598\t0.050\t0.703\t0.019\t1.659\t0.042\t6650\t100\t0.174\t0.087\t0.671\t0.099\t0.485\t0.028\t-0.581\t0.078\t\n",
"OGLE-LMC-RRLYR-07239\t0.645\t0.051\t0.727\t0.019\t1.665\t0.042\t6520\t100\t0.157\t0.087\t0.669\t0.099\t0.516\t0.028\t-0.644\t0.078\t\n",
"OGLE-LMC-RRLYR-07243\t0.699\t0.052\t0.751\t0.020\t1.719\t0.042\t6530\t100\t0.030\t0.088\t0.538\t0.099\t0.513\t0.028\t-0.768\t0.079\t\n",
"OGLE-LMC-RRLYR-07245\t0.620\t0.050\t0.774\t0.019\t1.703\t0.043\t6330\t100\t0.004\t0.089\t0.55\t0.10\t0.547\t0.029\t-0.846\t0.078\t\n",
"OGLE-LMC-RRLYR-07246\t0.612\t0.051\t0.728\t0.019\t1.707\t0.042\t6670\t100\t0.058\t0.087\t0.548\t0.098\t0.484\t0.028\t-0.690\t0.078\t\n",
"OGLE-LMC-RRLYR-07247\t0.644\t0.051\t0.735\t0.019\t1.644\t0.042\t6380\t100\t0.183\t0.087\t0.714\t0.099\t0.542\t0.028\t-0.662\t0.078\t\n",
"OGLE-LMC-RRLYR-07248\t0.568\t0.053\t0.713\t0.020\t1.629\t0.042\t6500\t100\t0.211\t0.088\t0.744\t0.099\t0.521\t0.029\t-0.597\t0.080\t\n",
"OGLE-LMC-RRLYR-07250\t0.700\t0.050\t0.767\t0.019\t1.674\t0.042\t6282\t99\t0.101\t0.087\t0.658\t0.099\t0.567\t0.028\t-0.783\t0.077\t\n",
"OGLE-LMC-RRLYR-07253\t0.774\t0.050\t0.781\t0.019\t1.685\t0.042\t6210\t99\t0.091\t0.087\t0.663\t0.099\t0.580\t0.028\t-0.827\t0.077\t\n",
"OGLE-LMC-RRLYR-07255\t0.585\t0.051\t0.722\t0.019\t1.723\t0.042\t6790\t100\t0.037\t0.088\t0.505\t0.099\t0.461\t0.028\t-0.675\t0.078\t\n",
"OGLE-LMC-RRLYR-07256\t0.622\t0.050\t0.733\t0.019\t1.715\t0.042\t6660\t100\t0.058\t0.087\t0.549\t0.098\t0.482\t0.028\t-0.690\t0.077\t\n",
"OGLE-LMC-RRLYR-07261\t0.752\t0.051\t0.799\t0.019\t1.801\t0.042\t6480\t100\t-0.170\t0.087\t0.373\t0.099\t0.532\t0.028\t-0.996\t0.078\t\n",
"OGLE-LMC-RRLYR-07262\t0.606\t0.063\t0.710\t0.024\t1.683\t0.044\t6710\t120\t0.143\t0.092\t0.61\t0.10\t0.468\t0.032\t-0.586\t0.093\t\n",
"OGLE-LMC-RRLYR-07266\t0.740\t0.050\t0.768\t0.019\t1.646\t0.042\t6181\t99\t0.155\t0.087\t0.740\t0.099\t0.591\t0.028\t-0.780\t0.077\t\n",
"OGLE-LMC-RRLYR-07269\t0.555\t0.050\t0.736\t0.019\t1.748\t0.041\t6770\t100\t-0.035\t0.087\t0.431\t0.098\t0.461\t0.028\t-0.752\t0.078\t\n",
"OGLE-LMC-RRLYR-07270\t0.692\t0.051\t0.740\t0.019\t1.691\t0.042\t6510\t100\t0.106\t0.087\t0.614\t0.099\t0.516\t0.028\t-0.699\t0.078\t\n",
"OGLE-LMC-RRLYR-07277\t0.589\t0.052\t0.714\t0.019\t1.669\t0.042\t6630\t100\t0.135\t0.087\t0.619\t0.099\t0.484\t0.028\t-0.614\t0.078\t\n",
"OGLE-LMC-RRLYR-07278\t0.645\t0.052\t0.713\t0.019\t1.669\t0.042\t6640\t100\t0.156\t0.087\t0.664\t0.099\t0.495\t0.028\t-0.611\t0.078\t\n",
"OGLE-LMC-RRLYR-07279\t0.634\t0.050\t0.736\t0.019\t1.723\t0.042\t6670\t100\t0.030\t0.087\t0.522\t0.098\t0.482\t0.028\t-0.718\t0.078\t\n",
"OGLE-LMC-RRLYR-07287\t0.679\t0.051\t0.739\t0.019\t1.682\t0.042\t6500\t100\t0.125\t0.087\t0.655\t0.098\t0.523\t0.028\t-0.688\t0.078\t\n",
"OGLE-LMC-RRLYR-07288\t0.783\t0.050\t0.789\t0.019\t1.717\t0.042\t6251\t99\t0.018\t0.087\t0.584\t0.099\t0.574\t0.028\t-0.878\t0.077\t\n",
"OGLE-LMC-RRLYR-07295\t0.741\t0.052\t0.747\t0.019\t1.700\t0.042\t6500\t100\t0.098\t0.088\t0.622\t0.099\t0.523\t0.028\t-0.720\t0.079\t\n",
"OGLE-LMC-RRLYR-07296\t0.695\t0.052\t0.768\t0.020\t1.742\t0.042\t6510\t100\t-0.018\t0.088\t0.494\t0.099\t0.515\t0.028\t-0.818\t0.079\t\n",
"OGLE-LMC-RRLYR-07298\t0.733\t0.050\t0.761\t0.019\t1.697\t0.042\t6360\t100\t0.069\t0.087\t0.626\t0.098\t0.552\t0.028\t-0.796\t0.077\t\n",
"OGLE-LMC-RRLYR-07299\t0.597\t0.050\t0.746\t0.019\t1.742\t0.042\t6680\t100\t-0.039\t0.087\t0.458\t0.098\t0.486\t0.028\t-0.792\t0.078\t\n",
"OGLE-LMC-RRLYR-07300\t0.725\t0.051\t0.764\t0.019\t1.708\t0.042\t6380\t100\t0.038\t0.087\t0.574\t0.098\t0.543\t0.028\t-0.812\t0.078\t\n",
"OGLE-LMC-RRLYR-07303\t0.721\t0.051\t0.761\t0.019\t1.669\t0.042\t6310\t100\t0.131\t0.088\t0.688\t0.099\t0.564\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-07304\t0.684\t0.051\t0.777\t0.019\t1.792\t0.042\t6620\t100\t-0.143\t0.087\t0.349\t0.098\t0.490\t0.028\t-0.901\t0.079\t\n",
"OGLE-LMC-RRLYR-07307\t0.570\t0.050\t0.709\t0.019\t1.695\t0.042\t6780\t100\t0.095\t0.087\t0.558\t0.098\t0.458\t0.028\t-0.615\t0.078\t\n",
"OGLE-LMC-RRLYR-07308\t0.668\t0.050\t0.786\t0.019\t1.782\t0.042\t6510\t100\t-0.148\t0.087\t0.371\t0.099\t0.519\t0.028\t-0.949\t0.078\t\n",
"OGLE-LMC-RRLYR-07311\t0.587\t0.050\t0.726\t0.019\t1.723\t0.042\t6750\t100\t0.024\t0.087\t0.495\t0.098\t0.465\t0.028\t-0.696\t0.077\t\n",
"OGLE-LMC-RRLYR-07314\t0.661\t0.051\t0.722\t0.019\t1.694\t0.042\t6670\t100\t0.102\t0.087\t0.600\t0.098\t0.486\t0.028\t-0.651\t0.078\t\n",
"OGLE-LMC-RRLYR-07318\t0.643\t0.050\t0.808\t0.019\t1.825\t0.044\t6510\t110\t-0.257\t0.091\t0.24\t0.10\t0.497\t0.030\t-1.026\t0.078\t\n",
"OGLE-LMC-RRLYR-07319\t0.677\t0.050\t0.757\t0.019\t1.697\t0.042\t6410\t100\t0.045\t0.087\t0.580\t0.099\t0.540\t0.028\t-0.795\t0.077\t\n",
"OGLE-LMC-RRLYR-07321\t0.666\t0.051\t0.741\t0.019\t1.678\t0.042\t6450\t100\t0.124\t0.087\t0.639\t0.098\t0.526\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-07323\t0.547\t0.050\t0.656\t0.019\t1.617\t0.042\t6870\t100\t0.287\t0.087\t0.709\t0.099\t0.416\t0.028\t-0.369\t0.077\t\n",
"OGLE-LMC-RRLYR-07326\t0.696\t0.050\t0.762\t0.019\t1.750\t0.042\t6570\t100\t-0.026\t0.087\t0.486\t0.098\t0.505\t0.028\t-0.810\t0.077\t\n",
"OGLE-LMC-RRLYR-07328\t0.625\t0.051\t0.722\t0.019\t1.697\t0.042\t6680\t100\t0.082\t0.087\t0.571\t0.099\t0.483\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-07329\t0.561\t0.050\t0.710\t0.019\t1.677\t0.042\t6700\t100\t0.107\t0.087\t0.598\t0.099\t0.479\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-07330\t0.642\t0.050\t0.737\t0.019\t1.692\t0.042\t6550\t100\t0.073\t0.087\t0.589\t0.099\t0.512\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-07331\t0.524\t0.051\t0.693\t0.019\t1.647\t0.042\t6720\t100\t0.189\t0.087\t0.669\t0.098\t0.469\t0.028\t-0.534\t0.078\t\n",
"OGLE-LMC-RRLYR-07334\t0.608\t0.050\t0.768\t0.019\t1.719\t0.043\t6440\t100\t-0.021\t0.089\t0.49\t0.10\t0.521\t0.029\t-0.831\t0.078\t\n",
"OGLE-LMC-RRLYR-07335\t0.768\t0.050\t0.776\t0.019\t1.726\t0.042\t6370\t100\t0.024\t0.087\t0.555\t0.099\t0.544\t0.028\t-0.825\t0.077\t\n",
"OGLE-LMC-RRLYR-07337\t0.658\t0.050\t0.738\t0.019\t1.705\t0.042\t6600\t100\t0.067\t0.087\t0.573\t0.098\t0.500\t0.028\t-0.711\t0.077\t\n",
"OGLE-LMC-RRLYR-07340\t0.713\t0.050\t0.785\t0.019\t1.717\t0.042\t6293\t99\t-0.002\t0.087\t0.548\t0.099\t0.561\t0.028\t-0.882\t0.077\t\n",
"OGLE-LMC-RRLYR-07341\t0.573\t0.050\t0.681\t0.019\t1.644\t0.042\t6780\t100\t0.235\t0.088\t0.687\t0.099\t0.447\t0.028\t-0.471\t0.078\t\n",
"OGLE-LMC-RRLYR-07342\t0.527\t0.050\t0.710\t0.019\t1.701\t0.042\t6780\t100\t0.069\t0.087\t0.533\t0.098\t0.452\t0.028\t-0.636\t0.077\t\n",
"OGLE-LMC-RRLYR-07343\t0.581\t0.054\t0.765\t0.021\t1.691\t0.043\t6350\t110\t0.029\t0.090\t0.57\t0.10\t0.551\t0.029\t-0.834\t0.083\t\n",
"OGLE-LMC-RRLYR-07347\t0.758\t0.051\t0.775\t0.020\t1.702\t0.043\t6290\t100\t0.065\t0.088\t0.60\t0.10\t0.557\t0.028\t-0.808\t0.078\t\n",
"OGLE-LMC-RRLYR-07356\t0.753\t0.050\t0.767\t0.019\t1.667\t0.042\t6221\t99\t0.149\t0.087\t0.716\t0.099\t0.576\t0.028\t-0.760\t0.078\t\n",
"OGLE-LMC-RRLYR-07358\t0.564\t0.054\t0.677\t0.020\t1.660\t0.042\t6870\t100\t0.200\t0.088\t0.649\t0.099\t0.437\t0.029\t-0.478\t0.080\t\n",
"OGLE-LMC-RRLYR-07359\t0.676\t0.051\t0.745\t0.019\t1.690\t0.042\t6480\t100\t0.101\t0.087\t0.618\t0.099\t0.523\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-07361\t0.606\t0.051\t0.705\t0.019\t1.654\t0.042\t6660\t100\t0.186\t0.087\t0.683\t0.098\t0.486\t0.028\t-0.568\t0.077\t\n",
"OGLE-LMC-RRLYR-07362\t0.693\t0.051\t0.748\t0.019\t1.708\t0.042\t6530\t100\t0.055\t0.087\t0.574\t0.098\t0.515\t0.028\t-0.747\t0.078\t\n",
"OGLE-LMC-RRLYR-07367\t0.653\t0.051\t0.754\t0.019\t1.756\t0.042\t6660\t100\t-0.046\t0.087\t0.455\t0.098\t0.488\t0.028\t-0.803\t0.079\t\n",
"OGLE-LMC-RRLYR-07368\t0.682\t0.056\t0.750\t0.021\t1.689\t0.044\t6450\t110\t0.095\t0.093\t0.62\t0.10\t0.529\t0.031\t-0.718\t0.084\t\n",
"OGLE-LMC-RRLYR-07373\t0.717\t0.051\t0.796\t0.019\t1.768\t0.042\t6390\t100\t-0.113\t0.087\t0.422\t0.098\t0.541\t0.028\t-0.954\t0.078\t\n",
"OGLE-LMC-RRLYR-07375\t0.616\t0.051\t0.720\t0.019\t1.662\t0.042\t6550\t100\t0.156\t0.087\t0.662\t0.099\t0.507\t0.028\t-0.634\t0.078\t\n",
"OGLE-LMC-RRLYR-07376\t0.687\t0.053\t0.746\t0.020\t1.714\t0.042\t6550\t100\t0.048\t0.088\t0.553\t0.099\t0.509\t0.028\t-0.743\t0.079\t\n",
"OGLE-LMC-RRLYR-07380\t0.542\t0.050\t0.671\t0.019\t1.537\t0.042\t6470\t100\t0.439\t0.087\t0.954\t0.099\t0.523\t0.028\t-0.375\t0.078\t\n",
"OGLE-LMC-RRLYR-07381\t0.628\t0.050\t0.739\t0.019\t1.631\t0.043\t6340\t100\t0.187\t0.090\t0.73\t0.10\t0.550\t0.029\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-07382\t0.700\t0.050\t0.747\t0.019\t1.690\t0.042\t6460\t100\t0.106\t0.087\t0.629\t0.098\t0.528\t0.028\t-0.719\t0.078\t\n",
"OGLE-LMC-RRLYR-07383\t0.643\t0.050\t0.727\t0.019\t1.683\t0.042\t6601\t99\t0.104\t0.087\t0.614\t0.098\t0.502\t0.028\t-0.674\t0.077\t\n",
"OGLE-LMC-RRLYR-07385\t0.755\t0.050\t0.754\t0.019\t1.695\t0.042\t6430\t100\t0.118\t0.087\t0.651\t0.098\t0.535\t0.028\t-0.720\t0.077\t\n",
"OGLE-LMC-RRLYR-07387\t0.698\t0.051\t0.792\t0.020\t1.748\t0.042\t6340\t100\t-0.082\t0.088\t0.46\t0.10\t0.552\t0.028\t-0.942\t0.079\t\n",
"OGLE-LMC-RRLYR-07389\t0.659\t0.052\t0.745\t0.019\t1.699\t0.042\t6520\t100\t0.051\t0.087\t0.576\t0.099\t0.518\t0.028\t-0.755\t0.078\t\n",
"OGLE-LMC-RRLYR-07393\t0.624\t0.050\t0.779\t0.019\t1.795\t0.042\t6620\t100\t-0.173\t0.087\t0.329\t0.099\t0.498\t0.028\t-0.943\t0.078\t\n",
"OGLE-LMC-RRLYR-07395\t0.602\t0.051\t0.702\t0.019\t1.648\t0.042\t6620\t100\t0.187\t0.087\t0.698\t0.099\t0.492\t0.028\t-0.576\t0.078\t\n",
"OGLE-LMC-RRLYR-07398\t0.737\t0.052\t0.742\t0.020\t1.684\t0.042\t6480\t100\t0.132\t0.087\t0.665\t0.099\t0.529\t0.028\t-0.690\t0.078\t\n",
"OGLE-LMC-RRLYR-07401\t0.669\t0.050\t0.759\t0.019\t1.736\t0.042\t6540\t100\t-0.024\t0.087\t0.492\t0.098\t0.513\t0.028\t-0.821\t0.077\t\n",
"OGLE-LMC-RRLYR-07402\t0.601\t0.050\t0.728\t0.019\t1.695\t0.042\t6630\t100\t0.072\t0.087\t0.579\t0.098\t0.494\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-07404\t0.722\t0.051\t0.760\t0.019\t1.722\t0.042\t6480\t100\t0.034\t0.087\t0.551\t0.098\t0.523\t0.028\t-0.781\t0.078\t\n",
"OGLE-LMC-RRLYR-07406\t0.659\t0.050\t0.757\t0.019\t1.645\t0.042\t6233\t99\t0.146\t0.087\t0.717\t0.099\t0.577\t0.028\t-0.758\t0.077\t\n",
"OGLE-LMC-RRLYR-07410\t0.571\t0.051\t0.763\t0.020\t1.703\t0.043\t6410\t100\t-0.001\t0.089\t0.53\t0.10\t0.534\t0.029\t-0.838\t0.079\t\n",
"OGLE-LMC-RRLYR-07411\t0.612\t0.050\t0.721\t0.019\t1.689\t0.042\t6660\t100\t0.108\t0.087\t0.601\t0.098\t0.484\t0.028\t-0.645\t0.078\t\n",
"OGLE-LMC-RRLYR-07414\t0.604\t0.050\t0.701\t0.019\t1.540\t0.042\t6260\t100\t0.403\t0.088\t0.96\t0.10\t0.570\t0.028\t-0.492\t0.077\t\n",
"OGLE-LMC-RRLYR-07415\t0.739\t0.050\t0.752\t0.019\t1.700\t0.042\t6450\t100\t0.108\t0.087\t0.633\t0.098\t0.528\t0.028\t-0.717\t0.077\t\n",
"OGLE-LMC-RRLYR-07416\t0.769\t0.050\t0.792\t0.019\t1.732\t0.042\t6280\t100\t-0.007\t0.087\t0.543\t0.099\t0.562\t0.028\t-0.887\t0.078\t\n",
"OGLE-LMC-RRLYR-07418\t0.654\t0.050\t0.817\t0.019\t1.800\t0.042\t6360\t100\t-0.204\t0.087\t0.330\t0.099\t0.542\t0.028\t-1.053\t0.078\t\n",
"OGLE-LMC-RRLYR-07420\t0.651\t0.051\t0.730\t0.019\t1.671\t0.042\t6520\t100\t0.150\t0.087\t0.659\t0.098\t0.514\t0.028\t-0.651\t0.078\t\n",
"OGLE-LMC-RRLYR-07421\t0.622\t0.050\t0.809\t0.019\t1.820\t0.042\t6480\t100\t-0.249\t0.087\t0.264\t0.099\t0.518\t0.028\t-1.052\t0.078\t\n",
"OGLE-LMC-RRLYR-07426\t0.591\t0.050\t0.740\t0.019\t1.740\t0.042\t6700\t100\t-0.020\t0.087\t0.461\t0.098\t0.474\t0.028\t-0.756\t0.078\t\n",
"OGLE-LMC-RRLYR-07428\t0.656\t0.051\t0.730\t0.019\t1.678\t0.042\t6540\t100\t0.137\t0.087\t0.649\t0.099\t0.511\t0.028\t-0.661\t0.078\t\n",
"OGLE-LMC-RRLYR-07429\t0.746\t0.051\t0.806\t0.019\t1.795\t0.042\t6410\t100\t-0.169\t0.087\t0.379\t0.098\t0.542\t0.028\t-1.013\t0.078\t\n",
"OGLE-LMC-RRLYR-07430\t0.643\t0.051\t0.719\t0.019\t1.678\t0.042\t6640\t100\t0.128\t0.087\t0.632\t0.099\t0.493\t0.028\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-07432\t0.585\t0.051\t0.707\t0.019\t1.697\t0.042\t6800\t100\t0.109\t0.087\t0.574\t0.098\t0.456\t0.028\t-0.596\t0.078\t\n",
"OGLE-LMC-RRLYR-07434\t0.560\t0.050\t0.664\t0.019\t1.654\t0.042\t6940\t100\t0.202\t0.088\t0.60\t0.10\t0.399\t0.029\t-0.425\t0.077\t\n",
"OGLE-LMC-RRLYR-07438\t0.550\t0.051\t0.690\t0.020\t1.633\t0.042\t6690\t100\t0.231\t0.088\t0.718\t0.099\t0.475\t0.029\t-0.511\t0.079\t\n",
"OGLE-LMC-RRLYR-07442\t0.686\t0.050\t0.735\t0.019\t1.661\t0.043\t6480\t100\t0.155\t0.090\t0.66\t0.10\t0.511\t0.029\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-07443\t0.641\t0.051\t0.768\t0.020\t1.748\t0.042\t6520\t100\t-0.065\t0.088\t0.443\t0.099\t0.514\t0.028\t-0.861\t0.079\t\n",
"OGLE-LMC-RRLYR-07449\t0.634\t0.050\t0.746\t0.019\t1.626\t0.042\t6260\t100\t0.184\t0.088\t0.75\t0.10\t0.571\t0.028\t-0.707\t0.077\t\n",
"OGLE-LMC-RRLYR-07452\t0.627\t0.058\t0.709\t0.021\t1.659\t0.044\t6630\t110\t0.173\t0.091\t0.66\t0.10\t0.493\t0.029\t-0.590\t0.084\t\n",
"OGLE-LMC-RRLYR-07453\t0.770\t0.051\t0.773\t0.019\t1.716\t0.042\t6360\t100\t0.045\t0.087\t0.592\t0.099\t0.552\t0.028\t-0.819\t0.078\t\n",
"OGLE-LMC-RRLYR-07455\t0.577\t0.051\t0.698\t0.019\t1.677\t0.042\t6790\t100\t0.145\t0.087\t0.612\t0.098\t0.457\t0.028\t-0.563\t0.078\t\n",
"OGLE-LMC-RRLYR-07460\t0.631\t0.053\t0.720\t0.020\t1.706\t0.042\t6730\t100\t0.077\t0.088\t0.555\t0.099\t0.472\t0.028\t-0.654\t0.080\t\n",
"OGLE-LMC-RRLYR-07461\t0.592\t0.050\t0.667\t0.019\t1.595\t0.042\t6690\t100\t0.274\t0.088\t0.76\t0.10\t0.471\t0.028\t-0.462\t0.077\t\n",
"OGLE-LMC-RRLYR-07462\t0.572\t0.050\t0.681\t0.019\t1.621\t0.042\t6710\t100\t0.264\t0.087\t0.752\t0.098\t0.475\t0.028\t-0.472\t0.077\t\n",
"OGLE-LMC-RRLYR-07466\t0.683\t0.050\t0.754\t0.019\t1.680\t0.042\t6370\t100\t0.110\t0.087\t0.642\t0.099\t0.543\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-07469\t0.607\t0.051\t0.721\t0.019\t1.669\t0.042\t6590\t100\t0.121\t0.088\t0.636\t0.099\t0.503\t0.029\t-0.660\t0.079\t\n",
"OGLE-LMC-RRLYR-07471\t0.622\t0.054\t0.765\t0.021\t1.729\t0.043\t6480\t110\t-0.042\t0.088\t0.507\t0.099\t0.529\t0.030\t-0.867\t0.081\t\n",
"OGLE-LMC-RRLYR-07472\t0.660\t0.054\t0.756\t0.021\t1.666\t0.043\t6340\t100\t0.125\t0.090\t0.67\t0.10\t0.556\t0.029\t-0.739\t0.081\t\n",
"OGLE-LMC-RRLYR-07474\t0.676\t0.053\t0.747\t0.020\t1.677\t0.042\t6400\t100\t0.087\t0.088\t0.642\t0.099\t0.545\t0.029\t-0.755\t0.080\t\n",
"OGLE-LMC-RRLYR-07478\t0.658\t0.050\t0.745\t0.019\t1.638\t0.042\t6300\t100\t0.191\t0.087\t0.745\t0.099\t0.567\t0.028\t-0.695\t0.077\t\n",
"OGLE-LMC-RRLYR-07479\t0.626\t0.050\t0.749\t0.019\t1.727\t0.042\t6590\t100\t-0.007\t0.087\t0.497\t0.099\t0.501\t0.028\t-0.785\t0.078\t\n",
"OGLE-LMC-RRLYR-07491\t0.698\t0.051\t0.724\t0.019\t1.638\t0.042\t6440\t100\t0.249\t0.087\t0.778\t0.099\t0.532\t0.028\t-0.584\t0.078\t\n",
"OGLE-LMC-RRLYR-07492\t0.577\t0.055\t0.723\t0.020\t1.653\t0.043\t6520\t100\t0.170\t0.090\t0.68\t0.10\t0.513\t0.029\t-0.624\t0.082\t\n",
"OGLE-LMC-RRLYR-07496\t0.705\t0.052\t0.752\t0.019\t1.757\t0.042\t6670\t100\t-0.033\t0.088\t0.456\t0.099\t0.483\t0.028\t-0.786\t0.079\t\n",
"OGLE-LMC-RRLYR-07501\t0.580\t0.052\t0.698\t0.019\t1.643\t0.042\t6650\t100\t0.215\t0.087\t0.708\t0.099\t0.486\t0.028\t-0.538\t0.078\t\n",
"OGLE-LMC-RRLYR-07502\t0.651\t0.052\t0.727\t0.019\t1.689\t0.042\t6620\t100\t0.103\t0.087\t0.615\t0.098\t0.498\t0.028\t-0.667\t0.078\t\n",
"OGLE-LMC-RRLYR-07505\t0.617\t0.051\t0.722\t0.019\t1.652\t0.042\t6500\t100\t0.170\t0.087\t0.686\t0.099\t0.519\t0.028\t-0.642\t0.078\t\n",
"OGLE-LMC-RRLYR-07508\t0.757\t0.051\t0.782\t0.020\t1.716\t0.042\t6280\t100\t-0.008\t0.088\t0.561\t0.099\t0.572\t0.028\t-0.900\t0.079\t\n",
"OGLE-LMC-RRLYR-07512\t0.560\t0.050\t0.708\t0.019\t1.673\t0.042\t6700\t100\t0.127\t0.087\t0.608\t0.098\t0.476\t0.028\t-0.605\t0.077\t\n",
"OGLE-LMC-RRLYR-07515\t0.656\t0.052\t0.742\t0.020\t1.698\t0.042\t6540\t100\t0.077\t0.087\t0.593\t0.099\t0.512\t0.028\t-0.721\t0.079\t\n",
"OGLE-LMC-RRLYR-07519\t0.598\t0.051\t0.695\t0.019\t1.564\t0.042\t6390\t100\t0.369\t0.088\t0.89\t0.10\t0.542\t0.028\t-0.479\t0.079\t\n",
"OGLE-LMC-RRLYR-07521\t0.699\t0.050\t0.793\t0.019\t1.741\t0.042\t6310\t99\t-0.077\t0.087\t0.476\t0.099\t0.560\t0.028\t-0.950\t0.077\t\n",
"OGLE-LMC-RRLYR-07522\t0.637\t0.050\t0.819\t0.019\t1.798\t0.042\t6340\t100\t-0.214\t0.088\t0.32\t0.10\t0.543\t0.029\t-1.067\t0.078\t\n",
"OGLE-LMC-RRLYR-07524\t0.564\t0.050\t0.663\t0.019\t1.553\t0.042\t6580\t100\t0.361\t0.088\t0.879\t0.099\t0.504\t0.028\t-0.414\t0.077\t\n",
"OGLE-LMC-RRLYR-07531\t0.616\t0.051\t0.723\t0.019\t1.669\t0.042\t6560\t100\t0.133\t0.088\t0.641\t0.099\t0.508\t0.028\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-07537\t0.593\t0.051\t0.716\t0.019\t1.665\t0.042\t6600\t100\t0.150\t0.087\t0.649\t0.099\t0.497\t0.028\t-0.623\t0.079\t\n",
"OGLE-LMC-RRLYR-07538\t0.751\t0.050\t0.769\t0.019\t1.702\t0.042\t6340\t100\t0.073\t0.087\t0.615\t0.099\t0.553\t0.028\t-0.792\t0.077\t\n",
"OGLE-LMC-RRLYR-07540\t0.586\t0.050\t0.742\t0.019\t1.682\t0.044\t6500\t100\t0.074\t0.091\t0.58\t0.10\t0.507\t0.029\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-07544\t0.651\t0.050\t0.698\t0.019\t1.626\t0.042\t6600\t100\t0.227\t0.089\t0.71\t0.10\t0.477\t0.028\t-0.512\t0.078\t\n",
"OGLE-LMC-RRLYR-07549\t0.739\t0.050\t0.758\t0.019\t1.704\t0.042\t6430\t100\t0.078\t0.087\t0.599\t0.099\t0.532\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-07552\t0.698\t0.051\t0.743\t0.019\t1.656\t0.042\t6360\t100\t0.168\t0.088\t0.70\t0.10\t0.548\t0.028\t-0.688\t0.078\t\n",
"OGLE-LMC-RRLYR-07553\t0.612\t0.050\t0.744\t0.019\t1.713\t0.042\t6570\t100\t0.018\t0.087\t0.530\t0.098\t0.504\t0.028\t-0.766\t0.078\t\n",
"OGLE-LMC-RRLYR-07559\t0.613\t0.050\t0.734\t0.019\t1.704\t0.042\t6620\t100\t0.057\t0.087\t0.554\t0.098\t0.492\t0.028\t-0.708\t0.077\t\n",
"OGLE-LMC-RRLYR-07562\t0.608\t0.051\t0.714\t0.019\t1.666\t0.042\t6610\t100\t0.158\t0.087\t0.650\t0.099\t0.492\t0.028\t-0.612\t0.078\t\n",
"OGLE-LMC-RRLYR-07563\t0.624\t0.051\t0.712\t0.019\t1.665\t0.042\t6640\t100\t0.194\t0.088\t0.682\t0.099\t0.484\t0.028\t-0.560\t0.078\t\n",
"OGLE-LMC-RRLYR-07567\t0.633\t0.050\t0.738\t0.019\t1.718\t0.042\t6640\t100\t0.031\t0.087\t0.532\t0.098\t0.491\t0.028\t-0.729\t0.077\t\n",
"OGLE-LMC-RRLYR-07570\t0.639\t0.052\t0.738\t0.020\t1.700\t0.042\t6570\t100\t0.089\t0.088\t0.602\t0.099\t0.503\t0.028\t-0.693\t0.079\t\n",
"OGLE-LMC-RRLYR-07575\t0.733\t0.051\t0.762\t0.019\t1.713\t0.042\t6430\t100\t0.047\t0.087\t0.580\t0.099\t0.537\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-07576\t0.556\t0.049\t0.700\t0.019\t1.635\t0.042\t6630\t100\t0.195\t0.087\t0.693\t0.099\t0.495\t0.028\t-0.569\t0.077\t\n",
"OGLE-LMC-RRLYR-07578\t0.688\t0.052\t0.730\t0.020\t1.683\t0.042\t6560\t100\t0.149\t0.088\t0.654\t0.099\t0.505\t0.028\t-0.638\t0.079\t\n",
"OGLE-LMC-RRLYR-07583\t0.671\t0.050\t0.773\t0.019\t1.799\t0.042\t6670\t100\t-0.140\t0.087\t0.352\t0.098\t0.484\t0.028\t-0.890\t0.078\t\n",
"OGLE-LMC-RRLYR-07584\t0.560\t0.050\t0.650\t0.019\t1.612\t0.042\t6870\t100\t0.299\t0.088\t0.73\t0.10\t0.421\t0.028\t-0.367\t0.077\t\n",
"OGLE-LMC-RRLYR-07585\t0.652\t0.050\t0.756\t0.019\t1.697\t0.043\t6470\t100\t0.054\t0.090\t0.57\t0.10\t0.514\t0.029\t-0.744\t0.078\t\n",
"OGLE-LMC-RRLYR-07586\t0.574\t0.049\t0.743\t0.019\t1.743\t0.041\t6700\t100\t-0.039\t0.087\t0.443\t0.098\t0.476\t0.028\t-0.774\t0.077\t\n",
"OGLE-LMC-RRLYR-07587\t0.692\t0.051\t0.786\t0.019\t1.760\t0.042\t6430\t100\t-0.098\t0.087\t0.430\t0.099\t0.532\t0.028\t-0.925\t0.078\t\n",
"OGLE-LMC-RRLYR-07594\t0.603\t0.051\t0.684\t0.019\t1.655\t0.042\t6810\t100\t0.218\t0.087\t0.683\t0.098\t0.453\t0.028\t-0.485\t0.078\t\n",
"OGLE-LMC-RRLYR-07595\t0.676\t0.050\t0.750\t0.019\t1.642\t0.042\t6290\t100\t0.187\t0.088\t0.74\t0.10\t0.562\t0.028\t-0.696\t0.077\t\n",
"OGLE-LMC-RRLYR-07601\t0.649\t0.050\t0.812\t0.019\t1.779\t0.042\t6310\t100\t-0.163\t0.087\t0.385\t0.099\t0.555\t0.028\t-1.028\t0.078\t\n",
"OGLE-LMC-RRLYR-07603\t0.583\t0.050\t0.715\t0.019\t1.675\t0.042\t6660\t100\t0.126\t0.087\t0.619\t0.098\t0.485\t0.028\t-0.625\t0.077\t\n",
"OGLE-LMC-RRLYR-07604\t0.551\t0.051\t0.694\t0.019\t1.622\t0.042\t6610\t100\t0.236\t0.088\t0.734\t0.099\t0.494\t0.028\t-0.532\t0.079\t\n",
"OGLE-LMC-RRLYR-07606\t0.662\t0.050\t0.755\t0.019\t1.666\t0.042\t6334\t99\t0.130\t0.087\t0.671\t0.099\t0.556\t0.028\t-0.740\t0.077\t\n",
"OGLE-LMC-RRLYR-07608\t0.683\t0.051\t0.741\t0.019\t1.669\t0.042\t6410\t100\t0.124\t0.087\t0.658\t0.098\t0.538\t0.028\t-0.719\t0.078\t\n",
"OGLE-LMC-RRLYR-07613\t0.614\t0.050\t0.727\t0.019\t1.694\t0.042\t6630\t100\t0.087\t0.087\t0.583\t0.098\t0.492\t0.028\t-0.678\t0.077\t\n",
"OGLE-LMC-RRLYR-07616\t0.656\t0.050\t0.775\t0.019\t1.779\t0.042\t6600\t100\t-0.123\t0.087\t0.385\t0.098\t0.502\t0.028\t-0.901\t0.077\t\n",
"OGLE-LMC-RRLYR-07619\t0.593\t0.051\t0.699\t0.019\t1.659\t0.042\t6720\t100\t0.207\t0.087\t0.673\t0.099\t0.467\t0.028\t-0.519\t0.078\t\n",
"OGLE-LMC-RRLYR-07624\t0.542\t0.054\t0.684\t0.020\t1.669\t0.042\t6870\t100\t0.177\t0.089\t0.627\t0.099\t0.439\t0.029\t-0.502\t0.082\t\n",
"OGLE-LMC-RRLYR-07626\t0.698\t0.051\t0.755\t0.019\t1.727\t0.042\t6550\t100\t0.035\t0.088\t0.528\t0.099\t0.501\t0.028\t-0.743\t0.078\t\n",
"OGLE-LMC-RRLYR-07631\t0.637\t0.052\t0.713\t0.019\t1.682\t0.042\t6690\t100\t0.128\t0.087\t0.624\t0.098\t0.480\t0.028\t-0.616\t0.079\t\n",
"OGLE-LMC-RRLYR-07633\t0.641\t0.052\t0.719\t0.019\t1.674\t0.042\t6620\t100\t0.147\t0.087\t0.649\t0.099\t0.495\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-07635\t0.633\t0.051\t0.726\t0.019\t1.672\t0.042\t6560\t100\t0.126\t0.087\t0.642\t0.099\t0.511\t0.028\t-0.666\t0.078\t\n",
"OGLE-LMC-RRLYR-07639\t0.557\t0.051\t0.682\t0.019\t1.604\t0.042\t6640\t100\t0.298\t0.087\t0.796\t0.099\t0.490\t0.028\t-0.459\t0.078\t\n",
"OGLE-LMC-RRLYR-07640\t0.677\t0.050\t0.785\t0.019\t1.788\t0.042\t6540\t100\t-0.152\t0.087\t0.368\t0.098\t0.514\t0.028\t-0.952\t0.078\t\n",
"OGLE-LMC-RRLYR-07644\t0.616\t0.053\t0.748\t0.020\t1.740\t0.042\t6650\t100\t-0.030\t0.088\t0.461\t0.099\t0.488\t0.029\t-0.787\t0.081\t\n",
"OGLE-LMC-RRLYR-07645\t0.627\t0.050\t0.725\t0.019\t1.683\t0.042\t6610\t100\t0.103\t0.087\t0.609\t0.098\t0.499\t0.028\t-0.669\t0.077\t\n",
"OGLE-LMC-RRLYR-07649\t0.664\t0.051\t0.754\t0.019\t1.719\t0.042\t6520\t100\t0.003\t0.088\t0.524\t0.099\t0.519\t0.028\t-0.803\t0.078\t\n",
"OGLE-LMC-RRLYR-07652\t0.589\t0.055\t0.714\t0.020\t1.631\t0.042\t6500\t100\t0.214\t0.088\t0.725\t0.099\t0.518\t0.029\t-0.591\t0.080\t\n",
"OGLE-LMC-RRLYR-07655\t0.661\t0.057\t0.772\t0.021\t1.720\t0.043\t6380\t110\t-0.022\t0.090\t0.53\t0.10\t0.548\t0.030\t-0.865\t0.085\t\n",
"OGLE-LMC-RRLYR-07656\t0.552\t0.050\t0.691\t0.019\t1.621\t0.042\t6630\t100\t0.246\t0.087\t0.744\t0.098\t0.492\t0.028\t-0.516\t0.078\t\n",
"OGLE-LMC-RRLYR-07657\t0.597\t0.050\t0.730\t0.019\t1.586\t0.042\t6233\t99\t0.274\t0.087\t0.850\t0.099\t0.583\t0.028\t-0.637\t0.077\t\n",
"OGLE-LMC-RRLYR-07659\t0.666\t0.050\t0.761\t0.019\t1.672\t0.042\t6311\t99\t0.107\t0.087\t0.656\t0.099\t0.561\t0.028\t-0.770\t0.077\t\n",
"OGLE-LMC-RRLYR-07660\t0.631\t0.055\t0.787\t0.021\t1.735\t0.042\t6360\t110\t-0.091\t0.089\t0.48\t0.10\t0.558\t0.030\t-0.952\t0.083\t\n",
"OGLE-LMC-RRLYR-07663\t0.654\t0.051\t0.734\t0.019\t1.664\t0.042\t6470\t100\t0.158\t0.087\t0.674\t0.099\t0.525\t0.028\t-0.661\t0.078\t\n",
"OGLE-LMC-RRLYR-07664\t0.653\t0.051\t0.748\t0.020\t1.651\t0.043\t6340\t100\t0.161\t0.089\t0.70\t0.10\t0.550\t0.028\t-0.700\t0.078\t\n",
"OGLE-LMC-RRLYR-07665\t0.564\t0.050\t0.706\t0.019\t1.699\t0.042\t6820\t100\t0.097\t0.087\t0.555\t0.098\t0.451\t0.028\t-0.599\t0.078\t\n",
"OGLE-LMC-RRLYR-07670\t0.650\t0.050\t0.755\t0.019\t1.666\t0.042\t6327\t99\t0.117\t0.088\t0.66\t0.10\t0.555\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-07672\t0.691\t0.051\t0.784\t0.020\t1.754\t0.042\t6420\t100\t-0.089\t0.088\t0.44\t0.10\t0.538\t0.028\t-0.922\t0.079\t\n",
"OGLE-LMC-RRLYR-07674\t0.643\t0.052\t0.780\t0.020\t1.749\t0.042\t6430\t100\t-0.094\t0.089\t0.44\t0.10\t0.535\t0.028\t-0.920\t0.080\t\n",
"OGLE-LMC-RRLYR-07675\t0.692\t0.051\t0.761\t0.020\t1.685\t0.042\t6340\t100\t0.081\t0.088\t0.620\t0.099\t0.551\t0.028\t-0.779\t0.078\t\n",
"OGLE-LMC-RRLYR-07676\t0.567\t0.051\t0.692\t0.019\t1.669\t0.042\t6800\t100\t0.167\t0.087\t0.629\t0.098\t0.453\t0.028\t-0.536\t0.078\t\n",
"OGLE-LMC-RRLYR-07677\t0.689\t0.055\t0.752\t0.021\t1.667\t0.044\t6340\t110\t0.127\t0.089\t0.66\t0.10\t0.553\t0.029\t-0.737\t0.082\t\n",
"OGLE-LMC-RRLYR-07680\t0.582\t0.051\t0.699\t0.019\t1.653\t0.042\t6690\t100\t0.181\t0.087\t0.663\t0.099\t0.477\t0.028\t-0.559\t0.078\t\n",
"OGLE-LMC-RRLYR-07683\t0.659\t0.050\t0.756\t0.019\t1.663\t0.042\t6310\t100\t0.118\t0.088\t0.66\t0.10\t0.562\t0.028\t-0.762\t0.078\t\n",
"OGLE-LMC-RRLYR-07684\t0.637\t0.055\t0.716\t0.020\t1.676\t0.042\t6650\t100\t0.127\t0.089\t0.634\t0.099\t0.492\t0.029\t-0.632\t0.082\t\n",
"OGLE-LMC-RRLYR-07692\t0.720\t0.050\t0.749\t0.019\t1.696\t0.042\t6460\t100\t0.084\t0.087\t0.613\t0.099\t0.531\t0.028\t-0.745\t0.078\t\n",
"OGLE-LMC-RRLYR-07693\t0.599\t0.052\t0.699\t0.020\t1.676\t0.043\t6770\t100\t0.154\t0.089\t0.60\t0.10\t0.445\t0.028\t-0.542\t0.080\t\n",
"OGLE-LMC-RRLYR-07696\t0.648\t0.050\t0.793\t0.019\t1.743\t0.042\t6335\t99\t-0.073\t0.087\t0.470\t0.099\t0.553\t0.028\t-0.938\t0.077\t\n",
"OGLE-LMC-RRLYR-07700\t0.537\t0.049\t0.685\t0.019\t1.605\t0.042\t6630\t100\t0.265\t0.087\t0.774\t0.098\t0.494\t0.028\t-0.499\t0.077\t\n",
"OGLE-LMC-RRLYR-07703\t0.670\t0.051\t0.736\t0.019\t1.656\t0.042\t6410\t100\t0.177\t0.088\t0.705\t0.099\t0.537\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-07707\t0.696\t0.054\t0.741\t0.020\t1.729\t0.042\t6660\t100\t0.046\t0.088\t0.541\t0.099\t0.483\t0.029\t-0.706\t0.080\t\n",
"OGLE-LMC-RRLYR-07710\t0.561\t0.055\t0.672\t0.020\t1.622\t0.043\t6780\t100\t0.273\t0.088\t0.748\t0.099\t0.459\t0.029\t-0.437\t0.080\t\n",
"OGLE-LMC-RRLYR-07711\t0.643\t0.051\t0.723\t0.019\t1.709\t0.042\t6730\t100\t0.070\t0.087\t0.549\t0.099\t0.472\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-07712\t0.620\t0.053\t0.703\t0.020\t1.705\t0.042\t6850\t100\t0.109\t0.088\t0.563\t0.099\t0.445\t0.028\t-0.580\t0.080\t\n",
"OGLE-LMC-RRLYR-07728\t0.764\t0.050\t0.798\t0.019\t1.757\t0.042\t6330\t100\t-0.059\t0.087\t0.477\t0.098\t0.550\t0.028\t-0.921\t0.077\t\n",
"OGLE-LMC-RRLYR-07731\t0.636\t0.052\t0.724\t0.019\t1.664\t0.042\t6530\t100\t0.144\t0.087\t0.659\t0.099\t0.513\t0.028\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-07733\t0.699\t0.052\t0.781\t0.020\t1.740\t0.042\t6380\t100\t-0.050\t0.088\t0.485\t0.099\t0.542\t0.028\t-0.895\t0.080\t\n",
"OGLE-LMC-RRLYR-07737\t0.648\t0.052\t0.717\t0.019\t1.679\t0.042\t6640\t100\t0.128\t0.087\t0.634\t0.099\t0.490\t0.028\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-07739\t0.579\t0.052\t0.702\t0.019\t1.685\t0.042\t6790\t100\t0.125\t0.087\t0.593\t0.098\t0.457\t0.028\t-0.583\t0.079\t\n",
"OGLE-LMC-RRLYR-07741\t0.642\t0.051\t0.722\t0.019\t1.688\t0.042\t6650\t100\t0.106\t0.087\t0.605\t0.099\t0.489\t0.028\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-07745\t0.567\t0.050\t0.714\t0.019\t1.691\t0.042\t6720\t100\t0.099\t0.087\t0.582\t0.098\t0.469\t0.028\t-0.630\t0.077\t\n",
"OGLE-LMC-RRLYR-07746\t0.549\t0.052\t0.693\t0.020\t1.662\t0.042\t6770\t110\t0.171\t0.088\t0.646\t0.099\t0.459\t0.029\t-0.540\t0.080\t\n",
"OGLE-LMC-RRLYR-07749\t0.700\t0.051\t0.756\t0.019\t1.706\t0.042\t6450\t100\t0.065\t0.087\t0.579\t0.098\t0.525\t0.028\t-0.754\t0.078\t\n",
"OGLE-LMC-RRLYR-07755\t0.531\t0.050\t0.671\t0.019\t1.622\t0.042\t6790\t100\t0.266\t0.087\t0.737\t0.098\t0.459\t0.028\t-0.444\t0.077\t\n",
"OGLE-LMC-RRLYR-07756\t0.685\t0.050\t0.757\t0.019\t1.650\t0.042\t6262\t99\t0.156\t0.087\t0.717\t0.099\t0.572\t0.028\t-0.739\t0.077\t\n",
"OGLE-LMC-RRLYR-07760\t0.613\t0.053\t0.722\t0.020\t1.661\t0.042\t6530\t100\t0.157\t0.088\t0.666\t0.099\t0.511\t0.028\t-0.638\t0.079\t\n",
"OGLE-LMC-RRLYR-07761\t0.598\t0.050\t0.706\t0.019\t1.649\t0.042\t6630\t100\t0.185\t0.087\t0.690\t0.099\t0.494\t0.028\t-0.579\t0.077\t\n",
"OGLE-LMC-RRLYR-07763\t0.544\t0.050\t0.695\t0.019\t1.685\t0.041\t6850\t100\t0.133\t0.087\t0.583\t0.098\t0.443\t0.028\t-0.552\t0.077\t\n",
"OGLE-LMC-RRLYR-07765\t0.732\t0.051\t0.812\t0.019\t1.804\t0.042\t6400\t100\t-0.211\t0.087\t0.341\t0.099\t0.546\t0.028\t-1.058\t0.079\t\n",
"OGLE-LMC-RRLYR-07766\t0.681\t0.051\t0.741\t0.019\t1.688\t0.042\t6500\t100\t0.114\t0.087\t0.626\t0.098\t0.519\t0.028\t-0.693\t0.078\t\n",
"OGLE-LMC-RRLYR-07769\t0.653\t0.051\t0.713\t0.019\t1.674\t0.042\t6670\t100\t0.144\t0.087\t0.645\t0.099\t0.488\t0.028\t-0.613\t0.078\t\n",
"OGLE-LMC-RRLYR-07771\t0.576\t0.052\t0.758\t0.020\t1.748\t0.042\t6610\t100\t-0.076\t0.088\t0.437\t0.099\t0.500\t0.029\t-0.848\t0.081\t\n",
"OGLE-LMC-RRLYR-07776\t0.701\t0.050\t0.759\t0.019\t1.684\t0.042\t6381\t99\t0.087\t0.088\t0.625\t0.099\t0.540\t0.028\t-0.752\t0.077\t\n",
"OGLE-LMC-RRLYR-07780\t0.677\t0.051\t0.741\t0.019\t1.721\t0.042\t6620\t100\t0.036\t0.087\t0.541\t0.098\t0.496\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-07783\t0.688\t0.050\t0.831\t0.019\t1.830\t0.042\t6350\t100\t-0.289\t0.088\t0.261\t0.099\t0.550\t0.028\t-1.140\t0.078\t\n",
"OGLE-LMC-RRLYR-07786\t0.544\t0.051\t0.689\t0.019\t1.689\t0.042\t6900\t100\t0.139\t0.087\t0.572\t0.098\t0.431\t0.028\t-0.529\t0.078\t\n",
"OGLE-LMC-RRLYR-07788\t0.688\t0.051\t0.760\t0.019\t1.734\t0.042\t6530\t100\t0.014\t0.087\t0.529\t0.098\t0.510\t0.028\t-0.780\t0.078\t\n",
"OGLE-LMC-RRLYR-07791\t0.601\t0.051\t0.699\t0.019\t1.682\t0.042\t6790\t100\t0.144\t0.087\t0.613\t0.098\t0.455\t0.028\t-0.562\t0.078\t\n",
"OGLE-LMC-RRLYR-07792\t0.686\t0.058\t0.765\t0.022\t1.710\t0.044\t6400\t110\t0.052\t0.092\t0.57\t0.10\t0.537\t0.030\t-0.786\t0.086\t\n",
"OGLE-LMC-RRLYR-07793\t0.597\t0.053\t0.694\t0.020\t1.680\t0.042\t6820\t100\t0.149\t0.088\t0.617\t0.099\t0.449\t0.029\t-0.551\t0.081\t\n",
"OGLE-LMC-RRLYR-07794\t0.723\t0.050\t0.821\t0.019\t1.840\t0.042\t6460\t100\t-0.285\t0.087\t0.250\t0.098\t0.533\t0.028\t-1.112\t0.078\t\n",
"OGLE-LMC-RRLYR-07795\t0.715\t0.050\t0.761\t0.019\t1.690\t0.042\t6360\t100\t0.089\t0.087\t0.621\t0.099\t0.547\t0.028\t-0.763\t0.078\t\n",
"OGLE-LMC-RRLYR-07797\t0.727\t0.050\t0.754\t0.019\t1.676\t0.042\t6350\t100\t0.126\t0.087\t0.666\t0.099\t0.551\t0.028\t-0.735\t0.078\t\n",
"OGLE-LMC-RRLYR-07798\t0.667\t0.050\t0.761\t0.019\t1.673\t0.042\t6300\t100\t0.089\t0.087\t0.641\t0.099\t0.561\t0.028\t-0.788\t0.077\t\n",
"OGLE-LMC-RRLYR-07804\t0.542\t0.050\t0.679\t0.019\t1.628\t0.041\t6760\t100\t0.243\t0.087\t0.720\t0.098\t0.465\t0.028\t-0.477\t0.077\t\n",
"OGLE-LMC-RRLYR-07812\t0.691\t0.050\t0.743\t0.019\t1.690\t0.042\t6490\t100\t0.103\t0.087\t0.620\t0.099\t0.523\t0.028\t-0.713\t0.077\t\n",
"OGLE-LMC-RRLYR-07813\t0.630\t0.050\t0.762\t0.019\t1.683\t0.043\t6350\t100\t0.068\t0.089\t0.61\t0.10\t0.547\t0.028\t-0.786\t0.078\t\n",
"OGLE-LMC-RRLYR-07816\t0.664\t0.050\t0.753\t0.019\t1.677\t0.042\t6380\t100\t0.111\t0.087\t0.639\t0.099\t0.541\t0.028\t-0.731\t0.078\t\n",
"OGLE-LMC-RRLYR-07818\t0.636\t0.050\t0.711\t0.019\t1.646\t0.042\t6560\t100\t0.211\t0.087\t0.717\t0.099\t0.505\t0.028\t-0.577\t0.078\t\n",
"OGLE-LMC-RRLYR-07819\t0.633\t0.051\t0.777\t0.019\t1.738\t0.042\t6420\t100\t-0.052\t0.087\t0.471\t0.099\t0.533\t0.028\t-0.885\t0.078\t\n",
"OGLE-LMC-RRLYR-07824\t0.637\t0.051\t0.722\t0.019\t1.649\t0.042\t6500\t100\t0.208\t0.087\t0.722\t0.099\t0.518\t0.028\t-0.596\t0.078\t\n",
"OGLE-LMC-RRLYR-07826\t0.591\t0.050\t0.797\t0.019\t1.785\t0.042\t6450\t100\t-0.173\t0.087\t0.343\t0.099\t0.523\t0.028\t-0.989\t0.078\t\n",
"OGLE-LMC-RRLYR-07827\t0.571\t0.050\t0.730\t0.019\t1.588\t0.043\t6230\t100\t0.256\t0.088\t0.83\t0.10\t0.581\t0.028\t-0.643\t0.078\t\n",
"OGLE-LMC-RRLYR-07828\t0.555\t0.050\t0.694\t0.019\t1.660\t0.041\t6760\t100\t0.170\t0.087\t0.647\t0.098\t0.463\t0.028\t-0.547\t0.078\t\n",
"OGLE-LMC-RRLYR-07837\t0.588\t0.051\t0.696\t0.019\t1.620\t0.042\t6600\t100\t0.271\t0.088\t0.76\t0.10\t0.496\t0.028\t-0.500\t0.078\t\n",
"OGLE-LMC-RRLYR-07838\t0.591\t0.065\t0.723\t0.023\t1.677\t0.045\t6590\t110\t0.120\t0.092\t0.62\t0.10\t0.497\t0.030\t-0.653\t0.090\t\n",
"OGLE-LMC-RRLYR-07839\t0.711\t0.052\t0.766\t0.020\t1.703\t0.043\t6380\t100\t0.067\t0.089\t0.59\t0.10\t0.542\t0.028\t-0.780\t0.080\t\n",
"OGLE-LMC-RRLYR-07841\t0.564\t0.051\t0.731\t0.019\t1.760\t0.042\t6860\t100\t-0.038\t0.087\t0.415\t0.098\t0.443\t0.028\t-0.722\t0.079\t\n",
"OGLE-LMC-RRLYR-07844\t0.584\t0.050\t0.758\t0.019\t1.698\t0.044\t6440\t100\t0.022\t0.091\t0.54\t0.10\t0.521\t0.030\t-0.791\t0.078\t\n",
"OGLE-LMC-RRLYR-07845\t0.704\t0.050\t0.760\t0.019\t1.674\t0.042\t6310\t100\t0.121\t0.087\t0.667\t0.099\t0.558\t0.028\t-0.750\t0.077\t\n",
"OGLE-LMC-RRLYR-07847\t0.596\t0.059\t0.707\t0.021\t1.672\t0.044\t6700\t100\t0.150\t0.090\t0.64\t0.10\t0.477\t0.029\t-0.590\t0.083\t\n",
"OGLE-LMC-RRLYR-07850\t0.645\t0.050\t0.746\t0.019\t1.647\t0.042\t6340\t99\t0.163\t0.088\t0.70\t0.10\t0.553\t0.028\t-0.703\t0.077\t\n",
"OGLE-LMC-RRLYR-07852\t0.580\t0.054\t0.694\t0.020\t1.659\t0.042\t6730\t100\t0.185\t0.088\t0.65\t0.10\t0.464\t0.029\t-0.537\t0.080\t\n",
"OGLE-LMC-RRLYR-07853\t0.606\t0.050\t0.720\t0.019\t1.654\t0.042\t6540\t100\t0.179\t0.087\t0.690\t0.099\t0.510\t0.028\t-0.615\t0.077\t\n",
"OGLE-LMC-RRLYR-07855\t0.656\t0.050\t0.736\t0.019\t1.694\t0.042\t6560\t100\t0.112\t0.087\t0.621\t0.099\t0.504\t0.028\t-0.675\t0.078\t\n",
"OGLE-LMC-RRLYR-07858\t0.612\t0.050\t0.712\t0.019\t1.646\t0.042\t6560\t100\t0.203\t0.087\t0.706\t0.099\t0.505\t0.028\t-0.585\t0.077\t\n",
"OGLE-LMC-RRLYR-07859\t0.668\t0.051\t0.737\t0.019\t1.660\t0.042\t6420\t100\t0.155\t0.088\t0.68\t0.10\t0.531\t0.028\t-0.676\t0.078\t\n",
"OGLE-LMC-RRLYR-07861\t0.628\t0.050\t0.705\t0.019\t1.652\t0.042\t6630\t100\t0.227\t0.088\t0.721\t0.099\t0.487\t0.028\t-0.533\t0.078\t\n",
"OGLE-LMC-RRLYR-07863\t0.604\t0.053\t0.674\t0.020\t1.607\t0.044\t6710\t110\t0.316\t0.090\t0.77\t0.10\t0.456\t0.029\t-0.400\t0.081\t\n",
"OGLE-LMC-RRLYR-07864\t0.675\t0.050\t0.747\t0.019\t1.673\t0.042\t6400\t100\t0.128\t0.087\t0.651\t0.099\t0.537\t0.028\t-0.709\t0.077\t\n",
"OGLE-LMC-RRLYR-07865\t0.606\t0.053\t0.715\t0.020\t1.613\t0.042\t6400\t110\t0.248\t0.089\t0.77\t0.10\t0.537\t0.029\t-0.591\t0.080\t\n",
"OGLE-LMC-RRLYR-07866\t0.621\t0.050\t0.714\t0.019\t1.667\t0.042\t6630\t100\t0.152\t0.087\t0.652\t0.099\t0.493\t0.028\t-0.613\t0.077\t\n",
"OGLE-LMC-RRLYR-07868\t0.560\t0.051\t0.712\t0.019\t1.660\t0.042\t6620\t100\t0.144\t0.087\t0.647\t0.099\t0.494\t0.028\t-0.622\t0.079\t\n",
"OGLE-LMC-RRLYR-07869\t0.613\t0.050\t0.724\t0.019\t1.689\t0.042\t6640\t100\t0.091\t0.087\t0.591\t0.098\t0.490\t0.028\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-07871\t0.614\t0.051\t0.762\t0.019\t1.789\t0.042\t6720\t100\t-0.125\t0.087\t0.352\t0.098\t0.471\t0.028\t-0.858\t0.079\t\n",
"OGLE-LMC-RRLYR-07876\t0.664\t0.051\t0.733\t0.019\t1.687\t0.042\t6560\t100\t0.094\t0.087\t0.608\t0.099\t0.510\t0.028\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-07878\t0.603\t0.050\t0.725\t0.019\t1.692\t0.042\t6660\t100\t0.080\t0.087\t0.581\t0.098\t0.490\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-07879\t0.715\t0.050\t0.765\t0.019\t1.690\t0.042\t6320\t100\t0.079\t0.087\t0.620\t0.099\t0.554\t0.028\t-0.788\t0.077\t\n",
"OGLE-LMC-RRLYR-07880\t0.715\t0.050\t0.775\t0.019\t1.696\t0.042\t6290\t100\t0.058\t0.087\t0.613\t0.099\t0.561\t0.028\t-0.816\t0.077\t\n",
"OGLE-LMC-RRLYR-07881\t0.726\t0.050\t0.771\t0.019\t1.703\t0.042\t6340\t99\t0.060\t0.087\t0.601\t0.099\t0.552\t0.028\t-0.802\t0.077\t\n",
"OGLE-LMC-RRLYR-07883\t0.753\t0.052\t0.832\t0.020\t1.805\t0.043\t6270\t100\t-0.215\t0.088\t0.34\t0.10\t0.567\t0.028\t-1.096\t0.079\t\n",
"OGLE-LMC-RRLYR-07887\t0.551\t0.051\t0.686\t0.019\t1.645\t0.042\t6740\t100\t0.211\t0.088\t0.686\t0.099\t0.462\t0.028\t-0.513\t0.078\t\n",
"OGLE-LMC-RRLYR-07888\t0.735\t0.050\t0.808\t0.019\t1.770\t0.042\t6290\t100\t-0.139\t0.088\t0.42\t0.10\t0.564\t0.028\t-1.014\t0.078\t\n",
"OGLE-LMC-RRLYR-07890\t0.610\t0.050\t0.720\t0.019\t1.683\t0.042\t6640\t100\t0.109\t0.087\t0.599\t0.099\t0.488\t0.028\t-0.651\t0.078\t\n",
"OGLE-LMC-RRLYR-07895\t0.627\t0.050\t0.734\t0.019\t1.671\t0.042\t6490\t100\t0.120\t0.087\t0.641\t0.099\t0.522\t0.028\t-0.694\t0.078\t\n",
"OGLE-LMC-RRLYR-07904\t0.662\t0.051\t0.750\t0.019\t1.729\t0.042\t6600\t100\t-0.000\t0.087\t0.512\t0.098\t0.502\t0.028\t-0.779\t0.078\t\n",
"OGLE-LMC-RRLYR-07906\t0.753\t0.052\t0.751\t0.020\t1.712\t0.042\t6510\t100\t0.099\t0.088\t0.608\t0.099\t0.515\t0.029\t-0.707\t0.080\t\n",
"OGLE-LMC-RRLYR-07907\t0.733\t0.051\t0.772\t0.020\t1.712\t0.042\t6360\t100\t0.048\t0.087\t0.581\t0.099\t0.546\t0.028\t-0.806\t0.079\t\n",
"OGLE-LMC-RRLYR-07916\t0.603\t0.050\t0.729\t0.019\t1.599\t0.042\t6286\t99\t0.254\t0.088\t0.81\t0.10\t0.573\t0.028\t-0.640\t0.077\t\n",
"OGLE-LMC-RRLYR-07919\t0.549\t0.050\t0.694\t0.019\t1.672\t0.041\t6820\t100\t0.163\t0.087\t0.623\t0.098\t0.454\t0.028\t-0.536\t0.077\t\n",
"OGLE-LMC-RRLYR-07921\t0.649\t0.051\t0.735\t0.019\t1.670\t0.042\t6470\t100\t0.128\t0.087\t0.640\t0.099\t0.524\t0.028\t-0.686\t0.078\t\n",
"OGLE-LMC-RRLYR-07922\t0.601\t0.051\t0.698\t0.019\t1.670\t0.042\t6760\t100\t0.177\t0.087\t0.654\t0.098\t0.461\t0.028\t-0.540\t0.078\t\n",
"OGLE-LMC-RRLYR-07923\t0.571\t0.052\t0.712\t0.020\t1.630\t0.042\t6500\t100\t0.212\t0.087\t0.725\t0.099\t0.517\t0.028\t-0.593\t0.078\t\n",
"OGLE-LMC-RRLYR-07924\t0.649\t0.052\t0.725\t0.020\t1.681\t0.042\t6600\t100\t0.146\t0.088\t0.640\t0.099\t0.495\t0.028\t-0.624\t0.079\t\n",
"OGLE-LMC-RRLYR-07929\t0.654\t0.052\t0.731\t0.019\t1.714\t0.042\t6670\t100\t0.058\t0.087\t0.559\t0.099\t0.484\t0.028\t-0.694\t0.079\t\n",
"OGLE-LMC-RRLYR-07930\t0.576\t0.052\t0.687\t0.019\t1.670\t0.042\t6830\t100\t0.171\t0.087\t0.635\t0.098\t0.447\t0.028\t-0.524\t0.079\t\n",
"OGLE-LMC-RRLYR-07932\t0.678\t0.052\t0.732\t0.019\t1.712\t0.042\t6650\t100\t0.068\t0.087\t0.572\t0.099\t0.488\t0.028\t-0.690\t0.078\t\n",
"OGLE-LMC-RRLYR-07933\t0.694\t0.051\t0.741\t0.020\t1.656\t0.042\t6380\t100\t0.182\t0.087\t0.721\t0.099\t0.544\t0.028\t-0.665\t0.079\t\n",
"OGLE-LMC-RRLYR-07947\t0.699\t0.051\t0.767\t0.019\t1.686\t0.042\t6310\t100\t0.091\t0.087\t0.640\t0.099\t0.558\t0.028\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-07949\t0.554\t0.053\t0.676\t0.020\t1.635\t0.042\t6800\t100\t0.238\t0.088\t0.702\t0.099\t0.455\t0.028\t-0.468\t0.080\t\n",
"OGLE-LMC-RRLYR-07951\t0.723\t0.052\t0.757\t0.020\t1.696\t0.042\t6400\t100\t0.090\t0.088\t0.620\t0.099\t0.538\t0.028\t-0.753\t0.079\t\n",
"OGLE-LMC-RRLYR-07952\t0.586\t0.051\t0.713\t0.019\t1.650\t0.042\t6580\t100\t0.166\t0.087\t0.676\t0.099\t0.505\t0.028\t-0.615\t0.078\t\n",
"OGLE-LMC-RRLYR-07953\t0.625\t0.054\t0.750\t0.021\t1.725\t0.043\t6580\t110\t-0.015\t0.089\t0.49\t0.10\t0.506\t0.030\t-0.800\t0.084\t\n",
"OGLE-LMC-RRLYR-07954\t0.591\t0.050\t0.681\t0.019\t1.621\t0.042\t6720\t100\t0.267\t0.087\t0.754\t0.099\t0.476\t0.028\t-0.468\t0.077\t\n",
"OGLE-LMC-RRLYR-07955\t0.689\t0.051\t0.754\t0.020\t1.683\t0.042\t6380\t100\t0.109\t0.088\t0.636\t0.099\t0.540\t0.029\t-0.737\t0.079\t\n",
"OGLE-LMC-RRLYR-07956\t0.671\t0.051\t0.744\t0.019\t1.679\t0.042\t6440\t100\t0.122\t0.088\t0.637\t0.099\t0.528\t0.028\t-0.702\t0.079\t\n",
"OGLE-LMC-RRLYR-07957\t0.677\t0.050\t0.752\t0.019\t1.675\t0.042\t6370\t100\t0.117\t0.087\t0.655\t0.098\t0.546\t0.028\t-0.734\t0.077\t\n",
"OGLE-LMC-RRLYR-07958\t0.676\t0.053\t0.734\t0.020\t1.718\t0.042\t6670\t100\t0.050\t0.088\t0.548\t0.099\t0.486\t0.028\t-0.702\t0.080\t\n",
"OGLE-LMC-RRLYR-07959\t0.750\t0.050\t0.772\t0.019\t1.697\t0.042\t6300\t100\t0.068\t0.087\t0.624\t0.098\t0.563\t0.028\t-0.814\t0.077\t\n",
"OGLE-LMC-RRLYR-07962\t0.624\t0.050\t0.727\t0.019\t1.671\t0.042\t6550\t100\t0.148\t0.087\t0.657\t0.098\t0.508\t0.028\t-0.643\t0.078\t\n",
"OGLE-LMC-RRLYR-07965\t0.682\t0.051\t0.737\t0.019\t1.720\t0.042\t6650\t100\t0.044\t0.087\t0.538\t0.099\t0.489\t0.028\t-0.714\t0.079\t\n",
"OGLE-LMC-RRLYR-07968\t0.674\t0.051\t0.779\t0.019\t1.787\t0.042\t6580\t100\t-0.142\t0.087\t0.360\t0.099\t0.503\t0.028\t-0.923\t0.078\t\n",
"OGLE-LMC-RRLYR-07971\t0.621\t0.061\t0.757\t0.023\t1.752\t0.045\t6620\t120\t-0.066\t0.094\t0.43\t0.10\t0.497\t0.032\t-0.840\t0.093\t\n",
"OGLE-LMC-RRLYR-07973\t0.629\t0.052\t0.726\t0.019\t1.676\t0.042\t6560\t100\t0.127\t0.087\t0.634\t0.099\t0.507\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-07982\t0.646\t0.050\t0.764\t0.019\t1.762\t0.042\t6610\t100\t-0.079\t0.087\t0.427\t0.098\t0.498\t0.028\t-0.852\t0.077\t\n",
"OGLE-LMC-RRLYR-07984\t0.659\t0.050\t0.765\t0.019\t1.758\t0.042\t6583\t99\t-0.068\t0.087\t0.448\t0.098\t0.505\t0.028\t-0.852\t0.077\t\n",
"OGLE-LMC-RRLYR-07985\t0.557\t0.050\t0.694\t0.019\t1.672\t0.042\t6800\t100\t0.159\t0.087\t0.624\t0.098\t0.454\t0.028\t-0.543\t0.078\t\n",
"OGLE-LMC-RRLYR-07987\t0.675\t0.050\t0.759\t0.019\t1.664\t0.042\t6290\t100\t0.123\t0.088\t0.677\t0.099\t0.563\t0.028\t-0.755\t0.078\t\n",
"OGLE-LMC-RRLYR-07993\t0.656\t0.050\t0.725\t0.019\t1.663\t0.042\t6530\t100\t0.174\t0.087\t0.696\t0.098\t0.513\t0.028\t-0.627\t0.077\t\n",
"OGLE-LMC-RRLYR-07994\t0.614\t0.050\t0.765\t0.019\t1.695\t0.042\t6360\t100\t0.038\t0.088\t0.57\t0.10\t0.543\t0.028\t-0.813\t0.077\t\n",
"OGLE-LMC-RRLYR-07995\t0.620\t0.050\t0.724\t0.019\t1.684\t0.042\t6620\t100\t0.101\t0.087\t0.609\t0.098\t0.496\t0.028\t-0.667\t0.077\t\n",
"OGLE-LMC-RRLYR-08002\t0.537\t0.052\t0.711\t0.020\t1.694\t0.042\t6760\t110\t0.083\t0.088\t0.551\t0.099\t0.460\t0.030\t-0.630\t0.082\t\n",
"OGLE-LMC-RRLYR-08003\t0.706\t0.051\t0.765\t0.020\t1.658\t0.042\t6230\t100\t0.131\t0.088\t0.69\t0.10\t0.578\t0.029\t-0.767\t0.079\t\n",
"OGLE-LMC-RRLYR-08005\t0.676\t0.052\t0.737\t0.019\t1.699\t0.042\t6570\t100\t0.070\t0.087\t0.592\t0.099\t0.508\t0.028\t-0.718\t0.079\t\n",
"OGLE-LMC-RRLYR-08008\t0.600\t0.052\t0.733\t0.020\t1.678\t0.042\t6520\t100\t0.092\t0.088\t0.610\t0.099\t0.516\t0.028\t-0.709\t0.080\t\n",
"OGLE-LMC-RRLYR-08011\t0.691\t0.052\t0.738\t0.019\t1.704\t0.042\t6590\t100\t0.080\t0.087\t0.589\t0.099\t0.503\t0.028\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-08012\t0.639\t0.051\t0.773\t0.019\t1.706\t0.042\t6330\t100\t0.005\t0.087\t0.551\t0.099\t0.552\t0.028\t-0.854\t0.077\t\n",
"OGLE-LMC-RRLYR-08014\t0.600\t0.051\t0.724\t0.019\t1.699\t0.042\t6670\t100\t0.090\t0.087\t0.579\t0.098\t0.480\t0.028\t-0.654\t0.078\t\n",
"OGLE-LMC-RRLYR-08019\t0.614\t0.051\t0.734\t0.019\t1.702\t0.042\t6600\t100\t0.064\t0.087\t0.560\t0.098\t0.496\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-08023\t0.675\t0.050\t0.755\t0.019\t1.671\t0.042\t6340\t100\t0.117\t0.087\t0.661\t0.099\t0.553\t0.028\t-0.742\t0.078\t\n",
"OGLE-LMC-RRLYR-08033\t0.655\t0.050\t0.754\t0.019\t1.637\t0.042\t6240\t100\t0.171\t0.088\t0.74\t0.10\t0.581\t0.028\t-0.732\t0.077\t\n",
"OGLE-LMC-RRLYR-08034\t0.651\t0.052\t0.717\t0.019\t1.657\t0.042\t6580\t100\t0.203\t0.087\t0.714\t0.099\t0.503\t0.028\t-0.582\t0.078\t\n",
"OGLE-LMC-RRLYR-08035\t0.600\t0.051\t0.696\t0.019\t1.668\t0.042\t6770\t100\t0.185\t0.087\t0.651\t0.098\t0.457\t0.028\t-0.525\t0.078\t\n",
"OGLE-LMC-RRLYR-08037\t0.563\t0.053\t0.721\t0.020\t1.669\t0.042\t6590\t100\t0.130\t0.087\t0.629\t0.099\t0.498\t0.029\t-0.640\t0.079\t\n",
"OGLE-LMC-RRLYR-08045\t0.693\t0.052\t0.755\t0.019\t1.744\t0.042\t6600\t100\t-0.015\t0.088\t0.495\t0.099\t0.500\t0.028\t-0.791\t0.079\t\n",
"OGLE-LMC-RRLYR-08047\t0.593\t0.051\t0.726\t0.019\t1.689\t0.042\t6630\t100\t0.081\t0.087\t0.579\t0.099\t0.494\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-08053\t0.647\t0.050\t0.744\t0.019\t1.636\t0.042\t6300\t100\t0.185\t0.088\t0.73\t0.10\t0.563\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-08055\t0.663\t0.050\t0.749\t0.019\t1.650\t0.042\t6310\t100\t0.164\t0.088\t0.712\t0.099\t0.558\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-08058\t0.531\t0.050\t0.659\t0.019\t1.580\t0.042\t6700\t100\t0.336\t0.088\t0.83\t0.10\t0.475\t0.028\t-0.407\t0.078\t\n",
"OGLE-LMC-RRLYR-08061\t0.656\t0.052\t0.713\t0.019\t1.654\t0.042\t6590\t100\t0.188\t0.087\t0.709\t0.099\t0.506\t0.028\t-0.600\t0.078\t\n",
"OGLE-LMC-RRLYR-08062\t0.616\t0.050\t0.792\t0.019\t1.811\t0.042\t6580\t100\t-0.227\t0.087\t0.280\t0.098\t0.502\t0.028\t-1.001\t0.078\t\n",
"OGLE-LMC-RRLYR-08065\t0.701\t0.050\t0.749\t0.019\t1.701\t0.042\t6490\t100\t0.099\t0.088\t0.614\t0.099\t0.519\t0.028\t-0.712\t0.078\t\n",
"OGLE-LMC-RRLYR-08067\t0.605\t0.051\t0.724\t0.019\t1.673\t0.042\t6570\t100\t0.132\t0.087\t0.632\t0.099\t0.502\t0.028\t-0.648\t0.078\t\n",
"OGLE-LMC-RRLYR-08072\t0.704\t0.050\t0.725\t0.019\t1.601\t0.042\t6300\t100\t0.315\t0.087\t0.862\t0.099\t0.560\t0.028\t-0.562\t0.078\t\n",
"OGLE-LMC-RRLYR-08073\t0.657\t0.051\t0.744\t0.019\t1.655\t0.042\t6360\t100\t0.150\t0.088\t0.70\t0.10\t0.547\t0.028\t-0.705\t0.078\t\n",
"OGLE-LMC-RRLYR-08077\t0.552\t0.050\t0.714\t0.019\t1.596\t0.043\t6400\t100\t0.264\t0.090\t0.79\t0.10\t0.535\t0.029\t-0.571\t0.077\t\n",
"OGLE-LMC-RRLYR-08079\t0.689\t0.051\t0.730\t0.019\t1.690\t0.042\t6590\t100\t0.109\t0.087\t0.622\t0.099\t0.504\t0.028\t-0.674\t0.078\t\n",
"OGLE-LMC-RRLYR-08084\t0.680\t0.050\t0.771\t0.019\t1.771\t0.042\t6590\t100\t-0.101\t0.087\t0.409\t0.099\t0.505\t0.028\t-0.883\t0.077\t\n",
"OGLE-LMC-RRLYR-08085\t0.660\t0.055\t0.723\t0.020\t1.692\t0.043\t6650\t100\t0.112\t0.088\t0.614\t0.099\t0.489\t0.028\t-0.644\t0.080\t\n",
"OGLE-LMC-RRLYR-08089\t0.614\t0.052\t0.718\t0.020\t1.634\t0.042\t6470\t100\t0.217\t0.088\t0.734\t0.099\t0.523\t0.029\t-0.596\t0.080\t\n",
"OGLE-LMC-RRLYR-08093\t0.706\t0.053\t0.739\t0.020\t1.703\t0.042\t6580\t100\t0.101\t0.088\t0.604\t0.099\t0.503\t0.028\t-0.683\t0.079\t\n",
"OGLE-LMC-RRLYR-08099\t0.660\t0.053\t0.737\t0.020\t1.674\t0.042\t6480\t100\t0.102\t0.088\t0.643\t0.099\t0.531\t0.029\t-0.719\t0.081\t\n",
"OGLE-LMC-RRLYR-08104\t0.564\t0.051\t0.709\t0.019\t1.670\t0.042\t6680\t100\t0.144\t0.087\t0.629\t0.098\t0.478\t0.028\t-0.597\t0.078\t\n",
"OGLE-LMC-RRLYR-08110\t0.618\t0.050\t0.736\t0.019\t1.616\t0.042\t6307\t99\t0.217\t0.088\t0.777\t0.099\t0.565\t0.028\t-0.663\t0.077\t\n",
"OGLE-LMC-RRLYR-08112\t0.628\t0.051\t0.773\t0.019\t1.721\t0.042\t6380\t100\t-0.026\t0.088\t0.51\t0.10\t0.543\t0.028\t-0.871\t0.079\t\n",
"OGLE-LMC-RRLYR-08114\t0.636\t0.052\t0.724\t0.020\t1.642\t0.042\t6450\t100\t0.188\t0.087\t0.714\t0.099\t0.531\t0.028\t-0.641\t0.079\t\n",
"OGLE-LMC-RRLYR-08116\t0.561\t0.050\t0.710\t0.019\t1.601\t0.043\t6440\t100\t0.262\t0.089\t0.78\t0.10\t0.525\t0.029\t-0.559\t0.077\t\n",
"OGLE-LMC-RRLYR-08127\t0.619\t0.051\t0.708\t0.019\t1.657\t0.042\t6630\t100\t0.198\t0.087\t0.692\t0.099\t0.490\t0.028\t-0.568\t0.078\t\n",
"OGLE-LMC-RRLYR-08131\t0.590\t0.051\t0.744\t0.020\t1.640\t0.044\t6330\t100\t0.166\t0.090\t0.71\t0.10\t0.550\t0.030\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-08134\t0.642\t0.052\t0.697\t0.019\t1.643\t0.042\t6660\t100\t0.225\t0.087\t0.725\t0.098\t0.487\t0.028\t-0.534\t0.078\t\n",
"OGLE-LMC-RRLYR-08136\t0.590\t0.050\t0.726\t0.019\t1.703\t0.042\t6680\t100\t0.061\t0.087\t0.554\t0.098\t0.480\t0.028\t-0.686\t0.078\t\n",
"OGLE-LMC-RRLYR-08144\t0.642\t0.051\t0.753\t0.019\t1.711\t0.042\t6490\t100\t0.019\t0.087\t0.548\t0.099\t0.524\t0.028\t-0.796\t0.078\t\n",
"OGLE-LMC-RRLYR-08147\t0.571\t0.051\t0.714\t0.019\t1.717\t0.042\t6820\t100\t0.058\t0.087\t0.520\t0.098\t0.454\t0.028\t-0.639\t0.078\t\n",
"OGLE-LMC-RRLYR-08149\t0.685\t0.050\t0.768\t0.019\t1.682\t0.042\t6300\t100\t0.074\t0.087\t0.633\t0.099\t0.563\t0.028\t-0.800\t0.078\t\n",
"OGLE-LMC-RRLYR-08151\t0.620\t0.051\t0.768\t0.020\t1.732\t0.042\t6460\t100\t-0.042\t0.087\t0.482\t0.099\t0.526\t0.028\t-0.859\t0.079\t\n",
"OGLE-LMC-RRLYR-08152\t0.679\t0.052\t0.736\t0.020\t1.704\t0.042\t6600\t100\t0.077\t0.088\t0.584\t0.099\t0.501\t0.028\t-0.700\t0.079\t\n",
"OGLE-LMC-RRLYR-08153\t0.639\t0.051\t0.752\t0.019\t1.723\t0.042\t6540\t100\t0.001\t0.088\t0.508\t0.099\t0.510\t0.028\t-0.789\t0.078\t\n",
"OGLE-LMC-RRLYR-08158\t0.698\t0.051\t0.748\t0.019\t1.726\t0.042\t6590\t100\t0.022\t0.087\t0.532\t0.099\t0.504\t0.028\t-0.761\t0.078\t\n",
"OGLE-LMC-RRLYR-08170\t0.615\t0.051\t0.709\t0.019\t1.652\t0.042\t6600\t100\t0.189\t0.087\t0.688\t0.099\t0.498\t0.028\t-0.586\t0.078\t\n",
"OGLE-LMC-RRLYR-08173\t0.701\t0.051\t0.749\t0.019\t1.683\t0.042\t6420\t100\t0.127\t0.087\t0.661\t0.099\t0.533\t0.028\t-0.705\t0.078\t\n",
"OGLE-LMC-RRLYR-08175\t0.663\t0.051\t0.745\t0.019\t1.727\t0.042\t6620\t100\t0.014\t0.087\t0.518\t0.098\t0.495\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-08176\t0.644\t0.050\t0.722\t0.019\t1.586\t0.043\t6290\t100\t0.326\t0.089\t0.87\t0.10\t0.562\t0.029\t-0.560\t0.077\t\n",
"OGLE-LMC-RRLYR-08180\t0.588\t0.051\t0.713\t0.019\t1.714\t0.042\t6820\t100\t0.060\t0.087\t0.517\t0.099\t0.450\t0.028\t-0.637\t0.078\t\n",
"OGLE-LMC-RRLYR-08181\t0.595\t0.050\t0.734\t0.019\t1.693\t0.042\t6570\t100\t0.066\t0.087\t0.575\t0.099\t0.504\t0.028\t-0.717\t0.078\t\n",
"OGLE-LMC-RRLYR-08183\t0.712\t0.053\t0.752\t0.020\t1.702\t0.042\t6470\t100\t0.055\t0.088\t0.58\t0.10\t0.530\t0.029\t-0.774\t0.080\t\n",
"OGLE-LMC-RRLYR-08186\t0.640\t0.052\t0.715\t0.019\t1.695\t0.042\t6720\t100\t0.106\t0.087\t0.588\t0.099\t0.471\t0.028\t-0.624\t0.079\t\n",
"OGLE-LMC-RRLYR-08188\t0.747\t0.051\t0.793\t0.019\t1.719\t0.042\t6250\t100\t-0.000\t0.087\t0.566\t0.099\t0.574\t0.028\t-0.893\t0.078\t\n",
"OGLE-LMC-RRLYR-08194\t0.674\t0.050\t0.759\t0.019\t1.662\t0.042\t6290\t100\t0.128\t0.088\t0.681\t0.099\t0.565\t0.028\t-0.754\t0.078\t\n",
"OGLE-LMC-RRLYR-08195\t0.657\t0.050\t0.746\t0.019\t1.654\t0.042\t6346\t99\t0.162\t0.087\t0.703\t0.099\t0.551\t0.028\t-0.701\t0.077\t\n",
"OGLE-LMC-RRLYR-08196\t0.607\t0.050\t0.716\t0.019\t1.666\t0.042\t6620\t100\t0.144\t0.087\t0.646\t0.099\t0.495\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-08203\t0.637\t0.050\t0.727\t0.019\t1.674\t0.042\t6550\t100\t0.125\t0.087\t0.641\t0.099\t0.511\t0.028\t-0.668\t0.077\t\n",
"OGLE-LMC-RRLYR-08204\t0.568\t0.052\t0.697\t0.020\t1.661\t0.042\t6720\t100\t0.174\t0.088\t0.648\t0.099\t0.467\t0.029\t-0.553\t0.079\t\n",
"OGLE-LMC-RRLYR-08206\t0.618\t0.051\t0.753\t0.019\t1.664\t0.042\t6330\t100\t0.104\t0.088\t0.65\t0.10\t0.554\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-08207\t0.750\t0.050\t0.780\t0.019\t1.724\t0.042\t6340\t100\t0.012\t0.087\t0.551\t0.099\t0.547\t0.028\t-0.845\t0.077\t\n",
"OGLE-LMC-RRLYR-08211\t0.641\t0.051\t0.708\t0.019\t1.672\t0.042\t6690\t100\t0.162\t0.087\t0.659\t0.098\t0.483\t0.028\t-0.588\t0.079\t\n",
"OGLE-LMC-RRLYR-08213\t0.573\t0.050\t0.768\t0.019\t1.720\t0.043\t6440\t100\t-0.033\t0.089\t0.48\t0.10\t0.520\t0.029\t-0.853\t0.078\t\n",
"OGLE-LMC-RRLYR-08215\t0.655\t0.052\t0.730\t0.020\t1.657\t0.042\t6460\t100\t0.164\t0.087\t0.686\t0.099\t0.528\t0.028\t-0.664\t0.079\t\n",
"OGLE-LMC-RRLYR-08220\t0.627\t0.053\t0.717\t0.020\t1.679\t0.042\t6640\t100\t0.137\t0.088\t0.626\t0.099\t0.488\t0.028\t-0.623\t0.079\t\n",
"OGLE-LMC-RRLYR-08225\t0.702\t0.050\t0.759\t0.019\t1.661\t0.042\t6277\t99\t0.141\t0.087\t0.698\t0.099\t0.565\t0.028\t-0.746\t0.077\t\n",
"OGLE-LMC-RRLYR-08226\t0.726\t0.050\t0.796\t0.019\t1.753\t0.042\t6320\t100\t-0.083\t0.087\t0.459\t0.098\t0.554\t0.028\t-0.946\t0.078\t\n",
"OGLE-LMC-RRLYR-08227\t0.684\t0.051\t0.750\t0.019\t1.682\t0.042\t6410\t100\t0.107\t0.087\t0.635\t0.099\t0.537\t0.028\t-0.732\t0.078\t\n",
"OGLE-LMC-RRLYR-08231\t0.615\t0.052\t0.715\t0.019\t1.678\t0.042\t6660\t100\t0.140\t0.087\t0.635\t0.099\t0.484\t0.028\t-0.608\t0.078\t\n",
"OGLE-LMC-RRLYR-08233\t0.584\t0.052\t0.721\t0.020\t1.690\t0.042\t6650\t100\t0.099\t0.087\t0.591\t0.099\t0.484\t0.028\t-0.655\t0.079\t\n",
"OGLE-LMC-RRLYR-08234\t0.589\t0.051\t0.712\t0.019\t1.670\t0.042\t6660\t100\t0.151\t0.087\t0.651\t0.098\t0.487\t0.028\t-0.603\t0.077\t\n",
"OGLE-LMC-RRLYR-08235\t0.652\t0.050\t0.736\t0.019\t1.600\t0.042\t6226\t99\t0.261\t0.087\t0.833\t0.099\t0.580\t0.028\t-0.651\t0.077\t\n",
"OGLE-LMC-RRLYR-08236\t0.600\t0.051\t0.688\t0.019\t1.602\t0.043\t6590\t100\t0.274\t0.089\t0.76\t0.10\t0.490\t0.029\t-0.485\t0.078\t\n",
"OGLE-LMC-RRLYR-08237\t0.606\t0.051\t0.710\t0.019\t1.676\t0.042\t6700\t100\t0.136\t0.087\t0.630\t0.098\t0.477\t0.028\t-0.603\t0.078\t\n",
"OGLE-LMC-RRLYR-08246\t0.660\t0.050\t0.761\t0.019\t1.652\t0.042\t6240\t100\t0.133\t0.088\t0.70\t0.10\t0.577\t0.028\t-0.766\t0.077\t\n",
"OGLE-LMC-RRLYR-08249\t0.748\t0.050\t0.771\t0.019\t1.698\t0.042\t6310\t100\t0.073\t0.087\t0.621\t0.099\t0.559\t0.028\t-0.802\t0.077\t\n",
"OGLE-LMC-RRLYR-08250\t0.612\t0.051\t0.722\t0.019\t1.645\t0.042\t6480\t100\t0.177\t0.088\t0.697\t0.099\t0.524\t0.028\t-0.640\t0.078\t\n",
"OGLE-LMC-RRLYR-08253\t0.671\t0.051\t0.725\t0.019\t1.659\t0.042\t6510\t100\t0.182\t0.087\t0.692\t0.099\t0.518\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-08255\t0.604\t0.051\t0.756\t0.019\t1.748\t0.042\t6620\t100\t-0.057\t0.087\t0.446\t0.098\t0.495\t0.028\t-0.826\t0.079\t\n",
"OGLE-LMC-RRLYR-08258\t0.697\t0.051\t0.769\t0.019\t1.729\t0.042\t6440\t100\t-0.014\t0.087\t0.518\t0.098\t0.532\t0.028\t-0.845\t0.078\t\n",
"OGLE-LMC-RRLYR-08262\t0.587\t0.051\t0.759\t0.019\t1.759\t0.042\t6640\t100\t-0.093\t0.088\t0.40\t0.10\t0.494\t0.028\t-0.855\t0.079\t\n",
"OGLE-LMC-RRLYR-08266\t0.549\t0.051\t0.674\t0.019\t1.603\t0.042\t6710\t100\t0.297\t0.087\t0.782\t0.099\t0.476\t0.028\t-0.437\t0.077\t\n",
"OGLE-LMC-RRLYR-08267\t0.722\t0.050\t0.758\t0.019\t1.681\t0.042\t6350\t100\t0.124\t0.087\t0.655\t0.099\t0.547\t0.028\t-0.731\t0.078\t\n",
"OGLE-LMC-RRLYR-08268\t0.639\t0.051\t0.735\t0.019\t1.650\t0.042\t6410\t100\t0.180\t0.087\t0.712\t0.099\t0.537\t0.028\t-0.658\t0.078\t\n",
"OGLE-LMC-RRLYR-08270\t0.645\t0.051\t0.729\t0.019\t1.690\t0.042\t6600\t100\t0.097\t0.087\t0.603\t0.099\t0.499\t0.028\t-0.678\t0.077\t\n",
"OGLE-LMC-RRLYR-08272\t0.590\t0.050\t0.742\t0.019\t1.757\t0.042\t6760\t100\t-0.049\t0.087\t0.422\t0.098\t0.464\t0.028\t-0.769\t0.077\t\n",
"OGLE-LMC-RRLYR-08273\t0.699\t0.050\t0.769\t0.019\t1.678\t0.042\t6281\t99\t0.096\t0.087\t0.653\t0.099\t0.570\t0.028\t-0.792\t0.077\t\n",
"OGLE-LMC-RRLYR-08282\t0.666\t0.050\t0.756\t0.019\t1.668\t0.042\t6320\t100\t0.116\t0.087\t0.660\t0.099\t0.558\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-08285\t0.606\t0.052\t0.722\t0.019\t1.670\t0.042\t6570\t100\t0.133\t0.087\t0.635\t0.099\t0.502\t0.028\t-0.647\t0.078\t\n",
"OGLE-LMC-RRLYR-08295\t0.678\t0.051\t0.746\t0.019\t1.681\t0.042\t6430\t100\t0.103\t0.087\t0.624\t0.099\t0.533\t0.028\t-0.727\t0.078\t\n",
"OGLE-LMC-RRLYR-08297\t0.748\t0.056\t0.744\t0.020\t1.736\t0.043\t6650\t100\t0.037\t0.088\t0.522\t0.099\t0.487\t0.029\t-0.716\t0.081\t\n",
"OGLE-LMC-RRLYR-08298\t0.714\t0.050\t0.754\t0.019\t1.640\t0.042\t6250\t100\t0.168\t0.088\t0.74\t0.10\t0.576\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-08302\t0.569\t0.050\t0.715\t0.019\t1.695\t0.042\t6740\t100\t0.086\t0.087\t0.562\t0.098\t0.468\t0.028\t-0.639\t0.078\t\n",
"OGLE-LMC-RRLYR-08303\t0.714\t0.062\t0.755\t0.022\t1.693\t0.045\t6410\t110\t0.067\t0.094\t0.61\t0.10\t0.544\t0.029\t-0.782\t0.090\t\n",
"OGLE-LMC-RRLYR-08309\t0.673\t0.057\t0.727\t0.020\t1.716\t0.042\t6710\t100\t0.065\t0.089\t0.544\t0.099\t0.475\t0.029\t-0.670\t0.082\t\n",
"OGLE-LMC-RRLYR-08310\t0.657\t0.050\t0.748\t0.019\t1.651\t0.042\t6330\t100\t0.159\t0.087\t0.707\t0.099\t0.557\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-08311\t0.658\t0.054\t0.710\t0.020\t1.677\t0.042\t6690\t100\t0.156\t0.088\t0.649\t0.099\t0.480\t0.029\t-0.592\t0.079\t\n",
"OGLE-LMC-RRLYR-08316\t0.720\t0.051\t0.790\t0.019\t1.787\t0.042\t6500\t100\t-0.142\t0.087\t0.386\t0.099\t0.523\t0.028\t-0.958\t0.079\t\n",
"OGLE-LMC-RRLYR-08317\t0.609\t0.050\t0.714\t0.019\t1.696\t0.042\t6740\t100\t0.104\t0.087\t0.585\t0.098\t0.469\t0.028\t-0.623\t0.078\t\n",
"OGLE-LMC-RRLYR-08319\t0.623\t0.051\t0.713\t0.019\t1.571\t0.043\t6290\t100\t0.343\t0.089\t0.89\t0.10\t0.569\t0.028\t-0.545\t0.078\t\n",
"OGLE-LMC-RRLYR-08321\t0.621\t0.053\t0.696\t0.020\t1.658\t0.042\t6720\t100\t0.187\t0.088\t0.681\t0.099\t0.474\t0.028\t-0.551\t0.079\t\n",
"OGLE-LMC-RRLYR-08322\t0.609\t0.050\t0.730\t0.019\t1.598\t0.042\t6288\t99\t0.265\t0.088\t0.82\t0.10\t0.568\t0.028\t-0.627\t0.077\t\n",
"OGLE-LMC-RRLYR-08323\t0.708\t0.050\t0.739\t0.019\t1.688\t0.042\t6510\t100\t0.149\t0.087\t0.663\t0.099\t0.514\t0.028\t-0.653\t0.078\t\n",
"OGLE-LMC-RRLYR-08325\t0.616\t0.050\t0.720\t0.019\t1.665\t0.042\t6570\t100\t0.157\t0.087\t0.659\t0.098\t0.503\t0.028\t-0.627\t0.078\t\n",
"OGLE-LMC-RRLYR-08326\t0.646\t0.050\t0.757\t0.019\t1.666\t0.042\t6327\t99\t0.111\t0.087\t0.661\t0.099\t0.556\t0.028\t-0.757\t0.077\t\n",
"OGLE-LMC-RRLYR-08328\t0.604\t0.050\t0.716\t0.019\t1.668\t0.042\t6620\t100\t0.134\t0.087\t0.638\t0.099\t0.496\t0.028\t-0.635\t0.077\t\n",
"OGLE-LMC-RRLYR-08329\t0.647\t0.054\t0.720\t0.020\t1.712\t0.042\t6740\t100\t0.078\t0.088\t0.547\t0.099\t0.464\t0.029\t-0.642\t0.080\t\n",
"OGLE-LMC-RRLYR-08330\t0.703\t0.050\t0.805\t0.019\t1.770\t0.042\t6330\t100\t-0.122\t0.087\t0.426\t0.098\t0.553\t0.028\t-0.982\t0.077\t\n",
"OGLE-LMC-RRLYR-08331\t0.579\t0.050\t0.781\t0.019\t1.759\t0.044\t6470\t100\t-0.128\t0.091\t0.39\t0.10\t0.513\t0.030\t-0.923\t0.078\t\n",
"OGLE-LMC-RRLYR-08332\t0.755\t0.051\t0.760\t0.019\t1.680\t0.042\t6320\t100\t0.129\t0.087\t0.676\t0.099\t0.557\t0.028\t-0.744\t0.078\t\n",
"OGLE-LMC-RRLYR-08333\t0.662\t0.050\t0.753\t0.019\t1.660\t0.042\t6330\t100\t0.144\t0.087\t0.689\t0.099\t0.555\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-08341\t0.660\t0.051\t0.725\t0.019\t1.668\t0.042\t6560\t100\t0.147\t0.087\t0.666\t0.099\t0.511\t0.028\t-0.647\t0.077\t\n",
"OGLE-LMC-RRLYR-08342\t0.692\t0.052\t0.770\t0.020\t1.722\t0.042\t6400\t100\t-0.002\t0.088\t0.529\t0.099\t0.539\t0.028\t-0.842\t0.079\t\n",
"OGLE-LMC-RRLYR-08347\t0.686\t0.050\t0.743\t0.019\t1.678\t0.042\t6440\t100\t0.136\t0.087\t0.650\t0.098\t0.527\t0.028\t-0.690\t0.078\t\n",
"OGLE-LMC-RRLYR-08349\t0.605\t0.050\t0.727\t0.019\t1.702\t0.042\t6660\t100\t0.062\t0.087\t0.550\t0.098\t0.484\t0.028\t-0.690\t0.077\t\n",
"OGLE-LMC-RRLYR-08353\t0.519\t0.050\t0.673\t0.019\t1.621\t0.042\t6740\t100\t0.243\t0.087\t0.730\t0.099\t0.464\t0.028\t-0.482\t0.077\t\n",
"OGLE-LMC-RRLYR-08358\t0.594\t0.050\t0.672\t0.019\t1.569\t0.042\t6550\t100\t0.357\t0.088\t0.886\t0.099\t0.513\t0.028\t-0.440\t0.078\t\n",
"OGLE-LMC-RRLYR-08361\t0.611\t0.050\t0.744\t0.019\t1.746\t0.042\t6700\t100\t-0.031\t0.087\t0.460\t0.098\t0.480\t0.028\t-0.774\t0.077\t\n",
"OGLE-LMC-RRLYR-08366\t0.722\t0.050\t0.769\t0.019\t1.698\t0.042\t6320\t100\t0.069\t0.087\t0.613\t0.098\t0.554\t0.028\t-0.798\t0.077\t\n",
"OGLE-LMC-RRLYR-08368\t0.654\t0.051\t0.748\t0.019\t1.738\t0.042\t6640\t100\t-0.017\t0.087\t0.485\t0.099\t0.494\t0.028\t-0.784\t0.078\t\n",
"OGLE-LMC-RRLYR-08373\t0.551\t0.052\t0.699\t0.020\t1.704\t0.042\t6880\t100\t0.100\t0.088\t0.550\t0.099\t0.436\t0.028\t-0.572\t0.079\t\n",
"OGLE-LMC-RRLYR-08375\t0.661\t0.054\t0.729\t0.020\t1.677\t0.042\t6550\t100\t0.147\t0.088\t0.663\t0.099\t0.508\t0.029\t-0.640\t0.080\t\n",
"OGLE-LMC-RRLYR-08376\t0.533\t0.049\t0.699\t0.019\t1.680\t0.041\t6800\t100\t0.125\t0.087\t0.589\t0.098\t0.453\t0.028\t-0.576\t0.077\t\n",
"OGLE-LMC-RRLYR-08378\t0.673\t0.051\t0.747\t0.019\t1.690\t0.042\t6460\t100\t0.084\t0.088\t0.613\t0.099\t0.529\t0.028\t-0.741\t0.079\t\n",
"OGLE-LMC-RRLYR-08379\t0.591\t0.051\t0.710\t0.019\t1.632\t0.042\t6520\t100\t0.222\t0.087\t0.737\t0.098\t0.513\t0.028\t-0.578\t0.078\t\n",
"OGLE-LMC-RRLYR-08380\t0.585\t0.051\t0.701\t0.019\t1.656\t0.042\t6690\t100\t0.184\t0.087\t0.673\t0.098\t0.478\t0.028\t-0.558\t0.078\t\n",
"OGLE-LMC-RRLYR-08383\t0.743\t0.050\t0.754\t0.019\t1.695\t0.042\t6430\t100\t0.105\t0.087\t0.635\t0.098\t0.536\t0.028\t-0.729\t0.077\t\n",
"OGLE-LMC-RRLYR-08385\t0.668\t0.053\t0.728\t0.020\t1.707\t0.042\t6670\t100\t0.077\t0.088\t0.566\t0.099\t0.484\t0.028\t-0.673\t0.080\t\n",
"OGLE-LMC-RRLYR-08386\t0.569\t0.051\t0.676\t0.019\t1.649\t0.042\t6840\t100\t0.221\t0.087\t0.684\t0.098\t0.443\t0.028\t-0.468\t0.078\t\n",
"OGLE-LMC-RRLYR-08388\t0.658\t0.051\t0.725\t0.019\t1.653\t0.042\t6490\t100\t0.184\t0.087\t0.699\t0.099\t0.523\t0.028\t-0.630\t0.078\t\n",
"OGLE-LMC-RRLYR-08391\t0.636\t0.051\t0.735\t0.019\t1.675\t0.042\t6510\t100\t0.137\t0.087\t0.647\t0.098\t0.515\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-08396\t0.583\t0.050\t0.730\t0.019\t1.700\t0.042\t6640\t100\t0.056\t0.087\t0.560\t0.098\t0.492\t0.028\t-0.705\t0.077\t\n",
"OGLE-LMC-RRLYR-08400\t0.652\t0.052\t0.716\t0.020\t1.659\t0.042\t6550\t100\t0.177\t0.088\t0.67\t0.10\t0.506\t0.028\t-0.611\t0.079\t\n",
"OGLE-LMC-RRLYR-08401\t0.645\t0.062\t0.724\t0.022\t1.674\t0.044\t6570\t110\t0.131\t0.092\t0.63\t0.10\t0.504\t0.029\t-0.650\t0.087\t\n",
"OGLE-LMC-RRLYR-08402\t0.637\t0.052\t0.708\t0.019\t1.696\t0.042\t6770\t100\t0.124\t0.087\t0.590\t0.099\t0.457\t0.028\t-0.591\t0.078\t\n",
"OGLE-LMC-RRLYR-08405\t0.636\t0.050\t0.785\t0.019\t1.727\t0.042\t6320\t100\t-0.051\t0.087\t0.499\t0.099\t0.555\t0.028\t-0.916\t0.077\t\n",
"OGLE-LMC-RRLYR-08408\t0.616\t0.051\t0.694\t0.019\t1.592\t0.042\t6480\t100\t0.324\t0.088\t0.84\t0.10\t0.524\t0.028\t-0.494\t0.078\t\n",
"OGLE-LMC-RRLYR-08413\t0.730\t0.053\t0.752\t0.020\t1.703\t0.042\t6460\t100\t0.065\t0.089\t0.59\t0.10\t0.531\t0.029\t-0.768\t0.082\t\n",
"OGLE-LMC-RRLYR-08415\t0.600\t0.050\t0.705\t0.019\t1.637\t0.042\t6580\t100\t0.214\t0.087\t0.717\t0.099\t0.502\t0.028\t-0.570\t0.077\t\n",
"OGLE-LMC-RRLYR-08419\t0.632\t0.050\t0.727\t0.019\t1.665\t0.042\t6510\t100\t0.140\t0.088\t0.653\t0.099\t0.517\t0.028\t-0.665\t0.078\t\n",
"OGLE-LMC-RRLYR-08423\t0.623\t0.051\t0.755\t0.019\t1.752\t0.042\t6630\t100\t-0.054\t0.087\t0.442\t0.099\t0.491\t0.028\t-0.816\t0.078\t\n",
"OGLE-LMC-RRLYR-08424\t0.647\t0.051\t0.754\t0.019\t1.666\t0.043\t6360\t100\t0.126\t0.090\t0.66\t0.10\t0.546\t0.029\t-0.729\t0.078\t\n",
"OGLE-LMC-RRLYR-08425\t0.607\t0.050\t0.738\t0.019\t1.642\t0.043\t6390\t100\t0.169\t0.089\t0.70\t0.10\t0.533\t0.029\t-0.660\t0.077\t\n",
"OGLE-LMC-RRLYR-08426\t0.677\t0.051\t0.760\t0.019\t1.671\t0.042\t6310\t100\t0.107\t0.088\t0.65\t0.10\t0.560\t0.028\t-0.759\t0.078\t\n",
"OGLE-LMC-RRLYR-08427\t0.697\t0.050\t0.759\t0.019\t1.635\t0.042\t6182\t99\t0.185\t0.087\t0.770\t0.099\t0.591\t0.028\t-0.743\t0.077\t\n",
"OGLE-LMC-RRLYR-08428\t0.628\t0.050\t0.762\t0.019\t1.758\t0.042\t6610\t100\t-0.086\t0.087\t0.423\t0.098\t0.500\t0.028\t-0.864\t0.078\t\n",
"OGLE-LMC-RRLYR-08429\t0.704\t0.051\t0.769\t0.019\t1.790\t0.042\t6670\t100\t-0.121\t0.087\t0.366\t0.099\t0.484\t0.028\t-0.867\t0.078\t\n",
"OGLE-LMC-RRLYR-08432\t0.674\t0.051\t0.748\t0.019\t1.671\t0.042\t6380\t100\t0.122\t0.087\t0.652\t0.099\t0.542\t0.028\t-0.724\t0.078\t\n",
"OGLE-LMC-RRLYR-08434\t0.556\t0.050\t0.686\t0.019\t1.628\t0.042\t6690\t100\t0.261\t0.087\t0.741\t0.099\t0.475\t0.028\t-0.483\t0.078\t\n",
"OGLE-LMC-RRLYR-08437\t0.643\t0.052\t0.736\t0.019\t1.665\t0.042\t6450\t100\t0.134\t0.087\t0.665\t0.099\t0.532\t0.028\t-0.693\t0.078\t\n",
"OGLE-LMC-RRLYR-08440\t0.632\t0.052\t0.720\t0.019\t1.654\t0.042\t6530\t100\t0.187\t0.087\t0.698\t0.099\t0.513\t0.028\t-0.612\t0.078\t\n",
"OGLE-LMC-RRLYR-08446\t0.619\t0.050\t0.718\t0.019\t1.675\t0.042\t6630\t100\t0.132\t0.087\t0.635\t0.098\t0.492\t0.028\t-0.630\t0.078\t\n",
"OGLE-LMC-RRLYR-08450\t0.630\t0.051\t0.713\t0.019\t1.654\t0.042\t6580\t100\t0.196\t0.088\t0.69\t0.10\t0.497\t0.028\t-0.589\t0.079\t\n",
"OGLE-LMC-RRLYR-08451\t0.573\t0.051\t0.681\t0.019\t1.595\t0.042\t6590\t100\t0.313\t0.088\t0.81\t0.10\t0.497\t0.028\t-0.465\t0.078\t\n",
"OGLE-LMC-RRLYR-08455\t0.691\t0.051\t0.788\t0.020\t1.774\t0.042\t6460\t100\t-0.125\t0.087\t0.412\t0.098\t0.529\t0.028\t-0.948\t0.079\t\n",
"OGLE-LMC-RRLYR-08462\t0.583\t0.051\t0.717\t0.019\t1.686\t0.042\t6680\t100\t0.105\t0.087\t0.595\t0.098\t0.479\t0.028\t-0.638\t0.078\t\n",
"OGLE-LMC-RRLYR-08466\t0.574\t0.051\t0.725\t0.019\t1.678\t0.042\t6600\t100\t0.090\t0.087\t0.600\t0.099\t0.504\t0.028\t-0.684\t0.078\t\n",
"OGLE-LMC-RRLYR-08478\t0.623\t0.051\t0.728\t0.019\t1.666\t0.042\t6520\t100\t0.142\t0.087\t0.654\t0.099\t0.516\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-08483\t0.760\t0.050\t0.771\t0.019\t1.708\t0.042\t6350\t100\t0.051\t0.087\t0.596\t0.098\t0.553\t0.028\t-0.815\t0.077\t\n",
"OGLE-LMC-RRLYR-08486\t0.721\t0.051\t0.766\t0.020\t1.756\t0.042\t6570\t100\t-0.022\t0.088\t0.475\t0.099\t0.501\t0.028\t-0.800\t0.079\t\n",
"OGLE-LMC-RRLYR-08487\t0.574\t0.050\t0.720\t0.019\t1.728\t0.041\t6820\t100\t0.037\t0.087\t0.497\t0.098\t0.452\t0.028\t-0.663\t0.077\t\n",
"OGLE-LMC-RRLYR-08491\t0.673\t0.055\t0.761\t0.022\t1.667\t0.046\t6270\t100\t0.094\t0.093\t0.65\t0.11\t0.566\t0.028\t-0.784\t0.082\t\n",
"OGLE-LMC-RRLYR-08501\t0.611\t0.058\t0.708\t0.021\t1.642\t0.044\t6590\t110\t0.189\t0.089\t0.71\t0.10\t0.505\t0.030\t-0.592\t0.081\t\n",
"OGLE-LMC-RRLYR-08502\t0.679\t0.050\t0.759\t0.019\t1.681\t0.042\t6360\t100\t0.095\t0.088\t0.63\t0.10\t0.539\t0.028\t-0.746\t0.078\t\n",
"OGLE-LMC-RRLYR-08511\t0.700\t0.064\t0.774\t0.023\t1.738\t0.046\t6440\t110\t-0.042\t0.095\t0.48\t0.11\t0.535\t0.030\t-0.871\t0.091\t\n",
"OGLE-LMC-RRLYR-08512\t0.603\t0.053\t0.714\t0.020\t1.656\t0.042\t6580\t100\t0.172\t0.087\t0.672\t0.099\t0.502\t0.028\t-0.606\t0.079\t\n",
"OGLE-LMC-RRLYR-08513\t0.703\t0.051\t0.766\t0.019\t1.718\t0.042\t6410\t100\t0.004\t0.087\t0.542\t0.099\t0.540\t0.028\t-0.839\t0.078\t\n",
"OGLE-LMC-RRLYR-08519\t0.623\t0.052\t0.724\t0.019\t1.662\t0.042\t6530\t100\t0.151\t0.087\t0.666\t0.099\t0.515\t0.028\t-0.649\t0.078\t\n",
"OGLE-LMC-RRLYR-08522\t0.579\t0.051\t0.706\t0.019\t1.651\t0.042\t6630\t100\t0.186\t0.087\t0.678\t0.099\t0.489\t0.028\t-0.574\t0.078\t\n",
"OGLE-LMC-RRLYR-08527\t0.697\t0.050\t0.761\t0.019\t1.691\t0.042\t6370\t100\t0.083\t0.087\t0.615\t0.099\t0.545\t0.028\t-0.766\t0.078\t\n",
"OGLE-LMC-RRLYR-08531\t0.555\t0.049\t0.667\t0.019\t1.548\t0.042\t6540\t100\t0.364\t0.087\t0.908\t0.099\t0.524\t0.028\t-0.440\t0.077\t\n",
"OGLE-LMC-RRLYR-08532\t0.677\t0.051\t0.748\t0.020\t1.674\t0.042\t6390\t100\t0.126\t0.088\t0.64\t0.10\t0.536\t0.029\t-0.711\t0.079\t\n",
"OGLE-LMC-RRLYR-08536\t0.587\t0.051\t0.686\t0.019\t1.635\t0.042\t6710\t100\t0.229\t0.087\t0.722\t0.098\t0.474\t0.028\t-0.508\t0.078\t\n",
"OGLE-LMC-RRLYR-08537\t0.670\t0.051\t0.731\t0.019\t1.679\t0.042\t6540\t100\t0.141\t0.087\t0.648\t0.099\t0.510\t0.028\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-08538\t0.609\t0.052\t0.723\t0.020\t1.626\t0.042\t6410\t100\t0.220\t0.088\t0.751\t0.099\t0.537\t0.028\t-0.618\t0.079\t\n",
"OGLE-LMC-RRLYR-08541\t0.622\t0.051\t0.703\t0.019\t1.637\t0.042\t6590\t100\t0.215\t0.088\t0.712\t0.099\t0.501\t0.028\t-0.560\t0.078\t\n",
"OGLE-LMC-RRLYR-08542\t0.584\t0.058\t0.706\t0.022\t1.641\t0.043\t6590\t110\t0.189\t0.091\t0.69\t0.10\t0.499\t0.030\t-0.591\t0.088\t\n",
"OGLE-LMC-RRLYR-08548\t0.643\t0.052\t0.767\t0.019\t1.755\t0.042\t6550\t100\t-0.074\t0.088\t0.437\t0.099\t0.509\t0.028\t-0.863\t0.079\t\n",
"OGLE-LMC-RRLYR-08552\t0.537\t0.051\t0.723\t0.019\t1.693\t0.042\t6650\t100\t0.062\t0.087\t0.547\t0.099\t0.484\t0.028\t-0.685\t0.078\t\n",
"OGLE-LMC-RRLYR-08555\t0.666\t0.051\t0.779\t0.020\t1.789\t0.042\t6600\t100\t-0.139\t0.088\t0.367\t0.099\t0.500\t0.029\t-0.916\t0.080\t\n",
"OGLE-LMC-RRLYR-08558\t0.623\t0.051\t0.722\t0.019\t1.644\t0.042\t6480\t100\t0.189\t0.087\t0.705\t0.099\t0.523\t0.028\t-0.627\t0.078\t\n",
"OGLE-LMC-RRLYR-08559\t0.651\t0.050\t0.792\t0.019\t1.730\t0.042\t6300\t100\t-0.053\t0.087\t0.504\t0.099\t0.560\t0.028\t-0.924\t0.078\t\n",
"OGLE-LMC-RRLYR-08560\t0.577\t0.050\t0.723\t0.019\t1.666\t0.042\t6560\t100\t0.122\t0.087\t0.636\t0.099\t0.509\t0.028\t-0.665\t0.078\t\n",
"OGLE-LMC-RRLYR-08561\t0.749\t0.051\t0.748\t0.019\t1.670\t0.042\t6360\t100\t0.148\t0.087\t0.694\t0.099\t0.552\t0.028\t-0.719\t0.078\t\n",
"OGLE-LMC-RRLYR-08573\t0.613\t0.053\t0.715\t0.020\t1.656\t0.042\t6580\t100\t0.169\t0.088\t0.680\t0.099\t0.503\t0.028\t-0.617\t0.079\t\n",
"OGLE-LMC-RRLYR-08574\t0.588\t0.051\t0.733\t0.019\t1.725\t0.042\t6710\t100\t0.015\t0.087\t0.500\t0.098\t0.475\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-08579\t0.653\t0.052\t0.736\t0.020\t1.681\t0.042\t6510\t100\t0.121\t0.087\t0.632\t0.099\t0.515\t0.029\t-0.681\t0.079\t\n",
"OGLE-LMC-RRLYR-08584\t0.643\t0.054\t0.770\t0.022\t1.697\t0.047\t6330\t110\t0.044\t0.094\t0.58\t0.11\t0.551\t0.030\t-0.825\t0.083\t\n",
"OGLE-LMC-RRLYR-08588\t0.581\t0.050\t0.704\t0.019\t1.643\t0.042\t6620\t100\t0.202\t0.087\t0.702\t0.098\t0.495\t0.028\t-0.564\t0.077\t\n",
"OGLE-LMC-RRLYR-08601\t0.597\t0.052\t0.703\t0.019\t1.663\t0.042\t6700\t100\t0.163\t0.087\t0.654\t0.099\t0.477\t0.028\t-0.577\t0.078\t\n",
"OGLE-LMC-RRLYR-08604\t0.672\t0.052\t0.740\t0.020\t1.695\t0.042\t6530\t100\t0.103\t0.087\t0.605\t0.099\t0.509\t0.028\t-0.688\t0.079\t\n",
"OGLE-LMC-RRLYR-08605\t0.694\t0.062\t0.752\t0.022\t1.699\t0.045\t6460\t110\t0.045\t0.091\t0.59\t0.10\t0.533\t0.029\t-0.771\t0.086\t\n",
"OGLE-LMC-RRLYR-08609\t0.622\t0.050\t0.720\t0.019\t1.663\t0.042\t6570\t100\t0.141\t0.087\t0.657\t0.099\t0.509\t0.028\t-0.648\t0.077\t\n",
"OGLE-LMC-RRLYR-08611\t0.567\t0.051\t0.688\t0.019\t1.676\t0.042\t6860\t100\t0.165\t0.087\t0.613\t0.098\t0.440\t0.028\t-0.516\t0.078\t\n",
"OGLE-LMC-RRLYR-08619\t0.686\t0.051\t0.747\t0.019\t1.683\t0.042\t6430\t100\t0.106\t0.087\t0.627\t0.099\t0.532\t0.028\t-0.725\t0.078\t\n",
"OGLE-LMC-RRLYR-08624\t0.608\t0.055\t0.711\t0.020\t1.633\t0.043\t6530\t100\t0.209\t0.088\t0.73\t0.10\t0.517\t0.029\t-0.591\t0.080\t\n",
"OGLE-LMC-RRLYR-08625\t0.563\t0.050\t0.700\t0.019\t1.646\t0.042\t6670\t100\t0.186\t0.087\t0.683\t0.098\t0.485\t0.028\t-0.564\t0.077\t\n",
"OGLE-LMC-RRLYR-08633\t0.665\t0.051\t0.726\t0.019\t1.690\t0.042\t6630\t100\t0.130\t0.087\t0.625\t0.098\t0.491\t0.028\t-0.636\t0.077\t\n",
"OGLE-LMC-RRLYR-08634\t0.747\t0.050\t0.833\t0.019\t1.809\t0.042\t6275\t99\t-0.225\t0.087\t0.332\t0.099\t0.565\t0.028\t-1.108\t0.077\t\n",
"OGLE-LMC-RRLYR-08636\t0.683\t0.050\t0.771\t0.019\t1.768\t0.042\t6570\t100\t-0.091\t0.087\t0.417\t0.098\t0.505\t0.028\t-0.877\t0.078\t\n",
"OGLE-LMC-RRLYR-08637\t0.631\t0.053\t0.740\t0.020\t1.651\t0.043\t6380\t100\t0.165\t0.089\t0.69\t0.10\t0.541\t0.029\t-0.680\t0.080\t\n",
"OGLE-LMC-RRLYR-08640\t0.638\t0.051\t0.719\t0.019\t1.641\t0.042\t6480\t100\t0.197\t0.087\t0.715\t0.099\t0.524\t0.028\t-0.622\t0.078\t\n",
"OGLE-LMC-RRLYR-08644\t0.708\t0.050\t0.796\t0.019\t1.769\t0.042\t6380\t100\t-0.129\t0.087\t0.410\t0.099\t0.544\t0.028\t-0.974\t0.078\t\n",
"OGLE-LMC-RRLYR-08646\t0.676\t0.050\t0.751\t0.019\t1.660\t0.042\t6330\t100\t0.146\t0.087\t0.688\t0.099\t0.554\t0.028\t-0.717\t0.078\t\n",
"OGLE-LMC-RRLYR-08647\t0.638\t0.050\t0.762\t0.019\t1.730\t0.043\t6520\t100\t-0.022\t0.089\t0.46\t0.10\t0.492\t0.029\t-0.789\t0.078\t\n",
"OGLE-LMC-RRLYR-08654\t0.699\t0.052\t0.736\t0.020\t1.596\t0.044\t6210\t100\t0.251\t0.091\t0.85\t0.10\t0.600\t0.029\t-0.671\t0.080\t\n",
"OGLE-LMC-RRLYR-08656\t0.640\t0.051\t0.734\t0.019\t1.714\t0.042\t6660\t100\t0.051\t0.087\t0.548\t0.098\t0.486\t0.028\t-0.700\t0.078\t\n",
"OGLE-LMC-RRLYR-08657\t0.620\t0.050\t0.747\t0.019\t1.652\t0.042\t6360\t100\t0.149\t0.088\t0.68\t0.10\t0.548\t0.028\t-0.706\t0.077\t\n",
"OGLE-LMC-RRLYR-08658\t0.643\t0.053\t0.718\t0.020\t1.693\t0.042\t6690\t100\t0.126\t0.087\t0.610\t0.099\t0.475\t0.028\t-0.613\t0.079\t\n",
"OGLE-LMC-RRLYR-08659\t0.638\t0.057\t0.717\t0.021\t1.662\t0.044\t6590\t100\t0.171\t0.090\t0.68\t0.10\t0.503\t0.029\t-0.609\t0.082\t\n",
"OGLE-LMC-RRLYR-08661\t0.587\t0.050\t0.749\t0.019\t1.657\t0.042\t6340\t100\t0.122\t0.088\t0.66\t0.10\t0.547\t0.028\t-0.735\t0.077\t\n",
"OGLE-LMC-RRLYR-08662\t0.693\t0.050\t0.737\t0.019\t1.687\t0.042\t6520\t100\t0.141\t0.087\t0.654\t0.098\t0.512\t0.028\t-0.660\t0.077\t\n",
"OGLE-LMC-RRLYR-08666\t0.602\t0.050\t0.763\t0.019\t1.763\t0.042\t6620\t100\t-0.101\t0.087\t0.403\t0.098\t0.497\t0.028\t-0.872\t0.077\t\n",
"OGLE-LMC-RRLYR-08671\t0.641\t0.055\t0.722\t0.020\t1.650\t0.042\t6510\t100\t0.207\t0.088\t0.715\t0.099\t0.516\t0.029\t-0.596\t0.081\t\n",
"OGLE-LMC-RRLYR-08672\t0.635\t0.051\t0.730\t0.019\t1.665\t0.042\t6510\t100\t0.161\t0.088\t0.67\t0.10\t0.514\t0.028\t-0.636\t0.079\t\n",
"OGLE-LMC-RRLYR-08682\t0.578\t0.050\t0.719\t0.019\t1.688\t0.042\t6680\t100\t0.091\t0.087\t0.576\t0.099\t0.481\t0.028\t-0.654\t0.077\t\n",
"OGLE-LMC-RRLYR-08689\t0.633\t0.051\t0.712\t0.019\t1.676\t0.042\t6680\t100\t0.185\t0.088\t0.661\t0.099\t0.475\t0.028\t-0.557\t0.078\t\n",
"OGLE-LMC-RRLYR-08690\t0.679\t0.069\t0.719\t0.024\t1.683\t0.046\t6630\t110\t0.139\t0.095\t0.64\t0.10\t0.491\t0.031\t-0.623\t0.095\t\n",
"OGLE-LMC-RRLYR-08692\t0.706\t0.050\t0.736\t0.019\t1.644\t0.042\t6370\t100\t0.216\t0.087\t0.754\t0.099\t0.547\t0.028\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-08699\t0.525\t0.050\t0.709\t0.019\t1.685\t0.041\t6750\t100\t0.095\t0.087\t0.573\t0.098\t0.465\t0.028\t-0.623\t0.077\t\n",
"OGLE-LMC-RRLYR-08700\t0.709\t0.051\t0.755\t0.019\t1.684\t0.042\t6370\t100\t0.101\t0.087\t0.639\t0.099\t0.546\t0.028\t-0.751\t0.078\t\n",
"OGLE-LMC-RRLYR-08701\t0.526\t0.050\t0.709\t0.019\t1.585\t0.042\t6400\t100\t0.285\t0.088\t0.81\t0.10\t0.537\t0.028\t-0.556\t0.077\t\n",
"OGLE-LMC-RRLYR-08702\t0.693\t0.050\t0.737\t0.019\t1.658\t0.042\t6410\t100\t0.138\t0.088\t0.68\t0.10\t0.535\t0.028\t-0.691\t0.078\t\n",
"OGLE-LMC-RRLYR-08704\t0.608\t0.051\t0.766\t0.019\t1.758\t0.042\t6580\t100\t-0.096\t0.087\t0.410\t0.099\t0.503\t0.028\t-0.872\t0.078\t\n",
"OGLE-LMC-RRLYR-08706\t0.638\t0.052\t0.713\t0.020\t1.656\t0.042\t6570\t100\t0.176\t0.088\t0.694\t0.099\t0.505\t0.028\t-0.607\t0.079\t\n",
"OGLE-LMC-RRLYR-08707\t0.630\t0.050\t0.752\t0.019\t1.639\t0.042\t6265\t99\t0.165\t0.087\t0.733\t0.099\t0.575\t0.028\t-0.730\t0.077\t\n",
"OGLE-LMC-RRLYR-08711\t0.659\t0.050\t0.749\t0.019\t1.651\t0.042\t6310\t100\t0.157\t0.087\t0.708\t0.099\t0.560\t0.028\t-0.717\t0.078\t\n",
"OGLE-LMC-RRLYR-08713\t0.607\t0.050\t0.742\t0.019\t1.728\t0.042\t6640\t100\t0.014\t0.087\t0.510\t0.098\t0.486\t0.028\t-0.744\t0.077\t\n",
"OGLE-LMC-RRLYR-08714\t0.576\t0.050\t0.701\t0.019\t1.683\t0.042\t6790\t100\t0.125\t0.087\t0.586\t0.098\t0.456\t0.028\t-0.581\t0.077\t\n",
"OGLE-LMC-RRLYR-08719\t0.551\t0.050\t0.688\t0.019\t1.660\t0.041\t6810\t100\t0.197\t0.087\t0.655\t0.098\t0.454\t0.028\t-0.503\t0.077\t\n",
"OGLE-LMC-RRLYR-08728\t0.675\t0.051\t0.771\t0.019\t1.747\t0.042\t6480\t100\t-0.066\t0.088\t0.44\t0.10\t0.521\t0.028\t-0.873\t0.078\t\n",
"OGLE-LMC-RRLYR-08736\t0.759\t0.051\t0.785\t0.020\t1.719\t0.044\t6290\t100\t0.013\t0.090\t0.55\t0.10\t0.559\t0.028\t-0.861\t0.080\t\n",
"OGLE-LMC-RRLYR-08737\t0.699\t0.061\t0.755\t0.022\t1.699\t0.045\t6430\t110\t0.064\t0.092\t0.57\t0.10\t0.531\t0.029\t-0.764\t0.086\t\n",
"OGLE-LMC-RRLYR-08747\t0.521\t0.049\t0.670\t0.019\t1.602\t0.042\t6730\t100\t0.289\t0.087\t0.771\t0.098\t0.471\t0.028\t-0.437\t0.077\t\n",
"OGLE-LMC-RRLYR-08750\t0.602\t0.054\t0.741\t0.020\t1.732\t0.042\t6670\t110\t-0.007\t0.088\t0.488\t0.099\t0.485\t0.030\t-0.758\t0.083\t\n",
"OGLE-LMC-RRLYR-08752\t0.556\t0.051\t0.671\t0.019\t1.594\t0.042\t6680\t100\t0.341\t0.087\t0.818\t0.099\t0.477\t0.028\t-0.402\t0.078\t\n",
"OGLE-LMC-RRLYR-08754\t0.616\t0.051\t0.714\t0.019\t1.702\t0.042\t6760\t100\t0.088\t0.087\t0.565\t0.098\t0.463\t0.028\t-0.628\t0.078\t\n",
"OGLE-LMC-RRLYR-08755\t0.633\t0.050\t0.709\t0.019\t1.608\t0.042\t6430\t100\t0.257\t0.087\t0.799\t0.099\t0.537\t0.028\t-0.577\t0.077\t\n",
"OGLE-LMC-RRLYR-08756\t0.715\t0.050\t0.853\t0.019\t1.865\t0.042\t6320\t100\t-0.377\t0.087\t0.174\t0.098\t0.552\t0.028\t-1.233\t0.077\t\n",
"OGLE-LMC-RRLYR-08757\t0.641\t0.050\t0.756\t0.019\t1.651\t0.042\t6260\t100\t0.146\t0.088\t0.70\t0.10\t0.566\t0.028\t-0.738\t0.077\t\n",
"OGLE-LMC-RRLYR-08758\t0.549\t0.052\t0.677\t0.019\t1.620\t0.042\t6730\t100\t0.262\t0.088\t0.735\t0.099\t0.469\t0.028\t-0.466\t0.079\t\n",
"OGLE-LMC-RRLYR-08763\t0.656\t0.050\t0.718\t0.019\t1.596\t0.042\t6310\t100\t0.282\t0.087\t0.845\t0.098\t0.563\t0.028\t-0.598\t0.078\t\n",
"OGLE-LMC-RRLYR-08765\t0.623\t0.050\t0.745\t0.019\t1.731\t0.042\t6640\t100\t-0.010\t0.087\t0.490\t0.098\t0.492\t0.028\t-0.774\t0.077\t\n",
"OGLE-LMC-RRLYR-08769\t0.645\t0.053\t0.715\t0.020\t1.673\t0.042\t6630\t100\t0.146\t0.088\t0.654\t0.099\t0.494\t0.028\t-0.622\t0.080\t\n",
"OGLE-LMC-RRLYR-08772\t0.719\t0.051\t0.800\t0.019\t1.784\t0.042\t6410\t100\t-0.150\t0.087\t0.385\t0.098\t0.538\t0.028\t-0.988\t0.078\t\n",
"OGLE-LMC-RRLYR-08774\t0.591\t0.050\t0.750\t0.019\t1.705\t0.043\t6520\t100\t0.025\t0.089\t0.52\t0.10\t0.496\t0.029\t-0.748\t0.078\t\n",
"OGLE-LMC-RRLYR-08775\t0.573\t0.051\t0.681\t0.019\t1.598\t0.042\t6630\t100\t0.331\t0.087\t0.831\t0.099\t0.491\t0.028\t-0.432\t0.078\t\n",
"OGLE-LMC-RRLYR-08777\t0.685\t0.050\t0.722\t0.019\t1.609\t0.042\t6340\t100\t0.285\t0.087\t0.822\t0.099\t0.549\t0.028\t-0.575\t0.078\t\n",
"OGLE-LMC-RRLYR-08778\t0.709\t0.050\t0.764\t0.019\t1.676\t0.042\t6290\t100\t0.114\t0.087\t0.666\t0.099\t0.562\t0.028\t-0.765\t0.077\t\n",
"OGLE-LMC-RRLYR-08789\t0.669\t0.054\t0.747\t0.020\t1.668\t0.043\t6370\t100\t0.118\t0.088\t0.672\t0.099\t0.551\t0.029\t-0.739\t0.081\t\n",
"OGLE-LMC-RRLYR-08790\t0.617\t0.051\t0.733\t0.019\t1.686\t0.042\t6560\t100\t0.081\t0.087\t0.591\t0.099\t0.509\t0.028\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-08791\t0.652\t0.051\t0.739\t0.020\t1.647\t0.043\t6380\t100\t0.137\t0.089\t0.69\t0.10\t0.552\t0.029\t-0.708\t0.080\t\n",
"OGLE-LMC-RRLYR-08794\t0.649\t0.051\t0.721\t0.019\t1.627\t0.042\t6430\t100\t0.243\t0.088\t0.766\t0.099\t0.534\t0.028\t-0.589\t0.078\t\n",
"OGLE-LMC-RRLYR-08796\t0.749\t0.051\t0.767\t0.019\t1.738\t0.042\t6490\t100\t-0.004\t0.087\t0.522\t0.099\t0.526\t0.028\t-0.825\t0.078\t\n",
"OGLE-LMC-RRLYR-08800\t0.723\t0.050\t0.763\t0.019\t1.657\t0.042\t6290\t100\t0.135\t0.088\t0.70\t0.10\t0.563\t0.028\t-0.747\t0.077\t\n",
"OGLE-LMC-RRLYR-08805\t0.691\t0.050\t0.748\t0.019\t1.702\t0.042\t6500\t100\t0.079\t0.087\t0.600\t0.098\t0.521\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-08808\t0.714\t0.052\t0.754\t0.020\t1.721\t0.042\t6520\t100\t0.024\t0.088\t0.542\t0.099\t0.517\t0.028\t-0.783\t0.081\t\n",
"OGLE-LMC-RRLYR-08809\t0.620\t0.050\t0.722\t0.019\t1.689\t0.042\t6660\t100\t0.112\t0.087\t0.606\t0.098\t0.485\t0.028\t-0.639\t0.077\t\n",
"OGLE-LMC-RRLYR-08810\t0.655\t0.051\t0.721\t0.019\t1.613\t0.042\t6390\t100\t0.260\t0.088\t0.820\t0.099\t0.551\t0.029\t-0.583\t0.079\t\n",
"OGLE-LMC-RRLYR-08812\t0.663\t0.052\t0.746\t0.020\t1.691\t0.042\t6480\t100\t0.099\t0.087\t0.606\t0.099\t0.519\t0.028\t-0.712\t0.079\t\n",
"OGLE-LMC-RRLYR-08817\t0.663\t0.050\t0.736\t0.019\t1.632\t0.042\t6350\t100\t0.190\t0.088\t0.74\t0.10\t0.559\t0.028\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-08826\t0.625\t0.051\t0.719\t0.019\t1.648\t0.042\t6510\t100\t0.189\t0.087\t0.704\t0.098\t0.516\t0.028\t-0.614\t0.078\t\n",
"OGLE-LMC-RRLYR-08827\t0.643\t0.053\t0.733\t0.020\t1.672\t0.042\t6500\t100\t0.130\t0.088\t0.64\t0.10\t0.518\t0.028\t-0.676\t0.079\t\n",
"OGLE-LMC-RRLYR-08833\t0.536\t0.050\t0.658\t0.019\t1.590\t0.042\t6740\t100\t0.327\t0.088\t0.79\t0.10\t0.457\t0.028\t-0.388\t0.077\t\n",
"OGLE-LMC-RRLYR-08837\t0.606\t0.059\t0.697\t0.021\t1.681\t0.043\t6780\t100\t0.143\t0.090\t0.62\t0.10\t0.455\t0.029\t-0.563\t0.085\t\n",
"OGLE-LMC-RRLYR-08838\t0.682\t0.052\t0.719\t0.019\t1.690\t0.042\t6670\t100\t0.123\t0.088\t0.620\t0.099\t0.486\t0.028\t-0.633\t0.078\t\n",
"OGLE-LMC-RRLYR-08839\t0.657\t0.050\t0.736\t0.019\t1.637\t0.042\t6350\t100\t0.196\t0.087\t0.736\t0.099\t0.550\t0.028\t-0.661\t0.078\t\n",
"OGLE-LMC-RRLYR-08842\t0.639\t0.050\t0.735\t0.019\t1.672\t0.042\t6480\t100\t0.119\t0.087\t0.644\t0.099\t0.524\t0.028\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-08843\t0.638\t0.050\t0.845\t0.019\t1.855\t0.043\t6320\t110\t-0.369\t0.090\t0.16\t0.10\t0.543\t0.030\t-1.211\t0.077\t\n",
"OGLE-LMC-RRLYR-08844\t0.594\t0.050\t0.726\t0.019\t1.599\t0.043\t6300\t100\t0.245\t0.089\t0.80\t0.10\t0.566\t0.028\t-0.641\t0.077\t\n",
"OGLE-LMC-RRLYR-08850\t0.608\t0.050\t0.823\t0.019\t1.834\t0.043\t6410\t110\t-0.313\t0.090\t0.20\t0.10\t0.519\t0.031\t-1.120\t0.078\t\n",
"OGLE-LMC-RRLYR-08853\t0.721\t0.050\t0.766\t0.019\t1.680\t0.042\t6300\t100\t0.106\t0.088\t0.651\t0.099\t0.560\t0.028\t-0.766\t0.078\t\n",
"OGLE-LMC-RRLYR-08854\t0.690\t0.058\t0.731\t0.021\t1.682\t0.043\t6540\t110\t0.122\t0.090\t0.62\t0.10\t0.511\t0.031\t-0.675\t0.086\t\n",
"OGLE-LMC-RRLYR-08860\t0.661\t0.050\t0.700\t0.019\t1.589\t0.042\t6440\t100\t0.323\t0.088\t0.85\t0.10\t0.532\t0.028\t-0.500\t0.078\t\n",
"OGLE-LMC-RRLYR-08861\t0.720\t0.051\t0.756\t0.020\t1.688\t0.044\t6420\t100\t0.086\t0.092\t0.62\t0.10\t0.529\t0.029\t-0.736\t0.080\t\n",
"OGLE-LMC-RRLYR-08863\t0.676\t0.052\t0.741\t0.019\t1.704\t0.042\t6550\t100\t0.075\t0.087\t0.580\t0.099\t0.508\t0.028\t-0.718\t0.078\t\n",
"OGLE-LMC-RRLYR-08867\t0.619\t0.053\t0.699\t0.020\t1.579\t0.042\t6410\t100\t0.346\t0.088\t0.873\t0.099\t0.539\t0.028\t-0.495\t0.079\t\n",
"OGLE-LMC-RRLYR-08872\t0.683\t0.050\t0.753\t0.019\t1.668\t0.042\t6330\t100\t0.136\t0.087\t0.675\t0.099\t0.551\t0.028\t-0.727\t0.078\t\n",
"OGLE-LMC-RRLYR-08873\t0.695\t0.051\t0.738\t0.019\t1.695\t0.042\t6550\t100\t0.093\t0.087\t0.610\t0.099\t0.512\t0.028\t-0.702\t0.078\t\n",
"OGLE-LMC-RRLYR-08877\t0.621\t0.051\t0.711\t0.019\t1.649\t0.042\t6590\t100\t0.179\t0.087\t0.693\t0.099\t0.504\t0.028\t-0.602\t0.078\t\n",
"OGLE-LMC-RRLYR-08882\t0.575\t0.050\t0.702\t0.019\t1.646\t0.042\t6640\t100\t0.186\t0.087\t0.679\t0.099\t0.489\t0.028\t-0.573\t0.078\t\n",
"OGLE-LMC-RRLYR-08886\t0.570\t0.049\t0.737\t0.019\t1.747\t0.041\t6750\t100\t-0.037\t0.087\t0.436\t0.098\t0.466\t0.028\t-0.763\t0.077\t\n",
"OGLE-LMC-RRLYR-08887\t0.649\t0.051\t0.737\t0.019\t1.666\t0.042\t6440\t100\t0.129\t0.087\t0.650\t0.099\t0.531\t0.028\t-0.699\t0.078\t\n",
"OGLE-LMC-RRLYR-08894\t0.674\t0.052\t0.768\t0.019\t1.750\t0.042\t6520\t100\t-0.068\t0.087\t0.450\t0.098\t0.515\t0.028\t-0.865\t0.078\t\n",
"OGLE-LMC-RRLYR-08897\t0.584\t0.051\t0.727\t0.019\t1.594\t0.044\t6280\t100\t0.258\t0.091\t0.82\t0.10\t0.571\t0.029\t-0.633\t0.078\t\n",
"OGLE-LMC-RRLYR-08901\t0.685\t0.050\t0.758\t0.019\t1.664\t0.042\t6280\t100\t0.123\t0.088\t0.67\t0.10\t0.563\t0.028\t-0.761\t0.078\t\n",
"OGLE-LMC-RRLYR-08904\t0.584\t0.050\t0.746\t0.019\t1.702\t0.042\t6520\t100\t0.021\t0.087\t0.542\t0.098\t0.517\t0.028\t-0.781\t0.078\t\n",
"OGLE-LMC-RRLYR-08907\t0.645\t0.050\t0.735\t0.019\t1.651\t0.042\t6410\t100\t0.185\t0.087\t0.710\t0.099\t0.535\t0.028\t-0.654\t0.078\t\n",
"OGLE-LMC-RRLYR-08911\t0.681\t0.050\t0.759\t0.019\t1.661\t0.042\t6280\t100\t0.134\t0.087\t0.692\t0.099\t0.568\t0.028\t-0.748\t0.077\t\n",
"OGLE-LMC-RRLYR-08912\t0.697\t0.051\t0.764\t0.019\t1.697\t0.042\t6360\t100\t0.067\t0.087\t0.598\t0.099\t0.545\t0.028\t-0.783\t0.078\t\n",
"OGLE-LMC-RRLYR-08916\t0.602\t0.050\t0.715\t0.019\t1.680\t0.042\t6670\t100\t0.116\t0.087\t0.606\t0.098\t0.483\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-08918\t0.657\t0.050\t0.735\t0.019\t1.680\t0.042\t6510\t100\t0.123\t0.088\t0.63\t0.10\t0.508\t0.028\t-0.667\t0.078\t\n",
"OGLE-LMC-RRLYR-08922\t0.719\t0.051\t0.748\t0.019\t1.685\t0.042\t6430\t100\t0.116\t0.087\t0.637\t0.099\t0.534\t0.028\t-0.717\t0.078\t\n",
"OGLE-LMC-RRLYR-08923\t0.766\t0.050\t0.770\t0.019\t1.727\t0.042\t6430\t100\t0.051\t0.088\t0.555\t0.099\t0.524\t0.028\t-0.774\t0.079\t\n",
"OGLE-LMC-RRLYR-08926\t0.640\t0.050\t0.742\t0.019\t1.635\t0.042\t6300\t100\t0.175\t0.087\t0.727\t0.099\t0.562\t0.028\t-0.702\t0.077\t\n",
"OGLE-LMC-RRLYR-08932\t0.740\t0.050\t0.768\t0.019\t1.707\t0.042\t6370\t100\t0.065\t0.087\t0.599\t0.098\t0.545\t0.028\t-0.789\t0.077\t\n",
"OGLE-LMC-RRLYR-08938\t0.590\t0.050\t0.718\t0.019\t1.702\t0.042\t6740\t100\t0.077\t0.087\t0.555\t0.098\t0.468\t0.028\t-0.649\t0.078\t\n",
"OGLE-LMC-RRLYR-08940\t0.645\t0.050\t0.742\t0.019\t1.685\t0.042\t6470\t100\t0.086\t0.087\t0.615\t0.099\t0.527\t0.028\t-0.737\t0.077\t\n",
"OGLE-LMC-RRLYR-08942\t0.689\t0.049\t0.746\t0.019\t1.619\t0.042\t6221\t99\t0.238\t0.087\t0.810\t0.099\t0.583\t0.028\t-0.681\t0.077\t\n",
"OGLE-LMC-RRLYR-08943\t0.746\t0.050\t0.780\t0.019\t1.703\t0.042\t6260\t100\t0.054\t0.087\t0.607\t0.099\t0.566\t0.028\t-0.833\t0.078\t\n",
"OGLE-LMC-RRLYR-08944\t0.622\t0.051\t0.734\t0.019\t1.713\t0.042\t6640\t100\t0.051\t0.087\t0.545\t0.098\t0.487\t0.028\t-0.706\t0.077\t\n",
"OGLE-LMC-RRLYR-08945\t0.719\t0.051\t0.757\t0.019\t1.692\t0.042\t6390\t100\t0.085\t0.087\t0.622\t0.099\t0.544\t0.028\t-0.767\t0.078\t\n",
"OGLE-LMC-RRLYR-08946\t0.596\t0.050\t0.707\t0.019\t1.627\t0.042\t6530\t100\t0.163\t0.087\t0.700\t0.099\t0.519\t0.028\t-0.634\t0.077\t\n",
"OGLE-LMC-RRLYR-08947\t0.647\t0.050\t0.756\t0.019\t1.722\t0.042\t6530\t100\t0.004\t0.088\t0.494\t0.099\t0.495\t0.029\t-0.768\t0.078\t\n",
"OGLE-LMC-RRLYR-08948\t0.606\t0.060\t0.718\t0.022\t1.650\t0.043\t6530\t110\t0.191\t0.090\t0.69\t0.10\t0.507\t0.030\t-0.599\t0.087\t\n",
"OGLE-LMC-RRLYR-08950\t0.564\t0.053\t0.683\t0.020\t1.657\t0.042\t6830\t100\t0.199\t0.088\t0.653\t0.099\t0.447\t0.028\t-0.495\t0.080\t\n",
"OGLE-LMC-RRLYR-08957\t0.572\t0.058\t0.706\t0.022\t1.642\t0.044\t6570\t110\t0.185\t0.093\t0.68\t0.10\t0.495\t0.031\t-0.595\t0.086\t\n",
"OGLE-LMC-RRLYR-08963\t0.642\t0.053\t0.722\t0.020\t1.694\t0.042\t6670\t100\t0.098\t0.088\t0.589\t0.099\t0.484\t0.028\t-0.651\t0.079\t\n",
"OGLE-LMC-RRLYR-08964\t0.550\t0.051\t0.703\t0.019\t1.630\t0.042\t6580\t100\t0.205\t0.087\t0.719\t0.099\t0.505\t0.028\t-0.575\t0.078\t\n",
"OGLE-LMC-RRLYR-08969\t0.571\t0.051\t0.700\t0.019\t1.619\t0.042\t6550\t100\t0.259\t0.087\t0.769\t0.098\t0.508\t0.028\t-0.531\t0.078\t\n",
"OGLE-LMC-RRLYR-08971\t0.602\t0.056\t0.723\t0.022\t1.618\t0.046\t6400\t110\t0.222\t0.095\t0.76\t0.11\t0.540\t0.031\t-0.614\t0.085\t\n",
"OGLE-LMC-RRLYR-08973\t0.607\t0.050\t0.699\t0.019\t1.650\t0.042\t6660\t100\t0.199\t0.087\t0.679\t0.099\t0.476\t0.028\t-0.546\t0.078\t\n",
"OGLE-LMC-RRLYR-08980\t0.566\t0.049\t0.710\t0.019\t1.716\t0.041\t6850\t100\t0.063\t0.087\t0.508\t0.098\t0.444\t0.028\t-0.623\t0.077\t\n",
"OGLE-LMC-RRLYR-08990\t0.581\t0.050\t0.711\t0.019\t1.696\t0.042\t6750\t100\t0.099\t0.087\t0.575\t0.098\t0.462\t0.028\t-0.624\t0.077\t\n",
"OGLE-LMC-RRLYR-08991\t0.647\t0.077\t0.726\t0.027\t1.650\t0.050\t6470\t120\t0.17\t0.10\t0.70\t0.11\t0.528\t0.033\t-0.64\t0.10\t\n",
"OGLE-LMC-RRLYR-08995\t0.636\t0.050\t0.783\t0.019\t1.727\t0.042\t6330\t100\t-0.036\t0.088\t0.50\t0.10\t0.549\t0.028\t-0.897\t0.078\t\n",
"OGLE-LMC-RRLYR-08997\t0.610\t0.051\t0.692\t0.019\t1.652\t0.042\t6720\t100\t0.203\t0.087\t0.693\t0.098\t0.473\t0.028\t-0.532\t0.078\t\n",
"OGLE-LMC-RRLYR-09006\t0.648\t0.050\t0.799\t0.019\t1.801\t0.042\t6470\t100\t-0.203\t0.087\t0.314\t0.099\t0.522\t0.028\t-1.009\t0.078\t\n",
"OGLE-LMC-RRLYR-09010\t0.587\t0.051\t0.710\t0.019\t1.708\t0.042\t6810\t100\t0.083\t0.087\t0.547\t0.098\t0.452\t0.028\t-0.617\t0.078\t\n",
"OGLE-LMC-RRLYR-09013\t0.572\t0.051\t0.674\t0.019\t1.609\t0.042\t6730\t100\t0.300\t0.087\t0.782\t0.099\t0.471\t0.028\t-0.426\t0.078\t\n",
"OGLE-LMC-RRLYR-09018\t0.649\t0.051\t0.737\t0.019\t1.677\t0.042\t6490\t100\t0.126\t0.087\t0.637\t0.098\t0.518\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-09025\t0.582\t0.051\t0.689\t0.019\t1.629\t0.042\t6660\t100\t0.269\t0.087\t0.757\t0.099\t0.481\t0.028\t-0.486\t0.078\t\n",
"OGLE-LMC-RRLYR-09028\t0.630\t0.066\t0.770\t0.025\t1.777\t0.044\t6620\t130\t-0.126\t0.095\t0.37\t0.10\t0.496\t0.035\t-0.89\t0.10\t\n",
"OGLE-LMC-RRLYR-09030\t0.690\t0.052\t0.744\t0.020\t1.708\t0.042\t6540\t100\t0.069\t0.088\t0.570\t0.099\t0.508\t0.028\t-0.722\t0.079\t\n",
"OGLE-LMC-RRLYR-09034\t0.561\t0.055\t0.697\t0.020\t1.688\t0.043\t6840\t100\t0.123\t0.090\t0.57\t0.10\t0.446\t0.028\t-0.566\t0.081\t\n",
"OGLE-LMC-RRLYR-09035\t0.625\t0.050\t0.725\t0.019\t1.672\t0.042\t6560\t100\t0.122\t0.087\t0.637\t0.099\t0.508\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-09045\t0.607\t0.051\t0.694\t0.019\t1.652\t0.042\t6720\t100\t0.204\t0.087\t0.692\t0.099\t0.476\t0.028\t-0.533\t0.078\t\n",
"OGLE-LMC-RRLYR-09046\t0.662\t0.050\t0.823\t0.019\t1.833\t0.042\t6420\t100\t-0.288\t0.087\t0.238\t0.099\t0.532\t0.028\t-1.111\t0.078\t\n",
"OGLE-LMC-RRLYR-09047\t0.667\t0.052\t0.743\t0.020\t1.654\t0.042\t6360\t100\t0.177\t0.088\t0.710\t0.099\t0.546\t0.029\t-0.680\t0.079\t\n",
"OGLE-LMC-RRLYR-09050\t0.677\t0.050\t0.732\t0.019\t1.581\t0.043\t6190\t100\t0.286\t0.089\t0.88\t0.10\t0.599\t0.028\t-0.639\t0.078\t\n",
"OGLE-LMC-RRLYR-09054\t0.718\t0.050\t0.778\t0.019\t1.709\t0.042\t6305\t99\t0.028\t0.087\t0.578\t0.099\t0.560\t0.028\t-0.845\t0.077\t\n",
"OGLE-LMC-RRLYR-09061\t0.749\t0.050\t0.761\t0.019\t1.664\t0.042\t6280\t100\t0.154\t0.087\t0.714\t0.099\t0.568\t0.028\t-0.731\t0.078\t\n",
"OGLE-LMC-RRLYR-09062\t0.638\t0.050\t0.831\t0.019\t1.827\t0.042\t6350\t100\t-0.281\t0.088\t0.25\t0.10\t0.545\t0.029\t-1.131\t0.078\t\n",
"OGLE-LMC-RRLYR-09063\t0.752\t0.050\t0.770\t0.019\t1.688\t0.042\t6280\t100\t0.094\t0.087\t0.651\t0.099\t0.565\t0.028\t-0.793\t0.077\t\n",
"OGLE-LMC-RRLYR-09064\t0.627\t0.051\t0.725\t0.019\t1.665\t0.042\t6540\t100\t0.163\t0.087\t0.665\t0.098\t0.508\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-09065\t0.632\t0.050\t0.747\t0.019\t1.711\t0.042\t6550\t100\t0.040\t0.087\t0.545\t0.098\t0.507\t0.028\t-0.747\t0.078\t\n",
"OGLE-LMC-RRLYR-09067\t0.586\t0.051\t0.705\t0.019\t1.682\t0.042\t6750\t100\t0.141\t0.087\t0.611\t0.099\t0.461\t0.028\t-0.572\t0.078\t\n",
"OGLE-LMC-RRLYR-09074\t0.613\t0.053\t0.694\t0.020\t1.656\t0.042\t6730\t100\t0.196\t0.088\t0.68\t0.10\t0.473\t0.028\t-0.538\t0.079\t\n",
"OGLE-LMC-RRLYR-09075\t0.651\t0.051\t0.736\t0.019\t1.606\t0.042\t6260\t100\t0.237\t0.087\t0.815\t0.099\t0.583\t0.029\t-0.662\t0.078\t\n",
"OGLE-LMC-RRLYR-09076\t0.633\t0.051\t0.724\t0.019\t1.692\t0.042\t6660\t100\t0.096\t0.087\t0.595\t0.098\t0.488\t0.028\t-0.659\t0.079\t\n",
"OGLE-LMC-RRLYR-09078\t0.686\t0.050\t0.746\t0.019\t1.714\t0.042\t6560\t100\t0.056\t0.087\t0.570\t0.098\t0.507\t0.028\t-0.733\t0.077\t\n",
"OGLE-LMC-RRLYR-09079\t0.681\t0.050\t0.752\t0.019\t1.643\t0.042\t6285\t99\t0.180\t0.087\t0.739\t0.099\t0.567\t0.028\t-0.708\t0.077\t\n",
"OGLE-LMC-RRLYR-09082\t0.613\t0.055\t0.696\t0.020\t1.687\t0.042\t6830\t100\t0.139\t0.089\t0.591\t0.099\t0.445\t0.028\t-0.552\t0.081\t\n",
"OGLE-LMC-RRLYR-09083\t0.698\t0.050\t0.760\t0.019\t1.676\t0.042\t6330\t100\t0.122\t0.087\t0.666\t0.099\t0.554\t0.028\t-0.743\t0.077\t\n",
"OGLE-LMC-RRLYR-09087\t0.589\t0.050\t0.763\t0.019\t1.720\t0.043\t6480\t110\t-0.019\t0.090\t0.49\t0.10\t0.511\t0.030\t-0.817\t0.078\t\n",
"OGLE-LMC-RRLYR-09088\t0.622\t0.050\t0.700\t0.019\t1.626\t0.042\t6550\t100\t0.244\t0.087\t0.764\t0.099\t0.510\t0.028\t-0.556\t0.078\t\n",
"OGLE-LMC-RRLYR-09089\t0.606\t0.051\t0.712\t0.019\t1.659\t0.042\t6600\t100\t0.175\t0.087\t0.673\t0.099\t0.497\t0.028\t-0.598\t0.078\t\n",
"OGLE-LMC-RRLYR-09095\t0.663\t0.051\t0.730\t0.019\t1.660\t0.042\t6470\t100\t0.147\t0.087\t0.678\t0.099\t0.528\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-09099\t0.599\t0.053\t0.703\t0.020\t1.642\t0.042\t6610\t100\t0.205\t0.088\t0.69\t0.10\t0.495\t0.029\t-0.562\t0.080\t\n",
"OGLE-LMC-RRLYR-09103\t0.629\t0.054\t0.704\t0.020\t1.659\t0.043\t6670\t100\t0.180\t0.088\t0.676\t0.099\t0.485\t0.028\t-0.571\t0.080\t\n",
"OGLE-LMC-RRLYR-09106\t0.544\t0.051\t0.691\t0.019\t1.650\t0.042\t6740\t100\t0.210\t0.087\t0.685\t0.099\t0.463\t0.028\t-0.515\t0.078\t\n",
"OGLE-LMC-RRLYR-09112\t0.670\t0.050\t0.756\t0.019\t1.657\t0.042\t6300\t100\t0.137\t0.087\t0.691\t0.099\t0.565\t0.028\t-0.744\t0.078\t\n",
"OGLE-LMC-RRLYR-09116\t0.695\t0.051\t0.759\t0.020\t1.695\t0.042\t6390\t100\t0.074\t0.088\t0.613\t0.099\t0.542\t0.028\t-0.770\t0.079\t\n",
"OGLE-LMC-RRLYR-09118\t0.638\t0.050\t0.754\t0.019\t1.755\t0.042\t6660\t100\t-0.056\t0.087\t0.442\t0.098\t0.489\t0.028\t-0.813\t0.077\t\n",
"OGLE-LMC-RRLYR-09125\t0.659\t0.050\t0.760\t0.019\t1.741\t0.042\t6570\t100\t-0.037\t0.087\t0.482\t0.098\t0.509\t0.028\t-0.825\t0.077\t\n",
"OGLE-LMC-RRLYR-09126\t0.749\t0.050\t0.823\t0.019\t1.806\t0.042\t6330\t100\t-0.202\t0.087\t0.341\t0.099\t0.553\t0.028\t-1.063\t0.078\t\n",
"OGLE-LMC-RRLYR-09130\t0.624\t0.051\t0.717\t0.019\t1.669\t0.042\t6620\t100\t0.138\t0.087\t0.643\t0.099\t0.497\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-09133\t0.676\t0.050\t0.758\t0.019\t1.668\t0.042\t6310\t100\t0.119\t0.087\t0.669\t0.099\t0.559\t0.028\t-0.756\t0.077\t\n",
"OGLE-LMC-RRLYR-09137\t0.704\t0.052\t0.749\t0.020\t1.708\t0.042\t6510\t100\t0.092\t0.089\t0.61\t0.10\t0.512\t0.028\t-0.703\t0.080\t\n",
"OGLE-LMC-RRLYR-09138\t0.541\t0.050\t0.684\t0.019\t1.648\t0.042\t6770\t100\t0.191\t0.088\t0.65\t0.10\t0.449\t0.028\t-0.516\t0.077\t\n",
"OGLE-LMC-RRLYR-09139\t0.622\t0.050\t0.740\t0.019\t1.620\t0.042\t6270\t100\t0.206\t0.088\t0.76\t0.10\t0.569\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-09142\t0.601\t0.050\t0.720\t0.019\t1.588\t0.042\t6300\t100\t0.292\t0.088\t0.84\t0.10\t0.565\t0.028\t-0.595\t0.078\t\n",
"OGLE-LMC-RRLYR-09146\t0.634\t0.052\t0.709\t0.020\t1.677\t0.042\t6700\t100\t0.141\t0.088\t0.631\t0.099\t0.478\t0.028\t-0.601\t0.079\t\n",
"OGLE-LMC-RRLYR-09148\t0.657\t0.050\t0.772\t0.019\t1.761\t0.042\t6540\t100\t-0.091\t0.087\t0.427\t0.099\t0.515\t0.028\t-0.889\t0.077\t\n",
"OGLE-LMC-RRLYR-09150\t0.613\t0.050\t0.691\t0.019\t1.632\t0.042\t6670\t100\t0.242\t0.087\t0.740\t0.098\t0.484\t0.028\t-0.509\t0.077\t\n",
"OGLE-LMC-RRLYR-09151\t0.595\t0.050\t0.693\t0.019\t1.601\t0.042\t6520\t100\t0.276\t0.087\t0.810\t0.098\t0.519\t0.028\t-0.532\t0.077\t\n",
"OGLE-LMC-RRLYR-09159\t0.523\t0.050\t0.718\t0.019\t1.716\t0.042\t6770\t100\t0.037\t0.087\t0.502\t0.098\t0.455\t0.028\t-0.672\t0.078\t\n",
"OGLE-LMC-RRLYR-09160\t0.567\t0.051\t0.658\t0.019\t1.604\t0.043\t6800\t110\t0.319\t0.089\t0.76\t0.10\t0.449\t0.031\t-0.375\t0.079\t\n",
"OGLE-LMC-RRLYR-09162\t0.709\t0.050\t0.809\t0.019\t1.772\t0.042\t6330\t100\t-0.130\t0.087\t0.417\t0.099\t0.553\t0.028\t-0.990\t0.077\t\n",
"OGLE-LMC-RRLYR-09164\t0.596\t0.064\t0.713\t0.024\t1.685\t0.046\t6710\t120\t0.112\t0.096\t0.59\t0.11\t0.474\t0.032\t-0.624\t0.096\t\n",
"OGLE-LMC-RRLYR-09169\t0.614\t0.050\t0.718\t0.019\t1.667\t0.042\t6610\t100\t0.161\t0.087\t0.660\t0.099\t0.495\t0.028\t-0.607\t0.077\t\n",
"OGLE-LMC-RRLYR-09171\t0.642\t0.053\t0.735\t0.020\t1.665\t0.043\t6450\t100\t0.126\t0.088\t0.65\t0.10\t0.532\t0.028\t-0.703\t0.079\t\n",
"OGLE-LMC-RRLYR-09175\t0.595\t0.055\t0.712\t0.021\t1.643\t0.043\t6560\t100\t0.222\t0.089\t0.72\t0.10\t0.503\t0.029\t-0.563\t0.082\t\n",
"OGLE-LMC-RRLYR-09176\t0.724\t0.050\t0.756\t0.019\t1.693\t0.042\t6410\t100\t0.111\t0.087\t0.634\t0.099\t0.535\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-09177\t0.593\t0.051\t0.708\t0.020\t1.645\t0.042\t6580\t100\t0.219\t0.089\t0.72\t0.10\t0.499\t0.028\t-0.566\t0.079\t\n",
"OGLE-LMC-RRLYR-09179\t0.643\t0.051\t0.727\t0.019\t1.678\t0.042\t6580\t100\t0.126\t0.087\t0.642\t0.098\t0.506\t0.028\t-0.658\t0.078\t\n",
"OGLE-LMC-RRLYR-09182\t0.577\t0.068\t0.724\t0.026\t1.662\t0.045\t6530\t120\t0.148\t0.096\t0.65\t0.10\t0.509\t0.033\t-0.64\t0.10\t\n",
"OGLE-LMC-RRLYR-09184\t0.667\t0.050\t0.746\t0.019\t1.710\t0.042\t6550\t100\t0.033\t0.087\t0.555\t0.098\t0.514\t0.028\t-0.762\t0.078\t\n",
"OGLE-LMC-RRLYR-09185\t0.554\t0.050\t0.700\t0.019\t1.659\t0.042\t6700\t100\t0.176\t0.087\t0.655\t0.098\t0.472\t0.028\t-0.554\t0.077\t\n",
"OGLE-LMC-RRLYR-09188\t0.571\t0.050\t0.667\t0.019\t1.570\t0.042\t6650\t100\t0.316\t0.089\t0.80\t0.10\t0.479\t0.029\t-0.429\t0.077\t\n",
"OGLE-LMC-RRLYR-09189\t0.647\t0.050\t0.766\t0.019\t1.700\t0.042\t6360\t100\t0.028\t0.087\t0.566\t0.099\t0.546\t0.028\t-0.824\t0.077\t\n",
"OGLE-LMC-RRLYR-09197\t0.631\t0.050\t0.733\t0.019\t1.709\t0.042\t6650\t100\t0.050\t0.087\t0.546\t0.098\t0.488\t0.028\t-0.708\t0.078\t\n",
"OGLE-LMC-RRLYR-09198\t0.662\t0.051\t0.730\t0.019\t1.683\t0.042\t6580\t100\t0.133\t0.087\t0.645\t0.098\t0.504\t0.028\t-0.650\t0.078\t\n",
"OGLE-LMC-RRLYR-09199\t0.679\t0.056\t0.760\t0.021\t1.669\t0.044\t6280\t110\t0.092\t0.090\t0.66\t0.10\t0.570\t0.029\t-0.797\t0.082\t\n",
"OGLE-LMC-RRLYR-09200\t0.697\t0.051\t0.735\t0.019\t1.676\t0.042\t6490\t100\t0.131\t0.087\t0.653\t0.099\t0.523\t0.028\t-0.687\t0.078\t\n",
"OGLE-LMC-RRLYR-09201\t0.657\t0.052\t0.720\t0.019\t1.680\t0.042\t6640\t100\t0.126\t0.087\t0.630\t0.099\t0.494\t0.028\t-0.641\t0.079\t\n",
"OGLE-LMC-RRLYR-09205\t0.575\t0.050\t0.756\t0.019\t1.734\t0.041\t6580\t100\t-0.055\t0.087\t0.462\t0.098\t0.507\t0.028\t-0.840\t0.077\t\n",
"OGLE-LMC-RRLYR-09208\t0.597\t0.051\t0.753\t0.019\t1.707\t0.042\t6470\t100\t0.015\t0.088\t0.537\t0.099\t0.525\t0.028\t-0.803\t0.079\t\n",
"OGLE-LMC-RRLYR-09211\t0.704\t0.050\t0.763\t0.019\t1.739\t0.042\t6530\t100\t0.002\t0.087\t0.524\t0.098\t0.513\t0.028\t-0.796\t0.078\t\n",
"OGLE-LMC-RRLYR-09212\t0.709\t0.050\t0.772\t0.019\t1.688\t0.042\t6291\t99\t0.066\t0.087\t0.625\t0.099\t0.564\t0.028\t-0.812\t0.077\t\n",
"OGLE-LMC-RRLYR-09213\t0.623\t0.050\t0.738\t0.019\t1.617\t0.042\t6283\t99\t0.213\t0.088\t0.77\t0.10\t0.567\t0.028\t-0.674\t0.077\t\n",
"OGLE-LMC-RRLYR-09214\t0.724\t0.050\t0.782\t0.019\t1.729\t0.042\t6352\t99\t-0.000\t0.087\t0.532\t0.099\t0.546\t0.028\t-0.856\t0.077\t\n",
"OGLE-LMC-RRLYR-09215\t0.631\t0.051\t0.710\t0.019\t1.632\t0.042\t6550\t100\t0.266\t0.088\t0.77\t0.10\t0.511\t0.028\t-0.525\t0.079\t\n",
"OGLE-LMC-RRLYR-09217\t0.676\t0.050\t0.719\t0.019\t1.682\t0.042\t6640\t100\t0.130\t0.087\t0.632\t0.098\t0.492\t0.028\t-0.634\t0.077\t\n",
"OGLE-LMC-RRLYR-09221\t0.617\t0.050\t0.739\t0.019\t1.699\t0.042\t6570\t100\t0.049\t0.087\t0.562\t0.099\t0.509\t0.028\t-0.736\t0.077\t\n",
"OGLE-LMC-RRLYR-09222\t0.619\t0.050\t0.717\t0.019\t1.669\t0.042\t6610\t100\t0.141\t0.087\t0.646\t0.098\t0.497\t0.028\t-0.629\t0.077\t\n",
"OGLE-LMC-RRLYR-09224\t0.521\t0.050\t0.686\t0.019\t1.621\t0.042\t6670\t100\t0.240\t0.087\t0.727\t0.098\t0.482\t0.028\t-0.503\t0.077\t\n",
"OGLE-LMC-RRLYR-09227\t0.662\t0.050\t0.738\t0.019\t1.676\t0.042\t6470\t100\t0.120\t0.087\t0.636\t0.099\t0.525\t0.028\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-09229\t0.619\t0.050\t0.735\t0.019\t1.614\t0.043\t6310\t100\t0.230\t0.088\t0.78\t0.10\t0.561\t0.028\t-0.645\t0.077\t\n",
"OGLE-LMC-RRLYR-09230\t0.685\t0.051\t0.720\t0.019\t1.674\t0.042\t6600\t100\t0.146\t0.087\t0.661\t0.099\t0.502\t0.028\t-0.633\t0.077\t\n",
"OGLE-LMC-RRLYR-09233\t0.609\t0.051\t0.727\t0.019\t1.657\t0.042\t6490\t100\t0.154\t0.087\t0.677\t0.099\t0.522\t0.028\t-0.656\t0.078\t\n",
"OGLE-LMC-RRLYR-09237\t0.735\t0.051\t0.749\t0.019\t1.683\t0.042\t6410\t100\t0.104\t0.087\t0.650\t0.099\t0.545\t0.028\t-0.749\t0.078\t\n",
"OGLE-LMC-RRLYR-09247\t0.643\t0.051\t0.716\t0.019\t1.669\t0.042\t6620\t100\t0.156\t0.087\t0.660\t0.098\t0.496\t0.028\t-0.614\t0.077\t\n",
"OGLE-LMC-RRLYR-09252\t0.607\t0.050\t0.711\t0.019\t1.642\t0.042\t6550\t100\t0.195\t0.087\t0.707\t0.099\t0.511\t0.028\t-0.599\t0.077\t\n",
"OGLE-LMC-RRLYR-09253\t0.711\t0.061\t0.747\t0.021\t1.717\t0.045\t6570\t110\t0.040\t0.092\t0.54\t0.10\t0.508\t0.029\t-0.749\t0.085\t\n",
"OGLE-LMC-RRLYR-09254\t0.646\t0.050\t0.765\t0.019\t1.752\t0.042\t6570\t100\t-0.065\t0.087\t0.454\t0.098\t0.508\t0.028\t-0.853\t0.077\t\n",
"OGLE-LMC-RRLYR-09256\t0.613\t0.051\t0.735\t0.019\t1.690\t0.042\t6550\t100\t0.085\t0.087\t0.589\t0.099\t0.506\t0.028\t-0.702\t0.078\t\n",
"OGLE-LMC-RRLYR-09257\t0.632\t0.052\t0.721\t0.020\t1.677\t0.042\t6600\t100\t0.140\t0.087\t0.632\t0.099\t0.496\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-09259\t0.668\t0.050\t0.818\t0.019\t1.779\t0.042\t6280\t100\t-0.154\t0.087\t0.398\t0.099\t0.562\t0.028\t-1.036\t0.077\t\n",
"OGLE-LMC-RRLYR-09272\t0.649\t0.055\t0.740\t0.021\t1.645\t0.043\t6340\t110\t0.170\t0.089\t0.71\t0.10\t0.553\t0.030\t-0.697\t0.083\t\n",
"OGLE-LMC-RRLYR-09273\t0.775\t0.056\t0.760\t0.020\t1.729\t0.043\t6490\t100\t0.031\t0.089\t0.54\t0.10\t0.524\t0.029\t-0.788\t0.082\t\n",
"OGLE-LMC-RRLYR-09274\t0.726\t0.050\t0.789\t0.019\t1.740\t0.043\t6360\t100\t-0.066\t0.089\t0.48\t0.10\t0.544\t0.029\t-0.903\t0.078\t\n",
"OGLE-LMC-RRLYR-09276\t0.642\t0.050\t0.740\t0.019\t1.624\t0.042\t6290\t100\t0.214\t0.087\t0.771\t0.099\t0.567\t0.028\t-0.675\t0.077\t\n",
"OGLE-LMC-RRLYR-09278\t0.731\t0.051\t0.757\t0.019\t1.707\t0.042\t6440\t100\t0.067\t0.087\t0.598\t0.099\t0.532\t0.028\t-0.767\t0.078\t\n",
"OGLE-LMC-RRLYR-09279\t0.603\t0.050\t0.715\t0.019\t1.672\t0.042\t6640\t100\t0.138\t0.087\t0.632\t0.099\t0.489\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-09280\t0.646\t0.050\t0.734\t0.019\t1.680\t0.042\t6520\t100\t0.112\t0.087\t0.627\t0.098\t0.515\t0.028\t-0.694\t0.078\t\n",
"OGLE-LMC-RRLYR-09283\t0.608\t0.050\t0.786\t0.019\t1.793\t0.042\t6560\t100\t-0.185\t0.087\t0.336\t0.098\t0.512\t0.028\t-0.975\t0.078\t\n",
"OGLE-LMC-RRLYR-09284\t0.593\t0.050\t0.683\t0.019\t1.624\t0.042\t6700\t100\t0.256\t0.087\t0.746\t0.098\t0.478\t0.028\t-0.481\t0.077\t\n",
"OGLE-LMC-RRLYR-09285\t0.524\t0.051\t0.659\t0.019\t1.589\t0.043\t6730\t100\t0.315\t0.090\t0.78\t0.10\t0.458\t0.029\t-0.405\t0.079\t\n",
"OGLE-LMC-RRLYR-09286\t0.731\t0.051\t0.761\t0.019\t1.706\t0.042\t6410\t100\t0.067\t0.087\t0.595\t0.099\t0.537\t0.028\t-0.771\t0.078\t\n",
"OGLE-LMC-RRLYR-09287\t0.707\t0.051\t0.764\t0.019\t1.718\t0.042\t6440\t100\t0.035\t0.087\t0.568\t0.098\t0.532\t0.028\t-0.792\t0.078\t\n",
"OGLE-LMC-RRLYR-09299\t0.632\t0.051\t0.729\t0.019\t1.697\t0.042\t6640\t100\t0.072\t0.087\t0.570\t0.098\t0.493\t0.028\t-0.690\t0.078\t\n",
"OGLE-LMC-RRLYR-09303\t0.542\t0.050\t0.689\t0.019\t1.622\t0.042\t6650\t100\t0.247\t0.087\t0.741\t0.098\t0.487\t0.028\t-0.508\t0.077\t\n",
"OGLE-LMC-RRLYR-09305\t0.739\t0.051\t0.758\t0.019\t1.711\t0.042\t6460\t100\t0.063\t0.087\t0.598\t0.098\t0.531\t0.028\t-0.766\t0.077\t\n",
"OGLE-LMC-RRLYR-09307\t0.689\t0.050\t0.719\t0.019\t1.665\t0.042\t6570\t100\t0.185\t0.087\t0.685\t0.099\t0.505\t0.028\t-0.606\t0.077\t\n",
"OGLE-LMC-RRLYR-09311\t0.574\t0.050\t0.680\t0.019\t1.641\t0.042\t6780\t100\t0.235\t0.087\t0.709\t0.098\t0.457\t0.028\t-0.477\t0.077\t\n",
"OGLE-LMC-RRLYR-09313\t0.573\t0.051\t0.717\t0.019\t1.724\t0.042\t6830\t100\t0.042\t0.087\t0.505\t0.098\t0.450\t0.028\t-0.653\t0.078\t\n",
"OGLE-LMC-RRLYR-09316\t0.648\t0.051\t0.727\t0.019\t1.663\t0.042\t6510\t100\t0.175\t0.087\t0.689\t0.099\t0.515\t0.028\t-0.631\t0.079\t\n",
"OGLE-LMC-RRLYR-09319\t0.725\t0.050\t0.771\t0.019\t1.713\t0.042\t6370\t100\t0.045\t0.087\t0.579\t0.098\t0.544\t0.028\t-0.805\t0.078\t\n",
"OGLE-LMC-RRLYR-09321\t0.576\t0.051\t0.709\t0.019\t1.689\t0.042\t6760\t100\t0.103\t0.087\t0.579\t0.099\t0.466\t0.028\t-0.617\t0.078\t\n",
"OGLE-LMC-RRLYR-09326\t0.753\t0.051\t0.758\t0.019\t1.692\t0.042\t6380\t100\t0.100\t0.087\t0.643\t0.099\t0.549\t0.028\t-0.761\t0.077\t\n",
"OGLE-LMC-RRLYR-09329\t0.546\t0.050\t0.684\t0.019\t1.676\t0.041\t6900\t100\t0.172\t0.087\t0.610\t0.098\t0.434\t0.028\t-0.496\t0.077\t\n",
"OGLE-LMC-RRLYR-09330\t0.590\t0.051\t0.761\t0.019\t1.754\t0.042\t6600\t100\t-0.094\t0.087\t0.401\t0.099\t0.495\t0.028\t-0.860\t0.078\t\n",
"OGLE-LMC-RRLYR-09332\t0.648\t0.050\t0.733\t0.019\t1.698\t0.042\t6580\t100\t0.082\t0.087\t0.579\t0.099\t0.499\t0.028\t-0.699\t0.078\t\n",
"OGLE-LMC-RRLYR-09333\t0.571\t0.052\t0.681\t0.019\t1.660\t0.043\t6850\t110\t0.196\t0.089\t0.63\t0.10\t0.439\t0.030\t-0.481\t0.078\t\n",
"OGLE-LMC-RRLYR-09336\t0.619\t0.050\t0.752\t0.019\t1.735\t0.042\t6600\t100\t-0.027\t0.087\t0.476\t0.098\t0.499\t0.028\t-0.803\t0.077\t\n",
"OGLE-LMC-RRLYR-09344\t0.569\t0.051\t0.710\t0.019\t1.697\t0.042\t6780\t100\t0.093\t0.087\t0.565\t0.098\t0.462\t0.028\t-0.622\t0.078\t\n",
"OGLE-LMC-RRLYR-09346\t0.574\t0.052\t0.709\t0.019\t1.691\t0.042\t6750\t100\t0.105\t0.088\t0.580\t0.099\t0.461\t0.028\t-0.613\t0.080\t\n",
"OGLE-LMC-RRLYR-09347\t0.694\t0.051\t0.747\t0.019\t1.700\t0.042\t6510\t100\t0.079\t0.087\t0.603\t0.099\t0.520\t0.028\t-0.732\t0.078\t\n",
"OGLE-LMC-RRLYR-09349\t0.636\t0.055\t0.716\t0.020\t1.649\t0.043\t6550\t100\t0.200\t0.088\t0.713\t0.099\t0.510\t0.028\t-0.595\t0.081\t\n",
"OGLE-LMC-RRLYR-09352\t0.666\t0.050\t0.792\t0.019\t1.756\t0.042\t6410\t100\t-0.103\t0.088\t0.42\t0.10\t0.533\t0.028\t-0.930\t0.077\t\n",
"OGLE-LMC-RRLYR-09354\t0.742\t0.051\t0.825\t0.019\t1.795\t0.042\t6270\t100\t-0.194\t0.088\t0.364\t0.099\t0.566\t0.028\t-1.081\t0.078\t\n",
"OGLE-LMC-RRLYR-09355\t0.581\t0.050\t0.733\t0.019\t1.731\t0.042\t6730\t100\t-0.004\t0.087\t0.472\t0.099\t0.473\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-09357\t0.604\t0.050\t0.715\t0.019\t1.665\t0.042\t6610\t100\t0.147\t0.087\t0.649\t0.099\t0.496\t0.028\t-0.623\t0.078\t\n",
"OGLE-LMC-RRLYR-09358\t0.683\t0.051\t0.774\t0.020\t1.686\t0.043\t6230\t100\t0.037\t0.088\t0.62\t0.10\t0.580\t0.029\t-0.867\t0.078\t\n",
"OGLE-LMC-RRLYR-09366\t0.665\t0.050\t0.811\t0.019\t1.815\t0.042\t6440\t100\t-0.246\t0.087\t0.280\t0.099\t0.530\t0.028\t-1.067\t0.078\t\n",
"OGLE-LMC-RRLYR-09370\t0.585\t0.050\t0.691\t0.019\t1.646\t0.042\t6720\t100\t0.205\t0.087\t0.691\t0.098\t0.473\t0.028\t-0.527\t0.077\t\n",
"OGLE-LMC-RRLYR-09374\t0.633\t0.051\t0.709\t0.019\t1.662\t0.042\t6640\t100\t0.201\t0.088\t0.686\t0.099\t0.481\t0.029\t-0.550\t0.078\t\n",
"OGLE-LMC-RRLYR-09376\t0.694\t0.051\t0.742\t0.019\t1.699\t0.042\t6530\t100\t0.085\t0.087\t0.604\t0.099\t0.516\t0.028\t-0.716\t0.078\t\n",
"OGLE-LMC-RRLYR-09382\t0.596\t0.051\t0.704\t0.019\t1.651\t0.042\t6650\t100\t0.183\t0.087\t0.681\t0.099\t0.489\t0.028\t-0.576\t0.078\t\n",
"OGLE-LMC-RRLYR-09386\t0.692\t0.054\t0.747\t0.020\t1.711\t0.042\t6530\t100\t0.060\t0.088\t0.567\t0.099\t0.511\t0.029\t-0.736\t0.080\t\n",
"OGLE-LMC-RRLYR-09387\t0.593\t0.050\t0.732\t0.019\t1.626\t0.042\t6380\t100\t0.195\t0.088\t0.73\t0.10\t0.542\t0.028\t-0.653\t0.077\t\n",
"OGLE-LMC-RRLYR-09388\t0.648\t0.051\t0.721\t0.019\t1.700\t0.042\t6700\t100\t0.091\t0.087\t0.579\t0.098\t0.478\t0.028\t-0.649\t0.079\t\n",
"OGLE-LMC-RRLYR-09389\t0.664\t0.052\t0.732\t0.020\t1.693\t0.043\t6590\t100\t0.131\t0.089\t0.62\t0.10\t0.492\t0.028\t-0.642\t0.080\t\n",
"OGLE-LMC-RRLYR-09392\t0.711\t0.050\t0.782\t0.019\t1.730\t0.042\t6340\t100\t-0.030\t0.087\t0.507\t0.099\t0.551\t0.028\t-0.886\t0.077\t\n",
"OGLE-LMC-RRLYR-09401\t0.543\t0.050\t0.655\t0.019\t1.601\t0.042\t6810\t100\t0.303\t0.088\t0.73\t0.10\t0.431\t0.028\t-0.378\t0.077\t\n",
"OGLE-LMC-RRLYR-09406\t0.549\t0.051\t0.654\t0.019\t1.599\t0.043\t6810\t100\t0.316\t0.089\t0.76\t0.10\t0.435\t0.029\t-0.369\t0.078\t\n",
"OGLE-LMC-RRLYR-09407\t0.662\t0.056\t0.725\t0.021\t1.689\t0.043\t6630\t110\t0.110\t0.089\t0.61\t0.10\t0.494\t0.030\t-0.656\t0.082\t\n",
"OGLE-LMC-RRLYR-09415\t0.699\t0.050\t0.759\t0.019\t1.657\t0.042\t6280\t100\t0.141\t0.088\t0.70\t0.10\t0.565\t0.028\t-0.744\t0.077\t\n",
"OGLE-LMC-RRLYR-09416\t0.625\t0.051\t0.688\t0.019\t1.608\t0.042\t6590\t100\t0.314\t0.088\t0.81\t0.10\t0.495\t0.028\t-0.461\t0.078\t\n",
"OGLE-LMC-RRLYR-09420\t0.643\t0.050\t0.797\t0.019\t1.768\t0.043\t6400\t110\t-0.135\t0.090\t0.39\t0.10\t0.530\t0.030\t-0.959\t0.078\t\n",
"OGLE-LMC-RRLYR-09421\t0.621\t0.050\t0.750\t0.019\t1.736\t0.042\t6620\t100\t-0.019\t0.087\t0.485\t0.098\t0.495\t0.028\t-0.785\t0.078\t\n",
"OGLE-LMC-RRLYR-09423\t0.709\t0.051\t0.746\t0.019\t1.678\t0.042\t6420\t100\t0.136\t0.087\t0.657\t0.099\t0.534\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-09424\t0.584\t0.054\t0.695\t0.020\t1.647\t0.042\t6700\t100\t0.209\t0.088\t0.702\t0.099\t0.476\t0.028\t-0.527\t0.080\t\n",
"OGLE-LMC-RRLYR-09427\t0.679\t0.051\t0.748\t0.019\t1.678\t0.042\t6410\t100\t0.114\t0.087\t0.646\t0.099\t0.539\t0.028\t-0.729\t0.078\t\n",
"OGLE-LMC-RRLYR-09431\t0.605\t0.050\t0.698\t0.019\t1.671\t0.042\t6762\t99\t0.171\t0.087\t0.643\t0.098\t0.461\t0.028\t-0.542\t0.077\t\n",
"OGLE-LMC-RRLYR-09433\t0.648\t0.050\t0.765\t0.019\t1.741\t0.042\t6510\t100\t-0.044\t0.087\t0.464\t0.099\t0.514\t0.028\t-0.842\t0.078\t\n",
"OGLE-LMC-RRLYR-09434\t0.673\t0.051\t0.762\t0.020\t1.675\t0.042\t6300\t100\t0.096\t0.088\t0.64\t0.10\t0.560\t0.028\t-0.776\t0.079\t\n",
"OGLE-LMC-RRLYR-09435\t0.604\t0.051\t0.706\t0.019\t1.638\t0.042\t6560\t100\t0.217\t0.088\t0.724\t0.099\t0.505\t0.028\t-0.568\t0.078\t\n",
"OGLE-LMC-RRLYR-09436\t0.559\t0.051\t0.699\t0.019\t1.670\t0.042\t6760\t100\t0.153\t0.087\t0.631\t0.098\t0.464\t0.028\t-0.567\t0.078\t\n",
"OGLE-LMC-RRLYR-09442\t0.576\t0.050\t0.781\t0.019\t1.756\t0.043\t6460\t100\t-0.123\t0.090\t0.39\t0.10\t0.514\t0.029\t-0.923\t0.078\t\n",
"OGLE-LMC-RRLYR-09443\t0.621\t0.050\t0.734\t0.019\t1.621\t0.042\t6350\t100\t0.219\t0.088\t0.76\t0.10\t0.550\t0.028\t-0.636\t0.077\t\n",
"OGLE-LMC-RRLYR-09444\t0.688\t0.051\t0.739\t0.019\t1.676\t0.042\t6460\t100\t0.134\t0.087\t0.652\t0.099\t0.526\t0.028\t-0.686\t0.078\t\n",
"OGLE-LMC-RRLYR-09447\t0.686\t0.050\t0.788\t0.019\t1.783\t0.042\t6510\t100\t-0.151\t0.087\t0.381\t0.098\t0.525\t0.028\t-0.967\t0.078\t\n",
"OGLE-LMC-RRLYR-09453\t0.751\t0.049\t0.775\t0.019\t1.689\t0.042\t6260\t100\t0.089\t0.087\t0.645\t0.099\t0.568\t0.028\t-0.799\t0.077\t\n",
"OGLE-LMC-RRLYR-09456\t0.625\t0.050\t0.773\t0.019\t1.776\t0.042\t6590\t100\t-0.133\t0.087\t0.379\t0.098\t0.504\t0.028\t-0.915\t0.078\t\n",
"OGLE-LMC-RRLYR-09457\t0.710\t0.051\t0.738\t0.019\t1.666\t0.042\t6440\t100\t0.184\t0.087\t0.712\t0.098\t0.531\t0.028\t-0.647\t0.078\t\n",
"OGLE-LMC-RRLYR-09459\t0.624\t0.050\t0.782\t0.019\t1.756\t0.043\t6460\t100\t-0.110\t0.090\t0.40\t0.10\t0.515\t0.029\t-0.910\t0.078\t\n",
"OGLE-LMC-RRLYR-09462\t0.667\t0.051\t0.741\t0.019\t1.670\t0.042\t6430\t100\t0.142\t0.088\t0.662\t0.099\t0.529\t0.028\t-0.685\t0.078\t\n",
"OGLE-LMC-RRLYR-09465\t0.668\t0.050\t0.783\t0.019\t1.737\t0.042\t6367\t99\t-0.059\t0.088\t0.47\t0.10\t0.546\t0.028\t-0.907\t0.078\t\n",
"OGLE-LMC-RRLYR-09466\t0.568\t0.059\t0.696\t0.021\t1.638\t0.044\t6660\t110\t0.210\t0.090\t0.69\t0.10\t0.484\t0.029\t-0.539\t0.083\t\n",
"OGLE-LMC-RRLYR-09468\t0.702\t0.050\t0.768\t0.019\t1.692\t0.042\t6320\t100\t0.072\t0.087\t0.620\t0.099\t0.556\t0.028\t-0.798\t0.078\t\n",
"OGLE-LMC-RRLYR-09469\t0.629\t0.052\t0.724\t0.020\t1.684\t0.042\t6620\t100\t0.107\t0.087\t0.610\t0.099\t0.495\t0.028\t-0.660\t0.079\t\n",
"OGLE-LMC-RRLYR-09471\t0.709\t0.050\t0.770\t0.019\t1.707\t0.042\t6350\t100\t0.045\t0.087\t0.587\t0.098\t0.547\t0.028\t-0.807\t0.077\t\n",
"OGLE-LMC-RRLYR-09472\t0.659\t0.051\t0.755\t0.019\t1.743\t0.042\t6610\t100\t-0.036\t0.087\t0.473\t0.098\t0.500\t0.028\t-0.811\t0.078\t\n",
"OGLE-LMC-RRLYR-09478\t0.667\t0.050\t0.732\t0.019\t1.683\t0.042\t6560\t100\t0.102\t0.087\t0.624\t0.099\t0.512\t0.028\t-0.692\t0.077\t\n",
"OGLE-LMC-RRLYR-09480\t0.574\t0.051\t0.690\t0.019\t1.647\t0.042\t6740\t100\t0.204\t0.087\t0.686\t0.099\t0.468\t0.029\t-0.521\t0.078\t\n",
"OGLE-LMC-RRLYR-09481\t0.712\t0.050\t0.801\t0.019\t1.802\t0.042\t6470\t100\t-0.188\t0.087\t0.347\t0.098\t0.529\t0.028\t-1.010\t0.078\t\n",
"OGLE-LMC-RRLYR-09484\t0.578\t0.052\t0.692\t0.019\t1.621\t0.042\t6630\t100\t0.270\t0.087\t0.762\t0.099\t0.490\t0.028\t-0.492\t0.078\t\n",
"OGLE-LMC-RRLYR-09488\t0.720\t0.050\t0.749\t0.019\t1.676\t0.042\t6390\t100\t0.067\t0.088\t0.62\t0.10\t0.542\t0.028\t-0.774\t0.077\t\n",
"OGLE-LMC-RRLYR-09489\t0.713\t0.052\t0.736\t0.019\t1.706\t0.042\t6600\t100\t0.077\t0.087\t0.595\t0.099\t0.504\t0.028\t-0.708\t0.078\t\n",
"OGLE-LMC-RRLYR-09494\t0.649\t0.050\t0.782\t0.019\t1.731\t0.042\t6360\t100\t-0.040\t0.087\t0.496\t0.099\t0.546\t0.028\t-0.891\t0.077\t\n",
"OGLE-LMC-RRLYR-09496\t0.685\t0.052\t0.759\t0.020\t1.692\t0.042\t6380\t100\t0.071\t0.088\t0.605\t0.099\t0.543\t0.028\t-0.776\t0.079\t\n",
"OGLE-LMC-RRLYR-09501\t0.641\t0.050\t0.782\t0.019\t1.753\t0.042\t6430\t100\t-0.088\t0.087\t0.429\t0.099\t0.529\t0.028\t-0.913\t0.078\t\n",
"OGLE-LMC-RRLYR-09503\t0.692\t0.051\t0.788\t0.019\t1.800\t0.042\t6570\t100\t-0.165\t0.087\t0.352\t0.098\t0.508\t0.028\t-0.954\t0.079\t\n",
"OGLE-LMC-RRLYR-09504\t0.643\t0.050\t0.745\t0.019\t1.618\t0.042\t6230\t100\t0.203\t0.088\t0.77\t0.10\t0.583\t0.028\t-0.703\t0.078\t\n",
"OGLE-LMC-RRLYR-09508\t0.670\t0.051\t0.741\t0.019\t1.701\t0.042\t6550\t100\t0.066\t0.088\t0.581\t0.099\t0.511\t0.028\t-0.730\t0.079\t\n",
"OGLE-LMC-RRLYR-09510\t0.648\t0.050\t0.826\t0.019\t1.813\t0.042\t6330\t100\t-0.261\t0.087\t0.286\t0.099\t0.554\t0.028\t-1.120\t0.078\t\n",
"OGLE-LMC-RRLYR-09512\t0.720\t0.052\t0.735\t0.020\t1.675\t0.042\t6500\t100\t0.142\t0.088\t0.67\t0.10\t0.526\t0.029\t-0.678\t0.079\t\n",
"OGLE-LMC-RRLYR-09513\t0.555\t0.054\t0.701\t0.020\t1.658\t0.042\t6700\t100\t0.161\t0.088\t0.648\t0.099\t0.475\t0.029\t-0.574\t0.080\t\n",
"OGLE-LMC-RRLYR-09521\t0.657\t0.051\t0.735\t0.019\t1.683\t0.042\t6520\t100\t0.125\t0.087\t0.627\t0.098\t0.509\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-09522\t0.598\t0.051\t0.698\t0.019\t1.636\t0.042\t6630\t100\t0.243\t0.088\t0.72\t0.10\t0.487\t0.029\t-0.518\t0.079\t\n",
"OGLE-LMC-RRLYR-09530\t0.741\t0.058\t0.752\t0.021\t1.737\t0.043\t6590\t110\t0.024\t0.089\t0.51\t0.10\t0.499\t0.030\t-0.753\t0.084\t\n",
"OGLE-LMC-RRLYR-09532\t0.765\t0.050\t0.761\t0.019\t1.612\t0.043\t6120\t100\t0.224\t0.089\t0.83\t0.10\t0.617\t0.028\t-0.734\t0.079\t\n",
"OGLE-LMC-RRLYR-09533\t0.670\t0.050\t0.754\t0.019\t1.671\t0.042\t6350\t100\t0.123\t0.087\t0.666\t0.098\t0.550\t0.028\t-0.736\t0.078\t\n",
"OGLE-LMC-RRLYR-09535\t0.583\t0.050\t0.707\t0.019\t1.650\t0.042\t6630\t100\t0.174\t0.087\t0.677\t0.099\t0.495\t0.028\t-0.592\t0.077\t\n",
"OGLE-LMC-RRLYR-09536\t0.663\t0.050\t0.798\t0.019\t1.810\t0.044\t6550\t110\t-0.208\t0.092\t0.27\t0.11\t0.487\t0.030\t-0.963\t0.079\t\n",
"OGLE-LMC-RRLYR-09537\t0.592\t0.051\t0.758\t0.019\t1.746\t0.042\t6590\t100\t-0.071\t0.087\t0.437\t0.099\t0.502\t0.028\t-0.846\t0.078\t\n",
"OGLE-LMC-RRLYR-09542\t0.622\t0.054\t0.694\t0.020\t1.657\t0.043\t6750\t100\t0.195\t0.088\t0.67\t0.10\t0.468\t0.029\t-0.530\t0.080\t\n",
"OGLE-LMC-RRLYR-09547\t0.601\t0.056\t0.713\t0.020\t1.680\t0.043\t6690\t110\t0.126\t0.089\t0.62\t0.10\t0.480\t0.029\t-0.616\t0.082\t\n",
"OGLE-LMC-RRLYR-09554\t0.611\t0.056\t0.713\t0.021\t1.710\t0.042\t6780\t100\t0.071\t0.089\t0.539\t0.099\t0.456\t0.029\t-0.636\t0.083\t\n",
"OGLE-LMC-RRLYR-09555\t0.560\t0.051\t0.701\t0.019\t1.602\t0.043\t6510\t100\t0.245\t0.089\t0.76\t0.10\t0.516\t0.029\t-0.547\t0.078\t\n",
"OGLE-LMC-RRLYR-09561\t0.680\t0.051\t0.740\t0.019\t1.702\t0.042\t6560\t100\t0.096\t0.087\t0.605\t0.098\t0.506\t0.028\t-0.691\t0.078\t\n",
"OGLE-LMC-RRLYR-09566\t0.714\t0.054\t0.774\t0.020\t1.709\t0.042\t6340\t110\t0.038\t0.088\t0.58\t0.10\t0.551\t0.029\t-0.818\t0.081\t\n",
"OGLE-LMC-RRLYR-09567\t0.709\t0.051\t0.774\t0.019\t1.717\t0.042\t6360\t100\t0.014\t0.087\t0.550\t0.099\t0.546\t0.028\t-0.838\t0.078\t\n",
"OGLE-LMC-RRLYR-09568\t0.748\t0.051\t0.774\t0.020\t1.724\t0.042\t6390\t100\t0.048\t0.087\t0.568\t0.099\t0.536\t0.028\t-0.795\t0.079\t\n",
"OGLE-LMC-RRLYR-09579\t0.738\t0.050\t0.762\t0.019\t1.657\t0.042\t6219\t99\t0.161\t0.087\t0.730\t0.099\t0.578\t0.028\t-0.751\t0.077\t\n",
"OGLE-LMC-RRLYR-09580\t0.765\t0.049\t0.773\t0.019\t1.689\t0.042\t6256\t99\t0.080\t0.087\t0.643\t0.098\t0.573\t0.028\t-0.817\t0.077\t\n",
"OGLE-LMC-RRLYR-09584\t0.549\t0.053\t0.689\t0.020\t1.648\t0.042\t6750\t100\t0.190\t0.088\t0.671\t0.099\t0.464\t0.028\t-0.531\t0.079\t\n",
"OGLE-LMC-RRLYR-09586\t0.565\t0.052\t0.687\t0.020\t1.604\t0.042\t6580\t100\t0.268\t0.088\t0.773\t0.099\t0.505\t0.028\t-0.516\t0.079\t\n",
"OGLE-LMC-RRLYR-09588\t0.683\t0.050\t0.778\t0.019\t1.743\t0.042\t6420\t100\t-0.057\t0.087\t0.468\t0.098\t0.533\t0.028\t-0.887\t0.077\t\n",
"OGLE-LMC-RRLYR-09594\t0.545\t0.052\t0.683\t0.020\t1.626\t0.044\t6710\t100\t0.230\t0.090\t0.69\t0.10\t0.464\t0.029\t-0.491\t0.080\t\n",
"OGLE-LMC-RRLYR-09596\t0.672\t0.053\t0.765\t0.020\t1.710\t0.042\t6410\t100\t0.033\t0.087\t0.554\t0.099\t0.533\t0.029\t-0.801\t0.079\t\n",
"OGLE-LMC-RRLYR-09597\t0.592\t0.050\t0.707\t0.019\t1.645\t0.042\t6600\t100\t0.190\t0.087\t0.697\t0.099\t0.499\t0.028\t-0.584\t0.078\t\n",
"OGLE-LMC-RRLYR-09598\t0.576\t0.052\t0.687\t0.019\t1.670\t0.042\t6840\t100\t0.175\t0.087\t0.629\t0.099\t0.441\t0.028\t-0.509\t0.078\t\n",
"OGLE-LMC-RRLYR-09600\t0.622\t0.050\t0.724\t0.019\t1.668\t0.042\t6560\t100\t0.129\t0.087\t0.642\t0.099\t0.509\t0.028\t-0.661\t0.078\t\n",
"OGLE-LMC-RRLYR-09601\t0.696\t0.050\t0.759\t0.019\t1.650\t0.042\t6240\t100\t0.156\t0.087\t0.724\t0.099\t0.576\t0.028\t-0.743\t0.077\t\n",
"OGLE-LMC-RRLYR-09606\t0.712\t0.057\t0.779\t0.021\t1.771\t0.044\t6510\t110\t-0.104\t0.091\t0.40\t0.10\t0.515\t0.029\t-0.902\t0.085\t\n",
"OGLE-LMC-RRLYR-09609\t0.606\t0.050\t0.737\t0.019\t1.653\t0.042\t6390\t100\t0.134\t0.088\t0.675\t0.099\t0.543\t0.028\t-0.706\t0.078\t\n",
"OGLE-LMC-RRLYR-09611\t0.625\t0.050\t0.740\t0.019\t1.685\t0.042\t6490\t100\t0.084\t0.087\t0.604\t0.099\t0.521\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-09616\t0.634\t0.062\t0.704\t0.022\t1.673\t0.044\t6710\t110\t0.156\t0.092\t0.64\t0.10\t0.475\t0.031\t-0.582\t0.090\t\n",
"OGLE-LMC-RRLYR-09617\t0.664\t0.062\t0.740\t0.022\t1.696\t0.045\t6550\t110\t0.105\t0.091\t0.62\t0.10\t0.509\t0.029\t-0.686\t0.086\t\n",
"OGLE-LMC-RRLYR-09623\t0.640\t0.052\t0.712\t0.019\t1.686\t0.042\t6700\t100\t0.120\t0.087\t0.614\t0.099\t0.477\t0.028\t-0.622\t0.079\t\n",
"OGLE-LMC-RRLYR-09624\t0.617\t0.061\t0.716\t0.021\t1.653\t0.045\t6560\t110\t0.161\t0.093\t0.67\t0.10\t0.509\t0.030\t-0.628\t0.087\t\n",
"OGLE-LMC-RRLYR-09636\t0.668\t0.050\t0.762\t0.019\t1.696\t0.042\t6370\t100\t0.057\t0.087\t0.589\t0.099\t0.543\t0.028\t-0.792\t0.077\t\n",
"OGLE-LMC-RRLYR-09638\t0.593\t0.050\t0.750\t0.019\t1.699\t0.043\t6500\t100\t0.036\t0.089\t0.54\t0.10\t0.506\t0.029\t-0.752\t0.078\t\n",
"OGLE-LMC-RRLYR-09639\t0.666\t0.050\t0.751\t0.019\t1.645\t0.042\t6297\t99\t0.174\t0.087\t0.729\t0.099\t0.566\t0.028\t-0.709\t0.077\t\n",
"OGLE-LMC-RRLYR-09640\t0.521\t0.050\t0.683\t0.019\t1.653\t0.042\t6810\t100\t0.206\t0.087\t0.665\t0.099\t0.445\t0.028\t-0.490\t0.078\t\n",
"OGLE-LMC-RRLYR-09642\t0.572\t0.050\t0.732\t0.019\t1.728\t0.042\t6720\t100\t-0.002\t0.087\t0.481\t0.098\t0.473\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-09644\t0.596\t0.051\t0.695\t0.019\t1.643\t0.042\t6690\t100\t0.207\t0.087\t0.701\t0.098\t0.482\t0.028\t-0.539\t0.078\t\n",
"OGLE-LMC-RRLYR-09645\t0.668\t0.050\t0.716\t0.019\t1.658\t0.042\t6570\t100\t0.174\t0.087\t0.696\t0.098\t0.509\t0.028\t-0.616\t0.077\t\n",
"OGLE-LMC-RRLYR-09646\t0.637\t0.050\t0.738\t0.019\t1.711\t0.042\t6610\t100\t0.074\t0.087\t0.576\t0.099\t0.493\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-09651\t0.611\t0.050\t0.701\t0.019\t1.648\t0.042\t6660\t100\t0.196\t0.087\t0.691\t0.098\t0.486\t0.028\t-0.557\t0.077\t\n",
"OGLE-LMC-RRLYR-09657\t0.638\t0.050\t0.768\t0.019\t1.765\t0.042\t6590\t100\t-0.102\t0.087\t0.408\t0.098\t0.505\t0.028\t-0.886\t0.077\t\n",
"OGLE-LMC-RRLYR-09658\t0.604\t0.051\t0.733\t0.019\t1.701\t0.042\t6620\t100\t0.051\t0.087\t0.554\t0.099\t0.497\t0.028\t-0.718\t0.078\t\n",
"OGLE-LMC-RRLYR-09659\t0.614\t0.056\t0.732\t0.021\t1.653\t0.042\t6430\t110\t0.155\t0.088\t0.679\t0.099\t0.530\t0.030\t-0.671\t0.083\t\n",
"OGLE-LMC-RRLYR-09661\t0.652\t0.050\t0.728\t0.019\t1.570\t0.042\t6190\t100\t0.322\t0.087\t0.915\t0.099\t0.596\t0.028\t-0.598\t0.078\t\n",
"OGLE-LMC-RRLYR-09663\t0.647\t0.052\t0.714\t0.019\t1.677\t0.042\t6670\t100\t0.137\t0.088\t0.631\t0.099\t0.486\t0.028\t-0.616\t0.079\t\n",
"OGLE-LMC-RRLYR-09664\t0.585\t0.051\t0.709\t0.019\t1.696\t0.042\t6790\t100\t0.107\t0.087\t0.570\t0.099\t0.462\t0.028\t-0.607\t0.078\t\n",
"OGLE-LMC-RRLYR-09666\t0.639\t0.050\t0.752\t0.019\t1.660\t0.042\t6340\t100\t0.122\t0.088\t0.67\t0.10\t0.551\t0.028\t-0.735\t0.077\t\n",
"OGLE-LMC-RRLYR-09668\t0.659\t0.050\t0.770\t0.019\t1.758\t0.042\t6550\t100\t-0.086\t0.087\t0.436\t0.098\t0.513\t0.028\t-0.883\t0.078\t\n",
"OGLE-LMC-RRLYR-09670\t0.576\t0.050\t0.722\t0.019\t1.700\t0.042\t6690\t100\t0.074\t0.087\t0.553\t0.099\t0.472\t0.028\t-0.661\t0.078\t\n",
"OGLE-LMC-RRLYR-09675\t0.655\t0.050\t0.757\t0.019\t1.702\t0.043\t6470\t100\t0.048\t0.089\t0.55\t0.10\t0.508\t0.028\t-0.740\t0.077\t\n",
"OGLE-LMC-RRLYR-09676\t0.654\t0.051\t0.732\t0.019\t1.685\t0.042\t6560\t100\t0.111\t0.087\t0.622\t0.099\t0.507\t0.028\t-0.680\t0.078\t\n",
"OGLE-LMC-RRLYR-09679\t0.623\t0.056\t0.713\t0.021\t1.681\t0.045\t6690\t110\t0.120\t0.093\t0.58\t0.11\t0.462\t0.031\t-0.603\t0.084\t\n",
"OGLE-LMC-RRLYR-09681\t0.690\t0.051\t0.749\t0.019\t1.712\t0.042\t6530\t100\t0.039\t0.087\t0.571\t0.098\t0.519\t0.028\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-09685\t0.616\t0.050\t0.716\t0.019\t1.679\t0.042\t6670\t100\t0.123\t0.087\t0.620\t0.099\t0.486\t0.028\t-0.630\t0.077\t\n",
"OGLE-LMC-RRLYR-09687\t0.656\t0.051\t0.710\t0.019\t1.646\t0.042\t6570\t100\t0.221\t0.087\t0.726\t0.099\t0.504\t0.028\t-0.565\t0.078\t\n",
"OGLE-LMC-RRLYR-09689\t0.784\t0.050\t0.839\t0.019\t1.820\t0.042\t6270\t99\t-0.255\t0.088\t0.310\t0.099\t0.569\t0.028\t-1.139\t0.078\t\n",
"OGLE-LMC-RRLYR-09690\t0.564\t0.052\t0.674\t0.019\t1.584\t0.042\t6630\t100\t0.350\t0.088\t0.855\t0.099\t0.492\t0.028\t-0.411\t0.078\t\n",
"OGLE-LMC-RRLYR-09692\t0.571\t0.051\t0.725\t0.020\t1.740\t0.042\t6830\t100\t-0.002\t0.088\t0.460\t0.099\t0.451\t0.029\t-0.700\t0.080\t\n",
"OGLE-LMC-RRLYR-09694\t0.526\t0.050\t0.680\t0.019\t1.655\t0.042\t6840\t100\t0.196\t0.087\t0.644\t0.098\t0.443\t0.028\t-0.492\t0.077\t\n",
"OGLE-LMC-RRLYR-09696\t0.698\t0.050\t0.761\t0.019\t1.675\t0.042\t6340\t100\t0.097\t0.088\t0.64\t0.10\t0.549\t0.028\t-0.751\t0.077\t\n",
"OGLE-LMC-RRLYR-09698\t0.577\t0.052\t0.705\t0.019\t1.636\t0.042\t6580\t100\t0.210\t0.087\t0.720\t0.099\t0.503\t0.028\t-0.569\t0.078\t\n",
"OGLE-LMC-RRLYR-09699\t0.531\t0.050\t0.698\t0.019\t1.628\t0.042\t6610\t100\t0.209\t0.087\t0.712\t0.098\t0.495\t0.028\t-0.555\t0.078\t\n",
"OGLE-LMC-RRLYR-09700\t0.675\t0.050\t0.757\t0.019\t1.685\t0.042\t6370\t100\t0.091\t0.087\t0.624\t0.098\t0.543\t0.028\t-0.760\t0.077\t\n",
"OGLE-LMC-RRLYR-09703\t0.681\t0.050\t0.820\t0.019\t1.799\t0.042\t6320\t100\t-0.211\t0.088\t0.335\t0.099\t0.553\t0.028\t-1.071\t0.078\t\n",
"OGLE-LMC-RRLYR-09708\t0.677\t0.050\t0.695\t0.019\t1.565\t0.042\t6360\t100\t0.394\t0.087\t0.954\t0.099\t0.556\t0.028\t-0.475\t0.078\t\n",
"OGLE-LMC-RRLYR-09709\t0.534\t0.050\t0.647\t0.019\t1.577\t0.042\t6790\t100\t0.359\t0.087\t0.81\t0.10\t0.444\t0.028\t-0.336\t0.077\t\n",
"OGLE-LMC-RRLYR-09713\t0.678\t0.051\t0.775\t0.019\t1.773\t0.042\t6560\t100\t-0.096\t0.087\t0.412\t0.098\t0.507\t0.028\t-0.884\t0.078\t\n",
"OGLE-LMC-RRLYR-09714\t0.733\t0.050\t0.768\t0.019\t1.696\t0.042\t6320\t100\t0.077\t0.087\t0.619\t0.099\t0.554\t0.028\t-0.789\t0.077\t\n",
"OGLE-LMC-RRLYR-09715\t0.638\t0.050\t0.742\t0.019\t1.617\t0.042\t6240\t100\t0.234\t0.088\t0.79\t0.10\t0.573\t0.028\t-0.673\t0.077\t\n",
"OGLE-LMC-RRLYR-09720\t0.720\t0.051\t0.741\t0.019\t1.709\t0.042\t6580\t100\t0.069\t0.087\t0.582\t0.099\t0.507\t0.028\t-0.719\t0.077\t\n",
"OGLE-LMC-RRLYR-09722\t0.580\t0.052\t0.699\t0.019\t1.674\t0.042\t6780\t100\t0.150\t0.088\t0.617\t0.099\t0.459\t0.028\t-0.560\t0.079\t\n",
"OGLE-LMC-RRLYR-09725\t0.550\t0.051\t0.705\t0.019\t1.654\t0.042\t6650\t100\t0.161\t0.088\t0.650\t0.099\t0.485\t0.028\t-0.596\t0.079\t\n",
"OGLE-LMC-RRLYR-09731\t0.667\t0.052\t0.726\t0.019\t1.683\t0.042\t6600\t100\t0.135\t0.088\t0.648\t0.099\t0.501\t0.028\t-0.643\t0.078\t\n",
"OGLE-LMC-RRLYR-09737\t0.583\t0.051\t0.712\t0.019\t1.654\t0.042\t6610\t100\t0.158\t0.087\t0.663\t0.099\t0.499\t0.028\t-0.614\t0.078\t\n",
"OGLE-LMC-RRLYR-09739\t0.613\t0.052\t0.701\t0.019\t1.649\t0.042\t6660\t100\t0.193\t0.087\t0.690\t0.099\t0.487\t0.028\t-0.560\t0.079\t\n",
"OGLE-LMC-RRLYR-09740\t0.726\t0.050\t0.757\t0.019\t1.653\t0.042\t6250\t100\t0.165\t0.088\t0.72\t0.10\t0.569\t0.028\t-0.729\t0.078\t\n",
"OGLE-LMC-RRLYR-09744\t0.622\t0.050\t0.738\t0.019\t1.617\t0.042\t6287\t99\t0.221\t0.087\t0.781\t0.099\t0.571\t0.028\t-0.671\t0.077\t\n",
"OGLE-LMC-RRLYR-09745\t0.692\t0.050\t0.777\t0.019\t1.721\t0.042\t6350\t100\t-0.016\t0.088\t0.529\t0.099\t0.552\t0.028\t-0.872\t0.078\t\n",
"OGLE-LMC-RRLYR-09746\t0.679\t0.052\t0.726\t0.020\t1.664\t0.043\t6520\t100\t0.192\t0.089\t0.69\t0.10\t0.505\t0.028\t-0.597\t0.079\t\n",
"OGLE-LMC-RRLYR-09747\t0.669\t0.051\t0.738\t0.019\t1.668\t0.042\t6450\t100\t0.145\t0.087\t0.664\t0.099\t0.529\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-09753\t0.567\t0.052\t0.685\t0.020\t1.582\t0.043\t6540\t100\t0.362\t0.089\t0.86\t0.10\t0.510\t0.029\t-0.432\t0.080\t\n",
"OGLE-LMC-RRLYR-09754\t0.729\t0.050\t0.758\t0.019\t1.638\t0.042\t6198\t99\t0.196\t0.087\t0.774\t0.099\t0.586\t0.028\t-0.726\t0.077\t\n",
"OGLE-LMC-RRLYR-09755\t0.674\t0.052\t0.740\t0.019\t1.722\t0.042\t6630\t100\t0.033\t0.087\t0.538\t0.099\t0.493\t0.028\t-0.731\t0.079\t\n",
"OGLE-LMC-RRLYR-09759\t0.597\t0.050\t0.815\t0.019\t1.800\t0.043\t6360\t100\t-0.239\t0.089\t0.29\t0.10\t0.541\t0.029\t-1.082\t0.078\t\n",
"OGLE-LMC-RRLYR-09760\t0.666\t0.050\t0.723\t0.019\t1.608\t0.042\t6360\t100\t0.278\t0.088\t0.81\t0.10\t0.541\t0.028\t-0.574\t0.077\t\n",
"OGLE-LMC-RRLYR-09762\t0.671\t0.051\t0.711\t0.019\t1.625\t0.042\t6490\t100\t0.302\t0.087\t0.820\t0.099\t0.519\t0.028\t-0.513\t0.078\t\n",
"OGLE-LMC-RRLYR-09763\t0.603\t0.052\t0.705\t0.019\t1.632\t0.042\t6560\t100\t0.231\t0.087\t0.725\t0.099\t0.503\t0.028\t-0.552\t0.078\t\n",
"OGLE-LMC-RRLYR-09768\t0.670\t0.051\t0.735\t0.019\t1.703\t0.042\t6610\t100\t0.072\t0.087\t0.583\t0.099\t0.499\t0.028\t-0.702\t0.078\t\n",
"OGLE-LMC-RRLYR-09773\t0.656\t0.051\t0.741\t0.019\t1.675\t0.042\t6450\t100\t0.111\t0.087\t0.635\t0.099\t0.530\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-09775\t0.682\t0.050\t0.742\t0.019\t1.650\t0.042\t6350\t100\t0.188\t0.087\t0.718\t0.099\t0.547\t0.028\t-0.672\t0.077\t\n",
"OGLE-LMC-RRLYR-09778\t0.732\t0.050\t0.768\t0.019\t1.697\t0.042\t6330\t100\t0.075\t0.087\t0.618\t0.098\t0.553\t0.028\t-0.786\t0.077\t\n",
"OGLE-LMC-RRLYR-09783\t0.653\t0.051\t0.738\t0.019\t1.690\t0.042\t6530\t100\t0.101\t0.087\t0.621\t0.098\t0.515\t0.028\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-09785\t0.541\t0.050\t0.697\t0.019\t1.673\t0.042\t6790\t100\t0.138\t0.087\t0.608\t0.099\t0.453\t0.028\t-0.565\t0.078\t\n",
"OGLE-LMC-RRLYR-09789\t0.684\t0.050\t0.763\t0.019\t1.666\t0.042\t6270\t100\t0.112\t0.087\t0.676\t0.099\t0.570\t0.028\t-0.774\t0.078\t\n",
"OGLE-LMC-RRLYR-09790\t0.636\t0.050\t0.752\t0.019\t1.730\t0.042\t6580\t100\t-0.017\t0.087\t0.495\t0.098\t0.506\t0.028\t-0.803\t0.077\t\n",
"OGLE-LMC-RRLYR-09792\t0.536\t0.051\t0.681\t0.020\t1.637\t0.042\t6770\t100\t0.223\t0.087\t0.697\t0.098\t0.461\t0.029\t-0.493\t0.080\t\n",
"OGLE-LMC-RRLYR-09795\t0.615\t0.051\t0.728\t0.019\t1.694\t0.042\t6620\t100\t0.105\t0.087\t0.605\t0.099\t0.491\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-09802\t0.719\t0.051\t0.790\t0.019\t1.761\t0.042\t6400\t100\t-0.085\t0.087\t0.435\t0.099\t0.535\t0.028\t-0.921\t0.079\t\n",
"OGLE-LMC-RRLYR-09810\t0.684\t0.050\t0.758\t0.019\t1.680\t0.042\t6340\t100\t0.102\t0.087\t0.639\t0.099\t0.549\t0.028\t-0.757\t0.077\t\n",
"OGLE-LMC-RRLYR-09811\t0.621\t0.051\t0.705\t0.019\t1.655\t0.042\t6650\t100\t0.180\t0.087\t0.678\t0.098\t0.488\t0.028\t-0.577\t0.078\t\n",
"OGLE-LMC-RRLYR-09814\t0.620\t0.050\t0.720\t0.019\t1.681\t0.042\t6640\t100\t0.117\t0.087\t0.621\t0.098\t0.492\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-09816\t0.592\t0.050\t0.703\t0.019\t1.657\t0.042\t6680\t100\t0.169\t0.087\t0.656\t0.099\t0.482\t0.028\t-0.582\t0.078\t\n",
"OGLE-LMC-RRLYR-09817\t0.707\t0.051\t0.751\t0.019\t1.703\t0.042\t6480\t100\t0.075\t0.087\t0.603\t0.099\t0.527\t0.028\t-0.745\t0.078\t\n",
"OGLE-LMC-RRLYR-09823\t0.724\t0.051\t0.756\t0.019\t1.704\t0.042\t6450\t100\t0.090\t0.087\t0.606\t0.098\t0.527\t0.028\t-0.731\t0.078\t\n",
"OGLE-LMC-RRLYR-09826\t0.608\t0.050\t0.752\t0.019\t1.699\t0.042\t6450\t100\t0.034\t0.087\t0.549\t0.099\t0.525\t0.028\t-0.785\t0.078\t\n",
"OGLE-LMC-RRLYR-09829\t0.544\t0.051\t0.695\t0.019\t1.657\t0.042\t6750\t100\t0.168\t0.087\t0.645\t0.098\t0.468\t0.028\t-0.556\t0.078\t\n",
"OGLE-LMC-RRLYR-09830\t0.678\t0.052\t0.744\t0.020\t1.691\t0.042\t6470\t100\t0.077\t0.089\t0.60\t0.10\t0.527\t0.028\t-0.739\t0.080\t\n",
"OGLE-LMC-RRLYR-09833\t0.596\t0.050\t0.738\t0.019\t1.720\t0.042\t6640\t100\t0.014\t0.087\t0.505\t0.099\t0.489\t0.028\t-0.744\t0.078\t\n",
"OGLE-LMC-RRLYR-09836\t0.631\t0.050\t0.748\t0.019\t1.636\t0.042\t6290\t100\t0.174\t0.088\t0.73\t0.10\t0.567\t0.028\t-0.711\t0.077\t\n",
"OGLE-LMC-RRLYR-09837\t0.629\t0.051\t0.744\t0.019\t1.688\t0.042\t6480\t100\t0.084\t0.087\t0.604\t0.099\t0.523\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-09838\t0.611\t0.050\t0.723\t0.019\t1.666\t0.042\t6560\t100\t0.142\t0.087\t0.661\t0.098\t0.509\t0.028\t-0.646\t0.077\t\n",
"OGLE-LMC-RRLYR-09840\t0.754\t0.050\t0.776\t0.019\t1.620\t0.042\t6083\t99\t0.167\t0.088\t0.801\t0.099\t0.634\t0.028\t-0.814\t0.078\t\n",
"OGLE-LMC-RRLYR-09841\t0.654\t0.050\t0.750\t0.019\t1.633\t0.042\t6260\t100\t0.181\t0.088\t0.75\t0.10\t0.580\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-09842\t0.673\t0.050\t0.750\t0.019\t1.671\t0.042\t6380\t100\t0.135\t0.087\t0.669\t0.098\t0.543\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-09846\t0.623\t0.050\t0.740\t0.019\t1.629\t0.042\t6329\t99\t0.186\t0.088\t0.73\t0.10\t0.554\t0.028\t-0.678\t0.077\t\n",
"OGLE-LMC-RRLYR-09849\t0.612\t0.050\t0.751\t0.019\t1.749\t0.042\t6650\t100\t-0.052\t0.087\t0.438\t0.099\t0.487\t0.028\t-0.807\t0.077\t\n",
"OGLE-LMC-RRLYR-09853\t0.637\t0.050\t0.773\t0.019\t1.776\t0.042\t6590\t100\t-0.128\t0.087\t0.380\t0.098\t0.503\t0.028\t-0.909\t0.078\t\n",
"OGLE-LMC-RRLYR-09854\t0.622\t0.052\t0.720\t0.019\t1.660\t0.042\t6550\t100\t0.156\t0.087\t0.667\t0.099\t0.510\t0.028\t-0.638\t0.078\t\n",
"OGLE-LMC-RRLYR-09855\t0.555\t0.051\t0.762\t0.020\t1.745\t0.042\t6550\t100\t-0.080\t0.088\t0.425\t0.099\t0.505\t0.028\t-0.861\t0.079\t\n",
"OGLE-LMC-RRLYR-09858\t0.647\t0.051\t0.756\t0.019\t1.737\t0.042\t6590\t100\t-0.030\t0.087\t0.486\t0.098\t0.506\t0.028\t-0.814\t0.079\t\n",
"OGLE-LMC-RRLYR-09859\t0.554\t0.058\t0.679\t0.021\t1.662\t0.045\t6830\t110\t0.193\t0.091\t0.64\t0.10\t0.438\t0.030\t-0.498\t0.084\t\n",
"OGLE-LMC-RRLYR-09861\t0.681\t0.053\t0.748\t0.020\t1.703\t0.042\t6500\t100\t0.060\t0.088\t0.586\t0.099\t0.521\t0.029\t-0.752\t0.080\t\n",
"OGLE-LMC-RRLYR-09867\t0.586\t0.050\t0.722\t0.019\t1.707\t0.042\t6730\t100\t0.057\t0.087\t0.540\t0.098\t0.475\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-09869\t0.671\t0.050\t0.774\t0.019\t1.714\t0.042\t6350\t99\t0.002\t0.087\t0.541\t0.099\t0.549\t0.028\t-0.854\t0.077\t\n",
"OGLE-LMC-RRLYR-09873\t0.707\t0.050\t0.773\t0.019\t1.757\t0.042\t6520\t100\t-0.065\t0.087\t0.462\t0.098\t0.519\t0.028\t-0.872\t0.078\t\n",
"OGLE-LMC-RRLYR-09876\t0.583\t0.052\t0.701\t0.020\t1.656\t0.042\t6680\t100\t0.203\t0.088\t0.682\t0.099\t0.476\t0.028\t-0.535\t0.079\t\n",
"OGLE-LMC-RRLYR-09880\t0.579\t0.051\t0.690\t0.019\t1.606\t0.042\t6560\t100\t0.275\t0.088\t0.788\t0.099\t0.509\t0.028\t-0.523\t0.078\t\n",
"OGLE-LMC-RRLYR-09882\t0.580\t0.050\t0.674\t0.019\t1.609\t0.042\t6690\t100\t0.248\t0.088\t0.73\t0.10\t0.466\t0.028\t-0.478\t0.078\t\n",
"OGLE-LMC-RRLYR-09883\t0.659\t0.050\t0.748\t0.019\t1.669\t0.042\t6380\t100\t0.122\t0.087\t0.653\t0.099\t0.542\t0.028\t-0.719\t0.077\t\n",
"OGLE-LMC-RRLYR-09886\t0.594\t0.051\t0.698\t0.019\t1.650\t0.042\t6690\t100\t0.191\t0.087\t0.674\t0.099\t0.479\t0.028\t-0.552\t0.078\t\n",
"OGLE-LMC-RRLYR-09887\t0.554\t0.051\t0.669\t0.019\t1.578\t0.042\t6620\t100\t0.338\t0.088\t0.839\t0.099\t0.493\t0.028\t-0.432\t0.078\t\n",
"OGLE-LMC-RRLYR-09888\t0.699\t0.052\t0.739\t0.019\t1.711\t0.042\t6600\t100\t0.064\t0.088\t0.56\t0.10\t0.498\t0.028\t-0.712\t0.079\t\n",
"OGLE-LMC-RRLYR-09891\t0.619\t0.051\t0.717\t0.019\t1.650\t0.042\t6540\t100\t0.197\t0.087\t0.692\t0.099\t0.507\t0.028\t-0.593\t0.078\t\n",
"OGLE-LMC-RRLYR-09892\t0.628\t0.052\t0.712\t0.019\t1.680\t0.042\t6690\t100\t0.132\t0.087\t0.628\t0.098\t0.481\t0.028\t-0.613\t0.079\t\n",
"OGLE-LMC-RRLYR-09893\t0.543\t0.050\t0.724\t0.019\t1.709\t0.042\t6710\t100\t0.034\t0.087\t0.516\t0.098\t0.473\t0.028\t-0.701\t0.077\t\n",
"OGLE-LMC-RRLYR-09894\t0.633\t0.051\t0.746\t0.019\t1.636\t0.042\t6300\t100\t0.185\t0.088\t0.741\t0.099\t0.564\t0.028\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-09895\t0.638\t0.050\t0.743\t0.019\t1.632\t0.043\t6300\t100\t0.182\t0.089\t0.74\t0.10\t0.562\t0.028\t-0.693\t0.077\t\n",
"OGLE-LMC-RRLYR-09896\t0.625\t0.052\t0.710\t0.019\t1.677\t0.042\t6710\t100\t0.155\t0.087\t0.641\t0.099\t0.474\t0.028\t-0.579\t0.078\t\n",
"OGLE-LMC-RRLYR-09900\t0.658\t0.054\t0.743\t0.020\t1.658\t0.042\t6360\t110\t0.145\t0.088\t0.680\t0.099\t0.545\t0.029\t-0.707\t0.081\t\n",
"OGLE-LMC-RRLYR-09902\t0.683\t0.051\t0.779\t0.019\t1.731\t0.042\t6380\t100\t-0.022\t0.087\t0.508\t0.098\t0.540\t0.028\t-0.866\t0.078\t\n",
"OGLE-LMC-RRLYR-09904\t0.629\t0.051\t0.727\t0.019\t1.681\t0.042\t6590\t100\t0.100\t0.087\t0.611\t0.098\t0.503\t0.028\t-0.679\t0.077\t\n",
"OGLE-LMC-RRLYR-09905\t0.621\t0.052\t0.718\t0.020\t1.671\t0.042\t6630\t100\t0.174\t0.088\t0.664\t0.099\t0.488\t0.028\t-0.587\t0.079\t\n",
"OGLE-LMC-RRLYR-09907\t0.614\t0.050\t0.721\t0.019\t1.684\t0.042\t6640\t100\t0.110\t0.087\t0.606\t0.098\t0.489\t0.028\t-0.649\t0.078\t\n",
"OGLE-LMC-RRLYR-09909\t0.718\t0.050\t0.806\t0.019\t1.765\t0.042\t6323\t99\t-0.104\t0.087\t0.441\t0.099\t0.555\t0.028\t-0.971\t0.077\t\n",
"OGLE-LMC-RRLYR-09913\t0.668\t0.050\t0.744\t0.019\t1.672\t0.042\t6420\t100\t0.141\t0.087\t0.671\t0.099\t0.535\t0.028\t-0.694\t0.078\t\n",
"OGLE-LMC-RRLYR-09916\t0.628\t0.050\t0.792\t0.019\t1.739\t0.042\t6332\t99\t-0.071\t0.087\t0.476\t0.099\t0.553\t0.028\t-0.935\t0.077\t\n",
"OGLE-LMC-RRLYR-09920\t0.632\t0.051\t0.721\t0.019\t1.693\t0.042\t6680\t100\t0.119\t0.087\t0.610\t0.099\t0.480\t0.028\t-0.628\t0.078\t\n",
"OGLE-LMC-RRLYR-09921\t0.709\t0.056\t0.724\t0.021\t1.724\t0.043\t6750\t100\t0.052\t0.090\t0.53\t0.10\t0.468\t0.028\t-0.677\t0.083\t\n",
"OGLE-LMC-RRLYR-09922\t0.601\t0.051\t0.682\t0.020\t1.585\t0.042\t6550\t100\t0.316\t0.088\t0.850\t0.099\t0.517\t0.029\t-0.485\t0.079\t\n",
"OGLE-LMC-RRLYR-09924\t0.620\t0.053\t0.695\t0.020\t1.667\t0.042\t6760\t100\t0.182\t0.088\t0.661\t0.099\t0.464\t0.028\t-0.536\t0.080\t\n",
"OGLE-LMC-RRLYR-09930\t0.531\t0.051\t0.679\t0.019\t1.667\t0.042\t6900\t100\t0.185\t0.087\t0.629\t0.099\t0.431\t0.028\t-0.481\t0.078\t\n",
"OGLE-LMC-RRLYR-09933\t0.587\t0.051\t0.723\t0.019\t1.640\t0.042\t6450\t100\t0.163\t0.087\t0.702\t0.099\t0.533\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-09935\t0.587\t0.050\t0.710\t0.019\t1.637\t0.042\t6540\t100\t0.194\t0.087\t0.710\t0.099\t0.511\t0.028\t-0.602\t0.078\t\n",
"OGLE-LMC-RRLYR-09936\t0.679\t0.051\t0.744\t0.019\t1.658\t0.042\t6360\t100\t0.132\t0.088\t0.684\t0.099\t0.555\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-09937\t0.543\t0.050\t0.687\t0.019\t1.659\t0.042\t6810\t100\t0.180\t0.087\t0.640\t0.098\t0.451\t0.028\t-0.517\t0.077\t\n",
"OGLE-LMC-RRLYR-09938\t0.554\t0.052\t0.689\t0.019\t1.665\t0.042\t6820\t100\t0.170\t0.088\t0.633\t0.099\t0.450\t0.028\t-0.526\t0.079\t\n",
"OGLE-LMC-RRLYR-09939\t0.735\t0.051\t0.766\t0.019\t1.721\t0.042\t6420\t100\t0.019\t0.087\t0.562\t0.099\t0.540\t0.028\t-0.825\t0.078\t\n",
"OGLE-LMC-RRLYR-09940\t0.737\t0.053\t0.743\t0.020\t1.704\t0.042\t6540\t100\t0.096\t0.088\t0.60\t0.10\t0.512\t0.029\t-0.708\t0.079\t\n",
"OGLE-LMC-RRLYR-09942\t0.619\t0.051\t0.695\t0.019\t1.624\t0.042\t6610\t100\t0.286\t0.088\t0.77\t0.10\t0.490\t0.028\t-0.477\t0.079\t\n",
"OGLE-LMC-RRLYR-09945\t0.685\t0.051\t0.751\t0.019\t1.672\t0.042\t6370\t100\t0.119\t0.087\t0.662\t0.099\t0.550\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-09947\t0.647\t0.051\t0.710\t0.019\t1.606\t0.042\t6420\t100\t0.278\t0.087\t0.826\t0.099\t0.544\t0.028\t-0.562\t0.078\t\n",
"OGLE-LMC-RRLYR-09948\t0.635\t0.050\t0.758\t0.019\t1.744\t0.042\t6580\t100\t-0.045\t0.087\t0.456\t0.098\t0.502\t0.028\t-0.825\t0.078\t\n",
"OGLE-LMC-RRLYR-09949\t0.689\t0.050\t0.803\t0.019\t1.816\t0.042\t6510\t100\t-0.225\t0.087\t0.306\t0.098\t0.523\t0.028\t-1.036\t0.078\t\n",
"OGLE-LMC-RRLYR-09956\t0.654\t0.051\t0.737\t0.019\t1.689\t0.042\t6540\t100\t0.123\t0.088\t0.62\t0.10\t0.500\t0.028\t-0.656\t0.078\t\n",
"OGLE-LMC-RRLYR-09959\t0.623\t0.050\t0.756\t0.019\t1.756\t0.042\t6650\t100\t-0.063\t0.087\t0.435\t0.098\t0.488\t0.028\t-0.821\t0.078\t\n",
"OGLE-LMC-RRLYR-09960\t0.765\t0.050\t0.789\t0.019\t1.725\t0.042\t6270\t100\t0.017\t0.088\t0.56\t0.10\t0.558\t0.028\t-0.864\t0.077\t\n",
"OGLE-LMC-RRLYR-09961\t0.677\t0.051\t0.746\t0.019\t1.678\t0.042\t6410\t100\t0.106\t0.087\t0.641\t0.099\t0.539\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-09963\t0.624\t0.050\t0.779\t0.019\t1.732\t0.042\t6390\t100\t-0.051\t0.087\t0.478\t0.099\t0.534\t0.028\t-0.890\t0.077\t\n",
"OGLE-LMC-RRLYR-09964\t0.664\t0.050\t0.737\t0.019\t1.668\t0.042\t6450\t100\t0.144\t0.087\t0.663\t0.098\t0.528\t0.028\t-0.681\t0.077\t\n",
"OGLE-LMC-RRLYR-09968\t0.618\t0.050\t0.718\t0.019\t1.681\t0.042\t6640\t100\t0.128\t0.087\t0.617\t0.098\t0.486\t0.028\t-0.630\t0.078\t\n",
"OGLE-LMC-RRLYR-09969\t0.680\t0.050\t0.724\t0.019\t1.616\t0.042\t6350\t100\t0.232\t0.087\t0.803\t0.099\t0.562\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-09972\t0.686\t0.050\t0.766\t0.019\t1.696\t0.042\t6361\t99\t0.058\t0.088\t0.59\t0.10\t0.541\t0.028\t-0.788\t0.077\t\n",
"OGLE-LMC-RRLYR-09976\t0.730\t0.051\t0.781\t0.019\t1.745\t0.042\t6400\t100\t-0.049\t0.088\t0.485\t0.099\t0.541\t0.028\t-0.890\t0.079\t\n",
"OGLE-LMC-RRLYR-09978\t0.698\t0.050\t0.769\t0.019\t1.693\t0.042\t6320\t100\t0.052\t0.087\t0.610\t0.099\t0.558\t0.028\t-0.811\t0.078\t\n",
"OGLE-LMC-RRLYR-09983\t0.545\t0.051\t0.706\t0.019\t1.719\t0.042\t6880\t100\t0.033\t0.088\t0.450\t0.099\t0.415\t0.028\t-0.614\t0.078\t\n",
"OGLE-LMC-RRLYR-09987\t0.627\t0.051\t0.719\t0.019\t1.655\t0.042\t6540\t100\t0.168\t0.087\t0.686\t0.099\t0.511\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-09988\t0.620\t0.055\t0.762\t0.021\t1.756\t0.043\t6600\t110\t-0.078\t0.089\t0.42\t0.10\t0.500\t0.030\t-0.855\t0.084\t\n",
"OGLE-LMC-RRLYR-09989\t0.589\t0.049\t0.748\t0.019\t1.760\t0.041\t6720\t100\t-0.073\t0.087\t0.408\t0.098\t0.475\t0.028\t-0.809\t0.077\t\n",
"OGLE-LMC-RRLYR-09992\t0.709\t0.051\t0.785\t0.019\t1.789\t0.042\t6540\t100\t-0.134\t0.087\t0.395\t0.098\t0.515\t0.028\t-0.935\t0.078\t\n",
"OGLE-LMC-RRLYR-09995\t0.587\t0.050\t0.757\t0.019\t1.649\t0.042\t6270\t100\t0.113\t0.088\t0.68\t0.10\t0.570\t0.029\t-0.773\t0.077\t\n",
"OGLE-LMC-RRLYR-09998\t0.715\t0.054\t0.758\t0.020\t1.707\t0.043\t6440\t100\t0.053\t0.088\t0.57\t0.10\t0.533\t0.029\t-0.780\t0.080\t\n",
"OGLE-LMC-RRLYR-09999\t0.657\t0.051\t0.738\t0.019\t1.699\t0.042\t6570\t100\t0.078\t0.087\t0.592\t0.098\t0.505\t0.028\t-0.705\t0.077\t\n",
"OGLE-LMC-RRLYR-10000\t0.602\t0.050\t0.831\t0.019\t1.863\t0.042\t6460\t100\t-0.394\t0.088\t0.11\t0.10\t0.509\t0.028\t-1.179\t0.078\t\n",
"OGLE-LMC-RRLYR-10002\t0.665\t0.051\t0.745\t0.019\t1.727\t0.042\t6620\t100\t0.013\t0.087\t0.513\t0.098\t0.494\t0.028\t-0.755\t0.078\t\n",
"OGLE-LMC-RRLYR-10003\t0.557\t0.050\t0.658\t0.019\t1.575\t0.042\t6690\t100\t0.341\t0.088\t0.81\t0.10\t0.469\t0.029\t-0.386\t0.077\t\n",
"OGLE-LMC-RRLYR-10004\t0.645\t0.051\t0.699\t0.019\t1.646\t0.042\t6660\t100\t0.210\t0.087\t0.717\t0.099\t0.488\t0.028\t-0.550\t0.078\t\n",
"OGLE-LMC-RRLYR-10005\t0.582\t0.052\t0.707\t0.020\t1.655\t0.042\t6640\t100\t0.178\t0.088\t0.672\t0.099\t0.489\t0.028\t-0.583\t0.079\t\n",
"OGLE-LMC-RRLYR-10007\t0.648\t0.058\t0.741\t0.021\t1.693\t0.045\t6510\t100\t0.080\t0.093\t0.58\t0.11\t0.514\t0.029\t-0.717\t0.085\t\n",
"OGLE-LMC-RRLYR-10018\t0.688\t0.050\t0.757\t0.019\t1.684\t0.042\t6370\t100\t0.102\t0.087\t0.640\t0.099\t0.545\t0.028\t-0.747\t0.077\t\n",
"OGLE-LMC-RRLYR-10019\t0.757\t0.051\t0.818\t0.019\t1.823\t0.042\t6420\t100\t-0.236\t0.087\t0.308\t0.098\t0.540\t0.028\t-1.078\t0.079\t\n",
"OGLE-LMC-RRLYR-10020\t0.753\t0.050\t0.771\t0.019\t1.692\t0.042\t6290\t100\t0.096\t0.087\t0.643\t0.099\t0.562\t0.028\t-0.786\t0.078\t\n",
"OGLE-LMC-RRLYR-10021\t0.643\t0.057\t0.727\t0.022\t1.664\t0.043\t6500\t110\t0.165\t0.090\t0.68\t0.10\t0.518\t0.031\t-0.648\t0.086\t\n",
"OGLE-LMC-RRLYR-10026\t0.620\t0.052\t0.709\t0.020\t1.672\t0.042\t6690\t100\t0.147\t0.087\t0.635\t0.099\t0.480\t0.028\t-0.597\t0.079\t\n",
"OGLE-LMC-RRLYR-10027\t0.584\t0.051\t0.718\t0.019\t1.712\t0.042\t6780\t100\t0.055\t0.087\t0.520\t0.099\t0.459\t0.028\t-0.655\t0.078\t\n",
"OGLE-LMC-RRLYR-10029\t0.651\t0.052\t0.721\t0.019\t1.694\t0.042\t6670\t100\t0.110\t0.087\t0.608\t0.099\t0.483\t0.028\t-0.640\t0.078\t\n",
"OGLE-LMC-RRLYR-10031\t0.631\t0.050\t0.746\t0.019\t1.663\t0.042\t6390\t100\t0.126\t0.088\t0.65\t0.10\t0.537\t0.028\t-0.711\t0.078\t\n",
"OGLE-LMC-RRLYR-10032\t0.602\t0.051\t0.723\t0.019\t1.705\t0.042\t6710\t100\t0.067\t0.087\t0.555\t0.098\t0.476\t0.028\t-0.668\t0.079\t\n",
"OGLE-LMC-RRLYR-10035\t0.561\t0.050\t0.691\t0.019\t1.654\t0.042\t6760\t100\t0.191\t0.087\t0.666\t0.098\t0.461\t0.028\t-0.528\t0.077\t\n",
"OGLE-LMC-RRLYR-10039\t0.551\t0.052\t0.693\t0.020\t1.679\t0.042\t6830\t100\t0.146\t0.088\t0.609\t0.099\t0.446\t0.028\t-0.545\t0.079\t\n",
"OGLE-LMC-RRLYR-10044\t0.746\t0.050\t0.751\t0.019\t1.717\t0.042\t6540\t100\t0.033\t0.088\t0.52\t0.10\t0.485\t0.028\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-10045\t0.645\t0.051\t0.750\t0.019\t1.701\t0.042\t6470\t100\t0.043\t0.088\t0.57\t0.10\t0.527\t0.028\t-0.773\t0.078\t\n",
"OGLE-LMC-RRLYR-10046\t0.655\t0.051\t0.721\t0.019\t1.638\t0.042\t6460\t100\t0.218\t0.088\t0.746\t0.099\t0.530\t0.028\t-0.605\t0.079\t\n",
"OGLE-LMC-RRLYR-10047\t0.604\t0.052\t0.709\t0.019\t1.696\t0.042\t6780\t100\t0.111\t0.088\t0.581\t0.099\t0.459\t0.028\t-0.598\t0.079\t\n",
"OGLE-LMC-RRLYR-10048\t0.652\t0.051\t0.748\t0.020\t1.650\t0.043\t6320\t100\t0.154\t0.089\t0.69\t0.10\t0.558\t0.029\t-0.714\t0.079\t\n",
"OGLE-LMC-RRLYR-10051\t0.776\t0.050\t0.790\t0.019\t1.691\t0.042\t6180\t99\t0.059\t0.087\t0.642\t0.098\t0.590\t0.028\t-0.870\t0.077\t\n",
"OGLE-LMC-RRLYR-10055\t0.635\t0.050\t0.792\t0.019\t1.737\t0.042\t6320\t100\t-0.069\t0.088\t0.47\t0.10\t0.552\t0.028\t-0.934\t0.077\t\n",
"OGLE-LMC-RRLYR-10057\t0.533\t0.050\t0.700\t0.019\t1.720\t0.042\t6930\t100\t0.066\t0.087\t0.490\t0.098\t0.419\t0.028\t-0.588\t0.077\t\n",
"OGLE-LMC-RRLYR-10061\t0.636\t0.050\t0.734\t0.019\t1.666\t0.042\t6460\t100\t0.130\t0.087\t0.659\t0.099\t0.528\t0.028\t-0.695\t0.077\t\n",
"OGLE-LMC-RRLYR-10062\t0.678\t0.051\t0.738\t0.019\t1.718\t0.042\t6630\t100\t0.079\t0.087\t0.572\t0.099\t0.487\t0.028\t-0.676\t0.078\t\n",
"OGLE-LMC-RRLYR-10067\t0.585\t0.051\t0.728\t0.019\t1.678\t0.042\t6560\t100\t0.098\t0.088\t0.602\t0.099\t0.505\t0.028\t-0.684\t0.078\t\n",
"OGLE-LMC-RRLYR-10070\t0.610\t0.050\t0.733\t0.019\t1.622\t0.042\t6340\t100\t0.208\t0.089\t0.75\t0.10\t0.550\t0.028\t-0.652\t0.077\t\n",
"OGLE-LMC-RRLYR-10071\t0.699\t0.051\t0.753\t0.019\t1.695\t0.042\t6430\t100\t0.078\t0.087\t0.610\t0.099\t0.536\t0.028\t-0.759\t0.078\t\n",
"OGLE-LMC-RRLYR-10074\t0.622\t0.050\t0.773\t0.019\t1.770\t0.042\t6560\t100\t-0.119\t0.087\t0.390\t0.099\t0.507\t0.028\t-0.903\t0.078\t\n",
"OGLE-LMC-RRLYR-10075\t0.589\t0.051\t0.697\t0.019\t1.646\t0.042\t6680\t100\t0.196\t0.087\t0.692\t0.099\t0.484\t0.028\t-0.554\t0.078\t\n",
"OGLE-LMC-RRLYR-10077\t0.659\t0.050\t0.748\t0.019\t1.594\t0.042\t6142\t99\t0.264\t0.087\t0.864\t0.099\t0.609\t0.028\t-0.681\t0.077\t\n",
"OGLE-LMC-RRLYR-10081\t0.614\t0.052\t0.741\t0.019\t1.748\t0.042\t6730\t100\t-0.025\t0.088\t0.452\t0.099\t0.471\t0.028\t-0.754\t0.079\t\n",
"OGLE-LMC-RRLYR-10088\t0.665\t0.050\t0.742\t0.019\t1.679\t0.042\t6450\t100\t0.120\t0.087\t0.635\t0.098\t0.526\t0.028\t-0.703\t0.078\t\n",
"OGLE-LMC-RRLYR-10089\t0.671\t0.051\t0.737\t0.019\t1.701\t0.042\t6586\t99\t0.072\t0.087\t0.591\t0.099\t0.507\t0.028\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-10090\t0.630\t0.050\t0.747\t0.019\t1.647\t0.042\t6330\t100\t0.149\t0.088\t0.69\t0.10\t0.556\t0.028\t-0.719\t0.077\t\n",
"OGLE-LMC-RRLYR-10096\t0.761\t0.053\t0.829\t0.020\t1.838\t0.042\t6390\t100\t-0.277\t0.088\t0.266\t0.099\t0.543\t0.029\t-1.122\t0.081\t\n",
"OGLE-LMC-RRLYR-10099\t0.595\t0.056\t0.712\t0.021\t1.696\t0.042\t6770\t110\t0.093\t0.089\t0.572\t0.099\t0.466\t0.030\t-0.629\t0.084\t\n",
"OGLE-LMC-RRLYR-10102\t0.668\t0.051\t0.752\t0.019\t1.698\t0.042\t6450\t100\t0.072\t0.087\t0.590\t0.099\t0.526\t0.028\t-0.747\t0.078\t\n",
"OGLE-LMC-RRLYR-10116\t0.654\t0.051\t0.733\t0.019\t1.680\t0.042\t6530\t100\t0.130\t0.087\t0.639\t0.098\t0.512\t0.028\t-0.668\t0.078\t\n",
"OGLE-LMC-RRLYR-10118\t0.720\t0.050\t0.753\t0.019\t1.700\t0.042\t6440\t100\t0.080\t0.087\t0.616\t0.099\t0.533\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-10121\t0.618\t0.052\t0.736\t0.019\t1.730\t0.042\t6690\t100\t0.003\t0.087\t0.485\t0.098\t0.475\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-10123\t0.599\t0.050\t0.708\t0.019\t1.659\t0.042\t6650\t100\t0.159\t0.087\t0.656\t0.098\t0.488\t0.028\t-0.596\t0.077\t\n",
"OGLE-LMC-RRLYR-10133\t0.642\t0.050\t0.723\t0.019\t1.678\t0.042\t6600\t100\t0.132\t0.087\t0.634\t0.099\t0.498\t0.028\t-0.644\t0.077\t\n",
"OGLE-LMC-RRLYR-10134\t0.716\t0.050\t0.770\t0.019\t1.684\t0.042\t6270\t100\t0.083\t0.088\t0.64\t0.10\t0.569\t0.028\t-0.800\t0.078\t\n",
"OGLE-LMC-RRLYR-10136\t0.679\t0.051\t0.803\t0.019\t1.820\t0.042\t6530\t100\t-0.233\t0.087\t0.293\t0.098\t0.517\t0.028\t-1.035\t0.078\t\n",
"OGLE-LMC-RRLYR-10138\t0.594\t0.050\t0.740\t0.019\t1.753\t0.042\t6760\t100\t-0.042\t0.087\t0.435\t0.098\t0.467\t0.028\t-0.764\t0.078\t\n",
"OGLE-LMC-RRLYR-10139\t0.619\t0.051\t0.814\t0.020\t1.817\t0.043\t6430\t110\t-0.256\t0.090\t0.26\t0.10\t0.518\t0.030\t-1.064\t0.079\t\n",
"OGLE-LMC-RRLYR-10144\t0.744\t0.050\t0.785\t0.019\t1.701\t0.042\t6240\t100\t0.043\t0.088\t0.60\t0.10\t0.572\t0.028\t-0.852\t0.077\t\n",
"OGLE-LMC-RRLYR-10147\t0.632\t0.051\t0.749\t0.019\t1.701\t0.042\t6490\t100\t0.041\t0.088\t0.559\t0.099\t0.521\t0.028\t-0.767\t0.079\t\n",
"OGLE-LMC-RRLYR-10150\t0.649\t0.052\t0.716\t0.019\t1.683\t0.042\t6660\t100\t0.128\t0.087\t0.629\t0.099\t0.486\t0.028\t-0.626\t0.079\t\n",
"OGLE-LMC-RRLYR-10151\t0.674\t0.051\t0.752\t0.019\t1.688\t0.042\t6410\t100\t0.080\t0.088\t0.607\t0.099\t0.537\t0.028\t-0.755\t0.078\t\n",
"OGLE-LMC-RRLYR-10158\t0.669\t0.050\t0.766\t0.019\t1.698\t0.042\t6350\t100\t0.047\t0.087\t0.593\t0.099\t0.550\t0.028\t-0.813\t0.077\t\n",
"OGLE-LMC-RRLYR-10169\t0.550\t0.051\t0.688\t0.019\t1.671\t0.042\t6840\t100\t0.169\t0.087\t0.620\t0.099\t0.447\t0.028\t-0.522\t0.079\t\n",
"OGLE-LMC-RRLYR-10173\t0.622\t0.051\t0.696\t0.019\t1.644\t0.042\t6670\t100\t0.215\t0.087\t0.716\t0.098\t0.483\t0.028\t-0.537\t0.078\t\n",
"OGLE-LMC-RRLYR-10174\t0.704\t0.059\t0.784\t0.023\t1.775\t0.043\t6500\t110\t-0.103\t0.091\t0.41\t0.10\t0.520\t0.031\t-0.913\t0.089\t\n",
"OGLE-LMC-RRLYR-10177\t0.662\t0.052\t0.713\t0.020\t1.684\t0.042\t6700\t100\t0.138\t0.088\t0.626\t0.099\t0.478\t0.028\t-0.607\t0.079\t\n",
"OGLE-LMC-RRLYR-10179\t0.600\t0.069\t0.699\t0.023\t1.611\t0.048\t6530\t110\t0.253\t0.098\t0.77\t0.11\t0.517\t0.030\t-0.541\t0.093\t\n",
"OGLE-LMC-RRLYR-10182\t0.606\t0.051\t0.705\t0.019\t1.652\t0.042\t6640\t100\t0.184\t0.087\t0.686\t0.099\t0.491\t0.028\t-0.579\t0.077\t\n",
"OGLE-LMC-RRLYR-10185\t0.550\t0.051\t0.686\t0.019\t1.658\t0.042\t6820\t100\t0.188\t0.087\t0.649\t0.098\t0.450\t0.028\t-0.509\t0.078\t\n",
"OGLE-LMC-RRLYR-10188\t0.584\t0.050\t0.716\t0.019\t1.681\t0.042\t6660\t100\t0.111\t0.087\t0.612\t0.098\t0.485\t0.028\t-0.643\t0.077\t\n",
"OGLE-LMC-RRLYR-10189\t0.631\t0.051\t0.729\t0.019\t1.691\t0.042\t6610\t100\t0.104\t0.087\t0.603\t0.098\t0.496\t0.028\t-0.666\t0.078\t\n",
"OGLE-LMC-RRLYR-10191\t0.577\t0.052\t0.729\t0.020\t1.669\t0.042\t6520\t100\t0.113\t0.088\t0.626\t0.099\t0.513\t0.028\t-0.681\t0.079\t\n",
"OGLE-LMC-RRLYR-10193\t0.678\t0.053\t0.721\t0.020\t1.666\t0.042\t6580\t100\t0.179\t0.087\t0.690\t0.099\t0.505\t0.028\t-0.605\t0.079\t\n",
"OGLE-LMC-RRLYR-10194\t0.658\t0.051\t0.711\t0.019\t1.614\t0.043\t6480\t100\t0.260\t0.091\t0.77\t0.10\t0.513\t0.028\t-0.542\t0.079\t\n",
"OGLE-LMC-RRLYR-10195\t0.700\t0.052\t0.746\t0.019\t1.716\t0.042\t6570\t100\t0.060\t0.087\t0.576\t0.098\t0.507\t0.028\t-0.726\t0.078\t\n",
"OGLE-LMC-RRLYR-10199\t0.714\t0.051\t0.766\t0.019\t1.680\t0.042\t6290\t100\t0.096\t0.087\t0.648\t0.099\t0.563\t0.029\t-0.781\t0.078\t\n",
"OGLE-LMC-RRLYR-10202\t0.680\t0.051\t0.785\t0.019\t1.774\t0.042\t6480\t100\t-0.125\t0.087\t0.402\t0.099\t0.525\t0.028\t-0.941\t0.078\t\n",
"OGLE-LMC-RRLYR-10203\t0.652\t0.051\t0.755\t0.019\t1.743\t0.042\t6590\t100\t-0.034\t0.087\t0.467\t0.098\t0.499\t0.028\t-0.808\t0.078\t\n",
"OGLE-LMC-RRLYR-10205\t0.601\t0.050\t0.724\t0.019\t1.609\t0.043\t6360\t100\t0.229\t0.089\t0.77\t0.10\t0.545\t0.028\t-0.620\t0.078\t\n",
"OGLE-LMC-RRLYR-10208\t0.631\t0.051\t0.733\t0.019\t1.687\t0.042\t6560\t100\t0.110\t0.087\t0.610\t0.098\t0.503\t0.028\t-0.672\t0.078\t\n",
"OGLE-LMC-RRLYR-10209\t0.588\t0.051\t0.714\t0.019\t1.632\t0.042\t6510\t100\t0.187\t0.089\t0.71\t0.10\t0.519\t0.028\t-0.613\t0.079\t\n",
"OGLE-LMC-RRLYR-10211\t0.515\t0.061\t0.693\t0.023\t1.664\t0.044\t6780\t110\t0.162\t0.091\t0.63\t0.10\t0.456\t0.030\t-0.544\t0.087\t\n",
"OGLE-LMC-RRLYR-10220\t0.630\t0.050\t0.758\t0.019\t1.751\t0.041\t6610\t100\t-0.048\t0.087\t0.453\t0.098\t0.494\t0.028\t-0.816\t0.077\t\n",
"OGLE-LMC-RRLYR-10222\t0.554\t0.052\t0.703\t0.019\t1.643\t0.042\t6630\t100\t0.205\t0.088\t0.701\t0.099\t0.490\t0.028\t-0.551\t0.078\t\n",
"OGLE-LMC-RRLYR-10232\t0.703\t0.050\t0.757\t0.019\t1.634\t0.042\t6199\t99\t0.191\t0.087\t0.769\t0.099\t0.585\t0.028\t-0.737\t0.077\t\n",
"OGLE-LMC-RRLYR-10234\t0.611\t0.052\t0.734\t0.020\t1.711\t0.042\t6640\t100\t0.043\t0.088\t0.526\t0.099\t0.484\t0.029\t-0.714\t0.079\t\n",
"OGLE-LMC-RRLYR-10235\t0.721\t0.050\t0.806\t0.019\t1.743\t0.042\t6240\t100\t-0.080\t0.087\t0.487\t0.099\t0.574\t0.028\t-0.974\t0.077\t\n",
"OGLE-LMC-RRLYR-10236\t0.748\t0.050\t0.784\t0.019\t1.695\t0.042\t6222\t99\t0.058\t0.087\t0.626\t0.099\t0.578\t0.028\t-0.848\t0.077\t\n",
"OGLE-LMC-RRLYR-10237\t0.647\t0.051\t0.745\t0.019\t1.652\t0.042\t6340\t100\t0.159\t0.088\t0.69\t0.10\t0.553\t0.028\t-0.705\t0.078\t\n",
"OGLE-LMC-RRLYR-10241\t0.669\t0.051\t0.780\t0.019\t1.780\t0.042\t6550\t100\t-0.135\t0.087\t0.380\t0.099\t0.512\t0.028\t-0.932\t0.079\t\n",
"OGLE-LMC-RRLYR-10242\t0.698\t0.050\t0.754\t0.019\t1.691\t0.042\t6410\t100\t0.082\t0.087\t0.618\t0.098\t0.541\t0.028\t-0.760\t0.077\t\n",
"OGLE-LMC-RRLYR-10244\t0.673\t0.050\t0.747\t0.019\t1.669\t0.042\t6380\t100\t0.128\t0.087\t0.661\t0.099\t0.543\t0.028\t-0.718\t0.077\t\n",
"OGLE-LMC-RRLYR-10245\t0.594\t0.050\t0.698\t0.019\t1.646\t0.042\t6670\t100\t0.206\t0.087\t0.696\t0.098\t0.482\t0.028\t-0.541\t0.077\t\n",
"OGLE-LMC-RRLYR-10249\t0.626\t0.051\t0.721\t0.019\t1.668\t0.042\t6580\t100\t0.137\t0.087\t0.645\t0.099\t0.505\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-10250\t0.548\t0.051\t0.694\t0.019\t1.669\t0.042\t6790\t100\t0.168\t0.087\t0.628\t0.098\t0.450\t0.028\t-0.533\t0.078\t\n",
"OGLE-LMC-RRLYR-10251\t0.602\t0.050\t0.697\t0.019\t1.647\t0.042\t6680\t100\t0.227\t0.087\t0.712\t0.098\t0.478\t0.028\t-0.513\t0.077\t\n",
"OGLE-LMC-RRLYR-10254\t0.742\t0.051\t0.771\t0.020\t1.707\t0.043\t6340\t100\t0.052\t0.089\t0.58\t0.10\t0.548\t0.028\t-0.803\t0.079\t\n",
"OGLE-LMC-RRLYR-10259\t0.611\t0.051\t0.697\t0.019\t1.650\t0.042\t6700\t100\t0.214\t0.087\t0.698\t0.099\t0.476\t0.028\t-0.527\t0.078\t\n",
"OGLE-LMC-RRLYR-10262\t0.641\t0.051\t0.749\t0.020\t1.683\t0.044\t6460\t110\t0.095\t0.091\t0.60\t0.11\t0.513\t0.030\t-0.704\t0.079\t\n",
"OGLE-LMC-RRLYR-10273\t0.529\t0.050\t0.693\t0.019\t1.627\t0.042\t6650\t100\t0.216\t0.087\t0.710\t0.099\t0.487\t0.029\t-0.538\t0.078\t\n",
"OGLE-LMC-RRLYR-10277\t0.592\t0.050\t0.703\t0.019\t1.665\t0.042\t6710\t100\t0.159\t0.087\t0.641\t0.098\t0.474\t0.028\t-0.577\t0.077\t\n",
"OGLE-LMC-RRLYR-10278\t0.701\t0.050\t0.757\t0.019\t1.660\t0.042\t6300\t100\t0.135\t0.087\t0.702\t0.099\t0.571\t0.028\t-0.742\t0.078\t\n",
"OGLE-LMC-RRLYR-10280\t0.579\t0.050\t0.667\t0.019\t1.536\t0.042\t6480\t100\t0.451\t0.087\t0.965\t0.099\t0.522\t0.028\t-0.364\t0.078\t\n",
"OGLE-LMC-RRLYR-10282\t0.640\t0.051\t0.732\t0.019\t1.658\t0.042\t6450\t100\t0.145\t0.087\t0.675\t0.099\t0.532\t0.028\t-0.684\t0.078\t\n",
"OGLE-LMC-RRLYR-10284\t0.593\t0.050\t0.719\t0.019\t1.576\t0.042\t6270\t100\t0.311\t0.088\t0.87\t0.10\t0.572\t0.028\t-0.587\t0.077\t\n",
"OGLE-LMC-RRLYR-10285\t0.599\t0.050\t0.744\t0.019\t1.660\t0.044\t6410\t100\t0.113\t0.091\t0.64\t0.11\t0.531\t0.030\t-0.711\t0.078\t\n",
"OGLE-LMC-RRLYR-10286\t0.584\t0.052\t0.687\t0.020\t1.649\t0.042\t6770\t100\t0.232\t0.088\t0.697\t0.099\t0.457\t0.029\t-0.475\t0.080\t\n",
"OGLE-LMC-RRLYR-10287\t0.585\t0.050\t0.735\t0.019\t1.731\t0.042\t6720\t100\t-0.009\t0.087\t0.472\t0.098\t0.476\t0.029\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-10293\t0.619\t0.050\t0.725\t0.019\t1.692\t0.042\t6640\t100\t0.089\t0.087\t0.585\t0.098\t0.489\t0.028\t-0.671\t0.078\t\n",
"OGLE-LMC-RRLYR-10294\t0.662\t0.050\t0.754\t0.019\t1.718\t0.042\t6510\t100\t0.011\t0.087\t0.529\t0.099\t0.520\t0.028\t-0.797\t0.078\t\n",
"OGLE-LMC-RRLYR-10295\t0.626\t0.051\t0.698\t0.019\t1.595\t0.042\t6480\t100\t0.317\t0.088\t0.84\t0.10\t0.524\t0.028\t-0.497\t0.078\t\n",
"OGLE-LMC-RRLYR-10298\t0.604\t0.050\t0.731\t0.019\t1.628\t0.042\t6393\t99\t0.205\t0.088\t0.73\t0.10\t0.534\t0.028\t-0.630\t0.077\t\n",
"OGLE-LMC-RRLYR-10299\t0.628\t0.050\t0.725\t0.019\t1.705\t0.042\t6690\t100\t0.081\t0.087\t0.569\t0.099\t0.478\t0.028\t-0.662\t0.078\t\n",
"OGLE-LMC-RRLYR-10301\t0.635\t0.053\t0.757\t0.020\t1.749\t0.042\t6600\t100\t-0.044\t0.088\t0.456\t0.099\t0.496\t0.029\t-0.817\t0.082\t\n",
"OGLE-LMC-RRLYR-10302\t0.601\t0.050\t0.809\t0.020\t1.807\t0.042\t6430\t100\t-0.242\t0.088\t0.287\t0.099\t0.530\t0.028\t-1.061\t0.079\t\n",
"OGLE-LMC-RRLYR-10303\t0.738\t0.054\t0.777\t0.021\t1.692\t0.043\t6260\t100\t0.073\t0.089\t0.64\t0.10\t0.574\t0.029\t-0.817\t0.081\t\n",
"OGLE-LMC-RRLYR-10304\t0.689\t0.051\t0.746\t0.019\t1.702\t0.042\t6520\t100\t0.055\t0.087\t0.577\t0.099\t0.520\t0.028\t-0.754\t0.078\t\n",
"OGLE-LMC-RRLYR-10306\t0.737\t0.050\t0.778\t0.019\t1.716\t0.042\t6330\t100\t0.030\t0.087\t0.569\t0.099\t0.552\t0.028\t-0.829\t0.077\t\n",
"OGLE-LMC-RRLYR-10307\t0.659\t0.051\t0.734\t0.019\t1.660\t0.042\t6440\t100\t0.159\t0.087\t0.683\t0.099\t0.531\t0.028\t-0.672\t0.078\t\n",
"OGLE-LMC-RRLYR-10311\t0.628\t0.050\t0.767\t0.019\t1.680\t0.042\t6290\t99\t0.058\t0.087\t0.619\t0.099\t0.564\t0.028\t-0.821\t0.077\t\n",
"OGLE-LMC-RRLYR-10320\t0.649\t0.050\t0.733\t0.019\t1.702\t0.042\t6620\t100\t0.068\t0.087\t0.570\t0.099\t0.496\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-10322\t0.641\t0.050\t0.718\t0.019\t1.672\t0.042\t6610\t100\t0.139\t0.087\t0.640\t0.099\t0.497\t0.028\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-10327\t0.590\t0.050\t0.701\t0.019\t1.651\t0.042\t6670\t100\t0.208\t0.087\t0.697\t0.098\t0.481\t0.028\t-0.535\t0.077\t\n",
"OGLE-LMC-RRLYR-10330\t0.636\t0.052\t0.729\t0.019\t1.711\t0.042\t6690\t100\t0.063\t0.088\t0.557\t0.099\t0.484\t0.028\t-0.683\t0.080\t\n",
"OGLE-LMC-RRLYR-10331\t0.666\t0.052\t0.745\t0.020\t1.696\t0.042\t6490\t100\t0.078\t0.088\t0.58\t0.10\t0.519\t0.028\t-0.731\t0.079\t\n",
"OGLE-LMC-RRLYR-10334\t0.669\t0.051\t0.747\t0.020\t1.662\t0.042\t6350\t100\t0.143\t0.088\t0.679\t0.099\t0.549\t0.029\t-0.717\t0.079\t\n",
"OGLE-LMC-RRLYR-10337\t0.642\t0.049\t0.738\t0.019\t1.631\t0.042\t6349\t99\t0.205\t0.087\t0.750\t0.099\t0.553\t0.028\t-0.663\t0.077\t\n",
"OGLE-LMC-RRLYR-10338\t0.673\t0.051\t0.738\t0.019\t1.671\t0.042\t6450\t100\t0.141\t0.087\t0.660\t0.099\t0.527\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-10343\t0.636\t0.052\t0.735\t0.020\t1.728\t0.042\t6700\t100\t0.024\t0.088\t0.506\t0.099\t0.475\t0.028\t-0.711\t0.080\t\n",
"OGLE-LMC-RRLYR-10345\t0.652\t0.050\t0.725\t0.019\t1.668\t0.042\t6550\t100\t0.174\t0.088\t0.674\t0.099\t0.503\t0.028\t-0.609\t0.078\t\n",
"OGLE-LMC-RRLYR-10353\t0.606\t0.050\t0.783\t0.019\t1.767\t0.043\t6490\t100\t-0.135\t0.090\t0.37\t0.10\t0.505\t0.029\t-0.920\t0.078\t\n",
"OGLE-LMC-RRLYR-10355\t0.699\t0.051\t0.763\t0.020\t1.697\t0.042\t6350\t100\t0.040\t0.088\t0.60\t0.10\t0.554\t0.029\t-0.819\t0.079\t\n",
"OGLE-LMC-RRLYR-10357\t0.692\t0.050\t0.804\t0.019\t1.764\t0.042\t6320\t100\t-0.116\t0.087\t0.432\t0.099\t0.555\t0.028\t-0.982\t0.077\t\n",
"OGLE-LMC-RRLYR-10360\t0.590\t0.050\t0.731\t0.019\t1.604\t0.042\t6300\t100\t0.243\t0.088\t0.80\t0.10\t0.569\t0.028\t-0.648\t0.077\t\n",
"OGLE-LMC-RRLYR-10361\t0.694\t0.050\t0.722\t0.020\t1.612\t0.042\t6350\t100\t0.282\t0.088\t0.81\t0.10\t0.546\t0.028\t-0.574\t0.080\t\n",
"OGLE-LMC-RRLYR-10363\t0.623\t0.051\t0.728\t0.019\t1.662\t0.042\t6500\t100\t0.151\t0.087\t0.664\t0.099\t0.518\t0.028\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-10366\t0.714\t0.052\t0.751\t0.020\t1.679\t0.042\t6390\t100\t0.117\t0.087\t0.655\t0.099\t0.546\t0.028\t-0.735\t0.078\t\n",
"OGLE-LMC-RRLYR-10367\t0.719\t0.051\t0.758\t0.019\t1.698\t0.042\t6400\t100\t0.071\t0.087\t0.604\t0.099\t0.540\t0.028\t-0.771\t0.078\t\n",
"OGLE-LMC-RRLYR-10370\t0.722\t0.050\t0.760\t0.019\t1.671\t0.042\t6299\t99\t0.120\t0.087\t0.673\t0.099\t0.559\t0.028\t-0.755\t0.077\t\n",
"OGLE-LMC-RRLYR-10371\t0.587\t0.050\t0.725\t0.019\t1.715\t0.042\t6730\t100\t0.039\t0.087\t0.508\t0.099\t0.468\t0.028\t-0.687\t0.077\t\n",
"OGLE-LMC-RRLYR-10376\t0.563\t0.049\t0.698\t0.019\t1.659\t0.042\t6730\t100\t0.167\t0.087\t0.647\t0.098\t0.470\t0.028\t-0.563\t0.077\t\n",
"OGLE-LMC-RRLYR-10379\t0.614\t0.050\t0.722\t0.019\t1.692\t0.042\t6660\t100\t0.092\t0.087\t0.586\t0.098\t0.485\t0.028\t-0.658\t0.078\t\n",
"OGLE-LMC-RRLYR-10380\t0.656\t0.058\t0.704\t0.021\t1.682\t0.043\t6750\t110\t0.139\t0.090\t0.61\t0.10\t0.465\t0.029\t-0.586\t0.085\t\n",
"OGLE-LMC-RRLYR-10382\t0.729\t0.050\t0.801\t0.019\t1.743\t0.042\t6260\t100\t-0.061\t0.088\t0.49\t0.10\t0.566\t0.028\t-0.948\t0.077\t\n",
"OGLE-LMC-RRLYR-10383\t0.619\t0.051\t0.745\t0.019\t1.680\t0.042\t6440\t100\t0.086\t0.087\t0.608\t0.099\t0.530\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-10384\t0.600\t0.051\t0.706\t0.019\t1.691\t0.042\t6790\t100\t0.129\t0.087\t0.596\t0.098\t0.459\t0.028\t-0.582\t0.078\t\n",
"OGLE-LMC-RRLYR-10388\t0.616\t0.052\t0.690\t0.019\t1.637\t0.042\t6700\t100\t0.229\t0.088\t0.719\t0.099\t0.479\t0.028\t-0.513\t0.079\t\n",
"OGLE-LMC-RRLYR-10392\t0.654\t0.052\t0.710\t0.020\t1.645\t0.043\t6590\t100\t0.198\t0.090\t0.68\t0.10\t0.486\t0.029\t-0.557\t0.080\t\n",
"OGLE-LMC-RRLYR-10395\t0.708\t0.050\t0.771\t0.019\t1.686\t0.042\t6281\t99\t0.083\t0.087\t0.640\t0.099\t0.564\t0.028\t-0.800\t0.077\t\n",
"OGLE-LMC-RRLYR-10396\t0.720\t0.052\t0.758\t0.020\t1.708\t0.042\t6450\t100\t0.072\t0.088\t0.58\t0.10\t0.527\t0.029\t-0.749\t0.079\t\n",
"OGLE-LMC-RRLYR-10397\t0.598\t0.056\t0.779\t0.022\t1.693\t0.051\t6250\t130\t0.00\t0.10\t0.57\t0.12\t0.573\t0.036\t-0.888\t0.085\t\n",
"OGLE-LMC-RRLYR-10399\t0.695\t0.051\t0.811\t0.019\t1.800\t0.042\t6380\t100\t-0.210\t0.088\t0.339\t0.099\t0.548\t0.028\t-1.055\t0.079\t\n",
"OGLE-LMC-RRLYR-10404\t0.606\t0.051\t0.693\t0.019\t1.638\t0.042\t6690\t100\t0.224\t0.088\t0.68\t0.10\t0.460\t0.028\t-0.489\t0.078\t\n",
"OGLE-LMC-RRLYR-10407\t0.674\t0.051\t0.753\t0.019\t1.732\t0.042\t6580\t100\t-0.010\t0.087\t0.505\t0.099\t0.508\t0.028\t-0.797\t0.078\t\n",
"OGLE-LMC-RRLYR-10409\t0.628\t0.053\t0.724\t0.020\t1.631\t0.042\t6420\t100\t0.212\t0.088\t0.73\t0.10\t0.536\t0.028\t-0.622\t0.079\t\n",
"OGLE-LMC-RRLYR-10410\t0.741\t0.050\t0.792\t0.019\t1.770\t0.042\t6410\t100\t-0.102\t0.087\t0.446\t0.098\t0.541\t0.028\t-0.943\t0.077\t\n",
"OGLE-LMC-RRLYR-10411\t0.668\t0.050\t0.747\t0.019\t1.662\t0.042\t6360\t100\t0.144\t0.087\t0.681\t0.099\t0.547\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-10413\t0.649\t0.050\t0.763\t0.019\t1.669\t0.043\t6300\t100\t0.088\t0.089\t0.64\t0.10\t0.561\t0.028\t-0.783\t0.077\t\n",
"OGLE-LMC-RRLYR-10414\t0.636\t0.050\t0.815\t0.019\t1.795\t0.042\t6350\t100\t-0.211\t0.087\t0.333\t0.099\t0.548\t0.028\t-1.063\t0.078\t\n",
"OGLE-LMC-RRLYR-10417\t0.634\t0.051\t0.730\t0.019\t1.680\t0.042\t6560\t100\t0.126\t0.087\t0.628\t0.099\t0.505\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-10418\t0.577\t0.050\t0.739\t0.019\t1.723\t0.042\t6640\t100\t0.002\t0.087\t0.504\t0.098\t0.488\t0.028\t-0.756\t0.077\t\n",
"OGLE-LMC-RRLYR-10422\t0.740\t0.050\t0.760\t0.019\t1.680\t0.042\t6330\t100\t0.122\t0.087\t0.662\t0.099\t0.554\t0.028\t-0.746\t0.078\t\n",
"OGLE-LMC-RRLYR-10426\t0.602\t0.052\t0.694\t0.019\t1.667\t0.042\t6780\t100\t0.166\t0.088\t0.642\t0.099\t0.461\t0.028\t-0.549\t0.079\t\n",
"OGLE-LMC-RRLYR-10427\t0.716\t0.051\t0.749\t0.019\t1.718\t0.042\t6540\t100\t0.045\t0.087\t0.555\t0.099\t0.511\t0.028\t-0.751\t0.078\t\n",
"OGLE-LMC-RRLYR-10428\t0.617\t0.056\t0.720\t0.021\t1.636\t0.043\t6460\t110\t0.221\t0.089\t0.73\t0.10\t0.523\t0.030\t-0.599\t0.083\t\n",
"OGLE-LMC-RRLYR-10429\t0.599\t0.052\t0.713\t0.020\t1.673\t0.042\t6660\t100\t0.131\t0.088\t0.618\t0.099\t0.484\t0.028\t-0.620\t0.080\t\n",
"OGLE-LMC-RRLYR-10434\t0.575\t0.051\t0.751\t0.019\t1.735\t0.042\t6620\t100\t-0.048\t0.088\t0.45\t0.10\t0.497\t0.029\t-0.817\t0.079\t\n",
"OGLE-LMC-RRLYR-10436\t0.557\t0.050\t0.676\t0.019\t1.668\t0.041\t6900\t100\t0.174\t0.087\t0.617\t0.098\t0.426\t0.028\t-0.487\t0.077\t\n",
"OGLE-LMC-RRLYR-10439\t0.555\t0.050\t0.745\t0.019\t1.642\t0.042\t6320\t100\t0.140\t0.088\t0.68\t0.10\t0.553\t0.029\t-0.727\t0.077\t\n",
"OGLE-LMC-RRLYR-10442\t0.629\t0.050\t0.820\t0.019\t1.803\t0.042\t6340\t100\t-0.236\t0.088\t0.30\t0.10\t0.544\t0.029\t-1.087\t0.078\t\n",
"OGLE-LMC-RRLYR-10443\t0.629\t0.052\t0.716\t0.019\t1.673\t0.042\t6640\t100\t0.135\t0.087\t0.642\t0.099\t0.492\t0.028\t-0.629\t0.078\t\n",
"OGLE-LMC-RRLYR-10444\t0.668\t0.051\t0.792\t0.019\t1.721\t0.043\t6240\t110\t-0.064\t0.089\t0.50\t0.10\t0.569\t0.030\t-0.951\t0.078\t\n",
"OGLE-LMC-RRLYR-10446\t0.653\t0.052\t0.711\t0.020\t1.682\t0.042\t6710\t100\t0.139\t0.088\t0.625\t0.099\t0.477\t0.028\t-0.600\t0.079\t\n",
"OGLE-LMC-RRLYR-10447\t0.614\t0.050\t0.735\t0.019\t1.720\t0.042\t6680\t100\t0.020\t0.087\t0.514\t0.098\t0.485\t0.028\t-0.732\t0.077\t\n",
"OGLE-LMC-RRLYR-10448\t0.689\t0.050\t0.765\t0.019\t1.686\t0.042\t6320\t100\t0.081\t0.087\t0.627\t0.099\t0.555\t0.028\t-0.786\t0.077\t\n",
"OGLE-LMC-RRLYR-10450\t0.603\t0.051\t0.693\t0.019\t1.627\t0.042\t6650\t100\t0.253\t0.087\t0.749\t0.099\t0.489\t0.028\t-0.505\t0.078\t\n",
"OGLE-LMC-RRLYR-10451\t0.615\t0.051\t0.732\t0.019\t1.629\t0.042\t6370\t100\t0.222\t0.088\t0.75\t0.10\t0.547\t0.028\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-10452\t0.564\t0.050\t0.699\t0.019\t1.636\t0.042\t6620\t100\t0.205\t0.087\t0.702\t0.099\t0.494\t0.028\t-0.558\t0.077\t\n",
"OGLE-LMC-RRLYR-10456\t0.604\t0.052\t0.715\t0.019\t1.707\t0.042\t6770\t100\t0.065\t0.088\t0.533\t0.099\t0.458\t0.029\t-0.645\t0.079\t\n",
"OGLE-LMC-RRLYR-10458\t0.588\t0.049\t0.736\t0.019\t1.735\t0.041\t6730\t100\t-0.019\t0.087\t0.462\t0.098\t0.475\t0.028\t-0.759\t0.077\t\n",
"OGLE-LMC-RRLYR-10459\t0.660\t0.051\t0.746\t0.020\t1.709\t0.042\t6540\t100\t0.056\t0.087\t0.573\t0.099\t0.511\t0.028\t-0.744\t0.079\t\n",
"OGLE-LMC-RRLYR-10469\t0.684\t0.050\t0.768\t0.019\t1.768\t0.042\t6600\t100\t-0.084\t0.087\t0.425\t0.098\t0.502\t0.028\t-0.863\t0.078\t\n",
"OGLE-LMC-RRLYR-10472\t0.658\t0.053\t0.749\t0.020\t1.673\t0.042\t6380\t100\t0.100\t0.089\t0.64\t0.10\t0.547\t0.028\t-0.752\t0.081\t\n",
"OGLE-LMC-RRLYR-10475\t0.641\t0.053\t0.714\t0.019\t1.662\t0.042\t6610\t100\t0.175\t0.087\t0.680\t0.099\t0.496\t0.028\t-0.593\t0.078\t\n",
"OGLE-LMC-RRLYR-10483\t0.614\t0.051\t0.762\t0.019\t1.703\t0.044\t6420\t100\t0.022\t0.091\t0.54\t0.10\t0.524\t0.029\t-0.792\t0.079\t\n",
"OGLE-LMC-RRLYR-10486\t0.578\t0.051\t0.697\t0.020\t1.647\t0.042\t6670\t100\t0.223\t0.088\t0.70\t0.10\t0.478\t0.029\t-0.520\t0.079\t\n",
"OGLE-LMC-RRLYR-10489\t0.584\t0.049\t0.720\t0.019\t1.706\t0.041\t6740\t100\t0.064\t0.087\t0.538\t0.098\t0.471\t0.028\t-0.668\t0.077\t\n",
"OGLE-LMC-RRLYR-10496\t0.691\t0.051\t0.769\t0.019\t1.726\t0.042\t6430\t100\t-0.003\t0.087\t0.525\t0.098\t0.533\t0.028\t-0.832\t0.078\t\n",
"OGLE-LMC-RRLYR-10499\t0.670\t0.052\t0.732\t0.020\t1.609\t0.044\t6300\t100\t0.248\t0.093\t0.81\t0.11\t0.568\t0.029\t-0.620\t0.081\t\n",
"OGLE-LMC-RRLYR-10504\t0.674\t0.050\t0.758\t0.019\t1.656\t0.042\t6280\t100\t0.140\t0.087\t0.702\t0.099\t0.570\t0.028\t-0.743\t0.077\t\n",
"OGLE-LMC-RRLYR-10512\t0.623\t0.050\t0.740\t0.019\t1.629\t0.042\t6325\t99\t0.202\t0.088\t0.752\t0.099\t0.562\t0.028\t-0.675\t0.077\t\n",
"OGLE-LMC-RRLYR-10514\t0.608\t0.051\t0.769\t0.020\t1.747\t0.045\t6530\t110\t-0.069\t0.093\t0.41\t0.11\t0.490\t0.030\t-0.829\t0.079\t\n",
"OGLE-LMC-RRLYR-10515\t0.688\t0.052\t0.732\t0.020\t1.639\t0.042\t6370\t100\t0.193\t0.088\t0.743\t0.099\t0.552\t0.028\t-0.666\t0.079\t\n",
"OGLE-LMC-RRLYR-10517\t0.612\t0.051\t0.716\t0.019\t1.666\t0.042\t6620\t100\t0.147\t0.087\t0.646\t0.099\t0.495\t0.028\t-0.620\t0.078\t\n",
"OGLE-LMC-RRLYR-10521\t0.668\t0.051\t0.733\t0.020\t1.698\t0.042\t6600\t100\t0.086\t0.087\t0.590\t0.099\t0.499\t0.029\t-0.692\t0.079\t\n",
"OGLE-LMC-RRLYR-10523\t0.706\t0.050\t0.763\t0.019\t1.671\t0.042\t6280\t100\t0.118\t0.087\t0.672\t0.099\t0.565\t0.028\t-0.762\t0.078\t\n",
"OGLE-LMC-RRLYR-10533\t0.601\t0.051\t0.715\t0.019\t1.681\t0.042\t6670\t100\t0.114\t0.087\t0.599\t0.099\t0.482\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-10536\t0.672\t0.050\t0.768\t0.019\t1.698\t0.042\t6383\t99\t0.052\t0.088\t0.590\t0.099\t0.544\t0.028\t-0.792\t0.077\t\n",
"OGLE-LMC-RRLYR-10538\t0.639\t0.051\t0.776\t0.019\t1.741\t0.042\t6430\t100\t-0.065\t0.088\t0.458\t0.099\t0.531\t0.028\t-0.891\t0.079\t\n",
"OGLE-LMC-RRLYR-10539\t0.689\t0.051\t0.739\t0.019\t1.660\t0.042\t6400\t100\t0.173\t0.087\t0.702\t0.099\t0.538\t0.028\t-0.666\t0.078\t\n",
"OGLE-LMC-RRLYR-10541\t0.699\t0.057\t0.787\t0.022\t1.794\t0.044\t6550\t110\t-0.158\t0.092\t0.36\t0.10\t0.514\t0.030\t-0.958\t0.088\t\n",
"OGLE-LMC-RRLYR-10545\t0.634\t0.052\t0.731\t0.020\t1.651\t0.042\t6440\t100\t0.144\t0.089\t0.68\t0.10\t0.536\t0.028\t-0.689\t0.080\t\n",
"OGLE-LMC-RRLYR-10550\t0.623\t0.052\t0.760\t0.020\t1.749\t0.042\t6590\t100\t-0.065\t0.088\t0.441\t0.099\t0.501\t0.028\t-0.842\t0.079\t\n",
"OGLE-LMC-RRLYR-10570\t0.696\t0.051\t0.825\t0.020\t1.790\t0.044\t6260\t110\t-0.199\t0.091\t0.35\t0.11\t0.562\t0.031\t-1.074\t0.079\t\n",
"OGLE-LMC-RRLYR-10571\t0.576\t0.054\t0.699\t0.020\t1.662\t0.042\t6740\t100\t0.163\t0.088\t0.649\t0.099\t0.471\t0.029\t-0.564\t0.081\t\n",
"OGLE-LMC-RRLYR-10596\t0.698\t0.052\t0.746\t0.020\t1.692\t0.042\t6460\t100\t0.081\t0.088\t0.60\t0.10\t0.530\t0.029\t-0.746\t0.080\t\n",
"OGLE-LMC-RRLYR-10598\t0.647\t0.054\t0.736\t0.020\t1.668\t0.043\t6460\t100\t0.127\t0.088\t0.64\t0.10\t0.528\t0.028\t-0.693\t0.080\t\n",
"OGLE-LMC-RRLYR-10603\t0.638\t0.051\t0.745\t0.019\t1.707\t0.042\t6540\t100\t0.050\t0.087\t0.562\t0.098\t0.509\t0.028\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-10610\t0.724\t0.055\t0.757\t0.021\t1.734\t0.043\t6550\t100\t0.037\t0.090\t0.53\t0.10\t0.505\t0.029\t-0.745\t0.083\t\n",
"OGLE-LMC-RRLYR-10616\t0.633\t0.050\t0.727\t0.019\t1.633\t0.043\t6440\t100\t0.198\t0.090\t0.72\t0.10\t0.527\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-10617\t0.671\t0.055\t0.730\t0.020\t1.688\t0.042\t6570\t100\t0.107\t0.088\t0.616\t0.099\t0.505\t0.029\t-0.677\t0.081\t\n",
"OGLE-LMC-RRLYR-10619\t0.720\t0.055\t0.739\t0.020\t1.683\t0.043\t6500\t100\t0.143\t0.089\t0.66\t0.10\t0.522\t0.029\t-0.672\t0.081\t\n",
"OGLE-LMC-RRLYR-10623\t0.642\t0.050\t0.748\t0.019\t1.656\t0.042\t6350\t100\t0.141\t0.088\t0.68\t0.10\t0.541\t0.028\t-0.707\t0.077\t\n",
"OGLE-LMC-RRLYR-10625\t0.705\t0.050\t0.796\t0.019\t1.809\t0.042\t6540\t100\t-0.195\t0.087\t0.330\t0.098\t0.518\t0.028\t-0.999\t0.078\t\n",
"OGLE-LMC-RRLYR-10627\t0.527\t0.050\t0.685\t0.019\t1.649\t0.042\t6780\t100\t0.190\t0.087\t0.662\t0.099\t0.454\t0.028\t-0.521\t0.077\t\n",
"OGLE-LMC-RRLYR-10629\t0.648\t0.063\t0.719\t0.022\t1.676\t0.044\t6630\t110\t0.130\t0.091\t0.63\t0.10\t0.495\t0.029\t-0.629\t0.086\t\n",
"OGLE-LMC-RRLYR-10630\t0.780\t0.051\t0.735\t0.019\t1.683\t0.042\t6510\t100\t0.129\t0.089\t0.64\t0.10\t0.505\t0.028\t-0.654\t0.078\t\n",
"OGLE-LMC-RRLYR-10638\t0.672\t0.050\t0.737\t0.019\t1.699\t0.042\t6570\t100\t0.105\t0.087\t0.609\t0.098\t0.503\t0.028\t-0.680\t0.078\t\n",
"OGLE-LMC-RRLYR-10644\t0.666\t0.050\t0.780\t0.019\t1.696\t0.042\t6245\t99\t0.016\t0.087\t0.589\t0.099\t0.574\t0.028\t-0.878\t0.077\t\n",
"OGLE-LMC-RRLYR-10648\t0.668\t0.060\t0.723\t0.022\t1.676\t0.045\t6590\t110\t0.155\t0.093\t0.66\t0.10\t0.502\t0.030\t-0.631\t0.087\t\n",
"OGLE-LMC-RRLYR-10652\t0.677\t0.050\t0.756\t0.019\t1.656\t0.042\t6304\t99\t0.141\t0.088\t0.699\t0.099\t0.564\t0.028\t-0.735\t0.077\t\n",
"OGLE-LMC-RRLYR-10655\t0.678\t0.053\t0.710\t0.020\t1.672\t0.042\t6660\t100\t0.151\t0.088\t0.657\t0.099\t0.488\t0.028\t-0.608\t0.080\t\n",
"OGLE-LMC-RRLYR-10662\t0.632\t0.050\t0.731\t0.019\t1.685\t0.042\t6570\t100\t0.116\t0.087\t0.621\t0.098\t0.503\t0.028\t-0.667\t0.078\t\n",
"OGLE-LMC-RRLYR-10665\t0.663\t0.051\t0.742\t0.019\t1.683\t0.042\t6470\t100\t0.099\t0.087\t0.622\t0.099\t0.527\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-10666\t0.587\t0.052\t0.748\t0.020\t1.721\t0.042\t6570\t100\t-0.005\t0.088\t0.496\t0.099\t0.502\t0.029\t-0.784\t0.080\t\n",
"OGLE-LMC-RRLYR-10672\t0.578\t0.055\t0.690\t0.020\t1.663\t0.043\t6790\t100\t0.171\t0.089\t0.642\t0.099\t0.457\t0.028\t-0.539\t0.081\t\n",
"OGLE-LMC-RRLYR-10673\t0.645\t0.052\t0.745\t0.020\t1.668\t0.042\t6400\t100\t0.123\t0.087\t0.657\t0.099\t0.540\t0.028\t-0.719\t0.078\t\n",
"OGLE-LMC-RRLYR-10675\t0.581\t0.050\t0.714\t0.019\t1.697\t0.042\t6750\t100\t0.084\t0.087\t0.560\t0.098\t0.465\t0.028\t-0.637\t0.078\t\n",
"OGLE-LMC-RRLYR-10680\t0.528\t0.050\t0.669\t0.019\t1.573\t0.042\t6630\t100\t0.340\t0.087\t0.840\t0.099\t0.495\t0.028\t-0.423\t0.077\t\n",
"OGLE-LMC-RRLYR-10681\t0.696\t0.050\t0.751\t0.019\t1.659\t0.042\t6320\t100\t0.154\t0.087\t0.699\t0.099\t0.556\t0.028\t-0.716\t0.077\t\n",
"OGLE-LMC-RRLYR-10683\t0.645\t0.053\t0.708\t0.020\t1.673\t0.042\t6690\t100\t0.160\t0.088\t0.643\t0.099\t0.479\t0.028\t-0.584\t0.080\t\n",
"OGLE-LMC-RRLYR-10690\t0.648\t0.051\t0.732\t0.019\t1.680\t0.042\t6540\t100\t0.124\t0.087\t0.634\t0.099\t0.511\t0.028\t-0.674\t0.078\t\n",
"OGLE-LMC-RRLYR-10692\t0.594\t0.050\t0.705\t0.019\t1.615\t0.042\t6500\t100\t0.240\t0.087\t0.772\t0.099\t0.526\t0.028\t-0.569\t0.077\t\n",
"OGLE-LMC-RRLYR-10694\t0.675\t0.051\t0.729\t0.019\t1.696\t0.042\t6610\t100\t0.111\t0.088\t0.60\t0.10\t0.487\t0.028\t-0.656\t0.078\t\n",
"OGLE-LMC-RRLYR-10695\t0.608\t0.051\t0.750\t0.019\t1.715\t0.042\t6530\t100\t0.000\t0.087\t0.517\t0.099\t0.513\t0.028\t-0.793\t0.078\t\n",
"OGLE-LMC-RRLYR-10703\t0.648\t0.052\t0.725\t0.020\t1.666\t0.042\t6550\t100\t0.187\t0.088\t0.69\t0.10\t0.505\t0.028\t-0.600\t0.080\t\n",
"OGLE-LMC-RRLYR-10706\t0.737\t0.051\t0.767\t0.019\t1.714\t0.042\t6400\t100\t0.050\t0.087\t0.582\t0.099\t0.539\t0.028\t-0.795\t0.078\t\n",
"OGLE-LMC-RRLYR-10707\t0.643\t0.050\t0.742\t0.019\t1.611\t0.042\t6241\t99\t0.226\t0.087\t0.802\t0.099\t0.581\t0.028\t-0.682\t0.077\t\n",
"OGLE-LMC-RRLYR-10709\t0.620\t0.051\t0.703\t0.019\t1.697\t0.042\t6820\t100\t0.124\t0.087\t0.583\t0.099\t0.448\t0.028\t-0.572\t0.078\t\n",
"OGLE-LMC-RRLYR-10711\t0.675\t0.052\t0.702\t0.019\t1.609\t0.042\t6490\t100\t0.282\t0.087\t0.807\t0.099\t0.527\t0.028\t-0.538\t0.078\t\n",
"OGLE-LMC-RRLYR-10712\t0.589\t0.050\t0.721\t0.019\t1.670\t0.042\t6580\t100\t0.129\t0.087\t0.626\t0.098\t0.500\t0.028\t-0.648\t0.077\t\n",
"OGLE-LMC-RRLYR-10713\t0.597\t0.050\t0.712\t0.019\t1.676\t0.042\t6690\t100\t0.129\t0.087\t0.621\t0.098\t0.481\t0.028\t-0.617\t0.078\t\n",
"OGLE-LMC-RRLYR-10716\t0.700\t0.051\t0.752\t0.020\t1.672\t0.042\t6360\t100\t0.125\t0.088\t0.663\t0.099\t0.549\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-10717\t0.610\t0.052\t0.707\t0.019\t1.666\t0.042\t6680\t100\t0.156\t0.087\t0.652\t0.099\t0.484\t0.028\t-0.593\t0.079\t\n",
"OGLE-LMC-RRLYR-10718\t0.637\t0.050\t0.728\t0.019\t1.653\t0.042\t6460\t100\t0.163\t0.087\t0.684\t0.099\t0.528\t0.028\t-0.661\t0.078\t\n",
"OGLE-LMC-RRLYR-10725\t0.633\t0.051\t0.715\t0.019\t1.650\t0.042\t6560\t100\t0.188\t0.087\t0.704\t0.099\t0.510\t0.028\t-0.606\t0.077\t\n",
"OGLE-LMC-RRLYR-10726\t0.705\t0.053\t0.763\t0.020\t1.728\t0.042\t6480\t100\t0.017\t0.088\t0.534\t0.099\t0.522\t0.029\t-0.799\t0.080\t\n",
"OGLE-LMC-RRLYR-10728\t0.744\t0.050\t0.760\t0.019\t1.675\t0.042\t6300\t100\t0.119\t0.087\t0.675\t0.099\t0.564\t0.028\t-0.763\t0.077\t\n",
"OGLE-LMC-RRLYR-10730\t0.644\t0.051\t0.723\t0.019\t1.660\t0.042\t6530\t100\t0.162\t0.087\t0.678\t0.099\t0.515\t0.028\t-0.642\t0.078\t\n",
"OGLE-LMC-RRLYR-10733\t0.645\t0.050\t0.712\t0.019\t1.668\t0.042\t6640\t100\t0.155\t0.087\t0.651\t0.098\t0.490\t0.028\t-0.605\t0.077\t\n",
"OGLE-LMC-RRLYR-10736\t0.688\t0.051\t0.760\t0.019\t1.665\t0.043\t6290\t100\t0.128\t0.090\t0.68\t0.10\t0.560\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-10737\t0.699\t0.051\t0.741\t0.019\t1.680\t0.042\t6470\t100\t0.144\t0.087\t0.662\t0.098\t0.525\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-10738\t0.692\t0.051\t0.798\t0.019\t1.789\t0.042\t6450\t100\t-0.172\t0.087\t0.357\t0.098\t0.530\t0.028\t-0.995\t0.079\t\n",
"OGLE-LMC-RRLYR-10740\t0.711\t0.052\t0.752\t0.020\t1.699\t0.042\t6450\t100\t0.081\t0.088\t0.602\t0.099\t0.528\t0.028\t-0.739\t0.079\t\n",
"OGLE-LMC-RRLYR-10741\t0.578\t0.050\t0.713\t0.019\t1.654\t0.042\t6590\t100\t0.155\t0.087\t0.660\t0.099\t0.501\t0.028\t-0.622\t0.077\t\n",
"OGLE-LMC-RRLYR-10742\t0.581\t0.052\t0.715\t0.020\t1.668\t0.042\t6630\t100\t0.148\t0.088\t0.645\t0.099\t0.489\t0.029\t-0.611\t0.080\t\n",
"OGLE-LMC-RRLYR-10744\t0.676\t0.051\t0.731\t0.019\t1.655\t0.042\t6450\t100\t0.176\t0.087\t0.707\t0.099\t0.532\t0.028\t-0.656\t0.078\t\n",
"OGLE-LMC-RRLYR-10748\t0.683\t0.052\t0.732\t0.019\t1.667\t0.042\t6470\t100\t0.148\t0.088\t0.673\t0.099\t0.527\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-10750\t0.738\t0.051\t0.758\t0.019\t1.695\t0.042\t6380\t100\t0.085\t0.087\t0.613\t0.099\t0.543\t0.028\t-0.764\t0.078\t\n",
"OGLE-LMC-RRLYR-10751\t0.639\t0.051\t0.735\t0.019\t1.671\t0.042\t6480\t100\t0.116\t0.087\t0.646\t0.099\t0.525\t0.028\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-10752\t0.700\t0.056\t0.762\t0.021\t1.744\t0.043\t6540\t110\t-0.033\t0.090\t0.47\t0.10\t0.511\t0.029\t-0.829\t0.083\t\n",
"OGLE-LMC-RRLYR-10753\t0.722\t0.053\t0.790\t0.020\t1.771\t0.042\t6440\t100\t-0.120\t0.088\t0.425\t0.099\t0.539\t0.029\t-0.958\t0.080\t\n",
"OGLE-LMC-RRLYR-10756\t0.746\t0.051\t0.758\t0.019\t1.717\t0.042\t6470\t100\t0.067\t0.087\t0.587\t0.099\t0.525\t0.028\t-0.754\t0.078\t\n",
"OGLE-LMC-RRLYR-10758\t0.634\t0.050\t0.753\t0.019\t1.742\t0.042\t6620\t100\t-0.039\t0.087\t0.468\t0.098\t0.498\t0.028\t-0.813\t0.077\t\n",
"OGLE-LMC-RRLYR-10759\t0.711\t0.051\t0.762\t0.019\t1.638\t0.042\t6198\t99\t0.161\t0.088\t0.74\t0.10\t0.588\t0.028\t-0.767\t0.078\t\n",
"OGLE-LMC-RRLYR-10761\t0.621\t0.050\t0.725\t0.019\t1.682\t0.042\t6610\t100\t0.106\t0.087\t0.613\t0.098\t0.498\t0.028\t-0.665\t0.077\t\n",
"OGLE-LMC-RRLYR-10763\t0.678\t0.051\t0.741\t0.019\t1.659\t0.042\t6390\t100\t0.163\t0.087\t0.696\t0.099\t0.542\t0.028\t-0.682\t0.078\t\n",
"OGLE-LMC-RRLYR-10764\t0.713\t0.051\t0.822\t0.019\t1.834\t0.042\t6430\t100\t-0.277\t0.087\t0.269\t0.098\t0.540\t0.028\t-1.112\t0.079\t\n",
"OGLE-LMC-RRLYR-10767\t0.647\t0.052\t0.733\t0.020\t1.673\t0.042\t6500\t100\t0.137\t0.088\t0.653\t0.099\t0.518\t0.029\t-0.675\t0.080\t\n",
"OGLE-LMC-RRLYR-10768\t0.755\t0.066\t0.766\t0.024\t1.744\t0.045\t6540\t110\t0.015\t0.094\t0.52\t0.10\t0.511\t0.031\t-0.778\t0.093\t\n",
"OGLE-LMC-RRLYR-10775\t0.554\t0.051\t0.708\t0.019\t1.641\t0.042\t6590\t100\t0.175\t0.087\t0.689\t0.099\t0.503\t0.028\t-0.601\t0.078\t\n",
"OGLE-LMC-RRLYR-10776\t0.656\t0.050\t0.723\t0.019\t1.581\t0.042\t6273\t99\t0.324\t0.087\t0.891\t0.099\t0.577\t0.028\t-0.572\t0.077\t\n",
"OGLE-LMC-RRLYR-10778\t0.729\t0.050\t0.759\t0.019\t1.689\t0.042\t6350\t100\t0.075\t0.087\t0.630\t0.099\t0.556\t0.028\t-0.791\t0.077\t\n",
"OGLE-LMC-RRLYR-10782\t0.584\t0.050\t0.727\t0.019\t1.755\t0.042\t6860\t100\t-0.024\t0.087\t0.422\t0.099\t0.442\t0.028\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-10786\t0.620\t0.050\t0.733\t0.019\t1.699\t0.042\t6610\t100\t0.065\t0.087\t0.570\t0.098\t0.497\t0.028\t-0.705\t0.077\t\n",
"OGLE-LMC-RRLYR-10792\t0.567\t0.051\t0.698\t0.019\t1.638\t0.042\t6650\t100\t0.247\t0.087\t0.727\t0.099\t0.484\t0.028\t-0.503\t0.078\t\n",
"OGLE-LMC-RRLYR-10793\t0.586\t0.055\t0.710\t0.020\t1.684\t0.042\t6720\t110\t0.110\t0.088\t0.592\t0.099\t0.473\t0.030\t-0.623\t0.083\t\n",
"OGLE-LMC-RRLYR-10794\t0.615\t0.052\t0.730\t0.020\t1.651\t0.042\t6450\t100\t0.157\t0.088\t0.689\t0.099\t0.532\t0.028\t-0.672\t0.079\t\n",
"OGLE-LMC-RRLYR-10795\t0.549\t0.051\t0.688\t0.019\t1.617\t0.042\t6650\t100\t0.274\t0.087\t0.764\t0.099\t0.486\t0.028\t-0.481\t0.078\t\n",
"OGLE-LMC-RRLYR-10797\t0.658\t0.050\t0.770\t0.019\t1.686\t0.042\t6310\t100\t0.063\t0.088\t0.61\t0.10\t0.557\t0.028\t-0.806\t0.077\t\n",
"OGLE-LMC-RRLYR-10799\t0.653\t0.052\t0.732\t0.020\t1.701\t0.042\t6610\t100\t0.093\t0.087\t0.590\t0.099\t0.494\t0.028\t-0.676\t0.079\t\n",
"OGLE-LMC-RRLYR-10801\t0.672\t0.050\t0.752\t0.019\t1.649\t0.042\t6280\t100\t0.160\t0.087\t0.718\t0.099\t0.569\t0.028\t-0.729\t0.077\t\n",
"OGLE-LMC-RRLYR-10804\t0.647\t0.050\t0.725\t0.019\t1.678\t0.042\t6580\t100\t0.147\t0.087\t0.647\t0.098\t0.499\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-10806\t0.664\t0.052\t0.743\t0.020\t1.705\t0.042\t6550\t100\t0.077\t0.087\t0.589\t0.098\t0.508\t0.028\t-0.715\t0.079\t\n",
"OGLE-LMC-RRLYR-10808\t0.554\t0.050\t0.665\t0.019\t1.557\t0.042\t6590\t100\t0.386\t0.087\t0.894\t0.099\t0.504\t0.028\t-0.394\t0.077\t\n",
"OGLE-LMC-RRLYR-10811\t0.684\t0.051\t0.740\t0.019\t1.683\t0.042\t6480\t100\t0.109\t0.087\t0.622\t0.099\t0.524\t0.028\t-0.708\t0.078\t\n",
"OGLE-LMC-RRLYR-10812\t0.652\t0.050\t0.756\t0.019\t1.738\t0.042\t6570\t100\t-0.025\t0.087\t0.482\t0.099\t0.506\t0.028\t-0.812\t0.077\t\n",
"OGLE-LMC-RRLYR-10814\t0.753\t0.053\t0.761\t0.020\t1.715\t0.042\t6450\t100\t0.067\t0.088\t0.600\t0.099\t0.532\t0.029\t-0.766\t0.081\t\n",
"OGLE-LMC-RRLYR-10815\t0.694\t0.051\t0.794\t0.019\t1.810\t0.042\t6560\t100\t-0.194\t0.087\t0.322\t0.099\t0.511\t0.028\t-0.986\t0.078\t\n",
"OGLE-LMC-RRLYR-10817\t0.610\t0.056\t0.714\t0.021\t1.666\t0.044\t6620\t110\t0.151\t0.091\t0.64\t0.10\t0.493\t0.029\t-0.614\t0.085\t\n",
"OGLE-LMC-RRLYR-10819\t0.638\t0.051\t0.739\t0.020\t1.656\t0.042\t6400\t100\t0.159\t0.088\t0.686\t0.099\t0.538\t0.028\t-0.682\t0.079\t\n",
"OGLE-LMC-RRLYR-10823\t0.621\t0.051\t0.720\t0.019\t1.656\t0.042\t6530\t100\t0.189\t0.087\t0.698\t0.099\t0.510\t0.028\t-0.610\t0.078\t\n",
"OGLE-LMC-RRLYR-10827\t0.658\t0.051\t0.732\t0.019\t1.676\t0.042\t6520\t100\t0.119\t0.087\t0.639\t0.099\t0.519\t0.028\t-0.689\t0.078\t\n",
"OGLE-LMC-RRLYR-10828\t0.623\t0.054\t0.826\t0.020\t1.836\t0.042\t6410\t100\t-0.325\t0.088\t0.230\t0.099\t0.543\t0.029\t-1.162\t0.082\t\n",
"OGLE-LMC-RRLYR-10832\t0.663\t0.051\t0.769\t0.019\t1.740\t0.042\t6480\t100\t-0.050\t0.087\t0.485\t0.099\t0.527\t0.028\t-0.866\t0.078\t\n",
"OGLE-LMC-RRLYR-10834\t0.588\t0.051\t0.703\t0.019\t1.677\t0.042\t6750\t100\t0.141\t0.087\t0.618\t0.098\t0.465\t0.028\t-0.579\t0.078\t\n",
"OGLE-LMC-RRLYR-10837\t0.653\t0.051\t0.747\t0.019\t1.712\t0.042\t6550\t100\t0.038\t0.087\t0.554\t0.098\t0.510\t0.028\t-0.754\t0.078\t\n",
"OGLE-LMC-RRLYR-10845\t0.594\t0.051\t0.711\t0.019\t1.687\t0.042\t6720\t100\t0.126\t0.087\t0.606\t0.099\t0.468\t0.028\t-0.599\t0.078\t\n",
"OGLE-LMC-RRLYR-10846\t0.646\t0.051\t0.724\t0.019\t1.674\t0.042\t6580\t100\t0.163\t0.088\t0.669\t0.099\t0.501\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-10847\t0.654\t0.053\t0.734\t0.020\t1.702\t0.042\t6610\t100\t0.072\t0.087\t0.583\t0.098\t0.498\t0.029\t-0.697\t0.079\t\n",
"OGLE-LMC-RRLYR-10849\t0.566\t0.050\t0.709\t0.019\t1.690\t0.042\t6760\t100\t0.105\t0.087\t0.578\t0.098\t0.462\t0.028\t-0.609\t0.078\t\n",
"OGLE-LMC-RRLYR-10850\t0.692\t0.051\t0.755\t0.019\t1.668\t0.042\t6330\t100\t0.128\t0.087\t0.672\t0.099\t0.555\t0.028\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-10851\t0.589\t0.054\t0.750\t0.020\t1.713\t0.043\t6550\t110\t0.014\t0.088\t0.54\t0.10\t0.515\t0.030\t-0.787\t0.081\t\n",
"OGLE-LMC-RRLYR-10853\t0.542\t0.051\t0.682\t0.019\t1.662\t0.042\t6860\t100\t0.179\t0.087\t0.634\t0.098\t0.440\t0.028\t-0.501\t0.078\t\n",
"OGLE-LMC-RRLYR-10856\t0.648\t0.051\t0.748\t0.019\t1.742\t0.042\t6650\t100\t-0.015\t0.087\t0.483\t0.099\t0.489\t0.028\t-0.774\t0.078\t\n",
"OGLE-LMC-RRLYR-10858\t0.689\t0.050\t0.763\t0.019\t1.669\t0.043\t6280\t100\t0.126\t0.089\t0.68\t0.10\t0.561\t0.029\t-0.758\t0.077\t\n",
"OGLE-LMC-RRLYR-10860\t0.669\t0.053\t0.740\t0.020\t1.675\t0.042\t6450\t100\t0.141\t0.088\t0.662\t0.099\t0.525\t0.029\t-0.682\t0.080\t\n",
"OGLE-LMC-RRLYR-10862\t0.626\t0.051\t0.757\t0.019\t1.674\t0.043\t6350\t100\t0.092\t0.088\t0.63\t0.10\t0.551\t0.028\t-0.772\t0.078\t\n",
"OGLE-LMC-RRLYR-10863\t0.624\t0.053\t0.726\t0.020\t1.685\t0.042\t6610\t100\t0.095\t0.088\t0.604\t0.099\t0.498\t0.029\t-0.678\t0.081\t\n",
"OGLE-LMC-RRLYR-10865\t0.722\t0.052\t0.765\t0.020\t1.788\t0.042\t6700\t100\t-0.108\t0.088\t0.368\t0.099\t0.479\t0.029\t-0.845\t0.080\t\n",
"OGLE-LMC-RRLYR-10870\t0.625\t0.051\t0.773\t0.019\t1.730\t0.042\t6420\t100\t-0.052\t0.088\t0.494\t0.099\t0.542\t0.028\t-0.886\t0.079\t\n",
"OGLE-LMC-RRLYR-10871\t0.702\t0.059\t0.745\t0.022\t1.685\t0.044\t6440\t110\t0.090\t0.092\t0.63\t0.10\t0.536\t0.030\t-0.747\t0.086\t\n",
"OGLE-LMC-RRLYR-10878\t0.579\t0.052\t0.678\t0.020\t1.640\t0.042\t6800\t100\t0.231\t0.088\t0.700\t0.099\t0.454\t0.029\t-0.474\t0.079\t\n",
"OGLE-LMC-RRLYR-10880\t0.568\t0.050\t0.727\t0.019\t1.592\t0.042\t6280\t100\t0.259\t0.088\t0.83\t0.10\t0.573\t0.028\t-0.631\t0.078\t\n",
"OGLE-LMC-RRLYR-10881\t0.696\t0.051\t0.774\t0.019\t1.744\t0.042\t6460\t100\t-0.047\t0.087\t0.479\t0.099\t0.527\t0.028\t-0.869\t0.078\t\n",
"OGLE-LMC-RRLYR-10882\t0.653\t0.052\t0.741\t0.020\t1.663\t0.042\t6410\t100\t0.157\t0.088\t0.683\t0.099\t0.536\t0.028\t-0.681\t0.079\t\n",
"OGLE-LMC-RRLYR-10889\t0.646\t0.050\t0.735\t0.019\t1.677\t0.042\t6500\t100\t0.122\t0.087\t0.638\t0.098\t0.519\t0.028\t-0.686\t0.077\t\n",
"OGLE-LMC-RRLYR-10890\t0.648\t0.049\t0.756\t0.019\t1.643\t0.042\t6229\t99\t0.147\t0.087\t0.723\t0.098\t0.578\t0.028\t-0.757\t0.077\t\n",
"OGLE-LMC-RRLYR-10893\t0.608\t0.052\t0.695\t0.019\t1.677\t0.042\t6800\t100\t0.158\t0.088\t0.623\t0.099\t0.454\t0.028\t-0.548\t0.079\t\n",
"OGLE-LMC-RRLYR-10894\t0.623\t0.052\t0.723\t0.019\t1.674\t0.042\t6590\t100\t0.130\t0.087\t0.637\t0.099\t0.500\t0.028\t-0.649\t0.078\t\n",
"OGLE-LMC-RRLYR-10896\t0.704\t0.051\t0.749\t0.019\t1.711\t0.042\t6520\t100\t0.051\t0.087\t0.566\t0.099\t0.517\t0.028\t-0.755\t0.078\t\n",
"OGLE-LMC-RRLYR-10897\t0.620\t0.050\t0.729\t0.019\t1.693\t0.042\t6610\t100\t0.106\t0.087\t0.608\t0.099\t0.493\t0.028\t-0.658\t0.077\t\n",
"OGLE-LMC-RRLYR-10900\t0.661\t0.050\t0.751\t0.019\t1.672\t0.042\t6370\t100\t0.124\t0.087\t0.654\t0.099\t0.542\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-10902\t0.695\t0.052\t0.741\t0.019\t1.715\t0.042\t6600\t100\t0.051\t0.088\t0.556\t0.099\t0.500\t0.028\t-0.727\t0.079\t\n",
"OGLE-LMC-RRLYR-10903\t0.740\t0.050\t0.792\t0.019\t1.716\t0.042\t6260\t100\t-0.001\t0.089\t0.56\t0.10\t0.568\t0.029\t-0.897\t0.078\t\n",
"OGLE-LMC-RRLYR-10904\t0.599\t0.050\t0.759\t0.019\t1.779\t0.042\t6710\t100\t-0.121\t0.087\t0.358\t0.099\t0.476\t0.028\t-0.859\t0.078\t\n",
"OGLE-LMC-RRLYR-10912\t0.602\t0.050\t0.714\t0.019\t1.694\t0.042\t6730\t100\t0.097\t0.087\t0.568\t0.099\t0.468\t0.028\t-0.631\t0.077\t\n",
"OGLE-LMC-RRLYR-10915\t0.566\t0.050\t0.693\t0.019\t1.652\t0.042\t6740\t100\t0.206\t0.087\t0.688\t0.098\t0.465\t0.028\t-0.518\t0.077\t\n",
"OGLE-LMC-RRLYR-10919\t0.620\t0.050\t0.738\t0.019\t1.724\t0.042\t6660\t100\t0.010\t0.087\t0.504\t0.098\t0.486\t0.028\t-0.744\t0.077\t\n",
"OGLE-LMC-RRLYR-10921\t0.618\t0.051\t0.722\t0.019\t1.678\t0.042\t6600\t100\t0.116\t0.087\t0.617\t0.099\t0.498\t0.028\t-0.656\t0.078\t\n",
"OGLE-LMC-RRLYR-10924\t0.619\t0.052\t0.719\t0.020\t1.686\t0.042\t6650\t100\t0.130\t0.088\t0.618\t0.099\t0.484\t0.028\t-0.629\t0.079\t\n",
"OGLE-LMC-RRLYR-10926\t0.654\t0.053\t0.754\t0.021\t1.651\t0.046\t6270\t110\t0.128\t0.093\t0.69\t0.11\t0.571\t0.029\t-0.763\t0.081\t\n",
"OGLE-LMC-RRLYR-10936\t0.645\t0.051\t0.824\t0.020\t1.812\t0.043\t6360\t110\t-0.263\t0.090\t0.27\t0.10\t0.539\t0.031\t-1.108\t0.079\t\n",
"OGLE-LMC-RRLYR-10938\t0.602\t0.050\t0.733\t0.019\t1.630\t0.043\t6380\t100\t0.192\t0.090\t0.73\t0.10\t0.541\t0.029\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-10939\t0.593\t0.050\t0.779\t0.019\t1.780\t0.043\t6550\t100\t-0.163\t0.089\t0.32\t0.10\t0.483\t0.029\t-0.911\t0.078\t\n",
"OGLE-LMC-RRLYR-10952\t0.687\t0.050\t0.717\t0.019\t1.611\t0.042\t6390\t100\t0.296\t0.088\t0.81\t0.10\t0.538\t0.028\t-0.543\t0.079\t\n",
"OGLE-LMC-RRLYR-10953\t0.606\t0.050\t0.754\t0.019\t1.764\t0.042\t6690\t100\t-0.088\t0.087\t0.396\t0.099\t0.479\t0.028\t-0.828\t0.077\t\n",
"OGLE-LMC-RRLYR-10956\t0.611\t0.050\t0.736\t0.019\t1.628\t0.042\t6350\t100\t0.190\t0.088\t0.73\t0.10\t0.551\t0.028\t-0.666\t0.077\t\n",
"OGLE-LMC-RRLYR-10960\t0.705\t0.051\t0.758\t0.019\t1.702\t0.042\t6420\t100\t0.061\t0.088\t0.58\t0.10\t0.534\t0.028\t-0.771\t0.078\t\n",
"OGLE-LMC-RRLYR-10962\t0.727\t0.050\t0.764\t0.019\t1.679\t0.042\t6302\t99\t0.124\t0.087\t0.671\t0.099\t0.558\t0.028\t-0.753\t0.077\t\n",
"OGLE-LMC-RRLYR-10963\t0.687\t0.052\t0.723\t0.019\t1.706\t0.042\t6700\t100\t0.090\t0.087\t0.577\t0.099\t0.477\t0.028\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-10965\t0.662\t0.051\t0.726\t0.019\t1.671\t0.042\t6540\t100\t0.151\t0.088\t0.662\t0.099\t0.511\t0.028\t-0.645\t0.079\t\n",
"OGLE-LMC-RRLYR-10967\t0.612\t0.052\t0.721\t0.020\t1.707\t0.042\t6740\t100\t0.066\t0.088\t0.547\t0.099\t0.472\t0.028\t-0.661\t0.079\t\n",
"OGLE-LMC-RRLYR-10968\t0.621\t0.063\t0.713\t0.022\t1.674\t0.045\t6650\t110\t0.144\t0.092\t0.62\t0.10\t0.484\t0.030\t-0.607\t0.087\t\n",
"OGLE-LMC-RRLYR-10970\t0.615\t0.053\t0.713\t0.020\t1.670\t0.042\t6660\t100\t0.158\t0.088\t0.656\t0.099\t0.486\t0.028\t-0.587\t0.079\t\n",
"OGLE-LMC-RRLYR-10973\t0.724\t0.051\t0.785\t0.019\t1.736\t0.042\t6340\t100\t-0.033\t0.087\t0.506\t0.099\t0.550\t0.028\t-0.889\t0.078\t\n",
"OGLE-LMC-RRLYR-10975\t0.694\t0.050\t0.809\t0.019\t1.820\t0.042\t6490\t100\t-0.239\t0.087\t0.295\t0.098\t0.529\t0.028\t-1.059\t0.078\t\n",
"OGLE-LMC-RRLYR-10981\t0.579\t0.050\t0.705\t0.019\t1.583\t0.042\t6380\t100\t0.310\t0.087\t0.842\t0.099\t0.543\t0.028\t-0.537\t0.077\t\n",
"OGLE-LMC-RRLYR-10983\t0.647\t0.056\t0.723\t0.021\t1.686\t0.044\t6630\t110\t0.130\t0.090\t0.61\t0.10\t0.489\t0.030\t-0.628\t0.083\t\n",
"OGLE-LMC-RRLYR-10986\t0.632\t0.055\t0.713\t0.020\t1.679\t0.042\t6680\t100\t0.140\t0.088\t0.634\t0.099\t0.482\t0.029\t-0.608\t0.080\t\n",
"OGLE-LMC-RRLYR-10988\t0.626\t0.053\t0.718\t0.020\t1.664\t0.043\t6580\t100\t0.164\t0.091\t0.65\t0.10\t0.489\t0.028\t-0.603\t0.081\t\n",
"OGLE-LMC-RRLYR-10991\t0.740\t0.051\t0.763\t0.019\t1.705\t0.042\t6380\t100\t0.058\t0.087\t0.592\t0.099\t0.543\t0.028\t-0.791\t0.078\t\n",
"OGLE-LMC-RRLYR-10993\t0.650\t0.050\t0.736\t0.019\t1.681\t0.042\t6510\t100\t0.098\t0.087\t0.621\t0.099\t0.519\t0.028\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-11003\t0.631\t0.051\t0.722\t0.019\t1.636\t0.042\t6440\t100\t0.206\t0.087\t0.730\t0.099\t0.531\t0.028\t-0.624\t0.078\t\n",
"OGLE-LMC-RRLYR-11004\t0.576\t0.050\t0.741\t0.019\t1.708\t0.041\t6590\t100\t0.020\t0.087\t0.537\t0.098\t0.504\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-11006\t0.524\t0.051\t0.670\t0.019\t1.621\t0.042\t6780\t100\t0.261\t0.088\t0.71\t0.10\t0.452\t0.028\t-0.450\t0.078\t\n",
"OGLE-LMC-RRLYR-11007\t0.588\t0.050\t0.737\t0.019\t1.620\t0.043\t6320\t100\t0.199\t0.091\t0.75\t0.10\t0.558\t0.029\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-11010\t0.621\t0.050\t0.719\t0.019\t1.693\t0.042\t6690\t100\t0.108\t0.087\t0.597\t0.098\t0.477\t0.028\t-0.633\t0.077\t\n",
"OGLE-LMC-RRLYR-11011\t0.619\t0.051\t0.708\t0.019\t1.647\t0.042\t6590\t100\t0.183\t0.088\t0.689\t0.099\t0.497\t0.028\t-0.592\t0.078\t\n",
"OGLE-LMC-RRLYR-11012\t0.644\t0.051\t0.728\t0.019\t1.648\t0.042\t6440\t100\t0.177\t0.087\t0.704\t0.099\t0.531\t0.028\t-0.656\t0.078\t\n",
"OGLE-LMC-RRLYR-11015\t0.682\t0.050\t0.765\t0.019\t1.673\t0.042\t6290\t100\t0.096\t0.087\t0.652\t0.099\t0.568\t0.028\t-0.786\t0.077\t\n",
"OGLE-LMC-RRLYR-11025\t0.696\t0.050\t0.755\t0.019\t1.676\t0.042\t6350\t100\t0.123\t0.087\t0.658\t0.099\t0.548\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-11031\t0.620\t0.050\t0.717\t0.019\t1.644\t0.042\t6530\t100\t0.215\t0.087\t0.723\t0.099\t0.511\t0.028\t-0.578\t0.078\t\n",
"OGLE-LMC-RRLYR-11032\t0.559\t0.052\t0.684\t0.020\t1.648\t0.042\t6790\t100\t0.212\t0.088\t0.688\t0.099\t0.458\t0.028\t-0.496\t0.080\t\n",
"OGLE-LMC-RRLYR-11033\t0.610\t0.053\t0.705\t0.020\t1.654\t0.042\t6660\t100\t0.198\t0.088\t0.690\t0.099\t0.486\t0.029\t-0.555\t0.079\t\n",
"OGLE-LMC-RRLYR-11034\t0.675\t0.051\t0.786\t0.019\t1.773\t0.042\t6480\t100\t-0.138\t0.087\t0.391\t0.099\t0.527\t0.028\t-0.954\t0.078\t\n",
"OGLE-LMC-RRLYR-11035\t0.657\t0.051\t0.748\t0.020\t1.663\t0.043\t6360\t100\t0.137\t0.089\t0.67\t0.10\t0.547\t0.028\t-0.717\t0.079\t\n",
"OGLE-LMC-RRLYR-11039\t0.661\t0.050\t0.747\t0.019\t1.651\t0.042\t6350\t100\t0.156\t0.088\t0.70\t0.10\t0.545\t0.028\t-0.693\t0.077\t\n",
"OGLE-LMC-RRLYR-11046\t0.689\t0.051\t0.753\t0.019\t1.694\t0.042\t6440\t100\t0.090\t0.087\t0.629\t0.098\t0.533\t0.028\t-0.742\t0.079\t\n",
"OGLE-LMC-RRLYR-11047\t0.703\t0.052\t0.792\t0.020\t1.796\t0.042\t6530\t100\t-0.163\t0.088\t0.362\t0.099\t0.517\t0.029\t-0.966\t0.080\t\n",
"OGLE-LMC-RRLYR-11048\t0.660\t0.050\t0.749\t0.019\t1.647\t0.042\t6300\t100\t0.159\t0.088\t0.71\t0.10\t0.562\t0.028\t-0.715\t0.077\t\n",
"OGLE-LMC-RRLYR-11049\t0.663\t0.050\t0.791\t0.019\t1.740\t0.042\t6333\t99\t-0.068\t0.087\t0.480\t0.099\t0.553\t0.028\t-0.929\t0.077\t\n",
"OGLE-LMC-RRLYR-11050\t0.674\t0.050\t0.734\t0.019\t1.677\t0.042\t6510\t100\t0.156\t0.087\t0.674\t0.098\t0.514\t0.028\t-0.647\t0.078\t\n",
"OGLE-LMC-RRLYR-11051\t0.780\t0.051\t0.764\t0.019\t1.698\t0.042\t6340\t100\t0.081\t0.087\t0.633\t0.099\t0.557\t0.028\t-0.794\t0.078\t\n",
"OGLE-LMC-RRLYR-11055\t0.709\t0.050\t0.801\t0.019\t1.803\t0.042\t6480\t100\t-0.183\t0.087\t0.361\t0.098\t0.529\t0.028\t-1.005\t0.077\t\n",
"OGLE-LMC-RRLYR-11060\t0.557\t0.050\t0.695\t0.019\t1.600\t0.042\t6520\t100\t0.270\t0.087\t0.802\t0.098\t0.515\t0.028\t-0.532\t0.078\t\n",
"OGLE-LMC-RRLYR-11062\t0.531\t0.051\t0.670\t0.019\t1.600\t0.042\t6720\t100\t0.320\t0.087\t0.797\t0.099\t0.470\t0.028\t-0.409\t0.078\t\n",
"OGLE-LMC-RRLYR-11064\t0.651\t0.050\t0.740\t0.019\t1.679\t0.042\t6470\t100\t0.111\t0.087\t0.637\t0.098\t0.527\t0.028\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-11065\t0.568\t0.051\t0.687\t0.019\t1.640\t0.042\t6730\t100\t0.237\t0.087\t0.706\t0.099\t0.465\t0.028\t-0.486\t0.079\t\n",
"OGLE-LMC-RRLYR-11067\t0.586\t0.054\t0.691\t0.020\t1.671\t0.043\t6810\t100\t0.166\t0.089\t0.63\t0.10\t0.452\t0.028\t-0.540\t0.081\t\n",
"OGLE-LMC-RRLYR-11068\t0.639\t0.051\t0.755\t0.019\t1.701\t0.042\t6450\t100\t0.047\t0.087\t0.560\t0.099\t0.525\t0.028\t-0.772\t0.078\t\n",
"OGLE-LMC-RRLYR-11069\t0.549\t0.051\t0.696\t0.019\t1.647\t0.042\t6670\t100\t0.157\t0.088\t0.651\t0.099\t0.481\t0.028\t-0.592\t0.078\t\n",
"OGLE-LMC-RRLYR-11071\t0.575\t0.051\t0.711\t0.019\t1.647\t0.042\t6580\t100\t0.192\t0.087\t0.694\t0.099\t0.502\t0.028\t-0.588\t0.078\t\n",
"OGLE-LMC-RRLYR-11081\t0.722\t0.050\t0.821\t0.019\t1.792\t0.043\t6330\t110\t-0.208\t0.090\t0.32\t0.10\t0.542\t0.030\t-1.051\t0.078\t\n",
"OGLE-LMC-RRLYR-11083\t0.599\t0.051\t0.708\t0.019\t1.657\t0.042\t6640\t100\t0.171\t0.087\t0.667\t0.099\t0.490\t0.028\t-0.590\t0.078\t\n",
"OGLE-LMC-RRLYR-11084\t0.697\t0.052\t0.738\t0.019\t1.688\t0.042\t6520\t100\t0.111\t0.087\t0.627\t0.099\t0.517\t0.028\t-0.694\t0.078\t\n",
"OGLE-LMC-RRLYR-11088\t0.691\t0.051\t0.768\t0.019\t1.737\t0.042\t6480\t100\t-0.006\t0.087\t0.520\t0.098\t0.522\t0.028\t-0.821\t0.078\t\n",
"OGLE-LMC-RRLYR-11091\t0.631\t0.051\t0.714\t0.019\t1.682\t0.042\t6680\t100\t0.147\t0.087\t0.634\t0.099\t0.479\t0.028\t-0.600\t0.078\t\n",
"OGLE-LMC-RRLYR-11092\t0.714\t0.051\t0.757\t0.020\t1.699\t0.042\t6420\t100\t0.092\t0.087\t0.618\t0.099\t0.534\t0.028\t-0.740\t0.079\t\n",
"OGLE-LMC-RRLYR-11093\t0.619\t0.050\t0.708\t0.019\t1.629\t0.042\t6530\t100\t0.250\t0.087\t0.761\t0.099\t0.513\t0.028\t-0.550\t0.078\t\n",
"OGLE-LMC-RRLYR-11097\t0.735\t0.050\t0.769\t0.019\t1.660\t0.042\t6210\t100\t0.137\t0.087\t0.716\t0.099\t0.587\t0.028\t-0.774\t0.077\t\n",
"OGLE-LMC-RRLYR-11098\t0.708\t0.050\t0.771\t0.019\t1.733\t0.042\t6430\t100\t-0.024\t0.087\t0.514\t0.099\t0.537\t0.028\t-0.860\t0.078\t\n",
"OGLE-LMC-RRLYR-11100\t0.644\t0.051\t0.765\t0.020\t1.702\t0.042\t6370\t100\t0.021\t0.088\t0.56\t0.10\t0.546\t0.028\t-0.828\t0.079\t\n",
"OGLE-LMC-RRLYR-11104\t0.693\t0.052\t0.735\t0.019\t1.706\t0.042\t6610\t100\t0.073\t0.088\t0.573\t0.099\t0.498\t0.028\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-11107\t0.637\t0.050\t0.720\t0.019\t1.584\t0.042\t6290\t99\t0.304\t0.088\t0.86\t0.10\t0.569\t0.028\t-0.588\t0.077\t\n",
"OGLE-LMC-RRLYR-11108\t0.573\t0.060\t0.709\t0.022\t1.619\t0.045\t6510\t110\t0.247\t0.093\t0.78\t0.10\t0.522\t0.029\t-0.560\t0.086\t\n",
"OGLE-LMC-RRLYR-11110\t0.603\t0.050\t0.761\t0.019\t1.718\t0.043\t6480\t100\t-0.015\t0.090\t0.49\t0.10\t0.508\t0.029\t-0.806\t0.078\t\n",
"OGLE-LMC-RRLYR-11111\t0.732\t0.050\t0.737\t0.019\t1.644\t0.042\t6370\t100\t0.210\t0.089\t0.75\t0.10\t0.541\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-11114\t0.663\t0.051\t0.734\t0.019\t1.684\t0.042\t6540\t100\t0.097\t0.087\t0.628\t0.098\t0.516\t0.028\t-0.703\t0.078\t\n",
"OGLE-LMC-RRLYR-11115\t0.656\t0.050\t0.736\t0.019\t1.683\t0.042\t6510\t100\t0.113\t0.087\t0.625\t0.099\t0.515\t0.028\t-0.693\t0.078\t\n",
"OGLE-LMC-RRLYR-11116\t0.640\t0.050\t0.732\t0.019\t1.690\t0.042\t6590\t100\t0.088\t0.087\t0.599\t0.098\t0.502\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-11117\t0.714\t0.051\t0.808\t0.019\t1.844\t0.042\t6580\t100\t-0.265\t0.087\t0.241\t0.099\t0.507\t0.028\t-1.048\t0.078\t\n",
"OGLE-LMC-RRLYR-11120\t0.601\t0.051\t0.719\t0.019\t1.701\t0.042\t6730\t100\t0.082\t0.087\t0.563\t0.098\t0.473\t0.028\t-0.648\t0.078\t\n",
"OGLE-LMC-RRLYR-11123\t0.577\t0.050\t0.731\t0.019\t1.726\t0.042\t6720\t100\t0.005\t0.087\t0.481\t0.099\t0.472\t0.028\t-0.724\t0.077\t\n",
"OGLE-LMC-RRLYR-11124\t0.727\t0.050\t0.774\t0.019\t1.710\t0.042\t6350\t100\t0.062\t0.087\t0.593\t0.099\t0.547\t0.028\t-0.793\t0.077\t\n",
"OGLE-LMC-RRLYR-11130\t0.652\t0.050\t0.736\t0.019\t1.641\t0.042\t6370\t100\t0.186\t0.087\t0.724\t0.098\t0.546\t0.028\t-0.670\t0.077\t\n",
"OGLE-LMC-RRLYR-11131\t0.629\t0.050\t0.718\t0.019\t1.665\t0.042\t6600\t100\t0.147\t0.087\t0.654\t0.099\t0.501\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-11132\t0.663\t0.051\t0.732\t0.019\t1.660\t0.042\t6460\t100\t0.165\t0.087\t0.686\t0.099\t0.528\t0.028\t-0.655\t0.078\t\n",
"OGLE-LMC-RRLYR-11133\t0.561\t0.051\t0.722\t0.019\t1.696\t0.042\t6670\t100\t0.076\t0.087\t0.570\t0.098\t0.480\t0.028\t-0.675\t0.078\t\n",
"OGLE-LMC-RRLYR-11137\t0.739\t0.054\t0.824\t0.021\t1.817\t0.044\t6350\t110\t-0.248\t0.091\t0.29\t0.10\t0.551\t0.030\t-1.101\t0.085\t\n",
"OGLE-LMC-RRLYR-11138\t0.612\t0.051\t0.729\t0.019\t1.607\t0.043\t6310\t100\t0.237\t0.089\t0.79\t0.10\t0.562\t0.029\t-0.642\t0.078\t\n",
"OGLE-LMC-RRLYR-11142\t0.584\t0.053\t0.702\t0.020\t1.664\t0.042\t6720\t100\t0.163\t0.088\t0.649\t0.099\t0.474\t0.029\t-0.567\t0.080\t\n",
"OGLE-LMC-RRLYR-11145\t0.695\t0.052\t0.751\t0.020\t1.695\t0.042\t6440\t100\t0.077\t0.087\t0.602\t0.099\t0.533\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-11146\t0.730\t0.050\t0.760\t0.019\t1.692\t0.042\t6380\t100\t0.091\t0.088\t0.63\t0.10\t0.543\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-11148\t0.704\t0.053\t0.752\t0.020\t1.705\t0.042\t6480\t100\t0.066\t0.088\t0.589\t0.099\t0.523\t0.028\t-0.753\t0.080\t\n",
"OGLE-LMC-RRLYR-11150\t0.634\t0.050\t0.771\t0.019\t1.736\t0.042\t6450\t100\t-0.049\t0.087\t0.465\t0.099\t0.525\t0.028\t-0.868\t0.078\t\n",
"OGLE-LMC-RRLYR-11153\t0.590\t0.050\t0.744\t0.019\t1.771\t0.042\t6790\t100\t-0.075\t0.087\t0.392\t0.098\t0.458\t0.028\t-0.783\t0.078\t\n",
"OGLE-LMC-RRLYR-11157\t0.670\t0.050\t0.784\t0.019\t1.728\t0.042\t6320\t100\t-0.048\t0.087\t0.504\t0.099\t0.558\t0.028\t-0.915\t0.078\t\n",
"OGLE-LMC-RRLYR-11158\t0.635\t0.050\t0.770\t0.019\t1.770\t0.042\t6600\t100\t-0.112\t0.087\t0.399\t0.098\t0.503\t0.028\t-0.894\t0.078\t\n",
"OGLE-LMC-RRLYR-11167\t0.612\t0.054\t0.731\t0.020\t1.656\t0.042\t6460\t100\t0.149\t0.088\t0.673\t0.099\t0.528\t0.028\t-0.669\t0.080\t\n",
"OGLE-LMC-RRLYR-11171\t0.574\t0.050\t0.735\t0.019\t1.736\t0.042\t6740\t100\t-0.012\t0.087\t0.467\t0.098\t0.467\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-11173\t0.636\t0.050\t0.710\t0.019\t1.620\t0.042\t6470\t100\t0.249\t0.087\t0.777\t0.099\t0.529\t0.028\t-0.575\t0.078\t\n",
"OGLE-LMC-RRLYR-11177\t0.715\t0.051\t0.795\t0.019\t1.804\t0.042\t6530\t100\t-0.181\t0.087\t0.348\t0.098\t0.519\t0.028\t-0.986\t0.078\t\n",
"OGLE-LMC-RRLYR-11184\t0.605\t0.050\t0.749\t0.019\t1.733\t0.042\t6610\t100\t-0.020\t0.087\t0.476\t0.098\t0.494\t0.028\t-0.789\t0.078\t\n",
"OGLE-LMC-RRLYR-11185\t0.659\t0.050\t0.761\t0.019\t1.766\t0.042\t6650\t100\t-0.081\t0.087\t0.418\t0.098\t0.492\t0.028\t-0.846\t0.078\t\n",
"OGLE-LMC-RRLYR-11186\t0.688\t0.051\t0.809\t0.020\t1.785\t0.042\t6350\t100\t-0.183\t0.088\t0.369\t0.099\t0.550\t0.028\t-1.036\t0.079\t\n",
"OGLE-LMC-RRLYR-11187\t0.688\t0.052\t0.744\t0.019\t1.714\t0.042\t6580\t100\t0.046\t0.087\t0.561\t0.098\t0.507\t0.028\t-0.740\t0.079\t\n",
"OGLE-LMC-RRLYR-11189\t0.542\t0.050\t0.711\t0.019\t1.711\t0.042\t6840\t100\t0.074\t0.087\t0.535\t0.098\t0.450\t0.028\t-0.618\t0.078\t\n",
"OGLE-LMC-RRLYR-11203\t0.534\t0.052\t0.661\t0.020\t1.589\t0.043\t6740\t100\t0.373\t0.089\t0.83\t0.10\t0.464\t0.029\t-0.348\t0.080\t\n",
"OGLE-LMC-RRLYR-11204\t0.648\t0.050\t0.726\t0.019\t1.697\t0.042\t6650\t100\t0.087\t0.087\t0.582\t0.098\t0.489\t0.028\t-0.671\t0.077\t\n",
"OGLE-LMC-RRLYR-11206\t0.599\t0.050\t0.730\t0.019\t1.634\t0.043\t6420\t100\t0.186\t0.089\t0.71\t0.10\t0.530\t0.029\t-0.640\t0.078\t\n",
"OGLE-LMC-RRLYR-11210\t0.697\t0.062\t0.752\t0.023\t1.673\t0.045\t6350\t110\t0.109\t0.093\t0.64\t0.10\t0.551\t0.030\t-0.752\t0.089\t\n",
"OGLE-LMC-RRLYR-11211\t0.657\t0.051\t0.771\t0.020\t1.780\t0.042\t6620\t100\t-0.116\t0.087\t0.387\t0.098\t0.496\t0.029\t-0.887\t0.079\t\n",
"OGLE-LMC-RRLYR-11215\t0.624\t0.051\t0.709\t0.019\t1.671\t0.042\t6680\t100\t0.157\t0.087\t0.650\t0.098\t0.482\t0.028\t-0.588\t0.077\t\n",
"OGLE-LMC-RRLYR-11219\t0.591\t0.051\t0.689\t0.019\t1.608\t0.042\t6610\t100\t0.311\t0.088\t0.816\t0.099\t0.496\t0.028\t-0.459\t0.078\t\n",
"OGLE-LMC-RRLYR-11220\t0.756\t0.051\t0.776\t0.019\t1.722\t0.042\t6370\t100\t0.024\t0.087\t0.563\t0.098\t0.548\t0.028\t-0.830\t0.078\t\n",
"OGLE-LMC-RRLYR-11229\t0.575\t0.050\t0.720\t0.019\t1.602\t0.042\t6370\t100\t0.257\t0.088\t0.79\t0.10\t0.543\t0.028\t-0.596\t0.077\t\n",
"OGLE-LMC-RRLYR-11230\t0.589\t0.050\t0.684\t0.019\t1.635\t0.042\t6730\t100\t0.241\t0.087\t0.724\t0.098\t0.470\t0.028\t-0.488\t0.078\t\n",
"OGLE-LMC-RRLYR-11233\t0.699\t0.050\t0.754\t0.019\t1.678\t0.042\t6360\t100\t0.113\t0.087\t0.659\t0.099\t0.549\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-11234\t0.690\t0.051\t0.735\t0.019\t1.684\t0.042\t6530\t100\t0.131\t0.087\t0.645\t0.098\t0.515\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-11239\t0.667\t0.059\t0.741\t0.021\t1.687\t0.044\t6510\t110\t0.084\t0.091\t0.61\t0.10\t0.525\t0.029\t-0.730\t0.084\t\n",
"OGLE-LMC-RRLYR-11240\t0.637\t0.054\t0.733\t0.020\t1.664\t0.043\t6470\t100\t0.126\t0.089\t0.65\t0.10\t0.529\t0.028\t-0.692\t0.080\t\n",
"OGLE-LMC-RRLYR-11241\t0.661\t0.052\t0.735\t0.019\t1.713\t0.042\t6650\t100\t0.053\t0.087\t0.549\t0.098\t0.489\t0.028\t-0.705\t0.079\t\n",
"OGLE-LMC-RRLYR-11247\t0.678\t0.052\t0.740\t0.020\t1.701\t0.042\t6550\t100\t0.084\t0.087\t0.593\t0.099\t0.510\t0.028\t-0.711\t0.079\t\n",
"OGLE-LMC-RRLYR-11252\t0.593\t0.054\t0.691\t0.020\t1.651\t0.043\t6750\t100\t0.206\t0.089\t0.68\t0.10\t0.467\t0.029\t-0.517\t0.081\t\n",
"OGLE-LMC-RRLYR-11253\t0.640\t0.058\t0.739\t0.022\t1.646\t0.045\t6340\t100\t0.156\t0.093\t0.70\t0.11\t0.553\t0.029\t-0.700\t0.085\t\n",
"OGLE-LMC-RRLYR-11257\t0.613\t0.050\t0.722\t0.019\t1.671\t0.042\t6570\t100\t0.139\t0.087\t0.641\t0.098\t0.502\t0.028\t-0.642\t0.077\t\n",
"OGLE-LMC-RRLYR-11258\t0.614\t0.053\t0.705\t0.020\t1.680\t0.042\t6740\t100\t0.140\t0.088\t0.622\t0.099\t0.468\t0.029\t-0.585\t0.080\t\n",
"OGLE-LMC-RRLYR-11259\t0.658\t0.051\t0.728\t0.019\t1.667\t0.042\t6520\t100\t0.172\t0.087\t0.677\t0.098\t0.512\t0.028\t-0.626\t0.078\t\n",
"OGLE-LMC-RRLYR-11260\t0.737\t0.051\t0.747\t0.019\t1.760\t0.042\t6720\t100\t-0.002\t0.087\t0.470\t0.098\t0.468\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-11263\t0.678\t0.051\t0.762\t0.019\t1.716\t0.042\t6430\t100\t0.007\t0.087\t0.531\t0.099\t0.532\t0.028\t-0.819\t0.078\t\n",
"OGLE-LMC-RRLYR-11265\t0.599\t0.052\t0.708\t0.020\t1.650\t0.042\t6610\t100\t0.217\t0.089\t0.70\t0.10\t0.491\t0.028\t-0.551\t0.079\t\n",
"OGLE-LMC-RRLYR-11266\t0.614\t0.050\t0.755\t0.019\t1.659\t0.042\t6316\t99\t0.115\t0.087\t0.669\t0.099\t0.562\t0.028\t-0.764\t0.077\t\n",
"OGLE-LMC-RRLYR-11267\t0.738\t0.050\t0.765\t0.019\t1.682\t0.042\t6300\t100\t0.110\t0.087\t0.658\t0.099\t0.559\t0.028\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-11273\t0.604\t0.050\t0.727\t0.019\t1.711\t0.042\t6700\t100\t0.049\t0.087\t0.537\t0.098\t0.478\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-11274\t0.614\t0.050\t0.709\t0.019\t1.665\t0.042\t6660\t100\t0.154\t0.087\t0.646\t0.099\t0.487\t0.028\t-0.599\t0.077\t\n",
"OGLE-LMC-RRLYR-11276\t0.682\t0.051\t0.832\t0.020\t1.831\t0.042\t6350\t100\t-0.278\t0.088\t0.264\t0.099\t0.548\t0.028\t-1.128\t0.079\t\n",
"OGLE-LMC-RRLYR-11279\t0.761\t0.051\t0.775\t0.019\t1.709\t0.042\t6320\t100\t0.052\t0.087\t0.597\t0.098\t0.555\t0.028\t-0.815\t0.078\t\n",
"OGLE-LMC-RRLYR-11281\t0.739\t0.050\t0.790\t0.019\t1.777\t0.042\t6460\t100\t-0.124\t0.087\t0.414\t0.098\t0.534\t0.028\t-0.955\t0.078\t\n",
"OGLE-LMC-RRLYR-11284\t0.574\t0.053\t0.684\t0.020\t1.655\t0.042\t6820\t100\t0.206\t0.088\t0.664\t0.099\t0.451\t0.028\t-0.494\t0.080\t\n",
"OGLE-LMC-RRLYR-11289\t0.651\t0.050\t0.790\t0.019\t1.766\t0.042\t6450\t100\t-0.120\t0.087\t0.397\t0.099\t0.517\t0.028\t-0.927\t0.077\t\n",
"OGLE-LMC-RRLYR-11290\t0.677\t0.051\t0.732\t0.019\t1.700\t0.042\t6610\t100\t0.109\t0.087\t0.605\t0.099\t0.494\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-11292\t0.630\t0.051\t0.707\t0.019\t1.664\t0.042\t6660\t100\t0.171\t0.087\t0.669\t0.098\t0.485\t0.028\t-0.582\t0.078\t\n",
"OGLE-LMC-RRLYR-11298\t0.585\t0.050\t0.727\t0.019\t1.688\t0.042\t6610\t100\t0.085\t0.087\t0.590\t0.098\t0.496\t0.028\t-0.686\t0.077\t\n",
"OGLE-LMC-RRLYR-11303\t0.677\t0.056\t0.801\t0.021\t1.829\t0.043\t6580\t110\t-0.237\t0.090\t0.28\t0.10\t0.506\t0.030\t-1.020\t0.087\t\n",
"OGLE-LMC-RRLYR-11314\t0.618\t0.051\t0.676\t0.019\t1.594\t0.042\t6630\t100\t0.301\t0.088\t0.78\t0.10\t0.475\t0.028\t-0.439\t0.078\t\n",
"OGLE-LMC-RRLYR-11316\t0.632\t0.050\t0.743\t0.019\t1.626\t0.042\t6270\t100\t0.189\t0.088\t0.75\t0.10\t0.570\t0.028\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-11318\t0.682\t0.050\t0.788\t0.019\t1.800\t0.042\t6560\t100\t-0.179\t0.087\t0.342\t0.098\t0.511\t0.028\t-0.974\t0.078\t\n",
"OGLE-LMC-RRLYR-11324\t0.576\t0.050\t0.710\t0.019\t1.687\t0.042\t6720\t100\t0.115\t0.087\t0.596\t0.098\t0.469\t0.028\t-0.618\t0.077\t\n",
"OGLE-LMC-RRLYR-11325\t0.718\t0.052\t0.765\t0.019\t1.731\t0.042\t6470\t100\t-0.011\t0.088\t0.517\t0.099\t0.528\t0.028\t-0.834\t0.079\t\n",
"OGLE-LMC-RRLYR-11326\t0.561\t0.050\t0.689\t0.019\t1.638\t0.042\t6720\t100\t0.218\t0.087\t0.702\t0.098\t0.473\t0.028\t-0.513\t0.077\t\n",
"OGLE-LMC-RRLYR-11329\t0.639\t0.051\t0.754\t0.019\t1.689\t0.042\t6400\t100\t0.061\t0.087\t0.586\t0.099\t0.538\t0.029\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-11331\t0.674\t0.062\t0.712\t0.022\t1.706\t0.043\t6780\t110\t0.104\t0.092\t0.57\t0.10\t0.461\t0.030\t-0.609\t0.090\t\n",
"OGLE-LMC-RRLYR-11332\t0.607\t0.051\t0.719\t0.019\t1.639\t0.042\t6470\t100\t0.186\t0.087\t0.716\t0.099\t0.526\t0.028\t-0.637\t0.079\t\n",
"OGLE-LMC-RRLYR-11337\t0.607\t0.051\t0.707\t0.019\t1.668\t0.042\t6690\t100\t0.152\t0.087\t0.639\t0.099\t0.479\t0.028\t-0.591\t0.079\t\n",
"OGLE-LMC-RRLYR-11339\t0.641\t0.050\t0.747\t0.019\t1.735\t0.042\t6640\t100\t-0.006\t0.087\t0.496\t0.098\t0.492\t0.028\t-0.769\t0.077\t\n",
"OGLE-LMC-RRLYR-11343\t0.587\t0.069\t0.736\t0.023\t1.669\t0.047\t6460\t110\t0.094\t0.097\t0.62\t0.11\t0.530\t0.029\t-0.725\t0.092\t\n",
"OGLE-LMC-RRLYR-11345\t0.638\t0.050\t0.764\t0.019\t1.759\t0.042\t6600\t100\t-0.083\t0.087\t0.424\t0.098\t0.502\t0.028\t-0.861\t0.077\t\n",
"OGLE-LMC-RRLYR-11346\t0.642\t0.051\t0.741\t0.019\t1.703\t0.042\t6560\t100\t0.051\t0.087\t0.562\t0.098\t0.506\t0.028\t-0.736\t0.078\t\n",
"OGLE-LMC-RRLYR-11348\t0.623\t0.052\t0.717\t0.019\t1.656\t0.042\t6560\t100\t0.184\t0.087\t0.683\t0.099\t0.505\t0.028\t-0.600\t0.078\t\n",
"OGLE-LMC-RRLYR-11350\t0.670\t0.051\t0.744\t0.019\t1.675\t0.042\t6430\t100\t0.127\t0.087\t0.652\t0.099\t0.532\t0.028\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-11351\t0.647\t0.050\t0.710\t0.019\t1.627\t0.042\t6500\t100\t0.250\t0.087\t0.772\t0.099\t0.522\t0.028\t-0.564\t0.077\t\n",
"OGLE-LMC-RRLYR-11355\t0.605\t0.050\t0.706\t0.019\t1.666\t0.042\t6690\t100\t0.155\t0.087\t0.643\t0.099\t0.480\t0.028\t-0.586\t0.077\t\n",
"OGLE-LMC-RRLYR-11358\t0.667\t0.050\t0.773\t0.019\t1.731\t0.042\t6420\t100\t-0.023\t0.087\t0.498\t0.099\t0.532\t0.028\t-0.853\t0.077\t\n",
"OGLE-LMC-RRLYR-11362\t0.612\t0.050\t0.702\t0.019\t1.641\t0.042\t6620\t100\t0.230\t0.087\t0.721\t0.099\t0.487\t0.028\t-0.535\t0.078\t\n",
"OGLE-LMC-RRLYR-11363\t0.595\t0.052\t0.722\t0.020\t1.684\t0.042\t6620\t100\t0.106\t0.088\t0.598\t0.099\t0.492\t0.028\t-0.657\t0.079\t\n",
"OGLE-LMC-RRLYR-11364\t0.706\t0.050\t0.762\t0.019\t1.686\t0.042\t6330\t100\t0.091\t0.087\t0.632\t0.099\t0.553\t0.028\t-0.773\t0.078\t\n",
"OGLE-LMC-RRLYR-11372\t0.520\t0.064\t0.697\t0.022\t1.609\t0.045\t6560\t110\t0.235\t0.091\t0.76\t0.10\t0.510\t0.030\t-0.557\t0.086\t\n",
"OGLE-LMC-RRLYR-11374\t0.569\t0.051\t0.699\t0.019\t1.686\t0.042\t6820\t100\t0.129\t0.087\t0.589\t0.098\t0.451\t0.028\t-0.570\t0.078\t\n",
"OGLE-LMC-RRLYR-11377\t0.546\t0.050\t0.713\t0.019\t1.726\t0.041\t6860\t100\t0.039\t0.087\t0.482\t0.098\t0.440\t0.028\t-0.646\t0.077\t\n",
"OGLE-LMC-RRLYR-11379\t0.591\t0.051\t0.726\t0.019\t1.740\t0.042\t6820\t100\t-0.000\t0.088\t0.455\t0.099\t0.452\t0.028\t-0.701\t0.079\t\n",
"OGLE-LMC-RRLYR-11380\t0.581\t0.050\t0.724\t0.019\t1.695\t0.042\t6660\t100\t0.074\t0.087\t0.565\t0.099\t0.485\t0.028\t-0.675\t0.077\t\n",
"OGLE-LMC-RRLYR-11381\t0.606\t0.056\t0.728\t0.020\t1.713\t0.043\t6700\t110\t0.040\t0.089\t0.52\t0.10\t0.478\t0.030\t-0.699\t0.082\t\n",
"OGLE-LMC-RRLYR-11382\t0.612\t0.051\t0.788\t0.019\t1.799\t0.042\t6560\t100\t-0.195\t0.087\t0.322\t0.098\t0.509\t0.028\t-0.981\t0.079\t\n",
"OGLE-LMC-RRLYR-11385\t0.617\t0.050\t0.722\t0.019\t1.601\t0.043\t6320\t100\t0.264\t0.089\t0.80\t0.10\t0.555\t0.028\t-0.609\t0.078\t\n",
"OGLE-LMC-RRLYR-11387\t0.652\t0.050\t0.807\t0.019\t1.784\t0.042\t6360\t100\t-0.175\t0.087\t0.363\t0.099\t0.545\t0.028\t-1.022\t0.078\t\n",
"OGLE-LMC-RRLYR-11391\t0.720\t0.051\t0.766\t0.019\t1.709\t0.042\t6380\t100\t0.045\t0.087\t0.577\t0.099\t0.541\t0.029\t-0.803\t0.078\t\n",
"OGLE-LMC-RRLYR-11393\t0.709\t0.052\t0.792\t0.020\t1.803\t0.042\t6550\t100\t-0.173\t0.088\t0.348\t0.099\t0.514\t0.028\t-0.971\t0.080\t\n",
"OGLE-LMC-RRLYR-11394\t0.745\t0.052\t0.761\t0.020\t1.724\t0.042\t6490\t100\t0.028\t0.088\t0.557\t0.099\t0.527\t0.028\t-0.792\t0.079\t\n",
"OGLE-LMC-RRLYR-11396\t0.740\t0.051\t0.754\t0.019\t1.673\t0.042\t6340\t100\t0.130\t0.087\t0.678\t0.099\t0.556\t0.028\t-0.740\t0.078\t\n",
"OGLE-LMC-RRLYR-11398\t0.552\t0.051\t0.734\t0.019\t1.654\t0.042\t6430\t100\t0.116\t0.088\t0.656\t0.099\t0.536\t0.028\t-0.712\t0.079\t\n",
"OGLE-LMC-RRLYR-11405\t0.736\t0.050\t0.765\t0.019\t1.640\t0.042\t6200\t100\t0.173\t0.088\t0.758\t0.099\t0.586\t0.028\t-0.750\t0.077\t\n",
"OGLE-LMC-RRLYR-11406\t0.712\t0.054\t0.742\t0.020\t1.693\t0.042\t6510\t100\t0.096\t0.088\t0.617\t0.099\t0.522\t0.029\t-0.713\t0.080\t\n",
"OGLE-LMC-RRLYR-11410\t0.602\t0.050\t0.737\t0.019\t1.629\t0.042\t6348\t99\t0.189\t0.088\t0.73\t0.10\t0.554\t0.028\t-0.676\t0.077\t\n",
"OGLE-LMC-RRLYR-11411\t0.677\t0.052\t0.740\t0.019\t1.682\t0.042\t6490\t100\t0.095\t0.087\t0.630\t0.099\t0.529\t0.028\t-0.725\t0.078\t\n",
"OGLE-LMC-RRLYR-11416\t0.543\t0.050\t0.723\t0.019\t1.716\t0.042\t6760\t100\t0.028\t0.087\t0.497\t0.098\t0.462\t0.028\t-0.689\t0.077\t\n",
"OGLE-LMC-RRLYR-11418\t0.580\t0.051\t0.686\t0.019\t1.651\t0.042\t6780\t100\t0.211\t0.087\t0.685\t0.099\t0.459\t0.028\t-0.501\t0.079\t\n",
"OGLE-LMC-RRLYR-11422\t0.591\t0.050\t0.746\t0.019\t1.717\t0.042\t6570\t100\t-0.005\t0.087\t0.504\t0.098\t0.505\t0.028\t-0.787\t0.077\t\n",
"OGLE-LMC-RRLYR-11424\t0.617\t0.050\t0.736\t0.019\t1.646\t0.043\t6420\t100\t0.158\t0.089\t0.68\t0.10\t0.528\t0.029\t-0.663\t0.077\t\n",
"OGLE-LMC-RRLYR-11428\t0.650\t0.052\t0.741\t0.020\t1.659\t0.042\t6400\t100\t0.158\t0.088\t0.68\t0.10\t0.537\t0.028\t-0.679\t0.080\t\n",
"OGLE-LMC-RRLYR-11430\t0.571\t0.052\t0.706\t0.020\t1.667\t0.042\t6700\t100\t0.161\t0.087\t0.644\t0.099\t0.474\t0.028\t-0.570\t0.079\t\n",
"OGLE-LMC-RRLYR-11432\t0.642\t0.050\t0.744\t0.019\t1.703\t0.043\t6580\t100\t0.043\t0.089\t0.53\t0.10\t0.481\t0.029\t-0.699\t0.077\t\n",
"OGLE-LMC-RRLYR-11433\t0.661\t0.051\t0.747\t0.019\t1.671\t0.042\t6400\t100\t0.122\t0.087\t0.652\t0.099\t0.540\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-11434\t0.746\t0.050\t0.772\t0.019\t1.679\t0.042\t6236\t99\t0.096\t0.087\t0.661\t0.099\t0.572\t0.028\t-0.803\t0.077\t\n",
"OGLE-LMC-RRLYR-11438\t0.601\t0.052\t0.726\t0.019\t1.672\t0.042\t6550\t100\t0.109\t0.087\t0.610\t0.099\t0.506\t0.028\t-0.675\t0.078\t\n",
"OGLE-LMC-RRLYR-11442\t0.668\t0.052\t0.730\t0.020\t1.685\t0.042\t6560\t100\t0.112\t0.088\t0.623\t0.099\t0.508\t0.028\t-0.680\t0.079\t\n",
"OGLE-LMC-RRLYR-11444\t0.663\t0.052\t0.750\t0.019\t1.695\t0.042\t6450\t100\t0.055\t0.088\t0.58\t0.10\t0.533\t0.028\t-0.769\t0.079\t\n",
"OGLE-LMC-RRLYR-11445\t0.658\t0.050\t0.746\t0.019\t1.659\t0.042\t6360\t100\t0.152\t0.087\t0.685\t0.099\t0.546\t0.028\t-0.702\t0.078\t\n",
"OGLE-LMC-RRLYR-11446\t0.705\t0.053\t0.745\t0.020\t1.698\t0.042\t6500\t100\t0.105\t0.088\t0.615\t0.099\t0.517\t0.029\t-0.703\t0.080\t\n",
"OGLE-LMC-RRLYR-11449\t0.725\t0.050\t0.754\t0.019\t1.681\t0.042\t6370\t100\t0.115\t0.087\t0.654\t0.098\t0.547\t0.028\t-0.743\t0.077\t\n",
"OGLE-LMC-RRLYR-11450\t0.639\t0.050\t0.709\t0.019\t1.647\t0.042\t6590\t100\t0.193\t0.087\t0.707\t0.099\t0.504\t0.028\t-0.589\t0.077\t\n",
"OGLE-LMC-RRLYR-11451\t0.688\t0.050\t0.755\t0.019\t1.663\t0.042\t6310\t100\t0.139\t0.087\t0.689\t0.099\t0.561\t0.028\t-0.735\t0.078\t\n",
"OGLE-LMC-RRLYR-11452\t0.533\t0.050\t0.703\t0.019\t1.664\t0.042\t6700\t100\t0.151\t0.087\t0.639\t0.098\t0.474\t0.028\t-0.589\t0.077\t\n",
"OGLE-LMC-RRLYR-11455\t0.588\t0.051\t0.710\t0.019\t1.693\t0.042\t6770\t100\t0.103\t0.087\t0.574\t0.098\t0.463\t0.028\t-0.613\t0.078\t\n",
"OGLE-LMC-RRLYR-11458\t0.577\t0.051\t0.705\t0.019\t1.662\t0.042\t6680\t100\t0.164\t0.087\t0.647\t0.098\t0.479\t0.028\t-0.578\t0.078\t\n",
"OGLE-LMC-RRLYR-11463\t0.629\t0.050\t0.720\t0.019\t1.653\t0.042\t6520\t100\t0.170\t0.087\t0.684\t0.099\t0.516\t0.028\t-0.634\t0.078\t\n",
"OGLE-LMC-RRLYR-11466\t0.744\t0.050\t0.785\t0.019\t1.732\t0.042\t6340\t100\t-0.009\t0.087\t0.528\t0.099\t0.551\t0.028\t-0.869\t0.077\t\n",
"OGLE-LMC-RRLYR-11469\t0.761\t0.050\t0.771\t0.019\t1.689\t0.042\t6270\t100\t0.095\t0.087\t0.654\t0.099\t0.567\t0.028\t-0.795\t0.078\t\n",
"OGLE-LMC-RRLYR-11470\t0.626\t0.050\t0.725\t0.019\t1.696\t0.042\t6650\t100\t0.100\t0.087\t0.590\t0.098\t0.485\t0.028\t-0.652\t0.077\t\n",
"OGLE-LMC-RRLYR-11473\t0.663\t0.051\t0.740\t0.020\t1.677\t0.042\t6470\t100\t0.134\t0.088\t0.648\t0.099\t0.522\t0.028\t-0.675\t0.079\t\n",
"OGLE-LMC-RRLYR-11474\t0.686\t0.050\t0.755\t0.019\t1.669\t0.042\t6330\t100\t0.135\t0.087\t0.677\t0.099\t0.553\t0.028\t-0.731\t0.078\t\n",
"OGLE-LMC-RRLYR-11480\t0.622\t0.050\t0.742\t0.019\t1.625\t0.042\t6290\t100\t0.204\t0.087\t0.761\t0.099\t0.568\t0.028\t-0.682\t0.077\t\n",
"OGLE-LMC-RRLYR-11488\t0.568\t0.051\t0.700\t0.020\t1.650\t0.042\t6670\t100\t0.197\t0.088\t0.685\t0.099\t0.480\t0.029\t-0.550\t0.079\t\n",
"OGLE-LMC-RRLYR-11494\t0.618\t0.051\t0.696\t0.019\t1.623\t0.042\t6580\t100\t0.249\t0.088\t0.75\t0.10\t0.495\t0.028\t-0.531\t0.078\t\n",
"OGLE-LMC-RRLYR-11500\t0.616\t0.052\t0.729\t0.019\t1.680\t0.042\t6550\t100\t0.114\t0.087\t0.635\t0.099\t0.510\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-11501\t0.690\t0.050\t0.793\t0.019\t1.751\t0.042\t6340\t100\t-0.098\t0.087\t0.460\t0.099\t0.559\t0.028\t-0.961\t0.078\t\n",
"OGLE-LMC-RRLYR-11504\t0.663\t0.049\t0.747\t0.019\t1.639\t0.042\t6310\t100\t0.179\t0.087\t0.737\t0.099\t0.559\t0.028\t-0.696\t0.077\t\n",
"OGLE-LMC-RRLYR-11505\t0.583\t0.051\t0.787\t0.020\t1.752\t0.044\t6400\t100\t-0.130\t0.093\t0.39\t0.11\t0.530\t0.030\t-0.952\t0.080\t\n",
"OGLE-LMC-RRLYR-11509\t0.680\t0.052\t0.740\t0.020\t1.699\t0.042\t6550\t100\t0.111\t0.088\t0.612\t0.099\t0.506\t0.028\t-0.683\t0.079\t\n",
"OGLE-LMC-RRLYR-11512\t0.547\t0.051\t0.707\t0.019\t1.648\t0.042\t6620\t100\t0.191\t0.087\t0.684\t0.098\t0.491\t0.028\t-0.571\t0.078\t\n",
"OGLE-LMC-RRLYR-11514\t0.607\t0.051\t0.732\t0.020\t1.609\t0.043\t6310\t100\t0.239\t0.090\t0.79\t0.10\t0.563\t0.029\t-0.645\t0.078\t\n",
"OGLE-LMC-RRLYR-11521\t0.690\t0.051\t0.758\t0.019\t1.733\t0.042\t6550\t100\t-0.012\t0.087\t0.504\t0.099\t0.513\t0.028\t-0.809\t0.078\t\n",
"OGLE-LMC-RRLYR-11524\t0.699\t0.051\t0.775\t0.019\t1.772\t0.042\t6550\t100\t-0.100\t0.087\t0.414\t0.099\t0.510\t0.029\t-0.893\t0.079\t\n",
"OGLE-LMC-RRLYR-11525\t0.755\t0.050\t0.772\t0.019\t1.697\t0.042\t6300\t100\t0.094\t0.087\t0.638\t0.099\t0.557\t0.028\t-0.780\t0.077\t\n",
"OGLE-LMC-RRLYR-11526\t0.604\t0.051\t0.678\t0.019\t1.615\t0.043\t6690\t100\t0.286\t0.089\t0.75\t0.10\t0.465\t0.029\t-0.448\t0.078\t\n",
"OGLE-LMC-RRLYR-11528\t0.607\t0.053\t0.694\t0.020\t1.675\t0.042\t6810\t100\t0.161\t0.088\t0.626\t0.099\t0.453\t0.028\t-0.540\t0.080\t\n",
"OGLE-LMC-RRLYR-11530\t0.587\t0.050\t0.723\t0.019\t1.691\t0.042\t6660\t100\t0.083\t0.087\t0.584\t0.098\t0.486\t0.028\t-0.668\t0.077\t\n",
"OGLE-LMC-RRLYR-11535\t0.646\t0.051\t0.738\t0.020\t1.656\t0.042\t6410\t100\t0.160\t0.087\t0.686\t0.099\t0.536\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-11539\t0.570\t0.050\t0.719\t0.019\t1.688\t0.042\t6660\t100\t0.098\t0.087\t0.589\t0.098\t0.483\t0.028\t-0.651\t0.078\t\n",
"OGLE-LMC-RRLYR-11541\t0.703\t0.050\t0.752\t0.019\t1.623\t0.042\t6178\t99\t0.209\t0.087\t0.794\t0.099\t0.589\t0.028\t-0.721\t0.077\t\n",
"OGLE-LMC-RRLYR-11542\t0.579\t0.052\t0.710\t0.020\t1.638\t0.042\t6550\t100\t0.188\t0.088\t0.704\t0.099\t0.510\t0.028\t-0.604\t0.079\t\n",
"OGLE-LMC-RRLYR-11543\t0.603\t0.050\t0.713\t0.019\t1.670\t0.042\t6660\t100\t0.143\t0.087\t0.640\t0.098\t0.486\t0.028\t-0.607\t0.077\t\n",
"OGLE-LMC-RRLYR-11558\t0.665\t0.050\t0.737\t0.019\t1.711\t0.042\t6620\t100\t0.059\t0.087\t0.566\t0.099\t0.496\t0.028\t-0.711\t0.077\t\n",
"OGLE-LMC-RRLYR-11559\t0.705\t0.051\t0.750\t0.019\t1.658\t0.042\t6310\t100\t0.147\t0.087\t0.696\t0.099\t0.559\t0.028\t-0.729\t0.078\t\n",
"OGLE-LMC-RRLYR-11564\t0.659\t0.050\t0.790\t0.019\t1.770\t0.042\t6430\t100\t-0.137\t0.087\t0.387\t0.099\t0.531\t0.028\t-0.960\t0.078\t\n",
"OGLE-LMC-RRLYR-11566\t0.671\t0.050\t0.757\t0.019\t1.663\t0.042\t6300\t100\t0.126\t0.087\t0.679\t0.099\t0.562\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-11568\t0.732\t0.050\t0.760\t0.019\t1.724\t0.042\t6490\t100\t0.016\t0.087\t0.554\t0.099\t0.529\t0.028\t-0.807\t0.077\t\n",
"OGLE-LMC-RRLYR-11569\t0.744\t0.052\t0.748\t0.019\t1.673\t0.042\t6380\t100\t0.120\t0.088\t0.667\t0.099\t0.552\t0.028\t-0.740\t0.079\t\n",
"OGLE-LMC-RRLYR-11571\t0.685\t0.051\t0.765\t0.019\t1.708\t0.042\t6380\t100\t0.016\t0.087\t0.554\t0.099\t0.544\t0.028\t-0.830\t0.078\t\n",
"OGLE-LMC-RRLYR-11572\t0.676\t0.051\t0.732\t0.019\t1.637\t0.042\t6370\t100\t0.204\t0.087\t0.746\t0.098\t0.548\t0.028\t-0.652\t0.077\t\n",
"OGLE-LMC-RRLYR-11575\t0.687\t0.053\t0.732\t0.019\t1.678\t0.042\t6530\t100\t0.121\t0.088\t0.650\t0.099\t0.518\t0.028\t-0.683\t0.079\t\n",
"OGLE-LMC-RRLYR-11577\t0.668\t0.050\t0.754\t0.019\t1.667\t0.042\t6340\t100\t0.130\t0.087\t0.671\t0.099\t0.552\t0.028\t-0.733\t0.077\t\n",
"OGLE-LMC-RRLYR-11579\t0.525\t0.050\t0.677\t0.019\t1.606\t0.042\t6660\t110\t0.263\t0.087\t0.76\t0.10\t0.483\t0.029\t-0.491\t0.078\t\n",
"OGLE-LMC-RRLYR-11580\t0.583\t0.052\t0.681\t0.019\t1.651\t0.042\t6820\t100\t0.217\t0.087\t0.675\t0.098\t0.449\t0.028\t-0.479\t0.079\t\n",
"OGLE-LMC-RRLYR-11581\t0.658\t0.050\t0.762\t0.019\t1.693\t0.042\t6391\t99\t0.053\t0.088\t0.58\t0.10\t0.532\t0.028\t-0.777\t0.077\t\n",
"OGLE-LMC-RRLYR-11583\t0.707\t0.055\t0.764\t0.021\t1.726\t0.043\t6480\t100\t-0.007\t0.090\t0.52\t0.10\t0.531\t0.029\t-0.835\t0.083\t\n",
"OGLE-LMC-RRLYR-11584\t0.642\t0.051\t0.722\t0.019\t1.657\t0.042\t6520\t100\t0.176\t0.087\t0.685\t0.099\t0.514\t0.028\t-0.624\t0.078\t\n",
"OGLE-LMC-RRLYR-11587\t0.664\t0.053\t0.742\t0.020\t1.718\t0.042\t6600\t100\t0.031\t0.088\t0.548\t0.099\t0.499\t0.028\t-0.745\t0.079\t\n",
"OGLE-LMC-RRLYR-11588\t0.602\t0.055\t0.702\t0.020\t1.675\t0.042\t6750\t100\t0.147\t0.089\t0.622\t0.099\t0.465\t0.029\t-0.575\t0.082\t\n",
"OGLE-LMC-RRLYR-11589\t0.739\t0.049\t0.766\t0.019\t1.667\t0.042\t6248\t99\t0.130\t0.087\t0.696\t0.099\t0.572\t0.028\t-0.762\t0.077\t\n",
"OGLE-LMC-RRLYR-11590\t0.676\t0.054\t0.793\t0.021\t1.790\t0.042\t6480\t110\t-0.164\t0.089\t0.354\t0.099\t0.521\t0.029\t-0.972\t0.083\t\n",
"OGLE-LMC-RRLYR-11592\t0.620\t0.050\t0.735\t0.019\t1.712\t0.042\t6640\t100\t0.035\t0.087\t0.535\t0.099\t0.491\t0.028\t-0.726\t0.077\t\n",
"OGLE-LMC-RRLYR-11593\t0.638\t0.050\t0.744\t0.019\t1.642\t0.042\t6330\t100\t0.180\t0.088\t0.725\t0.099\t0.558\t0.028\t-0.691\t0.078\t\n",
"OGLE-LMC-RRLYR-11594\t0.586\t0.051\t0.702\t0.019\t1.657\t0.042\t6680\t100\t0.200\t0.087\t0.681\t0.099\t0.476\t0.028\t-0.541\t0.078\t\n",
"OGLE-LMC-RRLYR-11595\t0.657\t0.052\t0.707\t0.019\t1.688\t0.042\t6750\t100\t0.146\t0.087\t0.623\t0.099\t0.465\t0.028\t-0.580\t0.079\t\n",
"OGLE-LMC-RRLYR-11603\t0.630\t0.051\t0.733\t0.019\t1.685\t0.042\t6550\t100\t0.107\t0.087\t0.609\t0.099\t0.507\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-11609\t0.692\t0.050\t0.754\t0.019\t1.644\t0.042\t6230\t100\t0.179\t0.087\t0.744\t0.099\t0.574\t0.028\t-0.730\t0.077\t\n",
"OGLE-LMC-RRLYR-11611\t0.722\t0.051\t0.807\t0.019\t1.827\t0.042\t6520\t100\t-0.237\t0.087\t0.294\t0.098\t0.520\t0.028\t-1.047\t0.079\t\n",
"OGLE-LMC-RRLYR-11612\t0.689\t0.057\t0.788\t0.022\t1.792\t0.043\t6530\t110\t-0.166\t0.091\t0.33\t0.10\t0.511\t0.030\t-0.958\t0.088\t\n",
"OGLE-LMC-RRLYR-11613\t0.719\t0.051\t0.754\t0.019\t1.707\t0.042\t6460\t100\t0.052\t0.087\t0.579\t0.099\t0.530\t0.028\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-11618\t0.684\t0.058\t0.725\t0.021\t1.681\t0.043\t6590\t110\t0.132\t0.089\t0.64\t0.10\t0.503\t0.029\t-0.652\t0.082\t\n",
"OGLE-LMC-RRLYR-11619\t0.634\t0.061\t0.715\t0.022\t1.656\t0.045\t6570\t110\t0.177\t0.093\t0.67\t0.10\t0.504\t0.030\t-0.606\t0.088\t\n",
"OGLE-LMC-RRLYR-11620\t0.698\t0.051\t0.763\t0.020\t1.701\t0.042\t6380\t100\t0.052\t0.088\t0.58\t0.10\t0.544\t0.028\t-0.795\t0.079\t\n",
"OGLE-LMC-RRLYR-11645\t0.707\t0.052\t0.832\t0.020\t1.819\t0.046\t6320\t110\t-0.248\t0.094\t0.28\t0.11\t0.545\t0.031\t-1.098\t0.080\t\n",
"OGLE-LMC-RRLYR-11646\t0.705\t0.054\t0.791\t0.020\t1.790\t0.042\t6510\t100\t-0.150\t0.088\t0.385\t0.099\t0.523\t0.029\t-0.958\t0.081\t\n",
"OGLE-LMC-RRLYR-11647\t0.681\t0.052\t0.760\t0.020\t1.709\t0.042\t6440\t100\t0.035\t0.087\t0.560\t0.099\t0.532\t0.028\t-0.788\t0.079\t\n",
"OGLE-LMC-RRLYR-11653\t0.663\t0.051\t0.745\t0.019\t1.666\t0.042\t6400\t100\t0.137\t0.088\t0.677\t0.099\t0.542\t0.028\t-0.699\t0.079\t\n",
"OGLE-LMC-RRLYR-11654\t0.637\t0.052\t0.733\t0.019\t1.702\t0.042\t6620\t100\t0.064\t0.087\t0.571\t0.099\t0.497\t0.028\t-0.706\t0.079\t\n",
"OGLE-LMC-RRLYR-11656\t0.655\t0.051\t0.779\t0.019\t1.767\t0.042\t6520\t100\t-0.117\t0.088\t0.414\t0.099\t0.523\t0.028\t-0.927\t0.078\t\n",
"OGLE-LMC-RRLYR-11657\t0.686\t0.050\t0.747\t0.019\t1.706\t0.042\t6530\t100\t0.054\t0.087\t0.577\t0.098\t0.517\t0.028\t-0.750\t0.077\t\n",
"OGLE-LMC-RRLYR-11662\t0.661\t0.050\t0.761\t0.019\t1.663\t0.042\t6280\t100\t0.113\t0.088\t0.67\t0.10\t0.567\t0.028\t-0.774\t0.077\t\n",
"OGLE-LMC-RRLYR-11664\t0.597\t0.053\t0.706\t0.020\t1.676\t0.042\t6720\t100\t0.140\t0.088\t0.623\t0.099\t0.471\t0.028\t-0.588\t0.080\t\n",
"OGLE-LMC-RRLYR-11667\t0.633\t0.051\t0.728\t0.019\t1.699\t0.042\t6650\t100\t0.091\t0.087\t0.580\t0.099\t0.485\t0.028\t-0.665\t0.079\t\n",
"OGLE-LMC-RRLYR-11668\t0.561\t0.050\t0.675\t0.019\t1.634\t0.042\t6810\t100\t0.252\t0.087\t0.712\t0.098\t0.453\t0.028\t-0.447\t0.077\t\n",
"OGLE-LMC-RRLYR-11673\t0.563\t0.050\t0.673\t0.019\t1.659\t0.042\t6910\t100\t0.209\t0.087\t0.645\t0.099\t0.424\t0.028\t-0.447\t0.078\t\n",
"OGLE-LMC-RRLYR-11677\t0.685\t0.052\t0.765\t0.020\t1.718\t0.042\t6430\t100\t0.022\t0.087\t0.546\t0.099\t0.531\t0.028\t-0.807\t0.079\t\n",
"OGLE-LMC-RRLYR-11680\t0.676\t0.051\t0.735\t0.019\t1.682\t0.042\t6510\t100\t0.113\t0.087\t0.627\t0.099\t0.518\t0.028\t-0.694\t0.078\t\n",
"OGLE-LMC-RRLYR-11684\t0.515\t0.050\t0.765\t0.019\t1.794\t0.042\t6730\t100\t-0.169\t0.087\t0.296\t0.098\t0.468\t0.028\t-0.898\t0.077\t\n",
"OGLE-LMC-RRLYR-11685\t0.678\t0.051\t0.777\t0.019\t1.750\t0.042\t6450\t100\t-0.075\t0.088\t0.445\t0.099\t0.528\t0.028\t-0.894\t0.078\t\n",
"OGLE-LMC-RRLYR-11688\t0.657\t0.050\t0.738\t0.019\t1.614\t0.042\t6270\t100\t0.228\t0.088\t0.794\t0.099\t0.572\t0.028\t-0.667\t0.077\t\n",
"OGLE-LMC-RRLYR-11689\t0.753\t0.051\t0.755\t0.019\t1.713\t0.042\t6470\t100\t0.058\t0.088\t0.580\t0.099\t0.527\t0.028\t-0.767\t0.078\t\n",
"OGLE-LMC-RRLYR-11693\t0.570\t0.052\t0.705\t0.020\t1.678\t0.042\t6750\t100\t0.125\t0.088\t0.599\t0.099\t0.466\t0.028\t-0.597\t0.079\t\n",
"OGLE-LMC-RRLYR-11697\t0.610\t0.051\t0.754\t0.019\t1.695\t0.042\t6420\t100\t0.036\t0.087\t0.570\t0.099\t0.535\t0.028\t-0.794\t0.079\t\n",
"OGLE-LMC-RRLYR-11699\t0.630\t0.052\t0.720\t0.019\t1.697\t0.042\t6700\t100\t0.102\t0.087\t0.594\t0.098\t0.479\t0.028\t-0.640\t0.079\t\n",
"OGLE-LMC-RRLYR-11701\t0.630\t0.050\t0.755\t0.019\t1.758\t0.042\t6660\t100\t-0.060\t0.087\t0.437\t0.098\t0.486\t0.028\t-0.813\t0.077\t\n",
"OGLE-LMC-RRLYR-11702\t0.665\t0.051\t0.747\t0.019\t1.683\t0.042\t6440\t100\t0.104\t0.087\t0.623\t0.099\t0.529\t0.028\t-0.720\t0.078\t\n",
"OGLE-LMC-RRLYR-11703\t0.692\t0.052\t0.744\t0.019\t1.723\t0.042\t6610\t100\t0.032\t0.088\t0.536\t0.099\t0.498\t0.028\t-0.739\t0.079\t\n",
"OGLE-LMC-RRLYR-11707\t0.647\t0.051\t0.724\t0.019\t1.686\t0.042\t6620\t100\t0.155\t0.087\t0.646\t0.099\t0.489\t0.028\t-0.609\t0.079\t\n",
"OGLE-LMC-RRLYR-11708\t0.655\t0.051\t0.777\t0.019\t1.711\t0.042\t6310\t100\t-0.012\t0.088\t0.54\t0.10\t0.560\t0.028\t-0.882\t0.079\t\n",
"OGLE-LMC-RRLYR-11711\t0.611\t0.056\t0.767\t0.022\t1.718\t0.045\t6420\t110\t-0.004\t0.093\t0.52\t0.10\t0.532\t0.030\t-0.834\t0.086\t\n",
"OGLE-LMC-RRLYR-11712\t0.734\t0.050\t0.767\t0.019\t1.720\t0.042\t6420\t100\t0.025\t0.087\t0.559\t0.099\t0.539\t0.028\t-0.816\t0.077\t\n",
"OGLE-LMC-RRLYR-11719\t0.737\t0.051\t0.763\t0.019\t1.715\t0.042\t6420\t100\t0.027\t0.087\t0.559\t0.099\t0.538\t0.028\t-0.814\t0.078\t\n",
"OGLE-LMC-RRLYR-11730\t0.694\t0.050\t0.758\t0.019\t1.632\t0.042\t6190\t100\t0.179\t0.087\t0.763\t0.099\t0.591\t0.028\t-0.737\t0.077\t\n",
"OGLE-LMC-RRLYR-11733\t0.576\t0.054\t0.718\t0.020\t1.666\t0.042\t6600\t100\t0.145\t0.089\t0.648\t0.099\t0.498\t0.029\t-0.630\t0.082\t\n",
"OGLE-LMC-RRLYR-11734\t0.717\t0.051\t0.819\t0.019\t1.814\t0.042\t6370\t100\t-0.240\t0.087\t0.307\t0.099\t0.549\t0.028\t-1.088\t0.079\t\n",
"OGLE-LMC-RRLYR-11737\t0.604\t0.051\t0.713\t0.019\t1.684\t0.042\t6700\t100\t0.119\t0.087\t0.609\t0.098\t0.478\t0.028\t-0.620\t0.078\t\n",
"OGLE-LMC-RRLYR-11742\t0.666\t0.051\t0.741\t0.020\t1.687\t0.042\t6500\t100\t0.113\t0.088\t0.612\t0.099\t0.515\t0.028\t-0.689\t0.079\t\n",
"OGLE-LMC-RRLYR-11743\t0.581\t0.057\t0.718\t0.022\t1.659\t0.044\t6540\t100\t0.149\t0.094\t0.66\t0.10\t0.511\t0.029\t-0.656\t0.086\t\n",
"OGLE-LMC-RRLYR-11744\t0.706\t0.061\t0.746\t0.022\t1.694\t0.045\t6480\t110\t0.086\t0.092\t0.60\t0.10\t0.526\t0.030\t-0.739\t0.088\t\n",
"OGLE-LMC-RRLYR-11748\t0.647\t0.051\t0.732\t0.019\t1.661\t0.042\t6460\t100\t0.141\t0.087\t0.663\t0.099\t0.529\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-11753\t0.677\t0.050\t0.749\t0.019\t1.729\t0.042\t6600\t100\t0.005\t0.087\t0.511\t0.098\t0.501\t0.028\t-0.771\t0.077\t\n",
"OGLE-LMC-RRLYR-11754\t0.658\t0.050\t0.780\t0.019\t1.719\t0.042\t6320\t100\t-0.028\t0.087\t0.528\t0.099\t0.558\t0.028\t-0.894\t0.078\t\n",
"OGLE-LMC-RRLYR-11757\t0.562\t0.051\t0.672\t0.019\t1.574\t0.042\t6580\t100\t0.345\t0.088\t0.85\t0.10\t0.503\t0.029\t-0.439\t0.078\t\n",
"OGLE-LMC-RRLYR-11758\t0.625\t0.050\t0.749\t0.019\t1.667\t0.043\t6400\t100\t0.119\t0.089\t0.64\t0.10\t0.530\t0.029\t-0.709\t0.077\t\n",
"OGLE-LMC-RRLYR-11761\t0.752\t0.051\t0.762\t0.019\t1.712\t0.042\t6420\t100\t0.055\t0.087\t0.593\t0.099\t0.540\t0.028\t-0.791\t0.078\t\n",
"OGLE-LMC-RRLYR-11765\t0.659\t0.050\t0.800\t0.019\t1.785\t0.042\t6440\t100\t-0.168\t0.088\t0.35\t0.10\t0.522\t0.028\t-0.977\t0.077\t\n",
"OGLE-LMC-RRLYR-11769\t0.586\t0.051\t0.711\t0.019\t1.702\t0.042\t6780\t100\t0.084\t0.087\t0.555\t0.098\t0.458\t0.028\t-0.623\t0.078\t\n",
"OGLE-LMC-RRLYR-11771\t0.677\t0.052\t0.750\t0.020\t1.673\t0.042\t6370\t100\t0.119\t0.088\t0.649\t0.099\t0.542\t0.028\t-0.726\t0.079\t\n",
"OGLE-LMC-RRLYR-11772\t0.706\t0.057\t0.732\t0.020\t1.718\t0.043\t6680\t100\t0.078\t0.089\t0.56\t0.10\t0.481\t0.028\t-0.667\t0.081\t\n",
"OGLE-LMC-RRLYR-11774\t0.608\t0.050\t0.770\t0.019\t1.766\t0.042\t6580\t100\t-0.115\t0.087\t0.398\t0.098\t0.506\t0.028\t-0.901\t0.078\t\n",
"OGLE-LMC-RRLYR-11776\t0.596\t0.055\t0.711\t0.020\t1.684\t0.042\t6720\t100\t0.116\t0.089\t0.600\t0.099\t0.473\t0.029\t-0.619\t0.082\t\n",
"OGLE-LMC-RRLYR-11781\t0.669\t0.051\t0.763\t0.019\t1.694\t0.042\t6360\t100\t0.061\t0.087\t0.593\t0.099\t0.545\t0.028\t-0.792\t0.078\t\n",
"OGLE-LMC-RRLYR-11787\t0.658\t0.050\t0.755\t0.019\t1.661\t0.042\t6300\t100\t0.123\t0.088\t0.67\t0.10\t0.561\t0.028\t-0.749\t0.077\t\n",
"OGLE-LMC-RRLYR-11788\t0.645\t0.051\t0.738\t0.019\t1.716\t0.042\t6630\t100\t0.039\t0.087\t0.532\t0.098\t0.491\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-11792\t0.654\t0.050\t0.780\t0.019\t1.794\t0.042\t6600\t100\t-0.161\t0.087\t0.345\t0.098\t0.501\t0.028\t-0.939\t0.077\t\n",
"OGLE-LMC-RRLYR-11793\t0.700\t0.052\t0.760\t0.020\t1.751\t0.043\t6590\t100\t-0.033\t0.089\t0.44\t0.10\t0.482\t0.029\t-0.784\t0.080\t\n",
"OGLE-LMC-RRLYR-11796\t0.532\t0.050\t0.709\t0.019\t1.652\t0.042\t6620\t100\t0.152\t0.087\t0.663\t0.098\t0.497\t0.028\t-0.611\t0.077\t\n",
"OGLE-LMC-RRLYR-11800\t0.562\t0.056\t0.693\t0.020\t1.618\t0.043\t6610\t100\t0.251\t0.088\t0.757\t0.099\t0.498\t0.029\t-0.518\t0.080\t\n",
"OGLE-LMC-RRLYR-11802\t0.596\t0.056\t0.706\t0.021\t1.659\t0.042\t6660\t110\t0.168\t0.088\t0.666\t0.099\t0.485\t0.031\t-0.588\t0.083\t\n",
"OGLE-LMC-RRLYR-11804\t0.692\t0.051\t0.755\t0.019\t1.697\t0.042\t6420\t100\t0.077\t0.087\t0.598\t0.099\t0.533\t0.028\t-0.754\t0.078\t\n",
"OGLE-LMC-RRLYR-11806\t0.545\t0.049\t0.705\t0.019\t1.726\t0.041\t6910\t100\t0.052\t0.087\t0.484\t0.098\t0.427\t0.028\t-0.609\t0.077\t\n",
"OGLE-LMC-RRLYR-11812\t0.610\t0.052\t0.721\t0.019\t1.662\t0.042\t6550\t100\t0.146\t0.088\t0.653\t0.099\t0.510\t0.028\t-0.646\t0.079\t\n",
"OGLE-LMC-RRLYR-11814\t0.630\t0.050\t0.737\t0.019\t1.624\t0.042\t6300\t100\t0.207\t0.088\t0.763\t0.099\t0.563\t0.028\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-11815\t0.755\t0.050\t0.768\t0.019\t1.649\t0.042\t6225\t99\t0.160\t0.087\t0.743\t0.099\t0.582\t0.028\t-0.753\t0.077\t\n",
"OGLE-LMC-RRLYR-11820\t0.667\t0.051\t0.744\t0.020\t1.688\t0.042\t6480\t100\t0.110\t0.087\t0.630\t0.099\t0.523\t0.028\t-0.708\t0.079\t\n",
"OGLE-LMC-RRLYR-11823\t0.649\t0.052\t0.733\t0.019\t1.653\t0.042\t6430\t100\t0.170\t0.089\t0.70\t0.10\t0.531\t0.028\t-0.654\t0.079\t\n",
"OGLE-LMC-RRLYR-11824\t0.623\t0.052\t0.744\t0.020\t1.661\t0.043\t6370\t100\t0.121\t0.089\t0.65\t0.10\t0.545\t0.028\t-0.735\t0.080\t\n",
"OGLE-LMC-RRLYR-11827\t0.589\t0.050\t0.737\t0.019\t1.675\t0.042\t6470\t100\t0.056\t0.087\t0.612\t0.098\t0.533\t0.028\t-0.767\t0.077\t\n",
"OGLE-LMC-RRLYR-11828\t0.684\t0.051\t0.749\t0.020\t1.681\t0.042\t6410\t100\t0.105\t0.087\t0.632\t0.099\t0.537\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-11829\t0.695\t0.050\t0.800\t0.019\t1.770\t0.042\t6350\t100\t-0.135\t0.087\t0.407\t0.098\t0.548\t0.028\t-0.988\t0.078\t\n",
"OGLE-LMC-RRLYR-11832\t0.633\t0.050\t0.741\t0.019\t1.643\t0.043\t6370\t100\t0.158\t0.089\t0.70\t0.10\t0.544\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-11837\t0.554\t0.051\t0.679\t0.019\t1.662\t0.042\t6870\t100\t0.190\t0.087\t0.638\t0.098\t0.437\t0.028\t-0.486\t0.078\t\n",
"OGLE-LMC-RRLYR-11842\t0.740\t0.051\t0.850\t0.019\t1.878\t0.043\t6410\t110\t-0.404\t0.089\t0.12\t0.10\t0.528\t0.029\t-1.220\t0.078\t\n",
"OGLE-LMC-RRLYR-11843\t0.542\t0.050\t0.686\t0.019\t1.669\t0.042\t6860\t100\t0.180\t0.087\t0.626\t0.098\t0.442\t0.028\t-0.502\t0.077\t\n",
"OGLE-LMC-RRLYR-11844\t0.621\t0.050\t0.734\t0.019\t1.600\t0.042\t6260\t100\t0.251\t0.087\t0.821\t0.099\t0.579\t0.028\t-0.654\t0.077\t\n",
"OGLE-LMC-RRLYR-11846\t0.673\t0.050\t0.760\t0.019\t1.676\t0.042\t6320\t100\t0.099\t0.087\t0.647\t0.099\t0.557\t0.028\t-0.766\t0.078\t\n",
"OGLE-LMC-RRLYR-11849\t0.613\t0.053\t0.737\t0.020\t1.756\t0.042\t6780\t100\t-0.031\t0.088\t0.434\t0.099\t0.455\t0.029\t-0.737\t0.081\t\n",
"OGLE-LMC-RRLYR-11852\t0.563\t0.050\t0.730\t0.019\t1.710\t0.042\t6670\t100\t0.034\t0.087\t0.531\t0.098\t0.483\t0.028\t-0.716\t0.078\t\n",
"OGLE-LMC-RRLYR-11856\t0.614\t0.051\t0.708\t0.019\t1.667\t0.042\t6680\t100\t0.151\t0.087\t0.644\t0.098\t0.484\t0.028\t-0.597\t0.078\t\n",
"OGLE-LMC-RRLYR-11857\t0.543\t0.049\t0.663\t0.019\t1.569\t0.042\t6650\t100\t0.371\t0.087\t0.867\t0.099\t0.488\t0.028\t-0.387\t0.077\t\n",
"OGLE-LMC-RRLYR-11863\t0.577\t0.051\t0.727\t0.019\t1.716\t0.042\t6720\t100\t0.027\t0.087\t0.507\t0.098\t0.471\t0.028\t-0.702\t0.078\t\n",
"OGLE-LMC-RRLYR-11864\t0.619\t0.052\t0.719\t0.020\t1.626\t0.042\t6430\t100\t0.224\t0.087\t0.754\t0.099\t0.534\t0.028\t-0.608\t0.079\t\n",
"OGLE-LMC-RRLYR-11865\t0.682\t0.050\t0.751\t0.019\t1.672\t0.042\t6360\t100\t0.119\t0.087\t0.662\t0.098\t0.549\t0.028\t-0.742\t0.078\t\n",
"OGLE-LMC-RRLYR-11869\t0.592\t0.052\t0.705\t0.020\t1.677\t0.042\t6740\t100\t0.139\t0.087\t0.619\t0.098\t0.468\t0.029\t-0.586\t0.079\t\n",
"OGLE-LMC-RRLYR-11871\t0.729\t0.050\t0.769\t0.019\t1.674\t0.042\t6242\t99\t0.099\t0.087\t0.665\t0.099\t0.573\t0.028\t-0.797\t0.077\t\n",
"OGLE-LMC-RRLYR-11872\t0.735\t0.050\t0.770\t0.019\t1.693\t0.042\t6300\t100\t0.086\t0.087\t0.628\t0.099\t0.557\t0.028\t-0.786\t0.077\t\n",
"OGLE-LMC-RRLYR-11874\t0.614\t0.050\t0.716\t0.019\t1.555\t0.042\t6220\t100\t0.353\t0.087\t0.935\t0.099\t0.590\t0.028\t-0.562\t0.077\t\n",
"OGLE-LMC-RRLYR-11876\t0.664\t0.050\t0.719\t0.019\t1.603\t0.042\t6350\t100\t0.291\t0.087\t0.828\t0.099\t0.549\t0.028\t-0.567\t0.077\t\n",
"OGLE-LMC-RRLYR-11877\t0.608\t0.051\t0.705\t0.019\t1.669\t0.042\t6720\t100\t0.192\t0.087\t0.666\t0.099\t0.468\t0.028\t-0.536\t0.078\t\n",
"OGLE-LMC-RRLYR-11881\t0.682\t0.051\t0.732\t0.019\t1.700\t0.042\t6620\t100\t0.088\t0.087\t0.590\t0.099\t0.497\t0.028\t-0.684\t0.077\t\n",
"OGLE-LMC-RRLYR-11882\t0.700\t0.050\t0.741\t0.019\t1.668\t0.042\t6420\t100\t0.170\t0.087\t0.697\t0.098\t0.533\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-11884\t0.573\t0.050\t0.710\t0.019\t1.643\t0.042\t6580\t100\t0.184\t0.087\t0.699\t0.099\t0.505\t0.028\t-0.598\t0.077\t\n",
"OGLE-LMC-RRLYR-11886\t0.646\t0.051\t0.723\t0.019\t1.671\t0.042\t6570\t100\t0.139\t0.087\t0.641\t0.099\t0.503\t0.028\t-0.644\t0.078\t\n",
"OGLE-LMC-RRLYR-11890\t0.526\t0.050\t0.670\t0.019\t1.660\t0.042\t6930\t100\t0.198\t0.087\t0.625\t0.098\t0.418\t0.028\t-0.451\t0.077\t\n",
"OGLE-LMC-RRLYR-11891\t0.630\t0.055\t0.754\t0.021\t1.732\t0.043\t6590\t110\t-0.022\t0.089\t0.49\t0.10\t0.506\t0.030\t-0.804\t0.085\t\n",
"OGLE-LMC-RRLYR-11896\t0.618\t0.050\t0.741\t0.019\t1.633\t0.043\t6320\t100\t0.182\t0.089\t0.73\t0.10\t0.558\t0.028\t-0.686\t0.077\t\n",
"OGLE-LMC-RRLYR-11898\t0.635\t0.051\t0.729\t0.019\t1.694\t0.042\t6630\t100\t0.086\t0.087\t0.588\t0.098\t0.494\t0.028\t-0.680\t0.078\t\n",
"OGLE-LMC-RRLYR-11903\t0.575\t0.053\t0.692\t0.020\t1.654\t0.042\t6750\t100\t0.189\t0.088\t0.664\t0.099\t0.465\t0.028\t-0.532\t0.080\t\n",
"OGLE-LMC-RRLYR-11906\t0.572\t0.051\t0.712\t0.019\t1.670\t0.042\t6660\t100\t0.140\t0.087\t0.634\t0.098\t0.484\t0.028\t-0.608\t0.078\t\n",
"OGLE-LMC-RRLYR-11908\t0.693\t0.051\t0.748\t0.019\t1.697\t0.042\t6480\t100\t0.090\t0.087\t0.612\t0.098\t0.525\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-11909\t0.579\t0.050\t0.720\t0.019\t1.692\t0.042\t6680\t100\t0.079\t0.087\t0.562\t0.099\t0.481\t0.028\t-0.663\t0.077\t\n",
"OGLE-LMC-RRLYR-11916\t0.698\t0.050\t0.768\t0.019\t1.673\t0.042\t6230\t100\t0.089\t0.088\t0.65\t0.10\t0.567\t0.028\t-0.797\t0.077\t\n",
"OGLE-LMC-RRLYR-11919\t0.627\t0.050\t0.798\t0.019\t1.787\t0.042\t6430\t100\t-0.188\t0.087\t0.340\t0.099\t0.531\t0.028\t-1.009\t0.079\t\n",
"OGLE-LMC-RRLYR-11923\t0.629\t0.050\t0.726\t0.019\t1.656\t0.042\t6490\t100\t0.169\t0.087\t0.680\t0.099\t0.519\t0.028\t-0.640\t0.077\t\n",
"OGLE-LMC-RRLYR-11930\t0.672\t0.052\t0.734\t0.020\t1.682\t0.042\t6530\t100\t0.130\t0.088\t0.625\t0.099\t0.508\t0.029\t-0.661\t0.080\t\n",
"OGLE-LMC-RRLYR-11936\t0.600\t0.050\t0.754\t0.019\t1.721\t0.043\t6550\t100\t-0.004\t0.090\t0.48\t0.10\t0.490\t0.029\t-0.770\t0.078\t\n",
"OGLE-LMC-RRLYR-11938\t0.675\t0.051\t0.734\t0.019\t1.689\t0.042\t6550\t100\t0.107\t0.087\t0.617\t0.098\t0.509\t0.028\t-0.687\t0.077\t\n",
"OGLE-LMC-RRLYR-11941\t0.642\t0.051\t0.725\t0.019\t1.694\t0.042\t6640\t100\t0.118\t0.087\t0.609\t0.099\t0.486\t0.028\t-0.639\t0.078\t\n",
"OGLE-LMC-RRLYR-11942\t0.666\t0.052\t0.718\t0.020\t1.656\t0.042\t6560\t100\t0.185\t0.088\t0.69\t0.10\t0.510\t0.028\t-0.609\t0.079\t\n",
"OGLE-LMC-RRLYR-11943\t0.572\t0.049\t0.734\t0.019\t1.736\t0.042\t6750\t100\t-0.013\t0.087\t0.459\t0.098\t0.468\t0.028\t-0.740\t0.077\t\n",
"OGLE-LMC-RRLYR-11944\t0.663\t0.050\t0.740\t0.019\t1.709\t0.042\t6590\t100\t0.056\t0.087\t0.564\t0.098\t0.501\t0.028\t-0.722\t0.077\t\n",
"OGLE-LMC-RRLYR-11948\t0.572\t0.053\t0.745\t0.020\t1.716\t0.043\t6580\t100\t-0.004\t0.088\t0.51\t0.10\t0.505\t0.029\t-0.784\t0.080\t\n",
"OGLE-LMC-RRLYR-11951\t0.620\t0.050\t0.803\t0.019\t1.765\t0.042\t6350\t100\t-0.152\t0.087\t0.397\t0.099\t0.547\t0.028\t-1.001\t0.078\t\n",
"OGLE-LMC-RRLYR-11952\t0.589\t0.053\t0.727\t0.020\t1.667\t0.042\t6530\t100\t0.118\t0.088\t0.63\t0.10\t0.514\t0.028\t-0.676\t0.079\t\n",
"OGLE-LMC-RRLYR-11953\t0.651\t0.058\t0.726\t0.021\t1.645\t0.045\t6460\t110\t0.163\t0.095\t0.70\t0.11\t0.529\t0.030\t-0.657\t0.086\t\n",
"OGLE-LMC-RRLYR-11956\t0.705\t0.051\t0.782\t0.019\t1.764\t0.042\t6470\t100\t-0.098\t0.087\t0.423\t0.099\t0.525\t0.028\t-0.915\t0.078\t\n",
"OGLE-LMC-RRLYR-11957\t0.646\t0.051\t0.728\t0.019\t1.678\t0.042\t6570\t100\t0.114\t0.087\t0.627\t0.099\t0.507\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-11958\t0.750\t0.061\t0.767\t0.022\t1.698\t0.045\t6340\t110\t0.088\t0.092\t0.62\t0.10\t0.551\t0.030\t-0.775\t0.085\t\n",
"OGLE-LMC-RRLYR-11959\t0.583\t0.050\t0.694\t0.019\t1.591\t0.042\t6500\t100\t0.282\t0.088\t0.81\t0.10\t0.525\t0.028\t-0.532\t0.078\t\n",
"OGLE-LMC-RRLYR-11969\t0.614\t0.054\t0.734\t0.020\t1.684\t0.043\t6540\t100\t0.089\t0.089\t0.60\t0.10\t0.514\t0.029\t-0.705\t0.080\t\n",
"OGLE-LMC-RRLYR-11970\t0.690\t0.057\t0.745\t0.021\t1.709\t0.044\t6530\t110\t0.085\t0.091\t0.59\t0.10\t0.508\t0.029\t-0.708\t0.085\t\n",
"OGLE-LMC-RRLYR-11972\t0.607\t0.051\t0.717\t0.019\t1.664\t0.042\t6600\t100\t0.149\t0.087\t0.655\t0.099\t0.499\t0.028\t-0.624\t0.078\t\n",
"OGLE-LMC-RRLYR-11973\t0.612\t0.050\t0.730\t0.019\t1.715\t0.042\t6680\t100\t0.044\t0.087\t0.533\t0.098\t0.479\t0.028\t-0.697\t0.077\t\n",
"OGLE-LMC-RRLYR-11974\t0.679\t0.050\t0.754\t0.019\t1.646\t0.042\t6290\t100\t0.162\t0.088\t0.72\t0.10\t0.568\t0.028\t-0.719\t0.077\t\n",
"OGLE-LMC-RRLYR-11977\t0.720\t0.052\t0.726\t0.019\t1.688\t0.042\t6610\t100\t0.155\t0.087\t0.646\t0.099\t0.495\t0.028\t-0.618\t0.078\t\n",
"OGLE-LMC-RRLYR-11979\t0.611\t0.051\t0.731\t0.019\t1.678\t0.042\t6530\t100\t0.109\t0.087\t0.607\t0.099\t0.508\t0.028\t-0.682\t0.078\t\n",
"OGLE-LMC-RRLYR-11981\t0.572\t0.049\t0.740\t0.019\t1.746\t0.042\t6730\t100\t-0.046\t0.087\t0.431\t0.098\t0.472\t0.028\t-0.779\t0.077\t\n",
"OGLE-LMC-RRLYR-11984\t0.642\t0.051\t0.718\t0.019\t1.681\t0.042\t6650\t100\t0.135\t0.087\t0.640\t0.099\t0.489\t0.028\t-0.623\t0.078\t\n",
"OGLE-LMC-RRLYR-11985\t0.704\t0.051\t0.758\t0.019\t1.676\t0.042\t6320\t100\t0.101\t0.087\t0.650\t0.099\t0.558\t0.028\t-0.771\t0.078\t\n",
"OGLE-LMC-RRLYR-11991\t0.661\t0.050\t0.753\t0.019\t1.648\t0.042\t6300\t100\t0.151\t0.088\t0.71\t0.10\t0.563\t0.028\t-0.723\t0.077\t\n",
"OGLE-LMC-RRLYR-11993\t0.638\t0.052\t0.738\t0.019\t1.720\t0.042\t6640\t100\t0.029\t0.087\t0.510\t0.099\t0.484\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-11995\t0.578\t0.052\t0.696\t0.020\t1.638\t0.042\t6660\t100\t0.221\t0.087\t0.714\t0.099\t0.484\t0.029\t-0.531\t0.079\t\n",
"OGLE-LMC-RRLYR-11997\t0.569\t0.050\t0.689\t0.019\t1.648\t0.042\t6750\t100\t0.213\t0.087\t0.688\t0.099\t0.463\t0.028\t-0.504\t0.078\t\n",
"OGLE-LMC-RRLYR-11998\t0.639\t0.051\t0.710\t0.019\t1.651\t0.042\t6610\t100\t0.226\t0.087\t0.726\t0.099\t0.494\t0.028\t-0.543\t0.078\t\n",
"OGLE-LMC-RRLYR-12001\t0.604\t0.051\t0.749\t0.019\t1.740\t0.042\t6630\t100\t-0.031\t0.087\t0.458\t0.099\t0.486\t0.028\t-0.786\t0.078\t\n",
"OGLE-LMC-RRLYR-12004\t0.652\t0.051\t0.723\t0.019\t1.667\t0.042\t6570\t100\t0.164\t0.087\t0.674\t0.098\t0.507\t0.028\t-0.622\t0.078\t\n",
"OGLE-LMC-RRLYR-12013\t0.695\t0.050\t0.763\t0.019\t1.754\t0.042\t6580\t100\t-0.052\t0.087\t0.465\t0.099\t0.507\t0.028\t-0.838\t0.078\t\n",
"OGLE-LMC-RRLYR-12015\t0.641\t0.051\t0.736\t0.019\t1.649\t0.042\t6400\t100\t0.180\t0.087\t0.712\t0.099\t0.540\t0.028\t-0.661\t0.078\t\n",
"OGLE-LMC-RRLYR-12017\t0.596\t0.050\t0.730\t0.019\t1.713\t0.042\t6670\t100\t0.043\t0.087\t0.530\t0.098\t0.480\t0.028\t-0.704\t0.077\t\n",
"OGLE-LMC-RRLYR-12018\t0.607\t0.051\t0.774\t0.019\t1.793\t0.042\t6660\t100\t-0.166\t0.087\t0.330\t0.099\t0.491\t0.028\t-0.924\t0.078\t\n",
"OGLE-LMC-RRLYR-12019\t0.634\t0.051\t0.719\t0.019\t1.713\t0.042\t6760\t100\t0.072\t0.088\t0.540\t0.099\t0.463\t0.028\t-0.645\t0.079\t\n",
"OGLE-LMC-RRLYR-12021\t0.646\t0.050\t0.746\t0.019\t1.632\t0.042\t6280\t99\t0.195\t0.088\t0.752\t0.099\t0.569\t0.028\t-0.699\t0.077\t\n",
"OGLE-LMC-RRLYR-12022\t0.580\t0.051\t0.727\t0.019\t1.587\t0.043\t6250\t100\t0.270\t0.088\t0.84\t0.10\t0.580\t0.028\t-0.638\t0.078\t\n",
"OGLE-LMC-RRLYR-12025\t0.658\t0.050\t0.775\t0.019\t1.707\t0.042\t6320\t100\t0.000\t0.088\t0.55\t0.10\t0.557\t0.028\t-0.867\t0.078\t\n",
"OGLE-LMC-RRLYR-12027\t0.714\t0.051\t0.747\t0.019\t1.723\t0.042\t6580\t100\t0.042\t0.087\t0.545\t0.099\t0.503\t0.028\t-0.744\t0.078\t\n",
"OGLE-LMC-RRLYR-12028\t0.539\t0.052\t0.672\t0.020\t1.643\t0.042\t6860\t100\t0.233\t0.088\t0.689\t0.099\t0.441\t0.028\t-0.451\t0.079\t\n",
"OGLE-LMC-RRLYR-12031\t0.644\t0.051\t0.760\t0.019\t1.730\t0.042\t6510\t100\t-0.032\t0.088\t0.489\t0.099\t0.520\t0.028\t-0.834\t0.079\t\n",
"OGLE-LMC-RRLYR-12042\t0.649\t0.050\t0.753\t0.019\t1.733\t0.042\t6580\t100\t-0.021\t0.087\t0.489\t0.099\t0.505\t0.028\t-0.806\t0.077\t\n",
"OGLE-LMC-RRLYR-12043\t0.733\t0.051\t0.757\t0.019\t1.727\t0.042\t6528\t99\t0.021\t0.087\t0.548\t0.098\t0.519\t0.028\t-0.784\t0.077\t\n",
"OGLE-LMC-RRLYR-12045\t0.619\t0.050\t0.747\t0.019\t1.731\t0.042\t6610\t100\t0.000\t0.087\t0.504\t0.098\t0.493\t0.028\t-0.768\t0.077\t\n",
"OGLE-LMC-RRLYR-12056\t0.638\t0.050\t0.802\t0.019\t1.812\t0.042\t6500\t100\t-0.235\t0.087\t0.285\t0.098\t0.519\t0.028\t-1.035\t0.078\t\n",
"OGLE-LMC-RRLYR-12059\t0.662\t0.050\t0.771\t0.019\t1.757\t0.042\t6542\t99\t-0.079\t0.087\t0.434\t0.099\t0.512\t0.028\t-0.874\t0.077\t\n",
"OGLE-LMC-RRLYR-12065\t0.527\t0.053\t0.683\t0.020\t1.620\t0.042\t6680\t100\t0.267\t0.089\t0.74\t0.10\t0.475\t0.029\t-0.471\t0.081\t\n",
"OGLE-LMC-RRLYR-12068\t0.664\t0.050\t0.750\t0.019\t1.635\t0.042\t6254\t99\t0.190\t0.088\t0.750\t0.099\t0.571\t0.028\t-0.709\t0.077\t\n",
"OGLE-LMC-RRLYR-12070\t0.601\t0.051\t0.702\t0.019\t1.661\t0.042\t6710\t100\t0.172\t0.087\t0.661\t0.099\t0.478\t0.028\t-0.568\t0.078\t\n",
"OGLE-LMC-RRLYR-12076\t0.613\t0.051\t0.716\t0.019\t1.653\t0.042\t6560\t100\t0.183\t0.087\t0.691\t0.099\t0.507\t0.028\t-0.607\t0.078\t\n",
"OGLE-LMC-RRLYR-12088\t0.732\t0.050\t0.769\t0.019\t1.687\t0.042\t6280\t100\t0.099\t0.087\t0.647\t0.099\t0.562\t0.028\t-0.783\t0.077\t\n",
"OGLE-LMC-RRLYR-12089\t0.556\t0.050\t0.667\t0.019\t1.561\t0.042\t6590\t100\t0.369\t0.087\t0.887\t0.099\t0.506\t0.028\t-0.415\t0.077\t\n",
"OGLE-LMC-RRLYR-12090\t0.659\t0.050\t0.737\t0.019\t1.685\t0.042\t6530\t100\t0.088\t0.087\t0.617\t0.099\t0.520\t0.028\t-0.718\t0.078\t\n",
"OGLE-LMC-RRLYR-12091\t0.572\t0.050\t0.760\t0.019\t1.696\t0.043\t6410\t100\t0.026\t0.089\t0.55\t0.10\t0.530\t0.029\t-0.807\t0.078\t\n",
"OGLE-LMC-RRLYR-12092\t0.576\t0.050\t0.728\t0.019\t1.631\t0.043\t6420\t100\t0.193\t0.090\t0.71\t0.10\t0.526\t0.029\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-12093\t0.623\t0.051\t0.751\t0.019\t1.664\t0.043\t6370\t100\t0.122\t0.090\t0.65\t0.10\t0.541\t0.029\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-12094\t0.547\t0.050\t0.661\t0.019\t1.608\t0.042\t6780\t100\t0.299\t0.088\t0.74\t0.10\t0.448\t0.028\t-0.406\t0.077\t\n",
"OGLE-LMC-RRLYR-12096\t0.679\t0.055\t0.742\t0.021\t1.674\t0.043\t6440\t100\t0.109\t0.090\t0.64\t0.10\t0.536\t0.029\t-0.730\t0.085\t\n",
"OGLE-LMC-RRLYR-12097\t0.668\t0.061\t0.730\t0.023\t1.671\t0.046\t6520\t110\t0.183\t0.096\t0.69\t0.11\t0.511\t0.030\t-0.616\t0.090\t\n",
"OGLE-LMC-RRLYR-12106\t0.614\t0.053\t0.704\t0.020\t1.646\t0.042\t6620\t100\t0.203\t0.088\t0.696\t0.099\t0.493\t0.029\t-0.565\t0.081\t\n",
"OGLE-LMC-RRLYR-12108\t0.626\t0.050\t0.722\t0.019\t1.628\t0.043\t6480\t100\t0.194\t0.090\t0.71\t0.10\t0.521\t0.029\t-0.606\t0.078\t\n",
"OGLE-LMC-RRLYR-12112\t0.628\t0.051\t0.723\t0.019\t1.674\t0.042\t6580\t100\t0.146\t0.087\t0.638\t0.098\t0.498\t0.028\t-0.628\t0.078\t\n",
"OGLE-LMC-RRLYR-12114\t0.617\t0.051\t0.714\t0.019\t1.671\t0.042\t6640\t100\t0.170\t0.087\t0.661\t0.099\t0.486\t0.028\t-0.589\t0.078\t\n",
"OGLE-LMC-RRLYR-12116\t0.679\t0.050\t0.754\t0.019\t1.664\t0.042\t6320\t100\t0.131\t0.088\t0.67\t0.10\t0.556\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-12120\t0.731\t0.050\t0.773\t0.019\t1.709\t0.042\t6340\t100\t0.045\t0.087\t0.588\t0.098\t0.550\t0.028\t-0.812\t0.077\t\n",
"OGLE-LMC-RRLYR-12122\t0.572\t0.050\t0.653\t0.019\t1.589\t0.042\t6780\t100\t0.321\t0.088\t0.77\t0.10\t0.439\t0.028\t-0.367\t0.078\t\n",
"OGLE-LMC-RRLYR-12128\t0.704\t0.052\t0.733\t0.020\t1.687\t0.042\t6560\t100\t0.145\t0.088\t0.654\t0.099\t0.507\t0.028\t-0.647\t0.079\t\n",
"OGLE-LMC-RRLYR-12130\t0.586\t0.050\t0.737\t0.019\t1.740\t0.042\t6740\t100\t-0.022\t0.087\t0.457\t0.098\t0.471\t0.028\t-0.752\t0.078\t\n",
"OGLE-LMC-RRLYR-12133\t0.667\t0.051\t0.752\t0.019\t1.705\t0.042\t6490\t100\t0.065\t0.087\t0.577\t0.098\t0.518\t0.028\t-0.742\t0.078\t\n",
"OGLE-LMC-RRLYR-12136\t0.558\t0.052\t0.677\t0.019\t1.603\t0.042\t6650\t100\t0.294\t0.087\t0.780\t0.099\t0.485\t0.028\t-0.456\t0.078\t\n",
"OGLE-LMC-RRLYR-12141\t0.564\t0.051\t0.681\t0.019\t1.656\t0.042\t6820\t100\t0.201\t0.087\t0.664\t0.099\t0.446\t0.029\t-0.492\t0.079\t\n",
"OGLE-LMC-RRLYR-12142\t0.567\t0.051\t0.699\t0.019\t1.625\t0.042\t6590\t100\t0.252\t0.087\t0.754\t0.099\t0.499\t0.028\t-0.520\t0.078\t\n",
"OGLE-LMC-RRLYR-12147\t0.708\t0.050\t0.754\t0.019\t1.701\t0.042\t6450\t100\t0.065\t0.087\t0.601\t0.099\t0.534\t0.028\t-0.769\t0.078\t\n",
"OGLE-LMC-RRLYR-12149\t0.596\t0.052\t0.705\t0.020\t1.678\t0.042\t6750\t100\t0.137\t0.087\t0.615\t0.098\t0.468\t0.028\t-0.587\t0.079\t\n",
"OGLE-LMC-RRLYR-12150\t0.618\t0.053\t0.719\t0.020\t1.681\t0.042\t6640\t100\t0.118\t0.088\t0.620\t0.099\t0.489\t0.028\t-0.643\t0.079\t\n",
"OGLE-LMC-RRLYR-12153\t0.520\t0.049\t0.690\t0.019\t1.645\t0.042\t6730\t100\t0.187\t0.087\t0.664\t0.098\t0.468\t0.028\t-0.537\t0.077\t\n",
"OGLE-LMC-RRLYR-12154\t0.747\t0.050\t0.803\t0.019\t1.682\t0.042\t6064\t99\t0.028\t0.087\t0.660\t0.098\t0.634\t0.028\t-0.960\t0.077\t\n",
"OGLE-LMC-RRLYR-12156\t0.599\t0.050\t0.727\t0.019\t1.591\t0.042\t6270\t100\t0.278\t0.088\t0.83\t0.10\t0.568\t0.028\t-0.613\t0.077\t\n",
"OGLE-LMC-RRLYR-12158\t0.648\t0.050\t0.750\t0.019\t1.648\t0.042\t6311\t99\t0.160\t0.087\t0.713\t0.099\t0.562\t0.028\t-0.718\t0.077\t\n",
"OGLE-LMC-RRLYR-12159\t0.541\t0.049\t0.702\t0.019\t1.672\t0.042\t6750\t100\t0.130\t0.087\t0.607\t0.098\t0.465\t0.028\t-0.594\t0.077\t\n",
"OGLE-LMC-RRLYR-12160\t0.631\t0.053\t0.694\t0.020\t1.662\t0.042\t6750\t100\t0.193\t0.088\t0.676\t0.099\t0.467\t0.028\t-0.534\t0.080\t\n",
"OGLE-LMC-RRLYR-12161\t0.687\t0.050\t0.753\t0.019\t1.665\t0.042\t6320\t100\t0.133\t0.087\t0.677\t0.099\t0.554\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-12162\t0.577\t0.050\t0.697\t0.019\t1.673\t0.042\t6790\t100\t0.149\t0.087\t0.610\t0.098\t0.458\t0.028\t-0.558\t0.077\t\n",
"OGLE-LMC-RRLYR-12163\t0.708\t0.052\t0.748\t0.019\t1.694\t0.042\t6480\t100\t0.072\t0.087\t0.608\t0.099\t0.531\t0.028\t-0.752\t0.078\t\n",
"OGLE-LMC-RRLYR-12166\t0.635\t0.050\t0.734\t0.019\t1.708\t0.042\t6630\t100\t0.062\t0.087\t0.553\t0.099\t0.484\t0.028\t-0.692\t0.077\t\n",
"OGLE-LMC-RRLYR-12168\t0.592\t0.050\t0.713\t0.019\t1.661\t0.042\t6610\t100\t0.167\t0.087\t0.663\t0.098\t0.495\t0.028\t-0.603\t0.078\t\n",
"OGLE-LMC-RRLYR-12170\t0.588\t0.053\t0.679\t0.020\t1.646\t0.042\t6810\t100\t0.230\t0.088\t0.696\t0.099\t0.454\t0.028\t-0.473\t0.080\t\n",
"OGLE-LMC-RRLYR-12172\t0.694\t0.052\t0.767\t0.020\t1.818\t0.042\t6790\t100\t-0.170\t0.087\t0.298\t0.098\t0.459\t0.028\t-0.878\t0.079\t\n",
"OGLE-LMC-RRLYR-12182\t0.617\t0.052\t0.725\t0.020\t1.640\t0.042\t6440\t100\t0.196\t0.088\t0.720\t0.099\t0.530\t0.028\t-0.631\t0.079\t\n",
"OGLE-LMC-RRLYR-12184\t0.556\t0.050\t0.682\t0.019\t1.644\t0.042\t6790\t100\t0.230\t0.087\t0.697\t0.098\t0.454\t0.028\t-0.474\t0.077\t\n",
"OGLE-LMC-RRLYR-12188\t0.744\t0.051\t0.786\t0.019\t1.744\t0.042\t6360\t100\t-0.055\t0.087\t0.507\t0.098\t0.554\t0.028\t-0.922\t0.078\t\n",
"OGLE-LMC-RRLYR-12189\t0.606\t0.050\t0.741\t0.019\t1.640\t0.043\t6350\t100\t0.166\t0.088\t0.71\t0.10\t0.548\t0.028\t-0.688\t0.077\t\n",
"OGLE-LMC-RRLYR-12192\t0.748\t0.050\t0.780\t0.019\t1.712\t0.042\t6300\t100\t0.030\t0.087\t0.583\t0.099\t0.558\t0.028\t-0.837\t0.077\t\n",
"OGLE-LMC-RRLYR-12197\t0.630\t0.051\t0.819\t0.020\t1.827\t0.042\t6440\t110\t-0.281\t0.088\t0.24\t0.10\t0.522\t0.030\t-1.095\t0.080\t\n",
"OGLE-LMC-RRLYR-12198\t0.690\t0.050\t0.797\t0.019\t1.773\t0.042\t6390\t100\t-0.141\t0.087\t0.393\t0.099\t0.541\t0.028\t-0.981\t0.078\t\n",
"OGLE-LMC-RRLYR-12203\t0.634\t0.051\t0.708\t0.019\t1.663\t0.042\t6650\t100\t0.184\t0.088\t0.664\t0.099\t0.476\t0.028\t-0.566\t0.078\t\n",
"OGLE-LMC-RRLYR-12205\t0.612\t0.052\t0.751\t0.019\t1.718\t0.042\t6540\t100\t-0.010\t0.088\t0.49\t0.10\t0.512\t0.028\t-0.800\t0.079\t\n",
"OGLE-LMC-RRLYR-12208\t0.722\t0.050\t0.751\t0.019\t1.658\t0.042\t6310\t100\t0.173\t0.087\t0.722\t0.098\t0.558\t0.028\t-0.701\t0.077\t\n",
"OGLE-LMC-RRLYR-12211\t0.621\t0.052\t0.719\t0.020\t1.678\t0.042\t6620\t100\t0.132\t0.088\t0.623\t0.099\t0.490\t0.028\t-0.634\t0.080\t\n",
"OGLE-LMC-RRLYR-12213\t0.604\t0.050\t0.739\t0.019\t1.613\t0.043\t6270\t100\t0.217\t0.089\t0.78\t0.10\t0.572\t0.028\t-0.672\t0.077\t\n",
"OGLE-LMC-RRLYR-12216\t0.667\t0.051\t0.786\t0.019\t1.755\t0.042\t6400\t100\t-0.096\t0.087\t0.434\t0.099\t0.537\t0.028\t-0.932\t0.078\t\n",
"OGLE-LMC-RRLYR-12220\t0.685\t0.051\t0.737\t0.019\t1.677\t0.042\t6480\t100\t0.115\t0.087\t0.639\t0.099\t0.526\t0.028\t-0.705\t0.078\t\n",
"OGLE-LMC-RRLYR-12221\t0.688\t0.051\t0.815\t0.019\t1.752\t0.042\t6210\t100\t-0.103\t0.088\t0.46\t0.10\t0.583\t0.029\t-1.018\t0.078\t\n",
"OGLE-LMC-RRLYR-12223\t0.674\t0.052\t0.740\t0.020\t1.651\t0.042\t6380\t100\t0.140\t0.089\t0.70\t0.10\t0.554\t0.029\t-0.707\t0.080\t\n",
"OGLE-LMC-RRLYR-12224\t0.617\t0.052\t0.698\t0.019\t1.648\t0.042\t6670\t100\t0.195\t0.088\t0.698\t0.099\t0.484\t0.028\t-0.556\t0.079\t\n",
"OGLE-LMC-RRLYR-12227\t0.601\t0.051\t0.691\t0.019\t1.553\t0.042\t6380\t100\t0.396\t0.089\t0.92\t0.10\t0.544\t0.028\t-0.454\t0.079\t\n",
"OGLE-LMC-RRLYR-12229\t0.653\t0.052\t0.725\t0.019\t1.684\t0.042\t6610\t100\t0.112\t0.088\t0.614\t0.099\t0.498\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-12230\t0.587\t0.050\t0.690\t0.019\t1.676\t0.042\t6860\t100\t0.172\t0.087\t0.622\t0.098\t0.445\t0.028\t-0.515\t0.078\t\n",
"OGLE-LMC-RRLYR-12231\t0.629\t0.050\t0.719\t0.019\t1.666\t0.042\t6600\t100\t0.147\t0.087\t0.656\t0.099\t0.502\t0.028\t-0.631\t0.077\t\n",
"OGLE-LMC-RRLYR-12237\t0.579\t0.051\t0.719\t0.019\t1.699\t0.042\t6680\t100\t0.061\t0.088\t0.54\t0.10\t0.470\t0.029\t-0.672\t0.079\t\n",
"OGLE-LMC-RRLYR-12239\t0.610\t0.055\t0.718\t0.021\t1.698\t0.043\t6710\t110\t0.091\t0.089\t0.57\t0.10\t0.473\t0.029\t-0.645\t0.084\t\n",
"OGLE-LMC-RRLYR-12241\t0.635\t0.050\t0.741\t0.019\t1.726\t0.042\t6650\t100\t0.005\t0.087\t0.506\t0.098\t0.493\t0.028\t-0.760\t0.078\t\n",
"OGLE-LMC-RRLYR-12243\t0.572\t0.051\t0.738\t0.021\t1.596\t0.043\t6220\t110\t0.238\t0.090\t0.83\t0.10\t0.591\t0.030\t-0.659\t0.081\t\n",
"OGLE-LMC-RRLYR-12248\t0.637\t0.052\t0.716\t0.019\t1.648\t0.042\t6550\t100\t0.199\t0.087\t0.718\t0.099\t0.512\t0.028\t-0.597\t0.078\t\n",
"OGLE-LMC-RRLYR-12249\t0.679\t0.050\t0.756\t0.019\t1.651\t0.042\t6281\t99\t0.144\t0.088\t0.708\t0.099\t0.567\t0.028\t-0.738\t0.077\t\n",
"OGLE-LMC-RRLYR-12251\t0.602\t0.052\t0.694\t0.019\t1.654\t0.042\t6730\t100\t0.198\t0.087\t0.682\t0.098\t0.471\t0.028\t-0.533\t0.079\t\n",
"OGLE-LMC-RRLYR-12252\t0.618\t0.051\t0.774\t0.019\t1.760\t0.042\t6530\t100\t-0.104\t0.087\t0.421\t0.099\t0.519\t0.028\t-0.904\t0.078\t\n",
"OGLE-LMC-RRLYR-12253\t0.575\t0.051\t0.674\t0.019\t1.623\t0.042\t6750\t100\t0.284\t0.087\t0.755\t0.099\t0.460\t0.028\t-0.439\t0.078\t\n",
"OGLE-LMC-RRLYR-12257\t0.640\t0.050\t0.726\t0.019\t1.687\t0.042\t6620\t100\t0.099\t0.087\t0.602\t0.098\t0.497\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-12261\t0.657\t0.051\t0.731\t0.019\t1.711\t0.042\t6660\t100\t0.068\t0.087\t0.566\t0.099\t0.487\t0.028\t-0.687\t0.078\t\n",
"OGLE-LMC-RRLYR-12262\t0.624\t0.051\t0.690\t0.019\t1.595\t0.043\t6540\t100\t0.345\t0.089\t0.83\t0.10\t0.503\t0.028\t-0.441\t0.079\t\n",
"OGLE-LMC-RRLYR-12265\t0.555\t0.053\t0.691\t0.020\t1.651\t0.042\t6740\t110\t0.191\t0.088\t0.66\t0.10\t0.465\t0.029\t-0.528\t0.079\t\n",
"OGLE-LMC-RRLYR-12268\t0.713\t0.050\t0.819\t0.019\t1.794\t0.043\t6350\t110\t-0.196\t0.089\t0.33\t0.10\t0.537\t0.030\t-1.033\t0.078\t\n",
"OGLE-LMC-RRLYR-12270\t0.537\t0.049\t0.672\t0.019\t1.608\t0.042\t6730\t100\t0.282\t0.087\t0.758\t0.098\t0.470\t0.028\t-0.444\t0.077\t\n",
"OGLE-LMC-RRLYR-12274\t0.671\t0.051\t0.748\t0.019\t1.674\t0.042\t6400\t100\t0.116\t0.087\t0.646\t0.099\t0.540\t0.028\t-0.726\t0.078\t\n",
"OGLE-LMC-RRLYR-12282\t0.551\t0.049\t0.726\t0.019\t1.726\t0.042\t6760\t100\t0.007\t0.087\t0.476\t0.099\t0.459\t0.028\t-0.709\t0.077\t\n",
"OGLE-LMC-RRLYR-12287\t0.727\t0.050\t0.751\t0.019\t1.607\t0.042\t6129\t99\t0.238\t0.087\t0.838\t0.099\t0.603\t0.028\t-0.711\t0.077\t\n",
"OGLE-LMC-RRLYR-12288\t0.614\t0.050\t0.716\t0.019\t1.720\t0.042\t6810\t100\t0.054\t0.087\t0.503\t0.099\t0.452\t0.028\t-0.645\t0.077\t\n",
"OGLE-LMC-RRLYR-12289\t0.701\t0.051\t0.757\t0.019\t1.669\t0.042\t6310\t100\t0.138\t0.087\t0.683\t0.099\t0.557\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-12290\t0.744\t0.051\t0.762\t0.019\t1.736\t0.042\t6520\t100\t0.007\t0.087\t0.529\t0.099\t0.519\t0.028\t-0.801\t0.078\t\n",
"OGLE-LMC-RRLYR-12292\t0.559\t0.051\t0.702\t0.019\t1.665\t0.042\t6720\t100\t0.150\t0.087\t0.633\t0.099\t0.473\t0.028\t-0.583\t0.078\t\n",
"OGLE-LMC-RRLYR-12293\t0.637\t0.050\t0.740\t0.019\t1.685\t0.042\t6480\t100\t0.076\t0.087\t0.600\t0.099\t0.523\t0.028\t-0.736\t0.077\t\n",
"OGLE-LMC-RRLYR-12298\t0.659\t0.052\t0.743\t0.020\t1.648\t0.042\t6350\t100\t0.176\t0.088\t0.717\t0.099\t0.553\t0.029\t-0.684\t0.080\t\n",
"OGLE-LMC-RRLYR-12299\t0.780\t0.050\t0.786\t0.019\t1.714\t0.042\t6260\t100\t0.047\t0.087\t0.604\t0.098\t0.568\t0.028\t-0.848\t0.077\t\n",
"OGLE-LMC-RRLYR-12304\t0.756\t0.051\t0.790\t0.020\t1.710\t0.043\t6210\t100\t0.045\t0.089\t0.60\t0.10\t0.579\t0.029\t-0.873\t0.080\t\n",
"OGLE-LMC-RRLYR-12311\t0.755\t0.050\t0.779\t0.019\t1.698\t0.042\t6250\t100\t0.037\t0.087\t0.608\t0.099\t0.576\t0.028\t-0.865\t0.077\t\n",
"OGLE-LMC-RRLYR-12313\t0.641\t0.050\t0.760\t0.019\t1.670\t0.042\t6333\t99\t0.098\t0.087\t0.648\t0.099\t0.556\t0.028\t-0.771\t0.077\t\n",
"OGLE-LMC-RRLYR-12318\t0.570\t0.052\t0.678\t0.020\t1.603\t0.042\t6670\t100\t0.307\t0.087\t0.796\t0.099\t0.484\t0.028\t-0.445\t0.078\t\n",
"OGLE-LMC-RRLYR-12322\t0.654\t0.050\t0.799\t0.019\t1.757\t0.042\t6342\t99\t-0.101\t0.087\t0.441\t0.099\t0.550\t0.028\t-0.958\t0.077\t\n",
"OGLE-LMC-RRLYR-12327\t0.687\t0.050\t0.743\t0.019\t1.699\t0.042\t6520\t100\t0.091\t0.087\t0.608\t0.098\t0.516\t0.028\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-12328\t0.530\t0.050\t0.704\t0.019\t1.683\t0.042\t6770\t100\t0.111\t0.087\t0.577\t0.098\t0.459\t0.029\t-0.603\t0.078\t\n",
"OGLE-LMC-RRLYR-12332\t0.679\t0.051\t0.746\t0.019\t1.654\t0.042\t6340\t100\t0.168\t0.087\t0.707\t0.099\t0.552\t0.028\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-12336\t0.750\t0.056\t0.755\t0.021\t1.720\t0.043\t6540\t100\t0.086\t0.089\t0.59\t0.10\t0.513\t0.029\t-0.707\t0.082\t\n",
"OGLE-LMC-RRLYR-12337\t0.651\t0.050\t0.756\t0.019\t1.677\t0.042\t6370\t100\t0.097\t0.088\t0.63\t0.10\t0.542\t0.028\t-0.751\t0.077\t\n",
"OGLE-LMC-RRLYR-12338\t0.650\t0.052\t0.725\t0.019\t1.688\t0.042\t6630\t100\t0.102\t0.088\t0.602\t0.099\t0.495\t0.029\t-0.666\t0.079\t\n",
"OGLE-LMC-RRLYR-12340\t0.665\t0.050\t0.749\t0.019\t1.725\t0.042\t6570\t100\t0.029\t0.087\t0.532\t0.098\t0.502\t0.028\t-0.751\t0.078\t\n",
"OGLE-LMC-RRLYR-12341\t0.578\t0.050\t0.719\t0.019\t1.681\t0.042\t6650\t100\t0.098\t0.087\t0.594\t0.099\t0.489\t0.028\t-0.659\t0.078\t\n",
"OGLE-LMC-RRLYR-12346\t0.727\t0.051\t0.813\t0.019\t1.810\t0.042\t6400\t100\t-0.214\t0.087\t0.324\t0.098\t0.539\t0.028\t-1.051\t0.079\t\n",
"OGLE-LMC-RRLYR-12347\t0.678\t0.051\t0.763\t0.019\t1.742\t0.042\t6530\t100\t-0.032\t0.087\t0.468\t0.099\t0.509\t0.028\t-0.820\t0.078\t\n",
"OGLE-LMC-RRLYR-12349\t0.703\t0.051\t0.832\t0.019\t1.815\t0.043\t6300\t100\t-0.249\t0.089\t0.29\t0.10\t0.552\t0.029\t-1.112\t0.078\t\n",
"OGLE-LMC-RRLYR-12350\t0.647\t0.050\t0.727\t0.019\t1.686\t0.042\t6600\t100\t0.101\t0.087\t0.615\t0.098\t0.501\t0.028\t-0.678\t0.077\t\n",
"OGLE-LMC-RRLYR-12355\t0.636\t0.051\t0.734\t0.019\t1.701\t0.042\t6610\t100\t0.081\t0.087\t0.585\t0.098\t0.497\t0.028\t-0.689\t0.078\t\n",
"OGLE-LMC-RRLYR-12356\t0.737\t0.050\t0.762\t0.019\t1.682\t0.042\t6330\t100\t0.119\t0.088\t0.663\t0.099\t0.551\t0.028\t-0.742\t0.077\t\n",
"OGLE-LMC-RRLYR-12358\t0.742\t0.051\t0.793\t0.019\t1.787\t0.042\t6480\t100\t-0.144\t0.088\t0.385\t0.099\t0.529\t0.028\t-0.968\t0.078\t\n",
"OGLE-LMC-RRLYR-12364\t0.643\t0.051\t0.713\t0.019\t1.667\t0.042\t6630\t100\t0.161\t0.087\t0.665\t0.099\t0.493\t0.028\t-0.605\t0.078\t\n",
"OGLE-LMC-RRLYR-12371\t0.551\t0.049\t0.689\t0.019\t1.668\t0.042\t6820\t100\t0.160\t0.087\t0.616\t0.099\t0.445\t0.028\t-0.530\t0.077\t\n",
"OGLE-LMC-RRLYR-12375\t0.692\t0.050\t0.748\t0.019\t1.655\t0.042\t6310\t100\t0.162\t0.087\t0.707\t0.099\t0.557\t0.028\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-12380\t0.657\t0.051\t0.729\t0.019\t1.674\t0.042\t6540\t100\t0.155\t0.087\t0.654\t0.098\t0.508\t0.028\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-12382\t0.649\t0.050\t0.748\t0.019\t1.641\t0.042\t6300\t99\t0.167\t0.087\t0.725\t0.099\t0.564\t0.028\t-0.715\t0.077\t\n",
"OGLE-LMC-RRLYR-12387\t0.570\t0.050\t0.680\t0.019\t1.651\t0.042\t6820\t100\t0.212\t0.087\t0.679\t0.098\t0.449\t0.028\t-0.485\t0.077\t\n",
"OGLE-LMC-RRLYR-12390\t0.614\t0.050\t0.742\t0.019\t1.617\t0.042\t6271\t99\t0.217\t0.087\t0.783\t0.099\t0.575\t0.028\t-0.677\t0.077\t\n",
"OGLE-LMC-RRLYR-12397\t0.633\t0.052\t0.713\t0.020\t1.684\t0.042\t6690\t100\t0.130\t0.087\t0.621\t0.099\t0.477\t0.028\t-0.613\t0.079\t\n",
"OGLE-LMC-RRLYR-12398\t0.641\t0.050\t0.726\t0.019\t1.690\t0.042\t6630\t100\t0.111\t0.087\t0.605\t0.098\t0.492\t0.028\t-0.654\t0.077\t\n",
"OGLE-LMC-RRLYR-12403\t0.720\t0.050\t0.766\t0.019\t1.686\t0.042\t6310\t100\t0.093\t0.087\t0.641\t0.099\t0.558\t0.028\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-12404\t0.587\t0.050\t0.755\t0.019\t1.665\t0.042\t6340\t100\t0.098\t0.088\t0.64\t0.10\t0.554\t0.028\t-0.770\t0.077\t\n",
"OGLE-LMC-RRLYR-12407\t0.717\t0.051\t0.774\t0.019\t1.713\t0.042\t6340\t100\t0.032\t0.087\t0.575\t0.099\t0.548\t0.028\t-0.822\t0.078\t\n",
"OGLE-LMC-RRLYR-12409\t0.591\t0.050\t0.727\t0.019\t1.618\t0.043\t6390\t100\t0.220\t0.089\t0.75\t0.10\t0.541\t0.028\t-0.621\t0.077\t\n",
"OGLE-LMC-RRLYR-12410\t0.693\t0.051\t0.762\t0.020\t1.651\t0.043\t6220\t100\t0.147\t0.089\t0.71\t0.10\t0.581\t0.029\t-0.754\t0.080\t\n",
"OGLE-LMC-RRLYR-12413\t0.610\t0.050\t0.710\t0.019\t1.657\t0.042\t6630\t100\t0.167\t0.087\t0.665\t0.099\t0.494\t0.028\t-0.598\t0.078\t\n",
"OGLE-LMC-RRLYR-12424\t0.617\t0.051\t0.689\t0.019\t1.578\t0.042\t6480\t100\t0.365\t0.087\t0.872\t0.099\t0.521\t0.028\t-0.448\t0.079\t\n",
"OGLE-LMC-RRLYR-12429\t0.549\t0.050\t0.687\t0.019\t1.652\t0.042\t6770\t100\t0.201\t0.087\t0.666\t0.099\t0.456\t0.028\t-0.514\t0.077\t\n",
"OGLE-LMC-RRLYR-12430\t0.629\t0.051\t0.742\t0.020\t1.639\t0.043\t6320\t100\t0.169\t0.089\t0.71\t0.10\t0.558\t0.029\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-12433\t0.574\t0.050\t0.681\t0.019\t1.631\t0.041\t6750\t100\t0.243\t0.087\t0.725\t0.098\t0.469\t0.028\t-0.486\t0.077\t\n",
"OGLE-LMC-RRLYR-12434\t0.587\t0.053\t0.731\t0.020\t1.692\t0.042\t6600\t100\t0.084\t0.087\t0.589\t0.098\t0.497\t0.029\t-0.689\t0.079\t\n",
"OGLE-LMC-RRLYR-12436\t0.611\t0.052\t0.801\t0.020\t1.811\t0.042\t6510\t100\t-0.233\t0.088\t0.282\t0.099\t0.516\t0.029\t-1.029\t0.081\t\n",
"OGLE-LMC-RRLYR-12437\t0.647\t0.050\t0.759\t0.019\t1.661\t0.042\t6270\t100\t0.098\t0.088\t0.66\t0.10\t0.571\t0.028\t-0.785\t0.077\t\n",
"OGLE-LMC-RRLYR-12446\t0.678\t0.050\t0.744\t0.019\t1.670\t0.042\t6430\t100\t0.120\t0.088\t0.665\t0.099\t0.535\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-12448\t0.637\t0.053\t0.730\t0.020\t1.701\t0.042\t6640\t100\t0.075\t0.088\t0.585\t0.099\t0.494\t0.029\t-0.689\t0.081\t\n",
"OGLE-LMC-RRLYR-12449\t0.678\t0.051\t0.758\t0.019\t1.692\t0.042\t6400\t100\t0.087\t0.087\t0.615\t0.099\t0.537\t0.028\t-0.751\t0.078\t\n",
"OGLE-LMC-RRLYR-12455\t0.640\t0.051\t0.721\t0.019\t1.685\t0.042\t6640\t100\t0.119\t0.087\t0.619\t0.098\t0.489\t0.028\t-0.641\t0.078\t\n",
"OGLE-LMC-RRLYR-12457\t0.633\t0.050\t0.768\t0.019\t1.695\t0.042\t6330\t100\t0.035\t0.087\t0.580\t0.099\t0.553\t0.028\t-0.829\t0.077\t\n",
"OGLE-LMC-RRLYR-12464\t0.657\t0.051\t0.749\t0.019\t1.704\t0.042\t6510\t100\t0.038\t0.087\t0.563\t0.099\t0.521\t0.028\t-0.772\t0.078\t\n",
"OGLE-LMC-RRLYR-12466\t0.639\t0.050\t0.728\t0.019\t1.693\t0.042\t6620\t100\t0.090\t0.087\t0.594\t0.098\t0.496\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-12467\t0.604\t0.052\t0.757\t0.019\t1.721\t0.042\t6510\t100\t-0.024\t0.088\t0.506\t0.099\t0.521\t0.028\t-0.825\t0.079\t\n",
"OGLE-LMC-RRLYR-12469\t0.747\t0.051\t0.816\t0.019\t1.804\t0.042\t6360\t100\t-0.206\t0.087\t0.345\t0.099\t0.552\t0.028\t-1.062\t0.079\t\n",
"OGLE-LMC-RRLYR-12470\t0.617\t0.051\t0.700\t0.019\t1.606\t0.042\t6500\t100\t0.278\t0.088\t0.79\t0.10\t0.521\t0.028\t-0.530\t0.078\t\n",
"OGLE-LMC-RRLYR-12473\t0.621\t0.050\t0.752\t0.019\t1.653\t0.042\t6323\t99\t0.145\t0.087\t0.692\t0.099\t0.559\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-12474\t0.624\t0.050\t0.721\t0.019\t1.679\t0.042\t6620\t100\t0.123\t0.087\t0.623\t0.098\t0.495\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-12476\t0.734\t0.052\t0.752\t0.019\t1.718\t0.042\t6540\t100\t0.049\t0.087\t0.574\t0.098\t0.517\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-12477\t0.642\t0.050\t0.750\t0.019\t1.640\t0.042\t6278\t99\t0.167\t0.087\t0.730\t0.099\t0.571\t0.028\t-0.728\t0.077\t\n",
"OGLE-LMC-RRLYR-12481\t0.591\t0.052\t0.711\t0.019\t1.664\t0.042\t6640\t100\t0.149\t0.087\t0.639\t0.099\t0.488\t0.029\t-0.611\t0.079\t\n",
"OGLE-LMC-RRLYR-12484\t0.735\t0.050\t0.788\t0.019\t1.722\t0.042\t6289\t99\t-0.006\t0.087\t0.546\t0.099\t0.560\t0.028\t-0.881\t0.077\t\n",
"OGLE-LMC-RRLYR-12486\t0.577\t0.051\t0.727\t0.019\t1.684\t0.042\t6600\t100\t0.094\t0.087\t0.603\t0.098\t0.498\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-12489\t0.620\t0.050\t0.745\t0.019\t1.656\t0.042\t6390\t100\t0.135\t0.088\t0.67\t0.10\t0.538\t0.028\t-0.707\t0.077\t\n",
"OGLE-LMC-RRLYR-12491\t0.642\t0.053\t0.727\t0.020\t1.721\t0.042\t6740\t100\t0.048\t0.088\t0.524\t0.099\t0.471\t0.028\t-0.680\t0.081\t\n",
"OGLE-LMC-RRLYR-12494\t0.695\t0.050\t0.766\t0.019\t1.662\t0.042\t6240\t100\t0.117\t0.088\t0.68\t0.10\t0.579\t0.028\t-0.779\t0.078\t\n",
"OGLE-LMC-RRLYR-12495\t0.652\t0.050\t0.734\t0.019\t1.687\t0.042\t6550\t100\t0.094\t0.087\t0.615\t0.098\t0.512\t0.028\t-0.701\t0.077\t\n",
"OGLE-LMC-RRLYR-12497\t0.633\t0.051\t0.721\t0.019\t1.648\t0.042\t6490\t100\t0.179\t0.087\t0.702\t0.099\t0.524\t0.028\t-0.637\t0.078\t\n",
"OGLE-LMC-RRLYR-12499\t0.636\t0.051\t0.742\t0.019\t1.714\t0.042\t6590\t100\t0.029\t0.088\t0.516\t0.099\t0.489\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-12500\t0.650\t0.051\t0.749\t0.019\t1.750\t0.042\t6680\t100\t-0.033\t0.087\t0.454\t0.098\t0.483\t0.028\t-0.782\t0.078\t\n",
"OGLE-LMC-RRLYR-12502\t0.704\t0.051\t0.737\t0.019\t1.678\t0.042\t6490\t100\t0.145\t0.087\t0.668\t0.099\t0.524\t0.028\t-0.674\t0.078\t\n",
"OGLE-LMC-RRLYR-12508\t0.732\t0.050\t0.788\t0.019\t1.716\t0.042\t6260\t100\t-0.000\t0.087\t0.556\t0.099\t0.568\t0.028\t-0.889\t0.077\t\n",
"OGLE-LMC-RRLYR-12512\t0.702\t0.050\t0.814\t0.019\t1.787\t0.042\t6330\t100\t-0.160\t0.087\t0.379\t0.099\t0.551\t0.028\t-1.024\t0.077\t\n",
"OGLE-LMC-RRLYR-12517\t0.638\t0.050\t0.697\t0.019\t1.648\t0.042\t6660\t100\t0.229\t0.087\t0.712\t0.099\t0.483\t0.028\t-0.538\t0.077\t\n",
"OGLE-LMC-RRLYR-12518\t0.650\t0.051\t0.764\t0.019\t1.768\t0.042\t6630\t100\t-0.091\t0.087\t0.416\t0.098\t0.494\t0.028\t-0.855\t0.078\t\n",
"OGLE-LMC-RRLYR-12523\t0.645\t0.050\t0.735\t0.019\t1.669\t0.042\t6470\t100\t0.130\t0.087\t0.652\t0.098\t0.526\t0.028\t-0.694\t0.077\t\n",
"OGLE-LMC-RRLYR-12527\t0.728\t0.051\t0.774\t0.019\t1.728\t0.042\t6390\t100\t0.007\t0.087\t0.543\t0.098\t0.541\t0.028\t-0.839\t0.078\t\n",
"OGLE-LMC-RRLYR-12529\t0.577\t0.050\t0.733\t0.019\t1.713\t0.042\t6660\t100\t0.024\t0.087\t0.516\t0.099\t0.485\t0.028\t-0.725\t0.077\t\n",
"OGLE-LMC-RRLYR-12530\t0.644\t0.050\t0.792\t0.019\t1.786\t0.042\t6480\t100\t-0.169\t0.087\t0.355\t0.099\t0.525\t0.028\t-0.980\t0.078\t\n",
"OGLE-LMC-RRLYR-12532\t0.576\t0.054\t0.686\t0.020\t1.641\t0.043\t6740\t100\t0.212\t0.089\t0.70\t0.10\t0.470\t0.028\t-0.517\t0.081\t\n",
"OGLE-LMC-RRLYR-12535\t0.614\t0.050\t0.721\t0.019\t1.646\t0.042\t6490\t100\t0.183\t0.087\t0.703\t0.098\t0.522\t0.028\t-0.630\t0.077\t\n",
"OGLE-LMC-RRLYR-12541\t0.644\t0.051\t0.721\t0.019\t1.633\t0.042\t6440\t100\t0.221\t0.087\t0.744\t0.099\t0.531\t0.028\t-0.607\t0.078\t\n",
"OGLE-LMC-RRLYR-12543\t0.707\t0.052\t0.747\t0.020\t1.722\t0.042\t6580\t100\t0.041\t0.087\t0.553\t0.099\t0.505\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-12546\t0.770\t0.051\t0.777\t0.019\t1.747\t0.042\t6440\t100\t-0.025\t0.087\t0.502\t0.099\t0.533\t0.028\t-0.862\t0.078\t\n",
"OGLE-LMC-RRLYR-12548\t0.566\t0.050\t0.724\t0.019\t1.738\t0.042\t6840\t100\t0.015\t0.087\t0.473\t0.098\t0.448\t0.028\t-0.674\t0.078\t\n",
"OGLE-LMC-RRLYR-12550\t0.655\t0.053\t0.734\t0.020\t1.675\t0.042\t6510\t100\t0.130\t0.088\t0.640\t0.099\t0.517\t0.028\t-0.672\t0.079\t\n",
"OGLE-LMC-RRLYR-12553\t0.738\t0.050\t0.793\t0.019\t1.724\t0.042\t6245\t99\t-0.028\t0.087\t0.538\t0.099\t0.573\t0.028\t-0.923\t0.077\t\n",
"OGLE-LMC-RRLYR-12557\t0.682\t0.054\t0.736\t0.020\t1.650\t0.042\t6380\t100\t0.166\t0.089\t0.709\t0.099\t0.547\t0.029\t-0.693\t0.082\t\n",
"OGLE-LMC-RRLYR-12559\t0.625\t0.053\t0.705\t0.020\t1.682\t0.042\t6750\t100\t0.142\t0.088\t0.619\t0.099\t0.466\t0.028\t-0.581\t0.080\t\n",
"OGLE-LMC-RRLYR-12561\t0.660\t0.051\t0.738\t0.019\t1.689\t0.042\t6530\t100\t0.108\t0.087\t0.618\t0.099\t0.513\t0.028\t-0.691\t0.078\t\n",
"OGLE-LMC-RRLYR-12566\t0.580\t0.052\t0.698\t0.019\t1.607\t0.042\t6520\t100\t0.258\t0.088\t0.76\t0.10\t0.515\t0.028\t-0.542\t0.079\t\n",
"OGLE-LMC-RRLYR-12568\t0.647\t0.051\t0.727\t0.019\t1.676\t0.042\t6560\t100\t0.142\t0.087\t0.650\t0.098\t0.506\t0.028\t-0.648\t0.078\t\n",
"OGLE-LMC-RRLYR-12571\t0.578\t0.053\t0.691\t0.020\t1.647\t0.042\t6710\t100\t0.192\t0.088\t0.67\t0.10\t0.473\t0.029\t-0.540\t0.079\t\n",
"OGLE-LMC-RRLYR-12578\t0.628\t0.051\t0.727\t0.019\t1.661\t0.042\t6510\t100\t0.148\t0.087\t0.675\t0.099\t0.520\t0.028\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-12582\t0.690\t0.050\t0.760\t0.019\t1.667\t0.043\t6290\t100\t0.116\t0.089\t0.67\t0.10\t0.562\t0.028\t-0.762\t0.078\t\n",
"OGLE-LMC-RRLYR-12584\t0.689\t0.050\t0.804\t0.019\t1.799\t0.042\t6430\t100\t-0.203\t0.087\t0.331\t0.099\t0.536\t0.028\t-1.032\t0.078\t\n",
"OGLE-LMC-RRLYR-12585\t0.646\t0.052\t0.728\t0.019\t1.693\t0.042\t6630\t100\t0.090\t0.088\t0.591\t0.099\t0.495\t0.028\t-0.678\t0.079\t\n",
"OGLE-LMC-RRLYR-12590\t0.725\t0.050\t0.778\t0.019\t1.701\t0.042\t6280\t100\t0.044\t0.087\t0.594\t0.099\t0.563\t0.028\t-0.836\t0.077\t\n",
"OGLE-LMC-RRLYR-12594\t0.743\t0.050\t0.790\t0.019\t1.727\t0.042\t6284\t99\t-0.002\t0.087\t0.548\t0.099\t0.562\t0.028\t-0.885\t0.077\t\n",
"OGLE-LMC-RRLYR-12602\t0.749\t0.051\t0.766\t0.020\t1.752\t0.043\t6570\t100\t-0.017\t0.089\t0.46\t0.10\t0.490\t0.028\t-0.790\t0.079\t\n",
"OGLE-LMC-RRLYR-12603\t0.557\t0.050\t0.703\t0.019\t1.647\t0.042\t6640\t100\t0.197\t0.087\t0.700\t0.098\t0.489\t0.028\t-0.564\t0.077\t\n",
"OGLE-LMC-RRLYR-12605\t0.655\t0.050\t0.772\t0.019\t1.765\t0.042\t6550\t100\t-0.103\t0.087\t0.413\t0.098\t0.510\t0.028\t-0.896\t0.078\t\n",
"OGLE-LMC-RRLYR-12609\t0.698\t0.050\t0.748\t0.019\t1.642\t0.042\t6300\t100\t0.174\t0.089\t0.74\t0.10\t0.567\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-12612\t0.645\t0.051\t0.736\t0.019\t1.684\t0.042\t6530\t100\t0.110\t0.087\t0.623\t0.099\t0.514\t0.028\t-0.689\t0.078\t\n",
"OGLE-LMC-RRLYR-12616\t0.727\t0.050\t0.756\t0.019\t1.656\t0.042\t6272\t99\t0.173\t0.087\t0.729\t0.098\t0.565\t0.028\t-0.716\t0.077\t\n",
"OGLE-LMC-RRLYR-12618\t0.690\t0.051\t0.754\t0.019\t1.749\t0.042\t6630\t100\t-0.030\t0.087\t0.476\t0.099\t0.497\t0.028\t-0.803\t0.079\t\n",
"OGLE-LMC-RRLYR-12623\t0.746\t0.052\t0.730\t0.020\t1.646\t0.042\t6410\t100\t0.203\t0.088\t0.732\t0.099\t0.541\t0.028\t-0.642\t0.079\t\n",
"OGLE-LMC-RRLYR-12638\t0.587\t0.051\t0.709\t0.019\t1.649\t0.042\t6610\t100\t0.170\t0.087\t0.682\t0.099\t0.500\t0.029\t-0.603\t0.077\t\n",
"OGLE-LMC-RRLYR-12639\t0.650\t0.050\t0.718\t0.019\t1.660\t0.042\t6560\t100\t0.200\t0.087\t0.710\t0.099\t0.505\t0.028\t-0.591\t0.078\t\n",
"OGLE-LMC-RRLYR-12644\t0.581\t0.050\t0.727\t0.019\t1.734\t0.042\t6790\t100\t0.007\t0.087\t0.473\t0.098\t0.458\t0.028\t-0.700\t0.078\t\n",
"OGLE-LMC-RRLYR-12647\t0.582\t0.059\t0.701\t0.022\t1.628\t0.044\t6570\t110\t0.232\t0.092\t0.72\t0.10\t0.502\t0.030\t-0.554\t0.089\t\n",
"OGLE-LMC-RRLYR-12651\t0.687\t0.050\t0.753\t0.019\t1.646\t0.042\t6270\t100\t0.170\t0.087\t0.733\t0.099\t0.569\t0.028\t-0.719\t0.077\t\n",
"OGLE-LMC-RRLYR-12652\t0.626\t0.050\t0.739\t0.019\t1.709\t0.042\t6600\t100\t0.047\t0.087\t0.551\t0.098\t0.497\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-12657\t0.660\t0.050\t0.728\t0.019\t1.654\t0.042\t6470\t100\t0.174\t0.087\t0.697\t0.098\t0.528\t0.028\t-0.647\t0.078\t\n",
"OGLE-LMC-RRLYR-12664\t0.601\t0.052\t0.701\t0.019\t1.649\t0.042\t6670\t100\t0.194\t0.087\t0.692\t0.099\t0.484\t0.029\t-0.554\t0.078\t\n",
"OGLE-LMC-RRLYR-12667\t0.605\t0.050\t0.739\t0.019\t1.704\t0.042\t6580\t100\t0.039\t0.087\t0.546\t0.099\t0.504\t0.028\t-0.741\t0.077\t\n",
"OGLE-LMC-RRLYR-12669\t0.637\t0.050\t0.727\t0.019\t1.681\t0.042\t6570\t100\t0.131\t0.087\t0.623\t0.098\t0.498\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-12670\t0.671\t0.050\t0.740\t0.019\t1.683\t0.042\t6490\t100\t0.129\t0.087\t0.637\t0.098\t0.517\t0.028\t-0.676\t0.078\t\n",
"OGLE-LMC-RRLYR-12671\t0.655\t0.051\t0.733\t0.019\t1.665\t0.042\t6460\t100\t0.147\t0.087\t0.666\t0.098\t0.526\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-12672\t0.604\t0.063\t0.704\t0.024\t1.667\t0.046\t6680\t110\t0.174\t0.095\t0.64\t0.10\t0.473\t0.030\t-0.566\t0.092\t\n",
"OGLE-LMC-RRLYR-12674\t0.728\t0.053\t0.757\t0.020\t1.684\t0.042\t6350\t100\t0.085\t0.088\t0.63\t0.10\t0.555\t0.029\t-0.779\t0.079\t\n",
"OGLE-LMC-RRLYR-12675\t0.639\t0.051\t0.729\t0.019\t1.700\t0.042\t6640\t100\t0.070\t0.087\t0.572\t0.099\t0.492\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-12680\t0.638\t0.051\t0.739\t0.019\t1.738\t0.042\t6710\t100\t0.004\t0.087\t0.496\t0.099\t0.477\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-12683\t0.668\t0.050\t0.742\t0.019\t1.673\t0.042\t6430\t100\t0.139\t0.087\t0.652\t0.099\t0.528\t0.028\t-0.686\t0.078\t\n",
"OGLE-LMC-RRLYR-12687\t0.616\t0.050\t0.739\t0.019\t1.643\t0.044\t6380\t110\t0.162\t0.092\t0.69\t0.11\t0.534\t0.030\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-12688\t0.631\t0.051\t0.719\t0.019\t1.668\t0.042\t6580\t100\t0.150\t0.087\t0.648\t0.099\t0.500\t0.028\t-0.631\t0.078\t\n",
"OGLE-LMC-RRLYR-12691\t0.604\t0.051\t0.727\t0.020\t1.602\t0.043\t6300\t100\t0.270\t0.089\t0.82\t0.10\t0.566\t0.028\t-0.623\t0.078\t\n",
"OGLE-LMC-RRLYR-12699\t0.689\t0.050\t0.793\t0.019\t1.745\t0.042\t6325\t99\t-0.074\t0.087\t0.476\t0.099\t0.555\t0.028\t-0.938\t0.077\t\n",
"OGLE-LMC-RRLYR-12700\t0.652\t0.051\t0.760\t0.019\t1.778\t0.042\t6700\t100\t-0.092\t0.087\t0.397\t0.098\t0.480\t0.028\t-0.835\t0.078\t\n",
"OGLE-LMC-RRLYR-12704\t0.565\t0.051\t0.665\t0.019\t1.633\t0.042\t6840\t100\t0.243\t0.088\t0.69\t0.10\t0.439\t0.029\t-0.446\t0.078\t\n",
"OGLE-LMC-RRLYR-12707\t0.726\t0.055\t0.789\t0.021\t1.746\t0.043\t6350\t110\t-0.053\t0.089\t0.47\t0.10\t0.548\t0.029\t-0.908\t0.082\t\n",
"OGLE-LMC-RRLYR-12712\t0.664\t0.050\t0.780\t0.019\t1.769\t0.042\t6510\t100\t-0.116\t0.087\t0.409\t0.099\t0.521\t0.028\t-0.924\t0.077\t\n",
"OGLE-LMC-RRLYR-12714\t0.525\t0.050\t0.692\t0.019\t1.661\t0.042\t6770\t100\t0.158\t0.087\t0.622\t0.098\t0.456\t0.029\t-0.553\t0.079\t\n",
"OGLE-LMC-RRLYR-12715\t0.712\t0.053\t0.732\t0.020\t1.669\t0.042\t6490\t100\t0.181\t0.088\t0.700\t0.099\t0.521\t0.028\t-0.634\t0.080\t\n",
"OGLE-LMC-RRLYR-12717\t0.749\t0.050\t0.775\t0.019\t1.701\t0.042\t6300\t100\t0.077\t0.087\t0.622\t0.099\t0.558\t0.028\t-0.798\t0.077\t\n",
"OGLE-LMC-RRLYR-12719\t0.625\t0.052\t0.707\t0.020\t1.654\t0.042\t6630\t100\t0.181\t0.088\t0.687\t0.099\t0.494\t0.028\t-0.587\t0.078\t\n",
"OGLE-LMC-RRLYR-12722\t0.701\t0.051\t0.755\t0.019\t1.699\t0.043\t6440\t100\t0.074\t0.089\t0.59\t0.10\t0.521\t0.028\t-0.739\t0.079\t\n",
"OGLE-LMC-RRLYR-12724\t0.550\t0.063\t0.671\t0.024\t1.579\t0.045\t6620\t120\t0.377\t0.095\t0.86\t0.11\t0.490\t0.032\t-0.392\t0.094\t\n",
"OGLE-LMC-RRLYR-12726\t0.676\t0.051\t0.732\t0.019\t1.672\t0.042\t6490\t100\t0.137\t0.087\t0.655\t0.099\t0.522\t0.028\t-0.675\t0.078\t\n",
"OGLE-LMC-RRLYR-12727\t0.684\t0.050\t0.756\t0.019\t1.681\t0.042\t6370\t100\t0.108\t0.087\t0.639\t0.099\t0.544\t0.028\t-0.740\t0.078\t\n",
"OGLE-LMC-RRLYR-12729\t0.590\t0.050\t0.707\t0.019\t1.639\t0.042\t6570\t100\t0.210\t0.087\t0.715\t0.098\t0.503\t0.028\t-0.573\t0.077\t\n",
"OGLE-LMC-RRLYR-12730\t0.672\t0.057\t0.762\t0.021\t1.750\t0.043\t6570\t110\t-0.030\t0.090\t0.47\t0.10\t0.502\t0.029\t-0.811\t0.086\t\n",
"OGLE-LMC-RRLYR-12733\t0.708\t0.050\t0.764\t0.019\t1.678\t0.042\t6310\t100\t0.115\t0.087\t0.660\t0.099\t0.558\t0.028\t-0.756\t0.077\t\n",
"OGLE-LMC-RRLYR-12735\t0.587\t0.052\t0.693\t0.019\t1.680\t0.042\t6830\t100\t0.150\t0.087\t0.604\t0.099\t0.446\t0.029\t-0.540\t0.079\t\n",
"OGLE-LMC-RRLYR-12741\t0.680\t0.053\t0.749\t0.020\t1.642\t0.042\t6290\t100\t0.181\t0.088\t0.746\t0.099\t0.569\t0.029\t-0.698\t0.080\t\n",
"OGLE-LMC-RRLYR-12743\t0.564\t0.050\t0.695\t0.019\t1.658\t0.042\t6750\t100\t0.192\t0.087\t0.667\t0.098\t0.463\t0.028\t-0.526\t0.077\t\n",
"OGLE-LMC-RRLYR-12744\t0.689\t0.050\t0.760\t0.019\t1.656\t0.042\t6260\t100\t0.088\t0.088\t0.68\t0.10\t0.585\t0.028\t-0.816\t0.077\t\n",
"OGLE-LMC-RRLYR-12746\t0.747\t0.050\t0.795\t0.019\t1.725\t0.042\t6254\t99\t-0.006\t0.087\t0.555\t0.098\t0.571\t0.028\t-0.898\t0.077\t\n",
"OGLE-LMC-RRLYR-12751\t0.620\t0.053\t0.724\t0.020\t1.676\t0.043\t6600\t100\t0.117\t0.089\t0.62\t0.10\t0.502\t0.029\t-0.661\t0.080\t\n",
"OGLE-LMC-RRLYR-12754\t0.699\t0.054\t0.738\t0.020\t1.701\t0.043\t6570\t100\t0.069\t0.089\t0.58\t0.10\t0.509\t0.029\t-0.718\t0.081\t\n",
"OGLE-LMC-RRLYR-12760\t0.563\t0.050\t0.693\t0.019\t1.689\t0.042\t6860\t110\t0.125\t0.087\t0.565\t0.099\t0.437\t0.029\t-0.554\t0.079\t\n",
"OGLE-LMC-RRLYR-12763\t0.647\t0.052\t0.726\t0.020\t1.674\t0.042\t6580\t100\t0.158\t0.088\t0.669\t0.099\t0.504\t0.028\t-0.625\t0.079\t\n",
"OGLE-LMC-RRLYR-12765\t0.685\t0.053\t0.727\t0.020\t1.587\t0.043\t6240\t100\t0.307\t0.091\t0.88\t0.10\t0.580\t0.028\t-0.599\t0.082\t\n",
"OGLE-LMC-RRLYR-12767\t0.639\t0.050\t0.754\t0.019\t1.658\t0.043\t6320\t100\t0.119\t0.088\t0.67\t0.10\t0.555\t0.028\t-0.745\t0.077\t\n",
"OGLE-LMC-RRLYR-12768\t0.633\t0.051\t0.736\t0.019\t1.747\t0.042\t6740\t100\t-0.008\t0.087\t0.456\t0.098\t0.461\t0.029\t-0.727\t0.078\t\n",
"OGLE-LMC-RRLYR-12771\t0.636\t0.051\t0.730\t0.019\t1.666\t0.042\t6490\t100\t0.139\t0.087\t0.661\t0.099\t0.522\t0.028\t-0.675\t0.078\t\n",
"OGLE-LMC-RRLYR-12774\t0.602\t0.051\t0.710\t0.019\t1.630\t0.042\t6520\t100\t0.233\t0.088\t0.738\t0.099\t0.514\t0.028\t-0.566\t0.078\t\n",
"OGLE-LMC-RRLYR-12776\t0.651\t0.052\t0.716\t0.019\t1.689\t0.042\t6700\t100\t0.120\t0.087\t0.606\t0.099\t0.478\t0.028\t-0.621\t0.079\t\n",
"OGLE-LMC-RRLYR-12778\t0.644\t0.051\t0.732\t0.019\t1.676\t0.042\t6520\t100\t0.135\t0.087\t0.642\t0.098\t0.512\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-12781\t0.535\t0.050\t0.691\t0.019\t1.637\t0.042\t6690\t100\t0.216\t0.087\t0.708\t0.098\t0.477\t0.028\t-0.528\t0.077\t\n",
"OGLE-LMC-RRLYR-12783\t0.607\t0.050\t0.731\t0.019\t1.694\t0.042\t6610\t100\t0.073\t0.087\t0.581\t0.098\t0.497\t0.028\t-0.698\t0.077\t\n",
"OGLE-LMC-RRLYR-12784\t0.518\t0.049\t0.663\t0.019\t1.651\t0.042\t6940\t100\t0.229\t0.087\t0.660\t0.098\t0.417\t0.028\t-0.415\t0.077\t\n",
"OGLE-LMC-RRLYR-12786\t0.689\t0.051\t0.790\t0.019\t1.808\t0.042\t6580\t100\t-0.182\t0.087\t0.328\t0.098\t0.505\t0.028\t-0.966\t0.078\t\n",
"OGLE-LMC-RRLYR-12790\t0.604\t0.051\t0.745\t0.020\t1.641\t0.043\t6300\t100\t0.142\t0.089\t0.70\t0.10\t0.562\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-12793\t0.753\t0.053\t0.777\t0.020\t1.741\t0.044\t6440\t100\t0.003\t0.091\t0.51\t0.10\t0.524\t0.029\t-0.818\t0.081\t\n",
"OGLE-LMC-RRLYR-12794\t0.663\t0.053\t0.734\t0.020\t1.682\t0.043\t6530\t100\t0.103\t0.089\t0.62\t0.10\t0.516\t0.029\t-0.701\t0.080\t\n",
"OGLE-LMC-RRLYR-12795\t0.690\t0.050\t0.782\t0.019\t1.714\t0.042\t6307\t99\t0.002\t0.087\t0.551\t0.099\t0.561\t0.028\t-0.876\t0.077\t\n",
"OGLE-LMC-RRLYR-12797\t0.574\t0.050\t0.705\t0.019\t1.645\t0.042\t6630\t100\t0.180\t0.087\t0.683\t0.098\t0.494\t0.028\t-0.585\t0.077\t\n",
"OGLE-LMC-RRLYR-12801\t0.742\t0.051\t0.752\t0.020\t1.651\t0.042\t6280\t100\t0.166\t0.088\t0.73\t0.10\t0.576\t0.029\t-0.723\t0.080\t\n",
"OGLE-LMC-RRLYR-12802\t0.662\t0.052\t0.770\t0.020\t1.666\t0.043\t6220\t100\t0.090\t0.088\t0.66\t0.10\t0.582\t0.029\t-0.809\t0.079\t\n",
"OGLE-LMC-RRLYR-12806\t0.598\t0.063\t0.779\t0.024\t1.769\t0.045\t6520\t120\t-0.143\t0.096\t0.37\t0.10\t0.514\t0.032\t-0.937\t0.097\t\n",
"OGLE-LMC-RRLYR-12809\t0.741\t0.053\t0.797\t0.020\t1.784\t0.042\t6430\t100\t-0.135\t0.088\t0.390\t0.099\t0.532\t0.029\t-0.964\t0.082\t\n",
"OGLE-LMC-RRLYR-12813\t0.610\t0.053\t0.700\t0.020\t1.673\t0.042\t6750\t100\t0.161\t0.088\t0.641\t0.099\t0.465\t0.028\t-0.560\t0.079\t\n",
"OGLE-LMC-RRLYR-12814\t0.699\t0.050\t0.762\t0.019\t1.680\t0.042\t6320\t100\t0.101\t0.087\t0.643\t0.099\t0.555\t0.028\t-0.766\t0.077\t\n",
"OGLE-LMC-RRLYR-12815\t0.630\t0.050\t0.723\t0.019\t1.683\t0.042\t6630\t100\t0.109\t0.087\t0.613\t0.098\t0.494\t0.028\t-0.657\t0.077\t\n",
"OGLE-LMC-RRLYR-12817\t0.667\t0.054\t0.718\t0.020\t1.693\t0.042\t6680\t100\t0.116\t0.088\t0.617\t0.099\t0.482\t0.028\t-0.633\t0.080\t\n",
"OGLE-LMC-RRLYR-12818\t0.590\t0.051\t0.712\t0.019\t1.672\t0.042\t6650\t100\t0.144\t0.087\t0.631\t0.098\t0.485\t0.028\t-0.608\t0.078\t\n",
"OGLE-LMC-RRLYR-12820\t0.650\t0.050\t0.756\t0.019\t1.651\t0.042\t6280\t100\t0.145\t0.088\t0.70\t0.10\t0.564\t0.028\t-0.734\t0.077\t\n",
"OGLE-LMC-RRLYR-12827\t0.657\t0.050\t0.736\t0.019\t1.701\t0.042\t6590\t100\t0.095\t0.087\t0.599\t0.098\t0.500\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-12830\t0.750\t0.053\t0.766\t0.020\t1.717\t0.042\t6410\t100\t0.032\t0.088\t0.564\t0.099\t0.538\t0.028\t-0.814\t0.079\t\n",
"OGLE-LMC-RRLYR-12831\t0.619\t0.051\t0.726\t0.019\t1.654\t0.042\t6490\t100\t0.170\t0.087\t0.684\t0.099\t0.520\t0.028\t-0.639\t0.078\t\n",
"OGLE-LMC-RRLYR-12832\t0.653\t0.051\t0.717\t0.019\t1.680\t0.042\t6650\t100\t0.170\t0.088\t0.657\t0.099\t0.483\t0.028\t-0.582\t0.078\t\n",
"OGLE-LMC-RRLYR-12833\t0.629\t0.050\t0.745\t0.019\t1.642\t0.043\t6320\t100\t0.160\t0.089\t0.70\t0.10\t0.550\t0.028\t-0.698\t0.077\t\n",
"OGLE-LMC-RRLYR-12834\t0.638\t0.054\t0.708\t0.020\t1.696\t0.042\t6770\t100\t0.123\t0.089\t0.597\t0.099\t0.462\t0.028\t-0.594\t0.081\t\n",
"OGLE-LMC-RRLYR-12835\t0.729\t0.052\t0.763\t0.020\t1.697\t0.042\t6360\t100\t0.073\t0.087\t0.622\t0.099\t0.552\t0.028\t-0.785\t0.079\t\n",
"OGLE-LMC-RRLYR-12836\t0.611\t0.050\t0.744\t0.019\t1.741\t0.042\t6680\t100\t-0.031\t0.087\t0.460\t0.098\t0.485\t0.028\t-0.785\t0.078\t\n",
"OGLE-LMC-RRLYR-12837\t0.707\t0.051\t0.749\t0.019\t1.690\t0.042\t6440\t100\t0.095\t0.087\t0.622\t0.099\t0.533\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-12839\t0.615\t0.052\t0.703\t0.019\t1.643\t0.042\t6630\t100\t0.202\t0.087\t0.705\t0.099\t0.494\t0.028\t-0.560\t0.078\t\n",
"OGLE-LMC-RRLYR-12842\t0.575\t0.050\t0.699\t0.019\t1.701\t0.042\t6870\t100\t0.105\t0.087\t0.550\t0.098\t0.437\t0.028\t-0.570\t0.077\t\n",
"OGLE-LMC-RRLYR-12844\t0.736\t0.050\t0.763\t0.019\t1.685\t0.042\t6320\t100\t0.104\t0.087\t0.653\t0.099\t0.557\t0.028\t-0.769\t0.078\t\n",
"OGLE-LMC-RRLYR-12845\t0.714\t0.051\t0.782\t0.019\t1.712\t0.042\t6300\t100\t0.019\t0.087\t0.572\t0.099\t0.562\t0.028\t-0.854\t0.078\t\n",
"OGLE-LMC-RRLYR-12848\t0.747\t0.053\t0.761\t0.020\t1.722\t0.042\t6470\t100\t0.031\t0.088\t0.556\t0.099\t0.528\t0.028\t-0.794\t0.079\t\n",
"OGLE-LMC-RRLYR-12849\t0.669\t0.050\t0.791\t0.019\t1.768\t0.042\t6420\t100\t-0.126\t0.087\t0.398\t0.099\t0.532\t0.028\t-0.952\t0.078\t\n",
"OGLE-LMC-RRLYR-12852\t0.747\t0.050\t0.765\t0.019\t1.698\t0.042\t6350\t100\t0.080\t0.087\t0.619\t0.099\t0.549\t0.028\t-0.780\t0.077\t\n",
"OGLE-LMC-RRLYR-12853\t0.699\t0.052\t0.763\t0.020\t1.680\t0.042\t6310\t100\t0.086\t0.088\t0.64\t0.10\t0.563\t0.028\t-0.790\t0.079\t\n",
"OGLE-LMC-RRLYR-12856\t0.742\t0.049\t0.782\t0.019\t1.697\t0.042\t6241\t99\t0.048\t0.087\t0.616\t0.098\t0.574\t0.028\t-0.848\t0.077\t\n",
"OGLE-LMC-RRLYR-12857\t0.641\t0.051\t0.708\t0.019\t1.645\t0.042\t6590\t100\t0.242\t0.088\t0.737\t0.099\t0.497\t0.028\t-0.533\t0.079\t\n",
"OGLE-LMC-RRLYR-12859\t0.587\t0.050\t0.728\t0.019\t1.603\t0.042\t6320\t100\t0.246\t0.088\t0.79\t0.10\t0.557\t0.028\t-0.622\t0.077\t\n",
"OGLE-LMC-RRLYR-12862\t0.609\t0.050\t0.730\t0.019\t1.609\t0.042\t6310\t100\t0.250\t0.087\t0.801\t0.099\t0.564\t0.028\t-0.633\t0.077\t\n",
"OGLE-LMC-RRLYR-12863\t0.625\t0.051\t0.716\t0.019\t1.654\t0.042\t6570\t100\t0.181\t0.087\t0.692\t0.099\t0.504\t0.028\t-0.604\t0.078\t\n",
"OGLE-LMC-RRLYR-12869\t0.594\t0.050\t0.705\t0.019\t1.696\t0.042\t6800\t100\t0.110\t0.087\t0.570\t0.098\t0.454\t0.028\t-0.594\t0.078\t\n",
"OGLE-LMC-RRLYR-12870\t0.659\t0.051\t0.715\t0.019\t1.670\t0.042\t6630\t100\t0.185\t0.087\t0.678\t0.099\t0.490\t0.028\t-0.575\t0.078\t\n",
"OGLE-LMC-RRLYR-12878\t0.574\t0.052\t0.718\t0.020\t1.676\t0.042\t6620\t100\t0.129\t0.087\t0.619\t0.099\t0.488\t0.028\t-0.631\t0.079\t\n",
"OGLE-LMC-RRLYR-12881\t0.665\t0.051\t0.730\t0.019\t1.695\t0.042\t6610\t100\t0.090\t0.087\t0.595\t0.099\t0.497\t0.028\t-0.681\t0.077\t\n",
"OGLE-LMC-RRLYR-12884\t0.651\t0.050\t0.749\t0.019\t1.656\t0.042\t6330\t100\t0.143\t0.087\t0.687\t0.099\t0.556\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-12885\t0.677\t0.051\t0.741\t0.019\t1.705\t0.042\t6560\t100\t0.059\t0.087\t0.585\t0.099\t0.512\t0.028\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-12889\t0.625\t0.051\t0.721\t0.019\t1.669\t0.042\t6580\t100\t0.153\t0.087\t0.655\t0.099\t0.502\t0.028\t-0.628\t0.078\t\n",
"OGLE-LMC-RRLYR-12892\t0.734\t0.051\t0.774\t0.019\t1.731\t0.042\t6410\t100\t0.007\t0.087\t0.531\t0.099\t0.535\t0.028\t-0.830\t0.078\t\n",
"OGLE-LMC-RRLYR-12894\t0.600\t0.052\t0.723\t0.020\t1.667\t0.042\t6550\t100\t0.129\t0.087\t0.642\t0.099\t0.509\t0.028\t-0.659\t0.079\t\n",
"OGLE-LMC-RRLYR-12895\t0.557\t0.051\t0.705\t0.019\t1.711\t0.042\t6870\t100\t0.088\t0.087\t0.538\t0.098\t0.440\t0.028\t-0.589\t0.079\t\n",
"OGLE-LMC-RRLYR-12898\t0.617\t0.057\t0.725\t0.021\t1.631\t0.043\t6390\t110\t0.206\t0.090\t0.73\t0.10\t0.539\t0.030\t-0.644\t0.083\t\n",
"OGLE-LMC-RRLYR-12902\t0.614\t0.051\t0.703\t0.020\t1.603\t0.042\t6470\t100\t0.299\t0.088\t0.81\t0.10\t0.524\t0.029\t-0.517\t0.079\t\n",
"OGLE-LMC-RRLYR-12907\t0.688\t0.051\t0.746\t0.019\t1.727\t0.042\t6610\t100\t0.022\t0.087\t0.528\t0.099\t0.498\t0.028\t-0.750\t0.079\t\n",
"OGLE-LMC-RRLYR-12915\t0.607\t0.052\t0.709\t0.019\t1.675\t0.042\t6690\t100\t0.141\t0.088\t0.641\t0.099\t0.480\t0.028\t-0.602\t0.079\t\n",
"OGLE-LMC-RRLYR-12918\t0.597\t0.050\t0.764\t0.019\t1.734\t0.043\t6520\t100\t-0.051\t0.089\t0.44\t0.10\t0.499\t0.029\t-0.831\t0.077\t\n",
"OGLE-LMC-RRLYR-12919\t0.712\t0.050\t0.743\t0.019\t1.681\t0.042\t6460\t100\t0.152\t0.087\t0.673\t0.098\t0.526\t0.028\t-0.670\t0.077\t\n",
"OGLE-LMC-RRLYR-12920\t0.607\t0.050\t0.742\t0.019\t1.615\t0.042\t6240\t110\t0.217\t0.088\t0.78\t0.10\t0.576\t0.030\t-0.702\t0.078\t\n",
"OGLE-LMC-RRLYR-12921\t0.598\t0.051\t0.710\t0.019\t1.673\t0.042\t6670\t100\t0.144\t0.087\t0.631\t0.099\t0.481\t0.028\t-0.601\t0.078\t\n",
"OGLE-LMC-RRLYR-12922\t0.642\t0.050\t0.813\t0.020\t1.803\t0.042\t6390\t100\t-0.217\t0.088\t0.315\t0.099\t0.537\t0.028\t-1.054\t0.079\t\n",
"OGLE-LMC-RRLYR-12923\t0.656\t0.049\t0.734\t0.019\t1.581\t0.042\t6183\t99\t0.301\t0.087\t0.890\t0.099\t0.595\t0.028\t-0.634\t0.077\t\n",
"OGLE-LMC-RRLYR-12924\t0.546\t0.052\t0.679\t0.020\t1.631\t0.042\t6760\t100\t0.237\t0.087\t0.713\t0.099\t0.462\t0.028\t-0.478\t0.079\t\n",
"OGLE-LMC-RRLYR-12926\t0.624\t0.051\t0.703\t0.019\t1.670\t0.042\t6720\t100\t0.179\t0.088\t0.63\t0.10\t0.453\t0.028\t-0.537\t0.078\t\n",
"OGLE-LMC-RRLYR-12928\t0.672\t0.050\t0.752\t0.019\t1.632\t0.042\t6262\t99\t0.190\t0.088\t0.762\t0.099\t0.578\t0.028\t-0.705\t0.077\t\n",
"OGLE-LMC-RRLYR-12929\t0.670\t0.054\t0.737\t0.020\t1.696\t0.043\t6570\t100\t0.091\t0.088\t0.60\t0.10\t0.507\t0.029\t-0.696\t0.080\t\n",
"OGLE-LMC-RRLYR-12932\t0.652\t0.050\t0.779\t0.019\t1.724\t0.042\t6360\t100\t-0.019\t0.087\t0.514\t0.099\t0.544\t0.028\t-0.876\t0.077\t\n",
"OGLE-LMC-RRLYR-12934\t0.681\t0.051\t0.747\t0.020\t1.667\t0.042\t6380\t100\t0.134\t0.088\t0.66\t0.10\t0.544\t0.028\t-0.713\t0.079\t\n",
"OGLE-LMC-RRLYR-12936\t0.541\t0.053\t0.676\t0.020\t1.593\t0.043\t6630\t100\t0.320\t0.089\t0.82\t0.10\t0.491\t0.029\t-0.446\t0.080\t\n",
"OGLE-LMC-RRLYR-12943\t0.633\t0.051\t0.712\t0.019\t1.633\t0.042\t6500\t100\t0.217\t0.088\t0.743\t0.099\t0.520\t0.028\t-0.594\t0.079\t\n",
"OGLE-LMC-RRLYR-12945\t0.644\t0.051\t0.748\t0.019\t1.748\t0.042\t6680\t100\t-0.044\t0.087\t0.449\t0.099\t0.484\t0.028\t-0.793\t0.078\t\n",
"OGLE-LMC-RRLYR-12946\t0.574\t0.050\t0.709\t0.019\t1.672\t0.042\t6690\t100\t0.142\t0.087\t0.631\t0.098\t0.477\t0.028\t-0.597\t0.077\t\n",
"OGLE-LMC-RRLYR-12947\t0.592\t0.051\t0.732\t0.019\t1.686\t0.042\t6560\t100\t0.096\t0.087\t0.607\t0.098\t0.503\t0.028\t-0.687\t0.077\t\n",
"OGLE-LMC-RRLYR-12952\t0.704\t0.051\t0.738\t0.019\t1.687\t0.042\t6530\t100\t0.123\t0.087\t0.645\t0.099\t0.517\t0.028\t-0.685\t0.078\t\n",
"OGLE-LMC-RRLYR-12953\t0.545\t0.049\t0.710\t0.019\t1.705\t0.041\t6820\t100\t0.089\t0.087\t0.544\t0.098\t0.455\t0.028\t-0.612\t0.077\t\n",
"OGLE-LMC-RRLYR-12954\t0.710\t0.051\t0.749\t0.019\t1.680\t0.042\t6410\t100\t0.119\t0.087\t0.643\t0.099\t0.537\t0.028\t-0.718\t0.078\t\n",
"OGLE-LMC-RRLYR-12956\t0.712\t0.051\t0.762\t0.019\t1.671\t0.042\t6280\t100\t0.119\t0.088\t0.67\t0.10\t0.564\t0.028\t-0.763\t0.078\t\n",
"OGLE-LMC-RRLYR-12958\t0.711\t0.054\t0.772\t0.020\t1.761\t0.042\t6550\t100\t-0.071\t0.088\t0.450\t0.099\t0.515\t0.029\t-0.870\t0.081\t\n",
"OGLE-LMC-RRLYR-12959\t0.648\t0.051\t0.741\t0.019\t1.706\t0.042\t6580\t100\t0.060\t0.087\t0.570\t0.099\t0.504\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-12975\t0.610\t0.050\t0.760\t0.019\t1.688\t0.043\t6380\t100\t0.049\t0.089\t0.58\t0.10\t0.538\t0.028\t-0.788\t0.077\t\n",
"OGLE-LMC-RRLYR-12976\t0.707\t0.052\t0.750\t0.020\t1.701\t0.042\t6480\t100\t0.087\t0.088\t0.594\t0.099\t0.520\t0.028\t-0.719\t0.080\t\n",
"OGLE-LMC-RRLYR-12977\t0.605\t0.050\t0.730\t0.019\t1.601\t0.042\t6290\t100\t0.253\t0.088\t0.813\t0.099\t0.569\t0.028\t-0.638\t0.078\t\n",
"OGLE-LMC-RRLYR-12978\t0.665\t0.051\t0.756\t0.019\t1.717\t0.042\t6490\t100\t0.013\t0.087\t0.537\t0.099\t0.522\t0.028\t-0.801\t0.078\t\n",
"OGLE-LMC-RRLYR-12981\t0.603\t0.051\t0.701\t0.019\t1.625\t0.042\t6570\t100\t0.274\t0.088\t0.778\t0.099\t0.503\t0.028\t-0.508\t0.078\t\n",
"OGLE-LMC-RRLYR-12983\t0.638\t0.051\t0.707\t0.019\t1.616\t0.042\t6490\t100\t0.275\t0.088\t0.79\t0.10\t0.520\t0.028\t-0.536\t0.078\t\n",
"OGLE-LMC-RRLYR-12984\t0.756\t0.051\t0.790\t0.019\t1.745\t0.042\t6340\t100\t-0.050\t0.087\t0.497\t0.099\t0.553\t0.028\t-0.916\t0.078\t\n",
"OGLE-LMC-RRLYR-12994\t0.725\t0.051\t0.802\t0.019\t1.775\t0.042\t6370\t100\t-0.137\t0.087\t0.415\t0.098\t0.550\t0.028\t-0.991\t0.079\t\n",
"OGLE-LMC-RRLYR-13000\t0.633\t0.051\t0.714\t0.019\t1.629\t0.042\t6490\t100\t0.227\t0.088\t0.74\t0.10\t0.522\t0.028\t-0.582\t0.078\t\n",
"OGLE-LMC-RRLYR-13001\t0.660\t0.052\t0.749\t0.020\t1.688\t0.042\t6440\t100\t0.081\t0.087\t0.606\t0.099\t0.532\t0.028\t-0.746\t0.079\t\n",
"OGLE-LMC-RRLYR-13002\t0.710\t0.050\t0.781\t0.019\t1.707\t0.042\t6299\t99\t0.030\t0.087\t0.582\t0.099\t0.562\t0.028\t-0.848\t0.077\t\n",
"OGLE-LMC-RRLYR-13004\t0.557\t0.052\t0.710\t0.020\t1.649\t0.042\t6590\t100\t0.156\t0.088\t0.666\t0.099\t0.501\t0.029\t-0.621\t0.080\t\n",
"OGLE-LMC-RRLYR-13007\t0.561\t0.051\t0.704\t0.019\t1.682\t0.042\t6770\t100\t0.120\t0.087\t0.593\t0.098\t0.464\t0.028\t-0.597\t0.078\t\n",
"OGLE-LMC-RRLYR-13015\t0.663\t0.052\t0.743\t0.020\t1.683\t0.042\t6460\t100\t0.103\t0.087\t0.618\t0.098\t0.525\t0.028\t-0.716\t0.078\t\n",
"OGLE-LMC-RRLYR-13016\t0.737\t0.050\t0.771\t0.019\t1.694\t0.042\t6300\t100\t0.081\t0.087\t0.627\t0.099\t0.559\t0.028\t-0.790\t0.077\t\n",
"OGLE-LMC-RRLYR-13032\t0.718\t0.050\t0.763\t0.019\t1.703\t0.044\t6430\t100\t0.050\t0.091\t0.57\t0.10\t0.523\t0.029\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-13035\t0.584\t0.051\t0.712\t0.019\t1.657\t0.042\t6610\t100\t0.155\t0.088\t0.660\t0.099\t0.498\t0.029\t-0.617\t0.079\t\n",
"OGLE-LMC-RRLYR-13038\t0.724\t0.053\t0.750\t0.020\t1.689\t0.043\t6430\t100\t0.129\t0.089\t0.64\t0.10\t0.529\t0.029\t-0.705\t0.081\t\n",
"OGLE-LMC-RRLYR-13043\t0.528\t0.050\t0.679\t0.019\t1.621\t0.042\t6740\t100\t0.271\t0.087\t0.748\t0.099\t0.465\t0.028\t-0.449\t0.078\t\n",
"OGLE-LMC-RRLYR-13044\t0.628\t0.050\t0.692\t0.019\t1.545\t0.042\t6330\t100\t0.423\t0.087\t0.972\t0.099\t0.557\t0.028\t-0.444\t0.078\t\n",
"OGLE-LMC-RRLYR-13046\t0.728\t0.050\t0.799\t0.019\t1.749\t0.042\t6290\t100\t-0.079\t0.087\t0.474\t0.099\t0.562\t0.028\t-0.955\t0.077\t\n",
"OGLE-LMC-RRLYR-13048\t0.697\t0.054\t0.758\t0.020\t1.664\t0.044\t6280\t100\t0.119\t0.090\t0.67\t0.10\t0.566\t0.028\t-0.760\t0.081\t\n",
"OGLE-LMC-RRLYR-13049\t0.744\t0.051\t0.767\t0.019\t1.699\t0.042\t6340\t100\t0.058\t0.087\t0.605\t0.099\t0.556\t0.028\t-0.811\t0.078\t\n",
"OGLE-LMC-RRLYR-13050\t0.551\t0.049\t0.702\t0.019\t1.683\t0.041\t6780\t100\t0.121\t0.087\t0.589\t0.098\t0.458\t0.028\t-0.587\t0.077\t\n",
"OGLE-LMC-RRLYR-13054\t0.654\t0.055\t0.765\t0.021\t1.731\t0.043\t6480\t110\t-0.029\t0.089\t0.49\t0.10\t0.525\t0.029\t-0.844\t0.084\t\n",
"OGLE-LMC-RRLYR-13060\t0.614\t0.051\t0.772\t0.019\t1.768\t0.042\t6580\t100\t-0.120\t0.087\t0.392\t0.098\t0.507\t0.028\t-0.905\t0.078\t\n",
"OGLE-LMC-RRLYR-13061\t0.663\t0.049\t0.778\t0.019\t1.688\t0.042\t6230\t100\t0.049\t0.087\t0.619\t0.099\t0.574\t0.028\t-0.847\t0.077\t\n",
"OGLE-LMC-RRLYR-13062\t0.740\t0.050\t0.749\t0.019\t1.653\t0.042\t6324\t99\t0.177\t0.088\t0.73\t0.10\t0.557\t0.028\t-0.691\t0.078\t\n",
"OGLE-LMC-RRLYR-13066\t0.668\t0.051\t0.744\t0.019\t1.687\t0.042\t6480\t100\t0.103\t0.087\t0.622\t0.098\t0.524\t0.028\t-0.711\t0.078\t\n",
"OGLE-LMC-RRLYR-13070\t0.573\t0.050\t0.715\t0.019\t1.692\t0.042\t6730\t100\t0.092\t0.087\t0.572\t0.098\t0.471\t0.028\t-0.637\t0.077\t\n",
"OGLE-LMC-RRLYR-13071\t0.730\t0.050\t0.753\t0.019\t1.675\t0.042\t6360\t100\t0.154\t0.087\t0.695\t0.099\t0.546\t0.028\t-0.704\t0.077\t\n",
"OGLE-LMC-RRLYR-13072\t0.618\t0.050\t0.729\t0.019\t1.693\t0.042\t6600\t100\t0.065\t0.087\t0.573\t0.099\t0.491\t0.028\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-13076\t0.774\t0.050\t0.779\t0.019\t1.661\t0.042\t6160\t100\t0.140\t0.088\t0.73\t0.10\t0.598\t0.028\t-0.806\t0.078\t\n",
"OGLE-LMC-RRLYR-13078\t0.639\t0.050\t0.731\t0.019\t1.665\t0.042\t6480\t100\t0.136\t0.087\t0.651\t0.099\t0.522\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-13082\t0.681\t0.051\t0.719\t0.019\t1.615\t0.043\t6400\t100\t0.240\t0.089\t0.78\t0.10\t0.544\t0.028\t-0.602\t0.078\t\n",
"OGLE-LMC-RRLYR-13084\t0.658\t0.050\t0.721\t0.019\t1.645\t0.042\t6480\t100\t0.192\t0.087\t0.715\t0.098\t0.527\t0.028\t-0.630\t0.077\t\n",
"OGLE-LMC-RRLYR-13086\t0.635\t0.051\t0.713\t0.019\t1.656\t0.042\t6590\t100\t0.199\t0.087\t0.697\t0.098\t0.499\t0.028\t-0.575\t0.077\t\n",
"OGLE-LMC-RRLYR-13087\t0.751\t0.050\t0.785\t0.019\t1.731\t0.042\t6320\t100\t-0.024\t0.087\t0.526\t0.099\t0.559\t0.028\t-0.895\t0.077\t\n",
"OGLE-LMC-RRLYR-13089\t0.771\t0.050\t0.766\t0.019\t1.710\t0.042\t6370\t100\t0.043\t0.087\t0.603\t0.098\t0.548\t0.028\t-0.802\t0.077\t\n",
"OGLE-LMC-RRLYR-13094\t0.626\t0.051\t0.694\t0.020\t1.551\t0.043\t6360\t100\t0.383\t0.090\t0.93\t0.10\t0.561\t0.029\t-0.479\t0.079\t\n",
"OGLE-LMC-RRLYR-13098\t0.632\t0.051\t0.724\t0.019\t1.669\t0.042\t6550\t100\t0.149\t0.087\t0.648\t0.099\t0.506\t0.028\t-0.639\t0.077\t\n",
"OGLE-LMC-RRLYR-13099\t0.631\t0.056\t0.724\t0.021\t1.678\t0.043\t6580\t100\t0.121\t0.090\t0.61\t0.10\t0.500\t0.029\t-0.657\t0.084\t\n",
"OGLE-LMC-RRLYR-13100\t0.658\t0.050\t0.768\t0.019\t1.764\t0.042\t6580\t100\t-0.088\t0.087\t0.424\t0.098\t0.505\t0.028\t-0.874\t0.078\t\n",
"OGLE-LMC-RRLYR-13106\t0.664\t0.050\t0.741\t0.019\t1.640\t0.042\t6330\t100\t0.197\t0.087\t0.738\t0.099\t0.554\t0.028\t-0.677\t0.077\t\n",
"OGLE-LMC-RRLYR-13107\t0.690\t0.052\t0.716\t0.020\t1.694\t0.042\t6690\t100\t0.118\t0.088\t0.61\t0.10\t0.480\t0.028\t-0.631\t0.079\t\n",
"OGLE-LMC-RRLYR-13109\t0.610\t0.050\t0.745\t0.019\t1.669\t0.042\t6400\t100\t0.104\t0.087\t0.630\t0.098\t0.537\t0.028\t-0.737\t0.077\t\n",
"OGLE-LMC-RRLYR-13111\t0.688\t0.050\t0.800\t0.019\t1.758\t0.042\t6340\t100\t-0.091\t0.087\t0.448\t0.099\t0.547\t0.028\t-0.945\t0.077\t\n",
"OGLE-LMC-RRLYR-13114\t0.700\t0.051\t0.755\t0.019\t1.701\t0.042\t6430\t100\t0.064\t0.087\t0.585\t0.099\t0.531\t0.028\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-13118\t0.735\t0.050\t0.777\t0.019\t1.721\t0.042\t6360\t100\t0.026\t0.087\t0.553\t0.099\t0.544\t0.028\t-0.826\t0.078\t\n",
"OGLE-LMC-RRLYR-13123\t0.726\t0.052\t0.755\t0.020\t1.693\t0.042\t6410\t100\t0.089\t0.088\t0.61\t0.10\t0.538\t0.028\t-0.748\t0.080\t\n",
"OGLE-LMC-RRLYR-13126\t0.586\t0.051\t0.719\t0.019\t1.674\t0.042\t6620\t100\t0.128\t0.087\t0.628\t0.098\t0.493\t0.028\t-0.634\t0.078\t\n",
"OGLE-LMC-RRLYR-13127\t0.596\t0.052\t0.740\t0.020\t1.637\t0.043\t6320\t100\t0.161\t0.090\t0.71\t0.10\t0.559\t0.029\t-0.715\t0.080\t\n",
"OGLE-LMC-RRLYR-13129\t0.567\t0.050\t0.722\t0.019\t1.726\t0.042\t6800\t100\t0.027\t0.087\t0.493\t0.098\t0.458\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-13131\t0.529\t0.052\t0.701\t0.019\t1.658\t0.042\t6700\t100\t0.171\t0.087\t0.657\t0.099\t0.472\t0.028\t-0.560\t0.078\t\n",
"OGLE-LMC-RRLYR-13135\t0.757\t0.050\t0.777\t0.019\t1.685\t0.042\t6240\t100\t0.091\t0.087\t0.664\t0.099\t0.579\t0.028\t-0.808\t0.078\t\n",
"OGLE-LMC-RRLYR-13137\t0.561\t0.052\t0.710\t0.020\t1.645\t0.042\t6580\t100\t0.192\t0.087\t0.690\t0.099\t0.500\t0.029\t-0.585\t0.079\t\n",
"OGLE-LMC-RRLYR-13145\t0.709\t0.050\t0.766\t0.019\t1.671\t0.042\t6278\t99\t0.119\t0.087\t0.676\t0.099\t0.569\t0.028\t-0.768\t0.077\t\n",
"OGLE-LMC-RRLYR-13146\t0.619\t0.050\t0.712\t0.019\t1.683\t0.042\t6710\t100\t0.127\t0.087\t0.612\t0.098\t0.475\t0.028\t-0.607\t0.078\t\n",
"OGLE-LMC-RRLYR-13151\t0.614\t0.050\t0.784\t0.019\t1.773\t0.042\t6490\t100\t-0.143\t0.087\t0.376\t0.099\t0.521\t0.028\t-0.948\t0.078\t\n",
"OGLE-LMC-RRLYR-13155\t0.642\t0.050\t0.757\t0.019\t1.692\t0.042\t6390\t100\t0.053\t0.087\t0.587\t0.099\t0.541\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-13156\t0.607\t0.052\t0.692\t0.019\t1.661\t0.042\t6760\t100\t0.190\t0.087\t0.669\t0.098\t0.462\t0.028\t-0.528\t0.079\t\n",
"OGLE-LMC-RRLYR-13159\t0.555\t0.049\t0.704\t0.019\t1.717\t0.041\t6900\t100\t0.081\t0.087\t0.520\t0.098\t0.434\t0.028\t-0.587\t0.077\t\n",
"OGLE-LMC-RRLYR-13161\t0.719\t0.050\t0.737\t0.019\t1.623\t0.042\t6300\t100\t0.235\t0.087\t0.804\t0.098\t0.569\t0.028\t-0.658\t0.077\t\n",
"OGLE-LMC-RRLYR-13165\t0.629\t0.053\t0.724\t0.020\t1.703\t0.042\t6680\t100\t0.078\t0.088\t0.575\t0.099\t0.479\t0.028\t-0.666\t0.079\t\n",
"OGLE-LMC-RRLYR-13166\t0.637\t0.050\t0.694\t0.019\t1.603\t0.042\t6530\t100\t0.305\t0.088\t0.823\t0.099\t0.513\t0.028\t-0.495\t0.078\t\n",
"OGLE-LMC-RRLYR-13168\t0.561\t0.051\t0.679\t0.019\t1.649\t0.042\t6830\t100\t0.222\t0.087\t0.679\t0.098\t0.447\t0.028\t-0.472\t0.079\t\n",
"OGLE-LMC-RRLYR-13169\t0.631\t0.050\t0.759\t0.019\t1.760\t0.042\t6640\t100\t-0.079\t0.087\t0.418\t0.098\t0.492\t0.028\t-0.843\t0.078\t\n",
"OGLE-LMC-RRLYR-13171\t0.661\t0.051\t0.731\t0.019\t1.677\t0.042\t6540\t100\t0.127\t0.087\t0.648\t0.099\t0.515\t0.028\t-0.673\t0.077\t\n",
"OGLE-LMC-RRLYR-13175\t0.674\t0.052\t0.750\t0.020\t1.713\t0.042\t6510\t100\t0.038\t0.088\t0.554\t0.099\t0.515\t0.028\t-0.769\t0.080\t\n",
"OGLE-LMC-RRLYR-13176\t0.602\t0.050\t0.730\t0.019\t1.634\t0.044\t6420\t100\t0.180\t0.091\t0.71\t0.10\t0.529\t0.029\t-0.641\t0.078\t\n",
"OGLE-LMC-RRLYR-13182\t0.561\t0.050\t0.702\t0.019\t1.627\t0.042\t6560\t100\t0.224\t0.087\t0.730\t0.099\t0.506\t0.028\t-0.562\t0.077\t\n",
"OGLE-LMC-RRLYR-13193\t0.614\t0.050\t0.688\t0.019\t1.587\t0.042\t6510\t100\t0.304\t0.088\t0.83\t0.10\t0.516\t0.028\t-0.494\t0.078\t\n",
"OGLE-LMC-RRLYR-13196\t0.605\t0.050\t0.752\t0.019\t1.764\t0.042\t6710\t100\t-0.081\t0.087\t0.403\t0.098\t0.477\t0.028\t-0.822\t0.078\t\n",
"OGLE-LMC-RRLYR-13197\t0.579\t0.050\t0.722\t0.019\t1.700\t0.042\t6700\t100\t0.066\t0.087\t0.550\t0.098\t0.478\t0.028\t-0.676\t0.078\t\n",
"OGLE-LMC-RRLYR-13199\t0.648\t0.052\t0.742\t0.020\t1.732\t0.042\t6660\t100\t0.010\t0.088\t0.500\t0.099\t0.486\t0.028\t-0.745\t0.080\t\n",
"OGLE-LMC-RRLYR-13200\t0.657\t0.051\t0.723\t0.019\t1.688\t0.042\t6640\t100\t0.117\t0.087\t0.618\t0.099\t0.491\t0.028\t-0.645\t0.078\t\n",
"OGLE-LMC-RRLYR-13203\t0.620\t0.050\t0.731\t0.019\t1.614\t0.042\t6310\t100\t0.245\t0.087\t0.793\t0.099\t0.562\t0.028\t-0.641\t0.078\t\n",
"OGLE-LMC-RRLYR-13204\t0.726\t0.050\t0.766\t0.019\t1.697\t0.042\t6350\t100\t0.085\t0.087\t0.617\t0.099\t0.546\t0.028\t-0.771\t0.077\t\n",
"OGLE-LMC-RRLYR-13206\t0.662\t0.051\t0.758\t0.019\t1.755\t0.042\t6630\t100\t-0.058\t0.087\t0.449\t0.098\t0.499\t0.028\t-0.833\t0.078\t\n",
"OGLE-LMC-RRLYR-13211\t0.646\t0.051\t0.739\t0.019\t1.671\t0.042\t6450\t100\t0.119\t0.087\t0.645\t0.099\t0.531\t0.028\t-0.708\t0.078\t\n",
"OGLE-LMC-RRLYR-13212\t0.595\t0.050\t0.726\t0.019\t1.610\t0.043\t6370\t100\t0.224\t0.091\t0.77\t0.10\t0.550\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-13217\t0.612\t0.052\t0.729\t0.019\t1.663\t0.042\t6490\t100\t0.141\t0.087\t0.655\t0.098\t0.518\t0.028\t-0.666\t0.078\t\n",
"OGLE-LMC-RRLYR-13219\t0.544\t0.050\t0.676\t0.019\t1.621\t0.042\t6760\t100\t0.278\t0.087\t0.751\t0.098\t0.461\t0.028\t-0.435\t0.077\t\n",
"OGLE-LMC-RRLYR-13222\t0.644\t0.051\t0.718\t0.019\t1.678\t0.042\t6640\t100\t0.139\t0.087\t0.637\t0.098\t0.490\t0.028\t-0.627\t0.078\t\n",
"OGLE-LMC-RRLYR-13224\t0.709\t0.050\t0.766\t0.019\t1.693\t0.042\t6350\t100\t0.067\t0.087\t0.608\t0.099\t0.544\t0.028\t-0.782\t0.077\t\n",
"OGLE-LMC-RRLYR-13228\t0.695\t0.051\t0.746\t0.019\t1.698\t0.042\t6500\t100\t0.096\t0.087\t0.616\t0.098\t0.520\t0.028\t-0.714\t0.078\t\n",
"OGLE-LMC-RRLYR-13231\t0.707\t0.051\t0.748\t0.019\t1.690\t0.042\t6440\t100\t0.090\t0.087\t0.612\t0.099\t0.532\t0.028\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-13233\t0.667\t0.051\t0.750\t0.020\t1.689\t0.042\t6440\t100\t0.091\t0.088\t0.620\t0.099\t0.530\t0.028\t-0.729\t0.079\t\n",
"OGLE-LMC-RRLYR-13235\t0.612\t0.050\t0.702\t0.019\t1.644\t0.042\t6630\t100\t0.204\t0.087\t0.704\t0.099\t0.493\t0.028\t-0.563\t0.077\t\n",
"OGLE-LMC-RRLYR-13236\t0.521\t0.049\t0.671\t0.019\t1.616\t0.042\t6750\t100\t0.271\t0.087\t0.749\t0.098\t0.461\t0.028\t-0.454\t0.077\t\n",
"OGLE-LMC-RRLYR-13242\t0.658\t0.051\t0.727\t0.019\t1.663\t0.042\t6520\t100\t0.180\t0.087\t0.682\t0.099\t0.512\t0.028\t-0.617\t0.078\t\n",
"OGLE-LMC-RRLYR-13249\t0.679\t0.050\t0.775\t0.019\t1.717\t0.042\t6360\t100\t0.008\t0.087\t0.544\t0.099\t0.545\t0.028\t-0.845\t0.077\t\n",
"OGLE-LMC-RRLYR-13250\t0.673\t0.052\t0.766\t0.020\t1.670\t0.044\t6250\t100\t0.087\t0.090\t0.65\t0.10\t0.574\t0.028\t-0.813\t0.079\t\n",
"OGLE-LMC-RRLYR-13251\t0.734\t0.050\t0.755\t0.019\t1.681\t0.042\t6370\t100\t0.116\t0.088\t0.65\t0.10\t0.538\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-13252\t0.616\t0.051\t0.707\t0.019\t1.654\t0.042\t6630\t100\t0.176\t0.087\t0.678\t0.099\t0.493\t0.028\t-0.591\t0.078\t\n",
"OGLE-LMC-RRLYR-13256\t0.589\t0.053\t0.719\t0.020\t1.682\t0.042\t6650\t100\t0.110\t0.088\t0.608\t0.099\t0.487\t0.029\t-0.645\t0.080\t\n",
"OGLE-LMC-RRLYR-13260\t0.596\t0.051\t0.711\t0.019\t1.638\t0.042\t6540\t100\t0.221\t0.087\t0.723\t0.099\t0.509\t0.028\t-0.571\t0.079\t\n",
"OGLE-LMC-RRLYR-13262\t0.701\t0.051\t0.759\t0.019\t1.690\t0.042\t6360\t100\t0.076\t0.088\t0.60\t0.10\t0.544\t0.028\t-0.772\t0.078\t\n",
"OGLE-LMC-RRLYR-13263\t0.687\t0.051\t0.722\t0.019\t1.671\t0.042\t6570\t100\t0.162\t0.087\t0.666\t0.099\t0.506\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-13268\t0.587\t0.050\t0.694\t0.019\t1.644\t0.042\t6690\t100\t0.245\t0.087\t0.725\t0.099\t0.473\t0.028\t-0.489\t0.078\t\n",
"OGLE-LMC-RRLYR-13271\t0.587\t0.050\t0.707\t0.019\t1.666\t0.042\t6680\t100\t0.159\t0.087\t0.648\t0.098\t0.479\t0.028\t-0.582\t0.077\t\n",
"OGLE-LMC-RRLYR-13273\t0.654\t0.051\t0.763\t0.019\t1.721\t0.042\t6460\t100\t-0.013\t0.088\t0.513\t0.099\t0.529\t0.028\t-0.833\t0.078\t\n",
"OGLE-LMC-RRLYR-13274\t0.723\t0.050\t0.753\t0.019\t1.674\t0.042\t6360\t100\t0.128\t0.087\t0.667\t0.099\t0.549\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-13275\t0.577\t0.050\t0.736\t0.019\t1.744\t0.042\t6760\t100\t-0.030\t0.087\t0.446\t0.099\t0.468\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-13278\t0.689\t0.050\t0.759\t0.019\t1.686\t0.042\t6360\t100\t0.103\t0.087\t0.638\t0.099\t0.544\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-13279\t0.637\t0.051\t0.718\t0.019\t1.667\t0.042\t6600\t100\t0.180\t0.088\t0.678\t0.099\t0.496\t0.028\t-0.593\t0.078\t\n",
"OGLE-LMC-RRLYR-13280\t0.663\t0.051\t0.757\t0.019\t1.705\t0.042\t6440\t100\t0.036\t0.087\t0.561\t0.099\t0.531\t0.028\t-0.789\t0.078\t\n",
"OGLE-LMC-RRLYR-13282\t0.698\t0.052\t0.762\t0.020\t1.685\t0.043\t6330\t100\t0.088\t0.088\t0.63\t0.10\t0.553\t0.029\t-0.774\t0.080\t\n",
"OGLE-LMC-RRLYR-13284\t0.657\t0.050\t0.748\t0.019\t1.665\t0.042\t6360\t100\t0.132\t0.087\t0.669\t0.099\t0.546\t0.028\t-0.721\t0.077\t\n",
"OGLE-LMC-RRLYR-13285\t0.594\t0.050\t0.751\t0.019\t1.728\t0.042\t6580\t100\t-0.024\t0.087\t0.483\t0.098\t0.502\t0.028\t-0.802\t0.077\t\n",
"OGLE-LMC-RRLYR-13289\t0.702\t0.050\t0.773\t0.019\t1.673\t0.042\t6235\t99\t0.089\t0.087\t0.662\t0.099\t0.579\t0.028\t-0.808\t0.077\t\n",
"OGLE-LMC-RRLYR-13291\t0.655\t0.053\t0.717\t0.020\t1.708\t0.042\t6750\t100\t0.089\t0.088\t0.569\t0.099\t0.467\t0.028\t-0.635\t0.080\t\n",
"OGLE-LMC-RRLYR-13294\t0.620\t0.050\t0.711\t0.019\t1.649\t0.042\t6580\t100\t0.193\t0.087\t0.696\t0.099\t0.502\t0.028\t-0.590\t0.078\t\n",
"OGLE-LMC-RRLYR-13295\t0.546\t0.050\t0.679\t0.019\t1.664\t0.041\t6880\t100\t0.193\t0.087\t0.638\t0.098\t0.436\t0.028\t-0.481\t0.077\t\n",
"OGLE-LMC-RRLYR-13296\t0.608\t0.050\t0.705\t0.019\t1.648\t0.042\t6620\t100\t0.216\t0.088\t0.706\t0.099\t0.488\t0.028\t-0.547\t0.078\t\n",
"OGLE-LMC-RRLYR-13300\t0.620\t0.050\t0.723\t0.019\t1.675\t0.042\t6590\t100\t0.126\t0.087\t0.633\t0.098\t0.501\t0.028\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-13301\t0.698\t0.051\t0.760\t0.019\t1.716\t0.042\t6460\t100\t0.060\t0.087\t0.573\t0.098\t0.522\t0.028\t-0.755\t0.078\t\n",
"OGLE-LMC-RRLYR-13304\t0.676\t0.059\t0.788\t0.023\t1.754\t0.045\t6380\t110\t-0.100\t0.091\t0.43\t0.10\t0.542\t0.030\t-0.941\t0.087\t\n",
"OGLE-LMC-RRLYR-13311\t0.590\t0.059\t0.763\t0.023\t1.762\t0.043\t6610\t120\t-0.102\t0.092\t0.38\t0.10\t0.493\t0.032\t-0.865\t0.092\t\n",
"OGLE-LMC-RRLYR-13318\t0.589\t0.050\t0.735\t0.019\t1.635\t0.042\t6380\t100\t0.187\t0.088\t0.72\t0.10\t0.547\t0.028\t-0.666\t0.078\t\n",
"OGLE-LMC-RRLYR-13320\t0.706\t0.050\t0.743\t0.019\t1.680\t0.042\t6440\t100\t0.119\t0.087\t0.649\t0.099\t0.534\t0.028\t-0.717\t0.078\t\n",
"OGLE-LMC-RRLYR-13330\t0.585\t0.050\t0.712\t0.019\t1.669\t0.042\t6660\t100\t0.133\t0.087\t0.630\t0.098\t0.487\t0.028\t-0.622\t0.077\t\n",
"OGLE-LMC-RRLYR-13333\t0.624\t0.052\t0.731\t0.019\t1.676\t0.042\t6520\t100\t0.114\t0.088\t0.625\t0.099\t0.514\t0.028\t-0.687\t0.079\t\n",
"OGLE-LMC-RRLYR-13343\t0.685\t0.049\t0.759\t0.019\t1.657\t0.042\t6284\t99\t0.139\t0.087\t0.700\t0.099\t0.567\t0.028\t-0.744\t0.077\t\n",
"OGLE-LMC-RRLYR-13344\t0.691\t0.050\t0.754\t0.019\t1.664\t0.042\t6320\t100\t0.140\t0.087\t0.685\t0.099\t0.558\t0.028\t-0.729\t0.078\t\n",
"OGLE-LMC-RRLYR-13345\t0.707\t0.051\t0.747\t0.019\t1.701\t0.042\t6500\t100\t0.115\t0.087\t0.633\t0.099\t0.516\t0.028\t-0.690\t0.078\t\n",
"OGLE-LMC-RRLYR-13347\t0.622\t0.051\t0.729\t0.019\t1.695\t0.042\t6630\t100\t0.076\t0.087\t0.583\t0.098\t0.494\t0.028\t-0.688\t0.078\t\n",
"OGLE-LMC-RRLYR-13348\t0.647\t0.050\t0.753\t0.019\t1.703\t0.043\t6510\t100\t0.045\t0.090\t0.54\t0.10\t0.501\t0.029\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-13353\t0.624\t0.050\t0.722\t0.019\t1.667\t0.042\t6560\t100\t0.134\t0.087\t0.649\t0.099\t0.509\t0.028\t-0.654\t0.077\t\n",
"OGLE-LMC-RRLYR-13355\t0.579\t0.051\t0.723\t0.019\t1.624\t0.044\t6450\t100\t0.194\t0.092\t0.72\t0.11\t0.525\t0.029\t-0.621\t0.079\t\n",
"OGLE-LMC-RRLYR-13358\t0.667\t0.051\t0.751\t0.019\t1.748\t0.042\t6650\t100\t-0.034\t0.087\t0.457\t0.099\t0.490\t0.028\t-0.797\t0.078\t\n",
"OGLE-LMC-RRLYR-13360\t0.576\t0.051\t0.691\t0.019\t1.679\t0.042\t6860\t100\t0.158\t0.087\t0.607\t0.098\t0.445\t0.028\t-0.529\t0.078\t\n",
"OGLE-LMC-RRLYR-13361\t0.645\t0.050\t0.732\t0.019\t1.626\t0.042\t6340\t100\t0.215\t0.087\t0.756\t0.099\t0.552\t0.028\t-0.644\t0.078\t\n",
"OGLE-LMC-RRLYR-13363\t0.598\t0.050\t0.714\t0.019\t1.599\t0.043\t6420\t100\t0.262\t0.089\t0.79\t0.10\t0.535\t0.029\t-0.563\t0.078\t\n",
"OGLE-LMC-RRLYR-13365\t0.766\t0.050\t0.837\t0.019\t1.862\t0.043\t6430\t100\t-0.303\t0.089\t0.19\t0.10\t0.509\t0.029\t-1.098\t0.078\t\n",
"OGLE-LMC-RRLYR-13366\t0.719\t0.052\t0.744\t0.020\t1.696\t0.042\t6500\t100\t0.097\t0.088\t0.620\t0.099\t0.524\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-13367\t0.596\t0.050\t0.751\t0.019\t1.766\t0.042\t6720\t100\t-0.077\t0.087\t0.403\t0.098\t0.472\t0.028\t-0.809\t0.077\t\n",
"OGLE-LMC-RRLYR-13368\t0.611\t0.050\t0.769\t0.019\t1.701\t0.042\t6370\t100\t0.017\t0.087\t0.55\t0.10\t0.542\t0.028\t-0.834\t0.077\t\n",
"OGLE-LMC-RRLYR-13372\t0.681\t0.051\t0.737\t0.019\t1.672\t0.042\t6460\t100\t0.130\t0.087\t0.661\t0.099\t0.532\t0.028\t-0.696\t0.077\t\n",
"OGLE-LMC-RRLYR-13374\t0.676\t0.052\t0.743\t0.019\t1.701\t0.042\t6520\t100\t0.070\t0.088\t0.578\t0.099\t0.514\t0.028\t-0.733\t0.079\t\n",
"OGLE-LMC-RRLYR-13375\t0.538\t0.050\t0.663\t0.019\t1.604\t0.042\t6780\t100\t0.304\t0.088\t0.76\t0.10\t0.447\t0.028\t-0.394\t0.077\t\n",
"OGLE-LMC-RRLYR-13376\t0.601\t0.050\t0.735\t0.019\t1.661\t0.043\t6490\t100\t0.124\t0.090\t0.63\t0.10\t0.509\t0.029\t-0.662\t0.078\t\n",
"OGLE-LMC-RRLYR-13377\t0.603\t0.051\t0.727\t0.019\t1.677\t0.042\t6570\t100\t0.125\t0.087\t0.622\t0.098\t0.501\t0.028\t-0.654\t0.078\t\n",
"OGLE-LMC-RRLYR-13378\t0.619\t0.051\t0.703\t0.019\t1.656\t0.042\t6670\t100\t0.201\t0.087\t0.692\t0.099\t0.482\t0.028\t-0.548\t0.078\t\n",
"OGLE-LMC-RRLYR-13382\t0.697\t0.050\t0.792\t0.019\t1.774\t0.042\t6430\t100\t-0.135\t0.087\t0.393\t0.099\t0.532\t0.028\t-0.961\t0.078\t\n",
"OGLE-LMC-RRLYR-13384\t0.744\t0.050\t0.766\t0.019\t1.681\t0.042\t6290\t100\t0.121\t0.087\t0.672\t0.098\t0.561\t0.028\t-0.758\t0.077\t\n",
"OGLE-LMC-RRLYR-13385\t0.552\t0.050\t0.723\t0.019\t1.704\t0.042\t6690\t100\t0.047\t0.087\t0.536\t0.099\t0.476\t0.028\t-0.698\t0.077\t\n",
"OGLE-LMC-RRLYR-13386\t0.636\t0.050\t0.830\t0.019\t1.792\t0.042\t6220\t100\t-0.228\t0.088\t0.33\t0.10\t0.569\t0.029\t-1.115\t0.077\t\n",
"OGLE-LMC-RRLYR-13387\t0.621\t0.051\t0.708\t0.019\t1.682\t0.042\t6720\t100\t0.136\t0.087\t0.621\t0.098\t0.470\t0.028\t-0.593\t0.079\t\n",
"OGLE-LMC-RRLYR-13388\t0.689\t0.050\t0.780\t0.019\t1.742\t0.042\t6400\t100\t-0.055\t0.087\t0.476\t0.099\t0.539\t0.028\t-0.893\t0.079\t\n",
"OGLE-LMC-RRLYR-13389\t0.657\t0.050\t0.736\t0.019\t1.723\t0.042\t6660\t100\t0.036\t0.087\t0.522\t0.099\t0.483\t0.028\t-0.711\t0.077\t\n",
"OGLE-LMC-RRLYR-13393\t0.652\t0.050\t0.751\t0.019\t1.639\t0.042\t6263\t99\t0.163\t0.088\t0.727\t0.099\t0.572\t0.028\t-0.733\t0.077\t\n",
"OGLE-LMC-RRLYR-13394\t0.605\t0.050\t0.733\t0.019\t1.647\t0.043\t6450\t100\t0.163\t0.089\t0.68\t0.10\t0.519\t0.028\t-0.644\t0.078\t\n",
"OGLE-LMC-RRLYR-13396\t0.658\t0.050\t0.774\t0.019\t1.709\t0.042\t6340\t100\t0.020\t0.087\t0.560\t0.099\t0.550\t0.028\t-0.838\t0.077\t\n",
"OGLE-LMC-RRLYR-13397\t0.629\t0.051\t0.697\t0.019\t1.608\t0.043\t6530\t100\t0.278\t0.089\t0.79\t0.10\t0.507\t0.028\t-0.512\t0.079\t\n",
"OGLE-LMC-RRLYR-13398\t0.656\t0.050\t0.752\t0.019\t1.654\t0.042\t6310\t100\t0.155\t0.087\t0.705\t0.099\t0.561\t0.028\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-13400\t0.634\t0.050\t0.746\t0.019\t1.649\t0.042\t6350\t100\t0.152\t0.088\t0.69\t0.10\t0.548\t0.028\t-0.702\t0.077\t\n",
"OGLE-LMC-RRLYR-13401\t0.706\t0.053\t0.736\t0.020\t1.697\t0.043\t6550\t110\t0.104\t0.088\t0.60\t0.10\t0.507\t0.029\t-0.692\t0.080\t\n",
"OGLE-LMC-RRLYR-13402\t0.646\t0.052\t0.720\t0.019\t1.689\t0.042\t6660\t100\t0.117\t0.087\t0.614\t0.099\t0.486\t0.028\t-0.637\t0.079\t\n",
"OGLE-LMC-RRLYR-13404\t0.615\t0.050\t0.741\t0.019\t1.669\t0.043\t6460\t100\t0.109\t0.089\t0.61\t0.10\t0.508\t0.028\t-0.682\t0.078\t\n",
"OGLE-LMC-RRLYR-13406\t0.685\t0.050\t0.754\t0.019\t1.673\t0.042\t6350\t100\t0.126\t0.087\t0.665\t0.099\t0.548\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-13409\t0.669\t0.051\t0.798\t0.019\t1.751\t0.042\t6321\t99\t-0.095\t0.087\t0.454\t0.099\t0.556\t0.028\t-0.963\t0.077\t\n",
"OGLE-LMC-RRLYR-13410\t0.685\t0.050\t0.763\t0.019\t1.686\t0.042\t6330\t100\t0.078\t0.088\t0.61\t0.10\t0.551\t0.028\t-0.786\t0.077\t\n",
"OGLE-LMC-RRLYR-13411\t0.578\t0.051\t0.679\t0.019\t1.650\t0.042\t6830\t100\t0.218\t0.087\t0.678\t0.098\t0.447\t0.028\t-0.475\t0.078\t\n",
"OGLE-LMC-RRLYR-13412\t0.586\t0.052\t0.702\t0.019\t1.661\t0.042\t6710\t100\t0.175\t0.088\t0.664\t0.099\t0.480\t0.028\t-0.563\t0.079\t\n",
"OGLE-LMC-RRLYR-13413\t0.657\t0.051\t0.755\t0.019\t1.774\t0.042\t6710\t100\t-0.077\t0.087\t0.394\t0.099\t0.472\t0.028\t-0.810\t0.079\t\n",
"OGLE-LMC-RRLYR-13414\t0.675\t0.051\t0.777\t0.019\t1.738\t0.042\t6420\t100\t-0.054\t0.088\t0.483\t0.099\t0.539\t0.028\t-0.888\t0.078\t\n",
"OGLE-LMC-RRLYR-13415\t0.646\t0.051\t0.743\t0.020\t1.704\t0.042\t6550\t100\t0.057\t0.087\t0.576\t0.098\t0.509\t0.028\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-13418\t0.554\t0.059\t0.710\t0.022\t1.711\t0.043\t6820\t110\t0.065\t0.090\t0.52\t0.10\t0.444\t0.031\t-0.626\t0.086\t\n",
"OGLE-LMC-RRLYR-13420\t0.602\t0.052\t0.684\t0.019\t1.632\t0.042\t6720\t100\t0.245\t0.088\t0.738\t0.099\t0.476\t0.028\t-0.494\t0.079\t\n",
"OGLE-LMC-RRLYR-13423\t0.720\t0.050\t0.769\t0.019\t1.683\t0.042\t6280\t100\t0.089\t0.087\t0.647\t0.099\t0.565\t0.028\t-0.796\t0.077\t\n",
"OGLE-LMC-RRLYR-13427\t0.590\t0.052\t0.700\t0.020\t1.652\t0.042\t6670\t100\t0.218\t0.089\t0.70\t0.10\t0.480\t0.028\t-0.531\t0.081\t\n",
"OGLE-LMC-RRLYR-13429\t0.615\t0.051\t0.688\t0.020\t1.558\t0.042\t6420\t100\t0.389\t0.088\t0.91\t0.10\t0.535\t0.029\t-0.446\t0.079\t\n",
"OGLE-LMC-RRLYR-13431\t0.639\t0.051\t0.718\t0.019\t1.665\t0.042\t6600\t100\t0.148\t0.087\t0.662\t0.099\t0.503\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-13432\t0.691\t0.050\t0.758\t0.019\t1.654\t0.042\t6270\t100\t0.154\t0.088\t0.71\t0.10\t0.570\t0.028\t-0.735\t0.078\t\n",
"OGLE-LMC-RRLYR-13436\t0.659\t0.052\t0.712\t0.019\t1.662\t0.042\t6620\t100\t0.177\t0.087\t0.689\t0.098\t0.497\t0.028\t-0.598\t0.078\t\n",
"OGLE-LMC-RRLYR-13437\t0.672\t0.051\t0.739\t0.019\t1.661\t0.042\t6410\t100\t0.151\t0.087\t0.686\t0.099\t0.540\t0.028\t-0.691\t0.078\t\n",
"OGLE-LMC-RRLYR-13438\t0.772\t0.051\t0.771\t0.019\t1.710\t0.042\t6350\t100\t0.052\t0.087\t0.597\t0.099\t0.553\t0.028\t-0.816\t0.078\t\n",
"OGLE-LMC-RRLYR-13441\t0.610\t0.050\t0.725\t0.019\t1.687\t0.042\t6610\t100\t0.116\t0.087\t0.612\t0.099\t0.492\t0.028\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-13442\t0.615\t0.051\t0.752\t0.019\t1.715\t0.042\t6520\t100\t0.012\t0.087\t0.527\t0.099\t0.516\t0.028\t-0.788\t0.079\t\n",
"OGLE-LMC-RRLYR-13444\t0.712\t0.051\t0.741\t0.019\t1.650\t0.043\t6380\t100\t0.186\t0.091\t0.72\t0.10\t0.537\t0.028\t-0.650\t0.079\t\n",
"OGLE-LMC-RRLYR-13446\t0.642\t0.050\t0.762\t0.019\t1.761\t0.042\t6620\t100\t-0.081\t0.087\t0.424\t0.098\t0.498\t0.028\t-0.854\t0.078\t\n",
"OGLE-LMC-RRLYR-13455\t0.737\t0.051\t0.768\t0.019\t1.654\t0.042\t6190\t100\t0.146\t0.087\t0.728\t0.099\t0.594\t0.029\t-0.779\t0.078\t\n",
"OGLE-LMC-RRLYR-13456\t0.640\t0.065\t0.738\t0.023\t1.696\t0.046\t6540\t110\t0.075\t0.095\t0.57\t0.10\t0.508\t0.030\t-0.712\t0.093\t\n",
"OGLE-LMC-RRLYR-13459\t0.597\t0.050\t0.702\t0.019\t1.619\t0.042\t6530\t100\t0.263\t0.088\t0.767\t0.099\t0.511\t0.028\t-0.536\t0.078\t\n",
"OGLE-LMC-RRLYR-13460\t0.620\t0.051\t0.689\t0.019\t1.588\t0.042\t6510\t100\t0.358\t0.088\t0.86\t0.10\t0.513\t0.028\t-0.448\t0.078\t\n",
"OGLE-LMC-RRLYR-13474\t0.538\t0.049\t0.703\t0.019\t1.706\t0.041\t6870\t100\t0.090\t0.087\t0.537\t0.098\t0.439\t0.028\t-0.588\t0.077\t\n",
"OGLE-LMC-RRLYR-13475\t0.717\t0.051\t0.738\t0.019\t1.706\t0.042\t6580\t100\t0.078\t0.087\t0.577\t0.099\t0.503\t0.029\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-13478\t0.636\t0.052\t0.746\t0.020\t1.725\t0.042\t6610\t100\t-0.002\t0.088\t0.509\t0.099\t0.501\t0.029\t-0.780\t0.080\t\n",
"OGLE-LMC-RRLYR-13483\t0.569\t0.050\t0.703\t0.019\t1.650\t0.042\t6650\t100\t0.177\t0.087\t0.667\t0.099\t0.487\t0.028\t-0.580\t0.078\t\n",
"OGLE-LMC-RRLYR-13485\t0.541\t0.051\t0.684\t0.019\t1.569\t0.042\t6510\t100\t0.331\t0.088\t0.86\t0.10\t0.523\t0.028\t-0.473\t0.078\t\n",
"OGLE-LMC-RRLYR-13494\t0.722\t0.050\t0.769\t0.019\t1.702\t0.042\t6350\t100\t0.060\t0.087\t0.604\t0.099\t0.551\t0.028\t-0.794\t0.078\t\n",
"OGLE-LMC-RRLYR-13495\t0.635\t0.051\t0.772\t0.019\t1.739\t0.042\t6450\t100\t-0.059\t0.088\t0.461\t0.099\t0.527\t0.028\t-0.876\t0.079\t\n",
"OGLE-LMC-RRLYR-13503\t0.553\t0.052\t0.688\t0.020\t1.598\t0.043\t6560\t100\t0.284\t0.089\t0.79\t0.10\t0.506\t0.028\t-0.512\t0.079\t\n",
"OGLE-LMC-RRLYR-13505\t0.591\t0.051\t0.715\t0.019\t1.678\t0.042\t6660\t100\t0.119\t0.087\t0.611\t0.098\t0.484\t0.028\t-0.631\t0.078\t\n",
"OGLE-LMC-RRLYR-13507\t0.545\t0.050\t0.662\t0.019\t1.584\t0.042\t6690\t100\t0.325\t0.088\t0.81\t0.10\t0.479\t0.029\t-0.420\t0.077\t\n",
"OGLE-LMC-RRLYR-13509\t0.714\t0.050\t0.783\t0.019\t1.701\t0.042\t6260\t99\t0.034\t0.087\t0.596\t0.099\t0.569\t0.028\t-0.855\t0.077\t\n",
"OGLE-LMC-RRLYR-13511\t0.618\t0.050\t0.775\t0.019\t1.779\t0.043\t6600\t100\t-0.143\t0.090\t0.33\t0.10\t0.473\t0.029\t-0.873\t0.078\t\n",
"OGLE-LMC-RRLYR-13513\t0.717\t0.050\t0.771\t0.019\t1.714\t0.042\t6380\t100\t0.042\t0.087\t0.570\t0.099\t0.541\t0.028\t-0.803\t0.078\t\n",
"OGLE-LMC-RRLYR-13518\t0.699\t0.050\t0.767\t0.019\t1.687\t0.042\t6325\t99\t0.079\t0.087\t0.629\t0.099\t0.556\t0.028\t-0.785\t0.077\t\n",
"OGLE-LMC-RRLYR-13520\t0.558\t0.052\t0.677\t0.019\t1.634\t0.042\t6790\t100\t0.243\t0.088\t0.717\t0.099\t0.460\t0.028\t-0.470\t0.079\t\n",
"OGLE-LMC-RRLYR-13524\t0.693\t0.050\t0.806\t0.019\t1.783\t0.042\t6360\t100\t-0.166\t0.087\t0.381\t0.099\t0.549\t0.028\t-1.016\t0.078\t\n",
"OGLE-LMC-RRLYR-13525\t0.676\t0.051\t0.754\t0.019\t1.689\t0.042\t6420\t100\t0.095\t0.087\t0.613\t0.099\t0.532\t0.028\t-0.736\t0.078\t\n",
"OGLE-LMC-RRLYR-13526\t0.709\t0.050\t0.791\t0.019\t1.735\t0.042\t6316\t99\t-0.033\t0.087\t0.515\t0.099\t0.556\t0.028\t-0.902\t0.077\t\n",
"OGLE-LMC-RRLYR-13528\t0.690\t0.050\t0.714\t0.019\t1.603\t0.042\t6370\t100\t0.298\t0.087\t0.836\t0.099\t0.547\t0.028\t-0.557\t0.078\t\n",
"OGLE-LMC-RRLYR-13533\t0.610\t0.057\t0.725\t0.021\t1.632\t0.045\t6400\t110\t0.191\t0.092\t0.72\t0.10\t0.541\t0.029\t-0.648\t0.085\t\n",
"OGLE-LMC-RRLYR-13534\t0.617\t0.050\t0.754\t0.019\t1.758\t0.042\t6660\t100\t-0.067\t0.087\t0.423\t0.098\t0.485\t0.028\t-0.820\t0.078\t\n",
"OGLE-LMC-RRLYR-13535\t0.626\t0.051\t0.727\t0.019\t1.688\t0.042\t6610\t100\t0.105\t0.087\t0.609\t0.098\t0.496\t0.028\t-0.665\t0.078\t\n",
"OGLE-LMC-RRLYR-13536\t0.655\t0.050\t0.726\t0.019\t1.675\t0.042\t6560\t100\t0.162\t0.087\t0.666\t0.098\t0.504\t0.028\t-0.622\t0.078\t\n",
"OGLE-LMC-RRLYR-13537\t0.702\t0.051\t0.727\t0.019\t1.650\t0.042\t6450\t100\t0.218\t0.088\t0.74\t0.10\t0.523\t0.028\t-0.596\t0.078\t\n",
"OGLE-LMC-RRLYR-13544\t0.628\t0.051\t0.717\t0.019\t1.678\t0.042\t6650\t100\t0.127\t0.087\t0.625\t0.099\t0.489\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-13547\t0.695\t0.050\t0.799\t0.019\t1.762\t0.042\t6360\t100\t-0.108\t0.087\t0.43\t0.10\t0.540\t0.028\t-0.947\t0.077\t\n",
"OGLE-LMC-RRLYR-13549\t0.694\t0.051\t0.735\t0.019\t1.676\t0.042\t6500\t100\t0.170\t0.087\t0.684\t0.099\t0.517\t0.028\t-0.640\t0.078\t\n",
"OGLE-LMC-RRLYR-13550\t0.754\t0.051\t0.765\t0.019\t1.725\t0.042\t6450\t100\t0.026\t0.087\t0.556\t0.099\t0.533\t0.028\t-0.808\t0.078\t\n",
"OGLE-LMC-RRLYR-13553\t0.640\t0.051\t0.723\t0.019\t1.662\t0.042\t6550\t100\t0.186\t0.087\t0.693\t0.099\t0.507\t0.028\t-0.604\t0.078\t\n",
"OGLE-LMC-RRLYR-13555\t0.697\t0.050\t0.734\t0.019\t1.667\t0.042\t6480\t100\t0.137\t0.088\t0.65\t0.10\t0.515\t0.028\t-0.664\t0.078\t\n",
"OGLE-LMC-RRLYR-13556\t0.588\t0.050\t0.690\t0.019\t1.656\t0.042\t6770\t100\t0.192\t0.087\t0.667\t0.099\t0.461\t0.028\t-0.521\t0.077\t\n",
"OGLE-LMC-RRLYR-13558\t0.560\t0.050\t0.680\t0.019\t1.665\t0.042\t6880\t100\t0.185\t0.087\t0.631\t0.099\t0.435\t0.028\t-0.487\t0.078\t\n",
"OGLE-LMC-RRLYR-13559\t0.710\t0.050\t0.769\t0.019\t1.679\t0.042\t6280\t100\t0.096\t0.087\t0.653\t0.099\t0.567\t0.028\t-0.788\t0.077\t\n",
"OGLE-LMC-RRLYR-13567\t0.647\t0.050\t0.751\t0.019\t1.748\t0.042\t6650\t100\t-0.038\t0.087\t0.461\t0.098\t0.489\t0.028\t-0.797\t0.077\t\n",
"OGLE-LMC-RRLYR-13576\t0.657\t0.050\t0.755\t0.019\t1.654\t0.042\t6303\t99\t0.145\t0.088\t0.70\t0.10\t0.565\t0.028\t-0.734\t0.077\t\n",
"OGLE-LMC-RRLYR-13580\t0.678\t0.050\t0.752\t0.019\t1.669\t0.042\t6353\t99\t0.134\t0.088\t0.670\t0.099\t0.548\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-13581\t0.589\t0.050\t0.751\t0.019\t1.742\t0.042\t6640\t100\t-0.057\t0.087\t0.443\t0.098\t0.495\t0.028\t-0.828\t0.077\t\n",
"OGLE-LMC-RRLYR-13582\t0.736\t0.050\t0.786\t0.019\t1.720\t0.042\t6290\t100\t0.010\t0.087\t0.560\t0.099\t0.560\t0.028\t-0.867\t0.077\t\n",
"OGLE-LMC-RRLYR-13583\t0.579\t0.050\t0.695\t0.019\t1.653\t0.042\t6720\t100\t0.189\t0.087\t0.675\t0.098\t0.472\t0.028\t-0.541\t0.078\t\n",
"OGLE-LMC-RRLYR-13584\t0.570\t0.050\t0.700\t0.019\t1.587\t0.042\t6430\t100\t0.295\t0.089\t0.81\t0.10\t0.532\t0.028\t-0.536\t0.078\t\n",
"OGLE-LMC-RRLYR-13589\t0.668\t0.050\t0.786\t0.019\t1.720\t0.042\t6310\t100\t-0.025\t0.087\t0.532\t0.099\t0.558\t0.028\t-0.892\t0.077\t\n",
"OGLE-LMC-RRLYR-13593\t0.679\t0.052\t0.737\t0.019\t1.683\t0.042\t6500\t100\t0.105\t0.088\t0.623\t0.099\t0.522\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-13594\t0.642\t0.051\t0.715\t0.019\t1.651\t0.042\t6570\t100\t0.180\t0.087\t0.696\t0.099\t0.509\t0.028\t-0.606\t0.077\t\n",
"OGLE-LMC-RRLYR-13596\t0.557\t0.051\t0.728\t0.020\t1.741\t0.042\t6800\t110\t-0.019\t0.088\t0.435\t0.099\t0.451\t0.031\t-0.724\t0.083\t\n",
"OGLE-LMC-RRLYR-13597\t0.589\t0.051\t0.696\t0.019\t1.655\t0.042\t6730\t100\t0.187\t0.087\t0.667\t0.098\t0.472\t0.028\t-0.545\t0.079\t\n",
"OGLE-LMC-RRLYR-13598\t0.636\t0.051\t0.750\t0.019\t1.766\t0.042\t6740\t100\t-0.059\t0.087\t0.419\t0.098\t0.471\t0.028\t-0.788\t0.078\t\n",
"OGLE-LMC-RRLYR-13600\t0.620\t0.051\t0.721\t0.019\t1.665\t0.042\t6570\t100\t0.163\t0.087\t0.676\t0.098\t0.503\t0.028\t-0.619\t0.078\t\n",
"OGLE-LMC-RRLYR-13601\t0.676\t0.052\t0.769\t0.020\t1.698\t0.042\t6340\t100\t0.050\t0.088\t0.58\t0.10\t0.552\t0.029\t-0.809\t0.080\t\n",
"OGLE-LMC-RRLYR-13609\t0.622\t0.050\t0.714\t0.019\t1.641\t0.042\t6520\t100\t0.195\t0.088\t0.707\t0.099\t0.510\t0.028\t-0.601\t0.078\t\n",
"OGLE-LMC-RRLYR-13610\t0.715\t0.051\t0.801\t0.019\t1.813\t0.042\t6510\t100\t-0.212\t0.087\t0.311\t0.099\t0.522\t0.028\t-1.020\t0.078\t\n",
"OGLE-LMC-RRLYR-13612\t0.609\t0.060\t0.703\t0.021\t1.696\t0.043\t6810\t110\t0.113\t0.091\t0.56\t0.10\t0.449\t0.030\t-0.584\t0.087\t\n",
"OGLE-LMC-RRLYR-13613\t0.693\t0.053\t0.733\t0.020\t1.717\t0.042\t6670\t100\t0.069\t0.087\t0.560\t0.098\t0.482\t0.028\t-0.683\t0.079\t\n",
"OGLE-LMC-RRLYR-13618\t0.701\t0.050\t0.766\t0.019\t1.727\t0.042\t6450\t100\t0.014\t0.087\t0.538\t0.098\t0.527\t0.028\t-0.809\t0.078\t\n",
"OGLE-LMC-RRLYR-13619\t0.680\t0.051\t0.741\t0.019\t1.693\t0.042\t6520\t100\t0.074\t0.087\t0.599\t0.099\t0.519\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-13620\t0.605\t0.051\t0.758\t0.019\t1.742\t0.042\t6580\t100\t-0.052\t0.087\t0.454\t0.098\t0.502\t0.028\t-0.831\t0.078\t\n",
"OGLE-LMC-RRLYR-13622\t0.607\t0.051\t0.762\t0.019\t1.766\t0.042\t6640\t100\t-0.097\t0.087\t0.402\t0.099\t0.491\t0.029\t-0.860\t0.079\t\n",
"OGLE-LMC-RRLYR-13623\t0.639\t0.061\t0.738\t0.023\t1.682\t0.044\t6500\t110\t0.107\t0.092\t0.61\t0.10\t0.518\t0.031\t-0.698\t0.089\t\n",
"OGLE-LMC-RRLYR-13624\t0.537\t0.050\t0.652\t0.019\t1.562\t0.042\t6690\t100\t0.385\t0.088\t0.86\t0.10\t0.472\t0.028\t-0.354\t0.077\t\n",
"OGLE-LMC-RRLYR-13626\t0.613\t0.051\t0.735\t0.019\t1.674\t0.042\t6500\t100\t0.119\t0.087\t0.630\t0.098\t0.517\t0.028\t-0.687\t0.078\t\n",
"OGLE-LMC-RRLYR-13628\t0.511\t0.050\t0.699\t0.019\t1.689\t0.042\t6820\t100\t0.102\t0.087\t0.559\t0.099\t0.443\t0.028\t-0.592\t0.077\t\n",
"OGLE-LMC-RRLYR-13631\t0.724\t0.050\t0.773\t0.019\t1.684\t0.042\t6250\t100\t0.094\t0.088\t0.65\t0.10\t0.569\t0.028\t-0.804\t0.077\t\n",
"OGLE-LMC-RRLYR-13637\t0.640\t0.050\t0.753\t0.019\t1.661\t0.042\t6320\t100\t0.115\t0.087\t0.668\t0.099\t0.558\t0.028\t-0.755\t0.077\t\n",
"OGLE-LMC-RRLYR-13638\t0.630\t0.051\t0.716\t0.019\t1.674\t0.042\t6630\t100\t0.132\t0.087\t0.641\t0.098\t0.492\t0.028\t-0.633\t0.078\t\n",
"OGLE-LMC-RRLYR-13646\t0.628\t0.050\t0.719\t0.019\t1.643\t0.042\t6490\t100\t0.201\t0.087\t0.716\t0.099\t0.521\t0.028\t-0.610\t0.077\t\n",
"OGLE-LMC-RRLYR-13647\t0.631\t0.051\t0.724\t0.019\t1.639\t0.042\t6430\t100\t0.180\t0.087\t0.708\t0.099\t0.534\t0.028\t-0.653\t0.077\t\n",
"OGLE-LMC-RRLYR-13654\t0.669\t0.051\t0.735\t0.019\t1.686\t0.042\t6550\t100\t0.096\t0.087\t0.616\t0.099\t0.514\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-13656\t0.672\t0.059\t0.764\t0.022\t1.780\t0.043\t6670\t110\t-0.097\t0.091\t0.39\t0.10\t0.484\t0.030\t-0.849\t0.088\t\n",
"OGLE-LMC-RRLYR-13657\t0.607\t0.056\t0.727\t0.021\t1.668\t0.043\t6530\t110\t0.141\t0.089\t0.65\t0.10\t0.510\t0.029\t-0.652\t0.082\t\n",
"OGLE-LMC-RRLYR-13663\t0.705\t0.052\t0.746\t0.019\t1.728\t0.042\t6610\t100\t0.032\t0.087\t0.542\t0.099\t0.498\t0.028\t-0.742\t0.078\t\n",
"OGLE-LMC-RRLYR-13665\t0.677\t0.051\t0.784\t0.019\t1.747\t0.042\t6400\t100\t-0.052\t0.088\t0.470\t0.099\t0.534\t0.028\t-0.886\t0.078\t\n",
"OGLE-LMC-RRLYR-13667\t0.734\t0.051\t0.759\t0.019\t1.694\t0.042\t6380\t100\t0.075\t0.087\t0.621\t0.099\t0.549\t0.028\t-0.782\t0.078\t\n",
"OGLE-LMC-RRLYR-13668\t0.546\t0.050\t0.695\t0.019\t1.647\t0.042\t6700\t100\t0.187\t0.087\t0.676\t0.098\t0.477\t0.028\t-0.553\t0.077\t\n",
"OGLE-LMC-RRLYR-13671\t0.576\t0.052\t0.683\t0.020\t1.638\t0.042\t6760\t100\t0.229\t0.088\t0.709\t0.099\t0.466\t0.028\t-0.492\t0.079\t\n",
"OGLE-LMC-RRLYR-13672\t0.695\t0.051\t0.789\t0.020\t1.758\t0.042\t6390\t100\t-0.091\t0.088\t0.440\t0.099\t0.540\t0.029\t-0.930\t0.080\t\n",
"OGLE-LMC-RRLYR-13674\t0.622\t0.051\t0.774\t0.019\t1.770\t0.042\t6560\t100\t-0.123\t0.087\t0.387\t0.099\t0.508\t0.028\t-0.907\t0.078\t\n",
"OGLE-LMC-RRLYR-13675\t0.571\t0.052\t0.709\t0.020\t1.654\t0.042\t6630\t110\t0.156\t0.088\t0.661\t0.099\t0.495\t0.029\t-0.609\t0.080\t\n",
"OGLE-LMC-RRLYR-13677\t0.742\t0.050\t0.787\t0.019\t1.708\t0.042\t6226\t99\t0.016\t0.087\t0.585\t0.099\t0.576\t0.028\t-0.888\t0.077\t\n",
"OGLE-LMC-RRLYR-13678\t0.561\t0.050\t0.699\t0.019\t1.675\t0.042\t6770\t100\t0.147\t0.087\t0.616\t0.098\t0.457\t0.028\t-0.564\t0.077\t\n",
"OGLE-LMC-RRLYR-13681\t0.642\t0.053\t0.711\t0.020\t1.698\t0.042\t6760\t100\t0.110\t0.088\t0.577\t0.099\t0.462\t0.028\t-0.605\t0.079\t\n",
"OGLE-LMC-RRLYR-13684\t0.618\t0.050\t0.713\t0.019\t1.662\t0.042\t6620\t100\t0.184\t0.087\t0.681\t0.098\t0.491\t0.028\t-0.578\t0.077\t\n",
"OGLE-LMC-RRLYR-13687\t0.634\t0.052\t0.746\t0.020\t1.709\t0.042\t6550\t100\t0.027\t0.087\t0.545\t0.098\t0.512\t0.029\t-0.769\t0.080\t\n",
"OGLE-LMC-RRLYR-13689\t0.580\t0.051\t0.703\t0.019\t1.662\t0.042\t6690\t100\t0.185\t0.087\t0.664\t0.099\t0.474\t0.028\t-0.551\t0.078\t\n",
"OGLE-LMC-RRLYR-13695\t0.695\t0.051\t0.756\t0.019\t1.747\t0.042\t6610\t100\t-0.029\t0.087\t0.471\t0.099\t0.498\t0.028\t-0.804\t0.078\t\n",
"OGLE-LMC-RRLYR-13698\t0.678\t0.052\t0.796\t0.020\t1.788\t0.042\t6450\t100\t-0.170\t0.088\t0.360\t0.099\t0.532\t0.028\t-0.992\t0.080\t\n",
"OGLE-LMC-RRLYR-13706\t0.616\t0.051\t0.705\t0.019\t1.641\t0.042\t6590\t100\t0.231\t0.088\t0.727\t0.099\t0.495\t0.028\t-0.548\t0.078\t\n",
"OGLE-LMC-RRLYR-13708\t0.650\t0.051\t0.727\t0.019\t1.678\t0.042\t6570\t100\t0.148\t0.088\t0.653\t0.099\t0.500\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-13709\t0.593\t0.052\t0.717\t0.019\t1.640\t0.042\t6500\t100\t0.193\t0.087\t0.706\t0.099\t0.517\t0.028\t-0.610\t0.078\t\n",
"OGLE-LMC-RRLYR-13710\t0.713\t0.053\t0.763\t0.019\t1.735\t0.042\t6520\t100\t-0.017\t0.088\t0.509\t0.099\t0.521\t0.028\t-0.826\t0.079\t\n",
"OGLE-LMC-RRLYR-13711\t0.775\t0.051\t0.824\t0.020\t1.806\t0.043\t6320\t100\t-0.178\t0.089\t0.36\t0.10\t0.553\t0.028\t-1.043\t0.079\t\n",
"OGLE-LMC-RRLYR-13714\t0.636\t0.050\t0.751\t0.019\t1.640\t0.042\t6283\t99\t0.171\t0.088\t0.733\t0.099\t0.571\t0.028\t-0.720\t0.077\t\n",
"OGLE-LMC-RRLYR-13715\t0.642\t0.054\t0.734\t0.020\t1.703\t0.043\t6620\t100\t0.065\t0.089\t0.57\t0.10\t0.497\t0.028\t-0.705\t0.081\t\n",
"OGLE-LMC-RRLYR-13718\t0.569\t0.051\t0.662\t0.019\t1.614\t0.042\t6820\t100\t0.279\t0.088\t0.71\t0.10\t0.425\t0.028\t-0.389\t0.078\t\n",
"OGLE-LMC-RRLYR-13720\t0.587\t0.050\t0.757\t0.019\t1.751\t0.041\t6630\t100\t-0.083\t0.087\t0.421\t0.098\t0.498\t0.028\t-0.858\t0.078\t\n",
"OGLE-LMC-RRLYR-13721\t0.540\t0.057\t0.650\t0.021\t1.570\t0.044\t6730\t110\t0.393\t0.092\t0.84\t0.10\t0.463\t0.031\t-0.328\t0.086\t\n",
"OGLE-LMC-RRLYR-13722\t0.546\t0.050\t0.721\t0.019\t1.701\t0.042\t6710\t100\t0.061\t0.087\t0.547\t0.098\t0.473\t0.028\t-0.672\t0.078\t\n",
"OGLE-LMC-RRLYR-13724\t0.637\t0.051\t0.703\t0.019\t1.595\t0.042\t6430\t100\t0.307\t0.088\t0.845\t0.099\t0.538\t0.029\t-0.527\t0.079\t\n",
"OGLE-LMC-RRLYR-13725\t0.556\t0.051\t0.692\t0.019\t1.629\t0.042\t6660\t100\t0.224\t0.088\t0.716\t0.099\t0.486\t0.028\t-0.526\t0.078\t\n",
"OGLE-LMC-RRLYR-13731\t0.537\t0.049\t0.692\t0.019\t1.682\t0.041\t6850\t100\t0.137\t0.087\t0.585\t0.098\t0.441\t0.028\t-0.546\t0.077\t\n",
"OGLE-LMC-RRLYR-13737\t0.732\t0.051\t0.755\t0.019\t1.688\t0.042\t6390\t100\t0.100\t0.087\t0.633\t0.099\t0.543\t0.028\t-0.746\t0.078\t\n",
"OGLE-LMC-RRLYR-13738\t0.749\t0.052\t0.756\t0.019\t1.724\t0.042\t6520\t100\t0.058\t0.087\t0.569\t0.099\t0.515\t0.028\t-0.746\t0.079\t\n",
"OGLE-LMC-RRLYR-13739\t0.647\t0.051\t0.723\t0.019\t1.641\t0.042\t6460\t100\t0.218\t0.088\t0.73\t0.10\t0.524\t0.028\t-0.602\t0.078\t\n",
"OGLE-LMC-RRLYR-13740\t0.570\t0.050\t0.683\t0.019\t1.569\t0.042\t6490\t100\t0.345\t0.088\t0.85\t0.10\t0.522\t0.029\t-0.465\t0.079\t\n",
"OGLE-LMC-RRLYR-13743\t0.726\t0.050\t0.773\t0.019\t1.745\t0.042\t6480\t100\t-0.025\t0.088\t0.48\t0.10\t0.515\t0.028\t-0.827\t0.078\t\n",
"OGLE-LMC-RRLYR-13745\t0.657\t0.050\t0.750\t0.019\t1.657\t0.042\t6340\t100\t0.151\t0.087\t0.695\t0.099\t0.554\t0.028\t-0.715\t0.077\t\n",
"OGLE-LMC-RRLYR-13747\t0.682\t0.051\t0.783\t0.020\t1.766\t0.042\t6480\t100\t-0.109\t0.088\t0.421\t0.099\t0.527\t0.028\t-0.928\t0.080\t\n",
"OGLE-LMC-RRLYR-13749\t0.711\t0.053\t0.748\t0.020\t1.695\t0.043\t6460\t100\t0.080\t0.088\t0.61\t0.10\t0.534\t0.028\t-0.749\t0.079\t\n",
"OGLE-LMC-RRLYR-13751\t0.572\t0.051\t0.741\t0.019\t1.690\t0.042\t6500\t100\t0.054\t0.087\t0.572\t0.099\t0.516\t0.029\t-0.743\t0.079\t\n",
"OGLE-LMC-RRLYR-13752\t0.585\t0.050\t0.724\t0.019\t1.586\t0.042\t6270\t100\t0.276\t0.088\t0.84\t0.10\t0.575\t0.028\t-0.620\t0.078\t\n",
"OGLE-LMC-RRLYR-13754\t0.628\t0.051\t0.753\t0.019\t1.657\t0.042\t6310\t100\t0.111\t0.087\t0.670\t0.099\t0.561\t0.028\t-0.764\t0.078\t\n",
"OGLE-LMC-RRLYR-13756\t0.673\t0.050\t0.770\t0.019\t1.712\t0.042\t6380\t100\t0.018\t0.087\t0.548\t0.099\t0.541\t0.028\t-0.826\t0.077\t\n",
"OGLE-LMC-RRLYR-13764\t0.646\t0.050\t0.736\t0.019\t1.658\t0.042\t6420\t100\t0.160\t0.087\t0.686\t0.098\t0.533\t0.028\t-0.669\t0.077\t\n",
"OGLE-LMC-RRLYR-13765\t0.680\t0.051\t0.742\t0.019\t1.687\t0.042\t6480\t100\t0.113\t0.087\t0.621\t0.099\t0.519\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-13768\t0.561\t0.050\t0.701\t0.019\t1.666\t0.042\t6720\t100\t0.155\t0.087\t0.637\t0.099\t0.467\t0.029\t-0.572\t0.078\t\n",
"OGLE-LMC-RRLYR-13769\t0.581\t0.050\t0.744\t0.019\t1.744\t0.042\t6690\t100\t-0.045\t0.087\t0.440\t0.099\t0.481\t0.028\t-0.792\t0.077\t\n",
"OGLE-LMC-RRLYR-13771\t0.679\t0.051\t0.724\t0.019\t1.668\t0.042\t6540\t100\t0.163\t0.089\t0.67\t0.10\t0.506\t0.028\t-0.630\t0.078\t\n",
"OGLE-LMC-RRLYR-13774\t0.664\t0.056\t0.752\t0.021\t1.670\t0.043\t6350\t100\t0.131\t0.090\t0.67\t0.10\t0.550\t0.029\t-0.726\t0.084\t\n",
"OGLE-LMC-RRLYR-13779\t0.714\t0.051\t0.789\t0.020\t1.784\t0.042\t6490\t100\t-0.139\t0.087\t0.385\t0.098\t0.523\t0.028\t-0.954\t0.079\t\n",
"OGLE-LMC-RRLYR-13780\t0.627\t0.054\t0.752\t0.020\t1.760\t0.043\t6690\t110\t-0.070\t0.089\t0.41\t0.10\t0.480\t0.030\t-0.813\t0.081\t\n",
"OGLE-LMC-RRLYR-13781\t0.714\t0.050\t0.785\t0.019\t1.719\t0.042\t6290\t100\t-0.003\t0.087\t0.546\t0.099\t0.560\t0.028\t-0.881\t0.077\t\n",
"OGLE-LMC-RRLYR-13787\t0.543\t0.049\t0.721\t0.019\t1.712\t0.042\t6750\t100\t0.031\t0.087\t0.508\t0.098\t0.461\t0.028\t-0.686\t0.077\t\n",
"OGLE-LMC-RRLYR-13788\t0.663\t0.050\t0.754\t0.019\t1.737\t0.042\t6590\t100\t-0.019\t0.087\t0.488\t0.098\t0.503\t0.028\t-0.800\t0.078\t\n",
"OGLE-LMC-RRLYR-13789\t0.528\t0.051\t0.685\t0.019\t1.662\t0.042\t6810\t100\t0.168\t0.088\t0.62\t0.10\t0.443\t0.028\t-0.537\t0.078\t\n",
"OGLE-LMC-RRLYR-13790\t0.676\t0.051\t0.715\t0.019\t1.677\t0.042\t6650\t100\t0.155\t0.087\t0.654\t0.098\t0.488\t0.028\t-0.606\t0.077\t\n",
"OGLE-LMC-RRLYR-13791\t0.572\t0.050\t0.688\t0.019\t1.637\t0.042\t6720\t100\t0.244\t0.087\t0.725\t0.099\t0.470\t0.028\t-0.485\t0.078\t\n",
"OGLE-LMC-RRLYR-13795\t0.666\t0.050\t0.782\t0.019\t1.759\t0.042\t6460\t100\t-0.098\t0.087\t0.424\t0.098\t0.525\t0.028\t-0.914\t0.078\t\n",
"OGLE-LMC-RRLYR-13798\t0.670\t0.050\t0.743\t0.019\t1.715\t0.042\t6598\t99\t0.041\t0.087\t0.556\t0.098\t0.503\t0.028\t-0.738\t0.077\t\n",
"OGLE-LMC-RRLYR-13799\t0.632\t0.051\t0.683\t0.019\t1.592\t0.043\t6560\t100\t0.328\t0.089\t0.83\t0.10\t0.501\t0.029\t-0.461\t0.078\t\n",
"OGLE-LMC-RRLYR-13806\t0.534\t0.050\t0.687\t0.019\t1.628\t0.042\t6690\t100\t0.222\t0.087\t0.715\t0.098\t0.478\t0.028\t-0.522\t0.078\t\n",
"OGLE-LMC-RRLYR-13807\t0.624\t0.050\t0.724\t0.019\t1.649\t0.042\t6480\t100\t0.178\t0.087\t0.693\t0.099\t0.522\t0.028\t-0.636\t0.077\t\n",
"OGLE-LMC-RRLYR-13808\t0.560\t0.050\t0.717\t0.019\t1.694\t0.042\t6720\t100\t0.078\t0.087\t0.553\t0.099\t0.473\t0.028\t-0.651\t0.077\t\n",
"OGLE-LMC-RRLYR-13816\t0.689\t0.050\t0.740\t0.019\t1.680\t0.042\t6460\t100\t0.113\t0.087\t0.635\t0.098\t0.529\t0.028\t-0.716\t0.077\t\n",
"OGLE-LMC-RRLYR-13818\t0.668\t0.051\t0.777\t0.019\t1.758\t0.042\t6490\t100\t-0.093\t0.088\t0.432\t0.099\t0.524\t0.029\t-0.907\t0.080\t\n",
"OGLE-LMC-RRLYR-13830\t0.718\t0.050\t0.766\t0.019\t1.686\t0.042\t6310\t100\t0.094\t0.087\t0.639\t0.099\t0.558\t0.028\t-0.776\t0.077\t\n",
"OGLE-LMC-RRLYR-13838\t0.638\t0.051\t0.737\t0.019\t1.660\t0.042\t6420\t100\t0.140\t0.087\t0.675\t0.098\t0.537\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-13842\t0.595\t0.052\t0.708\t0.020\t1.694\t0.042\t6780\t100\t0.104\t0.088\t0.572\t0.099\t0.460\t0.028\t-0.607\t0.079\t\n",
"OGLE-LMC-RRLYR-13844\t0.686\t0.050\t0.752\t0.019\t1.668\t0.042\t6340\t100\t0.145\t0.087\t0.683\t0.099\t0.550\t0.028\t-0.719\t0.078\t\n",
"OGLE-LMC-RRLYR-13846\t0.684\t0.054\t0.746\t0.020\t1.701\t0.043\t6510\t100\t0.069\t0.088\t0.59\t0.10\t0.520\t0.029\t-0.740\t0.080\t\n",
"OGLE-LMC-RRLYR-13848\t0.718\t0.059\t0.748\t0.021\t1.741\t0.044\t6640\t110\t0.012\t0.090\t0.50\t0.10\t0.490\t0.030\t-0.751\t0.084\t\n",
"OGLE-LMC-RRLYR-13851\t0.625\t0.050\t0.711\t0.019\t1.645\t0.042\t6560\t100\t0.229\t0.088\t0.738\t0.099\t0.504\t0.028\t-0.561\t0.078\t\n",
"OGLE-LMC-RRLYR-13854\t0.613\t0.051\t0.703\t0.019\t1.658\t0.042\t6680\t100\t0.174\t0.087\t0.671\t0.099\t0.483\t0.028\t-0.575\t0.078\t\n",
"OGLE-LMC-RRLYR-13859\t0.735\t0.051\t0.797\t0.020\t1.793\t0.042\t6460\t100\t-0.158\t0.088\t0.369\t0.099\t0.528\t0.028\t-0.982\t0.079\t\n",
"OGLE-LMC-RRLYR-13860\t0.695\t0.050\t0.794\t0.019\t1.748\t0.042\t6320\t100\t-0.091\t0.087\t0.460\t0.099\t0.554\t0.028\t-0.959\t0.077\t\n",
"OGLE-LMC-RRLYR-13868\t0.726\t0.051\t0.763\t0.019\t1.701\t0.042\t6380\t100\t0.069\t0.088\t0.599\t0.099\t0.543\t0.028\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-13870\t0.597\t0.050\t0.727\t0.019\t1.633\t0.042\t6440\t100\t0.192\t0.089\t0.71\t0.10\t0.523\t0.028\t-0.622\t0.077\t\n",
"OGLE-LMC-RRLYR-13871\t0.645\t0.050\t0.748\t0.019\t1.639\t0.042\t6280\t100\t0.176\t0.087\t0.737\t0.099\t0.570\t0.028\t-0.711\t0.078\t\n",
"OGLE-LMC-RRLYR-13873\t0.624\t0.052\t0.694\t0.019\t1.648\t0.042\t6710\t100\t0.212\t0.088\t0.695\t0.099\t0.476\t0.028\t-0.526\t0.079\t\n",
"OGLE-LMC-RRLYR-13889\t0.618\t0.050\t0.712\t0.019\t1.639\t0.042\t6540\t100\t0.207\t0.087\t0.713\t0.099\t0.504\t0.028\t-0.580\t0.077\t\n",
"OGLE-LMC-RRLYR-13891\t0.671\t0.050\t0.748\t0.019\t1.726\t0.042\t6590\t100\t0.014\t0.087\t0.524\t0.098\t0.502\t0.028\t-0.766\t0.077\t\n",
"OGLE-LMC-RRLYR-13893\t0.618\t0.052\t0.695\t0.020\t1.671\t0.042\t6780\t100\t0.174\t0.088\t0.651\t0.099\t0.461\t0.028\t-0.541\t0.080\t\n",
"OGLE-LMC-RRLYR-13897\t0.601\t0.050\t0.710\t0.019\t1.672\t0.042\t6680\t100\t0.133\t0.087\t0.626\t0.098\t0.481\t0.028\t-0.606\t0.077\t\n",
"OGLE-LMC-RRLYR-13898\t0.615\t0.052\t0.692\t0.020\t1.637\t0.043\t6670\t100\t0.235\t0.089\t0.70\t0.10\t0.469\t0.029\t-0.502\t0.080\t\n",
"OGLE-LMC-RRLYR-13899\t0.672\t0.051\t0.749\t0.019\t1.687\t0.042\t6430\t100\t0.098\t0.087\t0.625\t0.098\t0.532\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-13902\t0.571\t0.050\t0.712\t0.019\t1.715\t0.042\t6820\t100\t0.061\t0.087\t0.518\t0.098\t0.450\t0.028\t-0.638\t0.078\t\n",
"OGLE-LMC-RRLYR-13905\t0.636\t0.050\t0.744\t0.019\t1.636\t0.042\t6300\t100\t0.188\t0.087\t0.741\t0.099\t0.566\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-13907\t0.638\t0.051\t0.756\t0.019\t1.721\t0.042\t6510\t100\t-0.010\t0.087\t0.512\t0.099\t0.519\t0.028\t-0.813\t0.078\t\n",
"OGLE-LMC-RRLYR-13908\t0.639\t0.056\t0.724\t0.021\t1.683\t0.042\t6630\t110\t0.120\t0.088\t0.623\t0.099\t0.495\t0.029\t-0.643\t0.081\t\n",
"OGLE-LMC-RRLYR-13922\t0.654\t0.051\t0.726\t0.019\t1.651\t0.042\t6470\t100\t0.200\t0.087\t0.717\t0.099\t0.522\t0.028\t-0.616\t0.078\t\n",
"OGLE-LMC-RRLYR-13925\t0.630\t0.050\t0.728\t0.019\t1.667\t0.042\t6510\t100\t0.143\t0.088\t0.65\t0.10\t0.512\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-13935\t0.668\t0.052\t0.731\t0.019\t1.650\t0.042\t6420\t100\t0.170\t0.087\t0.709\t0.099\t0.539\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-13937\t0.672\t0.053\t0.735\t0.020\t1.716\t0.043\t6640\t100\t0.053\t0.090\t0.54\t0.10\t0.475\t0.028\t-0.691\t0.080\t\n",
"OGLE-LMC-RRLYR-13943\t0.637\t0.057\t0.753\t0.021\t1.725\t0.042\t6550\t110\t-0.002\t0.088\t0.512\t0.099\t0.509\t0.031\t-0.794\t0.084\t\n",
"OGLE-LMC-RRLYR-13944\t0.708\t0.051\t0.762\t0.019\t1.725\t0.042\t6470\t100\t0.035\t0.087\t0.550\t0.099\t0.521\t0.028\t-0.779\t0.078\t\n",
"OGLE-LMC-RRLYR-13951\t0.716\t0.051\t0.756\t0.019\t1.684\t0.042\t6370\t100\t0.118\t0.087\t0.646\t0.099\t0.543\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-13953\t0.626\t0.050\t0.765\t0.019\t1.777\t0.042\t6660\t100\t-0.115\t0.087\t0.384\t0.098\t0.489\t0.028\t-0.874\t0.078\t\n",
"OGLE-LMC-RRLYR-13954\t0.756\t0.050\t0.735\t0.019\t1.676\t0.042\t6500\t100\t0.184\t0.087\t0.700\t0.099\t0.520\t0.028\t-0.631\t0.078\t\n",
"OGLE-LMC-RRLYR-13955\t0.653\t0.050\t0.777\t0.019\t1.702\t0.042\t6280\t100\t0.011\t0.087\t0.576\t0.099\t0.565\t0.028\t-0.868\t0.077\t\n",
"OGLE-LMC-RRLYR-13956\t0.568\t0.050\t0.741\t0.019\t1.758\t0.042\t6770\t100\t-0.058\t0.087\t0.414\t0.098\t0.462\t0.028\t-0.776\t0.078\t\n",
"OGLE-LMC-RRLYR-13962\t0.754\t0.051\t0.766\t0.020\t1.701\t0.043\t6360\t100\t0.069\t0.089\t0.60\t0.10\t0.549\t0.028\t-0.786\t0.079\t\n",
"OGLE-LMC-RRLYR-13965\t0.651\t0.050\t0.764\t0.019\t1.711\t0.043\t6460\t100\t0.008\t0.089\t0.53\t0.10\t0.520\t0.029\t-0.796\t0.078\t\n",
"OGLE-LMC-RRLYR-13980\t0.618\t0.052\t0.704\t0.020\t1.626\t0.042\t6550\t100\t0.266\t0.088\t0.767\t0.099\t0.507\t0.028\t-0.526\t0.079\t\n",
"OGLE-LMC-RRLYR-13982\t0.658\t0.050\t0.758\t0.019\t1.722\t0.042\t6490\t100\t-0.000\t0.087\t0.517\t0.098\t0.521\t0.028\t-0.810\t0.078\t\n",
"OGLE-LMC-RRLYR-13985\t0.621\t0.050\t0.722\t0.019\t1.631\t0.042\t6430\t100\t0.205\t0.088\t0.74\t0.10\t0.538\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-13987\t0.590\t0.052\t0.686\t0.019\t1.661\t0.042\t6810\t100\t0.185\t0.087\t0.649\t0.099\t0.451\t0.028\t-0.514\t0.078\t\n",
"OGLE-LMC-RRLYR-13992\t0.599\t0.051\t0.750\t0.019\t1.732\t0.042\t6590\t100\t-0.027\t0.088\t0.476\t0.099\t0.499\t0.028\t-0.800\t0.079\t\n",
"OGLE-LMC-RRLYR-13996\t0.591\t0.051\t0.722\t0.019\t1.658\t0.042\t6530\t100\t0.158\t0.087\t0.658\t0.099\t0.508\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-14000\t0.631\t0.057\t0.700\t0.021\t1.668\t0.043\t6710\t110\t0.179\t0.089\t0.65\t0.10\t0.469\t0.030\t-0.548\t0.082\t\n",
"OGLE-LMC-RRLYR-14004\t0.643\t0.050\t0.749\t0.019\t1.640\t0.042\t6300\t100\t0.175\t0.088\t0.73\t0.10\t0.566\t0.028\t-0.707\t0.077\t\n",
"OGLE-LMC-RRLYR-14007\t0.690\t0.050\t0.755\t0.019\t1.638\t0.042\t6240\t100\t0.173\t0.087\t0.750\t0.099\t0.584\t0.028\t-0.732\t0.077\t\n",
"OGLE-LMC-RRLYR-14010\t0.597\t0.052\t0.695\t0.019\t1.661\t0.042\t6760\t100\t0.186\t0.087\t0.665\t0.098\t0.466\t0.028\t-0.537\t0.079\t\n",
"OGLE-LMC-RRLYR-14012\t0.562\t0.051\t0.676\t0.019\t1.599\t0.042\t6650\t100\t0.313\t0.089\t0.79\t0.10\t0.480\t0.028\t-0.442\t0.078\t\n",
"OGLE-LMC-RRLYR-14014\t0.593\t0.052\t0.700\t0.020\t1.577\t0.043\t6400\t100\t0.350\t0.090\t0.88\t0.10\t0.541\t0.028\t-0.493\t0.080\t\n",
"OGLE-LMC-RRLYR-14018\t0.641\t0.054\t0.700\t0.020\t1.694\t0.042\t6810\t100\t0.150\t0.088\t0.599\t0.099\t0.444\t0.029\t-0.545\t0.081\t\n",
"OGLE-LMC-RRLYR-14029\t0.652\t0.051\t0.729\t0.019\t1.694\t0.042\t6620\t100\t0.088\t0.087\t0.594\t0.098\t0.497\t0.028\t-0.682\t0.078\t\n",
"OGLE-LMC-RRLYR-14030\t0.646\t0.051\t0.733\t0.019\t1.650\t0.042\t6420\t100\t0.178\t0.087\t0.702\t0.099\t0.534\t0.028\t-0.655\t0.078\t\n",
"OGLE-LMC-RRLYR-14033\t0.594\t0.050\t0.717\t0.019\t1.708\t0.042\t6760\t100\t0.065\t0.087\t0.538\t0.098\t0.465\t0.028\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-14035\t0.588\t0.050\t0.739\t0.019\t1.705\t0.042\t6580\t100\t0.043\t0.087\t0.548\t0.098\t0.500\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-14036\t0.581\t0.051\t0.696\t0.019\t1.655\t0.042\t6710\t100\t0.215\t0.087\t0.685\t0.099\t0.468\t0.028\t-0.513\t0.078\t\n",
"OGLE-LMC-RRLYR-14037\t0.732\t0.049\t0.849\t0.019\t1.847\t0.042\t6298\t99\t-0.329\t0.087\t0.228\t0.098\t0.560\t0.028\t-1.200\t0.077\t\n",
"OGLE-LMC-RRLYR-14039\t0.669\t0.051\t0.726\t0.019\t1.688\t0.042\t6620\t100\t0.125\t0.087\t0.628\t0.098\t0.495\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-14042\t0.583\t0.050\t0.737\t0.019\t1.708\t0.042\t6610\t100\t0.031\t0.087\t0.533\t0.098\t0.495\t0.028\t-0.736\t0.077\t\n",
"OGLE-LMC-RRLYR-14043\t0.705\t0.057\t0.787\t0.021\t1.783\t0.043\t6500\t110\t-0.133\t0.090\t0.400\t0.099\t0.523\t0.030\t-0.940\t0.087\t\n",
"OGLE-LMC-RRLYR-14044\t0.605\t0.053\t0.706\t0.020\t1.675\t0.042\t6720\t100\t0.143\t0.088\t0.626\t0.099\t0.473\t0.029\t-0.588\t0.080\t\n",
"OGLE-LMC-RRLYR-14047\t0.614\t0.050\t0.725\t0.019\t1.713\t0.042\t6720\t100\t0.056\t0.087\t0.538\t0.098\t0.472\t0.028\t-0.677\t0.077\t\n",
"OGLE-LMC-RRLYR-14048\t0.630\t0.050\t0.742\t0.019\t1.612\t0.042\t6247\t99\t0.221\t0.087\t0.798\t0.099\t0.582\t0.028\t-0.684\t0.077\t\n",
"OGLE-LMC-RRLYR-14050\t0.720\t0.050\t0.756\t0.019\t1.667\t0.042\t6310\t100\t0.141\t0.087\t0.693\t0.099\t0.560\t0.028\t-0.736\t0.077\t\n",
"OGLE-LMC-RRLYR-14051\t0.733\t0.050\t0.760\t0.019\t1.650\t0.042\t6250\t100\t0.158\t0.087\t0.735\t0.099\t0.582\t0.028\t-0.740\t0.077\t\n",
"OGLE-LMC-RRLYR-14057\t0.690\t0.051\t0.733\t0.019\t1.694\t0.042\t6580\t100\t0.098\t0.087\t0.612\t0.098\t0.506\t0.028\t-0.688\t0.077\t\n",
"OGLE-LMC-RRLYR-14058\t0.760\t0.050\t0.800\t0.019\t1.749\t0.042\t6298\t99\t-0.065\t0.087\t0.486\t0.099\t0.561\t0.028\t-0.940\t0.077\t\n",
"OGLE-LMC-RRLYR-14059\t0.723\t0.051\t0.756\t0.019\t1.676\t0.042\t6340\t100\t0.110\t0.087\t0.660\t0.098\t0.557\t0.028\t-0.760\t0.077\t\n",
"OGLE-LMC-RRLYR-14062\t0.687\t0.050\t0.734\t0.019\t1.671\t0.042\t6490\t100\t0.161\t0.088\t0.680\t0.099\t0.521\t0.028\t-0.645\t0.078\t\n",
"OGLE-LMC-RRLYR-14063\t0.662\t0.053\t0.742\t0.020\t1.681\t0.042\t6470\t100\t0.124\t0.088\t0.642\t0.099\t0.523\t0.029\t-0.693\t0.080\t\n",
"OGLE-LMC-RRLYR-14066\t0.633\t0.050\t0.762\t0.019\t1.676\t0.042\t6330\t100\t0.099\t0.088\t0.64\t0.10\t0.553\t0.028\t-0.764\t0.077\t\n",
"OGLE-LMC-RRLYR-14068\t0.571\t0.050\t0.740\t0.019\t1.761\t0.042\t6790\t100\t-0.063\t0.087\t0.401\t0.098\t0.457\t0.028\t-0.772\t0.077\t\n",
"OGLE-LMC-RRLYR-14069\t0.616\t0.050\t0.764\t0.019\t1.764\t0.042\t6620\t100\t-0.094\t0.087\t0.413\t0.098\t0.497\t0.028\t-0.864\t0.077\t\n",
"OGLE-LMC-RRLYR-14075\t0.586\t0.052\t0.699\t0.020\t1.624\t0.042\t6580\t100\t0.236\t0.088\t0.744\t0.099\t0.503\t0.029\t-0.538\t0.079\t\n",
"OGLE-LMC-RRLYR-14077\t0.613\t0.052\t0.700\t0.019\t1.660\t0.042\t6710\t100\t0.183\t0.087\t0.673\t0.099\t0.475\t0.028\t-0.555\t0.079\t\n",
"OGLE-LMC-RRLYR-14078\t0.577\t0.050\t0.734\t0.019\t1.700\t0.041\t6610\t100\t0.052\t0.087\t0.559\t0.098\t0.497\t0.028\t-0.719\t0.077\t\n",
"OGLE-LMC-RRLYR-14079\t0.527\t0.050\t0.665\t0.019\t1.640\t0.042\t6900\t100\t0.244\t0.087\t0.688\t0.098\t0.428\t0.028\t-0.420\t0.077\t\n",
"OGLE-LMC-RRLYR-14080\t0.618\t0.051\t0.736\t0.019\t1.726\t0.042\t6690\t100\t0.009\t0.087\t0.498\t0.099\t0.481\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-14083\t0.542\t0.053\t0.680\t0.020\t1.604\t0.042\t6640\t100\t0.287\t0.088\t0.793\t0.099\t0.491\t0.028\t-0.472\t0.079\t\n",
"OGLE-LMC-RRLYR-14084\t0.699\t0.050\t0.763\t0.019\t1.667\t0.042\t6277\t99\t0.122\t0.087\t0.682\t0.099\t0.566\t0.028\t-0.764\t0.077\t\n",
"OGLE-LMC-RRLYR-14086\t0.643\t0.050\t0.747\t0.019\t1.656\t0.042\t6330\t100\t0.132\t0.087\t0.672\t0.099\t0.552\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-14087\t0.706\t0.051\t0.752\t0.019\t1.692\t0.042\t6430\t100\t0.093\t0.087\t0.619\t0.099\t0.534\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-14088\t0.672\t0.056\t0.743\t0.021\t1.733\t0.042\t6650\t100\t0.010\t0.089\t0.513\t0.099\t0.489\t0.029\t-0.748\t0.082\t\n",
"OGLE-LMC-RRLYR-14089\t0.656\t0.051\t0.738\t0.019\t1.678\t0.042\t6480\t100\t0.118\t0.087\t0.633\t0.099\t0.522\t0.028\t-0.699\t0.078\t\n",
"OGLE-LMC-RRLYR-14094\t0.629\t0.051\t0.691\t0.019\t1.557\t0.042\t6380\t100\t0.391\t0.088\t0.928\t0.099\t0.546\t0.028\t-0.459\t0.078\t\n",
"OGLE-LMC-RRLYR-14099\t0.617\t0.051\t0.704\t0.019\t1.623\t0.042\t6540\t100\t0.246\t0.087\t0.764\t0.099\t0.514\t0.028\t-0.549\t0.077\t\n",
"OGLE-LMC-RRLYR-14100\t0.652\t0.051\t0.751\t0.019\t1.708\t0.042\t6490\t100\t0.030\t0.087\t0.555\t0.099\t0.524\t0.028\t-0.780\t0.078\t\n",
"OGLE-LMC-RRLYR-14102\t0.611\t0.052\t0.699\t0.019\t1.670\t0.042\t6750\t100\t0.163\t0.087\t0.645\t0.098\t0.466\t0.028\t-0.559\t0.079\t\n",
"OGLE-LMC-RRLYR-14103\t0.653\t0.050\t0.734\t0.019\t1.680\t0.042\t6520\t100\t0.130\t0.087\t0.643\t0.098\t0.513\t0.028\t-0.669\t0.077\t\n",
"OGLE-LMC-RRLYR-14105\t0.648\t0.050\t0.728\t0.019\t1.657\t0.042\t6480\t100\t0.168\t0.087\t0.689\t0.098\t0.525\t0.028\t-0.648\t0.077\t\n",
"OGLE-LMC-RRLYR-14111\t0.675\t0.052\t0.711\t0.019\t1.658\t0.042\t6610\t100\t0.188\t0.087\t0.704\t0.098\t0.499\t0.028\t-0.590\t0.078\t\n",
"OGLE-LMC-RRLYR-14113\t0.613\t0.053\t0.707\t0.020\t1.692\t0.042\t6770\t100\t0.115\t0.088\t0.586\t0.099\t0.461\t0.028\t-0.601\t0.079\t\n",
"OGLE-LMC-RRLYR-14118\t0.612\t0.051\t0.715\t0.019\t1.640\t0.042\t6520\t100\t0.215\t0.088\t0.72\t0.10\t0.511\t0.028\t-0.579\t0.078\t\n",
"OGLE-LMC-RRLYR-14119\t0.622\t0.051\t0.703\t0.019\t1.651\t0.042\t6660\t100\t0.201\t0.087\t0.697\t0.098\t0.487\t0.028\t-0.554\t0.077\t\n",
"OGLE-LMC-RRLYR-14120\t0.696\t0.050\t0.743\t0.019\t1.662\t0.042\t6400\t100\t0.177\t0.087\t0.699\t0.099\t0.538\t0.028\t-0.661\t0.078\t\n",
"OGLE-LMC-RRLYR-14122\t0.645\t0.052\t0.726\t0.020\t1.660\t0.042\t6510\t100\t0.189\t0.088\t0.710\t0.099\t0.516\t0.028\t-0.617\t0.079\t\n",
"OGLE-LMC-RRLYR-14125\t0.647\t0.050\t0.799\t0.019\t1.780\t0.042\t6400\t100\t-0.163\t0.087\t0.364\t0.099\t0.535\t0.028\t-0.995\t0.078\t\n",
"OGLE-LMC-RRLYR-14127\t0.597\t0.051\t0.714\t0.019\t1.637\t0.043\t6510\t100\t0.191\t0.089\t0.70\t0.10\t0.512\t0.028\t-0.609\t0.079\t\n",
"OGLE-LMC-RRLYR-14131\t0.593\t0.051\t0.705\t0.019\t1.636\t0.042\t6580\t100\t0.219\t0.087\t0.728\t0.099\t0.503\t0.028\t-0.562\t0.078\t\n",
"OGLE-LMC-RRLYR-14134\t0.586\t0.051\t0.699\t0.019\t1.691\t0.042\t6820\t100\t0.123\t0.087\t0.584\t0.099\t0.448\t0.028\t-0.570\t0.079\t\n",
"OGLE-LMC-RRLYR-14136\t0.613\t0.050\t0.712\t0.019\t1.667\t0.042\t6640\t100\t0.150\t0.087\t0.645\t0.099\t0.490\t0.028\t-0.608\t0.077\t\n",
"OGLE-LMC-RRLYR-14139\t0.588\t0.050\t0.722\t0.019\t1.722\t0.042\t6770\t100\t0.044\t0.087\t0.512\t0.098\t0.459\t0.028\t-0.666\t0.078\t\n",
"OGLE-LMC-RRLYR-14144\t0.655\t0.050\t0.759\t0.019\t1.675\t0.042\t6320\t100\t0.094\t0.087\t0.641\t0.099\t0.555\t0.028\t-0.773\t0.077\t\n",
"OGLE-LMC-RRLYR-14147\t0.670\t0.050\t0.751\t0.019\t1.665\t0.042\t6340\t100\t0.132\t0.087\t0.673\t0.099\t0.551\t0.028\t-0.732\t0.077\t\n",
"OGLE-LMC-RRLYR-14148\t0.555\t0.051\t0.688\t0.019\t1.624\t0.042\t6660\t100\t0.250\t0.087\t0.737\t0.099\t0.484\t0.028\t-0.502\t0.078\t\n",
"OGLE-LMC-RRLYR-14151\t0.699\t0.051\t0.742\t0.020\t1.689\t0.042\t6490\t100\t0.114\t0.087\t0.620\t0.099\t0.519\t0.028\t-0.694\t0.078\t\n",
"OGLE-LMC-RRLYR-14153\t0.652\t0.050\t0.755\t0.019\t1.679\t0.042\t6390\t100\t0.100\t0.088\t0.62\t0.10\t0.537\t0.029\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-14158\t0.750\t0.051\t0.752\t0.019\t1.704\t0.042\t6470\t100\t0.081\t0.087\t0.606\t0.099\t0.528\t0.028\t-0.743\t0.078\t\n",
"OGLE-LMC-RRLYR-14160\t0.654\t0.052\t0.730\t0.020\t1.667\t0.042\t6490\t100\t0.150\t0.087\t0.662\t0.099\t0.518\t0.028\t-0.659\t0.078\t\n",
"OGLE-LMC-RRLYR-14171\t0.590\t0.051\t0.686\t0.020\t1.630\t0.042\t6700\t100\t0.264\t0.088\t0.745\t0.099\t0.472\t0.028\t-0.472\t0.079\t\n",
"OGLE-LMC-RRLYR-14172\t0.670\t0.051\t0.764\t0.019\t1.746\t0.042\t6540\t100\t-0.045\t0.087\t0.471\t0.098\t0.512\t0.028\t-0.844\t0.078\t\n",
"OGLE-LMC-RRLYR-14176\t0.654\t0.050\t0.729\t0.019\t1.679\t0.042\t6550\t100\t0.134\t0.087\t0.644\t0.098\t0.508\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-14180\t0.621\t0.050\t0.741\t0.019\t1.625\t0.042\t6300\t100\t0.206\t0.088\t0.76\t0.10\t0.565\t0.028\t-0.677\t0.077\t\n",
"OGLE-LMC-RRLYR-14187\t0.577\t0.050\t0.744\t0.019\t1.688\t0.043\t6500\t100\t0.051\t0.090\t0.56\t0.10\t0.505\t0.029\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-14192\t0.611\t0.051\t0.750\t0.019\t1.689\t0.042\t6430\t100\t0.053\t0.088\t0.57\t0.10\t0.533\t0.028\t-0.775\t0.078\t\n",
"OGLE-LMC-RRLYR-14199\t0.632\t0.053\t0.709\t0.020\t1.682\t0.042\t6720\t100\t0.127\t0.088\t0.613\t0.099\t0.472\t0.028\t-0.607\t0.079\t\n",
"OGLE-LMC-RRLYR-14202\t0.730\t0.050\t0.745\t0.019\t1.673\t0.042\t6400\t100\t0.142\t0.087\t0.683\t0.099\t0.543\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-14203\t0.721\t0.051\t0.759\t0.019\t1.686\t0.042\t6350\t100\t0.118\t0.088\t0.651\t0.099\t0.546\t0.028\t-0.736\t0.079\t\n",
"OGLE-LMC-RRLYR-14204\t0.725\t0.050\t0.745\t0.019\t1.655\t0.042\t6340\t100\t0.178\t0.088\t0.72\t0.10\t0.547\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-14205\t0.633\t0.050\t0.776\t0.019\t1.745\t0.042\t6450\t100\t-0.070\t0.087\t0.447\t0.099\t0.526\t0.028\t-0.888\t0.078\t\n",
"OGLE-LMC-RRLYR-14208\t0.593\t0.050\t0.754\t0.019\t1.736\t0.043\t6610\t100\t-0.048\t0.090\t0.43\t0.10\t0.477\t0.029\t-0.785\t0.078\t\n",
"OGLE-LMC-RRLYR-14210\t0.647\t0.052\t0.752\t0.020\t1.721\t0.042\t6540\t100\t0.002\t0.088\t0.514\t0.099\t0.512\t0.028\t-0.792\t0.079\t\n",
"OGLE-LMC-RRLYR-14212\t0.593\t0.051\t0.680\t0.019\t1.641\t0.042\t6780\t100\t0.242\t0.088\t0.68\t0.10\t0.439\t0.028\t-0.453\t0.078\t\n",
"OGLE-LMC-RRLYR-14217\t0.630\t0.050\t0.719\t0.019\t1.667\t0.042\t6590\t100\t0.137\t0.087\t0.647\t0.098\t0.502\t0.028\t-0.645\t0.077\t\n",
"OGLE-LMC-RRLYR-14218\t0.676\t0.050\t0.779\t0.019\t1.739\t0.042\t6400\t100\t-0.053\t0.087\t0.478\t0.099\t0.538\t0.028\t-0.890\t0.078\t\n",
"OGLE-LMC-RRLYR-14219\t0.695\t0.051\t0.739\t0.019\t1.697\t0.042\t6550\t100\t0.092\t0.087\t0.606\t0.099\t0.511\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-14228\t0.632\t0.054\t0.725\t0.020\t1.662\t0.042\t6520\t100\t0.156\t0.088\t0.664\t0.099\t0.513\t0.028\t-0.641\t0.079\t\n",
"OGLE-LMC-RRLYR-14241\t0.658\t0.050\t0.730\t0.019\t1.601\t0.042\t6272\t99\t0.270\t0.088\t0.831\t0.099\t0.568\t0.028\t-0.626\t0.077\t\n",
"OGLE-LMC-RRLYR-14246\t0.578\t0.051\t0.681\t0.019\t1.663\t0.042\t6860\t100\t0.201\t0.087\t0.656\t0.098\t0.442\t0.028\t-0.484\t0.078\t\n",
"OGLE-LMC-RRLYR-14249\t0.580\t0.051\t0.708\t0.019\t1.666\t0.042\t6670\t100\t0.169\t0.087\t0.659\t0.098\t0.480\t0.028\t-0.579\t0.077\t\n",
"OGLE-LMC-RRLYR-14250\t0.600\t0.051\t0.685\t0.019\t1.624\t0.042\t6690\t100\t0.281\t0.088\t0.762\t0.099\t0.477\t0.028\t-0.460\t0.078\t\n",
"OGLE-LMC-RRLYR-14251\t0.616\t0.051\t0.727\t0.019\t1.671\t0.042\t6540\t100\t0.137\t0.087\t0.646\t0.099\t0.509\t0.028\t-0.653\t0.078\t\n",
"OGLE-LMC-RRLYR-14257\t0.745\t0.050\t0.769\t0.019\t1.711\t0.042\t6370\t100\t0.064\t0.087\t0.596\t0.098\t0.543\t0.028\t-0.786\t0.078\t\n",
"OGLE-LMC-RRLYR-14259\t0.718\t0.050\t0.734\t0.019\t1.625\t0.042\t6310\t100\t0.213\t0.087\t0.792\t0.099\t0.572\t0.028\t-0.668\t0.078\t\n",
"OGLE-LMC-RRLYR-14264\t0.771\t0.050\t0.786\t0.019\t1.686\t0.042\t6189\t99\t0.072\t0.087\t0.654\t0.099\t0.589\t0.028\t-0.854\t0.077\t\n",
"OGLE-LMC-RRLYR-14265\t0.722\t0.051\t0.748\t0.020\t1.607\t0.042\t6160\t100\t0.252\t0.088\t0.855\t0.099\t0.603\t0.029\t-0.683\t0.079\t\n",
"OGLE-LMC-RRLYR-14269\t0.647\t0.050\t0.742\t0.019\t1.737\t0.042\t6680\t100\t-0.001\t0.087\t0.491\t0.098\t0.483\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-14270\t0.640\t0.050\t0.743\t0.019\t1.628\t0.042\t6278\t99\t0.196\t0.087\t0.754\t0.099\t0.569\t0.028\t-0.698\t0.077\t\n",
"OGLE-LMC-RRLYR-14277\t0.670\t0.050\t0.740\t0.019\t1.712\t0.042\t6600\t100\t0.056\t0.087\t0.564\t0.098\t0.500\t0.028\t-0.717\t0.077\t\n",
"OGLE-LMC-RRLYR-14278\t0.677\t0.050\t0.756\t0.019\t1.646\t0.042\t6270\t99\t0.160\t0.088\t0.724\t0.099\t0.570\t0.028\t-0.728\t0.077\t\n",
"OGLE-LMC-RRLYR-14282\t0.692\t0.052\t0.822\t0.020\t1.785\t0.043\t6260\t100\t-0.181\t0.089\t0.38\t0.10\t0.569\t0.029\t-1.074\t0.081\t\n",
"OGLE-LMC-RRLYR-14283\t0.673\t0.050\t0.737\t0.019\t1.675\t0.042\t6470\t100\t0.128\t0.087\t0.653\t0.099\t0.527\t0.028\t-0.696\t0.077\t\n",
"OGLE-LMC-RRLYR-14286\t0.562\t0.051\t0.681\t0.019\t1.663\t0.042\t6870\t100\t0.195\t0.087\t0.641\t0.098\t0.438\t0.028\t-0.481\t0.078\t\n",
"OGLE-LMC-RRLYR-14290\t0.665\t0.050\t0.759\t0.019\t1.682\t0.042\t6369\t99\t0.102\t0.088\t0.63\t0.10\t0.542\t0.028\t-0.750\t0.077\t\n",
"OGLE-LMC-RRLYR-14292\t0.577\t0.050\t0.742\t0.019\t1.753\t0.041\t6750\t100\t-0.055\t0.087\t0.417\t0.098\t0.468\t0.028\t-0.781\t0.077\t\n",
"OGLE-LMC-RRLYR-14294\t0.605\t0.053\t0.710\t0.020\t1.684\t0.042\t6720\t100\t0.119\t0.088\t0.607\t0.099\t0.473\t0.028\t-0.614\t0.079\t\n",
"OGLE-LMC-RRLYR-14297\t0.615\t0.052\t0.735\t0.020\t1.673\t0.042\t6490\t100\t0.119\t0.087\t0.625\t0.099\t0.516\t0.028\t-0.685\t0.079\t\n",
"OGLE-LMC-RRLYR-14298\t0.595\t0.052\t0.699\t0.019\t1.668\t0.042\t6750\t100\t0.162\t0.087\t0.638\t0.098\t0.465\t0.028\t-0.559\t0.079\t\n",
"OGLE-LMC-RRLYR-14304\t0.601\t0.052\t0.699\t0.020\t1.637\t0.042\t6640\t100\t0.216\t0.088\t0.715\t0.099\t0.492\t0.029\t-0.549\t0.080\t\n",
"OGLE-LMC-RRLYR-14310\t0.725\t0.059\t0.751\t0.022\t1.683\t0.044\t6400\t110\t0.105\t0.092\t0.65\t0.10\t0.545\t0.031\t-0.746\t0.090\t\n",
"OGLE-LMC-RRLYR-14318\t0.730\t0.050\t0.766\t0.019\t1.676\t0.042\t6280\t100\t0.117\t0.087\t0.674\t0.099\t0.567\t0.028\t-0.763\t0.077\t\n",
"OGLE-LMC-RRLYR-14319\t0.629\t0.051\t0.753\t0.019\t1.726\t0.042\t6550\t100\t-0.011\t0.087\t0.495\t0.099\t0.508\t0.028\t-0.799\t0.078\t\n",
"OGLE-LMC-RRLYR-14326\t0.654\t0.051\t0.699\t0.019\t1.553\t0.042\t6320\t100\t0.385\t0.088\t0.96\t0.10\t0.570\t0.028\t-0.498\t0.078\t\n",
"OGLE-LMC-RRLYR-14327\t0.671\t0.050\t0.745\t0.019\t1.670\t0.042\t6410\t100\t0.138\t0.087\t0.661\t0.099\t0.535\t0.028\t-0.699\t0.078\t\n",
"OGLE-LMC-RRLYR-14332\t0.679\t0.051\t0.764\t0.019\t1.717\t0.042\t6430\t100\t0.006\t0.087\t0.546\t0.099\t0.538\t0.028\t-0.832\t0.078\t\n",
"OGLE-LMC-RRLYR-14333\t0.654\t0.050\t0.751\t0.019\t1.695\t0.042\t6450\t100\t0.057\t0.087\t0.585\t0.099\t0.531\t0.028\t-0.769\t0.078\t\n",
"OGLE-LMC-RRLYR-14336\t0.634\t0.050\t0.748\t0.019\t1.639\t0.042\t6280\t100\t0.159\t0.088\t0.71\t0.10\t0.563\t0.028\t-0.717\t0.077\t\n",
"OGLE-LMC-RRLYR-14337\t0.695\t0.051\t0.719\t0.019\t1.666\t0.042\t6570\t100\t0.173\t0.087\t0.694\t0.098\t0.507\t0.028\t-0.619\t0.077\t\n",
"OGLE-LMC-RRLYR-14338\t0.552\t0.050\t0.678\t0.019\t1.646\t0.041\t6830\t100\t0.221\t0.087\t0.678\t0.098\t0.453\t0.028\t-0.477\t0.077\t\n",
"OGLE-LMC-RRLYR-14345\t0.570\t0.051\t0.677\t0.019\t1.603\t0.042\t6660\t100\t0.283\t0.088\t0.78\t0.10\t0.480\t0.028\t-0.468\t0.078\t\n",
"OGLE-LMC-RRLYR-14346\t0.612\t0.052\t0.714\t0.020\t1.684\t0.042\t6690\t100\t0.118\t0.088\t0.613\t0.099\t0.479\t0.028\t-0.623\t0.079\t\n",
"OGLE-LMC-RRLYR-14353\t0.643\t0.050\t0.734\t0.019\t1.688\t0.042\t6560\t100\t0.111\t0.087\t0.627\t0.098\t0.507\t0.028\t-0.677\t0.078\t\n",
"OGLE-LMC-RRLYR-14355\t0.611\t0.051\t0.719\t0.019\t1.629\t0.042\t6440\t100\t0.219\t0.087\t0.738\t0.099\t0.530\t0.028\t-0.608\t0.078\t\n",
"OGLE-LMC-RRLYR-14357\t0.727\t0.050\t0.775\t0.019\t1.701\t0.042\t6310\t100\t0.058\t0.088\t0.603\t0.099\t0.559\t0.028\t-0.812\t0.078\t\n",
"OGLE-LMC-RRLYR-14359\t0.619\t0.051\t0.721\t0.020\t1.682\t0.042\t6630\t100\t0.127\t0.087\t0.624\t0.098\t0.490\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-14360\t0.653\t0.051\t0.738\t0.020\t1.637\t0.042\t6330\t100\t0.203\t0.087\t0.748\t0.099\t0.553\t0.029\t-0.663\t0.079\t\n",
"OGLE-LMC-RRLYR-14368\t0.646\t0.053\t0.715\t0.020\t1.676\t0.042\t6650\t100\t0.139\t0.088\t0.644\t0.099\t0.489\t0.028\t-0.622\t0.079\t\n",
"OGLE-LMC-RRLYR-14370\t0.653\t0.050\t0.734\t0.019\t1.705\t0.042\t6610\t100\t0.064\t0.087\t0.566\t0.098\t0.496\t0.028\t-0.708\t0.077\t\n",
"OGLE-LMC-RRLYR-14372\t0.730\t0.050\t0.755\t0.019\t1.699\t0.042\t6430\t100\t0.102\t0.087\t0.615\t0.099\t0.528\t0.028\t-0.725\t0.077\t\n",
"OGLE-LMC-RRLYR-14374\t0.625\t0.050\t0.742\t0.019\t1.629\t0.042\t6290\t100\t0.197\t0.088\t0.74\t0.10\t0.564\t0.028\t-0.687\t0.077\t\n",
"OGLE-LMC-RRLYR-14375\t0.682\t0.050\t0.759\t0.019\t1.684\t0.042\t6350\t100\t0.094\t0.087\t0.631\t0.099\t0.547\t0.028\t-0.763\t0.078\t\n",
"OGLE-LMC-RRLYR-14376\t0.672\t0.050\t0.734\t0.019\t1.671\t0.042\t6470\t100\t0.129\t0.088\t0.65\t0.10\t0.519\t0.028\t-0.687\t0.078\t\n",
"OGLE-LMC-RRLYR-14377\t0.631\t0.052\t0.718\t0.020\t1.672\t0.042\t6610\t100\t0.136\t0.088\t0.63\t0.10\t0.497\t0.028\t-0.637\t0.079\t\n",
"OGLE-LMC-RRLYR-14381\t0.679\t0.050\t0.765\t0.019\t1.756\t0.042\t6580\t100\t-0.062\t0.087\t0.455\t0.098\t0.507\t0.028\t-0.849\t0.078\t\n",
"OGLE-LMC-RRLYR-14388\t0.609\t0.051\t0.755\t0.019\t1.759\t0.042\t6670\t100\t-0.079\t0.087\t0.412\t0.099\t0.486\t0.028\t-0.834\t0.078\t\n",
"OGLE-LMC-RRLYR-14392\t0.587\t0.051\t0.750\t0.019\t1.748\t0.042\t6660\t100\t-0.054\t0.087\t0.436\t0.098\t0.485\t0.028\t-0.810\t0.079\t\n",
"OGLE-LMC-RRLYR-14394\t0.666\t0.052\t0.741\t0.020\t1.706\t0.042\t6570\t100\t0.069\t0.087\t0.579\t0.099\t0.504\t0.028\t-0.715\t0.079\t\n",
"OGLE-LMC-RRLYR-14395\t0.660\t0.053\t0.742\t0.020\t1.698\t0.043\t6540\t110\t0.066\t0.088\t0.58\t0.10\t0.514\t0.030\t-0.734\t0.082\t\n",
"OGLE-LMC-RRLYR-14396\t0.709\t0.050\t0.734\t0.019\t1.640\t0.042\t6373\t99\t0.221\t0.087\t0.748\t0.099\t0.544\t0.028\t-0.629\t0.077\t\n",
"OGLE-LMC-RRLYR-14397\t0.682\t0.051\t0.763\t0.019\t1.692\t0.042\t6340\t100\t0.048\t0.088\t0.59\t0.10\t0.555\t0.028\t-0.812\t0.079\t\n",
"OGLE-LMC-RRLYR-14398\t0.584\t0.064\t0.745\t0.024\t1.703\t0.046\t6520\t110\t0.027\t0.096\t0.53\t0.11\t0.512\t0.031\t-0.764\t0.094\t\n",
"OGLE-LMC-RRLYR-14399\t0.686\t0.050\t0.761\t0.019\t1.677\t0.042\t6330\t100\t0.104\t0.087\t0.648\t0.099\t0.555\t0.028\t-0.763\t0.078\t\n",
"OGLE-LMC-RRLYR-14402\t0.537\t0.050\t0.696\t0.019\t1.706\t0.041\t6920\t100\t0.108\t0.087\t0.539\t0.098\t0.429\t0.028\t-0.553\t0.077\t\n",
"OGLE-LMC-RRLYR-14403\t0.564\t0.050\t0.699\t0.019\t1.697\t0.042\t6840\t100\t0.093\t0.087\t0.540\t0.099\t0.439\t0.029\t-0.591\t0.079\t\n",
"OGLE-LMC-RRLYR-14404\t0.605\t0.050\t0.710\t0.019\t1.626\t0.042\t6500\t100\t0.242\t0.087\t0.753\t0.098\t0.518\t0.028\t-0.569\t0.078\t\n",
"OGLE-LMC-RRLYR-14408\t0.670\t0.051\t0.738\t0.019\t1.716\t0.042\t6630\t100\t0.047\t0.087\t0.546\t0.098\t0.493\t0.028\t-0.720\t0.079\t\n",
"OGLE-LMC-RRLYR-14415\t0.721\t0.052\t0.738\t0.019\t1.671\t0.042\t6450\t100\t0.159\t0.087\t0.685\t0.099\t0.531\t0.028\t-0.675\t0.078\t\n",
"OGLE-LMC-RRLYR-14418\t0.556\t0.050\t0.660\t0.019\t1.585\t0.042\t6710\t100\t0.341\t0.088\t0.80\t0.10\t0.461\t0.028\t-0.381\t0.078\t\n",
"OGLE-LMC-RRLYR-14420\t0.621\t0.050\t0.742\t0.019\t1.726\t0.042\t6640\t100\t0.012\t0.087\t0.513\t0.098\t0.490\t0.028\t-0.749\t0.077\t\n",
"OGLE-LMC-RRLYR-14421\t0.564\t0.052\t0.674\t0.020\t1.656\t0.042\t6890\t100\t0.219\t0.087\t0.665\t0.098\t0.435\t0.028\t-0.457\t0.079\t\n",
"OGLE-LMC-RRLYR-14423\t0.708\t0.050\t0.735\t0.019\t1.646\t0.042\t6380\t100\t0.201\t0.087\t0.746\t0.099\t0.549\t0.028\t-0.656\t0.077\t\n",
"OGLE-LMC-RRLYR-14425\t0.699\t0.051\t0.723\t0.019\t1.624\t0.042\t6390\t100\t0.271\t0.087\t0.802\t0.099\t0.542\t0.028\t-0.577\t0.078\t\n",
"OGLE-LMC-RRLYR-14428\t0.629\t0.050\t0.794\t0.019\t1.752\t0.042\t6370\t100\t-0.105\t0.087\t0.42\t0.10\t0.540\t0.029\t-0.951\t0.077\t\n",
"OGLE-LMC-RRLYR-14429\t0.712\t0.051\t0.786\t0.019\t1.734\t0.042\t6330\t100\t-0.046\t0.087\t0.499\t0.099\t0.555\t0.028\t-0.912\t0.078\t\n",
"OGLE-LMC-RRLYR-14431\t0.687\t0.050\t0.740\t0.019\t1.623\t0.042\t6290\t100\t0.237\t0.088\t0.79\t0.10\t0.567\t0.028\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-14433\t0.570\t0.051\t0.705\t0.019\t1.669\t0.042\t6700\t100\t0.150\t0.087\t0.631\t0.098\t0.474\t0.028\t-0.584\t0.077\t\n",
"OGLE-LMC-RRLYR-14434\t0.697\t0.050\t0.761\t0.019\t1.658\t0.042\t6272\t99\t0.146\t0.088\t0.70\t0.10\t0.572\t0.028\t-0.746\t0.077\t\n",
"OGLE-LMC-RRLYR-14436\t0.620\t0.051\t0.754\t0.019\t1.781\t0.042\t6760\t100\t-0.096\t0.087\t0.376\t0.098\t0.463\t0.028\t-0.811\t0.078\t\n",
"OGLE-LMC-RRLYR-14440\t0.694\t0.052\t0.717\t0.019\t1.660\t0.042\t6570\t100\t0.203\t0.087\t0.703\t0.099\t0.505\t0.028\t-0.584\t0.078\t\n",
"OGLE-LMC-RRLYR-14442\t0.559\t0.051\t0.693\t0.019\t1.686\t0.042\t6850\t100\t0.140\t0.087\t0.592\t0.098\t0.442\t0.028\t-0.544\t0.078\t\n",
"OGLE-LMC-RRLYR-14446\t0.601\t0.050\t0.715\t0.019\t1.687\t0.042\t6700\t100\t0.106\t0.087\t0.588\t0.099\t0.477\t0.028\t-0.633\t0.077\t\n",
"OGLE-LMC-RRLYR-14451\t0.532\t0.051\t0.680\t0.019\t1.620\t0.042\t6690\t100\t0.246\t0.088\t0.728\t0.099\t0.471\t0.028\t-0.493\t0.078\t\n",
"OGLE-LMC-RRLYR-14452\t0.523\t0.049\t0.659\t0.019\t1.600\t0.042\t6770\t100\t0.293\t0.087\t0.766\t0.099\t0.454\t0.028\t-0.420\t0.077\t\n",
"OGLE-LMC-RRLYR-14454\t0.737\t0.050\t0.767\t0.019\t1.687\t0.042\t6300\t100\t0.102\t0.087\t0.652\t0.099\t0.560\t0.028\t-0.773\t0.077\t\n",
"OGLE-LMC-RRLYR-14460\t0.661\t0.050\t0.734\t0.019\t1.698\t0.042\t6590\t100\t0.106\t0.087\t0.610\t0.099\t0.498\t0.028\t-0.668\t0.078\t\n",
"OGLE-LMC-RRLYR-14461\t0.541\t0.050\t0.726\t0.019\t1.708\t0.042\t6710\t100\t0.028\t0.087\t0.516\t0.099\t0.473\t0.029\t-0.706\t0.078\t\n",
"OGLE-LMC-RRLYR-14462\t0.660\t0.051\t0.748\t0.019\t1.667\t0.042\t6370\t100\t0.144\t0.087\t0.681\t0.099\t0.544\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-14464\t0.717\t0.052\t0.749\t0.019\t1.690\t0.042\t6450\t100\t0.119\t0.087\t0.650\t0.099\t0.532\t0.028\t-0.712\t0.079\t\n",
"OGLE-LMC-RRLYR-14466\t0.750\t0.050\t0.741\t0.019\t1.660\t0.042\t6390\t100\t0.195\t0.087\t0.736\t0.098\t0.546\t0.028\t-0.659\t0.077\t\n",
"OGLE-LMC-RRLYR-14467\t0.695\t0.052\t0.795\t0.020\t1.725\t0.043\t6250\t100\t-0.032\t0.088\t0.53\t0.10\t0.574\t0.029\t-0.922\t0.079\t\n",
"OGLE-LMC-RRLYR-14469\t0.661\t0.051\t0.737\t0.019\t1.696\t0.042\t6560\t100\t0.076\t0.087\t0.592\t0.099\t0.510\t0.028\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-14471\t0.632\t0.051\t0.725\t0.019\t1.686\t0.042\t6610\t100\t0.120\t0.087\t0.618\t0.099\t0.494\t0.028\t-0.651\t0.078\t\n",
"OGLE-LMC-RRLYR-14474\t0.583\t0.050\t0.696\t0.019\t1.573\t0.042\t6410\t100\t0.352\t0.087\t0.881\t0.099\t0.538\t0.028\t-0.491\t0.078\t\n",
"OGLE-LMC-RRLYR-14476\t0.607\t0.052\t0.709\t0.019\t1.625\t0.042\t6500\t100\t0.234\t0.087\t0.748\t0.099\t0.520\t0.028\t-0.577\t0.078\t\n",
"OGLE-LMC-RRLYR-14480\t0.612\t0.050\t0.732\t0.019\t1.692\t0.042\t6590\t100\t0.082\t0.087\t0.601\t0.098\t0.502\t0.028\t-0.693\t0.077\t\n",
"OGLE-LMC-RRLYR-14482\t0.583\t0.052\t0.702\t0.020\t1.681\t0.042\t6770\t100\t0.136\t0.088\t0.617\t0.099\t0.462\t0.028\t-0.579\t0.079\t\n",
"OGLE-LMC-RRLYR-14487\t0.703\t0.049\t0.760\t0.019\t1.656\t0.042\t6244\t99\t0.144\t0.087\t0.711\t0.099\t0.574\t0.028\t-0.757\t0.077\t\n",
"OGLE-LMC-RRLYR-14490\t0.765\t0.054\t0.798\t0.020\t1.756\t0.043\t6320\t100\t-0.081\t0.089\t0.47\t0.10\t0.560\t0.029\t-0.954\t0.081\t\n",
"OGLE-LMC-RRLYR-14493\t0.598\t0.050\t0.708\t0.019\t1.639\t0.042\t6570\t100\t0.234\t0.087\t0.733\t0.099\t0.502\t0.028\t-0.549\t0.078\t\n",
"OGLE-LMC-RRLYR-14495\t0.659\t0.050\t0.795\t0.019\t1.746\t0.044\t6340\t110\t-0.084\t0.090\t0.45\t0.10\t0.544\t0.030\t-0.936\t0.078\t\n",
"OGLE-LMC-RRLYR-14497\t0.690\t0.050\t0.751\t0.019\t1.671\t0.042\t6360\t100\t0.142\t0.087\t0.670\t0.099\t0.543\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-14501\t0.642\t0.050\t0.741\t0.019\t1.623\t0.042\t6309\t99\t0.215\t0.088\t0.77\t0.10\t0.568\t0.028\t-0.668\t0.077\t\n",
"OGLE-LMC-RRLYR-14506\t0.643\t0.050\t0.730\t0.019\t1.696\t0.042\t6610\t100\t0.097\t0.087\t0.591\t0.098\t0.494\t0.028\t-0.675\t0.077\t\n",
"OGLE-LMC-RRLYR-14507\t0.599\t0.057\t0.719\t0.022\t1.609\t0.045\t6360\t110\t0.260\t0.093\t0.79\t0.10\t0.550\t0.030\t-0.610\t0.086\t\n",
"OGLE-LMC-RRLYR-14508\t0.619\t0.050\t0.741\t0.019\t1.651\t0.042\t6400\t100\t0.159\t0.088\t0.68\t0.10\t0.535\t0.028\t-0.679\t0.077\t\n",
"OGLE-LMC-RRLYR-14521\t0.608\t0.050\t0.724\t0.019\t1.691\t0.042\t6650\t100\t0.083\t0.087\t0.583\t0.098\t0.490\t0.028\t-0.675\t0.077\t\n",
"OGLE-LMC-RRLYR-14522\t0.649\t0.052\t0.720\t0.020\t1.689\t0.042\t6670\t100\t0.109\t0.087\t0.608\t0.098\t0.486\t0.028\t-0.646\t0.079\t\n",
"OGLE-LMC-RRLYR-14524\t0.621\t0.050\t0.750\t0.019\t1.733\t0.043\t6630\t100\t-0.018\t0.089\t0.45\t0.10\t0.467\t0.029\t-0.741\t0.077\t\n",
"OGLE-LMC-RRLYR-14525\t0.534\t0.049\t0.711\t0.019\t1.704\t0.041\t6800\t100\t0.079\t0.087\t0.540\t0.098\t0.453\t0.028\t-0.622\t0.077\t\n",
"OGLE-LMC-RRLYR-14526\t0.674\t0.051\t0.755\t0.019\t1.720\t0.042\t6510\t100\t0.035\t0.087\t0.548\t0.099\t0.514\t0.028\t-0.766\t0.078\t\n",
"OGLE-LMC-RRLYR-14529\t0.702\t0.053\t0.742\t0.020\t1.687\t0.042\t6480\t100\t0.115\t0.088\t0.62\t0.10\t0.522\t0.029\t-0.701\t0.080\t\n",
"OGLE-LMC-RRLYR-14531\t0.748\t0.060\t0.769\t0.022\t1.716\t0.044\t6410\t110\t0.014\t0.090\t0.56\t0.10\t0.545\t0.030\t-0.829\t0.086\t\n",
"OGLE-LMC-RRLYR-14533\t0.601\t0.052\t0.715\t0.020\t1.678\t0.042\t6660\t100\t0.145\t0.087\t0.631\t0.099\t0.481\t0.028\t-0.602\t0.079\t\n",
"OGLE-LMC-RRLYR-14536\t0.665\t0.051\t0.743\t0.019\t1.739\t0.042\t6680\t100\t0.005\t0.087\t0.488\t0.099\t0.481\t0.028\t-0.742\t0.079\t\n",
"OGLE-LMC-RRLYR-14537\t0.608\t0.050\t0.741\t0.019\t1.709\t0.042\t6580\t100\t0.029\t0.087\t0.539\t0.099\t0.503\t0.028\t-0.752\t0.078\t\n",
"OGLE-LMC-RRLYR-14546\t0.642\t0.052\t0.727\t0.019\t1.679\t0.042\t6560\t100\t0.121\t0.088\t0.62\t0.10\t0.505\t0.028\t-0.666\t0.078\t\n",
"OGLE-LMC-RRLYR-14547\t0.709\t0.051\t0.763\t0.019\t1.733\t0.042\t6500\t100\t-0.007\t0.087\t0.507\t0.099\t0.521\t0.028\t-0.818\t0.078\t\n",
"OGLE-LMC-RRLYR-14549\t0.612\t0.050\t0.732\t0.019\t1.683\t0.042\t6550\t100\t0.091\t0.087\t0.607\t0.099\t0.511\t0.028\t-0.702\t0.078\t\n",
"OGLE-LMC-RRLYR-14552\t0.632\t0.051\t0.716\t0.019\t1.677\t0.042\t6660\t100\t0.134\t0.087\t0.626\t0.099\t0.487\t0.028\t-0.623\t0.078\t\n",
"OGLE-LMC-RRLYR-14559\t0.623\t0.050\t0.742\t0.019\t1.622\t0.042\t6286\t99\t0.202\t0.088\t0.765\t0.099\t0.569\t0.028\t-0.688\t0.077\t\n",
"OGLE-LMC-RRLYR-14561\t0.663\t0.051\t0.817\t0.019\t1.844\t0.042\t6510\t100\t-0.298\t0.087\t0.236\t0.099\t0.524\t0.028\t-1.103\t0.078\t\n",
"OGLE-LMC-RRLYR-14565\t0.593\t0.051\t0.708\t0.019\t1.674\t0.042\t6700\t100\t0.135\t0.087\t0.629\t0.098\t0.477\t0.028\t-0.604\t0.078\t\n",
"OGLE-LMC-RRLYR-14566\t0.649\t0.050\t0.750\t0.019\t1.637\t0.042\t6273\t99\t0.172\t0.087\t0.736\t0.099\t0.572\t0.028\t-0.722\t0.077\t\n",
"OGLE-LMC-RRLYR-14567\t0.647\t0.051\t0.749\t0.019\t1.761\t0.042\t6720\t100\t-0.055\t0.087\t0.428\t0.098\t0.476\t0.028\t-0.793\t0.078\t\n",
"OGLE-LMC-RRLYR-14568\t0.707\t0.052\t0.777\t0.020\t1.706\t0.043\t6320\t100\t0.048\t0.088\t0.59\t0.10\t0.554\t0.028\t-0.818\t0.080\t\n",
"OGLE-LMC-RRLYR-14570\t0.565\t0.050\t0.700\t0.019\t1.644\t0.042\t6650\t100\t0.199\t0.087\t0.694\t0.098\t0.487\t0.028\t-0.555\t0.077\t\n",
"OGLE-LMC-RRLYR-14577\t0.674\t0.050\t0.778\t0.019\t1.729\t0.042\t6400\t100\t-0.027\t0.088\t0.50\t0.10\t0.529\t0.028\t-0.849\t0.078\t\n",
"OGLE-LMC-RRLYR-14583\t0.628\t0.053\t0.714\t0.020\t1.675\t0.042\t6670\t100\t0.137\t0.088\t0.638\t0.099\t0.487\t0.028\t-0.619\t0.080\t\n",
"OGLE-LMC-RRLYR-14586\t0.585\t0.051\t0.703\t0.019\t1.697\t0.042\t6830\t100\t0.117\t0.087\t0.578\t0.098\t0.451\t0.028\t-0.579\t0.078\t\n",
"OGLE-LMC-RRLYR-14589\t0.727\t0.050\t0.786\t0.019\t1.725\t0.042\t6310\t100\t-0.003\t0.088\t0.53\t0.10\t0.556\t0.028\t-0.876\t0.077\t\n",
"OGLE-LMC-RRLYR-14593\t0.630\t0.050\t0.757\t0.019\t1.767\t0.042\t6690\t100\t-0.082\t0.087\t0.408\t0.098\t0.482\t0.028\t-0.829\t0.078\t\n",
"OGLE-LMC-RRLYR-14596\t0.609\t0.050\t0.709\t0.019\t1.649\t0.042\t6600\t100\t0.193\t0.087\t0.700\t0.099\t0.499\t0.028\t-0.582\t0.077\t\n",
"OGLE-LMC-RRLYR-14599\t0.556\t0.050\t0.720\t0.019\t1.723\t0.041\t6800\t100\t0.030\t0.087\t0.492\t0.098\t0.456\t0.028\t-0.675\t0.078\t\n",
"OGLE-LMC-RRLYR-14600\t0.730\t0.050\t0.763\t0.019\t1.667\t0.042\t6250\t100\t0.130\t0.087\t0.694\t0.099\t0.571\t0.028\t-0.764\t0.077\t\n",
"OGLE-LMC-RRLYR-14607\t0.622\t0.051\t0.695\t0.019\t1.658\t0.042\t6740\t100\t0.190\t0.088\t0.64\t0.10\t0.450\t0.028\t-0.514\t0.078\t\n",
"OGLE-LMC-RRLYR-14608\t0.629\t0.052\t0.738\t0.020\t1.652\t0.042\t6400\t100\t0.153\t0.088\t0.68\t0.10\t0.541\t0.029\t-0.682\t0.079\t\n",
"OGLE-LMC-RRLYR-14610\t0.651\t0.051\t0.744\t0.020\t1.684\t0.042\t6460\t100\t0.099\t0.087\t0.613\t0.099\t0.524\t0.028\t-0.720\t0.078\t\n",
"OGLE-LMC-RRLYR-14613\t0.633\t0.050\t0.744\t0.019\t1.678\t0.042\t6470\t100\t0.099\t0.089\t0.60\t0.10\t0.508\t0.028\t-0.691\t0.077\t\n",
"OGLE-LMC-RRLYR-14616\t0.585\t0.052\t0.695\t0.019\t1.666\t0.042\t6770\t100\t0.170\t0.087\t0.639\t0.099\t0.460\t0.028\t-0.544\t0.079\t\n",
"OGLE-LMC-RRLYR-14620\t0.662\t0.050\t0.751\t0.019\t1.672\t0.042\t6390\t100\t0.115\t0.089\t0.64\t0.10\t0.528\t0.028\t-0.709\t0.077\t\n",
"OGLE-LMC-RRLYR-14621\t0.636\t0.051\t0.721\t0.019\t1.667\t0.042\t6560\t100\t0.148\t0.087\t0.654\t0.099\t0.507\t0.028\t-0.642\t0.078\t\n",
"OGLE-LMC-RRLYR-14623\t0.612\t0.050\t0.692\t0.019\t1.603\t0.042\t6540\t100\t0.315\t0.087\t0.828\t0.098\t0.512\t0.028\t-0.485\t0.078\t\n",
"OGLE-LMC-RRLYR-14624\t0.549\t0.049\t0.697\t0.019\t1.681\t0.041\t6810\t100\t0.133\t0.087\t0.592\t0.098\t0.450\t0.028\t-0.563\t0.077\t\n",
"OGLE-LMC-RRLYR-14625\t0.746\t0.050\t0.772\t0.019\t1.740\t0.042\t6450\t100\t-0.015\t0.087\t0.512\t0.099\t0.530\t0.028\t-0.847\t0.078\t\n",
"OGLE-LMC-RRLYR-14626\t0.517\t0.049\t0.672\t0.019\t1.649\t0.042\t6880\t100\t0.211\t0.087\t0.653\t0.098\t0.432\t0.028\t-0.454\t0.077\t\n",
"OGLE-LMC-RRLYR-14627\t0.627\t0.051\t0.746\t0.019\t1.707\t0.042\t6530\t100\t0.038\t0.087\t0.538\t0.099\t0.508\t0.028\t-0.751\t0.078\t\n",
"OGLE-LMC-RRLYR-14629\t0.658\t0.051\t0.734\t0.019\t1.653\t0.042\t6410\t100\t0.167\t0.087\t0.690\t0.099\t0.536\t0.028\t-0.668\t0.078\t\n",
"OGLE-LMC-RRLYR-14630\t0.628\t0.057\t0.711\t0.020\t1.697\t0.043\t6750\t100\t0.109\t0.089\t0.58\t0.10\t0.465\t0.029\t-0.612\t0.083\t\n",
"OGLE-LMC-RRLYR-14631\t0.591\t0.053\t0.690\t0.020\t1.629\t0.042\t6680\t100\t0.262\t0.089\t0.73\t0.10\t0.475\t0.028\t-0.476\t0.080\t\n",
"OGLE-LMC-RRLYR-14639\t0.743\t0.050\t0.758\t0.019\t1.714\t0.042\t6460\t100\t0.050\t0.087\t0.577\t0.098\t0.529\t0.028\t-0.779\t0.077\t\n",
"OGLE-LMC-RRLYR-14642\t0.541\t0.049\t0.688\t0.019\t1.647\t0.042\t6760\t100\t0.192\t0.087\t0.662\t0.098\t0.464\t0.028\t-0.531\t0.077\t\n",
"OGLE-LMC-RRLYR-14643\t0.678\t0.050\t0.784\t0.019\t1.736\t0.042\t6360\t100\t-0.038\t0.087\t0.497\t0.099\t0.545\t0.028\t-0.887\t0.078\t\n",
"OGLE-LMC-RRLYR-14645\t0.622\t0.051\t0.706\t0.019\t1.577\t0.044\t6360\t100\t0.326\t0.091\t0.87\t0.10\t0.551\t0.029\t-0.528\t0.079\t\n",
"OGLE-LMC-RRLYR-14646\t0.624\t0.051\t0.781\t0.019\t1.779\t0.042\t6540\t100\t-0.150\t0.087\t0.369\t0.098\t0.513\t0.028\t-0.943\t0.078\t\n",
"OGLE-LMC-RRLYR-14648\t0.586\t0.051\t0.711\t0.019\t1.671\t0.042\t6670\t100\t0.144\t0.087\t0.638\t0.098\t0.482\t0.028\t-0.605\t0.078\t\n",
"OGLE-LMC-RRLYR-14653\t0.546\t0.051\t0.684\t0.019\t1.626\t0.042\t6710\t100\t0.261\t0.087\t0.740\t0.099\t0.471\t0.028\t-0.470\t0.078\t\n",
"OGLE-LMC-RRLYR-14655\t0.572\t0.052\t0.675\t0.019\t1.632\t0.042\t6800\t100\t0.262\t0.087\t0.730\t0.099\t0.456\t0.028\t-0.445\t0.079\t\n",
"OGLE-LMC-RRLYR-14658\t0.687\t0.051\t0.761\t0.019\t1.705\t0.042\t6410\t100\t0.039\t0.087\t0.579\t0.099\t0.541\t0.028\t-0.804\t0.078\t\n",
"OGLE-LMC-RRLYR-14659\t0.683\t0.050\t0.779\t0.019\t1.701\t0.042\t6282\t99\t0.023\t0.087\t0.583\t0.099\t0.566\t0.028\t-0.861\t0.077\t\n",
"OGLE-LMC-RRLYR-14661\t0.686\t0.050\t0.825\t0.019\t1.790\t0.042\t6268\t99\t-0.199\t0.088\t0.360\t0.099\t0.566\t0.028\t-1.083\t0.078\t\n",
"OGLE-LMC-RRLYR-14663\t0.721\t0.050\t0.779\t0.019\t1.772\t0.042\t6520\t100\t-0.098\t0.087\t0.418\t0.099\t0.517\t0.028\t-0.906\t0.078\t\n",
"OGLE-LMC-RRLYR-14667\t0.733\t0.050\t0.774\t0.019\t1.691\t0.042\t6277\t99\t0.081\t0.087\t0.632\t0.099\t0.563\t0.028\t-0.803\t0.077\t\n",
"OGLE-LMC-RRLYR-14668\t0.603\t0.051\t0.704\t0.019\t1.659\t0.042\t6680\t100\t0.185\t0.087\t0.682\t0.098\t0.482\t0.028\t-0.564\t0.077\t\n",
"OGLE-LMC-RRLYR-14669\t0.743\t0.050\t0.775\t0.019\t1.695\t0.042\t6270\t100\t0.075\t0.087\t0.630\t0.099\t0.564\t0.028\t-0.808\t0.077\t\n",
"OGLE-LMC-RRLYR-14671\t0.637\t0.050\t0.808\t0.019\t1.789\t0.042\t6380\t100\t-0.186\t0.087\t0.344\t0.099\t0.535\t0.029\t-1.024\t0.077\t\n",
"OGLE-LMC-RRLYR-14674\t0.660\t0.051\t0.794\t0.020\t1.788\t0.042\t6460\t100\t-0.171\t0.088\t0.347\t0.099\t0.524\t0.028\t-0.981\t0.080\t\n",
"OGLE-LMC-RRLYR-14676\t0.669\t0.050\t0.763\t0.019\t1.679\t0.042\t6300\t100\t0.083\t0.088\t0.63\t0.10\t0.559\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-14678\t0.694\t0.051\t0.765\t0.019\t1.735\t0.042\t6490\t100\t-0.022\t0.087\t0.491\t0.099\t0.521\t0.028\t-0.830\t0.078\t\n",
"OGLE-LMC-RRLYR-14679\t0.691\t0.050\t0.746\t0.019\t1.689\t0.042\t6470\t100\t0.094\t0.087\t0.622\t0.098\t0.528\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-14681\t0.619\t0.051\t0.723\t0.019\t1.664\t0.042\t6540\t100\t0.141\t0.087\t0.654\t0.099\t0.511\t0.028\t-0.655\t0.078\t\n",
"OGLE-LMC-RRLYR-14683\t0.630\t0.051\t0.733\t0.019\t1.738\t0.042\t6750\t100\t0.004\t0.087\t0.485\t0.098\t0.470\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-14684\t0.656\t0.053\t0.739\t0.020\t1.667\t0.042\t6430\t100\t0.136\t0.088\t0.670\t0.099\t0.533\t0.029\t-0.701\t0.080\t\n",
"OGLE-LMC-RRLYR-14685\t0.615\t0.052\t0.710\t0.019\t1.674\t0.042\t6680\t100\t0.140\t0.088\t0.627\t0.099\t0.482\t0.028\t-0.609\t0.079\t\n",
"OGLE-LMC-RRLYR-14686\t0.612\t0.050\t0.778\t0.019\t1.760\t0.043\t6500\t100\t-0.110\t0.090\t0.39\t0.10\t0.501\t0.029\t-0.887\t0.078\t\n",
"OGLE-LMC-RRLYR-14687\t0.662\t0.051\t0.725\t0.019\t1.710\t0.042\t6700\t100\t0.107\t0.087\t0.581\t0.099\t0.471\t0.028\t-0.626\t0.078\t\n",
"OGLE-LMC-RRLYR-14689\t0.641\t0.051\t0.762\t0.019\t1.710\t0.042\t6430\t100\t0.022\t0.087\t0.546\t0.098\t0.530\t0.028\t-0.802\t0.077\t\n",
"OGLE-LMC-RRLYR-14691\t0.579\t0.050\t0.704\t0.019\t1.671\t0.042\t6720\t100\t0.162\t0.087\t0.642\t0.098\t0.468\t0.028\t-0.563\t0.077\t\n",
"OGLE-LMC-RRLYR-14696\t0.695\t0.054\t0.727\t0.020\t1.692\t0.042\t6620\t100\t0.113\t0.088\t0.626\t0.099\t0.498\t0.029\t-0.662\t0.080\t\n",
"OGLE-LMC-RRLYR-14698\t0.602\t0.050\t0.718\t0.019\t1.668\t0.042\t6590\t100\t0.142\t0.087\t0.644\t0.099\t0.500\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-14702\t0.664\t0.052\t0.723\t0.019\t1.715\t0.042\t6730\t100\t0.071\t0.088\t0.553\t0.099\t0.470\t0.028\t-0.661\t0.079\t\n",
"OGLE-LMC-RRLYR-14705\t0.619\t0.051\t0.741\t0.020\t1.677\t0.042\t6470\t100\t0.110\t0.088\t0.625\t0.099\t0.523\t0.028\t-0.703\t0.079\t\n",
"OGLE-LMC-RRLYR-14709\t0.705\t0.050\t0.738\t0.019\t1.610\t0.043\t6250\t100\t0.269\t0.089\t0.84\t0.10\t0.576\t0.029\t-0.623\t0.077\t\n",
"OGLE-LMC-RRLYR-14710\t0.743\t0.051\t0.743\t0.019\t1.670\t0.042\t6400\t100\t0.165\t0.087\t0.703\t0.099\t0.542\t0.028\t-0.685\t0.078\t\n",
"OGLE-LMC-RRLYR-14713\t0.617\t0.050\t0.737\t0.019\t1.622\t0.042\t6329\t99\t0.208\t0.087\t0.761\t0.099\t0.559\t0.028\t-0.664\t0.077\t\n",
"OGLE-LMC-RRLYR-14717\t0.578\t0.052\t0.682\t0.019\t1.647\t0.042\t6790\t100\t0.221\t0.087\t0.692\t0.098\t0.457\t0.028\t-0.489\t0.079\t\n",
"OGLE-LMC-RRLYR-14719\t0.664\t0.051\t0.731\t0.019\t1.686\t0.042\t6570\t100\t0.099\t0.087\t0.611\t0.099\t0.508\t0.028\t-0.688\t0.078\t\n",
"OGLE-LMC-RRLYR-14720\t0.624\t0.052\t0.721\t0.020\t1.678\t0.043\t6630\t100\t0.116\t0.089\t0.58\t0.10\t0.473\t0.028\t-0.628\t0.079\t\n",
"OGLE-LMC-RRLYR-14722\t0.636\t0.050\t0.763\t0.019\t1.718\t0.044\t6470\t110\t0.005\t0.091\t0.51\t0.11\t0.507\t0.030\t-0.786\t0.078\t\n",
"OGLE-LMC-RRLYR-14727\t0.573\t0.051\t0.681\t0.019\t1.625\t0.042\t6720\t100\t0.254\t0.089\t0.70\t0.10\t0.455\t0.028\t-0.464\t0.078\t\n",
"OGLE-LMC-RRLYR-14729\t0.596\t0.051\t0.701\t0.019\t1.680\t0.042\t6780\t100\t0.143\t0.087\t0.612\t0.098\t0.461\t0.028\t-0.572\t0.078\t\n",
"OGLE-LMC-RRLYR-14730\t0.539\t0.050\t0.703\t0.019\t1.542\t0.042\t6280\t100\t0.379\t0.087\t0.946\t0.099\t0.576\t0.028\t-0.526\t0.077\t\n",
"OGLE-LMC-RRLYR-14735\t0.696\t0.051\t0.835\t0.020\t1.840\t0.042\t6360\t100\t-0.305\t0.088\t0.242\t0.099\t0.547\t0.028\t-1.152\t0.079\t\n",
"OGLE-LMC-RRLYR-14741\t0.699\t0.052\t0.733\t0.020\t1.652\t0.042\t6420\t100\t0.201\t0.087\t0.726\t0.099\t0.535\t0.028\t-0.637\t0.079\t\n",
"OGLE-LMC-RRLYR-14744\t0.592\t0.051\t0.751\t0.019\t1.775\t0.042\t6740\t100\t-0.101\t0.087\t0.371\t0.099\t0.463\t0.028\t-0.820\t0.078\t\n",
"OGLE-LMC-RRLYR-14746\t0.729\t0.049\t0.769\t0.019\t1.633\t0.042\t6134\t99\t0.167\t0.087\t0.765\t0.099\t0.605\t0.028\t-0.781\t0.077\t\n",
"OGLE-LMC-RRLYR-14749\t0.622\t0.051\t0.718\t0.019\t1.649\t0.042\t6530\t100\t0.186\t0.089\t0.69\t0.10\t0.506\t0.028\t-0.598\t0.078\t\n",
"OGLE-LMC-RRLYR-14751\t0.570\t0.051\t0.733\t0.019\t1.693\t0.042\t6580\t100\t0.057\t0.087\t0.565\t0.099\t0.503\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-14753\t0.681\t0.051\t0.792\t0.020\t1.787\t0.042\t6480\t100\t-0.159\t0.087\t0.374\t0.099\t0.527\t0.029\t-0.977\t0.079\t\n",
"OGLE-LMC-RRLYR-14757\t0.743\t0.050\t0.776\t0.019\t1.694\t0.042\t6281\t99\t0.078\t0.087\t0.635\t0.099\t0.565\t0.028\t-0.804\t0.077\t\n",
"OGLE-LMC-RRLYR-14760\t0.545\t0.049\t0.673\t0.019\t1.640\t0.042\t6830\t100\t0.222\t0.087\t0.677\t0.099\t0.440\t0.028\t-0.464\t0.077\t\n",
"OGLE-LMC-RRLYR-14763\t0.624\t0.050\t0.723\t0.019\t1.680\t0.042\t6620\t100\t0.110\t0.087\t0.610\t0.099\t0.496\t0.028\t-0.659\t0.078\t\n",
"OGLE-LMC-RRLYR-14765\t0.605\t0.051\t0.705\t0.019\t1.680\t0.042\t6750\t100\t0.141\t0.087\t0.618\t0.099\t0.467\t0.028\t-0.582\t0.079\t\n",
"OGLE-LMC-RRLYR-14767\t0.692\t0.050\t0.766\t0.019\t1.687\t0.042\t6330\t100\t0.080\t0.088\t0.622\t0.099\t0.551\t0.028\t-0.780\t0.078\t\n",
"OGLE-LMC-RRLYR-14770\t0.634\t0.052\t0.727\t0.020\t1.681\t0.042\t6580\t100\t0.124\t0.087\t0.628\t0.099\t0.502\t0.028\t-0.656\t0.079\t\n",
"OGLE-LMC-RRLYR-14772\t0.560\t0.055\t0.702\t0.020\t1.628\t0.042\t6560\t100\t0.214\t0.088\t0.726\t0.099\t0.505\t0.029\t-0.569\t0.081\t\n",
"OGLE-LMC-RRLYR-14777\t0.541\t0.050\t0.671\t0.019\t1.654\t0.042\t6880\t100\t0.190\t0.087\t0.618\t0.099\t0.418\t0.028\t-0.471\t0.077\t\n",
"OGLE-LMC-RRLYR-14778\t0.560\t0.051\t0.681\t0.019\t1.641\t0.042\t6780\t100\t0.242\t0.088\t0.706\t0.099\t0.454\t0.028\t-0.461\t0.078\t\n",
"OGLE-LMC-RRLYR-14780\t0.635\t0.050\t0.752\t0.019\t1.712\t0.042\t6520\t100\t0.011\t0.087\t0.538\t0.099\t0.521\t0.028\t-0.794\t0.078\t\n",
"OGLE-LMC-RRLYR-14782\t0.664\t0.051\t0.739\t0.019\t1.703\t0.042\t6560\t100\t0.076\t0.087\t0.581\t0.098\t0.505\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-14787\t0.596\t0.050\t0.738\t0.019\t1.656\t0.043\t6430\t100\t0.133\t0.089\t0.65\t0.10\t0.520\t0.028\t-0.674\t0.078\t\n",
"OGLE-LMC-RRLYR-14789\t0.577\t0.055\t0.717\t0.021\t1.668\t0.043\t6610\t110\t0.131\t0.089\t0.63\t0.10\t0.493\t0.030\t-0.639\t0.083\t\n",
"OGLE-LMC-RRLYR-14793\t0.681\t0.050\t0.739\t0.019\t1.711\t0.042\t6590\t100\t0.061\t0.087\t0.574\t0.098\t0.502\t0.028\t-0.720\t0.077\t\n",
"OGLE-LMC-RRLYR-14800\t0.591\t0.051\t0.715\t0.019\t1.679\t0.042\t6660\t100\t0.130\t0.087\t0.621\t0.098\t0.482\t0.028\t-0.619\t0.078\t\n",
"OGLE-LMC-RRLYR-14808\t0.628\t0.050\t0.744\t0.019\t1.639\t0.042\t6310\t99\t0.171\t0.087\t0.723\t0.099\t0.561\t0.028\t-0.708\t0.077\t\n",
"OGLE-LMC-RRLYR-14810\t0.688\t0.051\t0.749\t0.019\t1.670\t0.042\t6360\t100\t0.122\t0.087\t0.659\t0.099\t0.547\t0.028\t-0.731\t0.078\t\n",
"OGLE-LMC-RRLYR-14814\t0.564\t0.050\t0.673\t0.019\t1.653\t0.042\t6890\t100\t0.218\t0.087\t0.657\t0.099\t0.433\t0.028\t-0.452\t0.077\t\n",
"OGLE-LMC-RRLYR-14816\t0.529\t0.054\t0.676\t0.020\t1.648\t0.042\t6850\t100\t0.221\t0.089\t0.679\t0.099\t0.446\t0.029\t-0.469\t0.082\t\n",
"OGLE-LMC-RRLYR-14819\t0.560\t0.050\t0.660\t0.019\t1.613\t0.042\t6800\t100\t0.272\t0.088\t0.72\t0.10\t0.437\t0.028\t-0.414\t0.077\t\n",
"OGLE-LMC-RRLYR-14820\t0.582\t0.051\t0.674\t0.019\t1.615\t0.042\t6720\t100\t0.280\t0.088\t0.74\t0.10\t0.466\t0.028\t-0.445\t0.078\t\n",
"OGLE-LMC-RRLYR-14823\t0.597\t0.052\t0.715\t0.020\t1.664\t0.042\t6610\t100\t0.177\t0.088\t0.673\t0.099\t0.493\t0.028\t-0.589\t0.080\t\n",
"OGLE-LMC-RRLYR-14829\t0.688\t0.050\t0.738\t0.019\t1.635\t0.043\t6350\t100\t0.177\t0.090\t0.73\t0.10\t0.550\t0.029\t-0.672\t0.078\t\n",
"OGLE-LMC-RRLYR-14830\t0.691\t0.051\t0.757\t0.019\t1.650\t0.042\t6280\t100\t0.154\t0.088\t0.72\t0.10\t0.575\t0.029\t-0.736\t0.078\t\n",
"OGLE-LMC-RRLYR-14832\t0.687\t0.051\t0.763\t0.019\t1.728\t0.042\t6480\t100\t-0.013\t0.088\t0.512\t0.099\t0.526\t0.028\t-0.832\t0.078\t\n",
"OGLE-LMC-RRLYR-14836\t0.594\t0.052\t0.716\t0.020\t1.641\t0.042\t6510\t100\t0.185\t0.088\t0.69\t0.10\t0.516\t0.028\t-0.618\t0.078\t\n",
"OGLE-LMC-RRLYR-14837\t0.657\t0.061\t0.716\t0.022\t1.684\t0.044\t6660\t110\t0.167\t0.091\t0.64\t0.10\t0.478\t0.030\t-0.578\t0.087\t\n",
"OGLE-LMC-RRLYR-14838\t0.722\t0.050\t0.758\t0.019\t1.690\t0.042\t6370\t100\t0.094\t0.087\t0.628\t0.099\t0.545\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-14839\t0.545\t0.049\t0.700\t0.019\t1.648\t0.042\t6660\t100\t0.171\t0.087\t0.674\t0.098\t0.486\t0.028\t-0.585\t0.077\t\n",
"OGLE-LMC-RRLYR-14842\t0.644\t0.051\t0.735\t0.019\t1.667\t0.042\t6470\t100\t0.150\t0.087\t0.662\t0.099\t0.523\t0.028\t-0.667\t0.078\t\n",
"OGLE-LMC-RRLYR-14845\t0.618\t0.052\t0.724\t0.020\t1.698\t0.042\t6670\t100\t0.098\t0.087\t0.587\t0.099\t0.480\t0.029\t-0.648\t0.079\t\n",
"OGLE-LMC-RRLYR-14852\t0.687\t0.051\t0.732\t0.019\t1.690\t0.042\t6570\t100\t0.127\t0.088\t0.628\t0.099\t0.502\t0.028\t-0.652\t0.079\t\n",
"OGLE-LMC-RRLYR-14853\t0.569\t0.050\t0.698\t0.019\t1.677\t0.042\t6790\t100\t0.139\t0.087\t0.588\t0.099\t0.453\t0.029\t-0.562\t0.078\t\n",
"OGLE-LMC-RRLYR-14862\t0.567\t0.052\t0.689\t0.020\t1.652\t0.042\t6760\t100\t0.212\t0.087\t0.679\t0.099\t0.458\t0.028\t-0.500\t0.079\t\n",
"OGLE-LMC-RRLYR-14863\t0.690\t0.051\t0.728\t0.019\t1.664\t0.042\t6500\t100\t0.166\t0.087\t0.692\t0.099\t0.524\t0.028\t-0.651\t0.077\t\n",
"OGLE-LMC-RRLYR-14864\t0.719\t0.051\t0.759\t0.019\t1.701\t0.042\t6400\t100\t0.065\t0.087\t0.607\t0.099\t0.542\t0.028\t-0.784\t0.079\t\n",
"OGLE-LMC-RRLYR-14867\t0.642\t0.051\t0.845\t0.020\t1.857\t0.044\t6340\t110\t-0.364\t0.091\t0.17\t0.10\t0.540\t0.032\t-1.204\t0.080\t\n",
"OGLE-LMC-RRLYR-14872\t0.640\t0.051\t0.734\t0.019\t1.661\t0.042\t6450\t100\t0.164\t0.087\t0.688\t0.099\t0.526\t0.028\t-0.658\t0.078\t\n",
"OGLE-LMC-RRLYR-14876\t0.679\t0.050\t0.748\t0.019\t1.681\t0.042\t6410\t100\t0.098\t0.087\t0.633\t0.098\t0.539\t0.028\t-0.744\t0.078\t\n",
"OGLE-LMC-RRLYR-14878\t0.651\t0.053\t0.755\t0.020\t1.685\t0.043\t6400\t100\t0.066\t0.089\t0.60\t0.10\t0.542\t0.029\t-0.770\t0.080\t\n",
"OGLE-LMC-RRLYR-14879\t0.613\t0.051\t0.723\t0.019\t1.618\t0.042\t6380\t100\t0.246\t0.088\t0.77\t0.10\t0.542\t0.028\t-0.605\t0.079\t\n",
"OGLE-LMC-RRLYR-14881\t0.710\t0.051\t0.772\t0.019\t1.724\t0.042\t6390\t100\t-0.012\t0.088\t0.52\t0.10\t0.545\t0.028\t-0.857\t0.078\t\n",
"OGLE-LMC-RRLYR-14882\t0.582\t0.050\t0.706\t0.019\t1.660\t0.042\t6660\t100\t0.165\t0.087\t0.661\t0.098\t0.485\t0.028\t-0.590\t0.077\t\n",
"OGLE-LMC-RRLYR-14883\t0.693\t0.051\t0.750\t0.020\t1.669\t0.042\t6360\t100\t0.137\t0.087\t0.680\t0.099\t0.549\t0.029\t-0.716\t0.079\t\n",
"OGLE-LMC-RRLYR-14885\t0.630\t0.052\t0.721\t0.019\t1.710\t0.042\t6730\t100\t0.080\t0.087\t0.561\t0.099\t0.469\t0.028\t-0.648\t0.079\t\n",
"OGLE-LMC-RRLYR-14886\t0.598\t0.050\t0.780\t0.019\t1.762\t0.043\t6500\t100\t-0.124\t0.089\t0.38\t0.10\t0.505\t0.029\t-0.910\t0.078\t\n",
"OGLE-LMC-RRLYR-14891\t0.758\t0.053\t0.743\t0.020\t1.695\t0.042\t6510\t100\t0.118\t0.087\t0.650\t0.099\t0.523\t0.028\t-0.696\t0.079\t\n",
"OGLE-LMC-RRLYR-14894\t0.619\t0.050\t0.763\t0.019\t1.769\t0.042\t6640\t100\t-0.102\t0.087\t0.396\t0.098\t0.492\t0.028\t-0.865\t0.078\t\n",
"OGLE-LMC-RRLYR-14899\t0.692\t0.051\t0.742\t0.019\t1.686\t0.042\t6480\t100\t0.123\t0.087\t0.642\t0.099\t0.523\t0.028\t-0.694\t0.078\t\n",
"OGLE-LMC-RRLYR-14901\t0.674\t0.050\t0.731\t0.019\t1.682\t0.042\t6550\t100\t0.133\t0.087\t0.639\t0.098\t0.509\t0.028\t-0.662\t0.078\t\n",
"OGLE-LMC-RRLYR-14903\t0.727\t0.052\t0.744\t0.019\t1.677\t0.042\t6420\t100\t0.139\t0.087\t0.672\t0.099\t0.538\t0.028\t-0.703\t0.078\t\n",
"OGLE-LMC-RRLYR-14909\t0.736\t0.050\t0.762\t0.019\t1.668\t0.042\t6266\t99\t0.125\t0.087\t0.690\t0.098\t0.570\t0.028\t-0.770\t0.077\t\n",
"OGLE-LMC-RRLYR-14914\t0.596\t0.051\t0.733\t0.019\t1.622\t0.043\t6350\t100\t0.210\t0.089\t0.75\t0.10\t0.550\t0.028\t-0.650\t0.077\t\n",
"OGLE-LMC-RRLYR-14915\t0.585\t0.051\t0.722\t0.019\t1.686\t0.042\t6640\t100\t0.103\t0.087\t0.598\t0.099\t0.487\t0.028\t-0.653\t0.078\t\n",
"OGLE-LMC-RRLYR-14922\t0.761\t0.050\t0.802\t0.019\t1.810\t0.042\t6490\t100\t-0.174\t0.087\t0.360\t0.098\t0.526\t0.028\t-0.992\t0.077\t\n",
"OGLE-LMC-RRLYR-14924\t0.578\t0.050\t0.726\t0.019\t1.616\t0.043\t6390\t100\t0.217\t0.090\t0.75\t0.10\t0.539\t0.029\t-0.620\t0.078\t\n",
"OGLE-LMC-RRLYR-14926\t0.660\t0.051\t0.717\t0.019\t1.652\t0.042\t6550\t100\t0.214\t0.087\t0.722\t0.099\t0.508\t0.028\t-0.579\t0.078\t\n",
"OGLE-LMC-RRLYR-14929\t0.630\t0.050\t0.728\t0.019\t1.677\t0.042\t6570\t100\t0.113\t0.087\t0.630\t0.098\t0.508\t0.028\t-0.677\t0.078\t\n",
"OGLE-LMC-RRLYR-14930\t0.605\t0.052\t0.709\t0.020\t1.670\t0.042\t6680\t100\t0.145\t0.087\t0.636\t0.099\t0.483\t0.029\t-0.602\t0.079\t\n",
"OGLE-LMC-RRLYR-14933\t0.641\t0.050\t0.777\t0.019\t1.717\t0.043\t6380\t100\t-0.016\t0.090\t0.52\t0.10\t0.541\t0.029\t-0.859\t0.078\t\n",
"OGLE-LMC-RRLYR-14935\t0.613\t0.051\t0.727\t0.019\t1.685\t0.042\t6600\t100\t0.098\t0.087\t0.601\t0.099\t0.498\t0.028\t-0.677\t0.079\t\n",
"OGLE-LMC-RRLYR-14936\t0.609\t0.051\t0.706\t0.019\t1.665\t0.042\t6670\t100\t0.185\t0.088\t0.662\t0.099\t0.476\t0.029\t-0.562\t0.078\t\n",
"OGLE-LMC-RRLYR-14940\t0.612\t0.050\t0.730\t0.019\t1.610\t0.043\t6330\t99\t0.240\t0.089\t0.79\t0.10\t0.560\t0.028\t-0.636\t0.077\t\n",
"OGLE-LMC-RRLYR-14941\t0.651\t0.051\t0.720\t0.019\t1.674\t0.042\t6610\t100\t0.153\t0.087\t0.653\t0.098\t0.495\t0.028\t-0.616\t0.078\t\n",
"OGLE-LMC-RRLYR-14942\t0.700\t0.051\t0.749\t0.019\t1.683\t0.042\t6420\t100\t0.111\t0.087\t0.639\t0.099\t0.536\t0.028\t-0.726\t0.078\t\n",
"OGLE-LMC-RRLYR-14946\t0.597\t0.053\t0.717\t0.020\t1.713\t0.042\t6780\t100\t0.062\t0.088\t0.529\t0.099\t0.459\t0.028\t-0.649\t0.080\t\n",
"OGLE-LMC-RRLYR-14952\t0.664\t0.051\t0.724\t0.019\t1.644\t0.042\t6450\t100\t0.190\t0.088\t0.715\t0.099\t0.532\t0.028\t-0.641\t0.079\t\n",
"OGLE-LMC-RRLYR-14958\t0.660\t0.052\t0.741\t0.020\t1.697\t0.042\t6520\t100\t0.086\t0.088\t0.593\t0.099\t0.511\t0.028\t-0.712\t0.079\t\n",
"OGLE-LMC-RRLYR-14961\t0.598\t0.051\t0.699\t0.019\t1.634\t0.042\t6620\t100\t0.240\t0.087\t0.737\t0.099\t0.493\t0.028\t-0.527\t0.078\t\n",
"OGLE-LMC-RRLYR-14962\t0.587\t0.052\t0.689\t0.020\t1.653\t0.042\t6760\t100\t0.195\t0.088\t0.670\t0.099\t0.463\t0.028\t-0.523\t0.079\t\n",
"OGLE-LMC-RRLYR-14963\t0.643\t0.050\t0.732\t0.019\t1.690\t0.042\t6570\t100\t0.114\t0.087\t0.618\t0.099\t0.502\t0.028\t-0.671\t0.078\t\n",
"OGLE-LMC-RRLYR-14965\t0.700\t0.050\t0.820\t0.019\t1.812\t0.042\t6350\t100\t-0.239\t0.088\t0.307\t0.099\t0.550\t0.028\t-1.088\t0.079\t\n",
"OGLE-LMC-RRLYR-14971\t0.621\t0.055\t0.698\t0.020\t1.683\t0.042\t6810\t100\t0.148\t0.089\t0.610\t0.099\t0.453\t0.029\t-0.553\t0.082\t\n",
"OGLE-LMC-RRLYR-14973\t0.583\t0.051\t0.750\t0.019\t1.658\t0.044\t6350\t100\t0.103\t0.091\t0.65\t0.10\t0.551\t0.029\t-0.749\t0.079\t\n",
"OGLE-LMC-RRLYR-14978\t0.709\t0.050\t0.783\t0.019\t1.721\t0.042\t6310\t100\t-0.011\t0.087\t0.539\t0.099\t0.559\t0.028\t-0.882\t0.077\t\n",
"OGLE-LMC-RRLYR-14983\t0.566\t0.052\t0.721\t0.020\t1.580\t0.045\t6270\t110\t0.305\t0.093\t0.86\t0.11\t0.574\t0.030\t-0.607\t0.079\t\n",
"OGLE-LMC-RRLYR-14984\t0.696\t0.051\t0.742\t0.019\t1.701\t0.042\t6540\t100\t0.096\t0.087\t0.603\t0.099\t0.511\t0.028\t-0.699\t0.078\t\n",
"OGLE-LMC-RRLYR-14986\t0.632\t0.052\t0.699\t0.019\t1.659\t0.042\t6700\t100\t0.186\t0.087\t0.678\t0.099\t0.478\t0.028\t-0.556\t0.079\t\n",
"OGLE-LMC-RRLYR-14987\t0.671\t0.050\t0.717\t0.019\t1.655\t0.042\t6540\t100\t0.178\t0.088\t0.686\t0.099\t0.497\t0.028\t-0.601\t0.077\t\n",
"OGLE-LMC-RRLYR-14992\t0.623\t0.050\t0.723\t0.019\t1.674\t0.042\t6590\t100\t0.121\t0.087\t0.628\t0.099\t0.501\t0.028\t-0.656\t0.077\t\n",
"OGLE-LMC-RRLYR-14998\t0.720\t0.051\t0.753\t0.019\t1.677\t0.042\t6360\t100\t0.119\t0.087\t0.660\t0.099\t0.550\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-14999\t0.685\t0.051\t0.763\t0.019\t1.735\t0.042\t6510\t100\t-0.025\t0.087\t0.507\t0.098\t0.522\t0.028\t-0.835\t0.078\t\n",
"OGLE-LMC-RRLYR-15001\t0.545\t0.050\t0.711\t0.019\t1.635\t0.043\t6570\t100\t0.183\t0.089\t0.67\t0.10\t0.491\t0.029\t-0.578\t0.077\t\n",
"OGLE-LMC-RRLYR-15004\t0.602\t0.051\t0.740\t0.019\t1.750\t0.042\t6750\t100\t-0.031\t0.088\t0.446\t0.098\t0.467\t0.028\t-0.756\t0.080\t\n",
"OGLE-LMC-RRLYR-15006\t0.542\t0.054\t0.678\t0.020\t1.556\t0.043\t6480\t100\t0.371\t0.090\t0.90\t0.10\t0.527\t0.028\t-0.447\t0.081\t\n",
"OGLE-LMC-RRLYR-15008\t0.614\t0.050\t0.740\t0.019\t1.709\t0.042\t6580\t100\t0.037\t0.087\t0.542\t0.099\t0.501\t0.028\t-0.742\t0.078\t\n",
"OGLE-LMC-RRLYR-15009\t0.621\t0.050\t0.738\t0.019\t1.621\t0.042\t6307\t99\t0.212\t0.088\t0.76\t0.10\t0.565\t0.028\t-0.670\t0.077\t\n",
"OGLE-LMC-RRLYR-15012\t0.756\t0.054\t0.767\t0.021\t1.698\t0.043\t6330\t100\t0.072\t0.090\t0.62\t0.10\t0.553\t0.028\t-0.799\t0.083\t\n",
"OGLE-LMC-RRLYR-15014\t0.590\t0.051\t0.707\t0.019\t1.679\t0.042\t6730\t100\t0.139\t0.087\t0.620\t0.099\t0.468\t0.029\t-0.589\t0.078\t\n",
"OGLE-LMC-RRLYR-15017\t0.626\t0.050\t0.774\t0.019\t1.772\t0.042\t6570\t100\t-0.126\t0.087\t0.390\t0.098\t0.507\t0.028\t-0.914\t0.078\t\n",
"OGLE-LMC-RRLYR-15018\t0.584\t0.049\t0.747\t0.019\t1.764\t0.042\t6750\t100\t-0.077\t0.087\t0.395\t0.098\t0.468\t0.028\t-0.800\t0.077\t\n",
"OGLE-LMC-RRLYR-15019\t0.617\t0.050\t0.741\t0.019\t1.631\t0.042\t6330\t100\t0.193\t0.088\t0.74\t0.10\t0.555\t0.028\t-0.673\t0.077\t\n",
"OGLE-LMC-RRLYR-15022\t0.769\t0.051\t0.800\t0.019\t1.766\t0.042\t6350\t100\t-0.085\t0.087\t0.448\t0.099\t0.548\t0.028\t-0.943\t0.078\t\n",
"OGLE-LMC-RRLYR-15023\t0.539\t0.050\t0.675\t0.019\t1.614\t0.042\t6730\t100\t0.266\t0.087\t0.747\t0.098\t0.469\t0.028\t-0.462\t0.077\t\n",
"OGLE-LMC-RRLYR-15026\t0.622\t0.051\t0.720\t0.019\t1.632\t0.042\t6450\t100\t0.220\t0.087\t0.745\t0.099\t0.529\t0.028\t-0.604\t0.078\t\n",
"OGLE-LMC-RRLYR-15036\t0.560\t0.052\t0.666\t0.020\t1.582\t0.042\t6650\t100\t0.347\t0.088\t0.853\t0.099\t0.488\t0.028\t-0.414\t0.079\t\n",
"OGLE-LMC-RRLYR-15038\t0.665\t0.051\t0.767\t0.019\t1.770\t0.042\t6620\t100\t-0.087\t0.087\t0.419\t0.098\t0.496\t0.028\t-0.856\t0.078\t\n",
"OGLE-LMC-RRLYR-15043\t0.640\t0.052\t0.716\t0.020\t1.674\t0.042\t6630\t100\t0.147\t0.087\t0.650\t0.098\t0.491\t0.028\t-0.616\t0.078\t\n",
"OGLE-LMC-RRLYR-15045\t0.629\t0.051\t0.723\t0.019\t1.676\t0.042\t6590\t100\t0.123\t0.087\t0.629\t0.099\t0.501\t0.028\t-0.655\t0.078\t\n",
"OGLE-LMC-RRLYR-15047\t0.688\t0.050\t0.750\t0.019\t1.713\t0.042\t6540\t100\t0.035\t0.087\t0.559\t0.098\t0.516\t0.028\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-15054\t0.720\t0.054\t0.779\t0.020\t1.821\t0.042\t6710\t100\t-0.168\t0.089\t0.312\t0.099\t0.478\t0.028\t-0.906\t0.081\t\n",
"OGLE-LMC-RRLYR-15055\t0.662\t0.051\t0.757\t0.019\t1.759\t0.042\t6650\t100\t-0.060\t0.088\t0.431\t0.099\t0.490\t0.028\t-0.821\t0.079\t\n",
"OGLE-LMC-RRLYR-15058\t0.586\t0.054\t0.681\t0.020\t1.662\t0.043\t6860\t100\t0.208\t0.089\t0.66\t0.10\t0.443\t0.028\t-0.478\t0.081\t\n",
"OGLE-LMC-RRLYR-15059\t0.733\t0.050\t0.772\t0.019\t1.686\t0.042\t6286\t99\t0.083\t0.087\t0.644\t0.099\t0.563\t0.028\t-0.790\t0.077\t\n",
"OGLE-LMC-RRLYR-15061\t0.574\t0.052\t0.701\t0.020\t1.658\t0.042\t6710\t100\t0.193\t0.088\t0.671\t0.099\t0.470\t0.028\t-0.536\t0.079\t\n",
"OGLE-LMC-RRLYR-15062\t0.728\t0.051\t0.770\t0.020\t1.688\t0.043\t6310\t100\t0.072\t0.090\t0.63\t0.10\t0.566\t0.028\t-0.797\t0.079\t\n",
"OGLE-LMC-RRLYR-15063\t0.618\t0.052\t0.710\t0.020\t1.634\t0.042\t6530\t100\t0.208\t0.088\t0.728\t0.099\t0.516\t0.028\t-0.595\t0.079\t\n",
"OGLE-LMC-RRLYR-15065\t0.609\t0.051\t0.743\t0.019\t1.750\t0.042\t6720\t100\t-0.040\t0.087\t0.438\t0.099\t0.474\t0.028\t-0.774\t0.078\t\n",
"OGLE-LMC-RRLYR-15067\t0.656\t0.052\t0.736\t0.020\t1.694\t0.042\t6560\t100\t0.088\t0.087\t0.595\t0.099\t0.508\t0.028\t-0.701\t0.079\t\n",
"OGLE-LMC-RRLYR-15069\t0.654\t0.052\t0.786\t0.020\t1.771\t0.042\t6460\t100\t-0.130\t0.088\t0.391\t0.099\t0.527\t0.028\t-0.945\t0.080\t\n",
"OGLE-LMC-RRLYR-15076\t0.571\t0.050\t0.719\t0.019\t1.594\t0.043\t6350\t100\t0.251\t0.090\t0.80\t0.10\t0.549\t0.029\t-0.603\t0.078\t\n",
"OGLE-LMC-RRLYR-15078\t0.705\t0.050\t0.791\t0.019\t1.725\t0.042\t6280\t100\t-0.025\t0.087\t0.531\t0.099\t0.565\t0.028\t-0.906\t0.077\t\n",
"OGLE-LMC-RRLYR-15079\t0.654\t0.052\t0.713\t0.020\t1.702\t0.042\t6770\t100\t0.100\t0.088\t0.569\t0.099\t0.463\t0.028\t-0.617\t0.079\t\n",
"OGLE-LMC-RRLYR-15082\t0.724\t0.050\t0.775\t0.019\t1.722\t0.042\t6360\t100\t0.007\t0.087\t0.546\t0.098\t0.548\t0.028\t-0.847\t0.078\t\n",
"OGLE-LMC-RRLYR-15089\t0.636\t0.050\t0.749\t0.019\t1.646\t0.042\t6321\t99\t0.156\t0.088\t0.70\t0.10\t0.559\t0.028\t-0.713\t0.077\t\n",
"OGLE-LMC-RRLYR-15097\t0.653\t0.051\t0.786\t0.019\t1.755\t0.045\t6440\t110\t-0.088\t0.092\t0.42\t0.11\t0.517\t0.030\t-0.896\t0.078\t\n",
"OGLE-LMC-RRLYR-15100\t0.661\t0.053\t0.705\t0.020\t1.657\t0.042\t6660\t100\t0.200\t0.087\t0.700\t0.099\t0.488\t0.028\t-0.561\t0.079\t\n",
"OGLE-LMC-RRLYR-15103\t0.694\t0.051\t0.743\t0.019\t1.684\t0.042\t6470\t100\t0.123\t0.087\t0.645\t0.098\t0.526\t0.028\t-0.695\t0.078\t\n",
"OGLE-LMC-RRLYR-15105\t0.699\t0.050\t0.771\t0.019\t1.675\t0.042\t6262\t99\t0.091\t0.087\t0.656\t0.099\t0.574\t0.028\t-0.801\t0.077\t\n",
"OGLE-LMC-RRLYR-15107\t0.524\t0.049\t0.678\t0.019\t1.626\t0.042\t6750\t100\t0.246\t0.087\t0.721\t0.099\t0.462\t0.028\t-0.468\t0.077\t\n",
"OGLE-LMC-RRLYR-15110\t0.754\t0.053\t0.759\t0.020\t1.725\t0.042\t6510\t100\t0.042\t0.087\t0.563\t0.099\t0.521\t0.029\t-0.770\t0.079\t\n",
"OGLE-LMC-RRLYR-15111\t0.569\t0.050\t0.718\t0.019\t1.715\t0.042\t6780\t100\t0.042\t0.087\t0.508\t0.098\t0.461\t0.028\t-0.674\t0.078\t\n",
"OGLE-LMC-RRLYR-15112\t0.642\t0.050\t0.774\t0.019\t1.779\t0.042\t6600\t100\t-0.134\t0.087\t0.376\t0.098\t0.504\t0.028\t-0.913\t0.077\t\n",
"OGLE-LMC-RRLYR-15122\t0.648\t0.051\t0.730\t0.019\t1.693\t0.042\t6600\t100\t0.085\t0.087\t0.584\t0.099\t0.498\t0.028\t-0.686\t0.078\t\n",
"OGLE-LMC-RRLYR-15123\t0.595\t0.050\t0.738\t0.019\t1.667\t0.043\t6480\t100\t0.107\t0.090\t0.62\t0.10\t0.512\t0.029\t-0.687\t0.078\t\n",
"OGLE-LMC-RRLYR-15124\t0.526\t0.049\t0.688\t0.019\t1.668\t0.042\t6830\t100\t0.157\t0.087\t0.610\t0.098\t0.442\t0.028\t-0.529\t0.077\t\n",
"OGLE-LMC-RRLYR-15125\t0.623\t0.050\t0.718\t0.019\t1.644\t0.042\t6500\t100\t0.192\t0.087\t0.711\t0.099\t0.519\t0.028\t-0.615\t0.078\t\n",
"OGLE-LMC-RRLYR-15126\t0.670\t0.052\t0.766\t0.019\t1.737\t0.042\t6490\t100\t-0.035\t0.088\t0.492\t0.099\t0.525\t0.028\t-0.849\t0.079\t\n",
"OGLE-LMC-RRLYR-15128\t0.732\t0.052\t0.744\t0.020\t1.678\t0.042\t6440\t100\t0.132\t0.088\t0.665\t0.099\t0.535\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-15129\t0.629\t0.051\t0.719\t0.019\t1.669\t0.042\t6610\t100\t0.147\t0.087\t0.655\t0.099\t0.499\t0.028\t-0.626\t0.078\t\n",
"OGLE-LMC-RRLYR-15131\t0.546\t0.050\t0.674\t0.019\t1.631\t0.042\t6800\t100\t0.245\t0.087\t0.707\t0.098\t0.453\t0.028\t-0.455\t0.077\t\n",
"OGLE-LMC-RRLYR-15133\t0.595\t0.050\t0.694\t0.019\t1.607\t0.042\t6560\t100\t0.279\t0.087\t0.801\t0.098\t0.508\t0.028\t-0.511\t0.077\t\n",
"OGLE-LMC-RRLYR-15134\t0.662\t0.051\t0.719\t0.019\t1.684\t0.042\t6640\t100\t0.130\t0.087\t0.638\t0.099\t0.491\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-15137\t0.630\t0.053\t0.714\t0.020\t1.653\t0.042\t6570\t100\t0.197\t0.088\t0.70\t0.10\t0.504\t0.029\t-0.583\t0.080\t\n",
"OGLE-LMC-RRLYR-15142\t0.728\t0.064\t0.760\t0.023\t1.703\t0.046\t6410\t110\t0.067\t0.094\t0.60\t0.10\t0.542\t0.030\t-0.776\t0.092\t\n",
"OGLE-LMC-RRLYR-15144\t0.553\t0.050\t0.736\t0.019\t1.733\t0.042\t6720\t100\t-0.015\t0.087\t0.465\t0.098\t0.472\t0.028\t-0.747\t0.078\t\n",
"OGLE-LMC-RRLYR-15145\t0.603\t0.052\t0.693\t0.019\t1.654\t0.042\t6730\t100\t0.191\t0.087\t0.673\t0.099\t0.469\t0.028\t-0.538\t0.079\t\n",
"OGLE-LMC-RRLYR-15147\t0.623\t0.054\t0.703\t0.020\t1.678\t0.042\t6740\t100\t0.147\t0.088\t0.628\t0.099\t0.466\t0.028\t-0.578\t0.080\t\n",
"OGLE-LMC-RRLYR-15148\t0.611\t0.051\t0.724\t0.019\t1.669\t0.042\t6560\t100\t0.133\t0.087\t0.647\t0.099\t0.508\t0.028\t-0.655\t0.078\t\n",
"OGLE-LMC-RRLYR-15154\t0.675\t0.050\t0.749\t0.019\t1.687\t0.042\t6430\t100\t0.086\t0.087\t0.623\t0.098\t0.535\t0.028\t-0.751\t0.077\t\n",
"OGLE-LMC-RRLYR-15155\t0.601\t0.051\t0.744\t0.019\t1.769\t0.042\t6790\t100\t-0.065\t0.087\t0.397\t0.098\t0.457\t0.028\t-0.773\t0.079\t\n",
"OGLE-LMC-RRLYR-15156\t0.586\t0.051\t0.706\t0.019\t1.698\t0.042\t6810\t100\t0.101\t0.087\t0.562\t0.098\t0.454\t0.028\t-0.601\t0.078\t\n",
"OGLE-LMC-RRLYR-15157\t0.679\t0.050\t0.765\t0.019\t1.699\t0.042\t6360\t100\t0.052\t0.087\t0.586\t0.099\t0.545\t0.028\t-0.795\t0.078\t\n",
"OGLE-LMC-RRLYR-15158\t0.708\t0.051\t0.766\t0.019\t1.707\t0.042\t6380\t100\t0.043\t0.087\t0.569\t0.099\t0.542\t0.028\t-0.802\t0.078\t\n",
"OGLE-LMC-RRLYR-15160\t0.666\t0.051\t0.719\t0.019\t1.665\t0.042\t6580\t100\t0.179\t0.087\t0.693\t0.098\t0.503\t0.028\t-0.605\t0.077\t\n",
"OGLE-LMC-RRLYR-15164\t0.749\t0.050\t0.771\t0.019\t1.707\t0.042\t6330\t100\t0.050\t0.087\t0.592\t0.099\t0.553\t0.028\t-0.815\t0.078\t\n",
"OGLE-LMC-RRLYR-15166\t0.704\t0.051\t0.763\t0.019\t1.691\t0.042\t6340\t100\t0.070\t0.087\t0.617\t0.099\t0.554\t0.028\t-0.793\t0.078\t\n",
"OGLE-LMC-RRLYR-15171\t0.659\t0.054\t0.728\t0.020\t1.718\t0.042\t6710\t100\t0.059\t0.088\t0.548\t0.099\t0.475\t0.028\t-0.678\t0.081\t\n",
"OGLE-LMC-RRLYR-15172\t0.666\t0.051\t0.751\t0.019\t1.683\t0.042\t6400\t100\t0.081\t0.087\t0.624\t0.098\t0.542\t0.028\t-0.761\t0.078\t\n",
"OGLE-LMC-RRLYR-15176\t0.632\t0.051\t0.709\t0.019\t1.669\t0.042\t6680\t100\t0.156\t0.087\t0.652\t0.098\t0.484\t0.028\t-0.593\t0.078\t\n",
"OGLE-LMC-RRLYR-15177\t0.699\t0.050\t0.756\t0.019\t1.649\t0.042\t6259\t99\t0.173\t0.087\t0.736\t0.099\t0.573\t0.028\t-0.726\t0.077\t\n",
"OGLE-LMC-RRLYR-15182\t0.603\t0.052\t0.730\t0.019\t1.716\t0.042\t6690\t100\t0.049\t0.088\t0.524\t0.099\t0.472\t0.028\t-0.686\t0.079\t\n",
"OGLE-LMC-RRLYR-15185\t0.702\t0.051\t0.752\t0.019\t1.732\t0.042\t6590\t100\t0.043\t0.087\t0.544\t0.098\t0.497\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-15186\t0.726\t0.050\t0.757\t0.019\t1.697\t0.042\t6390\t100\t0.061\t0.087\t0.603\t0.099\t0.546\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-15189\t0.741\t0.050\t0.789\t0.019\t1.719\t0.042\t6270\t100\t0.004\t0.087\t0.561\t0.099\t0.567\t0.028\t-0.881\t0.077\t\n",
"OGLE-LMC-RRLYR-15192\t0.631\t0.052\t0.713\t0.020\t1.688\t0.042\t6710\t100\t0.122\t0.087\t0.610\t0.099\t0.476\t0.028\t-0.616\t0.079\t\n",
"OGLE-LMC-RRLYR-15196\t0.676\t0.052\t0.750\t0.020\t1.745\t0.042\t6640\t100\t-0.006\t0.087\t0.483\t0.099\t0.487\t0.029\t-0.769\t0.079\t\n",
"OGLE-LMC-RRLYR-15197\t0.567\t0.051\t0.685\t0.019\t1.661\t0.042\t6830\t100\t0.185\t0.087\t0.645\t0.099\t0.447\t0.028\t-0.507\t0.078\t\n",
"OGLE-LMC-RRLYR-15199\t0.665\t0.050\t0.775\t0.019\t1.692\t0.042\t6292\t99\t0.045\t0.087\t0.605\t0.099\t0.568\t0.028\t-0.837\t0.077\t\n",
"OGLE-LMC-RRLYR-15200\t0.661\t0.051\t0.734\t0.019\t1.671\t0.042\t6490\t100\t0.138\t0.087\t0.663\t0.099\t0.523\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-15203\t0.724\t0.051\t0.759\t0.019\t1.700\t0.042\t6400\t100\t0.067\t0.087\t0.605\t0.099\t0.543\t0.028\t-0.780\t0.078\t\n",
"OGLE-LMC-RRLYR-15204\t0.680\t0.052\t0.739\t0.019\t1.669\t0.042\t6440\t100\t0.122\t0.088\t0.650\t0.099\t0.535\t0.028\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-15205\t0.680\t0.050\t0.748\t0.019\t1.660\t0.042\t6350\t100\t0.159\t0.087\t0.696\t0.099\t0.550\t0.028\t-0.703\t0.078\t\n",
"OGLE-LMC-RRLYR-15207\t0.634\t0.051\t0.737\t0.019\t1.685\t0.042\t6520\t100\t0.091\t0.087\t0.607\t0.099\t0.516\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-15211\t0.605\t0.052\t0.702\t0.019\t1.637\t0.042\t6610\t100\t0.237\t0.087\t0.731\t0.099\t0.495\t0.028\t-0.533\t0.078\t\n",
"OGLE-LMC-RRLYR-15213\t0.693\t0.050\t0.769\t0.019\t1.700\t0.042\t6330\t100\t0.051\t0.087\t0.591\t0.099\t0.551\t0.028\t-0.810\t0.078\t\n",
"OGLE-LMC-RRLYR-15214\t0.730\t0.050\t0.775\t0.019\t1.658\t0.042\t6160\t99\t0.118\t0.087\t0.710\t0.099\t0.597\t0.028\t-0.821\t0.077\t\n",
"OGLE-LMC-RRLYR-15219\t0.707\t0.050\t0.755\t0.019\t1.667\t0.042\t6310\t100\t0.138\t0.087\t0.686\t0.099\t0.556\t0.028\t-0.735\t0.077\t\n",
"OGLE-LMC-RRLYR-15226\t0.657\t0.052\t0.728\t0.019\t1.672\t0.042\t6550\t100\t0.139\t0.087\t0.659\t0.099\t0.512\t0.028\t-0.654\t0.078\t\n",
"OGLE-LMC-RRLYR-15227\t0.770\t0.050\t0.763\t0.019\t1.641\t0.042\t6155\t99\t0.187\t0.087\t0.775\t0.099\t0.596\t0.028\t-0.754\t0.077\t\n",
"OGLE-LMC-RRLYR-15229\t0.677\t0.054\t0.744\t0.020\t1.706\t0.042\t6540\t100\t0.064\t0.088\t0.57\t0.10\t0.511\t0.029\t-0.731\t0.080\t\n",
"OGLE-LMC-RRLYR-15230\t0.670\t0.050\t0.773\t0.019\t1.655\t0.042\t6189\t99\t0.107\t0.087\t0.696\t0.099\t0.593\t0.028\t-0.817\t0.077\t\n",
"OGLE-LMC-RRLYR-15235\t0.651\t0.051\t0.732\t0.019\t1.690\t0.042\t6580\t100\t0.089\t0.087\t0.596\t0.099\t0.504\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-15239\t0.673\t0.051\t0.739\t0.019\t1.677\t0.042\t6470\t100\t0.135\t0.087\t0.648\t0.098\t0.523\t0.028\t-0.682\t0.078\t\n",
"OGLE-LMC-RRLYR-15240\t0.638\t0.050\t0.759\t0.019\t1.657\t0.042\t6280\t100\t0.118\t0.088\t0.68\t0.10\t0.568\t0.028\t-0.768\t0.077\t\n",
"OGLE-LMC-RRLYR-15241\t0.541\t0.050\t0.678\t0.019\t1.650\t0.042\t6840\t100\t0.206\t0.087\t0.664\t0.099\t0.443\t0.028\t-0.479\t0.077\t\n",
"OGLE-LMC-RRLYR-15242\t0.626\t0.053\t0.721\t0.020\t1.666\t0.042\t6560\t100\t0.168\t0.088\t0.660\t0.099\t0.501\t0.029\t-0.610\t0.080\t\n",
"OGLE-LMC-RRLYR-15244\t0.532\t0.050\t0.660\t0.019\t1.642\t0.042\t6940\t100\t0.257\t0.087\t0.688\t0.099\t0.421\t0.028\t-0.395\t0.077\t\n",
"OGLE-LMC-RRLYR-15245\t0.600\t0.052\t0.686\t0.020\t1.651\t0.042\t6780\t100\t0.217\t0.088\t0.690\t0.099\t0.460\t0.028\t-0.497\t0.079\t\n",
"OGLE-LMC-RRLYR-15248\t0.544\t0.050\t0.674\t0.019\t1.644\t0.042\t6840\t100\t0.224\t0.087\t0.683\t0.098\t0.443\t0.028\t-0.462\t0.077\t\n",
"OGLE-LMC-RRLYR-15250\t0.689\t0.051\t0.730\t0.019\t1.691\t0.042\t6590\t100\t0.118\t0.087\t0.626\t0.098\t0.501\t0.028\t-0.661\t0.078\t\n",
"OGLE-LMC-RRLYR-15251\t0.611\t0.054\t0.687\t0.020\t1.645\t0.042\t6750\t100\t0.227\t0.088\t0.705\t0.099\t0.467\t0.029\t-0.498\t0.080\t\n",
"OGLE-LMC-RRLYR-15253\t0.712\t0.052\t0.735\t0.019\t1.675\t0.042\t6500\t100\t0.165\t0.087\t0.691\t0.099\t0.519\t0.028\t-0.637\t0.078\t\n",
"OGLE-LMC-RRLYR-15259\t0.698\t0.050\t0.716\t0.019\t1.612\t0.042\t6390\t100\t0.297\t0.087\t0.838\t0.099\t0.543\t0.028\t-0.553\t0.078\t\n",
"OGLE-LMC-RRLYR-15261\t0.567\t0.051\t0.696\t0.019\t1.622\t0.042\t6590\t100\t0.237\t0.087\t0.747\t0.099\t0.501\t0.028\t-0.541\t0.077\t\n",
"OGLE-LMC-RRLYR-15263\t0.666\t0.051\t0.745\t0.019\t1.666\t0.042\t6400\t100\t0.139\t0.088\t0.673\t0.099\t0.538\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-15264\t0.668\t0.051\t0.730\t0.019\t1.664\t0.042\t6480\t100\t0.154\t0.087\t0.674\t0.099\t0.525\t0.028\t-0.665\t0.078\t\n",
"OGLE-LMC-RRLYR-15266\t0.667\t0.051\t0.738\t0.019\t1.695\t0.042\t6550\t100\t0.097\t0.087\t0.597\t0.099\t0.507\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-15267\t0.722\t0.075\t0.782\t0.027\t1.758\t0.050\t6450\t130\t-0.07\t0.10\t0.46\t0.11\t0.534\t0.034\t-0.90\t0.11\t\n",
"OGLE-LMC-RRLYR-15268\t0.773\t0.050\t0.781\t0.019\t1.716\t0.042\t6310\t100\t0.034\t0.087\t0.583\t0.099\t0.560\t0.028\t-0.843\t0.077\t\n",
"OGLE-LMC-RRLYR-15269\t0.612\t0.051\t0.717\t0.019\t1.653\t0.042\t6550\t100\t0.183\t0.087\t0.686\t0.099\t0.508\t0.028\t-0.609\t0.078\t\n",
"OGLE-LMC-RRLYR-15273\t0.656\t0.052\t0.733\t0.019\t1.671\t0.042\t6500\t100\t0.132\t0.088\t0.662\t0.099\t0.523\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-15276\t0.605\t0.052\t0.701\t0.020\t1.672\t0.043\t6750\t100\t0.196\t0.089\t0.65\t0.10\t0.457\t0.028\t-0.519\t0.079\t\n",
"OGLE-LMC-RRLYR-15277\t0.576\t0.050\t0.719\t0.019\t1.706\t0.042\t6740\t100\t0.064\t0.087\t0.547\t0.098\t0.468\t0.028\t-0.659\t0.078\t\n",
"OGLE-LMC-RRLYR-15280\t0.617\t0.050\t0.741\t0.019\t1.655\t0.043\t6410\t100\t0.139\t0.089\t0.66\t0.10\t0.528\t0.029\t-0.683\t0.077\t\n",
"OGLE-LMC-RRLYR-15287\t0.662\t0.052\t0.774\t0.020\t1.676\t0.043\t6240\t100\t0.077\t0.089\t0.65\t0.10\t0.579\t0.028\t-0.825\t0.079\t\n",
"OGLE-LMC-RRLYR-15288\t0.640\t0.050\t0.737\t0.019\t1.699\t0.042\t6570\t100\t0.061\t0.087\t0.576\t0.099\t0.506\t0.028\t-0.724\t0.077\t\n",
"OGLE-LMC-RRLYR-15289\t0.631\t0.053\t0.714\t0.020\t1.686\t0.042\t6690\t100\t0.120\t0.088\t0.616\t0.099\t0.479\t0.029\t-0.625\t0.080\t\n",
"OGLE-LMC-RRLYR-15291\t0.656\t0.052\t0.740\t0.020\t1.686\t0.042\t6510\t100\t0.119\t0.087\t0.627\t0.099\t0.514\t0.028\t-0.680\t0.079\t\n",
"OGLE-LMC-RRLYR-15294\t0.691\t0.050\t0.759\t0.019\t1.661\t0.043\t6280\t100\t0.131\t0.089\t0.69\t0.10\t0.566\t0.028\t-0.752\t0.078\t\n",
"OGLE-LMC-RRLYR-15297\t0.575\t0.049\t0.698\t0.019\t1.667\t0.042\t6750\t100\t0.157\t0.087\t0.626\t0.098\t0.464\t0.028\t-0.561\t0.077\t\n",
"OGLE-LMC-RRLYR-15300\t0.603\t0.053\t0.719\t0.020\t1.691\t0.042\t6700\t100\t0.117\t0.088\t0.603\t0.099\t0.476\t0.029\t-0.618\t0.080\t\n",
"OGLE-LMC-RRLYR-15307\t0.646\t0.052\t0.726\t0.019\t1.690\t0.042\t6620\t100\t0.100\t0.087\t0.605\t0.099\t0.495\t0.028\t-0.668\t0.078\t\n",
"OGLE-LMC-RRLYR-15309\t0.698\t0.051\t0.749\t0.019\t1.714\t0.042\t6530\t100\t0.063\t0.087\t0.575\t0.098\t0.512\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-15312\t0.619\t0.051\t0.716\t0.019\t1.655\t0.042\t6560\t100\t0.185\t0.089\t0.68\t0.10\t0.498\t0.028\t-0.593\t0.079\t\n",
"OGLE-LMC-RRLYR-15315\t0.629\t0.051\t0.713\t0.019\t1.687\t0.042\t6710\t100\t0.132\t0.087\t0.617\t0.098\t0.473\t0.028\t-0.606\t0.078\t\n",
"OGLE-LMC-RRLYR-15317\t0.637\t0.052\t0.759\t0.020\t1.700\t0.043\t6400\t100\t0.031\t0.089\t0.56\t0.10\t0.540\t0.028\t-0.805\t0.080\t\n",
"OGLE-LMC-RRLYR-15319\t0.577\t0.050\t0.726\t0.019\t1.665\t0.043\t6560\t100\t0.132\t0.089\t0.62\t0.10\t0.486\t0.029\t-0.625\t0.077\t\n",
"OGLE-LMC-RRLYR-15322\t0.739\t0.050\t0.773\t0.019\t1.663\t0.042\t6200\t100\t0.124\t0.087\t0.707\t0.099\t0.592\t0.028\t-0.791\t0.077\t\n",
"OGLE-LMC-RRLYR-15325\t0.703\t0.051\t0.738\t0.019\t1.691\t0.042\t6520\t100\t0.099\t0.087\t0.614\t0.099\t0.516\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-15327\t0.576\t0.053\t0.694\t0.020\t1.645\t0.042\t6700\t100\t0.199\t0.088\t0.694\t0.099\t0.478\t0.028\t-0.542\t0.079\t\n",
"OGLE-LMC-RRLYR-15330\t0.608\t0.054\t0.709\t0.020\t1.645\t0.043\t6590\t100\t0.222\t0.089\t0.71\t0.10\t0.497\t0.029\t-0.551\t0.081\t\n",
"OGLE-LMC-RRLYR-15332\t0.698\t0.050\t0.795\t0.019\t1.759\t0.042\t6357\t99\t-0.100\t0.087\t0.437\t0.099\t0.547\t0.028\t-0.952\t0.078\t\n",
"OGLE-LMC-RRLYR-15334\t0.699\t0.050\t0.812\t0.019\t1.826\t0.042\t6480\t100\t-0.252\t0.087\t0.278\t0.098\t0.528\t0.028\t-1.068\t0.078\t\n",
"OGLE-LMC-RRLYR-15335\t0.646\t0.052\t0.707\t0.019\t1.669\t0.042\t6690\t100\t0.160\t0.087\t0.652\t0.099\t0.481\t0.028\t-0.586\t0.078\t\n",
"OGLE-LMC-RRLYR-15336\t0.645\t0.052\t0.733\t0.020\t1.723\t0.042\t6680\t100\t0.066\t0.088\t0.546\t0.099\t0.474\t0.028\t-0.676\t0.079\t\n",
"OGLE-LMC-RRLYR-15339\t0.689\t0.056\t0.757\t0.022\t1.666\t0.043\t6320\t110\t0.140\t0.091\t0.68\t0.10\t0.557\t0.030\t-0.724\t0.085\t\n",
"OGLE-LMC-RRLYR-15342\t0.657\t0.054\t0.724\t0.020\t1.706\t0.043\t6700\t100\t0.081\t0.089\t0.56\t0.10\t0.477\t0.028\t-0.659\t0.081\t\n",
"OGLE-LMC-RRLYR-15345\t0.678\t0.050\t0.754\t0.019\t1.640\t0.042\t6250\t100\t0.173\t0.088\t0.74\t0.10\t0.575\t0.028\t-0.723\t0.077\t\n",
"OGLE-LMC-RRLYR-15355\t0.569\t0.050\t0.685\t0.019\t1.645\t0.042\t6770\t100\t0.215\t0.087\t0.685\t0.098\t0.461\t0.028\t-0.498\t0.078\t\n",
"OGLE-LMC-RRLYR-15358\t0.561\t0.052\t0.737\t0.019\t1.722\t0.042\t6680\t100\t0.010\t0.087\t0.500\t0.099\t0.485\t0.029\t-0.739\t0.079\t\n",
"OGLE-LMC-RRLYR-15359\t0.678\t0.055\t0.736\t0.020\t1.710\t0.042\t6620\t100\t0.060\t0.088\t0.563\t0.099\t0.496\t0.028\t-0.708\t0.080\t\n",
"OGLE-LMC-RRLYR-15366\t0.622\t0.051\t0.757\t0.019\t1.738\t0.042\t6570\t100\t-0.039\t0.087\t0.467\t0.099\t0.504\t0.028\t-0.824\t0.079\t\n",
"OGLE-LMC-RRLYR-15369\t0.646\t0.053\t0.729\t0.020\t1.692\t0.042\t6600\t100\t0.111\t0.088\t0.602\t0.099\t0.495\t0.029\t-0.660\t0.080\t\n",
"OGLE-LMC-RRLYR-15371\t0.650\t0.050\t0.753\t0.019\t1.637\t0.042\t6230\t100\t0.169\t0.087\t0.741\t0.099\t0.576\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-15372\t0.636\t0.052\t0.729\t0.020\t1.706\t0.042\t6670\t100\t0.067\t0.087\t0.561\t0.098\t0.485\t0.028\t-0.684\t0.079\t\n",
"OGLE-LMC-RRLYR-15374\t0.528\t0.050\t0.704\t0.019\t1.678\t0.042\t6750\t100\t0.119\t0.087\t0.591\t0.098\t0.463\t0.028\t-0.597\t0.078\t\n",
"OGLE-LMC-RRLYR-15375\t0.653\t0.050\t0.753\t0.019\t1.643\t0.042\t6278\t99\t0.157\t0.088\t0.723\t0.099\t0.571\t0.028\t-0.732\t0.077\t\n",
"OGLE-LMC-RRLYR-15376\t0.561\t0.050\t0.736\t0.019\t1.718\t0.042\t6660\t100\t0.010\t0.087\t0.500\t0.099\t0.484\t0.028\t-0.740\t0.078\t\n",
"OGLE-LMC-RRLYR-15378\t0.626\t0.051\t0.718\t0.019\t1.682\t0.042\t6650\t100\t0.118\t0.087\t0.612\t0.099\t0.487\t0.028\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-15384\t0.645\t0.051\t0.718\t0.019\t1.667\t0.042\t6590\t100\t0.184\t0.088\t0.68\t0.10\t0.498\t0.028\t-0.594\t0.078\t\n",
"OGLE-LMC-RRLYR-15386\t0.634\t0.051\t0.761\t0.019\t1.741\t0.042\t6560\t100\t-0.050\t0.087\t0.466\t0.099\t0.511\t0.028\t-0.840\t0.078\t\n",
"OGLE-LMC-RRLYR-15389\t0.682\t0.050\t0.769\t0.019\t1.727\t0.042\t6440\t100\t-0.031\t0.087\t0.515\t0.099\t0.534\t0.028\t-0.851\t0.078\t\n",
"OGLE-LMC-RRLYR-15390\t0.637\t0.051\t0.715\t0.019\t1.656\t0.042\t6570\t100\t0.201\t0.087\t0.700\t0.098\t0.502\t0.028\t-0.581\t0.078\t\n",
"OGLE-LMC-RRLYR-15394\t0.591\t0.050\t0.742\t0.019\t1.748\t0.042\t6730\t100\t-0.037\t0.087\t0.442\t0.098\t0.471\t0.028\t-0.769\t0.078\t\n",
"OGLE-LMC-RRLYR-15399\t0.712\t0.051\t0.756\t0.019\t1.718\t0.042\t6490\t100\t0.032\t0.087\t0.559\t0.099\t0.524\t0.028\t-0.786\t0.078\t\n",
"OGLE-LMC-RRLYR-15400\t0.650\t0.050\t0.723\t0.019\t1.664\t0.042\t6540\t100\t0.182\t0.087\t0.694\t0.099\t0.509\t0.028\t-0.618\t0.078\t\n",
"OGLE-LMC-RRLYR-15402\t0.753\t0.051\t0.765\t0.019\t1.694\t0.042\t6350\t100\t0.120\t0.087\t0.657\t0.099\t0.547\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-15409\t0.596\t0.051\t0.698\t0.019\t1.632\t0.042\t6620\t100\t0.224\t0.088\t0.722\t0.099\t0.496\t0.028\t-0.543\t0.078\t\n",
"OGLE-LMC-RRLYR-15411\t0.598\t0.050\t0.733\t0.019\t1.674\t0.043\t6550\t100\t0.097\t0.090\t0.59\t0.10\t0.493\t0.029\t-0.667\t0.078\t\n",
"OGLE-LMC-RRLYR-15412\t0.709\t0.051\t0.729\t0.020\t1.679\t0.042\t6560\t100\t0.167\t0.088\t0.671\t0.099\t0.506\t0.028\t-0.624\t0.079\t\n",
"OGLE-LMC-RRLYR-15414\t0.644\t0.051\t0.778\t0.020\t1.742\t0.042\t6420\t100\t-0.060\t0.087\t0.467\t0.099\t0.532\t0.028\t-0.885\t0.079\t\n",
"OGLE-LMC-RRLYR-15421\t0.610\t0.051\t0.772\t0.020\t1.743\t0.042\t6470\t100\t-0.079\t0.088\t0.444\t0.099\t0.523\t0.029\t-0.890\t0.080\t\n",
"OGLE-LMC-RRLYR-15422\t0.713\t0.050\t0.813\t0.019\t1.827\t0.042\t6480\t100\t-0.253\t0.087\t0.282\t0.098\t0.530\t0.028\t-1.076\t0.078\t\n",
"OGLE-LMC-RRLYR-15432\t0.545\t0.051\t0.671\t0.019\t1.647\t0.042\t6890\t100\t0.244\t0.087\t0.684\t0.099\t0.429\t0.029\t-0.419\t0.078\t\n",
"OGLE-LMC-RRLYR-15433\t0.704\t0.050\t0.760\t0.019\t1.693\t0.042\t6370\t100\t0.080\t0.087\t0.619\t0.098\t0.545\t0.028\t-0.770\t0.077\t\n",
"OGLE-LMC-RRLYR-15434\t0.588\t0.050\t0.738\t0.019\t1.739\t0.041\t6730\t100\t-0.021\t0.087\t0.464\t0.098\t0.474\t0.028\t-0.755\t0.077\t\n",
"OGLE-LMC-RRLYR-15435\t0.533\t0.049\t0.703\t0.019\t1.684\t0.041\t6780\t100\t0.110\t0.087\t0.577\t0.098\t0.457\t0.028\t-0.600\t0.077\t\n",
"OGLE-LMC-RRLYR-15440\t0.543\t0.050\t0.688\t0.019\t1.643\t0.042\t6730\t100\t0.216\t0.087\t0.694\t0.098\t0.466\t0.028\t-0.509\t0.077\t\n",
"OGLE-LMC-RRLYR-15444\t0.663\t0.051\t0.742\t0.019\t1.696\t0.042\t6520\t100\t0.081\t0.087\t0.596\t0.099\t0.515\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-15445\t0.553\t0.053\t0.678\t0.020\t1.640\t0.042\t6800\t100\t0.233\t0.088\t0.702\t0.099\t0.455\t0.028\t-0.471\t0.080\t\n",
"OGLE-LMC-RRLYR-15447\t0.688\t0.050\t0.749\t0.019\t1.678\t0.042\t6400\t100\t0.131\t0.087\t0.656\t0.099\t0.536\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-15448\t0.673\t0.050\t0.750\t0.019\t1.651\t0.042\t6312\t99\t0.157\t0.087\t0.706\t0.099\t0.558\t0.028\t-0.718\t0.077\t\n",
"OGLE-LMC-RRLYR-15451\t0.568\t0.051\t0.666\t0.019\t1.557\t0.042\t6580\t100\t0.391\t0.087\t0.902\t0.099\t0.507\t0.028\t-0.394\t0.078\t\n",
"OGLE-LMC-RRLYR-15452\t0.664\t0.052\t0.737\t0.019\t1.677\t0.042\t6490\t100\t0.116\t0.087\t0.628\t0.099\t0.522\t0.028\t-0.695\t0.078\t\n",
"OGLE-LMC-RRLYR-15462\t0.692\t0.053\t0.769\t0.020\t1.713\t0.043\t6380\t100\t0.004\t0.089\t0.54\t0.10\t0.548\t0.029\t-0.845\t0.080\t\n",
"OGLE-LMC-RRLYR-15463\t0.692\t0.052\t0.747\t0.020\t1.705\t0.042\t6510\t100\t0.073\t0.088\t0.589\t0.099\t0.517\t0.029\t-0.737\t0.080\t\n",
"OGLE-LMC-RRLYR-15467\t0.656\t0.058\t0.722\t0.021\t1.649\t0.043\t6500\t100\t0.198\t0.089\t0.72\t0.10\t0.521\t0.029\t-0.609\t0.083\t\n",
"OGLE-LMC-RRLYR-15469\t0.613\t0.051\t0.720\t0.019\t1.701\t0.042\t6710\t100\t0.105\t0.087\t0.583\t0.098\t0.470\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-15470\t0.668\t0.053\t0.716\t0.020\t1.665\t0.042\t6600\t100\t0.191\t0.087\t0.687\t0.099\t0.497\t0.029\t-0.583\t0.079\t\n",
"OGLE-LMC-RRLYR-15472\t0.690\t0.051\t0.792\t0.019\t1.765\t0.042\t6400\t100\t-0.119\t0.088\t0.423\t0.099\t0.544\t0.028\t-0.960\t0.079\t\n",
"OGLE-LMC-RRLYR-15475\t0.567\t0.052\t0.690\t0.020\t1.614\t0.042\t6610\t100\t0.283\t0.089\t0.77\t0.10\t0.492\t0.028\t-0.482\t0.080\t\n",
"OGLE-LMC-RRLYR-15478\t0.684\t0.051\t0.774\t0.019\t1.711\t0.042\t6340\t100\t0.016\t0.087\t0.556\t0.099\t0.550\t0.028\t-0.842\t0.078\t\n",
"OGLE-LMC-RRLYR-15479\t0.763\t0.051\t0.768\t0.019\t1.734\t0.042\t6470\t100\t0.016\t0.087\t0.546\t0.099\t0.529\t0.028\t-0.809\t0.078\t\n",
"OGLE-LMC-RRLYR-15480\t0.731\t0.050\t0.762\t0.019\t1.661\t0.042\t6260\t100\t0.148\t0.087\t0.713\t0.099\t0.573\t0.028\t-0.746\t0.077\t\n",
"OGLE-LMC-RRLYR-15483\t0.564\t0.050\t0.722\t0.019\t1.683\t0.042\t6630\t100\t0.091\t0.087\t0.586\t0.099\t0.491\t0.028\t-0.671\t0.077\t\n",
"OGLE-LMC-RRLYR-15486\t0.691\t0.050\t0.754\t0.019\t1.687\t0.042\t6400\t100\t0.107\t0.087\t0.634\t0.098\t0.536\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-15493\t0.644\t0.050\t0.724\t0.019\t1.690\t0.042\t6640\t100\t0.101\t0.087\t0.606\t0.098\t0.492\t0.028\t-0.662\t0.077\t\n",
"OGLE-LMC-RRLYR-15496\t0.777\t0.050\t0.743\t0.019\t1.668\t0.042\t6410\t100\t0.184\t0.087\t0.730\t0.098\t0.543\t0.028\t-0.666\t0.077\t\n",
"OGLE-LMC-RRLYR-15505\t0.634\t0.053\t0.736\t0.020\t1.631\t0.042\t6320\t100\t0.193\t0.088\t0.746\t0.099\t0.558\t0.029\t-0.678\t0.079\t\n",
"OGLE-LMC-RRLYR-15506\t0.582\t0.052\t0.694\t0.020\t1.649\t0.042\t6720\t100\t0.202\t0.088\t0.691\t0.099\t0.475\t0.029\t-0.533\t0.079\t\n",
"OGLE-LMC-RRLYR-15509\t0.689\t0.050\t0.775\t0.019\t1.680\t0.042\t6240\t100\t0.057\t0.087\t0.637\t0.099\t0.581\t0.028\t-0.840\t0.077\t\n",
"OGLE-LMC-RRLYR-15511\t0.745\t0.050\t0.766\t0.019\t1.705\t0.042\t6370\t100\t0.068\t0.087\t0.596\t0.099\t0.541\t0.028\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-15512\t0.717\t0.051\t0.763\t0.019\t1.691\t0.042\t6350\t100\t0.082\t0.088\t0.620\t0.099\t0.550\t0.028\t-0.771\t0.078\t\n",
"OGLE-LMC-RRLYR-15514\t0.608\t0.051\t0.696\t0.019\t1.659\t0.042\t6730\t100\t0.189\t0.087\t0.669\t0.098\t0.468\t0.028\t-0.538\t0.078\t\n",
"OGLE-LMC-RRLYR-15515\t0.606\t0.054\t0.707\t0.020\t1.684\t0.043\t6750\t100\t0.134\t0.089\t0.62\t0.10\t0.470\t0.028\t-0.594\t0.081\t\n",
"OGLE-LMC-RRLYR-15521\t0.614\t0.050\t0.767\t0.019\t1.712\t0.042\t6390\t100\t-0.001\t0.087\t0.527\t0.099\t0.537\t0.028\t-0.840\t0.078\t\n",
"OGLE-LMC-RRLYR-15524\t0.643\t0.050\t0.752\t0.019\t1.676\t0.043\t6410\t100\t0.095\t0.089\t0.62\t0.10\t0.529\t0.028\t-0.726\t0.078\t\n",
"OGLE-LMC-RRLYR-15525\t0.730\t0.050\t0.752\t0.019\t1.689\t0.042\t6410\t100\t0.117\t0.088\t0.644\t0.099\t0.528\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-15531\t0.601\t0.052\t0.695\t0.019\t1.634\t0.042\t6650\t100\t0.215\t0.087\t0.721\t0.099\t0.489\t0.028\t-0.544\t0.079\t\n",
"OGLE-LMC-RRLYR-15534\t0.685\t0.050\t0.764\t0.019\t1.680\t0.042\t6326\t99\t0.099\t0.087\t0.645\t0.099\t0.556\t0.028\t-0.769\t0.077\t\n",
"OGLE-LMC-RRLYR-15536\t0.570\t0.050\t0.693\t0.019\t1.650\t0.042\t6730\t100\t0.217\t0.087\t0.680\t0.099\t0.462\t0.028\t-0.501\t0.077\t\n",
"OGLE-LMC-RRLYR-15537\t0.634\t0.050\t0.759\t0.019\t1.704\t0.042\t6420\t100\t0.029\t0.087\t0.552\t0.099\t0.532\t0.028\t-0.800\t0.078\t\n",
"OGLE-LMC-RRLYR-15538\t0.634\t0.050\t0.749\t0.019\t1.633\t0.042\t6260\t99\t0.173\t0.087\t0.742\t0.099\t0.575\t0.028\t-0.724\t0.077\t\n",
"OGLE-LMC-RRLYR-15539\t0.708\t0.053\t0.798\t0.020\t1.801\t0.042\t6490\t110\t-0.181\t0.088\t0.348\t0.099\t0.525\t0.029\t-0.998\t0.082\t\n",
"OGLE-LMC-RRLYR-15543\t0.624\t0.058\t0.716\t0.021\t1.719\t0.043\t6810\t110\t0.067\t0.090\t0.52\t0.10\t0.453\t0.029\t-0.633\t0.084\t\n",
"OGLE-LMC-RRLYR-15546\t0.721\t0.051\t0.772\t0.019\t1.704\t0.042\t6330\t100\t0.052\t0.087\t0.599\t0.098\t0.554\t0.028\t-0.811\t0.078\t\n",
"OGLE-LMC-RRLYR-15551\t0.714\t0.052\t0.740\t0.019\t1.692\t0.042\t6530\t100\t0.121\t0.087\t0.638\t0.099\t0.516\t0.028\t-0.684\t0.078\t\n",
"OGLE-LMC-RRLYR-15554\t0.616\t0.051\t0.714\t0.019\t1.673\t0.042\t6650\t100\t0.140\t0.087\t0.634\t0.099\t0.487\t0.028\t-0.616\t0.078\t\n",
"OGLE-LMC-RRLYR-15556\t0.645\t0.050\t0.753\t0.019\t1.696\t0.042\t6430\t100\t0.051\t0.087\t0.576\t0.099\t0.532\t0.028\t-0.775\t0.078\t\n",
"OGLE-LMC-RRLYR-15558\t0.619\t0.050\t0.735\t0.019\t1.609\t0.042\t6280\t100\t0.239\t0.088\t0.79\t0.10\t0.567\t0.029\t-0.649\t0.077\t\n",
"OGLE-LMC-RRLYR-15562\t0.657\t0.051\t0.732\t0.019\t1.686\t0.042\t6570\t100\t0.134\t0.087\t0.641\t0.099\t0.503\t0.028\t-0.647\t0.078\t\n",
"OGLE-LMC-RRLYR-15563\t0.563\t0.050\t0.723\t0.019\t1.692\t0.042\t6660\t100\t0.070\t0.087\t0.563\t0.099\t0.486\t0.028\t-0.680\t0.078\t\n",
"OGLE-LMC-RRLYR-15573\t0.595\t0.050\t0.686\t0.019\t1.601\t0.042\t6570\t100\t0.300\t0.087\t0.815\t0.099\t0.505\t0.028\t-0.484\t0.078\t\n",
"OGLE-LMC-RRLYR-15575\t0.643\t0.050\t0.736\t0.019\t1.592\t0.042\t6199\t99\t0.265\t0.087\t0.850\t0.099\t0.590\t0.028\t-0.663\t0.077\t\n",
"OGLE-LMC-RRLYR-15576\t0.665\t0.053\t0.727\t0.020\t1.720\t0.042\t6720\t100\t0.057\t0.088\t0.531\t0.099\t0.471\t0.028\t-0.675\t0.079\t\n",
"OGLE-LMC-RRLYR-15578\t0.618\t0.051\t0.726\t0.019\t1.688\t0.042\t6620\t100\t0.110\t0.087\t0.615\t0.099\t0.493\t0.028\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-15581\t0.581\t0.050\t0.717\t0.019\t1.689\t0.042\t6690\t100\t0.099\t0.087\t0.577\t0.098\t0.476\t0.028\t-0.641\t0.078\t\n",
"OGLE-LMC-RRLYR-15584\t0.676\t0.051\t0.767\t0.019\t1.722\t0.042\t6420\t100\t-0.011\t0.088\t0.51\t0.10\t0.535\t0.028\t-0.840\t0.079\t\n",
"OGLE-LMC-RRLYR-15586\t0.754\t0.051\t0.768\t0.019\t1.742\t0.042\t6500\t100\t0.013\t0.087\t0.532\t0.098\t0.519\t0.028\t-0.796\t0.078\t\n",
"OGLE-LMC-RRLYR-15587\t0.702\t0.050\t0.750\t0.019\t1.670\t0.042\t6360\t100\t0.133\t0.087\t0.675\t0.098\t0.549\t0.028\t-0.725\t0.077\t\n",
"OGLE-LMC-RRLYR-15588\t0.580\t0.050\t0.722\t0.019\t1.602\t0.042\t6360\t100\t0.253\t0.088\t0.80\t0.10\t0.550\t0.028\t-0.605\t0.077\t\n",
"OGLE-LMC-RRLYR-15589\t0.755\t0.050\t0.773\t0.019\t1.686\t0.042\t6260\t100\t0.097\t0.087\t0.652\t0.099\t0.567\t0.028\t-0.792\t0.078\t\n",
"OGLE-LMC-RRLYR-15591\t0.726\t0.053\t0.738\t0.020\t1.710\t0.042\t6610\t100\t0.092\t0.088\t0.596\t0.099\t0.498\t0.028\t-0.680\t0.079\t\n",
"OGLE-LMC-RRLYR-15592\t0.601\t0.051\t0.709\t0.019\t1.643\t0.042\t6580\t100\t0.218\t0.087\t0.727\t0.099\t0.502\t0.028\t-0.561\t0.078\t\n",
"OGLE-LMC-RRLYR-15593\t0.647\t0.051\t0.772\t0.019\t1.777\t0.042\t6610\t100\t-0.119\t0.087\t0.391\t0.098\t0.501\t0.028\t-0.900\t0.079\t\n",
"OGLE-LMC-RRLYR-15595\t0.642\t0.050\t0.738\t0.019\t1.627\t0.042\t6310\t100\t0.214\t0.088\t0.765\t0.099\t0.562\t0.028\t-0.661\t0.078\t\n",
"OGLE-LMC-RRLYR-15599\t0.642\t0.051\t0.769\t0.019\t1.791\t0.042\t6680\t100\t-0.141\t0.087\t0.352\t0.099\t0.485\t0.028\t-0.893\t0.079\t\n",
"OGLE-LMC-RRLYR-15605\t0.709\t0.050\t0.751\t0.019\t1.639\t0.042\t6247\t99\t0.203\t0.087\t0.767\t0.099\t0.574\t0.028\t-0.704\t0.077\t\n",
"OGLE-LMC-RRLYR-15611\t0.659\t0.052\t0.721\t0.019\t1.678\t0.042\t6600\t100\t0.134\t0.088\t0.630\t0.099\t0.498\t0.029\t-0.640\t0.079\t\n",
"OGLE-LMC-RRLYR-15612\t0.555\t0.050\t0.729\t0.019\t1.752\t0.042\t6840\t100\t-0.030\t0.087\t0.423\t0.098\t0.447\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-15613\t0.660\t0.053\t0.706\t0.020\t1.611\t0.042\t6460\t100\t0.268\t0.088\t0.796\t0.099\t0.532\t0.028\t-0.561\t0.079\t\n",
"OGLE-LMC-RRLYR-15616\t0.615\t0.050\t0.823\t0.019\t1.838\t0.043\t6430\t110\t-0.317\t0.090\t0.19\t0.10\t0.514\t0.030\t-1.117\t0.078\t\n",
"OGLE-LMC-RRLYR-15618\t0.658\t0.051\t0.731\t0.019\t1.713\t0.042\t6670\t100\t0.064\t0.087\t0.554\t0.098\t0.482\t0.028\t-0.684\t0.078\t\n",
"OGLE-LMC-RRLYR-15619\t0.618\t0.050\t0.790\t0.019\t1.780\t0.043\t6490\t100\t-0.164\t0.088\t0.34\t0.10\t0.509\t0.029\t-0.953\t0.077\t\n",
"OGLE-LMC-RRLYR-15620\t0.665\t0.051\t0.754\t0.019\t1.737\t0.042\t6580\t100\t-0.011\t0.087\t0.505\t0.098\t0.503\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-15624\t0.621\t0.051\t0.724\t0.019\t1.700\t0.042\t6670\t100\t0.107\t0.087\t0.594\t0.099\t0.479\t0.028\t-0.642\t0.078\t\n",
"OGLE-LMC-RRLYR-15627\t0.670\t0.050\t0.753\t0.019\t1.678\t0.042\t6380\t100\t0.113\t0.087\t0.643\t0.099\t0.541\t0.028\t-0.734\t0.077\t\n",
"OGLE-LMC-RRLYR-15628\t0.526\t0.051\t0.663\t0.019\t1.615\t0.042\t6820\t100\t0.289\t0.088\t0.738\t0.099\t0.451\t0.028\t-0.410\t0.079\t\n",
"OGLE-LMC-RRLYR-15631\t0.662\t0.052\t0.725\t0.020\t1.714\t0.042\t6710\t100\t0.061\t0.088\t0.551\t0.099\t0.474\t0.028\t-0.675\t0.079\t\n",
"OGLE-LMC-RRLYR-15632\t0.689\t0.050\t0.746\t0.019\t1.695\t0.042\t6480\t100\t0.090\t0.087\t0.613\t0.098\t0.524\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-15635\t0.620\t0.050\t0.735\t0.019\t1.711\t0.042\t6630\t100\t0.042\t0.087\t0.534\t0.099\t0.490\t0.028\t-0.721\t0.077\t\n",
"OGLE-LMC-RRLYR-15638\t0.701\t0.050\t0.773\t0.019\t1.707\t0.042\t6330\t100\t0.033\t0.087\t0.574\t0.099\t0.552\t0.028\t-0.830\t0.077\t\n",
"OGLE-LMC-RRLYR-15642\t0.551\t0.050\t0.669\t0.019\t1.595\t0.042\t6680\t100\t0.287\t0.087\t0.788\t0.099\t0.480\t0.028\t-0.458\t0.077\t\n",
"OGLE-LMC-RRLYR-15643\t0.600\t0.051\t0.710\t0.019\t1.645\t0.042\t6560\t100\t0.194\t0.087\t0.697\t0.099\t0.504\t0.028\t-0.595\t0.078\t\n",
"OGLE-LMC-RRLYR-15651\t0.734\t0.050\t0.773\t0.019\t1.695\t0.042\t6300\t100\t0.075\t0.087\t0.622\t0.099\t0.562\t0.028\t-0.799\t0.078\t\n",
"OGLE-LMC-RRLYR-15652\t0.572\t0.050\t0.717\t0.019\t1.717\t0.042\t6810\t100\t0.050\t0.087\t0.510\t0.098\t0.454\t0.028\t-0.651\t0.078\t\n",
"OGLE-LMC-RRLYR-15656\t0.698\t0.052\t0.749\t0.020\t1.709\t0.042\t6510\t100\t0.062\t0.087\t0.575\t0.099\t0.518\t0.028\t-0.746\t0.079\t\n",
"OGLE-LMC-RRLYR-15661\t0.647\t0.051\t0.765\t0.019\t1.762\t0.042\t6610\t100\t-0.081\t0.087\t0.428\t0.098\t0.499\t0.028\t-0.855\t0.078\t\n",
"OGLE-LMC-RRLYR-15665\t0.680\t0.054\t0.759\t0.020\t1.680\t0.042\t6350\t110\t0.107\t0.088\t0.651\t0.099\t0.549\t0.029\t-0.749\t0.080\t\n",
"OGLE-LMC-RRLYR-15668\t0.704\t0.050\t0.768\t0.019\t1.674\t0.042\t6260\t100\t0.100\t0.087\t0.666\t0.099\t0.572\t0.028\t-0.788\t0.077\t\n",
"OGLE-LMC-RRLYR-15672\t0.638\t0.056\t0.705\t0.020\t1.663\t0.042\t6670\t100\t0.163\t0.089\t0.664\t0.099\t0.483\t0.029\t-0.588\t0.082\t\n",
"OGLE-LMC-RRLYR-15675\t0.649\t0.051\t0.724\t0.019\t1.656\t0.042\t6490\t100\t0.164\t0.087\t0.680\t0.099\t0.521\t0.028\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-15678\t0.576\t0.050\t0.753\t0.019\t1.677\t0.044\t6400\t100\t0.074\t0.091\t0.60\t0.10\t0.532\t0.029\t-0.756\t0.078\t\n",
"OGLE-LMC-RRLYR-15682\t0.656\t0.051\t0.738\t0.019\t1.693\t0.042\t6540\t100\t0.090\t0.087\t0.603\t0.098\t0.512\t0.028\t-0.706\t0.078\t\n",
"OGLE-LMC-RRLYR-15694\t0.576\t0.051\t0.746\t0.019\t1.752\t0.042\t6720\t100\t-0.059\t0.087\t0.424\t0.099\t0.472\t0.028\t-0.792\t0.078\t\n",
"OGLE-LMC-RRLYR-15697\t0.525\t0.051\t0.694\t0.019\t1.644\t0.042\t6700\t100\t0.197\t0.087\t0.681\t0.099\t0.474\t0.028\t-0.537\t0.078\t\n",
"OGLE-LMC-RRLYR-15698\t0.655\t0.052\t0.777\t0.020\t1.753\t0.042\t6470\t100\t-0.087\t0.088\t0.435\t0.099\t0.525\t0.029\t-0.898\t0.080\t\n",
"OGLE-LMC-RRLYR-15706\t0.631\t0.050\t0.826\t0.019\t1.836\t0.042\t6410\t100\t-0.294\t0.088\t0.222\t0.099\t0.528\t0.028\t-1.122\t0.078\t\n",
"OGLE-LMC-RRLYR-15707\t0.647\t0.050\t0.772\t0.019\t1.707\t0.042\t6341\t99\t-0.000\t0.087\t0.548\t0.099\t0.553\t0.028\t-0.860\t0.077\t\n",
"OGLE-LMC-RRLYR-15716\t0.770\t0.051\t0.777\t0.019\t1.710\t0.042\t6300\t100\t0.041\t0.088\t0.591\t0.099\t0.561\t0.028\t-0.836\t0.078\t\n",
"OGLE-LMC-RRLYR-15717\t0.609\t0.051\t0.754\t0.019\t1.724\t0.042\t6530\t100\t-0.015\t0.088\t0.501\t0.099\t0.513\t0.028\t-0.810\t0.078\t\n",
"OGLE-LMC-RRLYR-15718\t0.568\t0.052\t0.678\t0.020\t1.650\t0.042\t6840\t100\t0.227\t0.088\t0.682\t0.099\t0.446\t0.029\t-0.463\t0.080\t\n",
"OGLE-LMC-RRLYR-15721\t0.660\t0.052\t0.735\t0.020\t1.714\t0.042\t6640\t100\t0.051\t0.088\t0.553\t0.098\t0.491\t0.028\t-0.708\t0.080\t\n",
"OGLE-LMC-RRLYR-15724\t0.642\t0.052\t0.730\t0.020\t1.639\t0.042\t6400\t100\t0.190\t0.088\t0.71\t0.10\t0.538\t0.028\t-0.651\t0.079\t\n",
"OGLE-LMC-RRLYR-15725\t0.620\t0.062\t0.734\t0.022\t1.732\t0.045\t6720\t110\t0.007\t0.093\t0.48\t0.10\t0.472\t0.031\t-0.723\t0.090\t\n",
"OGLE-LMC-RRLYR-15727\t0.657\t0.051\t0.732\t0.019\t1.697\t0.042\t6610\t100\t0.083\t0.087\t0.594\t0.099\t0.500\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-15729\t0.644\t0.053\t0.716\t0.020\t1.677\t0.042\t6640\t100\t0.140\t0.087\t0.645\t0.099\t0.491\t0.028\t-0.624\t0.079\t\n",
"OGLE-LMC-RRLYR-15732\t0.643\t0.050\t0.756\t0.019\t1.664\t0.042\t6344\t99\t0.122\t0.088\t0.666\t0.099\t0.552\t0.028\t-0.741\t0.077\t\n",
"OGLE-LMC-RRLYR-15737\t0.625\t0.050\t0.758\t0.019\t1.768\t0.042\t6680\t100\t-0.090\t0.087\t0.400\t0.098\t0.483\t0.028\t-0.840\t0.077\t\n",
"OGLE-LMC-RRLYR-15739\t0.606\t0.050\t0.731\t0.019\t1.632\t0.043\t6400\t100\t0.192\t0.089\t0.72\t0.10\t0.531\t0.028\t-0.633\t0.077\t\n",
"OGLE-LMC-RRLYR-15741\t0.571\t0.050\t0.715\t0.019\t1.700\t0.042\t6740\t100\t0.075\t0.087\t0.546\t0.098\t0.467\t0.028\t-0.650\t0.078\t\n",
"OGLE-LMC-RRLYR-15742\t0.712\t0.058\t0.773\t0.021\t1.736\t0.044\t6440\t110\t-0.029\t0.091\t0.50\t0.10\t0.536\t0.029\t-0.863\t0.085\t\n",
"OGLE-LMC-RRLYR-15751\t0.656\t0.051\t0.723\t0.019\t1.550\t0.043\t6120\t100\t0.292\t0.089\t0.94\t0.10\t0.628\t0.030\t-0.674\t0.078\t\n",
"OGLE-LMC-RRLYR-15752\t0.620\t0.050\t0.743\t0.019\t1.663\t0.042\t6390\t100\t0.117\t0.087\t0.653\t0.099\t0.542\t0.028\t-0.724\t0.078\t\n",
"OGLE-LMC-RRLYR-15754\t0.577\t0.052\t0.709\t0.019\t1.645\t0.042\t6590\t100\t0.191\t0.087\t0.695\t0.099\t0.500\t0.028\t-0.587\t0.078\t\n",
"OGLE-LMC-RRLYR-15759\t0.579\t0.050\t0.716\t0.019\t1.677\t0.042\t6660\t100\t0.140\t0.087\t0.634\t0.099\t0.483\t0.028\t-0.609\t0.077\t\n",
"OGLE-LMC-RRLYR-15761\t0.670\t0.050\t0.752\t0.019\t1.642\t0.042\t6260\t100\t0.163\t0.087\t0.728\t0.099\t0.573\t0.028\t-0.732\t0.077\t\n",
"OGLE-LMC-RRLYR-15764\t0.736\t0.050\t0.769\t0.019\t1.687\t0.042\t6290\t100\t0.102\t0.087\t0.651\t0.099\t0.561\t0.028\t-0.780\t0.078\t\n",
"OGLE-LMC-RRLYR-15766\t0.753\t0.050\t0.776\t0.019\t1.692\t0.042\t6258\t99\t0.086\t0.087\t0.641\t0.099\t0.566\t0.028\t-0.803\t0.077\t\n",
"OGLE-LMC-RRLYR-15774\t0.699\t0.051\t0.747\t0.019\t1.702\t0.042\t6500\t100\t0.063\t0.087\t0.585\t0.099\t0.521\t0.028\t-0.751\t0.078\t\n",
"OGLE-LMC-RRLYR-15780\t0.644\t0.051\t0.734\t0.019\t1.668\t0.042\t6470\t100\t0.134\t0.087\t0.651\t0.099\t0.524\t0.028\t-0.682\t0.078\t\n",
"OGLE-LMC-RRLYR-15781\t0.607\t0.054\t0.696\t0.020\t1.683\t0.042\t6820\t100\t0.146\t0.089\t0.611\t0.099\t0.451\t0.029\t-0.555\t0.083\t\n",
"OGLE-LMC-RRLYR-15782\t0.569\t0.051\t0.719\t0.019\t1.692\t0.042\t6670\t100\t0.078\t0.088\t0.562\t0.099\t0.475\t0.029\t-0.667\t0.078\t\n",
"OGLE-LMC-RRLYR-15784\t0.681\t0.050\t0.758\t0.019\t1.644\t0.042\t6234\t99\t0.158\t0.087\t0.733\t0.099\t0.580\t0.028\t-0.744\t0.077\t\n",
"OGLE-LMC-RRLYR-15788\t0.687\t0.051\t0.776\t0.020\t1.748\t0.042\t6460\t100\t-0.069\t0.088\t0.458\t0.099\t0.529\t0.028\t-0.891\t0.079\t\n",
"OGLE-LMC-RRLYR-15789\t0.658\t0.051\t0.740\t0.019\t1.665\t0.042\t6430\t100\t0.137\t0.088\t0.672\t0.099\t0.533\t0.028\t-0.694\t0.078\t\n",
"OGLE-LMC-RRLYR-15790\t0.660\t0.051\t0.737\t0.019\t1.680\t0.042\t6500\t100\t0.126\t0.087\t0.639\t0.098\t0.518\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-15793\t0.666\t0.051\t0.787\t0.019\t1.773\t0.042\t6470\t100\t-0.133\t0.087\t0.399\t0.098\t0.528\t0.028\t-0.953\t0.079\t\n",
"OGLE-LMC-RRLYR-15795\t0.664\t0.050\t0.753\t0.019\t1.657\t0.042\t6333\t99\t0.137\t0.088\t0.687\t0.099\t0.554\t0.028\t-0.726\t0.077\t\n",
"OGLE-LMC-RRLYR-15799\t0.625\t0.051\t0.716\t0.019\t1.658\t0.042\t6560\t100\t0.168\t0.087\t0.671\t0.099\t0.505\t0.028\t-0.621\t0.077\t\n",
"OGLE-LMC-RRLYR-15803\t0.703\t0.050\t0.756\t0.019\t1.658\t0.042\t6290\t100\t0.150\t0.087\t0.713\t0.099\t0.567\t0.028\t-0.732\t0.077\t\n",
"OGLE-LMC-RRLYR-15805\t0.651\t0.055\t0.711\t0.020\t1.654\t0.043\t6600\t100\t0.205\t0.088\t0.709\t0.099\t0.499\t0.028\t-0.570\t0.080\t\n",
"OGLE-LMC-RRLYR-15807\t0.628\t0.050\t0.720\t0.019\t1.668\t0.042\t6590\t100\t0.143\t0.087\t0.658\t0.098\t0.502\t0.028\t-0.633\t0.077\t\n",
"OGLE-LMC-RRLYR-15814\t0.601\t0.051\t0.723\t0.019\t1.679\t0.042\t6620\t100\t0.112\t0.087\t0.616\t0.099\t0.496\t0.028\t-0.655\t0.077\t\n",
"OGLE-LMC-RRLYR-15815\t0.671\t0.052\t0.730\t0.020\t1.687\t0.042\t6580\t100\t0.126\t0.088\t0.629\t0.099\t0.503\t0.028\t-0.657\t0.079\t\n",
"OGLE-LMC-RRLYR-15817\t0.648\t0.064\t0.752\t0.024\t1.695\t0.046\t6440\t110\t0.059\t0.096\t0.59\t0.10\t0.529\t0.030\t-0.761\t0.093\t\n",
"OGLE-LMC-RRLYR-15822\t0.637\t0.052\t0.729\t0.020\t1.711\t0.042\t6680\t100\t0.056\t0.087\t0.547\t0.099\t0.482\t0.028\t-0.690\t0.079\t\n",
"OGLE-LMC-RRLYR-15824\t0.679\t0.050\t0.758\t0.019\t1.677\t0.042\t6340\t100\t0.109\t0.087\t0.648\t0.099\t0.552\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-15826\t0.757\t0.051\t0.763\t0.019\t1.705\t0.042\t6390\t100\t0.064\t0.087\t0.609\t0.099\t0.547\t0.028\t-0.792\t0.078\t\n",
"OGLE-LMC-RRLYR-15827\t0.682\t0.051\t0.740\t0.019\t1.669\t0.042\t6430\t100\t0.146\t0.087\t0.670\t0.098\t0.532\t0.028\t-0.685\t0.078\t\n",
"OGLE-LMC-RRLYR-15828\t0.582\t0.051\t0.712\t0.019\t1.651\t0.042\t6590\t100\t0.165\t0.087\t0.674\t0.099\t0.501\t0.028\t-0.613\t0.079\t\n",
"OGLE-LMC-RRLYR-15829\t0.684\t0.051\t0.810\t0.019\t1.831\t0.042\t6510\t100\t-0.261\t0.087\t0.264\t0.099\t0.522\t0.028\t-1.065\t0.078\t\n",
"OGLE-LMC-RRLYR-15834\t0.648\t0.050\t0.749\t0.019\t1.638\t0.042\t6289\t99\t0.177\t0.088\t0.737\t0.099\t0.571\t0.028\t-0.713\t0.077\t\n",
"OGLE-LMC-RRLYR-15838\t0.673\t0.051\t0.751\t0.019\t1.726\t0.042\t6580\t100\t0.009\t0.087\t0.521\t0.098\t0.506\t0.028\t-0.775\t0.078\t\n",
"OGLE-LMC-RRLYR-15841\t0.663\t0.051\t0.758\t0.020\t1.740\t0.042\t6540\t100\t-0.031\t0.088\t0.483\t0.099\t0.508\t0.028\t-0.824\t0.079\t\n",
"OGLE-LMC-RRLYR-15843\t0.630\t0.052\t0.706\t0.020\t1.672\t0.042\t6710\t100\t0.157\t0.087\t0.642\t0.098\t0.475\t0.029\t-0.578\t0.079\t\n",
"OGLE-LMC-RRLYR-15844\t0.598\t0.053\t0.714\t0.020\t1.705\t0.042\t6770\t100\t0.083\t0.088\t0.555\t0.099\t0.463\t0.029\t-0.632\t0.081\t\n",
"OGLE-LMC-RRLYR-15845\t0.727\t0.050\t0.783\t0.019\t1.719\t0.042\t6290\t100\t-0.006\t0.088\t0.54\t0.10\t0.560\t0.028\t-0.881\t0.078\t\n",
"OGLE-LMC-RRLYR-15853\t0.550\t0.050\t0.720\t0.019\t1.683\t0.042\t6650\t100\t0.089\t0.087\t0.586\t0.098\t0.488\t0.028\t-0.665\t0.077\t\n",
"OGLE-LMC-RRLYR-15858\t0.624\t0.051\t0.713\t0.019\t1.658\t0.042\t6600\t100\t0.197\t0.088\t0.690\t0.099\t0.494\t0.028\t-0.576\t0.079\t\n",
"OGLE-LMC-RRLYR-15859\t0.606\t0.051\t0.705\t0.019\t1.665\t0.042\t6700\t100\t0.175\t0.087\t0.661\t0.099\t0.476\t0.028\t-0.561\t0.078\t\n",
"OGLE-LMC-RRLYR-15865\t0.694\t0.053\t0.725\t0.020\t1.689\t0.042\t6620\t100\t0.128\t0.087\t0.636\t0.098\t0.496\t0.029\t-0.643\t0.079\t\n",
"OGLE-LMC-RRLYR-15867\t0.700\t0.054\t0.743\t0.020\t1.699\t0.042\t6540\t100\t0.090\t0.088\t0.614\t0.099\t0.516\t0.028\t-0.710\t0.079\t\n",
"OGLE-LMC-RRLYR-15871\t0.575\t0.052\t0.697\t0.019\t1.625\t0.042\t6610\t100\t0.236\t0.087\t0.738\t0.099\t0.496\t0.028\t-0.532\t0.078\t\n",
"OGLE-LMC-RRLYR-15872\t0.630\t0.051\t0.740\t0.019\t1.618\t0.042\t6290\t100\t0.224\t0.088\t0.78\t0.10\t0.572\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-15874\t0.724\t0.052\t0.739\t0.019\t1.716\t0.042\t6630\t100\t0.087\t0.087\t0.579\t0.099\t0.492\t0.028\t-0.679\t0.079\t\n",
"OGLE-LMC-RRLYR-15875\t0.760\t0.051\t0.767\t0.019\t1.690\t0.042\t6310\t100\t0.120\t0.087\t0.666\t0.099\t0.555\t0.028\t-0.752\t0.079\t\n",
"OGLE-LMC-RRLYR-15876\t0.747\t0.051\t0.764\t0.019\t1.721\t0.042\t6440\t100\t0.029\t0.087\t0.562\t0.099\t0.534\t0.028\t-0.805\t0.078\t\n",
"OGLE-LMC-RRLYR-15878\t0.601\t0.051\t0.735\t0.019\t1.722\t0.042\t6690\t100\t0.015\t0.087\t0.506\t0.099\t0.482\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-15880\t0.773\t0.051\t0.763\t0.019\t1.691\t0.042\t6340\t100\t0.106\t0.087\t0.653\t0.099\t0.555\t0.028\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-15882\t0.745\t0.051\t0.765\t0.019\t1.730\t0.042\t6480\t100\t0.007\t0.087\t0.542\t0.098\t0.528\t0.028\t-0.814\t0.078\t\n",
"OGLE-LMC-RRLYR-15888\t0.582\t0.051\t0.702\t0.019\t1.666\t0.042\t6720\t100\t0.155\t0.087\t0.632\t0.098\t0.471\t0.028\t-0.575\t0.078\t\n",
"OGLE-LMC-RRLYR-15893\t0.572\t0.051\t0.676\t0.019\t1.567\t0.042\t6530\t100\t0.388\t0.087\t0.892\t0.099\t0.511\t0.028\t-0.410\t0.079\t\n",
"OGLE-LMC-RRLYR-15894\t0.661\t0.052\t0.734\t0.020\t1.700\t0.042\t6600\t100\t0.083\t0.088\t0.582\t0.099\t0.498\t0.028\t-0.694\t0.079\t\n",
"OGLE-LMC-RRLYR-15898\t0.586\t0.053\t0.690\t0.020\t1.660\t0.042\t6790\t100\t0.194\t0.088\t0.664\t0.099\t0.458\t0.028\t-0.516\t0.079\t\n",
"OGLE-LMC-RRLYR-15902\t0.705\t0.051\t0.765\t0.019\t1.684\t0.042\t6320\t100\t0.094\t0.088\t0.63\t0.10\t0.556\t0.028\t-0.772\t0.079\t\n",
"OGLE-LMC-RRLYR-15903\t0.721\t0.050\t0.827\t0.019\t1.791\t0.042\t6261\t99\t-0.204\t0.087\t0.379\t0.099\t0.576\t0.028\t-1.090\t0.077\t\n",
"OGLE-LMC-RRLYR-15905\t0.676\t0.050\t0.762\t0.019\t1.669\t0.042\t6298\t99\t0.112\t0.087\t0.669\t0.099\t0.564\t0.028\t-0.770\t0.077\t\n",
"OGLE-LMC-RRLYR-15906\t0.636\t0.050\t0.742\t0.019\t1.628\t0.042\t6303\t99\t0.200\t0.088\t0.75\t0.10\t0.563\t0.028\t-0.680\t0.077\t\n",
"OGLE-LMC-RRLYR-15910\t0.552\t0.052\t0.722\t0.020\t1.714\t0.042\t6740\t100\t0.031\t0.088\t0.504\t0.099\t0.464\t0.029\t-0.694\t0.081\t\n",
"OGLE-LMC-RRLYR-15912\t0.643\t0.052\t0.713\t0.020\t1.648\t0.043\t6540\t100\t0.200\t0.090\t0.70\t0.10\t0.501\t0.028\t-0.588\t0.079\t\n",
"OGLE-LMC-RRLYR-15916\t0.650\t0.054\t0.740\t0.020\t1.720\t0.042\t6620\t100\t0.034\t0.088\t0.523\t0.099\t0.491\t0.029\t-0.728\t0.079\t\n",
"OGLE-LMC-RRLYR-15917\t0.544\t0.050\t0.694\t0.019\t1.613\t0.042\t6580\t100\t0.244\t0.087\t0.756\t0.099\t0.505\t0.028\t-0.537\t0.078\t\n",
"OGLE-LMC-RRLYR-15920\t0.617\t0.053\t0.735\t0.019\t1.706\t0.042\t6610\t100\t0.044\t0.088\t0.534\t0.099\t0.493\t0.028\t-0.717\t0.079\t\n",
"OGLE-LMC-RRLYR-15921\t0.550\t0.050\t0.716\t0.019\t1.703\t0.041\t6750\t100\t0.066\t0.087\t0.537\t0.098\t0.463\t0.028\t-0.654\t0.077\t\n",
"OGLE-LMC-RRLYR-15922\t0.726\t0.050\t0.801\t0.019\t1.739\t0.042\t6260\t100\t-0.057\t0.087\t0.504\t0.099\t0.571\t0.028\t-0.945\t0.077\t\n",
"OGLE-LMC-RRLYR-15927\t0.687\t0.051\t0.738\t0.020\t1.672\t0.042\t6450\t100\t0.129\t0.087\t0.651\t0.099\t0.530\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-15928\t0.579\t0.053\t0.690\t0.020\t1.642\t0.042\t6720\t100\t0.207\t0.088\t0.697\t0.099\t0.475\t0.029\t-0.529\t0.079\t\n",
"OGLE-LMC-RRLYR-15933\t0.641\t0.050\t0.729\t0.019\t1.656\t0.042\t6460\t100\t0.162\t0.087\t0.683\t0.099\t0.528\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-15937\t0.653\t0.052\t0.740\t0.020\t1.721\t0.042\t6630\t100\t0.054\t0.088\t0.534\t0.099\t0.485\t0.029\t-0.703\t0.080\t\n",
"OGLE-LMC-RRLYR-15938\t0.634\t0.051\t0.723\t0.019\t1.669\t0.042\t6570\t100\t0.158\t0.087\t0.658\t0.099\t0.504\t0.028\t-0.628\t0.078\t\n",
"OGLE-LMC-RRLYR-15939\t0.656\t0.050\t0.747\t0.019\t1.627\t0.043\t6290\t100\t0.194\t0.091\t0.77\t0.10\t0.577\t0.029\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-15957\t0.630\t0.051\t0.742\t0.019\t1.727\t0.042\t6650\t100\t0.005\t0.087\t0.505\t0.098\t0.490\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-15961\t0.616\t0.052\t0.706\t0.020\t1.656\t0.042\t6630\t100\t0.199\t0.088\t0.699\t0.099\t0.491\t0.028\t-0.572\t0.079\t\n",
"OGLE-LMC-RRLYR-15963\t0.668\t0.052\t0.750\t0.020\t1.687\t0.042\t6430\t100\t0.104\t0.088\t0.625\t0.099\t0.530\t0.029\t-0.725\t0.079\t\n",
"OGLE-LMC-RRLYR-15966\t0.679\t0.050\t0.756\t0.019\t1.659\t0.042\t6296\t99\t0.139\t0.088\t0.68\t0.10\t0.560\t0.028\t-0.739\t0.077\t\n",
"OGLE-LMC-RRLYR-15969\t0.651\t0.050\t0.815\t0.019\t1.811\t0.042\t6390\t100\t-0.242\t0.087\t0.292\t0.099\t0.538\t0.028\t-1.075\t0.078\t\n",
"OGLE-LMC-RRLYR-15973\t0.593\t0.051\t0.694\t0.020\t1.632\t0.043\t6630\t100\t0.232\t0.089\t0.71\t0.10\t0.484\t0.029\t-0.529\t0.079\t\n",
"OGLE-LMC-RRLYR-15978\t0.621\t0.051\t0.719\t0.019\t1.636\t0.042\t6460\t100\t0.198\t0.088\t0.724\t0.099\t0.530\t0.028\t-0.627\t0.078\t\n",
"OGLE-LMC-RRLYR-15983\t0.672\t0.050\t0.762\t0.019\t1.695\t0.042\t6390\t100\t0.059\t0.088\t0.58\t0.10\t0.531\t0.028\t-0.770\t0.077\t\n",
"OGLE-LMC-RRLYR-15991\t0.613\t0.055\t0.728\t0.020\t1.679\t0.042\t6560\t110\t0.109\t0.088\t0.623\t0.099\t0.507\t0.029\t-0.675\t0.081\t\n",
"OGLE-LMC-RRLYR-15993\t0.708\t0.052\t0.784\t0.020\t1.738\t0.042\t6360\t100\t-0.046\t0.088\t0.489\t0.099\t0.547\t0.029\t-0.897\t0.079\t\n",
"OGLE-LMC-RRLYR-15996\t0.533\t0.051\t0.668\t0.019\t1.595\t0.042\t6710\t100\t0.342\t0.087\t0.821\t0.099\t0.471\t0.028\t-0.391\t0.078\t\n",
"OGLE-LMC-RRLYR-15997\t0.651\t0.051\t0.761\t0.019\t1.735\t0.042\t6520\t100\t-0.034\t0.087\t0.479\t0.099\t0.516\t0.028\t-0.834\t0.078\t\n",
"OGLE-LMC-RRLYR-15998\t0.552\t0.051\t0.649\t0.019\t1.603\t0.042\t6880\t100\t0.328\t0.089\t0.74\t0.10\t0.413\t0.029\t-0.321\t0.078\t\n",
"OGLE-LMC-RRLYR-15999\t0.699\t0.051\t0.744\t0.019\t1.700\t0.042\t6520\t100\t0.079\t0.087\t0.597\t0.099\t0.517\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-16000\t0.553\t0.049\t0.746\t0.019\t1.736\t0.041\t6650\t100\t-0.033\t0.087\t0.464\t0.098\t0.487\t0.028\t-0.792\t0.077\t\n",
"OGLE-LMC-RRLYR-16002\t0.631\t0.052\t0.730\t0.020\t1.683\t0.042\t6570\t100\t0.096\t0.088\t0.608\t0.099\t0.506\t0.028\t-0.692\t0.080\t\n",
"OGLE-LMC-RRLYR-16004\t0.682\t0.050\t0.752\t0.019\t1.668\t0.042\t6340\t100\t0.131\t0.088\t0.666\t0.099\t0.550\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-16011\t0.626\t0.051\t0.708\t0.019\t1.641\t0.042\t6580\t100\t0.198\t0.088\t0.715\t0.099\t0.507\t0.028\t-0.588\t0.078\t\n",
"OGLE-LMC-RRLYR-16012\t0.557\t0.050\t0.729\t0.019\t1.708\t0.042\t6670\t100\t0.035\t0.087\t0.524\t0.099\t0.478\t0.028\t-0.710\t0.077\t\n",
"OGLE-LMC-RRLYR-16014\t0.540\t0.049\t0.715\t0.019\t1.690\t0.042\t6710\t100\t0.087\t0.087\t0.571\t0.099\t0.471\t0.029\t-0.644\t0.077\t\n",
"OGLE-LMC-RRLYR-16015\t0.750\t0.051\t0.796\t0.019\t1.775\t0.042\t6400\t100\t-0.101\t0.087\t0.429\t0.099\t0.537\t0.028\t-0.940\t0.079\t\n",
"OGLE-LMC-RRLYR-16019\t0.637\t0.050\t0.762\t0.019\t1.674\t0.042\t6319\t99\t0.089\t0.087\t0.639\t0.099\t0.561\t0.028\t-0.788\t0.077\t\n",
"OGLE-LMC-RRLYR-16020\t0.697\t0.051\t0.737\t0.019\t1.698\t0.042\t6560\t100\t0.098\t0.087\t0.607\t0.099\t0.507\t0.028\t-0.693\t0.078\t\n",
"OGLE-LMC-RRLYR-16021\t0.635\t0.051\t0.743\t0.019\t1.656\t0.043\t6380\t100\t0.136\t0.089\t0.67\t0.10\t0.542\t0.028\t-0.702\t0.078\t\n",
"OGLE-LMC-RRLYR-16022\t0.712\t0.055\t0.752\t0.020\t1.696\t0.043\t6450\t100\t0.085\t0.088\t0.62\t0.10\t0.534\t0.029\t-0.747\t0.081\t\n",
"OGLE-LMC-RRLYR-16023\t0.604\t0.051\t0.678\t0.019\t1.611\t0.043\t6700\t100\t0.266\t0.090\t0.73\t0.10\t0.458\t0.029\t-0.445\t0.078\t\n",
"OGLE-LMC-RRLYR-16026\t0.635\t0.051\t0.715\t0.019\t1.658\t0.042\t6590\t100\t0.183\t0.087\t0.688\t0.099\t0.501\t0.028\t-0.595\t0.078\t\n",
"OGLE-LMC-RRLYR-16031\t0.628\t0.050\t0.804\t0.019\t1.796\t0.042\t6420\t100\t-0.215\t0.088\t0.311\t0.099\t0.531\t0.028\t-1.043\t0.078\t\n",
"OGLE-LMC-RRLYR-16036\t0.571\t0.051\t0.698\t0.019\t1.631\t0.042\t6620\t100\t0.218\t0.087\t0.716\t0.099\t0.494\t0.028\t-0.549\t0.078\t\n",
"OGLE-LMC-RRLYR-16039\t0.689\t0.050\t0.758\t0.019\t1.665\t0.042\t6300\t100\t0.134\t0.088\t0.68\t0.10\t0.556\t0.028\t-0.742\t0.077\t\n",
"OGLE-LMC-RRLYR-16041\t0.638\t0.052\t0.726\t0.019\t1.665\t0.042\t6520\t100\t0.140\t0.088\t0.660\t0.099\t0.518\t0.028\t-0.664\t0.079\t\n",
"OGLE-LMC-RRLYR-16043\t0.602\t0.050\t0.699\t0.019\t1.669\t0.042\t6750\t100\t0.168\t0.087\t0.652\t0.098\t0.466\t0.028\t-0.557\t0.077\t\n",
"OGLE-LMC-RRLYR-16044\t0.729\t0.050\t0.765\t0.019\t1.670\t0.042\t6260\t100\t0.126\t0.087\t0.689\t0.099\t0.571\t0.028\t-0.764\t0.078\t\n",
"OGLE-LMC-RRLYR-16048\t0.575\t0.053\t0.682\t0.020\t1.658\t0.042\t6840\t100\t0.208\t0.088\t0.667\t0.099\t0.446\t0.029\t-0.482\t0.080\t\n",
"OGLE-LMC-RRLYR-16050\t0.746\t0.051\t0.770\t0.019\t1.722\t0.042\t6400\t100\t0.018\t0.087\t0.554\t0.099\t0.541\t0.028\t-0.831\t0.078\t\n",
"OGLE-LMC-RRLYR-16052\t0.582\t0.050\t0.706\t0.019\t1.652\t0.042\t6640\t100\t0.178\t0.087\t0.680\t0.098\t0.490\t0.028\t-0.581\t0.077\t\n",
"OGLE-LMC-RRLYR-16053\t0.566\t0.053\t0.701\t0.019\t1.615\t0.042\t6530\t100\t0.238\t0.087\t0.761\t0.099\t0.515\t0.028\t-0.561\t0.079\t\n",
"OGLE-LMC-RRLYR-16064\t0.586\t0.052\t0.746\t0.019\t1.722\t0.042\t6590\t100\t-0.011\t0.088\t0.49\t0.10\t0.501\t0.029\t-0.786\t0.079\t\n",
"OGLE-LMC-RRLYR-16066\t0.642\t0.051\t0.783\t0.019\t1.809\t0.042\t6640\t100\t-0.189\t0.087\t0.308\t0.098\t0.489\t0.028\t-0.945\t0.079\t\n",
"OGLE-LMC-RRLYR-16067\t0.752\t0.051\t0.741\t0.019\t1.690\t0.042\t6510\t100\t0.126\t0.087\t0.649\t0.099\t0.523\t0.028\t-0.690\t0.078\t\n",
"OGLE-LMC-RRLYR-16069\t0.682\t0.051\t0.745\t0.019\t1.661\t0.042\t6360\t100\t0.147\t0.088\t0.68\t0.10\t0.547\t0.028\t-0.708\t0.078\t\n",
"OGLE-LMC-RRLYR-16070\t0.597\t0.053\t0.671\t0.020\t1.625\t0.043\t6790\t100\t0.271\t0.090\t0.72\t0.10\t0.440\t0.028\t-0.423\t0.080\t\n",
"OGLE-LMC-RRLYR-16072\t0.572\t0.051\t0.711\t0.019\t1.660\t0.042\t6630\t100\t0.153\t0.087\t0.653\t0.099\t0.492\t0.028\t-0.608\t0.078\t\n",
"OGLE-LMC-RRLYR-16073\t0.666\t0.050\t0.749\t0.019\t1.654\t0.042\t6350\t100\t0.156\t0.088\t0.69\t0.10\t0.548\t0.028\t-0.703\t0.077\t\n",
"OGLE-LMC-RRLYR-16074\t0.623\t0.050\t0.760\t0.019\t1.771\t0.042\t6680\t100\t-0.096\t0.087\t0.394\t0.098\t0.484\t0.028\t-0.845\t0.078\t\n",
"OGLE-LMC-RRLYR-16075\t0.621\t0.052\t0.733\t0.020\t1.704\t0.042\t6620\t100\t0.079\t0.087\t0.574\t0.099\t0.490\t0.028\t-0.684\t0.079\t\n",
"OGLE-LMC-RRLYR-16081\t0.701\t0.050\t0.770\t0.019\t1.685\t0.042\t6305\t99\t0.083\t0.088\t0.634\t0.099\t0.560\t0.028\t-0.787\t0.077\t\n",
"OGLE-LMC-RRLYR-16083\t0.573\t0.051\t0.704\t0.019\t1.634\t0.042\t6570\t100\t0.194\t0.088\t0.69\t0.10\t0.498\t0.029\t-0.582\t0.078\t\n",
"OGLE-LMC-RRLYR-16086\t0.569\t0.050\t0.734\t0.019\t1.750\t0.041\t6800\t100\t-0.030\t0.087\t0.435\t0.098\t0.458\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-16090\t0.618\t0.052\t0.723\t0.020\t1.683\t0.042\t6610\t100\t0.105\t0.088\t0.59\t0.10\t0.493\t0.028\t-0.658\t0.079\t\n",
"OGLE-LMC-RRLYR-16093\t0.587\t0.053\t0.709\t0.020\t1.698\t0.042\t6770\t100\t0.092\t0.088\t0.57\t0.10\t0.459\t0.028\t-0.621\t0.080\t\n",
"OGLE-LMC-RRLYR-16094\t0.609\t0.051\t0.755\t0.020\t1.778\t0.042\t6740\t100\t-0.105\t0.088\t0.372\t0.099\t0.470\t0.029\t-0.833\t0.080\t\n",
"OGLE-LMC-RRLYR-16095\t0.661\t0.056\t0.724\t0.020\t1.714\t0.043\t6730\t100\t0.074\t0.089\t0.55\t0.10\t0.472\t0.029\t-0.658\t0.083\t\n",
"OGLE-LMC-RRLYR-16099\t0.744\t0.050\t0.776\t0.019\t1.723\t0.042\t6360\t100\t0.020\t0.087\t0.551\t0.099\t0.545\t0.028\t-0.832\t0.077\t\n",
"OGLE-LMC-RRLYR-16100\t0.674\t0.051\t0.761\t0.019\t1.702\t0.042\t6400\t100\t0.046\t0.087\t0.572\t0.099\t0.537\t0.028\t-0.793\t0.078\t\n",
"OGLE-LMC-RRLYR-16101\t0.594\t0.051\t0.711\t0.019\t1.632\t0.042\t6510\t100\t0.219\t0.087\t0.734\t0.099\t0.516\t0.028\t-0.583\t0.078\t\n",
"OGLE-LMC-RRLYR-16102\t0.669\t0.052\t0.725\t0.019\t1.680\t0.042\t6600\t100\t0.117\t0.088\t0.634\t0.099\t0.505\t0.028\t-0.664\t0.079\t\n",
"OGLE-LMC-RRLYR-16107\t0.608\t0.051\t0.712\t0.019\t1.675\t0.042\t6680\t100\t0.134\t0.087\t0.631\t0.099\t0.484\t0.028\t-0.615\t0.079\t\n",
"OGLE-LMC-RRLYR-16108\t0.651\t0.051\t0.734\t0.019\t1.693\t0.042\t6580\t100\t0.080\t0.088\t0.589\t0.099\t0.506\t0.028\t-0.704\t0.079\t\n",
"OGLE-LMC-RRLYR-16117\t0.684\t0.051\t0.731\t0.019\t1.687\t0.042\t6570\t100\t0.107\t0.087\t0.622\t0.099\t0.509\t0.028\t-0.685\t0.078\t\n",
"OGLE-LMC-RRLYR-16118\t0.663\t0.051\t0.750\t0.019\t1.695\t0.042\t6470\t100\t0.091\t0.087\t0.601\t0.099\t0.521\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-16126\t0.680\t0.051\t0.796\t0.020\t1.794\t0.042\t6480\t100\t-0.182\t0.088\t0.341\t0.099\t0.524\t0.028\t-0.994\t0.079\t\n",
"OGLE-LMC-RRLYR-16131\t0.617\t0.050\t0.763\t0.019\t1.754\t0.042\t6590\t100\t-0.079\t0.087\t0.431\t0.098\t0.503\t0.028\t-0.861\t0.078\t\n",
"OGLE-LMC-RRLYR-16132\t0.589\t0.052\t0.727\t0.020\t1.678\t0.042\t6570\t100\t0.097\t0.087\t0.618\t0.098\t0.506\t0.029\t-0.693\t0.079\t\n",
"OGLE-LMC-RRLYR-16133\t0.659\t0.054\t0.741\t0.021\t1.723\t0.043\t6630\t110\t0.017\t0.090\t0.52\t0.10\t0.497\t0.029\t-0.758\t0.084\t\n",
"OGLE-LMC-RRLYR-16135\t0.666\t0.050\t0.740\t0.019\t1.683\t0.042\t6480\t100\t0.102\t0.087\t0.620\t0.099\t0.524\t0.028\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-16136\t0.668\t0.050\t0.742\t0.019\t1.630\t0.042\t6300\t100\t0.215\t0.088\t0.76\t0.10\t0.565\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-16139\t0.646\t0.057\t0.728\t0.021\t1.720\t0.043\t6720\t100\t0.040\t0.089\t0.52\t0.10\t0.474\t0.029\t-0.692\t0.083\t\n",
"OGLE-LMC-RRLYR-16140\t0.657\t0.051\t0.727\t0.019\t1.668\t0.042\t6530\t100\t0.173\t0.087\t0.679\t0.098\t0.510\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-16147\t0.725\t0.051\t0.803\t0.020\t1.769\t0.042\t6330\t100\t-0.132\t0.088\t0.41\t0.10\t0.556\t0.028\t-0.995\t0.079\t\n",
"OGLE-LMC-RRLYR-16149\t0.715\t0.052\t0.756\t0.020\t1.726\t0.042\t6530\t100\t0.041\t0.088\t0.553\t0.099\t0.513\t0.028\t-0.759\t0.079\t\n",
"OGLE-LMC-RRLYR-16152\t0.628\t0.050\t0.726\t0.019\t1.681\t0.042\t6600\t100\t0.119\t0.087\t0.626\t0.099\t0.499\t0.028\t-0.656\t0.077\t\n",
"OGLE-LMC-RRLYR-16154\t0.634\t0.060\t0.734\t0.022\t1.677\t0.043\t6510\t110\t0.126\t0.090\t0.64\t0.10\t0.515\t0.030\t-0.673\t0.086\t\n",
"OGLE-LMC-RRLYR-16156\t0.727\t0.051\t0.744\t0.019\t1.685\t0.042\t6460\t100\t0.140\t0.087\t0.660\t0.099\t0.527\t0.028\t-0.686\t0.078\t\n",
"OGLE-LMC-RRLYR-16159\t0.594\t0.052\t0.709\t0.020\t1.654\t0.042\t6610\t100\t0.174\t0.088\t0.670\t0.099\t0.494\t0.028\t-0.598\t0.079\t\n",
"OGLE-LMC-RRLYR-16161\t0.683\t0.050\t0.741\t0.019\t1.604\t0.042\t6201\t99\t0.254\t0.088\t0.83\t0.10\t0.585\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-16162\t0.672\t0.052\t0.714\t0.019\t1.683\t0.042\t6680\t100\t0.140\t0.088\t0.637\t0.099\t0.484\t0.028\t-0.613\t0.079\t\n",
"OGLE-LMC-RRLYR-16168\t0.687\t0.051\t0.731\t0.019\t1.663\t0.042\t6470\t100\t0.169\t0.087\t0.692\t0.099\t0.526\t0.028\t-0.655\t0.078\t\n",
"OGLE-LMC-RRLYR-16179\t0.699\t0.050\t0.781\t0.019\t1.710\t0.042\t6300\t100\t0.015\t0.087\t0.570\t0.099\t0.561\t0.028\t-0.858\t0.077\t\n",
"OGLE-LMC-RRLYR-16181\t0.527\t0.052\t0.670\t0.019\t1.578\t0.042\t6620\t100\t0.354\t0.087\t0.848\t0.099\t0.493\t0.028\t-0.413\t0.078\t\n",
"OGLE-LMC-RRLYR-16183\t0.578\t0.061\t0.712\t0.022\t1.702\t0.043\t6780\t110\t0.085\t0.091\t0.55\t0.10\t0.458\t0.030\t-0.623\t0.088\t\n",
"OGLE-LMC-RRLYR-16187\t0.619\t0.051\t0.752\t0.019\t1.744\t0.042\t6630\t100\t-0.046\t0.087\t0.452\t0.099\t0.492\t0.029\t-0.809\t0.079\t\n",
"OGLE-LMC-RRLYR-16188\t0.679\t0.051\t0.736\t0.019\t1.663\t0.042\t6440\t100\t0.181\t0.088\t0.712\t0.099\t0.531\t0.028\t-0.649\t0.079\t\n",
"OGLE-LMC-RRLYR-16194\t0.660\t0.050\t0.750\t0.019\t1.666\t0.042\t6350\t100\t0.135\t0.087\t0.672\t0.099\t0.547\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-16197\t0.597\t0.054\t0.697\t0.020\t1.642\t0.043\t6670\t100\t0.226\t0.088\t0.72\t0.10\t0.483\t0.028\t-0.523\t0.080\t\n",
"OGLE-LMC-RRLYR-16199\t0.706\t0.051\t0.734\t0.019\t1.689\t0.042\t6560\t100\t0.118\t0.087\t0.635\t0.098\t0.511\t0.028\t-0.678\t0.077\t\n",
"OGLE-LMC-RRLYR-16202\t0.638\t0.051\t0.723\t0.019\t1.659\t0.042\t6530\t100\t0.176\t0.087\t0.681\t0.099\t0.511\t0.028\t-0.622\t0.078\t\n",
"OGLE-LMC-RRLYR-16204\t0.693\t0.052\t0.746\t0.019\t1.687\t0.042\t6450\t100\t0.091\t0.087\t0.625\t0.099\t0.533\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-16211\t0.667\t0.050\t0.760\t0.019\t1.688\t0.042\t6390\t100\t0.076\t0.088\t0.60\t0.10\t0.531\t0.028\t-0.753\t0.077\t\n",
"OGLE-LMC-RRLYR-16212\t0.658\t0.052\t0.746\t0.019\t1.749\t0.042\t6700\t100\t-0.021\t0.088\t0.459\t0.099\t0.478\t0.028\t-0.760\t0.079\t\n",
"OGLE-LMC-RRLYR-16219\t0.645\t0.052\t0.704\t0.020\t1.665\t0.042\t6690\t100\t0.180\t0.088\t0.671\t0.099\t0.479\t0.028\t-0.567\t0.079\t\n",
"OGLE-LMC-RRLYR-16220\t0.624\t0.050\t0.746\t0.019\t1.629\t0.042\t6290\t100\t0.197\t0.087\t0.762\t0.099\t0.571\t0.028\t-0.685\t0.078\t\n",
"OGLE-LMC-RRLYR-16221\t0.671\t0.051\t0.756\t0.019\t1.675\t0.042\t6340\t100\t0.116\t0.088\t0.65\t0.10\t0.549\t0.028\t-0.744\t0.078\t\n",
"OGLE-LMC-RRLYR-16223\t0.687\t0.051\t0.769\t0.020\t1.739\t0.042\t6480\t100\t-0.037\t0.088\t0.493\t0.099\t0.527\t0.028\t-0.859\t0.079\t\n",
"OGLE-LMC-RRLYR-16224\t0.688\t0.052\t0.753\t0.020\t1.689\t0.042\t6410\t100\t0.088\t0.088\t0.611\t0.099\t0.536\t0.028\t-0.747\t0.079\t\n",
"OGLE-LMC-RRLYR-16229\t0.623\t0.050\t0.742\t0.019\t1.616\t0.042\t6263\t99\t0.225\t0.088\t0.79\t0.10\t0.575\t0.028\t-0.674\t0.077\t\n",
"OGLE-LMC-RRLYR-16231\t0.617\t0.052\t0.704\t0.020\t1.641\t0.042\t6600\t100\t0.224\t0.089\t0.71\t0.10\t0.493\t0.029\t-0.544\t0.080\t\n",
"OGLE-LMC-RRLYR-16234\t0.595\t0.051\t0.702\t0.019\t1.656\t0.042\t6660\t100\t0.191\t0.087\t0.681\t0.099\t0.483\t0.028\t-0.565\t0.078\t\n",
"OGLE-LMC-RRLYR-16239\t0.624\t0.051\t0.712\t0.019\t1.670\t0.042\t6660\t100\t0.148\t0.087\t0.649\t0.099\t0.488\t0.028\t-0.608\t0.078\t\n",
"OGLE-LMC-RRLYR-16240\t0.669\t0.050\t0.766\t0.019\t1.671\t0.042\t6270\t100\t0.103\t0.088\t0.66\t0.10\t0.568\t0.028\t-0.783\t0.077\t\n",
"OGLE-LMC-RRLYR-16246\t0.596\t0.051\t0.716\t0.019\t1.654\t0.042\t6570\t100\t0.153\t0.087\t0.668\t0.099\t0.507\t0.028\t-0.633\t0.078\t\n",
"OGLE-LMC-RRLYR-16247\t0.719\t0.052\t0.772\t0.020\t1.719\t0.042\t6380\t100\t0.013\t0.088\t0.548\t0.099\t0.545\t0.028\t-0.836\t0.079\t\n",
"OGLE-LMC-RRLYR-16250\t0.658\t0.053\t0.735\t0.020\t1.687\t0.042\t6540\t100\t0.112\t0.088\t0.625\t0.099\t0.512\t0.029\t-0.684\t0.079\t\n",
"OGLE-LMC-RRLYR-16254\t0.638\t0.050\t0.757\t0.019\t1.645\t0.042\t6252\t99\t0.155\t0.088\t0.72\t0.10\t0.578\t0.028\t-0.744\t0.077\t\n",
"OGLE-LMC-RRLYR-16255\t0.672\t0.051\t0.740\t0.019\t1.712\t0.042\t6600\t100\t0.053\t0.087\t0.558\t0.098\t0.499\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-16262\t0.671\t0.051\t0.736\t0.019\t1.697\t0.042\t6580\t100\t0.080\t0.087\t0.592\t0.099\t0.506\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-16268\t0.684\t0.050\t0.762\t0.019\t1.677\t0.042\t6320\t100\t0.106\t0.088\t0.650\t0.099\t0.558\t0.028\t-0.766\t0.078\t\n",
"OGLE-LMC-RRLYR-16271\t0.770\t0.051\t0.757\t0.019\t1.675\t0.042\t6350\t100\t0.163\t0.090\t0.69\t0.10\t0.541\t0.028\t-0.693\t0.079\t\n",
"OGLE-LMC-RRLYR-16272\t0.607\t0.051\t0.718\t0.019\t1.667\t0.042\t6590\t100\t0.153\t0.088\t0.653\t0.099\t0.495\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-16273\t0.652\t0.051\t0.736\t0.019\t1.676\t0.042\t6480\t100\t0.128\t0.087\t0.640\t0.099\t0.520\t0.028\t-0.684\t0.079\t\n",
"OGLE-LMC-RRLYR-16276\t0.650\t0.050\t0.724\t0.019\t1.596\t0.042\t6300\t100\t0.298\t0.088\t0.84\t0.10\t0.560\t0.028\t-0.585\t0.078\t\n",
"OGLE-LMC-RRLYR-16277\t0.686\t0.051\t0.730\t0.019\t1.644\t0.042\t6410\t100\t0.219\t0.089\t0.75\t0.10\t0.536\t0.028\t-0.621\t0.079\t\n",
"OGLE-LMC-RRLYR-16278\t0.605\t0.050\t0.743\t0.019\t1.717\t0.042\t6590\t100\t0.011\t0.087\t0.518\t0.098\t0.500\t0.028\t-0.765\t0.077\t\n",
"OGLE-LMC-RRLYR-16279\t0.713\t0.050\t0.770\t0.019\t1.683\t0.042\t6270\t100\t0.085\t0.087\t0.644\t0.099\t0.570\t0.028\t-0.805\t0.078\t\n",
"OGLE-LMC-RRLYR-16280\t0.613\t0.051\t0.710\t0.019\t1.680\t0.042\t6710\t100\t0.131\t0.087\t0.613\t0.099\t0.474\t0.028\t-0.605\t0.078\t\n",
"OGLE-LMC-RRLYR-16281\t0.603\t0.051\t0.743\t0.019\t1.710\t0.042\t6580\t100\t0.018\t0.087\t0.535\t0.099\t0.505\t0.028\t-0.764\t0.078\t\n",
"OGLE-LMC-RRLYR-16282\t0.630\t0.052\t0.749\t0.019\t1.715\t0.042\t6540\t100\t0.011\t0.088\t0.523\t0.099\t0.511\t0.028\t-0.779\t0.079\t\n",
"OGLE-LMC-RRLYR-16284\t0.613\t0.050\t0.770\t0.019\t1.710\t0.043\t6390\t100\t0.000\t0.089\t0.53\t0.10\t0.538\t0.029\t-0.839\t0.077\t\n",
"OGLE-LMC-RRLYR-16286\t0.699\t0.050\t0.765\t0.019\t1.654\t0.042\t6223\t99\t0.135\t0.088\t0.712\t0.099\t0.584\t0.028\t-0.773\t0.077\t\n",
"OGLE-LMC-RRLYR-16287\t0.657\t0.050\t0.748\t0.019\t1.624\t0.042\t6233\t99\t0.195\t0.088\t0.76\t0.10\t0.580\t0.028\t-0.711\t0.077\t\n",
"OGLE-LMC-RRLYR-16291\t0.671\t0.052\t0.763\t0.020\t1.723\t0.043\t6460\t100\t-0.009\t0.089\t0.51\t0.10\t0.529\t0.028\t-0.829\t0.080\t\n",
"OGLE-LMC-RRLYR-16292\t0.741\t0.050\t0.775\t0.019\t1.706\t0.042\t6310\t100\t0.047\t0.087\t0.595\t0.099\t0.558\t0.028\t-0.825\t0.078\t\n",
"OGLE-LMC-RRLYR-16293\t0.562\t0.051\t0.713\t0.019\t1.698\t0.042\t6760\t100\t0.083\t0.087\t0.559\t0.098\t0.463\t0.028\t-0.633\t0.078\t\n",
"OGLE-LMC-RRLYR-16294\t0.625\t0.051\t0.740\t0.019\t1.692\t0.042\t6530\t100\t0.082\t0.087\t0.593\t0.098\t0.511\t0.028\t-0.712\t0.078\t\n",
"OGLE-LMC-RRLYR-16301\t0.601\t0.051\t0.736\t0.019\t1.685\t0.042\t6530\t100\t0.074\t0.087\t0.595\t0.099\t0.516\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-16303\t0.694\t0.052\t0.726\t0.020\t1.700\t0.042\t6650\t100\t0.098\t0.087\t0.596\t0.099\t0.488\t0.028\t-0.662\t0.079\t\n",
"OGLE-LMC-RRLYR-16304\t0.686\t0.051\t0.745\t0.020\t1.659\t0.042\t6350\t100\t0.148\t0.087\t0.692\t0.099\t0.550\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-16305\t0.627\t0.051\t0.758\t0.019\t1.656\t0.043\t6280\t100\t0.122\t0.088\t0.68\t0.10\t0.569\t0.028\t-0.767\t0.078\t\n",
"OGLE-LMC-RRLYR-16306\t0.682\t0.050\t0.808\t0.019\t1.776\t0.042\t6335\t99\t-0.152\t0.087\t0.397\t0.099\t0.553\t0.028\t-1.012\t0.077\t\n",
"OGLE-LMC-RRLYR-16307\t0.621\t0.051\t0.733\t0.020\t1.662\t0.042\t6470\t100\t0.148\t0.087\t0.664\t0.099\t0.524\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-16312\t0.571\t0.050\t0.726\t0.019\t1.715\t0.041\t6730\t100\t0.030\t0.087\t0.510\t0.098\t0.471\t0.028\t-0.701\t0.077\t\n",
"OGLE-LMC-RRLYR-16317\t0.612\t0.050\t0.759\t0.019\t1.763\t0.042\t6650\t100\t-0.090\t0.087\t0.402\t0.099\t0.487\t0.028\t-0.845\t0.078\t\n",
"OGLE-LMC-RRLYR-16319\t0.600\t0.050\t0.752\t0.019\t1.744\t0.042\t6630\t100\t-0.054\t0.087\t0.445\t0.099\t0.495\t0.028\t-0.820\t0.077\t\n",
"OGLE-LMC-RRLYR-16322\t0.673\t0.053\t0.727\t0.020\t1.694\t0.042\t6630\t100\t0.099\t0.088\t0.601\t0.099\t0.496\t0.028\t-0.672\t0.080\t\n",
"OGLE-LMC-RRLYR-16325\t0.647\t0.053\t0.725\t0.020\t1.660\t0.042\t6510\t100\t0.157\t0.088\t0.683\t0.099\t0.522\t0.028\t-0.655\t0.079\t\n",
"OGLE-LMC-RRLYR-16326\t0.663\t0.050\t0.755\t0.019\t1.668\t0.042\t6360\t100\t0.117\t0.088\t0.65\t0.10\t0.545\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-16328\t0.636\t0.051\t0.769\t0.020\t1.753\t0.042\t6530\t100\t-0.073\t0.088\t0.442\t0.099\t0.514\t0.028\t-0.872\t0.079\t\n",
"OGLE-LMC-RRLYR-16329\t0.673\t0.050\t0.758\t0.019\t1.662\t0.042\t6290\t100\t0.123\t0.088\t0.68\t0.10\t0.566\t0.028\t-0.759\t0.078\t\n",
"OGLE-LMC-RRLYR-16331\t0.687\t0.051\t0.756\t0.019\t1.723\t0.042\t6530\t100\t0.014\t0.087\t0.540\t0.099\t0.517\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-16335\t0.650\t0.050\t0.719\t0.019\t1.684\t0.042\t6650\t100\t0.125\t0.087\t0.617\t0.098\t0.486\t0.028\t-0.631\t0.078\t\n",
"OGLE-LMC-RRLYR-16338\t0.625\t0.053\t0.718\t0.020\t1.667\t0.042\t6590\t100\t0.141\t0.089\t0.64\t0.10\t0.499\t0.029\t-0.638\t0.081\t\n",
"OGLE-LMC-RRLYR-16339\t0.595\t0.050\t0.731\t0.019\t1.606\t0.043\t6300\t100\t0.241\t0.089\t0.80\t0.10\t0.564\t0.028\t-0.639\t0.077\t\n",
"OGLE-LMC-RRLYR-16344\t0.695\t0.054\t0.762\t0.020\t1.727\t0.042\t6490\t100\t-0.000\t0.088\t0.517\t0.099\t0.523\t0.028\t-0.813\t0.081\t\n",
"OGLE-LMC-RRLYR-16345\t0.682\t0.050\t0.737\t0.019\t1.699\t0.042\t6570\t100\t0.078\t0.087\t0.592\t0.098\t0.508\t0.028\t-0.711\t0.077\t\n",
"OGLE-LMC-RRLYR-16352\t0.711\t0.050\t0.762\t0.019\t1.698\t0.042\t6380\t100\t0.080\t0.087\t0.610\t0.099\t0.541\t0.028\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-16356\t0.676\t0.051\t0.730\t0.019\t1.703\t0.042\t6640\t100\t0.094\t0.087\t0.594\t0.099\t0.490\t0.028\t-0.667\t0.078\t\n",
"OGLE-LMC-RRLYR-16359\t0.623\t0.051\t0.730\t0.019\t1.673\t0.042\t6530\t100\t0.112\t0.087\t0.631\t0.099\t0.515\t0.028\t-0.687\t0.078\t\n",
"OGLE-LMC-RRLYR-16361\t0.585\t0.054\t0.710\t0.020\t1.616\t0.043\t6470\t100\t0.230\t0.089\t0.77\t0.10\t0.532\t0.029\t-0.587\t0.081\t\n",
"OGLE-LMC-RRLYR-16370\t0.648\t0.051\t0.785\t0.020\t1.740\t0.044\t6400\t110\t-0.065\t0.091\t0.46\t0.10\t0.534\t0.030\t-0.899\t0.079\t\n",
"OGLE-LMC-RRLYR-16371\t0.606\t0.051\t0.752\t0.019\t1.705\t0.042\t6480\t100\t0.024\t0.087\t0.539\t0.099\t0.520\t0.028\t-0.784\t0.078\t\n",
"OGLE-LMC-RRLYR-16375\t0.655\t0.052\t0.711\t0.020\t1.641\t0.042\t6550\t100\t0.258\t0.088\t0.763\t0.099\t0.506\t0.028\t-0.535\t0.080\t\n",
"OGLE-LMC-RRLYR-16376\t0.536\t0.050\t0.653\t0.019\t1.555\t0.042\t6670\t100\t0.400\t0.087\t0.890\t0.099\t0.484\t0.028\t-0.350\t0.077\t\n",
"OGLE-LMC-RRLYR-16377\t0.709\t0.051\t0.751\t0.020\t1.695\t0.042\t6450\t100\t0.107\t0.087\t0.626\t0.099\t0.526\t0.028\t-0.713\t0.079\t\n",
"OGLE-LMC-RRLYR-16382\t0.624\t0.053\t0.725\t0.020\t1.685\t0.042\t6610\t100\t0.099\t0.088\t0.604\t0.099\t0.498\t0.029\t-0.677\t0.081\t\n",
"OGLE-LMC-RRLYR-16384\t0.698\t0.052\t0.746\t0.019\t1.697\t0.042\t6500\t100\t0.085\t0.087\t0.611\t0.099\t0.521\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-16389\t0.670\t0.051\t0.755\t0.019\t1.739\t0.042\t6580\t100\t-0.024\t0.087\t0.481\t0.099\t0.503\t0.028\t-0.806\t0.078\t\n",
"OGLE-LMC-RRLYR-16390\t0.727\t0.050\t0.773\t0.019\t1.685\t0.042\t6280\t100\t0.084\t0.088\t0.64\t0.10\t0.570\t0.028\t-0.800\t0.078\t\n",
"OGLE-LMC-RRLYR-16391\t0.627\t0.051\t0.730\t0.019\t1.676\t0.042\t6530\t100\t0.128\t0.087\t0.650\t0.098\t0.513\t0.028\t-0.667\t0.078\t\n",
"OGLE-LMC-RRLYR-16392\t0.613\t0.052\t0.724\t0.019\t1.709\t0.042\t6700\t100\t0.068\t0.087\t0.550\t0.098\t0.473\t0.028\t-0.668\t0.078\t\n",
"OGLE-LMC-RRLYR-16394\t0.651\t0.050\t0.728\t0.019\t1.683\t0.042\t6590\t100\t0.115\t0.087\t0.624\t0.098\t0.504\t0.028\t-0.665\t0.077\t\n",
"OGLE-LMC-RRLYR-16396\t0.661\t0.050\t0.761\t0.019\t1.688\t0.042\t6350\t100\t0.063\t0.087\t0.599\t0.099\t0.549\t0.028\t-0.795\t0.077\t\n",
"OGLE-LMC-RRLYR-16397\t0.706\t0.052\t0.751\t0.020\t1.657\t0.042\t6300\t100\t0.166\t0.088\t0.713\t0.099\t0.559\t0.029\t-0.708\t0.080\t\n",
"OGLE-LMC-RRLYR-16403\t0.587\t0.051\t0.727\t0.019\t1.725\t0.042\t6750\t100\t0.023\t0.087\t0.493\t0.099\t0.464\t0.028\t-0.696\t0.079\t\n",
"OGLE-LMC-RRLYR-16415\t0.663\t0.053\t0.751\t0.020\t1.761\t0.042\t6700\t100\t-0.045\t0.088\t0.430\t0.099\t0.475\t0.029\t-0.785\t0.081\t\n",
"OGLE-LMC-RRLYR-16418\t0.620\t0.051\t0.728\t0.019\t1.711\t0.042\t6690\t100\t0.050\t0.087\t0.541\t0.098\t0.482\t0.028\t-0.696\t0.079\t\n",
"OGLE-LMC-RRLYR-16422\t0.658\t0.050\t0.770\t0.019\t1.677\t0.042\t6280\t100\t0.073\t0.088\t0.63\t0.10\t0.568\t0.028\t-0.808\t0.077\t\n",
"OGLE-LMC-RRLYR-16424\t0.620\t0.050\t0.747\t0.019\t1.734\t0.042\t6630\t100\t-0.019\t0.087\t0.475\t0.099\t0.493\t0.028\t-0.783\t0.077\t\n",
"OGLE-LMC-RRLYR-16425\t0.598\t0.067\t0.714\t0.024\t1.652\t0.047\t6570\t110\t0.168\t0.095\t0.67\t0.11\t0.505\t0.030\t-0.618\t0.092\t\n",
"OGLE-LMC-RRLYR-16437\t0.598\t0.051\t0.742\t0.019\t1.749\t0.042\t6730\t100\t-0.043\t0.087\t0.443\t0.098\t0.474\t0.028\t-0.779\t0.079\t\n",
"OGLE-LMC-RRLYR-16440\t0.694\t0.051\t0.791\t0.019\t1.751\t0.042\t6350\t100\t-0.091\t0.087\t0.453\t0.099\t0.550\t0.028\t-0.945\t0.078\t\n",
"OGLE-LMC-RRLYR-16441\t0.714\t0.056\t0.765\t0.021\t1.700\t0.044\t6370\t110\t0.038\t0.091\t0.58\t0.10\t0.548\t0.030\t-0.807\t0.085\t\n",
"OGLE-LMC-RRLYR-16445\t0.572\t0.051\t0.720\t0.020\t1.619\t0.043\t6430\t100\t0.215\t0.089\t0.74\t0.10\t0.527\t0.029\t-0.609\t0.078\t\n",
"OGLE-LMC-RRLYR-16446\t0.643\t0.053\t0.738\t0.020\t1.705\t0.042\t6600\t100\t0.085\t0.087\t0.587\t0.099\t0.497\t0.029\t-0.685\t0.079\t\n",
"OGLE-LMC-RRLYR-16448\t0.704\t0.052\t0.780\t0.020\t1.725\t0.042\t6350\t100\t0.004\t0.088\t0.539\t0.099\t0.546\t0.028\t-0.850\t0.079\t\n",
"OGLE-LMC-RRLYR-16452\t0.596\t0.051\t0.730\t0.019\t1.621\t0.044\t6370\t100\t0.209\t0.091\t0.74\t0.10\t0.541\t0.029\t-0.637\t0.078\t\n",
"OGLE-LMC-RRLYR-16453\t0.667\t0.053\t0.725\t0.020\t1.691\t0.042\t6630\t100\t0.117\t0.088\t0.618\t0.099\t0.492\t0.028\t-0.649\t0.079\t\n",
"OGLE-LMC-RRLYR-16455\t0.698\t0.052\t0.748\t0.020\t1.695\t0.042\t6470\t100\t0.070\t0.088\t0.603\t0.099\t0.530\t0.028\t-0.757\t0.079\t\n",
"OGLE-LMC-RRLYR-16472\t0.634\t0.050\t0.772\t0.019\t1.730\t0.042\t6460\t100\t-0.035\t0.088\t0.48\t0.10\t0.515\t0.029\t-0.838\t0.078\t\n",
"OGLE-LMC-RRLYR-16474\t0.724\t0.052\t0.802\t0.020\t1.822\t0.042\t6540\t100\t-0.214\t0.088\t0.303\t0.099\t0.514\t0.028\t-1.014\t0.080\t\n",
"OGLE-LMC-RRLYR-16479\t0.566\t0.053\t0.702\t0.020\t1.655\t0.042\t6690\t110\t0.165\t0.088\t0.65\t0.10\t0.481\t0.029\t-0.579\t0.080\t\n",
"OGLE-LMC-RRLYR-16480\t0.727\t0.051\t0.753\t0.019\t1.688\t0.042\t6410\t100\t0.114\t0.087\t0.645\t0.099\t0.538\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-16483\t0.720\t0.051\t0.762\t0.019\t1.682\t0.042\t6320\t100\t0.103\t0.087\t0.645\t0.099\t0.556\t0.028\t-0.766\t0.078\t\n",
"OGLE-LMC-RRLYR-16488\t0.577\t0.053\t0.706\t0.020\t1.699\t0.042\t6820\t100\t0.102\t0.088\t0.566\t0.099\t0.453\t0.028\t-0.598\t0.080\t\n",
"OGLE-LMC-RRLYR-16495\t0.678\t0.052\t0.748\t0.020\t1.688\t0.042\t6440\t100\t0.086\t0.087\t0.615\t0.099\t0.532\t0.028\t-0.744\t0.079\t\n",
"OGLE-LMC-RRLYR-16497\t0.615\t0.052\t0.716\t0.019\t1.656\t0.042\t6560\t100\t0.172\t0.087\t0.679\t0.099\t0.506\t0.028\t-0.615\t0.078\t\n",
"OGLE-LMC-RRLYR-16499\t0.630\t0.052\t0.719\t0.020\t1.696\t0.042\t6700\t100\t0.096\t0.087\t0.582\t0.099\t0.476\t0.028\t-0.642\t0.079\t\n",
"OGLE-LMC-RRLYR-16503\t0.689\t0.061\t0.744\t0.023\t1.676\t0.044\t6440\t110\t0.137\t0.090\t0.65\t0.10\t0.530\t0.031\t-0.687\t0.087\t\n",
"OGLE-LMC-RRLYR-16510\t0.657\t0.051\t0.805\t0.019\t1.816\t0.042\t6490\t100\t-0.238\t0.087\t0.296\t0.099\t0.526\t0.028\t-1.049\t0.079\t\n",
"OGLE-LMC-RRLYR-16512\t0.630\t0.050\t0.793\t0.019\t1.760\t0.042\t6370\t100\t-0.127\t0.088\t0.418\t0.099\t0.547\t0.028\t-0.974\t0.078\t\n",
"OGLE-LMC-RRLYR-16513\t0.701\t0.052\t0.745\t0.020\t1.705\t0.042\t6530\t100\t0.084\t0.087\t0.590\t0.099\t0.512\t0.028\t-0.713\t0.079\t\n",
"OGLE-LMC-RRLYR-16516\t0.637\t0.054\t0.719\t0.020\t1.668\t0.042\t6590\t100\t0.162\t0.088\t0.662\t0.099\t0.499\t0.028\t-0.613\t0.080\t\n",
"OGLE-LMC-RRLYR-16519\t0.666\t0.052\t0.738\t0.020\t1.670\t0.042\t6460\t100\t0.154\t0.088\t0.66\t0.10\t0.523\t0.028\t-0.661\t0.079\t\n",
"OGLE-LMC-RRLYR-16520\t0.714\t0.050\t0.753\t0.019\t1.704\t0.043\t6490\t100\t0.066\t0.090\t0.56\t0.10\t0.500\t0.029\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-16522\t0.631\t0.051\t0.738\t0.019\t1.676\t0.042\t6470\t100\t0.105\t0.087\t0.626\t0.099\t0.525\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-16524\t0.638\t0.056\t0.724\t0.021\t1.658\t0.044\t6510\t100\t0.159\t0.089\t0.68\t0.10\t0.519\t0.028\t-0.648\t0.081\t\n",
"OGLE-LMC-RRLYR-16525\t0.582\t0.050\t0.727\t0.019\t1.611\t0.042\t6360\t100\t0.228\t0.088\t0.77\t0.10\t0.550\t0.028\t-0.632\t0.077\t\n",
"OGLE-LMC-RRLYR-16527\t0.642\t0.051\t0.746\t0.019\t1.737\t0.042\t6650\t100\t-0.013\t0.087\t0.482\t0.098\t0.489\t0.028\t-0.771\t0.078\t\n",
"OGLE-LMC-RRLYR-16528\t0.744\t0.051\t0.784\t0.019\t1.727\t0.042\t6320\t100\t-0.004\t0.087\t0.543\t0.098\t0.557\t0.028\t-0.873\t0.078\t\n",
"OGLE-LMC-RRLYR-16532\t0.662\t0.057\t0.749\t0.021\t1.754\t0.043\t6700\t110\t-0.045\t0.089\t0.447\t0.099\t0.481\t0.030\t-0.786\t0.085\t\n",
"OGLE-LMC-RRLYR-16533\t0.715\t0.053\t0.763\t0.020\t1.721\t0.042\t6460\t100\t0.025\t0.088\t0.551\t0.099\t0.529\t0.028\t-0.800\t0.079\t\n",
"OGLE-LMC-RRLYR-16535\t0.591\t0.051\t0.745\t0.019\t1.737\t0.042\t6660\t100\t-0.024\t0.087\t0.466\t0.099\t0.484\t0.028\t-0.775\t0.078\t\n",
"OGLE-LMC-RRLYR-16538\t0.591\t0.051\t0.745\t0.019\t1.748\t0.042\t6700\t100\t-0.052\t0.087\t0.431\t0.099\t0.478\t0.029\t-0.794\t0.078\t\n",
"OGLE-LMC-RRLYR-16539\t0.605\t0.051\t0.716\t0.019\t1.689\t0.042\t6700\t100\t0.115\t0.087\t0.605\t0.098\t0.475\t0.028\t-0.624\t0.078\t\n",
"OGLE-LMC-RRLYR-16540\t0.744\t0.051\t0.773\t0.020\t1.713\t0.042\t6350\t100\t0.051\t0.087\t0.585\t0.099\t0.547\t0.029\t-0.806\t0.079\t\n",
"OGLE-LMC-RRLYR-16541\t0.656\t0.050\t0.735\t0.019\t1.601\t0.043\t6250\t100\t0.268\t0.089\t0.83\t0.10\t0.576\t0.028\t-0.630\t0.078\t\n",
"OGLE-LMC-RRLYR-16542\t0.624\t0.051\t0.740\t0.020\t1.642\t0.044\t6350\t100\t0.165\t0.090\t0.70\t0.10\t0.549\t0.028\t-0.688\t0.080\t\n",
"OGLE-LMC-RRLYR-16547\t0.697\t0.050\t0.822\t0.019\t1.807\t0.042\t6330\t100\t-0.224\t0.088\t0.31\t0.10\t0.550\t0.028\t-1.081\t0.078\t\n",
"OGLE-LMC-RRLYR-16548\t0.710\t0.051\t0.763\t0.020\t1.692\t0.042\t6350\t100\t0.084\t0.088\t0.620\t0.099\t0.549\t0.028\t-0.773\t0.079\t\n",
"OGLE-LMC-RRLYR-16549\t0.590\t0.053\t0.715\t0.020\t1.672\t0.042\t6640\t100\t0.147\t0.088\t0.638\t0.099\t0.487\t0.028\t-0.609\t0.079\t\n",
"OGLE-LMC-RRLYR-16553\t0.667\t0.050\t0.745\t0.019\t1.641\t0.042\t6290\t100\t0.161\t0.088\t0.71\t0.10\t0.563\t0.028\t-0.714\t0.078\t\n",
"OGLE-LMC-RRLYR-16555\t0.601\t0.052\t0.718\t0.020\t1.713\t0.043\t6780\t100\t0.055\t0.089\t0.48\t0.10\t0.429\t0.029\t-0.613\t0.080\t\n",
"OGLE-LMC-RRLYR-16557\t0.631\t0.051\t0.708\t0.019\t1.655\t0.042\t6600\t100\t0.173\t0.088\t0.67\t0.10\t0.488\t0.028\t-0.592\t0.078\t\n",
"OGLE-LMC-RRLYR-16558\t0.743\t0.052\t0.809\t0.020\t1.792\t0.042\t6360\t100\t-0.177\t0.088\t0.35\t0.10\t0.546\t0.028\t-1.026\t0.080\t\n",
"OGLE-LMC-RRLYR-16560\t0.677\t0.050\t0.763\t0.019\t1.654\t0.042\t6246\t99\t0.135\t0.087\t0.706\t0.099\t0.580\t0.028\t-0.768\t0.077\t\n",
"OGLE-LMC-RRLYR-16565\t0.568\t0.051\t0.690\t0.020\t1.655\t0.042\t6770\t100\t0.196\t0.087\t0.666\t0.099\t0.456\t0.028\t-0.512\t0.079\t\n",
"OGLE-LMC-RRLYR-16568\t0.631\t0.050\t0.746\t0.019\t1.658\t0.042\t6394\t99\t0.138\t0.088\t0.67\t0.10\t0.538\t0.028\t-0.700\t0.077\t\n",
"OGLE-LMC-RRLYR-16569\t0.562\t0.050\t0.716\t0.019\t1.689\t0.042\t6710\t100\t0.092\t0.087\t0.580\t0.098\t0.475\t0.028\t-0.644\t0.077\t\n",
"OGLE-LMC-RRLYR-16574\t0.585\t0.053\t0.701\t0.020\t1.643\t0.042\t6640\t100\t0.217\t0.087\t0.707\t0.099\t0.487\t0.028\t-0.537\t0.079\t\n",
"OGLE-LMC-RRLYR-16575\t0.631\t0.051\t0.724\t0.019\t1.661\t0.042\t6520\t100\t0.145\t0.088\t0.65\t0.10\t0.517\t0.028\t-0.657\t0.079\t\n",
"OGLE-LMC-RRLYR-16576\t0.665\t0.053\t0.719\t0.020\t1.705\t0.042\t6730\t100\t0.090\t0.088\t0.562\t0.099\t0.470\t0.029\t-0.638\t0.080\t\n",
"OGLE-LMC-RRLYR-16577\t0.645\t0.050\t0.729\t0.019\t1.603\t0.042\t6280\t100\t0.256\t0.088\t0.80\t0.10\t0.565\t0.028\t-0.630\t0.078\t\n",
"OGLE-LMC-RRLYR-16578\t0.648\t0.052\t0.726\t0.020\t1.677\t0.042\t6570\t100\t0.135\t0.087\t0.642\t0.099\t0.500\t0.029\t-0.644\t0.078\t\n",
"OGLE-LMC-RRLYR-16579\t0.573\t0.050\t0.748\t0.019\t1.747\t0.042\t6680\t100\t-0.057\t0.087\t0.434\t0.099\t0.485\t0.028\t-0.804\t0.077\t\n",
"OGLE-LMC-RRLYR-16580\t0.609\t0.056\t0.688\t0.020\t1.657\t0.042\t6770\t100\t0.197\t0.088\t0.672\t0.099\t0.459\t0.029\t-0.517\t0.081\t\n",
"OGLE-LMC-RRLYR-16581\t0.670\t0.052\t0.752\t0.020\t1.741\t0.042\t6630\t100\t-0.018\t0.088\t0.489\t0.099\t0.496\t0.028\t-0.785\t0.080\t\n",
"OGLE-LMC-RRLYR-16583\t0.688\t0.052\t0.772\t0.020\t1.711\t0.043\t6350\t100\t-0.000\t0.089\t0.55\t0.10\t0.557\t0.028\t-0.860\t0.080\t\n",
"OGLE-LMC-RRLYR-16584\t0.674\t0.051\t0.738\t0.020\t1.649\t0.042\t6370\t100\t0.189\t0.087\t0.723\t0.099\t0.544\t0.028\t-0.661\t0.078\t\n",
"OGLE-LMC-RRLYR-16587\t0.672\t0.053\t0.739\t0.020\t1.725\t0.042\t6660\t100\t0.035\t0.088\t0.529\t0.099\t0.487\t0.028\t-0.721\t0.080\t\n",
"OGLE-LMC-RRLYR-16592\t0.603\t0.051\t0.716\t0.019\t1.678\t0.042\t6660\t100\t0.135\t0.087\t0.630\t0.098\t0.484\t0.028\t-0.615\t0.077\t\n",
"OGLE-LMC-RRLYR-16596\t0.671\t0.051\t0.725\t0.019\t1.673\t0.042\t6560\t100\t0.173\t0.087\t0.672\t0.099\t0.503\t0.028\t-0.614\t0.078\t\n",
"OGLE-LMC-RRLYR-16597\t0.665\t0.052\t0.728\t0.020\t1.684\t0.042\t6590\t100\t0.127\t0.087\t0.634\t0.099\t0.502\t0.028\t-0.652\t0.079\t\n",
"OGLE-LMC-RRLYR-16598\t0.689\t0.051\t0.819\t0.019\t1.837\t0.042\t6470\t100\t-0.285\t0.087\t0.252\t0.098\t0.530\t0.028\t-1.104\t0.078\t\n",
"OGLE-LMC-RRLYR-16601\t0.658\t0.052\t0.739\t0.020\t1.687\t0.042\t6510\t100\t0.103\t0.087\t0.618\t0.099\t0.517\t0.029\t-0.704\t0.079\t\n",
"OGLE-LMC-RRLYR-16602\t0.640\t0.058\t0.737\t0.022\t1.632\t0.046\t6310\t110\t0.181\t0.095\t0.74\t0.11\t0.562\t0.030\t-0.691\t0.088\t\n",
"OGLE-LMC-RRLYR-16603\t0.644\t0.050\t0.820\t0.019\t1.781\t0.042\t6260\t100\t-0.194\t0.088\t0.37\t0.10\t0.569\t0.028\t-1.076\t0.078\t\n",
"OGLE-LMC-RRLYR-16606\t0.664\t0.051\t0.719\t0.019\t1.616\t0.042\t6390\t100\t0.230\t0.087\t0.796\t0.099\t0.556\t0.028\t-0.627\t0.078\t\n",
"OGLE-LMC-RRLYR-16616\t0.752\t0.052\t0.783\t0.020\t1.705\t0.042\t6250\t100\t0.039\t0.088\t0.601\t0.099\t0.572\t0.029\t-0.858\t0.079\t\n",
"OGLE-LMC-RRLYR-16618\t0.735\t0.055\t0.756\t0.020\t1.723\t0.043\t6500\t100\t0.023\t0.089\t0.54\t0.10\t0.521\t0.028\t-0.788\t0.081\t\n",
"OGLE-LMC-RRLYR-16619\t0.724\t0.052\t0.760\t0.020\t1.690\t0.042\t6360\t100\t0.080\t0.088\t0.624\t0.099\t0.552\t0.028\t-0.778\t0.079\t\n",
"OGLE-LMC-RRLYR-16620\t0.646\t0.050\t0.725\t0.019\t1.668\t0.042\t6540\t100\t0.168\t0.087\t0.676\t0.098\t0.508\t0.028\t-0.620\t0.078\t\n",
"OGLE-LMC-RRLYR-16621\t0.565\t0.057\t0.712\t0.021\t1.638\t0.044\t6550\t110\t0.167\t0.090\t0.69\t0.10\t0.515\t0.031\t-0.629\t0.084\t\n",
"OGLE-LMC-RRLYR-16626\t0.618\t0.051\t0.764\t0.019\t1.720\t0.042\t6440\t100\t-0.020\t0.087\t0.499\t0.099\t0.529\t0.028\t-0.844\t0.079\t\n",
"OGLE-LMC-RRLYR-16627\t0.700\t0.051\t0.764\t0.019\t1.699\t0.042\t6370\t100\t0.064\t0.087\t0.596\t0.099\t0.544\t0.028\t-0.786\t0.078\t\n",
"OGLE-LMC-RRLYR-16628\t0.607\t0.051\t0.771\t0.019\t1.793\t0.042\t6680\t100\t-0.157\t0.087\t0.336\t0.098\t0.485\t0.028\t-0.909\t0.078\t\n",
"OGLE-LMC-RRLYR-16631\t0.761\t0.051\t0.776\t0.020\t1.712\t0.042\t6330\t100\t0.032\t0.088\t0.590\t0.099\t0.556\t0.028\t-0.830\t0.079\t\n",
"OGLE-LMC-RRLYR-16632\t0.598\t0.053\t0.716\t0.020\t1.672\t0.042\t6630\t100\t0.137\t0.088\t0.636\t0.099\t0.490\t0.028\t-0.620\t0.079\t\n",
"OGLE-LMC-RRLYR-16637\t0.735\t0.053\t0.754\t0.020\t1.701\t0.042\t6440\t100\t0.076\t0.088\t0.609\t0.099\t0.536\t0.028\t-0.760\t0.080\t\n",
"OGLE-LMC-RRLYR-16639\t0.707\t0.050\t0.772\t0.019\t1.706\t0.042\t6340\t100\t0.036\t0.088\t0.57\t0.10\t0.545\t0.028\t-0.817\t0.077\t\n",
"OGLE-LMC-RRLYR-16640\t0.663\t0.051\t0.810\t0.020\t1.807\t0.042\t6430\t100\t-0.214\t0.088\t0.315\t0.099\t0.532\t0.028\t-1.037\t0.080\t\n",
"OGLE-LMC-RRLYR-16644\t0.658\t0.051\t0.772\t0.019\t1.774\t0.042\t6590\t100\t-0.108\t0.087\t0.407\t0.098\t0.502\t0.028\t-0.886\t0.078\t\n",
"OGLE-LMC-RRLYR-16645\t0.617\t0.050\t0.739\t0.019\t1.625\t0.042\t6310\t100\t0.204\t0.088\t0.75\t0.10\t0.563\t0.028\t-0.678\t0.077\t\n",
"OGLE-LMC-RRLYR-16647\t0.675\t0.051\t0.759\t0.019\t1.763\t0.042\t6640\t100\t-0.059\t0.087\t0.439\t0.098\t0.490\t0.028\t-0.819\t0.079\t\n",
"OGLE-LMC-RRLYR-16648\t0.610\t0.051\t0.706\t0.019\t1.674\t0.042\t6710\t100\t0.184\t0.088\t0.653\t0.099\t0.468\t0.028\t-0.548\t0.079\t\n",
"OGLE-LMC-RRLYR-16649\t0.645\t0.051\t0.708\t0.019\t1.627\t0.042\t6520\t100\t0.260\t0.087\t0.781\t0.099\t0.516\t0.028\t-0.543\t0.078\t\n",
"OGLE-LMC-RRLYR-16651\t0.555\t0.049\t0.713\t0.019\t1.718\t0.041\t6830\t100\t0.054\t0.087\t0.508\t0.098\t0.448\t0.028\t-0.638\t0.077\t\n",
"OGLE-LMC-RRLYR-16652\t0.763\t0.050\t0.816\t0.019\t1.779\t0.042\t6282\t99\t-0.147\t0.087\t0.409\t0.099\t0.563\t0.028\t-1.027\t0.077\t\n",
"OGLE-LMC-RRLYR-16653\t0.701\t0.053\t0.759\t0.020\t1.748\t0.043\t6590\t100\t-0.031\t0.088\t0.47\t0.10\t0.503\t0.028\t-0.812\t0.079\t\n",
"OGLE-LMC-RRLYR-16654\t0.670\t0.051\t0.741\t0.019\t1.690\t0.042\t6510\t100\t0.078\t0.087\t0.602\t0.099\t0.522\t0.028\t-0.732\t0.078\t\n",
"OGLE-LMC-RRLYR-16659\t0.607\t0.050\t0.737\t0.019\t1.640\t0.043\t6400\t100\t0.162\t0.090\t0.70\t0.10\t0.537\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-16660\t0.533\t0.049\t0.680\t0.019\t1.619\t0.042\t6710\t100\t0.250\t0.087\t0.733\t0.098\t0.475\t0.028\t-0.489\t0.077\t\n",
"OGLE-LMC-RRLYR-16661\t0.601\t0.051\t0.711\t0.019\t1.675\t0.042\t6680\t100\t0.134\t0.087\t0.617\t0.099\t0.480\t0.028\t-0.612\t0.079\t\n",
"OGLE-LMC-RRLYR-16668\t0.606\t0.050\t0.767\t0.019\t1.698\t0.042\t6370\t100\t0.034\t0.088\t0.57\t0.10\t0.544\t0.028\t-0.817\t0.077\t\n",
"OGLE-LMC-RRLYR-16669\t0.629\t0.052\t0.701\t0.019\t1.657\t0.042\t6690\t100\t0.181\t0.087\t0.675\t0.099\t0.481\t0.028\t-0.565\t0.078\t\n",
"OGLE-LMC-RRLYR-16674\t0.673\t0.050\t0.792\t0.019\t1.734\t0.042\t6312\t99\t-0.050\t0.087\t0.501\t0.099\t0.558\t0.028\t-0.920\t0.077\t\n",
"OGLE-LMC-RRLYR-16675\t0.648\t0.050\t0.788\t0.019\t1.728\t0.042\t6323\t99\t-0.039\t0.087\t0.508\t0.099\t0.556\t0.028\t-0.908\t0.077\t\n",
"OGLE-LMC-RRLYR-16676\t0.730\t0.051\t0.762\t0.019\t1.706\t0.042\t6400\t100\t0.062\t0.087\t0.585\t0.099\t0.538\t0.028\t-0.776\t0.078\t\n",
"OGLE-LMC-RRLYR-16680\t0.701\t0.051\t0.760\t0.020\t1.737\t0.042\t6540\t100\t-0.003\t0.089\t0.48\t0.10\t0.499\t0.028\t-0.781\t0.079\t\n",
"OGLE-LMC-RRLYR-16683\t0.534\t0.050\t0.664\t0.019\t1.636\t0.042\t6890\t100\t0.253\t0.087\t0.697\t0.098\t0.434\t0.028\t-0.419\t0.078\t\n",
"OGLE-LMC-RRLYR-16690\t0.665\t0.051\t0.750\t0.020\t1.706\t0.042\t6500\t100\t0.070\t0.087\t0.577\t0.099\t0.514\t0.028\t-0.734\t0.079\t\n",
"OGLE-LMC-RRLYR-16693\t0.738\t0.060\t0.762\t0.022\t1.701\t0.044\t6390\t110\t0.084\t0.091\t0.61\t0.10\t0.541\t0.030\t-0.759\t0.085\t\n",
"OGLE-LMC-RRLYR-16695\t0.576\t0.050\t0.730\t0.019\t1.709\t0.042\t6680\t100\t0.038\t0.087\t0.532\t0.098\t0.483\t0.028\t-0.711\t0.078\t\n",
"OGLE-LMC-RRLYR-16696\t0.686\t0.061\t0.793\t0.021\t1.783\t0.043\t6480\t110\t-0.154\t0.090\t0.39\t0.10\t0.534\t0.030\t-0.973\t0.086\t\n",
"OGLE-LMC-RRLYR-16699\t0.587\t0.050\t0.730\t0.019\t1.736\t0.042\t6770\t100\t0.004\t0.087\t0.475\t0.098\t0.462\t0.028\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-16703\t0.557\t0.050\t0.702\t0.019\t1.681\t0.041\t6780\t100\t0.130\t0.087\t0.599\t0.098\t0.461\t0.028\t-0.587\t0.077\t\n",
"OGLE-LMC-RRLYR-16707\t0.689\t0.050\t0.732\t0.019\t1.591\t0.042\t6255\t99\t0.287\t0.088\t0.86\t0.10\t0.575\t0.028\t-0.614\t0.077\t\n",
"OGLE-LMC-RRLYR-16717\t0.619\t0.050\t0.741\t0.019\t1.636\t0.042\t6330\t100\t0.183\t0.088\t0.73\t0.10\t0.558\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-16724\t0.564\t0.051\t0.691\t0.020\t1.648\t0.042\t6730\t100\t0.232\t0.088\t0.705\t0.099\t0.464\t0.028\t-0.486\t0.079\t\n",
"OGLE-LMC-RRLYR-16727\t0.576\t0.051\t0.696\t0.019\t1.681\t0.042\t6820\t100\t0.145\t0.087\t0.610\t0.098\t0.453\t0.028\t-0.555\t0.078\t\n",
"OGLE-LMC-RRLYR-16730\t0.642\t0.050\t0.752\t0.019\t1.626\t0.042\t6230\t100\t0.181\t0.088\t0.76\t0.10\t0.589\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-16738\t0.573\t0.051\t0.694\t0.019\t1.563\t0.042\t6410\t100\t0.362\t0.089\t0.91\t0.10\t0.546\t0.028\t-0.479\t0.079\t\n",
"OGLE-LMC-RRLYR-16739\t0.770\t0.050\t0.779\t0.019\t1.705\t0.042\t6270\t100\t0.055\t0.088\t0.60\t0.10\t0.560\t0.028\t-0.823\t0.078\t\n",
"OGLE-LMC-RRLYR-16744\t0.608\t0.050\t0.777\t0.019\t1.766\t0.042\t6530\t100\t-0.126\t0.087\t0.400\t0.099\t0.519\t0.028\t-0.928\t0.078\t\n",
"OGLE-LMC-RRLYR-16745\t0.783\t0.050\t0.785\t0.019\t1.744\t0.043\t6390\t100\t-0.018\t0.089\t0.50\t0.10\t0.522\t0.028\t-0.838\t0.078\t\n",
"OGLE-LMC-RRLYR-16749\t0.725\t0.050\t0.769\t0.019\t1.698\t0.042\t6330\t100\t0.067\t0.088\t0.608\t0.099\t0.554\t0.028\t-0.798\t0.078\t\n",
"OGLE-LMC-RRLYR-16750\t0.696\t0.051\t0.734\t0.019\t1.689\t0.042\t6560\t100\t0.108\t0.087\t0.629\t0.098\t0.513\t0.028\t-0.688\t0.077\t\n",
"OGLE-LMC-RRLYR-16753\t0.560\t0.051\t0.733\t0.019\t1.751\t0.042\t6800\t100\t-0.038\t0.087\t0.424\t0.099\t0.454\t0.028\t-0.742\t0.078\t\n",
"OGLE-LMC-RRLYR-16755\t0.543\t0.051\t0.696\t0.019\t1.686\t0.042\t6840\t100\t0.124\t0.087\t0.580\t0.098\t0.443\t0.028\t-0.561\t0.078\t\n",
"OGLE-LMC-RRLYR-16756\t0.719\t0.051\t0.761\t0.019\t1.749\t0.042\t6570\t100\t-0.013\t0.087\t0.496\t0.099\t0.504\t0.028\t-0.802\t0.078\t\n",
"OGLE-LMC-RRLYR-16761\t0.788\t0.051\t0.790\t0.019\t1.737\t0.042\t6310\t100\t-0.010\t0.087\t0.531\t0.099\t0.556\t0.028\t-0.881\t0.078\t\n",
"OGLE-LMC-RRLYR-16764\t0.682\t0.050\t0.727\t0.019\t1.619\t0.042\t6350\t100\t0.282\t0.087\t0.819\t0.099\t0.548\t0.028\t-0.576\t0.078\t\n",
"OGLE-LMC-RRLYR-16765\t0.648\t0.052\t0.729\t0.020\t1.659\t0.042\t6470\t100\t0.157\t0.087\t0.675\t0.099\t0.524\t0.029\t-0.661\t0.079\t\n",
"OGLE-LMC-RRLYR-16768\t0.725\t0.050\t0.761\t0.019\t1.678\t0.042\t6310\t100\t0.117\t0.087\t0.664\t0.099\t0.557\t0.028\t-0.755\t0.077\t\n",
"OGLE-LMC-RRLYR-16769\t0.663\t0.051\t0.776\t0.020\t1.759\t0.042\t6490\t100\t-0.090\t0.088\t0.434\t0.099\t0.522\t0.028\t-0.901\t0.080\t\n",
"OGLE-LMC-RRLYR-16770\t0.574\t0.053\t0.688\t0.020\t1.620\t0.043\t6650\t100\t0.277\t0.089\t0.75\t0.10\t0.482\t0.028\t-0.474\t0.080\t\n",
"OGLE-LMC-RRLYR-16771\t0.667\t0.051\t0.733\t0.019\t1.706\t0.042\t6630\t100\t0.076\t0.087\t0.573\t0.098\t0.491\t0.028\t-0.689\t0.078\t\n",
"OGLE-LMC-RRLYR-16777\t0.606\t0.052\t0.710\t0.020\t1.657\t0.042\t6620\t100\t0.191\t0.087\t0.685\t0.099\t0.492\t0.028\t-0.573\t0.079\t\n",
"OGLE-LMC-RRLYR-16783\t0.614\t0.051\t0.722\t0.019\t1.677\t0.042\t6620\t100\t0.115\t0.087\t0.619\t0.099\t0.496\t0.028\t-0.654\t0.078\t\n",
"OGLE-LMC-RRLYR-16785\t0.647\t0.050\t0.759\t0.019\t1.678\t0.042\t6340\t100\t0.087\t0.087\t0.629\t0.099\t0.553\t0.028\t-0.773\t0.078\t\n",
"OGLE-LMC-RRLYR-16786\t0.639\t0.052\t0.726\t0.019\t1.673\t0.042\t6550\t100\t0.131\t0.087\t0.645\t0.099\t0.511\t0.028\t-0.664\t0.078\t\n",
"OGLE-LMC-RRLYR-16788\t0.547\t0.054\t0.686\t0.020\t1.652\t0.042\t6790\t100\t0.196\t0.088\t0.660\t0.099\t0.458\t0.029\t-0.514\t0.081\t\n",
"OGLE-LMC-RRLYR-16792\t0.726\t0.050\t0.753\t0.019\t1.703\t0.042\t6460\t100\t0.068\t0.087\t0.600\t0.099\t0.532\t0.028\t-0.763\t0.078\t\n",
"OGLE-LMC-RRLYR-16799\t0.612\t0.053\t0.705\t0.020\t1.671\t0.042\t6700\t100\t0.158\t0.088\t0.649\t0.099\t0.475\t0.028\t-0.578\t0.079\t\n",
"OGLE-LMC-RRLYR-16800\t0.715\t0.051\t0.751\t0.019\t1.708\t0.042\t6490\t100\t0.051\t0.087\t0.573\t0.099\t0.524\t0.028\t-0.768\t0.078\t\n",
"OGLE-LMC-RRLYR-16802\t0.690\t0.055\t0.753\t0.021\t1.678\t0.045\t6370\t110\t0.119\t0.092\t0.64\t0.11\t0.541\t0.029\t-0.727\t0.082\t\n",
"OGLE-LMC-RRLYR-16804\t0.573\t0.053\t0.692\t0.020\t1.682\t0.042\t6850\t100\t0.151\t0.088\t0.603\t0.099\t0.443\t0.029\t-0.534\t0.080\t\n",
"OGLE-LMC-RRLYR-16807\t0.660\t0.051\t0.729\t0.019\t1.667\t0.042\t6510\t100\t0.156\t0.087\t0.669\t0.099\t0.516\t0.028\t-0.647\t0.078\t\n",
"OGLE-LMC-RRLYR-16808\t0.650\t0.052\t0.722\t0.020\t1.691\t0.042\t6650\t100\t0.131\t0.087\t0.616\t0.099\t0.485\t0.028\t-0.623\t0.079\t\n",
"OGLE-LMC-RRLYR-16809\t0.610\t0.050\t0.774\t0.019\t1.708\t0.042\t6337\t99\t-0.001\t0.087\t0.544\t0.099\t0.552\t0.028\t-0.868\t0.077\t\n",
"OGLE-LMC-RRLYR-16810\t0.561\t0.050\t0.701\t0.019\t1.665\t0.042\t6720\t100\t0.146\t0.087\t0.622\t0.099\t0.472\t0.028\t-0.583\t0.077\t\n",
"OGLE-LMC-RRLYR-16818\t0.603\t0.051\t0.709\t0.019\t1.661\t0.042\t6650\t100\t0.162\t0.087\t0.659\t0.099\t0.489\t0.028\t-0.595\t0.078\t\n",
"OGLE-LMC-RRLYR-16819\t0.688\t0.053\t0.740\t0.020\t1.673\t0.042\t6440\t100\t0.130\t0.088\t0.660\t0.099\t0.534\t0.029\t-0.703\t0.080\t\n",
"OGLE-LMC-RRLYR-16820\t0.702\t0.050\t0.765\t0.019\t1.760\t0.042\t6580\t100\t-0.038\t0.087\t0.470\t0.098\t0.501\t0.028\t-0.819\t0.077\t\n",
"OGLE-LMC-RRLYR-16821\t0.692\t0.052\t0.766\t0.020\t1.713\t0.042\t6400\t100\t0.023\t0.088\t0.557\t0.099\t0.539\t0.028\t-0.821\t0.079\t\n",
"OGLE-LMC-RRLYR-16824\t0.653\t0.051\t0.717\t0.019\t1.657\t0.042\t6580\t100\t0.203\t0.087\t0.716\t0.099\t0.506\t0.028\t-0.584\t0.078\t\n",
"OGLE-LMC-RRLYR-16826\t0.579\t0.050\t0.702\t0.019\t1.669\t0.042\t6720\t100\t0.146\t0.087\t0.630\t0.099\t0.472\t0.028\t-0.583\t0.078\t\n",
"OGLE-LMC-RRLYR-16831\t0.693\t0.051\t0.790\t0.019\t1.753\t0.042\t6360\t100\t-0.094\t0.088\t0.451\t0.099\t0.551\t0.028\t-0.945\t0.079\t\n",
"OGLE-LMC-RRLYR-16832\t0.632\t0.050\t0.729\t0.019\t1.640\t0.042\t6420\t100\t0.158\t0.087\t0.713\t0.099\t0.545\t0.028\t-0.684\t0.078\t\n",
"OGLE-LMC-RRLYR-16839\t0.571\t0.052\t0.706\t0.020\t1.652\t0.042\t6640\t100\t0.193\t0.088\t0.68\t0.10\t0.486\t0.028\t-0.565\t0.079\t\n",
"OGLE-LMC-RRLYR-16843\t0.636\t0.050\t0.759\t0.019\t1.752\t0.042\t6600\t100\t-0.067\t0.087\t0.426\t0.098\t0.496\t0.028\t-0.836\t0.077\t\n",
"OGLE-LMC-RRLYR-16845\t0.664\t0.052\t0.745\t0.019\t1.696\t0.042\t6500\t100\t0.066\t0.088\t0.590\t0.099\t0.523\t0.028\t-0.747\t0.079\t\n",
"OGLE-LMC-RRLYR-16846\t0.699\t0.053\t0.736\t0.020\t1.704\t0.042\t6590\t100\t0.088\t0.088\t0.587\t0.099\t0.500\t0.028\t-0.694\t0.079\t\n",
"OGLE-LMC-RRLYR-16847\t0.653\t0.050\t0.751\t0.019\t1.700\t0.042\t6460\t100\t0.049\t0.087\t0.574\t0.099\t0.527\t0.028\t-0.774\t0.078\t\n",
"OGLE-LMC-RRLYR-16854\t0.589\t0.051\t0.714\t0.019\t1.698\t0.042\t6750\t100\t0.085\t0.087\t0.563\t0.099\t0.469\t0.028\t-0.639\t0.079\t\n",
"OGLE-LMC-RRLYR-16855\t0.598\t0.050\t0.732\t0.019\t1.643\t0.043\t6440\t100\t0.165\t0.090\t0.69\t0.10\t0.524\t0.029\t-0.648\t0.078\t\n",
"OGLE-LMC-RRLYR-16856\t0.687\t0.050\t0.820\t0.019\t1.795\t0.042\t6317\t99\t-0.200\t0.088\t0.350\t0.099\t0.556\t0.028\t-1.066\t0.078\t\n",
"OGLE-LMC-RRLYR-16862\t0.675\t0.051\t0.778\t0.019\t1.703\t0.043\t6280\t100\t0.007\t0.088\t0.57\t0.10\t0.570\t0.028\t-0.877\t0.079\t\n",
"OGLE-LMC-RRLYR-16863\t0.714\t0.051\t0.751\t0.019\t1.689\t0.042\t6420\t100\t0.105\t0.088\t0.641\t0.099\t0.537\t0.028\t-0.729\t0.079\t\n",
"OGLE-LMC-RRLYR-16865\t0.746\t0.051\t0.776\t0.020\t1.727\t0.042\t6380\t100\t0.014\t0.088\t0.53\t0.10\t0.540\t0.028\t-0.829\t0.079\t\n",
"OGLE-LMC-RRLYR-16867\t0.735\t0.052\t0.786\t0.020\t1.731\t0.042\t6320\t100\t-0.027\t0.087\t0.523\t0.099\t0.558\t0.028\t-0.898\t0.078\t\n",
"OGLE-LMC-RRLYR-16871\t0.643\t0.051\t0.786\t0.019\t1.805\t0.042\t6600\t100\t-0.194\t0.087\t0.316\t0.099\t0.502\t0.029\t-0.970\t0.079\t\n",
"OGLE-LMC-RRLYR-16872\t0.557\t0.050\t0.697\t0.019\t1.707\t0.041\t6910\t100\t0.107\t0.087\t0.545\t0.098\t0.433\t0.028\t-0.560\t0.078\t\n",
"OGLE-LMC-RRLYR-16874\t0.681\t0.050\t0.765\t0.019\t1.695\t0.043\t6400\t100\t0.050\t0.090\t0.58\t0.10\t0.534\t0.029\t-0.776\t0.078\t\n",
"OGLE-LMC-RRLYR-16875\t0.652\t0.050\t0.751\t0.019\t1.642\t0.042\t6300\t100\t0.168\t0.088\t0.72\t0.10\t0.563\t0.028\t-0.707\t0.077\t\n",
"OGLE-LMC-RRLYR-16876\t0.658\t0.056\t0.726\t0.021\t1.698\t0.043\t6650\t110\t0.097\t0.089\t0.59\t0.10\t0.488\t0.030\t-0.663\t0.082\t\n",
"OGLE-LMC-RRLYR-16877\t0.658\t0.051\t0.736\t0.020\t1.687\t0.042\t6530\t100\t0.130\t0.088\t0.63\t0.10\t0.508\t0.028\t-0.661\t0.079\t\n",
"OGLE-LMC-RRLYR-16882\t0.637\t0.051\t0.711\t0.019\t1.659\t0.042\t6600\t100\t0.189\t0.087\t0.699\t0.099\t0.499\t0.028\t-0.592\t0.078\t\n",
"OGLE-LMC-RRLYR-16885\t0.651\t0.051\t0.744\t0.019\t1.690\t0.042\t6480\t100\t0.102\t0.087\t0.622\t0.099\t0.520\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-16887\t0.674\t0.051\t0.747\t0.019\t1.713\t0.042\t6550\t100\t0.038\t0.087\t0.553\t0.099\t0.512\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-16892\t0.583\t0.050\t0.735\t0.019\t1.737\t0.042\t6740\t100\t-0.017\t0.087\t0.461\t0.098\t0.470\t0.028\t-0.748\t0.078\t\n",
"OGLE-LMC-RRLYR-16896\t0.707\t0.050\t0.761\t0.019\t1.683\t0.042\t6330\t100\t0.107\t0.087\t0.645\t0.099\t0.551\t0.028\t-0.754\t0.078\t\n",
"OGLE-LMC-RRLYR-16898\t0.632\t0.050\t0.716\t0.019\t1.561\t0.043\t6230\t100\t0.358\t0.089\t0.92\t0.10\t0.582\t0.028\t-0.555\t0.078\t\n",
"OGLE-LMC-RRLYR-16901\t0.572\t0.052\t0.681\t0.020\t1.612\t0.043\t6680\t100\t0.252\t0.091\t0.71\t0.10\t0.458\t0.029\t-0.465\t0.080\t\n",
"OGLE-LMC-RRLYR-16902\t0.712\t0.060\t0.759\t0.022\t1.713\t0.044\t6460\t110\t0.056\t0.090\t0.58\t0.10\t0.529\t0.031\t-0.765\t0.086\t\n",
"OGLE-LMC-RRLYR-16906\t0.573\t0.050\t0.785\t0.019\t1.810\t0.042\t6640\t100\t-0.220\t0.087\t0.282\t0.098\t0.493\t0.028\t-0.981\t0.078\t\n",
"OGLE-LMC-RRLYR-16912\t0.654\t0.053\t0.715\t0.020\t1.682\t0.042\t6680\t100\t0.136\t0.088\t0.627\t0.099\t0.483\t0.029\t-0.614\t0.080\t\n",
"OGLE-LMC-RRLYR-16913\t0.646\t0.051\t0.742\t0.019\t1.654\t0.042\t6370\t100\t0.160\t0.087\t0.690\t0.099\t0.544\t0.028\t-0.690\t0.078\t\n",
"OGLE-LMC-RRLYR-16917\t0.590\t0.050\t0.777\t0.019\t1.731\t0.043\t6400\t100\t-0.064\t0.090\t0.46\t0.10\t0.531\t0.029\t-0.889\t0.078\t\n",
"OGLE-LMC-RRLYR-16920\t0.646\t0.052\t0.728\t0.020\t1.671\t0.042\t6530\t100\t0.156\t0.087\t0.658\t0.099\t0.510\t0.028\t-0.638\t0.079\t\n",
"OGLE-LMC-RRLYR-16921\t0.662\t0.052\t0.743\t0.019\t1.680\t0.042\t6440\t100\t0.091\t0.088\t0.61\t0.10\t0.534\t0.028\t-0.736\t0.079\t\n",
"OGLE-LMC-RRLYR-16922\t0.681\t0.051\t0.731\t0.019\t1.682\t0.042\t6550\t100\t0.139\t0.087\t0.653\t0.098\t0.508\t0.028\t-0.653\t0.078\t\n",
"OGLE-LMC-RRLYR-16923\t0.653\t0.050\t0.765\t0.019\t1.677\t0.042\t6300\t100\t0.080\t0.087\t0.634\t0.099\t0.563\t0.028\t-0.798\t0.077\t\n",
"OGLE-LMC-RRLYR-16926\t0.663\t0.051\t0.741\t0.019\t1.680\t0.042\t6470\t100\t0.095\t0.088\t0.623\t0.099\t0.530\t0.028\t-0.731\t0.078\t\n",
"OGLE-LMC-RRLYR-16929\t0.546\t0.051\t0.691\t0.019\t1.645\t0.042\t6700\t100\t0.183\t0.087\t0.676\t0.099\t0.474\t0.028\t-0.557\t0.078\t\n",
"OGLE-LMC-RRLYR-16930\t0.683\t0.050\t0.808\t0.019\t1.783\t0.042\t6350\t100\t-0.161\t0.087\t0.379\t0.099\t0.548\t0.028\t-1.014\t0.078\t\n",
"OGLE-LMC-RRLYR-16934\t0.737\t0.051\t0.749\t0.019\t1.696\t0.042\t6470\t100\t0.110\t0.087\t0.633\t0.099\t0.528\t0.028\t-0.716\t0.077\t\n",
"OGLE-LMC-RRLYR-16936\t0.599\t0.050\t0.700\t0.019\t1.600\t0.043\t6520\t100\t0.266\t0.090\t0.77\t0.10\t0.504\t0.029\t-0.516\t0.078\t\n",
"OGLE-LMC-RRLYR-16938\t0.658\t0.055\t0.729\t0.020\t1.722\t0.043\t6710\t100\t0.045\t0.089\t0.53\t0.10\t0.475\t0.029\t-0.692\t0.082\t\n",
"OGLE-LMC-RRLYR-16941\t0.709\t0.051\t0.748\t0.019\t1.681\t0.042\t6410\t100\t0.107\t0.087\t0.645\t0.099\t0.542\t0.028\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-16942\t0.683\t0.051\t0.759\t0.019\t1.683\t0.042\t6340\t100\t0.091\t0.087\t0.629\t0.099\t0.549\t0.028\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-16943\t0.759\t0.050\t0.781\t0.019\t1.709\t0.042\t6330\t100\t0.031\t0.089\t0.58\t0.10\t0.552\t0.028\t-0.828\t0.077\t\n",
"OGLE-LMC-RRLYR-16944\t0.617\t0.051\t0.713\t0.020\t1.655\t0.043\t6630\t100\t0.152\t0.090\t0.62\t0.10\t0.473\t0.029\t-0.582\t0.079\t\n",
"OGLE-LMC-RRLYR-16946\t0.573\t0.052\t0.700\t0.020\t1.662\t0.042\t6710\t100\t0.180\t0.088\t0.659\t0.099\t0.469\t0.029\t-0.555\t0.079\t\n",
"OGLE-LMC-RRLYR-16948\t0.663\t0.050\t0.754\t0.019\t1.654\t0.042\t6297\t99\t0.147\t0.087\t0.700\t0.099\t0.564\t0.028\t-0.738\t0.077\t\n",
"OGLE-LMC-RRLYR-16949\t0.682\t0.050\t0.755\t0.019\t1.651\t0.042\t6291\t99\t0.157\t0.087\t0.716\t0.099\t0.566\t0.028\t-0.726\t0.077\t\n",
"OGLE-LMC-RRLYR-16950\t0.687\t0.055\t0.756\t0.020\t1.710\t0.043\t6480\t100\t0.020\t0.089\t0.56\t0.10\t0.531\t0.028\t-0.801\t0.081\t\n",
"OGLE-LMC-RRLYR-16952\t0.672\t0.051\t0.756\t0.020\t1.721\t0.042\t6510\t100\t0.020\t0.087\t0.533\t0.099\t0.517\t0.028\t-0.783\t0.079\t\n",
"OGLE-LMC-RRLYR-16953\t0.647\t0.051\t0.765\t0.019\t1.765\t0.042\t6610\t100\t-0.096\t0.087\t0.410\t0.099\t0.500\t0.028\t-0.871\t0.078\t\n",
"OGLE-LMC-RRLYR-16957\t0.641\t0.051\t0.725\t0.020\t1.662\t0.042\t6520\t100\t0.173\t0.088\t0.68\t0.10\t0.511\t0.028\t-0.625\t0.079\t\n",
"OGLE-LMC-RRLYR-16958\t0.594\t0.054\t0.712\t0.020\t1.642\t0.042\t6550\t100\t0.210\t0.088\t0.712\t0.099\t0.507\t0.029\t-0.579\t0.080\t\n",
"OGLE-LMC-RRLYR-16962\t0.709\t0.050\t0.762\t0.019\t1.683\t0.042\t6330\t100\t0.110\t0.087\t0.650\t0.099\t0.552\t0.028\t-0.752\t0.078\t\n",
"OGLE-LMC-RRLYR-16964\t0.689\t0.050\t0.748\t0.019\t1.684\t0.042\t6430\t100\t0.123\t0.087\t0.636\t0.099\t0.528\t0.028\t-0.702\t0.078\t\n",
"OGLE-LMC-RRLYR-16968\t0.685\t0.060\t0.767\t0.023\t1.740\t0.044\t6500\t110\t-0.014\t0.091\t0.50\t0.10\t0.517\t0.030\t-0.818\t0.088\t\n",
"OGLE-LMC-RRLYR-16973\t0.655\t0.051\t0.731\t0.019\t1.652\t0.042\t6430\t100\t0.170\t0.087\t0.694\t0.099\t0.534\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-16976\t0.689\t0.051\t0.749\t0.019\t1.666\t0.042\t6350\t100\t0.140\t0.087\t0.676\t0.099\t0.548\t0.028\t-0.718\t0.078\t\n",
"OGLE-LMC-RRLYR-16979\t0.592\t0.052\t0.688\t0.019\t1.657\t0.042\t6780\t100\t0.201\t0.087\t0.674\t0.099\t0.459\t0.028\t-0.510\t0.079\t\n",
"OGLE-LMC-RRLYR-16982\t0.659\t0.051\t0.736\t0.019\t1.656\t0.042\t6410\t100\t0.167\t0.087\t0.701\t0.098\t0.537\t0.028\t-0.672\t0.078\t\n",
"OGLE-LMC-RRLYR-16983\t0.648\t0.051\t0.735\t0.019\t1.673\t0.042\t6490\t100\t0.136\t0.088\t0.644\t0.099\t0.517\t0.028\t-0.668\t0.079\t\n",
"OGLE-LMC-RRLYR-16984\t0.657\t0.050\t0.753\t0.019\t1.645\t0.042\t6281\t99\t0.144\t0.087\t0.708\t0.099\t0.567\t0.028\t-0.741\t0.077\t\n",
"OGLE-LMC-RRLYR-16986\t0.648\t0.052\t0.734\t0.020\t1.690\t0.042\t6560\t100\t0.109\t0.088\t0.617\t0.099\t0.506\t0.028\t-0.679\t0.079\t\n",
"OGLE-LMC-RRLYR-16987\t0.743\t0.050\t0.793\t0.019\t1.717\t0.042\t6230\t100\t-0.010\t0.087\t0.560\t0.099\t0.578\t0.028\t-0.912\t0.077\t\n",
"OGLE-LMC-RRLYR-16990\t0.677\t0.050\t0.761\t0.019\t1.686\t0.043\t6370\t100\t0.069\t0.089\t0.60\t0.10\t0.541\t0.028\t-0.773\t0.078\t\n",
"OGLE-LMC-RRLYR-16994\t0.632\t0.054\t0.711\t0.020\t1.685\t0.042\t6700\t100\t0.129\t0.089\t0.623\t0.099\t0.477\t0.028\t-0.612\t0.081\t\n",
"OGLE-LMC-RRLYR-16996\t0.599\t0.050\t0.726\t0.019\t1.597\t0.043\t6310\t100\t0.273\t0.089\t0.82\t0.10\t0.564\t0.029\t-0.615\t0.077\t\n",
"OGLE-LMC-RRLYR-16998\t0.705\t0.052\t0.740\t0.019\t1.705\t0.042\t6570\t100\t0.084\t0.087\t0.586\t0.099\t0.505\t0.028\t-0.706\t0.078\t\n",
"OGLE-LMC-RRLYR-17000\t0.631\t0.051\t0.747\t0.020\t1.713\t0.042\t6550\t100\t0.038\t0.088\t0.548\t0.099\t0.507\t0.028\t-0.757\t0.079\t\n",
"OGLE-LMC-RRLYR-17003\t0.608\t0.052\t0.729\t0.020\t1.708\t0.042\t6680\t100\t0.045\t0.088\t0.533\t0.099\t0.484\t0.028\t-0.706\t0.079\t\n",
"OGLE-LMC-RRLYR-17004\t0.634\t0.050\t0.789\t0.019\t1.741\t0.042\t6350\t100\t-0.074\t0.088\t0.468\t0.099\t0.544\t0.028\t-0.923\t0.078\t\n",
"OGLE-LMC-RRLYR-17006\t0.647\t0.050\t0.762\t0.019\t1.682\t0.043\t6340\t100\t0.085\t0.088\t0.62\t0.10\t0.549\t0.028\t-0.776\t0.077\t\n",
"OGLE-LMC-RRLYR-17007\t0.711\t0.052\t0.749\t0.019\t1.695\t0.042\t6470\t100\t0.113\t0.087\t0.638\t0.099\t0.525\t0.028\t-0.707\t0.079\t\n",
"OGLE-LMC-RRLYR-17008\t0.633\t0.052\t0.724\t0.020\t1.693\t0.042\t6650\t100\t0.089\t0.088\t0.588\t0.099\t0.490\t0.028\t-0.671\t0.079\t\n",
"OGLE-LMC-RRLYR-17010\t0.716\t0.051\t0.789\t0.019\t1.746\t0.042\t6350\t100\t-0.073\t0.088\t0.472\t0.099\t0.553\t0.028\t-0.930\t0.079\t\n",
"OGLE-LMC-RRLYR-17011\t0.644\t0.050\t0.740\t0.019\t1.646\t0.042\t6370\t100\t0.185\t0.087\t0.719\t0.099\t0.546\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-17012\t0.680\t0.051\t0.727\t0.019\t1.669\t0.042\t6540\t100\t0.144\t0.087\t0.669\t0.099\t0.517\t0.028\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-17013\t0.547\t0.051\t0.696\t0.019\t1.649\t0.042\t6710\t100\t0.197\t0.087\t0.680\t0.099\t0.472\t0.028\t-0.533\t0.078\t\n",
"OGLE-LMC-RRLYR-17014\t0.751\t0.050\t0.783\t0.019\t1.702\t0.042\t6240\t99\t0.050\t0.087\t0.610\t0.099\t0.571\t0.028\t-0.847\t0.077\t\n",
"OGLE-LMC-RRLYR-17019\t0.630\t0.051\t0.790\t0.020\t1.762\t0.042\t6400\t100\t-0.129\t0.088\t0.407\t0.099\t0.537\t0.028\t-0.961\t0.079\t\n",
"OGLE-LMC-RRLYR-17022\t0.575\t0.051\t0.714\t0.019\t1.706\t0.042\t6780\t100\t0.074\t0.087\t0.544\t0.098\t0.459\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-17024\t0.653\t0.050\t0.757\t0.019\t1.658\t0.042\t6300\t100\t0.135\t0.088\t0.69\t0.10\t0.565\t0.028\t-0.745\t0.077\t\n",
"OGLE-LMC-RRLYR-17027\t0.674\t0.054\t0.733\t0.020\t1.654\t0.044\t6430\t100\t0.140\t0.090\t0.66\t0.10\t0.537\t0.029\t-0.693\t0.082\t\n",
"OGLE-LMC-RRLYR-17031\t0.695\t0.050\t0.817\t0.019\t1.794\t0.042\t6331\t99\t-0.187\t0.087\t0.358\t0.099\t0.552\t0.028\t-1.049\t0.078\t\n",
"OGLE-LMC-RRLYR-17035\t0.662\t0.056\t0.745\t0.021\t1.640\t0.045\t6300\t100\t0.176\t0.092\t0.74\t0.11\t0.566\t0.029\t-0.701\t0.084\t\n",
"OGLE-LMC-RRLYR-17040\t0.571\t0.051\t0.731\t0.020\t1.743\t0.042\t6790\t100\t-0.014\t0.087\t0.445\t0.098\t0.453\t0.029\t-0.719\t0.080\t\n",
"OGLE-LMC-RRLYR-17041\t0.704\t0.050\t0.762\t0.019\t1.694\t0.042\t6370\t100\t0.079\t0.087\t0.621\t0.099\t0.546\t0.028\t-0.769\t0.078\t\n",
"OGLE-LMC-RRLYR-17042\t0.668\t0.051\t0.777\t0.019\t1.677\t0.043\t6230\t100\t0.079\t0.090\t0.66\t0.10\t0.592\t0.029\t-0.834\t0.079\t\n",
"OGLE-LMC-RRLYR-17045\t0.682\t0.050\t0.765\t0.019\t1.678\t0.042\t6310\t100\t0.095\t0.088\t0.64\t0.10\t0.559\t0.028\t-0.779\t0.077\t\n",
"OGLE-LMC-RRLYR-17046\t0.654\t0.050\t0.750\t0.019\t1.644\t0.042\t6292\t99\t0.161\t0.088\t0.71\t0.10\t0.566\t0.028\t-0.726\t0.077\t\n",
"OGLE-LMC-RRLYR-17047\t0.616\t0.050\t0.737\t0.019\t1.612\t0.042\t6268\t99\t0.223\t0.087\t0.790\t0.099\t0.575\t0.028\t-0.679\t0.077\t\n",
"OGLE-LMC-RRLYR-17051\t0.635\t0.052\t0.709\t0.020\t1.679\t0.042\t6710\t100\t0.140\t0.088\t0.631\t0.099\t0.476\t0.028\t-0.600\t0.080\t\n",
"OGLE-LMC-RRLYR-17052\t0.699\t0.051\t0.771\t0.019\t1.687\t0.042\t6290\t100\t0.069\t0.087\t0.626\t0.099\t0.564\t0.028\t-0.810\t0.078\t\n",
"OGLE-LMC-RRLYR-17054\t0.590\t0.061\t0.699\t0.022\t1.651\t0.044\t6670\t110\t0.193\t0.091\t0.67\t0.10\t0.479\t0.029\t-0.551\t0.085\t\n",
"OGLE-LMC-RRLYR-17063\t0.704\t0.050\t0.767\t0.019\t1.730\t0.043\t6480\t100\t0.007\t0.090\t0.50\t0.10\t0.499\t0.029\t-0.771\t0.078\t\n",
"OGLE-LMC-RRLYR-17066\t0.548\t0.050\t0.711\t0.019\t1.673\t0.042\t6680\t100\t0.119\t0.087\t0.607\t0.099\t0.481\t0.028\t-0.626\t0.078\t\n",
"OGLE-LMC-RRLYR-17068\t0.616\t0.050\t0.716\t0.019\t1.613\t0.042\t6400\t100\t0.248\t0.088\t0.77\t0.10\t0.538\t0.028\t-0.586\t0.078\t\n",
"OGLE-LMC-RRLYR-17074\t0.600\t0.051\t0.676\t0.019\t1.573\t0.042\t6550\t100\t0.372\t0.087\t0.876\t0.099\t0.508\t0.028\t-0.422\t0.078\t\n",
"OGLE-LMC-RRLYR-17079\t0.696\t0.051\t0.741\t0.019\t1.672\t0.042\t6420\t100\t0.131\t0.087\t0.658\t0.099\t0.535\t0.028\t-0.705\t0.078\t\n",
"OGLE-LMC-RRLYR-17084\t0.627\t0.054\t0.725\t0.020\t1.659\t0.042\t6510\t100\t0.159\t0.088\t0.674\t0.099\t0.517\t0.028\t-0.645\t0.079\t\n",
"OGLE-LMC-RRLYR-17086\t0.613\t0.051\t0.725\t0.020\t1.727\t0.042\t6770\t100\t0.034\t0.087\t0.499\t0.099\t0.460\t0.028\t-0.678\t0.079\t\n",
"OGLE-LMC-RRLYR-17088\t0.634\t0.051\t0.705\t0.019\t1.642\t0.042\t6600\t100\t0.233\t0.087\t0.732\t0.099\t0.498\t0.028\t-0.545\t0.078\t\n",
"OGLE-LMC-RRLYR-17090\t0.592\t0.051\t0.728\t0.020\t1.698\t0.042\t6640\t100\t0.065\t0.087\t0.562\t0.098\t0.491\t0.029\t-0.696\t0.079\t\n",
"OGLE-LMC-RRLYR-17093\t0.719\t0.050\t0.768\t0.019\t1.661\t0.042\t6223\t99\t0.132\t0.087\t0.705\t0.099\t0.582\t0.028\t-0.776\t0.077\t\n",
"OGLE-LMC-RRLYR-17104\t0.602\t0.052\t0.710\t0.019\t1.626\t0.042\t6490\t100\t0.219\t0.088\t0.744\t0.099\t0.523\t0.028\t-0.594\t0.079\t\n",
"OGLE-LMC-RRLYR-17105\t0.677\t0.052\t0.738\t0.020\t1.680\t0.042\t6490\t100\t0.125\t0.087\t0.638\t0.099\t0.521\t0.028\t-0.687\t0.079\t\n",
"OGLE-LMC-RRLYR-17111\t0.712\t0.050\t0.761\t0.019\t1.693\t0.042\t6370\t100\t0.094\t0.087\t0.631\t0.099\t0.544\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-17113\t0.707\t0.051\t0.798\t0.019\t1.822\t0.042\t6560\t100\t-0.213\t0.087\t0.299\t0.098\t0.508\t0.028\t-1.003\t0.078\t\n",
"OGLE-LMC-RRLYR-17116\t0.647\t0.051\t0.794\t0.020\t1.719\t0.042\t6250\t100\t-0.039\t0.088\t0.53\t0.10\t0.574\t0.028\t-0.928\t0.078\t\n",
"OGLE-LMC-RRLYR-17118\t0.681\t0.050\t0.760\t0.019\t1.672\t0.042\t6318\t99\t0.108\t0.088\t0.656\t0.099\t0.557\t0.028\t-0.763\t0.077\t\n",
"OGLE-LMC-RRLYR-17123\t0.577\t0.051\t0.685\t0.019\t1.614\t0.042\t6640\t100\t0.294\t0.088\t0.781\t0.099\t0.486\t0.028\t-0.465\t0.078\t\n",
"OGLE-LMC-RRLYR-17126\t0.576\t0.050\t0.747\t0.019\t1.776\t0.042\t6790\t100\t-0.093\t0.087\t0.366\t0.098\t0.454\t0.028\t-0.798\t0.078\t\n",
"OGLE-LMC-RRLYR-17129\t0.679\t0.050\t0.764\t0.019\t1.675\t0.042\t6290\t100\t0.095\t0.088\t0.65\t0.10\t0.564\t0.028\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-17131\t0.699\t0.051\t0.773\t0.019\t1.711\t0.042\t6340\t100\t0.023\t0.087\t0.559\t0.099\t0.549\t0.028\t-0.832\t0.078\t\n",
"OGLE-LMC-RRLYR-17134\t0.635\t0.050\t0.760\t0.019\t1.756\t0.042\t6620\t100\t-0.074\t0.087\t0.433\t0.098\t0.498\t0.028\t-0.845\t0.077\t\n",
"OGLE-LMC-RRLYR-17137\t0.622\t0.051\t0.767\t0.019\t1.768\t0.042\t6600\t100\t-0.104\t0.087\t0.393\t0.099\t0.496\t0.028\t-0.874\t0.078\t\n",
"OGLE-LMC-RRLYR-17140\t0.644\t0.051\t0.724\t0.019\t1.641\t0.042\t6440\t100\t0.194\t0.087\t0.724\t0.099\t0.533\t0.028\t-0.639\t0.077\t\n",
"OGLE-LMC-RRLYR-17144\t0.652\t0.052\t0.731\t0.020\t1.690\t0.042\t6580\t100\t0.114\t0.088\t0.617\t0.099\t0.501\t0.028\t-0.667\t0.079\t\n",
"OGLE-LMC-RRLYR-17145\t0.640\t0.050\t0.726\t0.019\t1.688\t0.042\t6620\t100\t0.103\t0.087\t0.605\t0.099\t0.495\t0.028\t-0.665\t0.078\t\n",
"OGLE-LMC-RRLYR-17146\t0.596\t0.050\t0.718\t0.019\t1.672\t0.042\t6630\t100\t0.130\t0.087\t0.634\t0.098\t0.493\t0.028\t-0.633\t0.077\t\n",
"OGLE-LMC-RRLYR-17147\t0.677\t0.054\t0.731\t0.020\t1.715\t0.042\t6680\t100\t0.060\t0.088\t0.544\t0.099\t0.481\t0.028\t-0.685\t0.081\t\n",
"OGLE-LMC-RRLYR-17148\t0.550\t0.051\t0.688\t0.019\t1.648\t0.042\t6760\t100\t0.221\t0.087\t0.688\t0.099\t0.458\t0.028\t-0.493\t0.078\t\n",
"OGLE-LMC-RRLYR-17149\t0.575\t0.051\t0.696\t0.019\t1.648\t0.042\t6700\t100\t0.217\t0.087\t0.702\t0.098\t0.474\t0.028\t-0.522\t0.077\t\n",
"OGLE-LMC-RRLYR-17151\t0.589\t0.051\t0.682\t0.019\t1.561\t0.042\t6470\t100\t0.383\t0.088\t0.896\t0.099\t0.523\t0.028\t-0.430\t0.079\t\n",
"OGLE-LMC-RRLYR-17153\t0.590\t0.054\t0.699\t0.020\t1.645\t0.042\t6660\t100\t0.222\t0.088\t0.705\t0.099\t0.483\t0.029\t-0.529\t0.080\t\n",
"OGLE-LMC-RRLYR-17154\t0.623\t0.052\t0.714\t0.020\t1.649\t0.042\t6560\t100\t0.195\t0.088\t0.703\t0.099\t0.507\t0.028\t-0.596\t0.079\t\n",
"OGLE-LMC-RRLYR-17155\t0.689\t0.050\t0.756\t0.019\t1.690\t0.042\t6400\t100\t0.096\t0.087\t0.625\t0.098\t0.537\t0.028\t-0.741\t0.077\t\n",
"OGLE-LMC-RRLYR-17161\t0.629\t0.051\t0.720\t0.019\t1.674\t0.042\t6610\t100\t0.127\t0.087\t0.632\t0.099\t0.498\t0.028\t-0.644\t0.078\t\n",
"OGLE-LMC-RRLYR-17164\t0.575\t0.053\t0.688\t0.020\t1.596\t0.043\t6550\t100\t0.299\t0.089\t0.81\t0.10\t0.511\t0.028\t-0.499\t0.080\t\n",
"OGLE-LMC-RRLYR-17167\t0.586\t0.052\t0.693\t0.020\t1.672\t0.042\t6800\t100\t0.168\t0.087\t0.634\t0.099\t0.453\t0.028\t-0.534\t0.079\t\n",
"OGLE-LMC-RRLYR-17172\t0.645\t0.050\t0.738\t0.019\t1.632\t0.042\t6350\t100\t0.201\t0.088\t0.74\t0.10\t0.550\t0.028\t-0.658\t0.077\t\n",
"OGLE-LMC-RRLYR-17173\t0.727\t0.050\t0.770\t0.019\t1.685\t0.042\t6278\t99\t0.083\t0.087\t0.645\t0.099\t0.568\t0.028\t-0.806\t0.077\t\n",
"OGLE-LMC-RRLYR-17176\t0.607\t0.050\t0.724\t0.019\t1.594\t0.042\t6310\t100\t0.268\t0.089\t0.82\t0.10\t0.567\t0.028\t-0.611\t0.078\t\n",
"OGLE-LMC-RRLYR-17178\t0.569\t0.050\t0.735\t0.019\t1.707\t0.042\t6630\t100\t0.024\t0.087\t0.526\t0.099\t0.494\t0.028\t-0.738\t0.077\t\n",
"OGLE-LMC-RRLYR-17180\t0.609\t0.051\t0.711\t0.019\t1.664\t0.042\t6650\t100\t0.156\t0.088\t0.647\t0.099\t0.489\t0.028\t-0.603\t0.078\t\n",
"OGLE-LMC-RRLYR-17183\t0.630\t0.051\t0.689\t0.019\t1.659\t0.042\t6780\t100\t0.157\t0.088\t0.60\t0.10\t0.431\t0.028\t-0.516\t0.079\t\n",
"OGLE-LMC-RRLYR-17184\t0.638\t0.051\t0.748\t0.019\t1.712\t0.042\t6540\t100\t0.025\t0.087\t0.533\t0.098\t0.510\t0.028\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-17187\t0.583\t0.052\t0.695\t0.020\t1.680\t0.042\t6810\t100\t0.149\t0.088\t0.620\t0.099\t0.453\t0.028\t-0.553\t0.080\t\n",
"OGLE-LMC-RRLYR-17189\t0.678\t0.050\t0.754\t0.019\t1.644\t0.042\t6240\t100\t0.159\t0.088\t0.72\t0.10\t0.576\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-17192\t0.635\t0.050\t0.751\t0.019\t1.713\t0.043\t6550\t100\t0.019\t0.090\t0.51\t0.10\t0.487\t0.029\t-0.732\t0.078\t\n",
"OGLE-LMC-RRLYR-17194\t0.676\t0.051\t0.731\t0.019\t1.685\t0.042\t6560\t100\t0.126\t0.088\t0.63\t0.10\t0.501\t0.029\t-0.656\t0.078\t\n",
"OGLE-LMC-RRLYR-17195\t0.622\t0.051\t0.762\t0.019\t1.723\t0.042\t6470\t100\t-0.026\t0.088\t0.49\t0.10\t0.526\t0.028\t-0.838\t0.079\t\n",
"OGLE-LMC-RRLYR-17196\t0.690\t0.052\t0.745\t0.020\t1.683\t0.042\t6450\t100\t0.125\t0.088\t0.644\t0.099\t0.527\t0.028\t-0.696\t0.079\t\n",
"OGLE-LMC-RRLYR-17197\t0.663\t0.052\t0.739\t0.019\t1.691\t0.042\t6520\t100\t0.083\t0.088\t0.602\t0.099\t0.517\t0.028\t-0.722\t0.079\t\n",
"OGLE-LMC-RRLYR-17199\t0.622\t0.051\t0.698\t0.019\t1.626\t0.042\t6600\t100\t0.239\t0.087\t0.754\t0.098\t0.501\t0.028\t-0.539\t0.078\t\n",
"OGLE-LMC-RRLYR-17200\t0.648\t0.051\t0.757\t0.019\t1.761\t0.042\t6660\t100\t-0.068\t0.087\t0.424\t0.099\t0.488\t0.028\t-0.825\t0.079\t\n",
"OGLE-LMC-RRLYR-17202\t0.605\t0.051\t0.718\t0.019\t1.693\t0.042\t6700\t100\t0.095\t0.087\t0.578\t0.099\t0.476\t0.028\t-0.644\t0.078\t\n",
"OGLE-LMC-RRLYR-17205\t0.672\t0.051\t0.738\t0.019\t1.696\t0.042\t6570\t100\t0.089\t0.087\t0.601\t0.099\t0.507\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-17206\t0.616\t0.055\t0.689\t0.020\t1.667\t0.043\t6820\t100\t0.180\t0.089\t0.64\t0.10\t0.453\t0.028\t-0.521\t0.081\t\n",
"OGLE-LMC-RRLYR-17207\t0.660\t0.051\t0.718\t0.019\t1.674\t0.042\t6630\t100\t0.146\t0.087\t0.645\t0.099\t0.494\t0.028\t-0.622\t0.078\t\n",
"OGLE-LMC-RRLYR-17213\t0.641\t0.050\t0.740\t0.019\t1.631\t0.044\t6350\t100\t0.179\t0.092\t0.74\t0.11\t0.560\t0.029\t-0.684\t0.079\t\n",
"OGLE-LMC-RRLYR-17217\t0.599\t0.053\t0.700\t0.020\t1.667\t0.043\t6730\t100\t0.186\t0.088\t0.657\t0.099\t0.465\t0.028\t-0.536\t0.080\t\n",
"OGLE-LMC-RRLYR-17225\t0.605\t0.051\t0.714\t0.019\t1.667\t0.042\t6620\t100\t0.150\t0.087\t0.644\t0.099\t0.493\t0.028\t-0.617\t0.078\t\n",
"OGLE-LMC-RRLYR-17226\t0.723\t0.051\t0.767\t0.019\t1.695\t0.042\t6330\t100\t0.080\t0.088\t0.616\t0.099\t0.551\t0.028\t-0.780\t0.079\t\n",
"OGLE-LMC-RRLYR-17228\t0.575\t0.050\t0.709\t0.019\t1.595\t0.042\t6440\t100\t0.284\t0.088\t0.80\t0.10\t0.521\t0.028\t-0.528\t0.077\t\n",
"OGLE-LMC-RRLYR-17232\t0.678\t0.051\t0.809\t0.019\t1.767\t0.042\t6300\t100\t-0.123\t0.087\t0.426\t0.099\t0.558\t0.028\t-0.995\t0.077\t\n",
"OGLE-LMC-RRLYR-17233\t0.616\t0.050\t0.735\t0.019\t1.595\t0.043\t6230\t100\t0.254\t0.090\t0.83\t0.10\t0.581\t0.029\t-0.654\t0.078\t\n",
"OGLE-LMC-RRLYR-17238\t0.582\t0.050\t0.723\t0.019\t1.602\t0.043\t6330\t100\t0.256\t0.089\t0.79\t0.10\t0.547\t0.029\t-0.604\t0.077\t\n",
"OGLE-LMC-RRLYR-17239\t0.609\t0.052\t0.716\t0.019\t1.648\t0.042\t6530\t100\t0.184\t0.087\t0.697\t0.099\t0.513\t0.028\t-0.614\t0.078\t\n",
"OGLE-LMC-RRLYR-17241\t0.623\t0.051\t0.758\t0.019\t1.760\t0.042\t6650\t100\t-0.083\t0.087\t0.419\t0.098\t0.492\t0.028\t-0.846\t0.079\t\n",
"OGLE-LMC-RRLYR-17242\t0.648\t0.051\t0.751\t0.020\t1.699\t0.042\t6460\t100\t0.059\t0.088\t0.574\t0.099\t0.524\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-17244\t0.553\t0.050\t0.705\t0.019\t1.648\t0.042\t6640\t100\t0.175\t0.087\t0.675\t0.099\t0.490\t0.028\t-0.582\t0.077\t\n",
"OGLE-LMC-RRLYR-17248\t0.638\t0.051\t0.698\t0.019\t1.631\t0.042\t6620\t100\t0.250\t0.087\t0.754\t0.099\t0.498\t0.028\t-0.525\t0.077\t\n",
"OGLE-LMC-RRLYR-17252\t0.683\t0.050\t0.790\t0.019\t1.723\t0.042\t6300\t100\t-0.032\t0.088\t0.52\t0.10\t0.559\t0.028\t-0.903\t0.077\t\n",
"OGLE-LMC-RRLYR-17253\t0.625\t0.051\t0.726\t0.019\t1.698\t0.042\t6620\t100\t0.066\t0.087\t0.580\t0.098\t0.491\t0.028\t-0.688\t0.078\t\n",
"OGLE-LMC-RRLYR-17256\t0.603\t0.051\t0.722\t0.019\t1.679\t0.042\t6610\t100\t0.113\t0.087\t0.615\t0.099\t0.496\t0.028\t-0.656\t0.078\t\n",
"OGLE-LMC-RRLYR-17257\t0.688\t0.050\t0.783\t0.019\t1.781\t0.042\t6540\t100\t-0.131\t0.087\t0.395\t0.098\t0.518\t0.028\t-0.932\t0.078\t\n",
"OGLE-LMC-RRLYR-17258\t0.650\t0.050\t0.718\t0.019\t1.679\t0.042\t6640\t100\t0.129\t0.087\t0.629\t0.098\t0.491\t0.028\t-0.632\t0.077\t\n",
"OGLE-LMC-RRLYR-17259\t0.620\t0.054\t0.698\t0.020\t1.671\t0.043\t6760\t100\t0.174\t0.089\t0.65\t0.10\t0.464\t0.028\t-0.546\t0.081\t\n",
"OGLE-LMC-RRLYR-17263\t0.700\t0.050\t0.768\t0.019\t1.691\t0.042\t6310\t100\t0.075\t0.088\t0.61\t0.10\t0.549\t0.029\t-0.787\t0.077\t\n",
"OGLE-LMC-RRLYR-17264\t0.689\t0.050\t0.751\t0.019\t1.666\t0.042\t6330\t100\t0.135\t0.088\t0.672\t0.099\t0.551\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-17267\t0.694\t0.054\t0.742\t0.020\t1.710\t0.042\t6580\t100\t0.054\t0.089\t0.574\t0.099\t0.510\t0.028\t-0.737\t0.081\t\n",
"OGLE-LMC-RRLYR-17270\t0.585\t0.052\t0.698\t0.019\t1.662\t0.042\t6730\t100\t0.167\t0.087\t0.657\t0.099\t0.470\t0.028\t-0.561\t0.078\t\n",
"OGLE-LMC-RRLYR-17272\t0.690\t0.051\t0.786\t0.019\t1.752\t0.042\t6390\t100\t-0.084\t0.088\t0.453\t0.099\t0.542\t0.028\t-0.927\t0.078\t\n",
"OGLE-LMC-RRLYR-17274\t0.646\t0.051\t0.746\t0.020\t1.680\t0.042\t6430\t100\t0.089\t0.088\t0.61\t0.10\t0.533\t0.028\t-0.740\t0.078\t\n",
"OGLE-LMC-RRLYR-17277\t0.687\t0.051\t0.733\t0.019\t1.686\t0.042\t6550\t100\t0.130\t0.087\t0.630\t0.099\t0.508\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-17278\t0.773\t0.050\t0.785\t0.019\t1.661\t0.042\t6129\t99\t0.105\t0.088\t0.707\t0.099\t0.608\t0.028\t-0.846\t0.078\t\n",
"OGLE-LMC-RRLYR-17281\t0.536\t0.056\t0.673\t0.020\t1.646\t0.043\t6860\t100\t0.225\t0.089\t0.67\t0.10\t0.442\t0.029\t-0.461\t0.082\t\n",
"OGLE-LMC-RRLYR-17282\t0.701\t0.053\t0.745\t0.020\t1.698\t0.042\t6500\t100\t0.094\t0.088\t0.603\t0.099\t0.517\t0.029\t-0.714\t0.079\t\n",
"OGLE-LMC-RRLYR-17283\t0.730\t0.051\t0.771\t0.020\t1.709\t0.042\t6360\t100\t0.046\t0.087\t0.579\t0.099\t0.547\t0.028\t-0.803\t0.078\t\n",
"OGLE-LMC-RRLYR-17292\t0.598\t0.053\t0.689\t0.020\t1.555\t0.043\t6400\t100\t0.409\t0.089\t0.93\t0.10\t0.540\t0.029\t-0.440\t0.081\t\n",
"OGLE-LMC-RRLYR-17293\t0.618\t0.050\t0.704\t0.019\t1.659\t0.042\t6670\t100\t0.176\t0.087\t0.668\t0.098\t0.483\t0.028\t-0.572\t0.077\t\n",
"OGLE-LMC-RRLYR-17296\t0.711\t0.051\t0.758\t0.019\t1.711\t0.042\t6460\t100\t0.060\t0.087\t0.577\t0.098\t0.525\t0.028\t-0.757\t0.078\t\n",
"OGLE-LMC-RRLYR-17297\t0.680\t0.050\t0.805\t0.019\t1.814\t0.042\t6490\t100\t-0.224\t0.087\t0.313\t0.099\t0.529\t0.028\t-1.042\t0.078\t\n",
"OGLE-LMC-RRLYR-17301\t0.695\t0.050\t0.750\t0.019\t1.680\t0.042\t6400\t100\t0.128\t0.087\t0.649\t0.099\t0.536\t0.028\t-0.711\t0.078\t\n",
"OGLE-LMC-RRLYR-17302\t0.710\t0.050\t0.833\t0.019\t1.822\t0.042\t6330\t100\t-0.259\t0.088\t0.286\t0.099\t0.548\t0.028\t-1.113\t0.078\t\n",
"OGLE-LMC-RRLYR-17304\t0.632\t0.050\t0.801\t0.019\t1.801\t0.042\t6460\t100\t-0.215\t0.087\t0.309\t0.099\t0.527\t0.028\t-1.030\t0.078\t\n",
"OGLE-LMC-RRLYR-17311\t0.733\t0.050\t0.740\t0.019\t1.651\t0.042\t6360\t100\t0.217\t0.087\t0.752\t0.099\t0.545\t0.028\t-0.640\t0.078\t\n",
"OGLE-LMC-RRLYR-17312\t0.656\t0.051\t0.708\t0.019\t1.606\t0.042\t6440\t100\t0.289\t0.088\t0.82\t0.10\t0.535\t0.028\t-0.547\t0.078\t\n",
"OGLE-LMC-RRLYR-17314\t0.648\t0.051\t0.728\t0.019\t1.699\t0.042\t6640\t100\t0.089\t0.087\t0.589\t0.098\t0.491\t0.028\t-0.674\t0.078\t\n",
"OGLE-LMC-RRLYR-17316\t0.705\t0.050\t0.762\t0.019\t1.673\t0.042\t6300\t100\t0.122\t0.088\t0.66\t0.10\t0.560\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-17318\t0.644\t0.051\t0.721\t0.019\t1.683\t0.042\t6640\t100\t0.125\t0.087\t0.623\t0.099\t0.490\t0.028\t-0.632\t0.077\t\n",
"OGLE-LMC-RRLYR-17321\t0.649\t0.052\t0.734\t0.019\t1.679\t0.042\t6520\t100\t0.115\t0.087\t0.634\t0.099\t0.518\t0.028\t-0.691\t0.079\t\n",
"OGLE-LMC-RRLYR-17340\t0.681\t0.051\t0.790\t0.019\t1.727\t0.042\t6306\t99\t-0.021\t0.087\t0.528\t0.099\t0.561\t0.028\t-0.899\t0.077\t\n",
"OGLE-LMC-RRLYR-17343\t0.520\t0.050\t0.652\t0.019\t1.542\t0.042\t6620\t100\t0.373\t0.087\t0.89\t0.10\t0.496\t0.029\t-0.394\t0.077\t\n",
"OGLE-LMC-RRLYR-17348\t0.588\t0.056\t0.724\t0.021\t1.627\t0.043\t6400\t110\t0.192\t0.090\t0.73\t0.10\t0.543\t0.029\t-0.651\t0.083\t\n",
"OGLE-LMC-RRLYR-17349\t0.705\t0.054\t0.732\t0.020\t1.701\t0.042\t6600\t100\t0.090\t0.088\t0.609\t0.099\t0.500\t0.028\t-0.692\t0.080\t\n",
"OGLE-LMC-RRLYR-17361\t0.688\t0.050\t0.781\t0.019\t1.709\t0.042\t6308\t99\t0.023\t0.088\t0.57\t0.10\t0.561\t0.028\t-0.852\t0.077\t\n",
"OGLE-LMC-RRLYR-17363\t0.679\t0.053\t0.742\t0.020\t1.667\t0.042\t6400\t100\t0.127\t0.088\t0.661\t0.099\t0.542\t0.028\t-0.717\t0.080\t\n",
"OGLE-LMC-RRLYR-17368\t0.646\t0.052\t0.687\t0.020\t1.633\t0.043\t6700\t100\t0.253\t0.090\t0.71\t0.10\t0.459\t0.029\t-0.470\t0.080\t\n",
"OGLE-LMC-RRLYR-17369\t0.646\t0.053\t0.751\t0.020\t1.663\t0.042\t6350\t100\t0.136\t0.088\t0.67\t0.10\t0.551\t0.029\t-0.726\t0.081\t\n",
"OGLE-LMC-RRLYR-17375\t0.700\t0.051\t0.748\t0.019\t1.684\t0.042\t6430\t100\t0.113\t0.087\t0.637\t0.099\t0.533\t0.028\t-0.717\t0.078\t\n",
"OGLE-LMC-RRLYR-17380\t0.576\t0.054\t0.723\t0.021\t1.693\t0.043\t6640\t100\t0.087\t0.089\t0.56\t0.10\t0.483\t0.029\t-0.668\t0.083\t\n",
"OGLE-LMC-RRLYR-17384\t0.710\t0.051\t0.741\t0.019\t1.701\t0.042\t6550\t100\t0.089\t0.087\t0.601\t0.099\t0.511\t0.028\t-0.708\t0.078\t\n",
"OGLE-LMC-RRLYR-17387\t0.582\t0.051\t0.697\t0.019\t1.627\t0.042\t6620\t100\t0.227\t0.087\t0.732\t0.099\t0.495\t0.029\t-0.542\t0.078\t\n",
"OGLE-LMC-RRLYR-17391\t0.610\t0.051\t0.675\t0.020\t1.581\t0.043\t6610\t100\t0.334\t0.089\t0.81\t0.10\t0.475\t0.029\t-0.406\t0.079\t\n",
"OGLE-LMC-RRLYR-17393\t0.714\t0.051\t0.756\t0.019\t1.701\t0.042\t6430\t100\t0.064\t0.088\t0.603\t0.099\t0.539\t0.028\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-17394\t0.669\t0.050\t0.759\t0.019\t1.660\t0.042\t6290\t100\t0.136\t0.088\t0.689\t0.099\t0.566\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-17395\t0.708\t0.052\t0.808\t0.020\t1.747\t0.043\t6220\t100\t-0.111\t0.089\t0.46\t0.10\t0.580\t0.028\t-1.009\t0.080\t\n",
"OGLE-LMC-RRLYR-17400\t0.691\t0.051\t0.755\t0.019\t1.690\t0.042\t6390\t100\t0.066\t0.088\t0.612\t0.099\t0.549\t0.028\t-0.784\t0.078\t\n",
"OGLE-LMC-RRLYR-17408\t0.719\t0.055\t0.746\t0.020\t1.723\t0.042\t6580\t100\t0.063\t0.088\t0.564\t0.099\t0.500\t0.028\t-0.715\t0.080\t\n",
"OGLE-LMC-RRLYR-17409\t0.661\t0.064\t0.731\t0.023\t1.677\t0.045\t6520\t110\t0.114\t0.093\t0.62\t0.10\t0.516\t0.030\t-0.686\t0.090\t\n",
"OGLE-LMC-RRLYR-17411\t0.646\t0.052\t0.726\t0.020\t1.682\t0.042\t6600\t100\t0.116\t0.087\t0.629\t0.099\t0.502\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-17413\t0.628\t0.055\t0.715\t0.020\t1.697\t0.043\t6730\t100\t0.102\t0.089\t0.59\t0.10\t0.473\t0.028\t-0.630\t0.082\t\n",
"OGLE-LMC-RRLYR-17418\t0.716\t0.050\t0.741\t0.019\t1.645\t0.042\t6340\t100\t0.181\t0.088\t0.74\t0.10\t0.556\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-17420\t0.698\t0.050\t0.769\t0.019\t1.695\t0.043\t6340\t100\t0.060\t0.089\t0.60\t0.10\t0.543\t0.029\t-0.786\t0.077\t\n",
"OGLE-LMC-RRLYR-17423\t0.695\t0.051\t0.779\t0.020\t1.770\t0.042\t6530\t100\t-0.104\t0.088\t0.419\t0.099\t0.517\t0.029\t-0.908\t0.080\t\n",
"OGLE-LMC-RRLYR-17425\t0.742\t0.050\t0.771\t0.019\t1.716\t0.042\t6380\t100\t0.048\t0.087\t0.580\t0.099\t0.542\t0.028\t-0.798\t0.078\t\n",
"OGLE-LMC-RRLYR-17427\t0.626\t0.051\t0.718\t0.019\t1.675\t0.042\t6630\t100\t0.135\t0.087\t0.639\t0.098\t0.492\t0.028\t-0.625\t0.077\t\n",
"OGLE-LMC-RRLYR-17431\t0.695\t0.055\t0.735\t0.020\t1.693\t0.043\t6570\t100\t0.096\t0.088\t0.61\t0.10\t0.511\t0.029\t-0.695\t0.081\t\n",
"OGLE-LMC-RRLYR-17433\t0.677\t0.050\t0.739\t0.019\t1.695\t0.042\t6540\t100\t0.081\t0.087\t0.602\t0.099\t0.515\t0.028\t-0.719\t0.078\t\n",
"OGLE-LMC-RRLYR-17436\t0.757\t0.051\t0.771\t0.019\t1.664\t0.042\t6200\t100\t0.121\t0.087\t0.702\t0.099\t0.589\t0.029\t-0.791\t0.078\t\n",
"OGLE-LMC-RRLYR-17438\t0.632\t0.051\t0.730\t0.019\t1.696\t0.042\t6610\t100\t0.105\t0.087\t0.598\t0.099\t0.490\t0.028\t-0.662\t0.078\t\n",
"OGLE-LMC-RRLYR-17439\t0.732\t0.051\t0.750\t0.019\t1.690\t0.042\t6440\t100\t0.125\t0.087\t0.654\t0.098\t0.532\t0.028\t-0.705\t0.078\t\n",
"OGLE-LMC-RRLYR-17445\t0.557\t0.052\t0.676\t0.020\t1.639\t0.042\t6820\t100\t0.245\t0.087\t0.707\t0.099\t0.449\t0.029\t-0.452\t0.079\t\n",
"OGLE-LMC-RRLYR-17447\t0.741\t0.052\t0.778\t0.020\t1.747\t0.042\t6430\t100\t-0.044\t0.088\t0.493\t0.099\t0.537\t0.028\t-0.884\t0.080\t\n",
"OGLE-LMC-RRLYR-17449\t0.574\t0.055\t0.704\t0.020\t1.670\t0.043\t6730\t100\t0.145\t0.090\t0.62\t0.10\t0.473\t0.028\t-0.588\t0.082\t\n",
"OGLE-LMC-RRLYR-17450\t0.662\t0.051\t0.706\t0.019\t1.593\t0.043\t6420\t100\t0.289\t0.089\t0.83\t0.10\t0.538\t0.029\t-0.540\t0.078\t\n",
"OGLE-LMC-RRLYR-17452\t0.622\t0.053\t0.721\t0.020\t1.648\t0.043\t6490\t100\t0.168\t0.089\t0.69\t0.10\t0.524\t0.029\t-0.645\t0.080\t\n",
"OGLE-LMC-RRLYR-17462\t0.641\t0.050\t0.727\t0.019\t1.592\t0.042\t6270\t100\t0.295\t0.088\t0.854\t0.099\t0.572\t0.028\t-0.599\t0.077\t\n",
"OGLE-LMC-RRLYR-17466\t0.632\t0.052\t0.719\t0.019\t1.663\t0.042\t6570\t100\t0.165\t0.087\t0.673\t0.099\t0.506\t0.028\t-0.620\t0.078\t\n",
"OGLE-LMC-RRLYR-17468\t0.709\t0.051\t0.749\t0.019\t1.679\t0.042\t6400\t100\t0.122\t0.087\t0.650\t0.099\t0.539\t0.028\t-0.720\t0.078\t\n",
"OGLE-LMC-RRLYR-17474\t0.709\t0.051\t0.756\t0.019\t1.662\t0.043\t6300\t100\t0.120\t0.090\t0.68\t0.10\t0.561\t0.029\t-0.752\t0.079\t\n",
"OGLE-LMC-RRLYR-17476\t0.695\t0.054\t0.754\t0.020\t1.674\t0.042\t6350\t110\t0.117\t0.088\t0.655\t0.099\t0.550\t0.029\t-0.743\t0.081\t\n",
"OGLE-LMC-RRLYR-17479\t0.595\t0.053\t0.720\t0.020\t1.651\t0.042\t6530\t100\t0.180\t0.088\t0.686\t0.099\t0.511\t0.029\t-0.614\t0.079\t\n",
"OGLE-LMC-RRLYR-17481\t0.594\t0.051\t0.695\t0.019\t1.659\t0.042\t6750\t100\t0.196\t0.087\t0.670\t0.098\t0.463\t0.028\t-0.525\t0.078\t\n",
"OGLE-LMC-RRLYR-17482\t0.689\t0.052\t0.743\t0.020\t1.672\t0.042\t6430\t100\t0.143\t0.088\t0.661\t0.099\t0.532\t0.028\t-0.688\t0.079\t\n",
"OGLE-LMC-RRLYR-17488\t0.613\t0.051\t0.721\t0.019\t1.662\t0.042\t6560\t100\t0.145\t0.087\t0.662\t0.099\t0.510\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-17493\t0.565\t0.050\t0.683\t0.019\t1.645\t0.042\t6790\t100\t0.219\t0.087\t0.689\t0.098\t0.455\t0.028\t-0.484\t0.077\t\n",
"OGLE-LMC-RRLYR-17499\t0.674\t0.054\t0.740\t0.020\t1.713\t0.042\t6580\t100\t0.058\t0.088\t0.565\t0.099\t0.502\t0.029\t-0.719\t0.080\t\n",
"OGLE-LMC-RRLYR-17501\t0.624\t0.052\t0.714\t0.020\t1.675\t0.042\t6660\t100\t0.135\t0.087\t0.629\t0.098\t0.486\t0.028\t-0.618\t0.079\t\n",
"OGLE-LMC-RRLYR-17503\t0.736\t0.050\t0.764\t0.019\t1.652\t0.042\t6220\t100\t0.151\t0.087\t0.732\t0.099\t0.585\t0.028\t-0.754\t0.078\t\n",
"OGLE-LMC-RRLYR-17507\t0.713\t0.050\t0.757\t0.019\t1.686\t0.042\t6370\t100\t0.111\t0.087\t0.641\t0.099\t0.543\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-17508\t0.693\t0.053\t0.736\t0.020\t1.681\t0.043\t6510\t100\t0.110\t0.088\t0.63\t0.10\t0.523\t0.028\t-0.701\t0.079\t\n",
"OGLE-LMC-RRLYR-17510\t0.573\t0.054\t0.689\t0.020\t1.641\t0.042\t6730\t100\t0.209\t0.088\t0.694\t0.099\t0.472\t0.029\t-0.522\t0.081\t\n",
"OGLE-LMC-RRLYR-17512\t0.772\t0.050\t0.776\t0.019\t1.699\t0.042\t6270\t100\t0.067\t0.087\t0.622\t0.099\t0.566\t0.028\t-0.819\t0.077\t\n",
"OGLE-LMC-RRLYR-17513\t0.715\t0.050\t0.766\t0.019\t1.679\t0.042\t6291\t99\t0.102\t0.088\t0.652\t0.099\t0.557\t0.028\t-0.774\t0.077\t\n",
"OGLE-LMC-RRLYR-17514\t0.681\t0.050\t0.757\t0.019\t1.650\t0.042\t6255\t99\t0.149\t0.087\t0.716\t0.099\t0.574\t0.028\t-0.748\t0.077\t\n",
"OGLE-LMC-RRLYR-17518\t0.683\t0.051\t0.753\t0.019\t1.683\t0.042\t6390\t100\t0.103\t0.087\t0.634\t0.099\t0.541\t0.028\t-0.740\t0.078\t\n",
"OGLE-LMC-RRLYR-17520\t0.584\t0.051\t0.701\t0.019\t1.642\t0.042\t6630\t100\t0.220\t0.087\t0.712\t0.098\t0.490\t0.028\t-0.538\t0.077\t\n",
"OGLE-LMC-RRLYR-17522\t0.588\t0.051\t0.739\t0.019\t1.643\t0.043\t6380\t100\t0.157\t0.089\t0.69\t0.10\t0.542\t0.028\t-0.689\t0.077\t\n",
"OGLE-LMC-RRLYR-17524\t0.700\t0.050\t0.785\t0.019\t1.752\t0.042\t6400\t100\t-0.083\t0.087\t0.452\t0.099\t0.541\t0.028\t-0.922\t0.078\t\n",
"OGLE-LMC-RRLYR-17526\t0.591\t0.052\t0.712\t0.019\t1.702\t0.042\t6780\t100\t0.082\t0.087\t0.554\t0.099\t0.459\t0.028\t-0.629\t0.079\t\n",
"OGLE-LMC-RRLYR-17528\t0.699\t0.052\t0.757\t0.020\t1.687\t0.042\t6380\t100\t0.105\t0.088\t0.638\t0.099\t0.542\t0.028\t-0.741\t0.079\t\n",
"OGLE-LMC-RRLYR-17529\t0.682\t0.050\t0.758\t0.019\t1.668\t0.042\t6320\t100\t0.126\t0.087\t0.670\t0.099\t0.559\t0.028\t-0.745\t0.078\t\n",
"OGLE-LMC-RRLYR-17530\t0.609\t0.051\t0.730\t0.019\t1.725\t0.042\t6720\t100\t0.028\t0.087\t0.511\t0.099\t0.470\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-17539\t0.562\t0.051\t0.689\t0.019\t1.644\t0.042\t6740\t100\t0.216\t0.087\t0.697\t0.099\t0.466\t0.028\t-0.506\t0.078\t\n",
"OGLE-LMC-RRLYR-17540\t0.626\t0.051\t0.688\t0.019\t1.613\t0.042\t6590\t100\t0.284\t0.088\t0.791\t0.099\t0.497\t0.028\t-0.496\t0.078\t\n",
"OGLE-LMC-RRLYR-17548\t0.596\t0.050\t0.767\t0.019\t1.726\t0.044\t6470\t100\t-0.033\t0.091\t0.47\t0.10\t0.513\t0.029\t-0.838\t0.078\t\n",
"OGLE-LMC-RRLYR-17549\t0.539\t0.049\t0.717\t0.019\t1.578\t0.042\t6313\t99\t0.279\t0.087\t0.843\t0.099\t0.570\t0.028\t-0.608\t0.077\t\n",
"OGLE-LMC-RRLYR-17551\t0.565\t0.050\t0.712\t0.019\t1.670\t0.042\t6670\t100\t0.126\t0.087\t0.622\t0.098\t0.484\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-17554\t0.715\t0.051\t0.759\t0.019\t1.731\t0.042\t6510\t100\t0.028\t0.089\t0.53\t0.10\t0.507\t0.028\t-0.769\t0.079\t\n",
"OGLE-LMC-RRLYR-17555\t0.676\t0.051\t0.732\t0.019\t1.685\t0.042\t6560\t100\t0.126\t0.087\t0.644\t0.099\t0.511\t0.028\t-0.668\t0.078\t\n",
"OGLE-LMC-RRLYR-17558\t0.652\t0.051\t0.759\t0.019\t1.698\t0.042\t6390\t100\t0.034\t0.087\t0.579\t0.099\t0.544\t0.028\t-0.810\t0.078\t\n",
"OGLE-LMC-RRLYR-17562\t0.568\t0.051\t0.687\t0.019\t1.659\t0.042\t6800\t100\t0.194\t0.087\t0.658\t0.099\t0.451\t0.028\t-0.508\t0.078\t\n",
"OGLE-LMC-RRLYR-17563\t0.626\t0.050\t0.789\t0.019\t1.739\t0.042\t6340\t100\t-0.074\t0.087\t0.471\t0.099\t0.549\t0.028\t-0.929\t0.077\t\n",
"OGLE-LMC-RRLYR-17569\t0.722\t0.060\t0.790\t0.021\t1.761\t0.044\t6400\t110\t-0.109\t0.092\t0.43\t0.10\t0.545\t0.030\t-0.952\t0.088\t\n",
"OGLE-LMC-RRLYR-17570\t0.675\t0.051\t0.729\t0.019\t1.688\t0.042\t6600\t100\t0.103\t0.087\t0.616\t0.099\t0.503\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-17574\t0.615\t0.050\t0.730\t0.019\t1.678\t0.042\t6560\t100\t0.093\t0.087\t0.615\t0.098\t0.511\t0.028\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-17579\t0.625\t0.051\t0.742\t0.019\t1.744\t0.042\t6710\t100\t-0.019\t0.087\t0.462\t0.098\t0.475\t0.028\t-0.756\t0.078\t\n",
"OGLE-LMC-RRLYR-17581\t0.659\t0.052\t0.742\t0.020\t1.680\t0.043\t6460\t100\t0.118\t0.088\t0.63\t0.10\t0.524\t0.028\t-0.698\t0.079\t\n",
"OGLE-LMC-RRLYR-17585\t0.709\t0.052\t0.745\t0.019\t1.702\t0.042\t6520\t100\t0.092\t0.087\t0.609\t0.099\t0.516\t0.028\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-17588\t0.682\t0.052\t0.755\t0.019\t1.703\t0.042\t6450\t100\t0.063\t0.087\t0.584\t0.099\t0.528\t0.028\t-0.759\t0.078\t\n",
"OGLE-LMC-RRLYR-17592\t0.645\t0.050\t0.747\t0.019\t1.660\t0.042\t6360\t100\t0.140\t0.087\t0.675\t0.099\t0.546\t0.028\t-0.712\t0.077\t\n",
"OGLE-LMC-RRLYR-17593\t0.658\t0.051\t0.745\t0.019\t1.705\t0.042\t6530\t100\t0.054\t0.087\t0.568\t0.099\t0.514\t0.028\t-0.746\t0.078\t\n",
"OGLE-LMC-RRLYR-17597\t0.676\t0.050\t0.767\t0.019\t1.745\t0.042\t6520\t100\t-0.052\t0.087\t0.470\t0.099\t0.519\t0.028\t-0.859\t0.078\t\n",
"OGLE-LMC-RRLYR-17603\t0.663\t0.052\t0.773\t0.020\t1.764\t0.042\t6540\t100\t-0.092\t0.088\t0.419\t0.099\t0.511\t0.028\t-0.888\t0.080\t\n",
"OGLE-LMC-RRLYR-17604\t0.552\t0.051\t0.688\t0.019\t1.632\t0.042\t6700\t100\t0.247\t0.087\t0.727\t0.099\t0.473\t0.028\t-0.483\t0.078\t\n",
"OGLE-LMC-RRLYR-17611\t0.619\t0.050\t0.793\t0.019\t1.782\t0.042\t6460\t100\t-0.175\t0.087\t0.356\t0.099\t0.529\t0.028\t-0.991\t0.079\t\n",
"OGLE-LMC-RRLYR-17614\t0.611\t0.051\t0.710\t0.019\t1.658\t0.042\t6630\t100\t0.182\t0.087\t0.681\t0.099\t0.491\t0.028\t-0.579\t0.078\t\n",
"OGLE-LMC-RRLYR-17615\t0.627\t0.052\t0.715\t0.020\t1.598\t0.042\t6370\t100\t0.279\t0.088\t0.82\t0.10\t0.551\t0.029\t-0.574\t0.080\t\n",
"OGLE-LMC-RRLYR-17617\t0.628\t0.052\t0.699\t0.019\t1.622\t0.042\t6570\t100\t0.271\t0.087\t0.773\t0.099\t0.506\t0.028\t-0.516\t0.078\t\n",
"OGLE-LMC-RRLYR-17623\t0.607\t0.051\t0.740\t0.019\t1.642\t0.043\t6380\t100\t0.164\t0.089\t0.70\t0.10\t0.544\t0.028\t-0.684\t0.078\t\n",
"OGLE-LMC-RRLYR-17625\t0.692\t0.051\t0.719\t0.019\t1.660\t0.042\t6570\t100\t0.184\t0.087\t0.693\t0.099\t0.508\t0.028\t-0.606\t0.078\t\n",
"OGLE-LMC-RRLYR-17627\t0.733\t0.051\t0.755\t0.019\t1.699\t0.042\t6430\t100\t0.090\t0.087\t0.622\t0.099\t0.536\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-17628\t0.644\t0.051\t0.725\t0.019\t1.726\t0.042\t6770\t100\t0.051\t0.088\t0.49\t0.10\t0.437\t0.028\t-0.635\t0.079\t\n",
"OGLE-LMC-RRLYR-17629\t0.646\t0.051\t0.731\t0.020\t1.616\t0.042\t6330\t100\t0.223\t0.089\t0.78\t0.10\t0.563\t0.028\t-0.645\t0.079\t\n",
"OGLE-LMC-RRLYR-17630\t0.658\t0.051\t0.731\t0.019\t1.689\t0.042\t6590\t100\t0.117\t0.087\t0.633\t0.099\t0.501\t0.028\t-0.662\t0.078\t\n",
"OGLE-LMC-RRLYR-17635\t0.605\t0.051\t0.717\t0.019\t1.703\t0.042\t6740\t100\t0.081\t0.087\t0.556\t0.098\t0.467\t0.028\t-0.644\t0.078\t\n",
"OGLE-LMC-RRLYR-17642\t0.749\t0.051\t0.756\t0.019\t1.658\t0.042\t6250\t100\t0.132\t0.087\t0.710\t0.099\t0.579\t0.028\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-17643\t0.641\t0.054\t0.709\t0.020\t1.680\t0.042\t6710\t100\t0.141\t0.088\t0.630\t0.099\t0.476\t0.029\t-0.599\t0.081\t\n",
"OGLE-LMC-RRLYR-17645\t0.557\t0.050\t0.695\t0.019\t1.703\t0.041\t6910\t100\t0.112\t0.087\t0.549\t0.098\t0.429\t0.028\t-0.551\t0.077\t\n",
"OGLE-LMC-RRLYR-17649\t0.758\t0.050\t0.790\t0.019\t1.720\t0.042\t6250\t100\t0.008\t0.087\t0.567\t0.099\t0.570\t0.028\t-0.888\t0.078\t\n",
"OGLE-LMC-RRLYR-17650\t0.670\t0.050\t0.759\t0.019\t1.659\t0.042\t6280\t100\t0.134\t0.088\t0.69\t0.10\t0.568\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-17660\t0.595\t0.053\t0.695\t0.020\t1.663\t0.042\t6740\t100\t0.175\t0.088\t0.664\t0.099\t0.466\t0.028\t-0.550\t0.081\t\n",
"OGLE-LMC-RRLYR-17666\t0.695\t0.050\t0.757\t0.019\t1.661\t0.042\t6290\t100\t0.141\t0.087\t0.697\t0.099\t0.565\t0.028\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-17671\t0.714\t0.051\t0.742\t0.020\t1.651\t0.044\t6370\t100\t0.174\t0.091\t0.71\t0.10\t0.547\t0.029\t-0.671\t0.079\t\n",
"OGLE-LMC-RRLYR-17674\t0.671\t0.051\t0.778\t0.019\t1.770\t0.042\t6530\t100\t-0.119\t0.087\t0.405\t0.099\t0.519\t0.028\t-0.926\t0.078\t\n",
"OGLE-LMC-RRLYR-17677\t0.594\t0.051\t0.709\t0.020\t1.530\t0.044\t6200\t100\t0.398\t0.091\t0.99\t0.10\t0.604\t0.028\t-0.536\t0.079\t\n",
"OGLE-LMC-RRLYR-17681\t0.584\t0.050\t0.718\t0.019\t1.677\t0.042\t6640\t100\t0.117\t0.087\t0.615\t0.098\t0.490\t0.028\t-0.642\t0.078\t\n",
"OGLE-LMC-RRLYR-17682\t0.722\t0.050\t0.743\t0.019\t1.656\t0.042\t6350\t100\t0.165\t0.087\t0.711\t0.099\t0.552\t0.028\t-0.700\t0.077\t\n",
"OGLE-LMC-RRLYR-17684\t0.679\t0.052\t0.743\t0.019\t1.695\t0.042\t6510\t100\t0.071\t0.088\t0.597\t0.099\t0.522\t0.028\t-0.741\t0.079\t\n",
"OGLE-LMC-RRLYR-17687\t0.566\t0.051\t0.679\t0.019\t1.573\t0.043\t6530\t100\t0.309\t0.090\t0.84\t0.10\t0.519\t0.029\t-0.497\t0.078\t\n",
"OGLE-LMC-RRLYR-17690\t0.718\t0.051\t0.749\t0.019\t1.706\t0.042\t6510\t100\t0.055\t0.087\t0.584\t0.099\t0.524\t0.028\t-0.759\t0.078\t\n",
"OGLE-LMC-RRLYR-17692\t0.583\t0.051\t0.723\t0.020\t1.681\t0.042\t6610\t100\t0.116\t0.087\t0.606\t0.099\t0.491\t0.028\t-0.649\t0.079\t\n",
"OGLE-LMC-RRLYR-17695\t0.642\t0.051\t0.724\t0.019\t1.660\t0.042\t6520\t100\t0.177\t0.087\t0.682\t0.098\t0.512\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-17710\t0.635\t0.051\t0.687\t0.019\t1.618\t0.042\t6650\t100\t0.274\t0.088\t0.74\t0.10\t0.466\t0.028\t-0.450\t0.078\t\n",
"OGLE-LMC-RRLYR-17711\t0.629\t0.050\t0.741\t0.019\t1.743\t0.042\t6720\t100\t-0.013\t0.087\t0.465\t0.098\t0.474\t0.028\t-0.748\t0.078\t\n",
"OGLE-LMC-RRLYR-17714\t0.697\t0.051\t0.742\t0.019\t1.709\t0.042\t6560\t100\t0.060\t0.087\t0.571\t0.099\t0.510\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-17715\t0.695\t0.061\t0.743\t0.022\t1.683\t0.044\t6460\t110\t0.106\t0.092\t0.63\t0.10\t0.531\t0.030\t-0.724\t0.088\t\n",
"OGLE-LMC-RRLYR-17716\t0.584\t0.051\t0.744\t0.019\t1.693\t0.042\t6500\t100\t0.041\t0.088\t0.556\t0.099\t0.519\t0.028\t-0.762\t0.079\t\n",
"OGLE-LMC-RRLYR-17717\t0.665\t0.050\t0.741\t0.019\t1.606\t0.042\t6221\t99\t0.247\t0.087\t0.824\t0.099\t0.584\t0.028\t-0.668\t0.077\t\n",
"OGLE-LMC-RRLYR-17719\t0.693\t0.050\t0.761\t0.019\t1.671\t0.042\t6300\t100\t0.118\t0.087\t0.669\t0.099\t0.561\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-17720\t0.607\t0.055\t0.707\t0.020\t1.651\t0.043\t6630\t100\t0.189\t0.088\t0.69\t0.10\t0.496\t0.028\t-0.576\t0.079\t\n",
"OGLE-LMC-RRLYR-17721\t0.588\t0.051\t0.725\t0.019\t1.725\t0.042\t6770\t100\t0.037\t0.087\t0.511\t0.098\t0.463\t0.028\t-0.677\t0.079\t\n",
"OGLE-LMC-RRLYR-17722\t0.661\t0.057\t0.720\t0.021\t1.709\t0.043\t6730\t110\t0.079\t0.089\t0.561\t0.099\t0.470\t0.029\t-0.650\t0.084\t\n",
"OGLE-LMC-RRLYR-17725\t0.632\t0.052\t0.716\t0.020\t1.679\t0.042\t6670\t100\t0.128\t0.088\t0.627\t0.099\t0.487\t0.028\t-0.625\t0.080\t\n",
"OGLE-LMC-RRLYR-17726\t0.566\t0.050\t0.727\t0.019\t1.728\t0.042\t6760\t100\t0.004\t0.087\t0.472\t0.099\t0.464\t0.028\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-17728\t0.636\t0.050\t0.836\t0.019\t1.831\t0.042\t6320\t100\t-0.306\t0.087\t0.241\t0.099\t0.552\t0.028\t-1.163\t0.078\t\n",
"OGLE-LMC-RRLYR-17729\t0.618\t0.052\t0.719\t0.020\t1.662\t0.042\t6570\t100\t0.162\t0.088\t0.668\t0.099\t0.505\t0.028\t-0.624\t0.079\t\n",
"OGLE-LMC-RRLYR-17730\t0.687\t0.052\t0.751\t0.020\t1.711\t0.042\t6500\t100\t0.045\t0.088\t0.566\t0.099\t0.519\t0.028\t-0.763\t0.079\t\n",
"OGLE-LMC-RRLYR-17731\t0.625\t0.050\t0.706\t0.019\t1.665\t0.042\t6660\t100\t0.183\t0.087\t0.662\t0.099\t0.477\t0.028\t-0.565\t0.077\t\n",
"OGLE-LMC-RRLYR-17732\t0.720\t0.050\t0.768\t0.019\t1.667\t0.042\t6253\t99\t0.124\t0.087\t0.691\t0.099\t0.577\t0.028\t-0.772\t0.077\t\n",
"OGLE-LMC-RRLYR-17733\t0.647\t0.051\t0.721\t0.019\t1.675\t0.042\t6610\t100\t0.150\t0.087\t0.653\t0.099\t0.497\t0.028\t-0.623\t0.078\t\n",
"OGLE-LMC-RRLYR-17738\t0.606\t0.051\t0.708\t0.019\t1.636\t0.042\t6550\t100\t0.210\t0.087\t0.719\t0.099\t0.509\t0.028\t-0.583\t0.078\t\n",
"OGLE-LMC-RRLYR-17741\t0.585\t0.054\t0.701\t0.020\t1.660\t0.042\t6700\t100\t0.171\t0.088\t0.662\t0.099\t0.476\t0.029\t-0.566\t0.080\t\n",
"OGLE-LMC-RRLYR-17743\t0.747\t0.051\t0.783\t0.019\t1.719\t0.042\t6300\t100\t0.020\t0.087\t0.571\t0.099\t0.558\t0.028\t-0.850\t0.078\t\n",
"OGLE-LMC-RRLYR-17745\t0.623\t0.053\t0.728\t0.020\t1.675\t0.042\t6560\t100\t0.134\t0.088\t0.636\t0.099\t0.505\t0.029\t-0.651\t0.080\t\n",
"OGLE-LMC-RRLYR-17746\t0.680\t0.051\t0.748\t0.019\t1.644\t0.042\t6310\t100\t0.176\t0.088\t0.73\t0.10\t0.563\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-17755\t0.576\t0.054\t0.669\t0.020\t1.624\t0.042\t6810\t110\t0.280\t0.088\t0.738\t0.099\t0.453\t0.030\t-0.422\t0.082\t\n",
"OGLE-LMC-RRLYR-17756\t0.653\t0.051\t0.751\t0.019\t1.695\t0.042\t6470\t100\t0.067\t0.089\t0.58\t0.10\t0.517\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-17758\t0.638\t0.050\t0.747\t0.019\t1.639\t0.043\t6310\t100\t0.178\t0.089\t0.73\t0.10\t0.558\t0.029\t-0.694\t0.077\t\n",
"OGLE-LMC-RRLYR-17759\t0.648\t0.051\t0.761\t0.019\t1.764\t0.042\t6640\t100\t-0.082\t0.087\t0.416\t0.099\t0.492\t0.029\t-0.843\t0.079\t\n",
"OGLE-LMC-RRLYR-17760\t0.548\t0.052\t0.709\t0.019\t1.690\t0.042\t6760\t110\t0.101\t0.087\t0.569\t0.099\t0.460\t0.029\t-0.612\t0.079\t\n",
"OGLE-LMC-RRLYR-17761\t0.738\t0.050\t0.770\t0.019\t1.684\t0.042\t6270\t100\t0.092\t0.087\t0.654\t0.099\t0.568\t0.028\t-0.795\t0.077\t\n",
"OGLE-LMC-RRLYR-17766\t0.638\t0.050\t0.787\t0.019\t1.754\t0.044\t6430\t110\t-0.092\t0.091\t0.42\t0.11\t0.521\t0.032\t-0.907\t0.078\t\n",
"OGLE-LMC-RRLYR-17768\t0.721\t0.051\t0.801\t0.019\t1.755\t0.042\t6300\t100\t-0.106\t0.087\t0.459\t0.099\t0.564\t0.029\t-0.980\t0.078\t\n",
"OGLE-LMC-RRLYR-17770\t0.622\t0.051\t0.747\t0.019\t1.719\t0.042\t6570\t100\t0.012\t0.088\t0.517\t0.099\t0.504\t0.028\t-0.771\t0.079\t\n",
"OGLE-LMC-RRLYR-17773\t0.700\t0.051\t0.759\t0.019\t1.701\t0.042\t6410\t100\t0.060\t0.088\t0.58\t0.10\t0.537\t0.028\t-0.777\t0.078\t\n",
"OGLE-LMC-RRLYR-17775\t0.546\t0.050\t0.694\t0.019\t1.630\t0.042\t6660\t100\t0.222\t0.087\t0.721\t0.099\t0.485\t0.028\t-0.532\t0.077\t\n",
"OGLE-LMC-RRLYR-17778\t0.554\t0.049\t0.716\t0.019\t1.722\t0.041\t6820\t100\t0.037\t0.087\t0.493\t0.098\t0.449\t0.028\t-0.658\t0.077\t\n",
"OGLE-LMC-RRLYR-17779\t0.546\t0.050\t0.674\t0.019\t1.647\t0.041\t6860\t100\t0.231\t0.087\t0.672\t0.098\t0.442\t0.028\t-0.457\t0.077\t\n",
"OGLE-LMC-RRLYR-17781\t0.657\t0.051\t0.772\t0.019\t1.735\t0.042\t6450\t100\t-0.039\t0.087\t0.488\t0.098\t0.529\t0.028\t-0.859\t0.078\t\n",
"OGLE-LMC-RRLYR-17782\t0.728\t0.050\t0.809\t0.019\t1.769\t0.042\t6280\t100\t-0.139\t0.088\t0.42\t0.10\t0.563\t0.028\t-1.016\t0.078\t\n",
"OGLE-LMC-RRLYR-17784\t0.772\t0.050\t0.797\t0.019\t1.789\t0.042\t6440\t100\t-0.137\t0.087\t0.399\t0.098\t0.534\t0.028\t-0.973\t0.078\t\n",
"OGLE-LMC-RRLYR-17788\t0.658\t0.051\t0.737\t0.020\t1.643\t0.043\t6360\t100\t0.181\t0.089\t0.71\t0.10\t0.546\t0.028\t-0.670\t0.079\t\n",
"OGLE-LMC-RRLYR-17790\t0.589\t0.050\t0.729\t0.019\t1.626\t0.044\t6400\t100\t0.200\t0.091\t0.73\t0.10\t0.537\t0.029\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-17791\t0.554\t0.050\t0.699\t0.019\t1.651\t0.042\t6680\t100\t0.176\t0.088\t0.66\t0.10\t0.473\t0.028\t-0.567\t0.078\t\n",
"OGLE-LMC-RRLYR-17794\t0.757\t0.053\t0.801\t0.020\t1.769\t0.042\t6360\t100\t-0.100\t0.088\t0.433\t0.099\t0.546\t0.029\t-0.951\t0.080\t\n",
"OGLE-LMC-RRLYR-17795\t0.545\t0.050\t0.674\t0.019\t1.627\t0.042\t6780\t100\t0.253\t0.087\t0.721\t0.098\t0.457\t0.028\t-0.456\t0.078\t\n",
"OGLE-LMC-RRLYR-17797\t0.600\t0.050\t0.735\t0.019\t1.595\t0.042\t6240\t100\t0.264\t0.088\t0.83\t0.10\t0.585\t0.028\t-0.646\t0.077\t\n",
"OGLE-LMC-RRLYR-17801\t0.743\t0.050\t0.760\t0.019\t1.689\t0.042\t6360\t100\t0.127\t0.087\t0.657\t0.099\t0.543\t0.028\t-0.726\t0.078\t\n",
"OGLE-LMC-RRLYR-17804\t0.680\t0.058\t0.774\t0.022\t1.771\t0.045\t6560\t120\t-0.110\t0.094\t0.39\t0.11\t0.510\t0.032\t-0.901\t0.090\t\n",
"OGLE-LMC-RRLYR-17807\t0.644\t0.050\t0.746\t0.019\t1.649\t0.042\t6330\t100\t0.156\t0.087\t0.699\t0.099\t0.554\t0.028\t-0.711\t0.077\t\n",
"OGLE-LMC-RRLYR-17809\t0.671\t0.051\t0.735\t0.019\t1.693\t0.042\t6570\t100\t0.088\t0.087\t0.603\t0.099\t0.508\t0.028\t-0.700\t0.078\t\n",
"OGLE-LMC-RRLYR-17812\t0.578\t0.053\t0.772\t0.020\t1.760\t0.042\t6540\t100\t-0.118\t0.088\t0.396\t0.099\t0.510\t0.029\t-0.905\t0.081\t\n",
"OGLE-LMC-RRLYR-17817\t0.628\t0.051\t0.707\t0.019\t1.647\t0.042\t6600\t100\t0.226\t0.088\t0.71\t0.10\t0.489\t0.028\t-0.542\t0.078\t\n",
"OGLE-LMC-RRLYR-17819\t0.703\t0.050\t0.766\t0.019\t1.652\t0.042\t6200\t100\t0.154\t0.088\t0.740\t0.099\t0.595\t0.028\t-0.767\t0.078\t\n",
"OGLE-LMC-RRLYR-17821\t0.674\t0.056\t0.782\t0.021\t1.801\t0.043\t6620\t110\t-0.164\t0.090\t0.34\t0.10\t0.499\t0.030\t-0.937\t0.086\t\n",
"OGLE-LMC-RRLYR-17823\t0.617\t0.050\t0.745\t0.019\t1.640\t0.042\t6320\t99\t0.169\t0.088\t0.71\t0.10\t0.560\t0.028\t-0.710\t0.077\t\n",
"OGLE-LMC-RRLYR-17826\t0.703\t0.053\t0.750\t0.020\t1.708\t0.042\t6510\t100\t0.060\t0.088\t0.581\t0.099\t0.519\t0.028\t-0.749\t0.079\t\n",
"OGLE-LMC-RRLYR-17827\t0.624\t0.050\t0.765\t0.019\t1.773\t0.042\t6640\t100\t-0.109\t0.087\t0.385\t0.098\t0.490\t0.028\t-0.869\t0.077\t\n",
"OGLE-LMC-RRLYR-17828\t0.588\t0.052\t0.711\t0.019\t1.677\t0.042\t6690\t100\t0.132\t0.087\t0.623\t0.098\t0.477\t0.028\t-0.608\t0.078\t\n",
"OGLE-LMC-RRLYR-17829\t0.644\t0.050\t0.748\t0.019\t1.722\t0.042\t6560\t100\t-0.007\t0.088\t0.49\t0.10\t0.495\t0.028\t-0.777\t0.078\t\n",
"OGLE-LMC-RRLYR-17832\t0.594\t0.052\t0.698\t0.020\t1.681\t0.042\t6800\t100\t0.144\t0.088\t0.613\t0.099\t0.454\t0.029\t-0.562\t0.080\t\n",
"OGLE-LMC-RRLYR-17834\t0.642\t0.050\t0.762\t0.019\t1.775\t0.042\t6670\t100\t-0.099\t0.087\t0.393\t0.098\t0.486\t0.028\t-0.854\t0.078\t\n",
"OGLE-LMC-RRLYR-17836\t0.643\t0.051\t0.733\t0.019\t1.696\t0.042\t6610\t100\t0.099\t0.087\t0.605\t0.098\t0.496\t0.028\t-0.668\t0.078\t\n",
"OGLE-LMC-RRLYR-17838\t0.682\t0.053\t0.733\t0.020\t1.679\t0.042\t6520\t100\t0.118\t0.088\t0.64\t0.10\t0.517\t0.028\t-0.682\t0.080\t\n",
"OGLE-LMC-RRLYR-17840\t0.683\t0.050\t0.753\t0.019\t1.700\t0.042\t6460\t100\t0.077\t0.087\t0.599\t0.098\t0.526\t0.028\t-0.743\t0.077\t\n",
"OGLE-LMC-RRLYR-17841\t0.614\t0.051\t0.727\t0.019\t1.721\t0.042\t6740\t100\t0.043\t0.087\t0.522\t0.098\t0.469\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-17842\t0.649\t0.052\t0.718\t0.020\t1.666\t0.042\t6600\t100\t0.180\t0.088\t0.66\t0.10\t0.494\t0.028\t-0.591\t0.080\t\n",
"OGLE-LMC-RRLYR-17843\t0.535\t0.050\t0.720\t0.019\t1.709\t0.042\t6740\t100\t0.045\t0.087\t0.520\t0.098\t0.464\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-17851\t0.626\t0.050\t0.706\t0.019\t1.638\t0.042\t6590\t100\t0.214\t0.087\t0.731\t0.099\t0.504\t0.028\t-0.567\t0.077\t\n",
"OGLE-LMC-RRLYR-17853\t0.731\t0.052\t0.759\t0.020\t1.749\t0.042\t6580\t100\t-0.019\t0.088\t0.481\t0.099\t0.502\t0.029\t-0.802\t0.079\t\n",
"OGLE-LMC-RRLYR-17855\t0.633\t0.051\t0.721\t0.019\t1.696\t0.042\t6690\t100\t0.094\t0.087\t0.581\t0.099\t0.481\t0.028\t-0.653\t0.079\t\n",
"OGLE-LMC-RRLYR-17863\t0.697\t0.050\t0.768\t0.019\t1.669\t0.042\t6240\t100\t0.107\t0.087\t0.678\t0.099\t0.578\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-17865\t0.569\t0.055\t0.704\t0.021\t1.698\t0.043\t6820\t110\t0.100\t0.089\t0.55\t0.10\t0.446\t0.029\t-0.594\t0.082\t\n",
"OGLE-LMC-RRLYR-17869\t0.543\t0.051\t0.682\t0.019\t1.663\t0.042\t6850\t100\t0.172\t0.088\t0.615\t0.099\t0.433\t0.028\t-0.508\t0.078\t\n",
"OGLE-LMC-RRLYR-17875\t0.725\t0.052\t0.761\t0.020\t1.704\t0.042\t6400\t100\t0.058\t0.088\t0.587\t0.099\t0.540\t0.028\t-0.784\t0.079\t\n",
"OGLE-LMC-RRLYR-17876\t0.651\t0.055\t0.706\t0.020\t1.666\t0.042\t6690\t100\t0.159\t0.089\t0.659\t0.099\t0.484\t0.029\t-0.590\t0.082\t\n",
"OGLE-LMC-RRLYR-17877\t0.651\t0.050\t0.730\t0.019\t1.666\t0.043\t6540\t100\t0.130\t0.090\t0.62\t0.10\t0.491\t0.029\t-0.634\t0.078\t\n",
"OGLE-LMC-RRLYR-17878\t0.691\t0.051\t0.813\t0.019\t1.796\t0.042\t6350\t100\t-0.204\t0.088\t0.33\t0.10\t0.548\t0.028\t-1.053\t0.079\t\n",
"OGLE-LMC-RRLYR-17881\t0.643\t0.052\t0.745\t0.020\t1.708\t0.042\t6540\t100\t0.048\t0.087\t0.541\t0.099\t0.504\t0.028\t-0.737\t0.079\t\n",
"OGLE-LMC-RRLYR-17884\t0.662\t0.052\t0.722\t0.020\t1.702\t0.042\t6690\t100\t0.093\t0.088\t0.586\t0.099\t0.479\t0.028\t-0.651\t0.079\t\n",
"OGLE-LMC-RRLYR-17886\t0.595\t0.051\t0.719\t0.019\t1.682\t0.042\t6650\t100\t0.111\t0.087\t0.606\t0.098\t0.486\t0.028\t-0.642\t0.078\t\n",
"OGLE-LMC-RRLYR-17887\t0.638\t0.050\t0.718\t0.019\t1.688\t0.042\t6670\t100\t0.120\t0.087\t0.621\t0.098\t0.486\t0.028\t-0.633\t0.078\t\n",
"OGLE-LMC-RRLYR-17890\t0.569\t0.051\t0.706\t0.019\t1.673\t0.042\t6710\t100\t0.147\t0.087\t0.623\t0.099\t0.470\t0.028\t-0.585\t0.078\t\n",
"OGLE-LMC-RRLYR-17891\t0.678\t0.051\t0.738\t0.019\t1.674\t0.042\t6470\t100\t0.117\t0.088\t0.651\t0.099\t0.531\t0.028\t-0.711\t0.079\t\n",
"OGLE-LMC-RRLYR-17896\t0.702\t0.056\t0.765\t0.021\t1.744\t0.043\t6540\t110\t-0.002\t0.089\t0.510\t0.099\t0.511\t0.029\t-0.799\t0.083\t\n",
"OGLE-LMC-RRLYR-17898\t0.707\t0.051\t0.757\t0.020\t1.664\t0.043\t6290\t100\t0.128\t0.089\t0.67\t0.10\t0.562\t0.028\t-0.747\t0.080\t\n",
"OGLE-LMC-RRLYR-17901\t0.750\t0.051\t0.767\t0.019\t1.683\t0.042\t6300\t100\t0.094\t0.087\t0.668\t0.099\t0.570\t0.029\t-0.796\t0.079\t\n",
"OGLE-LMC-RRLYR-17903\t0.677\t0.050\t0.754\t0.019\t1.663\t0.042\t6320\t100\t0.142\t0.087\t0.686\t0.099\t0.556\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-17905\t0.674\t0.051\t0.726\t0.019\t1.677\t0.042\t6580\t100\t0.127\t0.088\t0.61\t0.10\t0.486\t0.029\t-0.627\t0.078\t\n",
"OGLE-LMC-RRLYR-17916\t0.619\t0.050\t0.767\t0.019\t1.773\t0.042\t6620\t100\t-0.116\t0.087\t0.383\t0.099\t0.495\t0.028\t-0.882\t0.077\t\n",
"OGLE-LMC-RRLYR-17920\t0.773\t0.050\t0.764\t0.019\t1.667\t0.042\t6230\t100\t0.125\t0.087\t0.697\t0.099\t0.579\t0.028\t-0.784\t0.078\t\n",
"OGLE-LMC-RRLYR-17922\t0.643\t0.050\t0.752\t0.019\t1.663\t0.043\t6330\t100\t0.119\t0.088\t0.66\t0.10\t0.555\t0.028\t-0.744\t0.078\t\n",
"OGLE-LMC-RRLYR-17924\t0.671\t0.053\t0.718\t0.020\t1.665\t0.042\t6600\t100\t0.216\t0.088\t0.709\t0.099\t0.494\t0.028\t-0.559\t0.081\t\n",
"OGLE-LMC-RRLYR-17927\t0.585\t0.059\t0.706\t0.022\t1.619\t0.044\t6500\t110\t0.246\t0.090\t0.75\t0.10\t0.517\t0.029\t-0.562\t0.085\t\n",
"OGLE-LMC-RRLYR-17928\t0.625\t0.065\t0.724\t0.023\t1.687\t0.045\t6610\t110\t0.109\t0.093\t0.60\t0.10\t0.493\t0.030\t-0.655\t0.090\t\n",
"OGLE-LMC-RRLYR-17929\t0.685\t0.057\t0.749\t0.021\t1.731\t0.043\t6590\t110\t0.012\t0.090\t0.51\t0.10\t0.500\t0.030\t-0.769\t0.086\t\n",
"OGLE-LMC-RRLYR-17936\t0.683\t0.050\t0.755\t0.019\t1.676\t0.042\t6350\t100\t0.119\t0.087\t0.655\t0.099\t0.547\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-17939\t0.651\t0.064\t0.726\t0.023\t1.710\t0.046\t6690\t110\t0.060\t0.094\t0.55\t0.10\t0.478\t0.029\t-0.676\t0.088\t\n",
"OGLE-LMC-RRLYR-17940\t0.665\t0.052\t0.730\t0.020\t1.652\t0.042\t6440\t100\t0.170\t0.088\t0.69\t0.10\t0.533\t0.029\t-0.662\t0.080\t\n",
"OGLE-LMC-RRLYR-17944\t0.714\t0.050\t0.769\t0.019\t1.687\t0.042\t6300\t100\t0.090\t0.087\t0.638\t0.099\t0.560\t0.028\t-0.787\t0.077\t\n",
"OGLE-LMC-RRLYR-17945\t0.598\t0.052\t0.705\t0.020\t1.673\t0.042\t6720\t100\t0.150\t0.087\t0.628\t0.098\t0.471\t0.029\t-0.582\t0.079\t\n",
"OGLE-LMC-RRLYR-17949\t0.533\t0.051\t0.685\t0.020\t1.648\t0.042\t6760\t100\t0.197\t0.087\t0.667\t0.099\t0.459\t0.028\t-0.518\t0.078\t\n",
"OGLE-LMC-RRLYR-17950\t0.637\t0.050\t0.723\t0.019\t1.664\t0.042\t6550\t100\t0.141\t0.087\t0.659\t0.099\t0.512\t0.028\t-0.655\t0.078\t\n",
"OGLE-LMC-RRLYR-17954\t0.654\t0.051\t0.735\t0.019\t1.677\t0.042\t6500\t100\t0.114\t0.087\t0.636\t0.099\t0.521\t0.028\t-0.699\t0.078\t\n",
"OGLE-LMC-RRLYR-17958\t0.601\t0.052\t0.708\t0.020\t1.675\t0.042\t6710\t100\t0.138\t0.088\t0.622\t0.099\t0.475\t0.029\t-0.598\t0.080\t\n",
"OGLE-LMC-RRLYR-17965\t0.763\t0.051\t0.763\t0.019\t1.708\t0.042\t6410\t100\t0.081\t0.088\t0.617\t0.099\t0.540\t0.028\t-0.768\t0.079\t\n",
"OGLE-LMC-RRLYR-17966\t0.675\t0.050\t0.764\t0.019\t1.686\t0.042\t6340\t100\t0.081\t0.088\t0.62\t0.10\t0.553\t0.028\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-17970\t0.671\t0.053\t0.718\t0.020\t1.679\t0.042\t6640\t100\t0.154\t0.087\t0.659\t0.099\t0.492\t0.028\t-0.612\t0.078\t\n",
"OGLE-LMC-RRLYR-17973\t0.657\t0.051\t0.745\t0.019\t1.678\t0.042\t6430\t100\t0.096\t0.088\t0.623\t0.099\t0.535\t0.028\t-0.739\t0.079\t\n",
"OGLE-LMC-RRLYR-17975\t0.649\t0.051\t0.733\t0.019\t1.675\t0.042\t6510\t100\t0.143\t0.088\t0.65\t0.10\t0.515\t0.028\t-0.658\t0.079\t\n",
"OGLE-LMC-RRLYR-17980\t0.755\t0.051\t0.772\t0.019\t1.750\t0.042\t6490\t100\t-0.013\t0.087\t0.509\t0.098\t0.521\t0.028\t-0.828\t0.078\t\n",
"OGLE-LMC-RRLYR-17987\t0.762\t0.050\t0.765\t0.019\t1.647\t0.042\t6211\t99\t0.166\t0.089\t0.74\t0.10\t0.587\t0.028\t-0.748\t0.078\t\n",
"OGLE-LMC-RRLYR-17990\t0.566\t0.053\t0.707\t0.020\t1.648\t0.042\t6630\t110\t0.178\t0.087\t0.686\t0.099\t0.493\t0.029\t-0.583\t0.079\t\n",
"OGLE-LMC-RRLYR-17993\t0.658\t0.050\t0.752\t0.019\t1.732\t0.042\t6590\t100\t-0.009\t0.087\t0.501\t0.098\t0.503\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-17996\t0.625\t0.052\t0.722\t0.020\t1.663\t0.042\t6560\t100\t0.137\t0.088\t0.654\t0.099\t0.510\t0.029\t-0.653\t0.079\t\n",
"OGLE-LMC-RRLYR-18000\t0.657\t0.053\t0.726\t0.020\t1.676\t0.042\t6580\t100\t0.143\t0.088\t0.653\t0.099\t0.504\t0.028\t-0.640\t0.079\t\n",
"OGLE-LMC-RRLYR-18001\t0.672\t0.056\t0.710\t0.021\t1.606\t0.046\t6440\t100\t0.270\t0.096\t0.81\t0.11\t0.533\t0.029\t-0.560\t0.085\t\n",
"OGLE-LMC-RRLYR-18003\t0.628\t0.053\t0.707\t0.020\t1.664\t0.042\t6670\t100\t0.175\t0.087\t0.672\t0.099\t0.484\t0.028\t-0.576\t0.079\t\n",
"OGLE-LMC-RRLYR-18005\t0.660\t0.051\t0.755\t0.019\t1.749\t0.042\t6630\t100\t-0.033\t0.087\t0.470\t0.099\t0.493\t0.028\t-0.798\t0.079\t\n",
"OGLE-LMC-RRLYR-18007\t0.670\t0.052\t0.746\t0.020\t1.675\t0.042\t6410\t100\t0.121\t0.087\t0.650\t0.099\t0.536\t0.029\t-0.715\t0.079\t\n",
"OGLE-LMC-RRLYR-18011\t0.631\t0.051\t0.714\t0.019\t1.609\t0.042\t6410\t100\t0.279\t0.087\t0.809\t0.098\t0.538\t0.028\t-0.559\t0.078\t\n",
"OGLE-LMC-RRLYR-18012\t0.599\t0.052\t0.729\t0.020\t1.691\t0.042\t6610\t100\t0.075\t0.087\t0.580\t0.099\t0.498\t0.029\t-0.696\t0.080\t\n",
"OGLE-LMC-RRLYR-18022\t0.668\t0.051\t0.737\t0.019\t1.669\t0.042\t6450\t100\t0.120\t0.087\t0.655\t0.099\t0.533\t0.028\t-0.712\t0.079\t\n",
"OGLE-LMC-RRLYR-18024\t0.599\t0.052\t0.711\t0.019\t1.689\t0.042\t6740\t100\t0.114\t0.087\t0.590\t0.099\t0.470\t0.028\t-0.612\t0.079\t\n",
"OGLE-LMC-RRLYR-18025\t0.666\t0.053\t0.740\t0.020\t1.686\t0.042\t6500\t100\t0.112\t0.088\t0.620\t0.099\t0.517\t0.029\t-0.693\t0.080\t\n",
"OGLE-LMC-RRLYR-18026\t0.593\t0.050\t0.716\t0.019\t1.668\t0.042\t6630\t100\t0.133\t0.087\t0.635\t0.099\t0.495\t0.028\t-0.629\t0.078\t\n",
"OGLE-LMC-RRLYR-18028\t0.548\t0.052\t0.675\t0.020\t1.584\t0.042\t6600\t100\t0.327\t0.088\t0.83\t0.10\t0.501\t0.028\t-0.453\t0.079\t\n",
"OGLE-LMC-RRLYR-18031\t0.619\t0.051\t0.733\t0.019\t1.666\t0.042\t6470\t100\t0.122\t0.087\t0.641\t0.099\t0.525\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-18035\t0.538\t0.051\t0.689\t0.019\t1.633\t0.042\t6690\t100\t0.230\t0.087\t0.714\t0.098\t0.477\t0.028\t-0.505\t0.078\t\n",
"OGLE-LMC-RRLYR-18040\t0.691\t0.051\t0.735\t0.019\t1.668\t0.043\t6470\t100\t0.154\t0.089\t0.66\t0.10\t0.515\t0.028\t-0.647\t0.079\t\n",
"OGLE-LMC-RRLYR-18044\t0.664\t0.051\t0.735\t0.019\t1.707\t0.042\t6620\t100\t0.068\t0.087\t0.570\t0.099\t0.495\t0.028\t-0.699\t0.078\t\n",
"OGLE-LMC-RRLYR-18048\t0.561\t0.051\t0.692\t0.019\t1.680\t0.042\t6850\t100\t0.146\t0.087\t0.596\t0.098\t0.443\t0.028\t-0.540\t0.078\t\n",
"OGLE-LMC-RRLYR-18052\t0.600\t0.051\t0.774\t0.019\t1.706\t0.042\t6320\t100\t-0.024\t0.088\t0.52\t0.10\t0.554\t0.028\t-0.878\t0.079\t\n",
"OGLE-LMC-RRLYR-18055\t0.615\t0.052\t0.717\t0.020\t1.688\t0.042\t6690\t100\t0.108\t0.088\t0.592\t0.099\t0.479\t0.028\t-0.636\t0.079\t\n",
"OGLE-LMC-RRLYR-18056\t0.558\t0.050\t0.735\t0.019\t1.616\t0.043\t6290\t100\t0.194\t0.089\t0.75\t0.10\t0.563\t0.029\t-0.686\t0.077\t\n",
"OGLE-LMC-RRLYR-18060\t0.661\t0.050\t0.758\t0.019\t1.659\t0.043\t6280\t100\t0.122\t0.088\t0.68\t0.10\t0.565\t0.028\t-0.760\t0.078\t\n",
"OGLE-LMC-RRLYR-18064\t0.623\t0.050\t0.772\t0.019\t1.710\t0.043\t6380\t100\t0.008\t0.088\t0.54\t0.10\t0.540\t0.029\t-0.839\t0.077\t\n",
"OGLE-LMC-RRLYR-18067\t0.668\t0.050\t0.777\t0.019\t1.723\t0.042\t6350\t100\t-0.025\t0.087\t0.518\t0.099\t0.549\t0.028\t-0.881\t0.078\t\n",
"OGLE-LMC-RRLYR-18072\t0.624\t0.051\t0.777\t0.019\t1.745\t0.042\t6440\t100\t-0.075\t0.088\t0.443\t0.099\t0.528\t0.028\t-0.896\t0.079\t\n",
"OGLE-LMC-RRLYR-18075\t0.672\t0.051\t0.753\t0.019\t1.715\t0.042\t6510\t100\t0.024\t0.087\t0.560\t0.098\t0.523\t0.028\t-0.785\t0.077\t\n",
"OGLE-LMC-RRLYR-18078\t0.701\t0.052\t0.754\t0.020\t1.693\t0.042\t6420\t100\t0.078\t0.088\t0.615\t0.099\t0.539\t0.028\t-0.763\t0.079\t\n",
"OGLE-LMC-RRLYR-18080\t0.567\t0.061\t0.702\t0.022\t1.634\t0.044\t6590\t110\t0.206\t0.091\t0.71\t0.10\t0.499\t0.030\t-0.570\t0.087\t\n",
"OGLE-LMC-RRLYR-18082\t0.732\t0.050\t0.809\t0.019\t1.765\t0.042\t6270\t100\t-0.124\t0.087\t0.438\t0.099\t0.567\t0.028\t-1.008\t0.078\t\n",
"OGLE-LMC-RRLYR-18083\t0.624\t0.052\t0.712\t0.019\t1.646\t0.042\t6560\t100\t0.209\t0.087\t0.708\t0.099\t0.504\t0.028\t-0.570\t0.079\t\n",
"OGLE-LMC-RRLYR-18084\t0.599\t0.050\t0.732\t0.019\t1.605\t0.042\t6300\t100\t0.245\t0.088\t0.80\t0.10\t0.567\t0.028\t-0.644\t0.077\t\n",
"OGLE-LMC-RRLYR-18085\t0.714\t0.051\t0.750\t0.019\t1.714\t0.042\t6530\t100\t0.051\t0.087\t0.572\t0.099\t0.517\t0.028\t-0.755\t0.078\t\n",
"OGLE-LMC-RRLYR-18088\t0.706\t0.052\t0.769\t0.020\t1.706\t0.043\t6340\t100\t0.020\t0.088\t0.57\t0.10\t0.556\t0.029\t-0.844\t0.080\t\n",
"OGLE-LMC-RRLYR-18089\t0.600\t0.052\t0.695\t0.020\t1.658\t0.042\t6740\t100\t0.189\t0.088\t0.671\t0.099\t0.468\t0.028\t-0.537\t0.080\t\n",
"OGLE-LMC-RRLYR-18092\t0.708\t0.050\t0.760\t0.019\t1.713\t0.042\t6450\t100\t0.054\t0.087\t0.568\t0.099\t0.526\t0.028\t-0.767\t0.078\t\n",
"OGLE-LMC-RRLYR-18098\t0.643\t0.054\t0.718\t0.020\t1.714\t0.042\t6770\t100\t0.073\t0.088\t0.541\t0.099\t0.461\t0.028\t-0.642\t0.080\t\n",
"OGLE-LMC-RRLYR-18100\t0.707\t0.052\t0.759\t0.020\t1.698\t0.042\t6400\t100\t0.083\t0.087\t0.611\t0.099\t0.537\t0.028\t-0.752\t0.079\t\n",
"OGLE-LMC-RRLYR-18102\t0.627\t0.050\t0.752\t0.019\t1.702\t0.042\t6460\t100\t0.040\t0.087\t0.555\t0.099\t0.523\t0.028\t-0.776\t0.077\t\n",
"OGLE-LMC-RRLYR-18103\t0.717\t0.054\t0.747\t0.020\t1.726\t0.043\t6600\t100\t0.045\t0.088\t0.543\t0.099\t0.498\t0.029\t-0.733\t0.080\t\n",
"OGLE-LMC-RRLYR-18104\t0.768\t0.052\t0.770\t0.020\t1.711\t0.042\t6360\t100\t0.054\t0.087\t0.597\t0.099\t0.551\t0.028\t-0.808\t0.079\t\n",
"OGLE-LMC-RRLYR-18106\t0.542\t0.051\t0.694\t0.020\t1.658\t0.042\t6750\t100\t0.177\t0.087\t0.653\t0.098\t0.462\t0.028\t-0.541\t0.079\t\n",
"OGLE-LMC-RRLYR-18110\t0.722\t0.052\t0.747\t0.019\t1.700\t0.042\t6490\t100\t0.072\t0.087\t0.596\t0.099\t0.524\t0.028\t-0.745\t0.078\t\n",
"OGLE-LMC-RRLYR-18111\t0.655\t0.051\t0.727\t0.019\t1.696\t0.042\t6640\t100\t0.091\t0.087\t0.590\t0.099\t0.491\t0.028\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-18113\t0.635\t0.052\t0.709\t0.019\t1.687\t0.042\t6730\t100\t0.127\t0.088\t0.613\t0.099\t0.469\t0.028\t-0.600\t0.079\t\n",
"OGLE-LMC-RRLYR-18114\t0.685\t0.051\t0.751\t0.019\t1.712\t0.042\t6510\t100\t0.050\t0.087\t0.563\t0.099\t0.517\t0.028\t-0.757\t0.078\t\n",
"OGLE-LMC-RRLYR-18115\t0.563\t0.050\t0.662\t0.019\t1.608\t0.043\t6790\t100\t0.266\t0.089\t0.71\t0.10\t0.434\t0.029\t-0.413\t0.077\t\n",
"OGLE-LMC-RRLYR-18117\t0.652\t0.056\t0.718\t0.020\t1.652\t0.043\t6530\t100\t0.180\t0.089\t0.69\t0.10\t0.516\t0.029\t-0.622\t0.081\t\n",
"OGLE-LMC-RRLYR-18126\t0.595\t0.052\t0.696\t0.020\t1.677\t0.042\t6780\t100\t0.153\t0.088\t0.612\t0.099\t0.453\t0.029\t-0.552\t0.080\t\n",
"OGLE-LMC-RRLYR-18128\t0.643\t0.051\t0.798\t0.020\t1.769\t0.042\t6370\t100\t-0.151\t0.088\t0.388\t0.099\t0.544\t0.028\t-0.995\t0.079\t\n",
"OGLE-LMC-RRLYR-18133\t0.659\t0.053\t0.743\t0.020\t1.694\t0.042\t6510\t100\t0.099\t0.088\t0.613\t0.099\t0.515\t0.029\t-0.703\t0.080\t\n",
"OGLE-LMC-RRLYR-18135\t0.616\t0.051\t0.732\t0.020\t1.622\t0.044\t6330\t100\t0.214\t0.091\t0.75\t0.10\t0.553\t0.029\t-0.652\t0.079\t\n",
"OGLE-LMC-RRLYR-18137\t0.677\t0.051\t0.746\t0.019\t1.716\t0.042\t6580\t100\t0.049\t0.087\t0.557\t0.099\t0.504\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-18143\t0.667\t0.050\t0.753\t0.019\t1.675\t0.042\t6360\t100\t0.115\t0.087\t0.647\t0.099\t0.545\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-18144\t0.691\t0.050\t0.755\t0.019\t1.653\t0.042\t6270\t100\t0.156\t0.087\t0.714\t0.099\t0.568\t0.028\t-0.735\t0.077\t\n",
"OGLE-LMC-RRLYR-18146\t0.694\t0.050\t0.837\t0.019\t1.822\t0.042\t6280\t100\t-0.264\t0.088\t0.292\t0.099\t0.564\t0.028\t-1.141\t0.078\t\n",
"OGLE-LMC-RRLYR-18148\t0.554\t0.049\t0.703\t0.019\t1.694\t0.041\t6820\t100\t0.111\t0.087\t0.567\t0.098\t0.451\t0.028\t-0.588\t0.077\t\n",
"OGLE-LMC-RRLYR-18149\t0.588\t0.051\t0.710\t0.019\t1.663\t0.042\t6650\t100\t0.161\t0.087\t0.656\t0.098\t0.486\t0.028\t-0.592\t0.078\t\n",
"OGLE-LMC-RRLYR-18150\t0.753\t0.050\t0.779\t0.019\t1.677\t0.042\t6190\t99\t0.088\t0.087\t0.669\t0.099\t0.586\t0.028\t-0.834\t0.077\t\n",
"OGLE-LMC-RRLYR-18151\t0.610\t0.050\t0.702\t0.019\t1.640\t0.042\t6610\t100\t0.218\t0.088\t0.720\t0.099\t0.495\t0.028\t-0.556\t0.078\t\n",
"OGLE-LMC-RRLYR-18152\t0.666\t0.054\t0.717\t0.020\t1.702\t0.042\t6730\t100\t0.100\t0.088\t0.581\t0.099\t0.471\t0.029\t-0.631\t0.081\t\n",
"OGLE-LMC-RRLYR-18153\t0.619\t0.051\t0.727\t0.019\t1.712\t0.042\t6700\t100\t0.051\t0.087\t0.532\t0.099\t0.478\t0.028\t-0.693\t0.078\t\n",
"OGLE-LMC-RRLYR-18157\t0.609\t0.052\t0.703\t0.020\t1.650\t0.042\t6660\t100\t0.188\t0.088\t0.685\t0.099\t0.488\t0.029\t-0.568\t0.079\t\n",
"OGLE-LMC-RRLYR-18160\t0.682\t0.050\t0.748\t0.019\t1.727\t0.042\t6590\t100\t0.011\t0.087\t0.522\t0.098\t0.503\t0.028\t-0.771\t0.077\t\n",
"OGLE-LMC-RRLYR-18161\t0.629\t0.052\t0.726\t0.019\t1.696\t0.042\t6650\t100\t0.103\t0.087\t0.603\t0.099\t0.487\t0.028\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-18165\t0.553\t0.051\t0.680\t0.019\t1.584\t0.043\t6580\t100\t0.309\t0.090\t0.81\t0.10\t0.499\t0.029\t-0.471\t0.079\t\n",
"OGLE-LMC-RRLYR-18172\t0.597\t0.053\t0.736\t0.020\t1.663\t0.042\t6440\t110\t0.113\t0.089\t0.63\t0.10\t0.529\t0.030\t-0.707\t0.081\t\n",
"OGLE-LMC-RRLYR-18173\t0.678\t0.050\t0.741\t0.019\t1.635\t0.042\t6320\t100\t0.193\t0.088\t0.74\t0.10\t0.563\t0.028\t-0.671\t0.078\t\n",
"OGLE-LMC-RRLYR-18174\t0.626\t0.052\t0.718\t0.019\t1.669\t0.042\t6600\t100\t0.144\t0.087\t0.640\t0.099\t0.497\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-18177\t0.597\t0.051\t0.709\t0.020\t1.653\t0.042\t6610\t100\t0.210\t0.088\t0.707\t0.099\t0.492\t0.028\t-0.559\t0.080\t\n",
"OGLE-LMC-RRLYR-18178\t0.674\t0.051\t0.723\t0.019\t1.662\t0.042\t6550\t100\t0.173\t0.087\t0.691\t0.099\t0.513\t0.028\t-0.625\t0.077\t\n",
"OGLE-LMC-RRLYR-18179\t0.652\t0.050\t0.827\t0.019\t1.810\t0.042\t6320\t100\t-0.238\t0.088\t0.306\t0.099\t0.552\t0.028\t-1.099\t0.078\t\n",
"OGLE-LMC-RRLYR-18182\t0.624\t0.050\t0.726\t0.019\t1.705\t0.042\t6680\t100\t0.070\t0.087\t0.560\t0.098\t0.480\t0.028\t-0.672\t0.078\t\n",
"OGLE-LMC-RRLYR-18183\t0.619\t0.051\t0.709\t0.019\t1.663\t0.042\t6660\t100\t0.160\t0.087\t0.655\t0.099\t0.488\t0.028\t-0.595\t0.078\t\n",
"OGLE-LMC-RRLYR-18184\t0.637\t0.052\t0.742\t0.020\t1.662\t0.042\t6400\t100\t0.128\t0.088\t0.66\t0.10\t0.542\t0.028\t-0.715\t0.079\t\n",
"OGLE-LMC-RRLYR-18190\t0.670\t0.050\t0.730\t0.019\t1.604\t0.042\t6300\t100\t0.285\t0.088\t0.838\t0.099\t0.566\t0.028\t-0.591\t0.078\t\n",
"OGLE-LMC-RRLYR-18191\t0.703\t0.053\t0.773\t0.020\t1.750\t0.042\t6490\t100\t-0.055\t0.089\t0.46\t0.10\t0.524\t0.029\t-0.872\t0.081\t\n",
"OGLE-LMC-RRLYR-18193\t0.597\t0.050\t0.718\t0.019\t1.705\t0.042\t6740\t100\t0.075\t0.087\t0.552\t0.098\t0.468\t0.028\t-0.649\t0.078\t\n",
"OGLE-LMC-RRLYR-18194\t0.714\t0.054\t0.728\t0.020\t1.692\t0.042\t6590\t100\t0.106\t0.088\t0.624\t0.099\t0.502\t0.029\t-0.680\t0.080\t\n",
"OGLE-LMC-RRLYR-18198\t0.578\t0.050\t0.711\t0.019\t1.657\t0.042\t6620\t100\t0.162\t0.087\t0.661\t0.098\t0.492\t0.028\t-0.603\t0.077\t\n",
"OGLE-LMC-RRLYR-18199\t0.637\t0.051\t0.725\t0.019\t1.664\t0.042\t6540\t100\t0.174\t0.087\t0.683\t0.099\t0.509\t0.028\t-0.619\t0.078\t\n",
"OGLE-LMC-RRLYR-18201\t0.618\t0.050\t0.739\t0.019\t1.723\t0.042\t6650\t100\t0.010\t0.087\t0.506\t0.098\t0.489\t0.028\t-0.751\t0.078\t\n",
"OGLE-LMC-RRLYR-18202\t0.616\t0.051\t0.728\t0.019\t1.687\t0.042\t6580\t100\t0.100\t0.087\t0.604\t0.098\t0.499\t0.028\t-0.676\t0.078\t\n",
"OGLE-LMC-RRLYR-18204\t0.624\t0.057\t0.706\t0.021\t1.673\t0.043\t6720\t110\t0.150\t0.089\t0.631\t0.099\t0.474\t0.029\t-0.586\t0.084\t\n",
"OGLE-LMC-RRLYR-18213\t0.715\t0.050\t0.796\t0.019\t1.748\t0.042\t6320\t100\t-0.064\t0.088\t0.47\t0.10\t0.551\t0.028\t-0.927\t0.077\t\n",
"OGLE-LMC-RRLYR-18214\t0.564\t0.051\t0.704\t0.019\t1.671\t0.042\t6730\t100\t0.145\t0.087\t0.629\t0.098\t0.470\t0.028\t-0.583\t0.079\t\n",
"OGLE-LMC-RRLYR-18215\t0.679\t0.050\t0.759\t0.019\t1.683\t0.042\t6380\t100\t0.090\t0.088\t0.62\t0.10\t0.537\t0.028\t-0.750\t0.077\t\n",
"OGLE-LMC-RRLYR-18224\t0.638\t0.050\t0.724\t0.019\t1.700\t0.042\t6670\t100\t0.086\t0.087\t0.572\t0.098\t0.482\t0.028\t-0.663\t0.077\t\n",
"OGLE-LMC-RRLYR-18233\t0.569\t0.051\t0.710\t0.019\t1.706\t0.042\t6800\t100\t0.073\t0.087\t0.532\t0.099\t0.454\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-18234\t0.581\t0.052\t0.686\t0.020\t1.670\t0.042\t6850\t100\t0.181\t0.088\t0.631\t0.099\t0.442\t0.029\t-0.504\t0.080\t\n",
"OGLE-LMC-RRLYR-18235\t0.644\t0.053\t0.773\t0.020\t1.722\t0.042\t6380\t100\t-0.030\t0.088\t0.521\t0.099\t0.549\t0.029\t-0.882\t0.081\t\n",
"OGLE-LMC-RRLYR-18242\t0.672\t0.052\t0.737\t0.020\t1.679\t0.043\t6500\t100\t0.117\t0.090\t0.62\t0.10\t0.509\t0.028\t-0.676\t0.080\t\n",
"OGLE-LMC-RRLYR-18243\t0.644\t0.054\t0.708\t0.020\t1.675\t0.042\t6700\t100\t0.154\t0.088\t0.646\t0.099\t0.478\t0.029\t-0.588\t0.081\t\n",
"OGLE-LMC-RRLYR-18245\t0.610\t0.051\t0.707\t0.020\t1.620\t0.042\t6500\t100\t0.244\t0.088\t0.77\t0.10\t0.519\t0.029\t-0.566\t0.079\t\n",
"OGLE-LMC-RRLYR-18247\t0.567\t0.051\t0.662\t0.019\t1.576\t0.043\t6690\t100\t0.359\t0.090\t0.81\t0.10\t0.463\t0.029\t-0.366\t0.078\t\n",
"OGLE-LMC-RRLYR-18248\t0.706\t0.051\t0.821\t0.020\t1.803\t0.043\t6340\t100\t-0.193\t0.089\t0.34\t0.10\t0.544\t0.029\t-1.048\t0.080\t\n",
"OGLE-LMC-RRLYR-18250\t0.568\t0.051\t0.696\t0.019\t1.631\t0.042\t6630\t100\t0.223\t0.087\t0.722\t0.099\t0.493\t0.028\t-0.541\t0.078\t\n",
"OGLE-LMC-RRLYR-18259\t0.693\t0.054\t0.765\t0.020\t1.731\t0.043\t6480\t100\t-0.009\t0.089\t0.52\t0.10\t0.527\t0.029\t-0.831\t0.080\t\n",
"OGLE-LMC-RRLYR-18271\t0.714\t0.057\t0.739\t0.021\t1.669\t0.043\t6440\t100\t0.152\t0.089\t0.68\t0.10\t0.538\t0.029\t-0.689\t0.082\t\n",
"OGLE-LMC-RRLYR-18277\t0.685\t0.051\t0.739\t0.020\t1.733\t0.042\t6670\t100\t0.043\t0.088\t0.51\t0.10\t0.469\t0.029\t-0.697\t0.079\t\n",
"OGLE-LMC-RRLYR-18278\t0.618\t0.067\t0.722\t0.023\t1.647\t0.048\t6480\t110\t0.167\t0.098\t0.68\t0.11\t0.523\t0.030\t-0.644\t0.094\t\n",
"OGLE-LMC-RRLYR-18279\t0.658\t0.053\t0.735\t0.020\t1.700\t0.043\t6590\t100\t0.073\t0.089\t0.57\t0.10\t0.500\t0.029\t-0.709\t0.081\t\n",
"OGLE-LMC-RRLYR-18287\t0.626\t0.055\t0.698\t0.021\t1.654\t0.042\t6690\t110\t0.217\t0.088\t0.695\t0.099\t0.475\t0.029\t-0.526\t0.082\t\n",
"OGLE-LMC-RRLYR-18298\t0.611\t0.052\t0.700\t0.020\t1.680\t0.042\t6770\t100\t0.171\t0.088\t0.62\t0.10\t0.454\t0.028\t-0.535\t0.079\t\n",
"OGLE-LMC-RRLYR-18304\t0.755\t0.051\t0.781\t0.020\t1.720\t0.043\t6300\t100\t0.010\t0.089\t0.54\t0.10\t0.555\t0.028\t-0.857\t0.079\t\n",
"OGLE-LMC-RRLYR-18308\t0.554\t0.052\t0.685\t0.020\t1.666\t0.042\t6840\t100\t0.176\t0.087\t0.633\t0.098\t0.443\t0.028\t-0.511\t0.079\t\n",
"OGLE-LMC-RRLYR-18313\t0.552\t0.050\t0.729\t0.019\t1.719\t0.042\t6720\t100\t0.016\t0.087\t0.499\t0.098\t0.472\t0.028\t-0.716\t0.078\t\n",
"OGLE-LMC-RRLYR-18315\t0.629\t0.053\t0.748\t0.020\t1.758\t0.042\t6710\t100\t-0.060\t0.089\t0.41\t0.10\t0.473\t0.029\t-0.796\t0.081\t\n",
"OGLE-LMC-RRLYR-18317\t0.630\t0.051\t0.757\t0.019\t1.774\t0.042\t6710\t100\t-0.090\t0.087\t0.385\t0.099\t0.475\t0.028\t-0.827\t0.078\t\n",
"OGLE-LMC-RRLYR-18319\t0.537\t0.053\t0.727\t0.020\t1.741\t0.042\t6810\t110\t-0.018\t0.088\t0.43\t0.10\t0.448\t0.030\t-0.713\t0.081\t\n",
"OGLE-LMC-RRLYR-18323\t0.611\t0.050\t0.712\t0.019\t1.676\t0.042\t6680\t100\t0.163\t0.087\t0.644\t0.099\t0.475\t0.028\t-0.581\t0.078\t\n",
"OGLE-LMC-RRLYR-18324\t0.674\t0.052\t0.780\t0.020\t1.758\t0.042\t6460\t100\t-0.097\t0.088\t0.426\t0.099\t0.527\t0.029\t-0.915\t0.081\t\n",
"OGLE-LMC-RRLYR-18326\t0.733\t0.053\t0.762\t0.020\t1.679\t0.042\t6310\t100\t0.118\t0.088\t0.672\t0.099\t0.562\t0.029\t-0.756\t0.080\t\n",
"OGLE-LMC-RRLYR-18328\t0.653\t0.053\t0.742\t0.020\t1.700\t0.042\t6540\t100\t0.059\t0.088\t0.572\t0.099\t0.514\t0.029\t-0.738\t0.080\t\n",
"OGLE-LMC-RRLYR-18329\t0.592\t0.056\t0.700\t0.021\t1.670\t0.042\t6760\t100\t0.159\t0.089\t0.638\t0.099\t0.467\t0.029\t-0.562\t0.082\t\n",
"OGLE-LMC-RRLYR-18330\t0.753\t0.050\t0.782\t0.019\t1.707\t0.042\t6270\t100\t0.046\t0.087\t0.600\t0.099\t0.568\t0.028\t-0.841\t0.078\t\n",
"OGLE-LMC-RRLYR-18331\t0.720\t0.056\t0.785\t0.020\t1.802\t0.043\t6600\t100\t-0.148\t0.089\t0.37\t0.10\t0.504\t0.028\t-0.929\t0.082\t\n",
"OGLE-LMC-RRLYR-18335\t0.730\t0.054\t0.765\t0.020\t1.726\t0.042\t6450\t100\t0.019\t0.088\t0.541\t0.099\t0.528\t0.029\t-0.803\t0.082\t\n",
"OGLE-LMC-RRLYR-18337\t0.682\t0.050\t0.787\t0.019\t1.731\t0.042\t6320\t100\t-0.040\t0.087\t0.505\t0.099\t0.554\t0.028\t-0.909\t0.077\t\n",
"OGLE-LMC-RRLYR-18340\t0.741\t0.051\t0.758\t0.019\t1.718\t0.042\t6480\t100\t0.060\t0.087\t0.583\t0.098\t0.524\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-18343\t0.614\t0.051\t0.733\t0.019\t1.707\t0.042\t6650\t100\t0.046\t0.087\t0.544\t0.099\t0.491\t0.028\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-18350\t0.621\t0.053\t0.720\t0.020\t1.697\t0.042\t6700\t100\t0.089\t0.088\t0.57\t0.10\t0.478\t0.028\t-0.652\t0.080\t\n",
"OGLE-LMC-RRLYR-18353\t0.605\t0.052\t0.717\t0.020\t1.695\t0.042\t6710\t100\t0.089\t0.088\t0.567\t0.099\t0.474\t0.028\t-0.648\t0.079\t\n",
"OGLE-LMC-RRLYR-18355\t0.609\t0.050\t0.743\t0.019\t1.727\t0.042\t6630\t100\t-0.007\t0.087\t0.488\t0.098\t0.493\t0.028\t-0.772\t0.077\t\n",
"OGLE-LMC-RRLYR-18356\t0.578\t0.050\t0.725\t0.019\t1.714\t0.042\t6730\t100\t0.036\t0.087\t0.513\t0.098\t0.470\t0.028\t-0.693\t0.077\t\n",
"OGLE-LMC-RRLYR-18358\t0.611\t0.051\t0.713\t0.019\t1.667\t0.042\t6630\t100\t0.169\t0.087\t0.662\t0.099\t0.489\t0.028\t-0.590\t0.078\t\n",
"OGLE-LMC-RRLYR-18359\t0.715\t0.051\t0.732\t0.019\t1.697\t0.042\t6610\t100\t0.108\t0.087\t0.613\t0.099\t0.500\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-18363\t0.547\t0.051\t0.719\t0.019\t1.582\t0.043\t6300\t100\t0.291\t0.090\t0.84\t0.10\t0.565\t0.029\t-0.595\t0.078\t\n",
"OGLE-LMC-RRLYR-18365\t0.669\t0.050\t0.775\t0.019\t1.731\t0.042\t6400\t100\t-0.043\t0.087\t0.492\t0.099\t0.541\t0.028\t-0.882\t0.078\t\n",
"OGLE-LMC-RRLYR-18368\t0.684\t0.051\t0.802\t0.020\t1.775\t0.042\t6370\t100\t-0.135\t0.088\t0.400\t0.099\t0.543\t0.028\t-0.980\t0.080\t\n",
"OGLE-LMC-RRLYR-18376\t0.668\t0.052\t0.739\t0.020\t1.707\t0.042\t6590\t100\t0.063\t0.087\t0.572\t0.099\t0.502\t0.028\t-0.715\t0.079\t\n",
"OGLE-LMC-RRLYR-18377\t0.619\t0.051\t0.712\t0.019\t1.663\t0.042\t6640\t100\t0.160\t0.087\t0.665\t0.099\t0.494\t0.028\t-0.605\t0.077\t\n",
"OGLE-LMC-RRLYR-18381\t0.639\t0.052\t0.733\t0.020\t1.656\t0.043\t6450\t100\t0.172\t0.088\t0.68\t0.10\t0.526\t0.029\t-0.649\t0.079\t\n",
"OGLE-LMC-RRLYR-18382\t0.569\t0.054\t0.674\t0.020\t1.649\t0.042\t6860\t100\t0.232\t0.088\t0.685\t0.099\t0.442\t0.029\t-0.451\t0.080\t\n",
"OGLE-LMC-RRLYR-18383\t0.643\t0.051\t0.741\t0.019\t1.677\t0.042\t6460\t100\t0.095\t0.088\t0.61\t0.10\t0.521\t0.028\t-0.714\t0.078\t\n",
"OGLE-LMC-RRLYR-18384\t0.639\t0.051\t0.723\t0.019\t1.663\t0.042\t6530\t100\t0.154\t0.087\t0.661\t0.099\t0.512\t0.028\t-0.645\t0.078\t\n",
"OGLE-LMC-RRLYR-18386\t0.681\t0.051\t0.764\t0.019\t1.747\t0.042\t6540\t100\t-0.044\t0.087\t0.463\t0.099\t0.511\t0.028\t-0.839\t0.078\t\n",
"OGLE-LMC-RRLYR-18387\t0.640\t0.050\t0.741\t0.019\t1.716\t0.042\t6600\t100\t0.040\t0.087\t0.548\t0.098\t0.497\t0.028\t-0.732\t0.077\t\n",
"OGLE-LMC-RRLYR-18388\t0.646\t0.052\t0.744\t0.020\t1.700\t0.042\t6520\t100\t0.065\t0.088\t0.574\t0.099\t0.513\t0.029\t-0.732\t0.080\t\n",
"OGLE-LMC-RRLYR-18389\t0.702\t0.050\t0.773\t0.019\t1.687\t0.043\t6250\t100\t0.072\t0.090\t0.63\t0.10\t0.566\t0.029\t-0.819\t0.078\t\n",
"OGLE-LMC-RRLYR-18390\t0.649\t0.053\t0.727\t0.020\t1.668\t0.042\t6530\t100\t0.151\t0.088\t0.656\t0.099\t0.512\t0.029\t-0.646\t0.080\t\n",
"OGLE-LMC-RRLYR-18393\t0.593\t0.051\t0.687\t0.019\t1.645\t0.042\t6740\t100\t0.227\t0.088\t0.68\t0.10\t0.452\t0.029\t-0.483\t0.079\t\n",
"OGLE-LMC-RRLYR-18397\t0.697\t0.051\t0.731\t0.019\t1.676\t0.042\t6520\t100\t0.145\t0.087\t0.662\t0.099\t0.517\t0.028\t-0.664\t0.078\t\n",
"OGLE-LMC-RRLYR-18402\t0.626\t0.054\t0.701\t0.020\t1.678\t0.043\t6770\t100\t0.155\t0.089\t0.61\t0.10\t0.460\t0.029\t-0.558\t0.081\t\n",
"OGLE-LMC-RRLYR-18403\t0.573\t0.051\t0.696\t0.019\t1.633\t0.042\t6640\t100\t0.235\t0.087\t0.728\t0.099\t0.488\t0.028\t-0.522\t0.078\t\n",
"OGLE-LMC-RRLYR-18406\t0.612\t0.051\t0.723\t0.019\t1.679\t0.042\t6600\t100\t0.113\t0.087\t0.618\t0.099\t0.499\t0.028\t-0.662\t0.078\t\n",
"OGLE-LMC-RRLYR-18407\t0.631\t0.051\t0.718\t0.019\t1.644\t0.042\t6510\t100\t0.219\t0.088\t0.72\t0.10\t0.511\t0.028\t-0.577\t0.079\t\n",
"OGLE-LMC-RRLYR-18409\t0.645\t0.055\t0.712\t0.020\t1.696\t0.043\t6740\t100\t0.114\t0.089\t0.59\t0.10\t0.469\t0.028\t-0.612\t0.082\t\n",
"OGLE-LMC-RRLYR-18410\t0.620\t0.051\t0.749\t0.019\t1.720\t0.042\t6560\t100\t0.001\t0.088\t0.505\t0.099\t0.505\t0.028\t-0.779\t0.079\t\n",
"OGLE-LMC-RRLYR-18411\t0.662\t0.061\t0.787\t0.023\t1.773\t0.043\t6470\t120\t-0.137\t0.091\t0.40\t0.10\t0.530\t0.032\t-0.961\t0.091\t\n",
"OGLE-LMC-RRLYR-18412\t0.723\t0.050\t0.752\t0.019\t1.681\t0.042\t6390\t100\t0.143\t0.087\t0.672\t0.098\t0.539\t0.028\t-0.700\t0.077\t\n",
"OGLE-LMC-RRLYR-18414\t0.671\t0.051\t0.747\t0.019\t1.682\t0.042\t6440\t100\t0.113\t0.087\t0.632\t0.099\t0.530\t0.028\t-0.716\t0.078\t\n",
"OGLE-LMC-RRLYR-18415\t0.726\t0.050\t0.778\t0.019\t1.715\t0.042\t6330\t100\t0.024\t0.088\t0.56\t0.10\t0.551\t0.028\t-0.835\t0.078\t\n",
"OGLE-LMC-RRLYR-18422\t0.714\t0.051\t0.805\t0.020\t1.773\t0.042\t6330\t100\t-0.136\t0.088\t0.411\t0.099\t0.553\t0.028\t-0.997\t0.079\t\n",
"OGLE-LMC-RRLYR-18423\t0.550\t0.050\t0.696\t0.019\t1.680\t0.041\t6820\t100\t0.144\t0.087\t0.603\t0.098\t0.452\t0.028\t-0.555\t0.077\t\n",
"OGLE-LMC-RRLYR-18426\t0.676\t0.050\t0.760\t0.019\t1.689\t0.042\t6370\t100\t0.083\t0.087\t0.609\t0.099\t0.542\t0.028\t-0.764\t0.077\t\n",
"OGLE-LMC-RRLYR-18428\t0.683\t0.051\t0.769\t0.019\t1.699\t0.042\t6340\t100\t0.046\t0.087\t0.592\t0.099\t0.553\t0.028\t-0.815\t0.078\t\n",
"OGLE-LMC-RRLYR-18434\t0.766\t0.051\t0.777\t0.019\t1.712\t0.042\t6310\t100\t0.052\t0.087\t0.600\t0.099\t0.557\t0.028\t-0.822\t0.078\t\n",
"OGLE-LMC-RRLYR-18436\t0.701\t0.051\t0.757\t0.020\t1.658\t0.042\t6260\t100\t0.139\t0.088\t0.69\t0.10\t0.569\t0.028\t-0.742\t0.079\t\n",
"OGLE-LMC-RRLYR-18438\t0.613\t0.050\t0.719\t0.019\t1.665\t0.042\t6600\t100\t0.144\t0.087\t0.655\t0.099\t0.501\t0.028\t-0.631\t0.078\t\n",
"OGLE-LMC-RRLYR-18441\t0.715\t0.052\t0.751\t0.020\t1.663\t0.042\t6330\t100\t0.138\t0.087\t0.687\t0.099\t0.559\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-18443\t0.665\t0.051\t0.743\t0.020\t1.655\t0.042\t6370\t100\t0.155\t0.087\t0.697\t0.099\t0.549\t0.028\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-18446\t0.642\t0.051\t0.709\t0.020\t1.646\t0.042\t6580\t100\t0.228\t0.088\t0.735\t0.099\t0.503\t0.028\t-0.561\t0.079\t\n",
"OGLE-LMC-RRLYR-18447\t0.552\t0.050\t0.679\t0.019\t1.664\t0.042\t6850\t100\t0.153\t0.088\t0.57\t0.10\t0.419\t0.029\t-0.504\t0.077\t\n",
"OGLE-LMC-RRLYR-18450\t0.705\t0.050\t0.757\t0.019\t1.671\t0.042\t6320\t100\t0.136\t0.087\t0.677\t0.099\t0.554\t0.028\t-0.732\t0.077\t\n",
"OGLE-LMC-RRLYR-18451\t0.628\t0.051\t0.696\t0.019\t1.627\t0.042\t6610\t100\t0.259\t0.088\t0.74\t0.10\t0.484\t0.028\t-0.502\t0.078\t\n",
"OGLE-LMC-RRLYR-18456\t0.679\t0.051\t0.751\t0.019\t1.682\t0.042\t6400\t100\t0.095\t0.087\t0.629\t0.099\t0.540\t0.028\t-0.747\t0.078\t\n",
"OGLE-LMC-RRLYR-18460\t0.653\t0.052\t0.732\t0.020\t1.677\t0.043\t6520\t100\t0.120\t0.088\t0.63\t0.10\t0.518\t0.028\t-0.684\t0.079\t\n",
"OGLE-LMC-RRLYR-18461\t0.580\t0.050\t0.724\t0.019\t1.608\t0.043\t6370\t100\t0.238\t0.089\t0.77\t0.10\t0.545\t0.028\t-0.614\t0.077\t\n",
"OGLE-LMC-RRLYR-18470\t0.594\t0.060\t0.732\t0.022\t1.715\t0.043\t6670\t120\t0.038\t0.090\t0.53\t0.10\t0.481\t0.032\t-0.706\t0.088\t\n",
"OGLE-LMC-RRLYR-18477\t0.731\t0.053\t0.765\t0.020\t1.718\t0.042\t6430\t100\t0.012\t0.088\t0.558\t0.099\t0.540\t0.028\t-0.830\t0.080\t\n",
"OGLE-LMC-RRLYR-18478\t0.627\t0.051\t0.695\t0.019\t1.646\t0.042\t6670\t100\t0.210\t0.088\t0.67\t0.10\t0.473\t0.029\t-0.528\t0.078\t\n",
"OGLE-LMC-RRLYR-18481\t0.597\t0.050\t0.734\t0.019\t1.642\t0.042\t6420\t100\t0.160\t0.088\t0.68\t0.10\t0.528\t0.028\t-0.657\t0.077\t\n",
"OGLE-LMC-RRLYR-18483\t0.639\t0.052\t0.721\t0.020\t1.680\t0.042\t6630\t100\t0.143\t0.087\t0.643\t0.098\t0.491\t0.029\t-0.620\t0.079\t\n",
"OGLE-LMC-RRLYR-18484\t0.662\t0.051\t0.744\t0.019\t1.700\t0.042\t6520\t100\t0.069\t0.087\t0.580\t0.099\t0.515\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-18485\t0.616\t0.052\t0.720\t0.020\t1.643\t0.043\t6480\t100\t0.181\t0.089\t0.70\t0.10\t0.524\t0.028\t-0.632\t0.079\t\n",
"OGLE-LMC-RRLYR-18486\t0.730\t0.050\t0.786\t0.019\t1.716\t0.042\t6270\t100\t-0.000\t0.087\t0.559\t0.099\t0.567\t0.028\t-0.887\t0.077\t\n",
"OGLE-LMC-RRLYR-18488\t0.647\t0.050\t0.727\t0.019\t1.649\t0.042\t6470\t100\t0.198\t0.087\t0.720\t0.099\t0.525\t0.028\t-0.612\t0.078\t\n",
"OGLE-LMC-RRLYR-18489\t0.690\t0.050\t0.783\t0.019\t1.744\t0.042\t6390\t100\t-0.063\t0.087\t0.463\t0.099\t0.539\t0.028\t-0.904\t0.078\t\n",
"OGLE-LMC-RRLYR-18494\t0.645\t0.050\t0.747\t0.019\t1.751\t0.042\t6700\t100\t-0.031\t0.087\t0.453\t0.098\t0.478\t0.028\t-0.771\t0.078\t\n",
"OGLE-LMC-RRLYR-18498\t0.601\t0.051\t0.685\t0.019\t1.554\t0.043\t6450\t100\t0.375\t0.089\t0.90\t0.10\t0.531\t0.029\t-0.448\t0.078\t\n",
"OGLE-LMC-RRLYR-18503\t0.633\t0.050\t0.743\t0.019\t1.652\t0.042\t6390\t100\t0.154\t0.088\t0.68\t0.10\t0.536\t0.028\t-0.685\t0.077\t\n",
"OGLE-LMC-RRLYR-18505\t0.761\t0.051\t0.762\t0.019\t1.696\t0.042\t6360\t100\t0.092\t0.087\t0.634\t0.099\t0.550\t0.028\t-0.768\t0.077\t\n",
"OGLE-LMC-RRLYR-18507\t0.638\t0.051\t0.710\t0.019\t1.657\t0.042\t6620\t100\t0.175\t0.087\t0.686\t0.098\t0.496\t0.028\t-0.594\t0.078\t\n",
"OGLE-LMC-RRLYR-18508\t0.702\t0.051\t0.734\t0.019\t1.680\t0.042\t6530\t100\t0.135\t0.087\t0.665\t0.099\t0.520\t0.028\t-0.673\t0.077\t\n",
"OGLE-LMC-RRLYR-18514\t0.662\t0.051\t0.803\t0.020\t1.815\t0.042\t6510\t100\t-0.221\t0.088\t0.290\t0.099\t0.516\t0.029\t-1.017\t0.080\t\n",
"OGLE-LMC-RRLYR-18518\t0.581\t0.052\t0.705\t0.020\t1.678\t0.042\t6750\t100\t0.161\t0.088\t0.633\t0.099\t0.460\t0.028\t-0.554\t0.079\t\n",
"OGLE-LMC-RRLYR-18519\t0.663\t0.050\t0.754\t0.019\t1.648\t0.043\t6290\t100\t0.146\t0.089\t0.71\t0.10\t0.566\t0.028\t-0.731\t0.078\t\n",
"OGLE-LMC-RRLYR-18520\t0.615\t0.051\t0.715\t0.019\t1.670\t0.042\t6630\t100\t0.159\t0.087\t0.652\t0.098\t0.490\t0.028\t-0.603\t0.078\t\n",
"OGLE-LMC-RRLYR-18525\t0.681\t0.052\t0.738\t0.020\t1.687\t0.042\t6520\t100\t0.104\t0.088\t0.619\t0.099\t0.517\t0.029\t-0.706\t0.081\t\n",
"OGLE-LMC-RRLYR-18526\t0.646\t0.053\t0.716\t0.019\t1.648\t0.042\t6550\t100\t0.174\t0.088\t0.698\t0.099\t0.516\t0.028\t-0.622\t0.079\t\n",
"OGLE-LMC-RRLYR-18528\t0.672\t0.050\t0.758\t0.019\t1.680\t0.043\t6370\t100\t0.090\t0.089\t0.63\t0.10\t0.543\t0.028\t-0.754\t0.078\t\n",
"OGLE-LMC-RRLYR-18529\t0.662\t0.051\t0.746\t0.019\t1.655\t0.042\t6340\t100\t0.150\t0.087\t0.688\t0.099\t0.550\t0.029\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-18535\t0.655\t0.051\t0.816\t0.020\t1.815\t0.042\t6410\t100\t-0.238\t0.088\t0.291\t0.099\t0.533\t0.028\t-1.064\t0.080\t\n",
"OGLE-LMC-RRLYR-18538\t0.635\t0.053\t0.738\t0.020\t1.700\t0.042\t6590\t100\t0.091\t0.088\t0.58\t0.10\t0.497\t0.029\t-0.684\t0.080\t\n",
"OGLE-LMC-RRLYR-18539\t0.720\t0.050\t0.784\t0.019\t1.700\t0.043\t6220\t100\t-0.002\t0.089\t0.57\t0.10\t0.580\t0.028\t-0.911\t0.078\t\n",
"OGLE-LMC-RRLYR-18541\t0.675\t0.050\t0.741\t0.019\t1.607\t0.042\t6200\t99\t0.242\t0.087\t0.823\t0.099\t0.585\t0.028\t-0.681\t0.077\t\n",
"OGLE-LMC-RRLYR-18543\t0.532\t0.049\t0.671\t0.019\t1.599\t0.042\t6700\t100\t0.305\t0.087\t0.780\t0.099\t0.475\t0.029\t-0.432\t0.078\t\n",
"OGLE-LMC-RRLYR-18546\t0.703\t0.051\t0.752\t0.019\t1.693\t0.042\t6430\t100\t0.096\t0.087\t0.622\t0.099\t0.533\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-18547\t0.660\t0.051\t0.729\t0.019\t1.674\t0.042\t6540\t100\t0.120\t0.088\t0.642\t0.099\t0.516\t0.028\t-0.680\t0.078\t\n",
"OGLE-LMC-RRLYR-18550\t0.664\t0.051\t0.731\t0.019\t1.662\t0.042\t6470\t100\t0.155\t0.087\t0.678\t0.099\t0.526\t0.028\t-0.664\t0.078\t\n",
"OGLE-LMC-RRLYR-18557\t0.685\t0.051\t0.748\t0.019\t1.697\t0.042\t6470\t100\t0.086\t0.087\t0.602\t0.099\t0.522\t0.028\t-0.732\t0.078\t\n",
"OGLE-LMC-RRLYR-18560\t0.645\t0.051\t0.762\t0.019\t1.727\t0.042\t6480\t100\t-0.023\t0.088\t0.493\t0.099\t0.521\t0.028\t-0.832\t0.079\t\n",
"OGLE-LMC-RRLYR-18564\t0.667\t0.054\t0.728\t0.020\t1.688\t0.042\t6610\t100\t0.126\t0.088\t0.634\t0.099\t0.499\t0.029\t-0.650\t0.080\t\n",
"OGLE-LMC-RRLYR-18570\t0.727\t0.051\t0.756\t0.019\t1.702\t0.042\t6430\t100\t0.057\t0.087\t0.597\t0.099\t0.539\t0.028\t-0.786\t0.078\t\n",
"OGLE-LMC-RRLYR-18571\t0.733\t0.050\t0.772\t0.019\t1.679\t0.042\t6246\t99\t0.104\t0.088\t0.66\t0.10\t0.571\t0.028\t-0.798\t0.078\t\n",
"OGLE-LMC-RRLYR-18572\t0.679\t0.052\t0.750\t0.020\t1.690\t0.042\t6440\t100\t0.085\t0.088\t0.607\t0.099\t0.532\t0.028\t-0.743\t0.079\t\n",
"OGLE-LMC-RRLYR-18576\t0.743\t0.050\t0.793\t0.019\t1.742\t0.042\t6310\t100\t-0.049\t0.087\t0.492\t0.099\t0.556\t0.028\t-0.914\t0.078\t\n",
"OGLE-LMC-RRLYR-18578\t0.607\t0.051\t0.737\t0.019\t1.743\t0.042\t6740\t100\t-0.015\t0.087\t0.458\t0.098\t0.468\t0.028\t-0.741\t0.079\t\n",
"OGLE-LMC-RRLYR-18579\t0.643\t0.051\t0.757\t0.019\t1.715\t0.042\t6480\t100\t0.017\t0.087\t0.527\t0.099\t0.520\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-18580\t0.699\t0.050\t0.743\t0.019\t1.703\t0.042\t6540\t100\t0.081\t0.087\t0.593\t0.099\t0.511\t0.028\t-0.717\t0.078\t\n",
"OGLE-LMC-RRLYR-18581\t0.628\t0.050\t0.752\t0.019\t1.659\t0.042\t6340\t100\t0.123\t0.088\t0.67\t0.10\t0.552\t0.028\t-0.742\t0.077\t\n",
"OGLE-LMC-RRLYR-18587\t0.646\t0.053\t0.724\t0.020\t1.700\t0.042\t6680\t100\t0.082\t0.088\t0.574\t0.099\t0.485\t0.029\t-0.668\t0.080\t\n",
"OGLE-LMC-RRLYR-18590\t0.745\t0.052\t0.762\t0.020\t1.706\t0.042\t6400\t100\t0.046\t0.088\t0.590\t0.099\t0.546\t0.028\t-0.807\t0.079\t\n",
"OGLE-LMC-RRLYR-18592\t0.650\t0.050\t0.744\t0.019\t1.653\t0.042\t6360\t100\t0.165\t0.087\t0.703\t0.099\t0.548\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-18596\t0.707\t0.051\t0.760\t0.020\t1.701\t0.042\t6400\t100\t0.076\t0.087\t0.600\t0.099\t0.536\t0.028\t-0.764\t0.078\t\n",
"OGLE-LMC-RRLYR-18604\t0.637\t0.052\t0.732\t0.020\t1.667\t0.042\t6490\t100\t0.136\t0.088\t0.661\t0.099\t0.524\t0.028\t-0.679\t0.079\t\n",
"OGLE-LMC-RRLYR-18606\t0.626\t0.050\t0.765\t0.019\t1.678\t0.042\t6310\t100\t0.081\t0.087\t0.633\t0.099\t0.564\t0.028\t-0.793\t0.077\t\n",
"OGLE-LMC-RRLYR-18607\t0.655\t0.052\t0.726\t0.020\t1.652\t0.042\t6480\t100\t0.194\t0.088\t0.699\t0.099\t0.519\t0.029\t-0.614\t0.080\t\n",
"OGLE-LMC-RRLYR-18614\t0.661\t0.051\t0.721\t0.019\t1.661\t0.042\t6550\t100\t0.202\t0.087\t0.706\t0.099\t0.506\t0.028\t-0.584\t0.078\t\n",
"OGLE-LMC-RRLYR-18617\t0.581\t0.050\t0.656\t0.019\t1.598\t0.042\t6810\t100\t0.308\t0.088\t0.73\t0.10\t0.421\t0.028\t-0.351\t0.078\t\n",
"OGLE-LMC-RRLYR-18618\t0.728\t0.050\t0.766\t0.019\t1.664\t0.042\t6240\t100\t0.129\t0.088\t0.70\t0.10\t0.578\t0.028\t-0.768\t0.078\t\n",
"OGLE-LMC-RRLYR-18619\t0.758\t0.053\t0.760\t0.020\t1.729\t0.043\t6510\t100\t0.034\t0.088\t0.55\t0.10\t0.519\t0.029\t-0.780\t0.081\t\n",
"OGLE-LMC-RRLYR-18620\t0.661\t0.051\t0.730\t0.019\t1.676\t0.042\t6530\t100\t0.128\t0.087\t0.641\t0.099\t0.514\t0.028\t-0.675\t0.078\t\n",
"OGLE-LMC-RRLYR-18622\t0.760\t0.052\t0.762\t0.019\t1.706\t0.042\t6400\t100\t0.085\t0.088\t0.626\t0.099\t0.542\t0.028\t-0.764\t0.079\t\n",
"OGLE-LMC-RRLYR-18634\t0.652\t0.057\t0.752\t0.021\t1.741\t0.043\t6630\t110\t-0.018\t0.089\t0.50\t0.10\t0.500\t0.029\t-0.795\t0.084\t\n",
"OGLE-LMC-RRLYR-18637\t0.555\t0.049\t0.730\t0.019\t1.731\t0.042\t6751\t99\t-0.002\t0.087\t0.468\t0.098\t0.464\t0.028\t-0.721\t0.077\t\n",
"OGLE-LMC-RRLYR-18638\t0.574\t0.051\t0.699\t0.019\t1.661\t0.042\t6730\t100\t0.164\t0.087\t0.640\t0.098\t0.471\t0.028\t-0.568\t0.078\t\n",
"OGLE-LMC-RRLYR-18641\t0.629\t0.050\t0.741\t0.019\t1.729\t0.042\t6660\t100\t0.004\t0.087\t0.495\t0.099\t0.486\t0.028\t-0.750\t0.077\t\n",
"OGLE-LMC-RRLYR-18644\t0.668\t0.050\t0.741\t0.019\t1.664\t0.042\t6410\t100\t0.153\t0.087\t0.676\t0.099\t0.534\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-18647\t0.698\t0.051\t0.756\t0.019\t1.714\t0.042\t6480\t100\t0.061\t0.089\t0.57\t0.10\t0.516\t0.028\t-0.746\t0.078\t\n",
"OGLE-LMC-RRLYR-18650\t0.712\t0.052\t0.758\t0.020\t1.678\t0.042\t6330\t100\t0.098\t0.087\t0.647\t0.099\t0.558\t0.029\t-0.772\t0.079\t\n",
"OGLE-LMC-RRLYR-18665\t0.614\t0.052\t0.776\t0.019\t1.782\t0.042\t6590\t100\t-0.150\t0.088\t0.360\t0.099\t0.502\t0.028\t-0.923\t0.079\t\n",
"OGLE-LMC-RRLYR-18666\t0.562\t0.051\t0.692\t0.019\t1.666\t0.042\t6800\t100\t0.172\t0.087\t0.639\t0.098\t0.455\t0.028\t-0.531\t0.079\t\n",
"OGLE-LMC-RRLYR-18667\t0.641\t0.051\t0.744\t0.019\t1.719\t0.042\t6600\t100\t0.017\t0.088\t0.523\t0.099\t0.501\t0.028\t-0.758\t0.079\t\n",
"OGLE-LMC-RRLYR-18676\t0.696\t0.051\t0.759\t0.019\t1.688\t0.042\t6360\t100\t0.091\t0.087\t0.627\t0.099\t0.546\t0.028\t-0.760\t0.078\t\n",
"OGLE-LMC-RRLYR-18677\t0.600\t0.051\t0.712\t0.019\t1.660\t0.042\t6620\t100\t0.155\t0.087\t0.654\t0.099\t0.495\t0.028\t-0.614\t0.078\t\n",
"OGLE-LMC-RRLYR-18679\t0.577\t0.051\t0.687\t0.019\t1.654\t0.042\t6790\t100\t0.197\t0.087\t0.660\t0.098\t0.457\t0.028\t-0.511\t0.079\t\n",
"OGLE-LMC-RRLYR-18684\t0.668\t0.050\t0.810\t0.019\t1.797\t0.044\t6410\t110\t-0.198\t0.092\t0.31\t0.11\t0.522\t0.031\t-1.013\t0.078\t\n",
"OGLE-LMC-RRLYR-18691\t0.572\t0.050\t0.706\t0.019\t1.687\t0.042\t6770\t100\t0.114\t0.087\t0.588\t0.099\t0.461\t0.028\t-0.601\t0.078\t\n",
"OGLE-LMC-RRLYR-18693\t0.701\t0.050\t0.752\t0.019\t1.626\t0.043\t6210\t100\t0.196\t0.089\t0.78\t0.10\t0.590\t0.029\t-0.718\t0.078\t\n",
"OGLE-LMC-RRLYR-18696\t0.703\t0.050\t0.772\t0.019\t1.684\t0.042\t6260\t100\t0.079\t0.088\t0.63\t0.10\t0.569\t0.028\t-0.807\t0.078\t\n",
"OGLE-LMC-RRLYR-18697\t0.663\t0.050\t0.750\t0.019\t1.645\t0.042\t6300\t100\t0.158\t0.089\t0.71\t0.10\t0.563\t0.028\t-0.718\t0.077\t\n",
"OGLE-LMC-RRLYR-18698\t0.577\t0.052\t0.713\t0.020\t1.722\t0.042\t6840\t100\t0.053\t0.088\t0.507\t0.099\t0.444\t0.028\t-0.633\t0.079\t\n",
"OGLE-LMC-RRLYR-18704\t0.722\t0.051\t0.755\t0.019\t1.694\t0.042\t6410\t100\t0.080\t0.087\t0.621\t0.099\t0.543\t0.028\t-0.768\t0.078\t\n",
"OGLE-LMC-RRLYR-18705\t0.664\t0.053\t0.742\t0.020\t1.691\t0.042\t6510\t100\t0.102\t0.088\t0.606\t0.099\t0.514\t0.028\t-0.699\t0.080\t\n",
"OGLE-LMC-RRLYR-18712\t0.722\t0.051\t0.758\t0.019\t1.724\t0.042\t6510\t100\t0.026\t0.087\t0.555\t0.099\t0.522\t0.028\t-0.785\t0.078\t\n",
"OGLE-LMC-RRLYR-18715\t0.720\t0.050\t0.767\t0.019\t1.683\t0.042\t6280\t100\t0.079\t0.087\t0.643\t0.099\t0.568\t0.028\t-0.808\t0.078\t\n",
"OGLE-LMC-RRLYR-18720\t0.624\t0.050\t0.759\t0.019\t1.746\t0.042\t6590\t100\t-0.059\t0.087\t0.453\t0.098\t0.502\t0.028\t-0.839\t0.077\t\n",
"OGLE-LMC-RRLYR-18723\t0.647\t0.051\t0.731\t0.020\t1.649\t0.042\t6440\t100\t0.187\t0.087\t0.715\t0.099\t0.533\t0.028\t-0.640\t0.079\t\n",
"OGLE-LMC-RRLYR-18724\t0.710\t0.051\t0.773\t0.019\t1.706\t0.042\t6340\t100\t0.041\t0.087\t0.585\t0.099\t0.553\t0.028\t-0.818\t0.078\t\n",
"OGLE-LMC-RRLYR-18725\t0.604\t0.056\t0.784\t0.023\t1.745\t0.048\t6400\t120\t-0.089\t0.098\t0.44\t0.11\t0.527\t0.035\t-0.910\t0.088\t\n",
"OGLE-LMC-RRLYR-18727\t0.688\t0.052\t0.744\t0.020\t1.665\t0.042\t6380\t100\t0.143\t0.087\t0.680\t0.099\t0.544\t0.028\t-0.707\t0.079\t\n",
"OGLE-LMC-RRLYR-18735\t0.605\t0.051\t0.735\t0.019\t1.606\t0.042\t6270\t100\t0.234\t0.088\t0.80\t0.10\t0.578\t0.029\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-18738\t0.602\t0.061\t0.743\t0.022\t1.703\t0.044\t6530\t110\t0.038\t0.092\t0.55\t0.10\t0.513\t0.031\t-0.755\t0.089\t\n",
"OGLE-LMC-RRLYR-18739\t0.709\t0.051\t0.753\t0.019\t1.688\t0.042\t6400\t100\t0.088\t0.087\t0.623\t0.099\t0.542\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-18746\t0.589\t0.050\t0.696\t0.019\t1.646\t0.042\t6680\t100\t0.233\t0.087\t0.716\t0.099\t0.476\t0.028\t-0.511\t0.078\t\n",
"OGLE-LMC-RRLYR-18747\t0.607\t0.056\t0.683\t0.021\t1.637\t0.043\t6750\t100\t0.249\t0.089\t0.72\t0.10\t0.465\t0.029\t-0.476\t0.082\t\n",
"OGLE-LMC-RRLYR-18750\t0.642\t0.050\t0.743\t0.019\t1.624\t0.042\t6290\t100\t0.191\t0.088\t0.76\t0.10\t0.570\t0.028\t-0.694\t0.077\t\n",
"OGLE-LMC-RRLYR-18751\t0.690\t0.050\t0.733\t0.019\t1.619\t0.042\t6320\t100\t0.258\t0.087\t0.805\t0.099\t0.559\t0.028\t-0.612\t0.077\t\n",
"OGLE-LMC-RRLYR-18754\t0.657\t0.053\t0.775\t0.020\t1.776\t0.042\t6580\t100\t-0.113\t0.088\t0.398\t0.099\t0.503\t0.029\t-0.893\t0.080\t\n",
"OGLE-LMC-RRLYR-18763\t0.720\t0.051\t0.746\t0.019\t1.691\t0.042\t6480\t100\t0.108\t0.087\t0.643\t0.098\t0.530\t0.028\t-0.717\t0.077\t\n",
"OGLE-LMC-RRLYR-18772\t0.620\t0.052\t0.709\t0.020\t1.670\t0.042\t6670\t100\t0.151\t0.088\t0.645\t0.099\t0.484\t0.029\t-0.600\t0.080\t\n",
"OGLE-LMC-RRLYR-18774\t0.623\t0.051\t0.725\t0.019\t1.677\t0.042\t6580\t100\t0.147\t0.087\t0.650\t0.098\t0.500\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-18776\t0.706\t0.051\t0.741\t0.019\t1.694\t0.042\t6510\t100\t0.106\t0.087\t0.616\t0.099\t0.516\t0.028\t-0.703\t0.078\t\n",
"OGLE-LMC-RRLYR-18779\t0.680\t0.051\t0.748\t0.019\t1.668\t0.042\t6380\t100\t0.143\t0.087\t0.676\t0.098\t0.543\t0.028\t-0.706\t0.078\t\n",
"OGLE-LMC-RRLYR-18782\t0.766\t0.050\t0.770\t0.019\t1.686\t0.042\t6280\t100\t0.113\t0.088\t0.667\t0.099\t0.564\t0.028\t-0.764\t0.078\t\n",
"OGLE-LMC-RRLYR-18784\t0.558\t0.052\t0.675\t0.020\t1.623\t0.042\t6770\t100\t0.268\t0.088\t0.745\t0.099\t0.466\t0.029\t-0.453\t0.080\t\n",
"OGLE-LMC-RRLYR-18787\t0.631\t0.050\t0.739\t0.019\t1.683\t0.042\t6490\t100\t0.055\t0.088\t0.585\t0.099\t0.521\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-18788\t0.643\t0.050\t0.735\t0.019\t1.608\t0.042\t6259\t99\t0.243\t0.087\t0.806\t0.099\t0.572\t0.028\t-0.655\t0.077\t\n",
"OGLE-LMC-RRLYR-18790\t0.558\t0.051\t0.667\t0.019\t1.591\t0.042\t6680\t100\t0.330\t0.087\t0.813\t0.099\t0.477\t0.028\t-0.410\t0.078\t\n",
"OGLE-LMC-RRLYR-18791\t0.623\t0.053\t0.706\t0.020\t1.646\t0.043\t6600\t100\t0.221\t0.089\t0.70\t0.10\t0.494\t0.028\t-0.549\t0.081\t\n",
"OGLE-LMC-RRLYR-18795\t0.719\t0.052\t0.754\t0.020\t1.689\t0.042\t6400\t100\t0.091\t0.087\t0.619\t0.099\t0.541\t0.028\t-0.752\t0.079\t\n",
"OGLE-LMC-RRLYR-18798\t0.715\t0.051\t0.769\t0.019\t1.714\t0.042\t6380\t100\t0.038\t0.087\t0.570\t0.098\t0.541\t0.028\t-0.804\t0.078\t\n",
"OGLE-LMC-RRLYR-18799\t0.648\t0.050\t0.740\t0.019\t1.685\t0.042\t6490\t100\t0.093\t0.087\t0.612\t0.099\t0.522\t0.028\t-0.721\t0.077\t\n",
"OGLE-LMC-RRLYR-18802\t0.725\t0.050\t0.794\t0.019\t1.734\t0.042\t6283\t99\t-0.037\t0.087\t0.516\t0.099\t0.563\t0.028\t-0.920\t0.077\t\n",
"OGLE-LMC-RRLYR-18805\t0.718\t0.052\t0.758\t0.020\t1.708\t0.042\t6440\t100\t0.048\t0.088\t0.585\t0.099\t0.536\t0.028\t-0.789\t0.080\t\n",
"OGLE-LMC-RRLYR-18806\t0.631\t0.051\t0.738\t0.019\t1.708\t0.042\t6600\t100\t0.041\t0.087\t0.550\t0.099\t0.500\t0.028\t-0.736\t0.079\t\n",
"OGLE-LMC-RRLYR-18807\t0.668\t0.051\t0.730\t0.020\t1.674\t0.042\t6520\t100\t0.141\t0.088\t0.654\t0.099\t0.514\t0.028\t-0.664\t0.079\t\n",
"OGLE-LMC-RRLYR-18808\t0.590\t0.051\t0.710\t0.019\t1.676\t0.042\t6700\t100\t0.140\t0.087\t0.628\t0.098\t0.476\t0.028\t-0.599\t0.078\t\n",
"OGLE-LMC-RRLYR-18810\t0.697\t0.052\t0.755\t0.020\t1.720\t0.042\t6510\t100\t0.051\t0.087\t0.566\t0.099\t0.515\t0.029\t-0.752\t0.079\t\n",
"OGLE-LMC-RRLYR-18811\t0.743\t0.051\t0.766\t0.019\t1.703\t0.042\t6360\t100\t0.057\t0.087\t0.599\t0.099\t0.551\t0.028\t-0.804\t0.078\t\n",
"OGLE-LMC-RRLYR-18814\t0.656\t0.050\t0.753\t0.019\t1.738\t0.042\t6610\t100\t-0.021\t0.087\t0.489\t0.098\t0.501\t0.028\t-0.798\t0.077\t\n",
"OGLE-LMC-RRLYR-18815\t0.689\t0.051\t0.745\t0.019\t1.757\t0.042\t6730\t100\t-0.036\t0.087\t0.438\t0.099\t0.472\t0.028\t-0.763\t0.078\t\n",
"OGLE-LMC-RRLYR-18816\t0.673\t0.051\t0.800\t0.019\t1.809\t0.042\t6500\t100\t-0.212\t0.087\t0.306\t0.099\t0.521\t0.029\t-1.017\t0.079\t\n",
"OGLE-LMC-RRLYR-18818\t0.649\t0.050\t0.751\t0.019\t1.656\t0.042\t6340\t99\t0.147\t0.088\t0.68\t0.10\t0.550\t0.028\t-0.715\t0.077\t\n",
"OGLE-LMC-RRLYR-18823\t0.658\t0.051\t0.722\t0.019\t1.669\t0.042\t6570\t100\t0.146\t0.087\t0.656\t0.099\t0.506\t0.028\t-0.642\t0.078\t\n",
"OGLE-LMC-RRLYR-18827\t0.650\t0.051\t0.734\t0.019\t1.662\t0.042\t6450\t100\t0.149\t0.087\t0.674\t0.099\t0.529\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-18828\t0.591\t0.051\t0.763\t0.019\t1.744\t0.042\t6550\t100\t-0.080\t0.087\t0.434\t0.098\t0.509\t0.028\t-0.867\t0.078\t\n",
"OGLE-LMC-RRLYR-18831\t0.619\t0.050\t0.784\t0.019\t1.726\t0.042\t6340\t100\t-0.047\t0.087\t0.501\t0.099\t0.552\t0.028\t-0.908\t0.077\t\n",
"OGLE-LMC-RRLYR-18832\t0.611\t0.051\t0.714\t0.019\t1.680\t0.042\t6680\t100\t0.126\t0.087\t0.617\t0.098\t0.481\t0.028\t-0.620\t0.078\t\n",
"OGLE-LMC-RRLYR-18833\t0.598\t0.053\t0.727\t0.020\t1.685\t0.042\t6590\t100\t0.098\t0.088\t0.603\t0.099\t0.499\t0.029\t-0.679\t0.080\t\n",
"OGLE-LMC-RRLYR-18839\t0.714\t0.053\t0.736\t0.020\t1.699\t0.042\t6570\t100\t0.105\t0.087\t0.624\t0.099\t0.507\t0.028\t-0.687\t0.079\t\n",
"OGLE-LMC-RRLYR-18840\t0.549\t0.050\t0.658\t0.019\t1.620\t0.042\t6850\t100\t0.269\t0.088\t0.71\t0.10\t0.427\t0.028\t-0.404\t0.077\t\n",
"OGLE-LMC-RRLYR-18844\t0.693\t0.051\t0.746\t0.019\t1.662\t0.042\t6370\t100\t0.152\t0.088\t0.692\t0.099\t0.547\t0.028\t-0.703\t0.078\t\n",
"OGLE-LMC-RRLYR-18846\t0.698\t0.050\t0.749\t0.019\t1.670\t0.042\t6370\t100\t0.142\t0.087\t0.673\t0.099\t0.544\t0.028\t-0.708\t0.078\t\n",
"OGLE-LMC-RRLYR-18847\t0.685\t0.051\t0.792\t0.020\t1.768\t0.042\t6400\t100\t-0.124\t0.088\t0.422\t0.099\t0.542\t0.028\t-0.972\t0.079\t\n",
"OGLE-LMC-RRLYR-18849\t0.624\t0.053\t0.740\t0.020\t1.707\t0.043\t6570\t100\t0.040\t0.089\t0.53\t0.10\t0.503\t0.028\t-0.738\t0.080\t\n",
"OGLE-LMC-RRLYR-18851\t0.613\t0.050\t0.713\t0.019\t1.679\t0.042\t6680\t100\t0.127\t0.087\t0.617\t0.099\t0.481\t0.028\t-0.619\t0.078\t\n",
"OGLE-LMC-RRLYR-18853\t0.698\t0.050\t0.760\t0.019\t1.677\t0.042\t6310\t100\t0.111\t0.087\t0.654\t0.099\t0.556\t0.028\t-0.759\t0.078\t\n",
"OGLE-LMC-RRLYR-18855\t0.715\t0.049\t0.782\t0.019\t1.707\t0.042\t6274\t99\t0.016\t0.087\t0.576\t0.099\t0.566\t0.028\t-0.869\t0.077\t\n",
"OGLE-LMC-RRLYR-18856\t0.616\t0.052\t0.715\t0.020\t1.692\t0.042\t6730\t100\t0.102\t0.088\t0.586\t0.099\t0.475\t0.028\t-0.633\t0.079\t\n",
"OGLE-LMC-RRLYR-18860\t0.649\t0.050\t0.839\t0.019\t1.836\t0.042\t6310\t100\t-0.304\t0.088\t0.24\t0.10\t0.551\t0.029\t-1.161\t0.078\t\n",
"OGLE-LMC-RRLYR-18861\t0.643\t0.051\t0.739\t0.019\t1.647\t0.042\t6370\t100\t0.178\t0.087\t0.711\t0.099\t0.544\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-18862\t0.714\t0.052\t0.760\t0.020\t1.695\t0.042\t6380\t100\t0.071\t0.088\t0.607\t0.099\t0.545\t0.028\t-0.780\t0.079\t\n",
"OGLE-LMC-RRLYR-18865\t0.677\t0.051\t0.744\t0.020\t1.682\t0.042\t6460\t100\t0.128\t0.087\t0.642\t0.099\t0.524\t0.028\t-0.687\t0.079\t\n",
"OGLE-LMC-RRLYR-18866\t0.750\t0.051\t0.765\t0.019\t1.736\t0.042\t6500\t100\t0.040\t0.087\t0.544\t0.098\t0.514\t0.028\t-0.766\t0.078\t\n",
"OGLE-LMC-RRLYR-18867\t0.697\t0.050\t0.825\t0.019\t1.812\t0.042\t6350\t100\t-0.232\t0.088\t0.30\t0.10\t0.542\t0.029\t-1.081\t0.078\t\n",
"OGLE-LMC-RRLYR-18869\t0.574\t0.050\t0.686\t0.019\t1.635\t0.042\t6720\t100\t0.233\t0.087\t0.721\t0.098\t0.472\t0.028\t-0.497\t0.077\t\n",
"OGLE-LMC-RRLYR-18871\t0.622\t0.054\t0.699\t0.020\t1.682\t0.042\t6790\t100\t0.155\t0.088\t0.624\t0.098\t0.458\t0.029\t-0.554\t0.081\t\n",
"OGLE-LMC-RRLYR-18875\t0.573\t0.053\t0.696\t0.020\t1.666\t0.042\t6770\t100\t0.164\t0.088\t0.637\t0.099\t0.462\t0.029\t-0.549\t0.081\t\n",
"OGLE-LMC-RRLYR-18876\t0.582\t0.050\t0.725\t0.019\t1.615\t0.043\t6380\t100\t0.219\t0.090\t0.76\t0.10\t0.543\t0.029\t-0.629\t0.077\t\n",
"OGLE-LMC-RRLYR-18878\t0.653\t0.051\t0.723\t0.019\t1.684\t0.042\t6620\t100\t0.118\t0.087\t0.616\t0.099\t0.495\t0.028\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-18880\t0.579\t0.050\t0.714\t0.019\t1.713\t0.041\t6810\t100\t0.059\t0.087\t0.517\t0.098\t0.453\t0.028\t-0.641\t0.077\t\n",
"OGLE-LMC-RRLYR-18881\t0.672\t0.051\t0.744\t0.019\t1.672\t0.042\t6430\t100\t0.120\t0.088\t0.65\t0.10\t0.533\t0.028\t-0.703\t0.078\t\n",
"OGLE-LMC-RRLYR-18882\t0.576\t0.055\t0.699\t0.020\t1.661\t0.043\t6730\t100\t0.169\t0.089\t0.65\t0.10\t0.473\t0.028\t-0.562\t0.081\t\n",
"OGLE-LMC-RRLYR-18883\t0.722\t0.051\t0.747\t0.019\t1.665\t0.042\t6370\t100\t0.144\t0.088\t0.699\t0.099\t0.553\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-18886\t0.569\t0.051\t0.696\t0.019\t1.638\t0.042\t6660\t100\t0.219\t0.087\t0.715\t0.098\t0.485\t0.028\t-0.531\t0.078\t\n",
"OGLE-LMC-RRLYR-18895\t0.681\t0.052\t0.745\t0.020\t1.719\t0.042\t6580\t100\t0.035\t0.088\t0.543\t0.099\t0.504\t0.028\t-0.752\t0.079\t\n",
"OGLE-LMC-RRLYR-18899\t0.717\t0.050\t0.781\t0.019\t1.705\t0.042\t6280\t100\t0.029\t0.087\t0.581\t0.099\t0.565\t0.028\t-0.854\t0.077\t\n",
"OGLE-LMC-RRLYR-18905\t0.552\t0.052\t0.690\t0.019\t1.633\t0.042\t6680\t100\t0.222\t0.087\t0.716\t0.099\t0.479\t0.028\t-0.519\t0.079\t\n",
"OGLE-LMC-RRLYR-18906\t0.714\t0.051\t0.753\t0.019\t1.704\t0.042\t6470\t100\t0.079\t0.087\t0.594\t0.099\t0.524\t0.028\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-18907\t0.594\t0.051\t0.718\t0.019\t1.644\t0.042\t6520\t100\t0.196\t0.087\t0.702\t0.098\t0.513\t0.028\t-0.604\t0.078\t\n",
"OGLE-LMC-RRLYR-18908\t0.569\t0.050\t0.689\t0.019\t1.651\t0.042\t6770\t100\t0.201\t0.087\t0.674\t0.099\t0.463\t0.028\t-0.513\t0.078\t\n",
"OGLE-LMC-RRLYR-18914\t0.630\t0.052\t0.710\t0.019\t1.660\t0.042\t6630\t100\t0.169\t0.088\t0.669\t0.099\t0.492\t0.028\t-0.596\t0.079\t\n",
"OGLE-LMC-RRLYR-18915\t0.622\t0.056\t0.732\t0.021\t1.649\t0.043\t6410\t110\t0.147\t0.090\t0.69\t0.10\t0.541\t0.031\t-0.696\t0.086\t\n",
"OGLE-LMC-RRLYR-18916\t0.678\t0.050\t0.762\t0.019\t1.635\t0.042\t6178\t99\t0.158\t0.088\t0.747\t0.099\t0.598\t0.028\t-0.771\t0.077\t\n",
"OGLE-LMC-RRLYR-18918\t0.608\t0.050\t0.799\t0.019\t1.802\t0.042\t6490\t100\t-0.238\t0.088\t0.27\t0.10\t0.510\t0.029\t-1.027\t0.077\t\n",
"OGLE-LMC-RRLYR-18922\t0.739\t0.050\t0.770\t0.019\t1.694\t0.042\t6310\t100\t0.080\t0.087\t0.62\t0.10\t0.558\t0.028\t-0.793\t0.077\t\n",
"OGLE-LMC-RRLYR-18923\t0.637\t0.051\t0.797\t0.019\t1.797\t0.042\t6480\t100\t-0.204\t0.087\t0.321\t0.099\t0.523\t0.028\t-1.013\t0.079\t\n",
"OGLE-LMC-RRLYR-18932\t0.610\t0.051\t0.757\t0.019\t1.690\t0.043\t6410\t100\t0.057\t0.089\t0.58\t0.10\t0.529\t0.029\t-0.771\t0.078\t\n",
"OGLE-LMC-RRLYR-18933\t0.613\t0.053\t0.687\t0.020\t1.657\t0.042\t6800\t100\t0.205\t0.088\t0.670\t0.099\t0.455\t0.028\t-0.500\t0.080\t\n",
"OGLE-LMC-RRLYR-18935\t0.709\t0.050\t0.763\t0.019\t1.686\t0.042\t6330\t100\t0.098\t0.087\t0.639\t0.099\t0.552\t0.028\t-0.766\t0.077\t\n",
"OGLE-LMC-RRLYR-18938\t0.701\t0.052\t0.758\t0.020\t1.690\t0.042\t6380\t100\t0.088\t0.087\t0.628\t0.099\t0.545\t0.028\t-0.764\t0.079\t\n",
"OGLE-LMC-RRLYR-18939\t0.618\t0.051\t0.712\t0.019\t1.682\t0.042\t6710\t100\t0.127\t0.087\t0.613\t0.099\t0.476\t0.028\t-0.609\t0.078\t\n",
"OGLE-LMC-RRLYR-18940\t0.635\t0.051\t0.728\t0.019\t1.653\t0.042\t6470\t100\t0.156\t0.088\t0.681\t0.099\t0.521\t0.028\t-0.656\t0.078\t\n",
"OGLE-LMC-RRLYR-18941\t0.572\t0.050\t0.710\t0.019\t1.691\t0.042\t6760\t100\t0.100\t0.087\t0.568\t0.098\t0.466\t0.028\t-0.622\t0.077\t\n",
"OGLE-LMC-RRLYR-18943\t0.689\t0.050\t0.770\t0.019\t1.708\t0.043\t6390\t100\t0.035\t0.090\t0.56\t0.10\t0.531\t0.029\t-0.791\t0.078\t\n",
"OGLE-LMC-RRLYR-18944\t0.575\t0.051\t0.703\t0.019\t1.704\t0.042\t6850\t100\t0.101\t0.087\t0.551\t0.098\t0.442\t0.028\t-0.583\t0.079\t\n",
"OGLE-LMC-RRLYR-18955\t0.629\t0.052\t0.720\t0.020\t1.675\t0.042\t6610\t100\t0.138\t0.087\t0.648\t0.098\t0.495\t0.028\t-0.633\t0.078\t\n",
"OGLE-LMC-RRLYR-18956\t0.760\t0.050\t0.770\t0.019\t1.740\t0.042\t6470\t100\t-0.015\t0.087\t0.515\t0.098\t0.529\t0.028\t-0.843\t0.078\t\n",
"OGLE-LMC-RRLYR-18958\t0.650\t0.052\t0.738\t0.019\t1.705\t0.042\t6590\t100\t0.065\t0.087\t0.570\t0.099\t0.500\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-18961\t0.697\t0.050\t0.783\t0.019\t1.719\t0.042\t6310\t100\t-0.012\t0.087\t0.539\t0.099\t0.559\t0.028\t-0.885\t0.077\t\n",
"OGLE-LMC-RRLYR-18963\t0.668\t0.050\t0.776\t0.019\t1.711\t0.042\t6330\t100\t0.005\t0.087\t0.549\t0.099\t0.553\t0.028\t-0.857\t0.077\t\n",
"OGLE-LMC-RRLYR-18969\t0.564\t0.052\t0.698\t0.020\t1.673\t0.042\t6780\t100\t0.144\t0.088\t0.614\t0.099\t0.460\t0.028\t-0.569\t0.080\t\n",
"OGLE-LMC-RRLYR-18971\t0.693\t0.052\t0.759\t0.020\t1.674\t0.042\t6320\t100\t0.118\t0.088\t0.662\t0.099\t0.556\t0.028\t-0.749\t0.079\t\n",
"OGLE-LMC-RRLYR-18975\t0.589\t0.051\t0.692\t0.019\t1.637\t0.042\t6680\t100\t0.210\t0.087\t0.708\t0.099\t0.481\t0.028\t-0.535\t0.078\t\n",
"OGLE-LMC-RRLYR-18976\t0.661\t0.051\t0.734\t0.020\t1.666\t0.042\t6460\t100\t0.154\t0.087\t0.672\t0.099\t0.525\t0.028\t-0.668\t0.079\t\n",
"OGLE-LMC-RRLYR-18977\t0.691\t0.051\t0.758\t0.020\t1.692\t0.042\t6380\t100\t0.081\t0.088\t0.614\t0.099\t0.542\t0.028\t-0.768\t0.079\t\n",
"OGLE-LMC-RRLYR-18980\t0.632\t0.050\t0.746\t0.019\t1.644\t0.042\t6310\t100\t0.166\t0.088\t0.71\t0.10\t0.559\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-18982\t0.742\t0.051\t0.763\t0.019\t1.687\t0.042\t6310\t100\t0.070\t0.087\t0.637\t0.099\t0.566\t0.028\t-0.814\t0.078\t\n",
"OGLE-LMC-RRLYR-18984\t0.598\t0.050\t0.762\t0.019\t1.666\t0.043\t6280\t100\t0.088\t0.089\t0.65\t0.10\t0.567\t0.028\t-0.797\t0.078\t\n",
"OGLE-LMC-RRLYR-18985\t0.714\t0.055\t0.782\t0.022\t1.716\t0.045\t6300\t100\t0.005\t0.091\t0.56\t0.10\t0.563\t0.029\t-0.870\t0.084\t\n",
"OGLE-LMC-RRLYR-18988\t0.667\t0.051\t0.745\t0.019\t1.713\t0.042\t6580\t100\t0.045\t0.087\t0.560\t0.099\t0.506\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-18993\t0.681\t0.053\t0.742\t0.020\t1.700\t0.042\t6540\t100\t0.091\t0.088\t0.603\t0.099\t0.512\t0.028\t-0.708\t0.079\t\n",
"OGLE-LMC-RRLYR-18994\t0.579\t0.055\t0.678\t0.020\t1.659\t0.043\t6870\t100\t0.214\t0.089\t0.66\t0.10\t0.441\t0.029\t-0.469\t0.082\t\n",
"OGLE-LMC-RRLYR-18997\t0.657\t0.052\t0.735\t0.020\t1.695\t0.042\t6570\t100\t0.102\t0.087\t0.607\t0.099\t0.504\t0.029\t-0.682\t0.079\t\n",
"OGLE-LMC-RRLYR-18998\t0.686\t0.052\t0.735\t0.019\t1.713\t0.042\t6640\t100\t0.070\t0.088\t0.567\t0.099\t0.490\t0.028\t-0.686\t0.079\t\n",
"OGLE-LMC-RRLYR-18999\t0.544\t0.051\t0.661\t0.019\t1.581\t0.043\t6710\t100\t0.350\t0.088\t0.82\t0.10\t0.474\t0.029\t-0.384\t0.078\t\n",
"OGLE-LMC-RRLYR-19001\t0.650\t0.051\t0.737\t0.019\t1.686\t0.042\t6520\t100\t0.106\t0.087\t0.617\t0.099\t0.515\t0.028\t-0.693\t0.078\t\n",
"OGLE-LMC-RRLYR-19005\t0.554\t0.051\t0.676\t0.019\t1.649\t0.042\t6850\t100\t0.225\t0.087\t0.676\t0.099\t0.438\t0.028\t-0.455\t0.078\t\n",
"OGLE-LMC-RRLYR-19006\t0.634\t0.050\t0.761\t0.019\t1.757\t0.042\t6610\t100\t-0.076\t0.087\t0.425\t0.099\t0.499\t0.028\t-0.848\t0.077\t\n",
"OGLE-LMC-RRLYR-19007\t0.598\t0.052\t0.724\t0.020\t1.735\t0.042\t6810\t100\t0.022\t0.088\t0.481\t0.099\t0.451\t0.029\t-0.677\t0.081\t\n",
"OGLE-LMC-RRLYR-19009\t0.704\t0.052\t0.748\t0.020\t1.685\t0.042\t6430\t100\t0.109\t0.087\t0.642\t0.099\t0.536\t0.028\t-0.727\t0.079\t\n",
"OGLE-LMC-RRLYR-19010\t0.712\t0.051\t0.764\t0.019\t1.674\t0.042\t6280\t100\t0.105\t0.088\t0.668\t0.099\t0.568\t0.028\t-0.778\t0.079\t\n",
"OGLE-LMC-RRLYR-19013\t0.648\t0.052\t0.727\t0.020\t1.707\t0.042\t6680\t100\t0.082\t0.087\t0.580\t0.099\t0.483\t0.028\t-0.666\t0.079\t\n",
"OGLE-LMC-RRLYR-19016\t0.630\t0.051\t0.732\t0.019\t1.630\t0.042\t6340\t100\t0.209\t0.088\t0.74\t0.10\t0.552\t0.029\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-19018\t0.672\t0.051\t0.751\t0.019\t1.666\t0.042\t6350\t100\t0.145\t0.087\t0.681\t0.099\t0.548\t0.028\t-0.711\t0.078\t\n",
"OGLE-LMC-RRLYR-19023\t0.671\t0.051\t0.739\t0.019\t1.691\t0.042\t6520\t100\t0.099\t0.087\t0.608\t0.099\t0.514\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-19029\t0.589\t0.051\t0.684\t0.019\t1.620\t0.042\t6680\t100\t0.252\t0.088\t0.71\t0.10\t0.462\t0.028\t-0.469\t0.078\t\n",
"OGLE-LMC-RRLYR-19031\t0.701\t0.058\t0.742\t0.021\t1.683\t0.044\t6460\t110\t0.114\t0.089\t0.62\t0.10\t0.526\t0.029\t-0.705\t0.083\t\n",
"OGLE-LMC-RRLYR-19032\t0.631\t0.051\t0.742\t0.019\t1.729\t0.042\t6650\t100\t-0.001\t0.088\t0.492\t0.099\t0.490\t0.029\t-0.760\t0.079\t\n",
"OGLE-LMC-RRLYR-19033\t0.624\t0.051\t0.718\t0.019\t1.691\t0.042\t6690\t100\t0.107\t0.087\t0.593\t0.099\t0.479\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-19035\t0.618\t0.051\t0.742\t0.019\t1.729\t0.042\t6660\t100\t-0.000\t0.087\t0.496\t0.098\t0.488\t0.028\t-0.758\t0.079\t\n",
"OGLE-LMC-RRLYR-19037\t0.680\t0.052\t0.761\t0.020\t1.717\t0.042\t6460\t100\t0.021\t0.088\t0.555\t0.099\t0.527\t0.029\t-0.795\t0.080\t\n",
"OGLE-LMC-RRLYR-19042\t0.648\t0.052\t0.729\t0.019\t1.681\t0.042\t6560\t100\t0.121\t0.087\t0.631\t0.099\t0.506\t0.028\t-0.664\t0.078\t\n",
"OGLE-LMC-RRLYR-19043\t0.666\t0.052\t0.749\t0.020\t1.718\t0.042\t6540\t100\t0.028\t0.088\t0.533\t0.099\t0.509\t0.028\t-0.763\t0.080\t\n",
"OGLE-LMC-RRLYR-19049\t0.627\t0.052\t0.750\t0.020\t1.708\t0.042\t6510\t100\t0.029\t0.087\t0.546\t0.099\t0.518\t0.028\t-0.772\t0.079\t\n",
"OGLE-LMC-RRLYR-19051\t0.592\t0.053\t0.725\t0.021\t1.607\t0.044\t6320\t110\t0.237\t0.090\t0.79\t0.10\t0.556\t0.029\t-0.631\t0.081\t\n",
"OGLE-LMC-RRLYR-19057\t0.592\t0.052\t0.708\t0.020\t1.655\t0.042\t6630\t100\t0.176\t0.088\t0.675\t0.099\t0.492\t0.028\t-0.587\t0.079\t\n",
"OGLE-LMC-RRLYR-19062\t0.642\t0.052\t0.715\t0.019\t1.698\t0.042\t6730\t100\t0.110\t0.088\t0.590\t0.099\t0.468\t0.028\t-0.613\t0.079\t\n",
"OGLE-LMC-RRLYR-19066\t0.688\t0.052\t0.740\t0.020\t1.677\t0.042\t6470\t100\t0.144\t0.087\t0.663\t0.099\t0.524\t0.028\t-0.673\t0.079\t\n",
"OGLE-LMC-RRLYR-19071\t0.659\t0.052\t0.749\t0.020\t1.716\t0.042\t6540\t100\t0.028\t0.088\t0.540\t0.099\t0.511\t0.028\t-0.764\t0.079\t\n",
"OGLE-LMC-RRLYR-19073\t0.576\t0.052\t0.725\t0.020\t1.732\t0.042\t6800\t100\t0.016\t0.088\t0.483\t0.099\t0.458\t0.029\t-0.691\t0.081\t\n",
"OGLE-LMC-RRLYR-19076\t0.680\t0.052\t0.742\t0.020\t1.651\t0.042\t6360\t100\t0.180\t0.088\t0.719\t0.099\t0.548\t0.028\t-0.678\t0.079\t\n",
"OGLE-LMC-RRLYR-19078\t0.640\t0.052\t0.721\t0.020\t1.653\t0.042\t6500\t100\t0.174\t0.088\t0.693\t0.099\t0.519\t0.029\t-0.638\t0.080\t\n",
"OGLE-LMC-RRLYR-19079\t0.544\t0.052\t0.710\t0.020\t1.680\t0.042\t6710\t100\t0.109\t0.087\t0.594\t0.098\t0.473\t0.029\t-0.622\t0.079\t\n",
"OGLE-LMC-RRLYR-19082\t0.704\t0.052\t0.764\t0.019\t1.733\t0.042\t6500\t100\t-0.017\t0.087\t0.520\t0.099\t0.526\t0.028\t-0.834\t0.079\t\n",
"OGLE-LMC-RRLYR-19085\t0.665\t0.051\t0.796\t0.019\t1.809\t0.042\t6540\t100\t-0.212\t0.087\t0.312\t0.099\t0.517\t0.028\t-1.013\t0.078\t\n",
"OGLE-LMC-RRLYR-19087\t0.666\t0.051\t0.759\t0.019\t1.700\t0.042\t6420\t100\t0.058\t0.088\t0.581\t0.099\t0.533\t0.028\t-0.773\t0.079\t\n",
"OGLE-LMC-RRLYR-19088\t0.672\t0.051\t0.737\t0.019\t1.684\t0.042\t6520\t100\t0.107\t0.087\t0.629\t0.098\t0.518\t0.028\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-19090\t0.636\t0.053\t0.717\t0.020\t1.630\t0.042\t6450\t100\t0.221\t0.088\t0.756\t0.099\t0.533\t0.029\t-0.610\t0.079\t\n",
"OGLE-LMC-RRLYR-19091\t0.646\t0.053\t0.726\t0.020\t1.697\t0.042\t6630\t100\t0.085\t0.088\t0.579\t0.099\t0.490\t0.029\t-0.677\t0.081\t\n",
"OGLE-LMC-RRLYR-19092\t0.722\t0.056\t0.739\t0.020\t1.714\t0.043\t6610\t110\t0.062\t0.089\t0.56\t0.10\t0.499\t0.029\t-0.711\t0.081\t\n",
"OGLE-LMC-RRLYR-19097\t0.598\t0.050\t0.734\t0.019\t1.587\t0.042\t6210\t100\t0.259\t0.088\t0.847\t0.099\t0.589\t0.028\t-0.657\t0.077\t\n",
"OGLE-LMC-RRLYR-19104\t0.701\t0.051\t0.757\t0.019\t1.687\t0.042\t6370\t100\t0.093\t0.087\t0.628\t0.099\t0.545\t0.028\t-0.756\t0.078\t\n",
"OGLE-LMC-RRLYR-19107\t0.735\t0.052\t0.761\t0.019\t1.726\t0.042\t6490\t100\t0.028\t0.087\t0.554\t0.098\t0.524\t0.028\t-0.787\t0.078\t\n",
"OGLE-LMC-RRLYR-19109\t0.644\t0.051\t0.763\t0.019\t1.742\t0.042\t6540\t100\t-0.040\t0.087\t0.471\t0.098\t0.510\t0.028\t-0.833\t0.078\t\n",
"OGLE-LMC-RRLYR-19115\t0.618\t0.052\t0.733\t0.019\t1.685\t0.042\t6530\t100\t0.085\t0.087\t0.613\t0.099\t0.518\t0.028\t-0.728\t0.079\t\n",
"OGLE-LMC-RRLYR-19122\t0.702\t0.052\t0.746\t0.020\t1.678\t0.042\t6410\t100\t0.117\t0.088\t0.645\t0.099\t0.538\t0.028\t-0.721\t0.079\t\n",
"OGLE-LMC-RRLYR-19126\t0.691\t0.052\t0.732\t0.020\t1.692\t0.042\t6580\t100\t0.106\t0.087\t0.624\t0.099\t0.506\t0.028\t-0.682\t0.078\t\n",
"OGLE-LMC-RRLYR-19130\t0.659\t0.054\t0.736\t0.020\t1.698\t0.042\t6570\t100\t0.082\t0.087\t0.593\t0.099\t0.505\t0.029\t-0.700\t0.079\t\n",
"OGLE-LMC-RRLYR-19133\t0.583\t0.058\t0.732\t0.022\t1.700\t0.043\t6610\t110\t0.049\t0.092\t0.55\t0.10\t0.493\t0.030\t-0.722\t0.090\t\n",
"OGLE-LMC-RRLYR-19136\t0.613\t0.050\t0.736\t0.019\t1.738\t0.042\t6730\t100\t-0.004\t0.087\t0.474\t0.098\t0.472\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-19138\t0.651\t0.050\t0.798\t0.019\t1.756\t0.042\t6340\t100\t-0.106\t0.087\t0.436\t0.099\t0.545\t0.029\t-0.958\t0.077\t\n",
"OGLE-LMC-RRLYR-19142\t0.744\t0.053\t0.745\t0.020\t1.705\t0.042\t6530\t100\t0.085\t0.088\t0.605\t0.099\t0.517\t0.028\t-0.719\t0.079\t\n",
"OGLE-LMC-RRLYR-19146\t0.712\t0.051\t0.749\t0.019\t1.710\t0.042\t6510\t100\t0.058\t0.087\t0.570\t0.099\t0.518\t0.028\t-0.750\t0.079\t\n",
"OGLE-LMC-RRLYR-19149\t0.646\t0.051\t0.725\t0.019\t1.651\t0.042\t6480\t100\t0.187\t0.087\t0.712\t0.098\t0.524\t0.028\t-0.626\t0.078\t\n",
"OGLE-LMC-RRLYR-19153\t0.625\t0.051\t0.767\t0.019\t1.783\t0.042\t6660\t100\t-0.131\t0.087\t0.364\t0.099\t0.487\t0.028\t-0.887\t0.079\t\n",
"OGLE-LMC-RRLYR-19155\t0.625\t0.053\t0.707\t0.020\t1.696\t0.042\t6780\t100\t0.113\t0.088\t0.581\t0.099\t0.457\t0.029\t-0.595\t0.080\t\n",
"OGLE-LMC-RRLYR-19158\t0.656\t0.051\t0.731\t0.019\t1.681\t0.042\t6560\t100\t0.105\t0.087\t0.626\t0.099\t0.512\t0.028\t-0.691\t0.078\t\n",
"OGLE-LMC-RRLYR-19160\t0.541\t0.050\t0.663\t0.019\t1.577\t0.042\t6690\t100\t0.350\t0.087\t0.842\t0.099\t0.481\t0.028\t-0.392\t0.077\t\n",
"OGLE-LMC-RRLYR-19161\t0.717\t0.052\t0.744\t0.020\t1.710\t0.042\t6570\t100\t0.068\t0.087\t0.580\t0.099\t0.509\t0.029\t-0.725\t0.078\t\n",
"OGLE-LMC-RRLYR-19163\t0.635\t0.051\t0.718\t0.019\t1.696\t0.042\t6710\t100\t0.106\t0.087\t0.590\t0.098\t0.474\t0.028\t-0.627\t0.078\t\n",
"OGLE-LMC-RRLYR-19165\t0.666\t0.051\t0.747\t0.019\t1.727\t0.042\t6610\t100\t0.011\t0.087\t0.520\t0.098\t0.500\t0.028\t-0.763\t0.078\t\n",
"OGLE-LMC-RRLYR-19171\t0.698\t0.051\t0.759\t0.019\t1.680\t0.042\t6340\t100\t0.111\t0.087\t0.652\t0.099\t0.551\t0.028\t-0.749\t0.078\t\n",
"OGLE-LMC-RRLYR-19173\t0.707\t0.063\t0.750\t0.022\t1.706\t0.045\t6500\t110\t0.079\t0.092\t0.60\t0.10\t0.519\t0.029\t-0.725\t0.086\t\n",
"OGLE-LMC-RRLYR-19177\t0.661\t0.052\t0.787\t0.020\t1.772\t0.042\t6470\t100\t-0.131\t0.088\t0.388\t0.099\t0.522\t0.028\t-0.941\t0.080\t\n",
"OGLE-LMC-RRLYR-19183\t0.620\t0.050\t0.709\t0.019\t1.671\t0.042\t6680\t100\t0.156\t0.087\t0.643\t0.098\t0.480\t0.028\t-0.588\t0.077\t\n",
"OGLE-LMC-RRLYR-19185\t0.606\t0.052\t0.727\t0.020\t1.665\t0.042\t6520\t100\t0.146\t0.088\t0.656\t0.099\t0.513\t0.028\t-0.652\t0.080\t\n",
"OGLE-LMC-RRLYR-19186\t0.695\t0.050\t0.757\t0.019\t1.630\t0.042\t6200\t100\t0.193\t0.087\t0.773\t0.099\t0.587\t0.028\t-0.730\t0.077\t\n",
"OGLE-LMC-RRLYR-19187\t0.659\t0.051\t0.734\t0.019\t1.639\t0.042\t6360\t100\t0.213\t0.087\t0.756\t0.099\t0.547\t0.028\t-0.645\t0.078\t\n",
"OGLE-LMC-RRLYR-19189\t0.601\t0.051\t0.705\t0.019\t1.635\t0.042\t6560\t100\t0.223\t0.087\t0.729\t0.099\t0.506\t0.028\t-0.562\t0.078\t\n",
"OGLE-LMC-RRLYR-19191\t0.713\t0.050\t0.767\t0.019\t1.672\t0.042\t6250\t100\t0.107\t0.087\t0.672\t0.099\t0.571\t0.028\t-0.790\t0.077\t\n",
"OGLE-LMC-RRLYR-19192\t0.663\t0.052\t0.735\t0.019\t1.695\t0.042\t6580\t100\t0.079\t0.088\t0.595\t0.099\t0.507\t0.028\t-0.705\t0.079\t\n",
"OGLE-LMC-RRLYR-19194\t0.654\t0.050\t0.759\t0.019\t1.658\t0.043\t6260\t100\t0.116\t0.088\t0.67\t0.10\t0.569\t0.028\t-0.768\t0.078\t\n",
"OGLE-LMC-RRLYR-19195\t0.734\t0.051\t0.847\t0.019\t1.839\t0.042\t6260\t100\t-0.321\t0.088\t0.246\t0.099\t0.571\t0.028\t-1.205\t0.079\t\n",
"OGLE-LMC-RRLYR-19198\t0.705\t0.051\t0.737\t0.019\t1.643\t0.042\t6360\t100\t0.200\t0.087\t0.742\t0.099\t0.551\t0.028\t-0.664\t0.078\t\n",
"OGLE-LMC-RRLYR-19199\t0.778\t0.052\t0.777\t0.020\t1.724\t0.042\t6370\t100\t0.028\t0.088\t0.565\t0.099\t0.548\t0.028\t-0.827\t0.079\t\n",
"OGLE-LMC-RRLYR-19201\t0.623\t0.050\t0.740\t0.019\t1.644\t0.042\t6370\t100\t0.168\t0.088\t0.70\t0.10\t0.543\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-19203\t0.647\t0.052\t0.739\t0.020\t1.665\t0.042\t6430\t100\t0.146\t0.088\t0.661\t0.099\t0.529\t0.029\t-0.680\t0.079\t\n",
"OGLE-LMC-RRLYR-19204\t0.715\t0.052\t0.755\t0.020\t1.746\t0.042\t6610\t100\t-0.013\t0.088\t0.498\t0.099\t0.500\t0.028\t-0.788\t0.080\t\n",
"OGLE-LMC-RRLYR-19205\t0.602\t0.051\t0.691\t0.019\t1.629\t0.042\t6640\t100\t0.254\t0.087\t0.754\t0.099\t0.486\t0.028\t-0.502\t0.078\t\n",
"OGLE-LMC-RRLYR-19206\t0.636\t0.052\t0.708\t0.020\t1.681\t0.042\t6710\t100\t0.133\t0.088\t0.626\t0.099\t0.475\t0.028\t-0.603\t0.080\t\n",
"OGLE-LMC-RRLYR-19210\t0.633\t0.053\t0.722\t0.020\t1.658\t0.043\t6540\t100\t0.159\t0.088\t0.68\t0.10\t0.515\t0.029\t-0.641\t0.080\t\n",
"OGLE-LMC-RRLYR-19212\t0.638\t0.050\t0.742\t0.019\t1.640\t0.043\t6320\t100\t0.176\t0.089\t0.72\t0.10\t0.557\t0.029\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-19214\t0.613\t0.051\t0.723\t0.019\t1.667\t0.042\t6560\t100\t0.143\t0.087\t0.655\t0.099\t0.507\t0.028\t-0.643\t0.079\t\n",
"OGLE-LMC-RRLYR-19215\t0.560\t0.051\t0.672\t0.019\t1.617\t0.042\t6730\t100\t0.277\t0.087\t0.752\t0.099\t0.464\t0.028\t-0.456\t0.078\t\n",
"OGLE-LMC-RRLYR-19216\t0.643\t0.050\t0.761\t0.019\t1.685\t0.042\t6340\t100\t0.057\t0.088\t0.60\t0.10\t0.551\t0.028\t-0.801\t0.078\t\n",
"OGLE-LMC-RRLYR-19217\t0.689\t0.051\t0.739\t0.019\t1.692\t0.042\t6530\t100\t0.123\t0.088\t0.626\t0.099\t0.509\t0.028\t-0.669\t0.079\t\n",
"OGLE-LMC-RRLYR-19218\t0.675\t0.054\t0.752\t0.020\t1.748\t0.042\t6650\t100\t-0.019\t0.089\t0.487\t0.099\t0.491\t0.028\t-0.778\t0.081\t\n",
"OGLE-LMC-RRLYR-19222\t0.676\t0.050\t0.745\t0.019\t1.646\t0.042\t6320\t100\t0.184\t0.087\t0.727\t0.099\t0.555\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-19224\t0.694\t0.055\t0.728\t0.020\t1.693\t0.043\t6610\t100\t0.111\t0.088\t0.619\t0.099\t0.497\t0.028\t-0.663\t0.079\t\n",
"OGLE-LMC-RRLYR-19226\t0.658\t0.051\t0.744\t0.019\t1.659\t0.042\t6370\t100\t0.147\t0.087\t0.680\t0.099\t0.544\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-19228\t0.670\t0.051\t0.738\t0.019\t1.673\t0.042\t6460\t100\t0.156\t0.087\t0.683\t0.099\t0.524\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-19233\t0.724\t0.051\t0.757\t0.019\t1.709\t0.042\t6450\t100\t0.061\t0.087\t0.593\t0.098\t0.531\t0.028\t-0.770\t0.078\t\n",
"OGLE-LMC-RRLYR-19239\t0.643\t0.052\t0.731\t0.020\t1.666\t0.042\t6500\t100\t0.153\t0.087\t0.663\t0.099\t0.518\t0.029\t-0.654\t0.079\t\n",
"OGLE-LMC-RRLYR-19240\t0.673\t0.051\t0.773\t0.020\t1.736\t0.042\t6430\t100\t-0.041\t0.088\t0.484\t0.099\t0.533\t0.028\t-0.869\t0.080\t\n",
"OGLE-LMC-RRLYR-19248\t0.656\t0.050\t0.784\t0.019\t1.706\t0.042\t6270\t100\t0.017\t0.088\t0.57\t0.10\t0.569\t0.029\t-0.875\t0.077\t\n",
"OGLE-LMC-RRLYR-19251\t0.676\t0.052\t0.729\t0.019\t1.688\t0.042\t6600\t100\t0.113\t0.087\t0.624\t0.099\t0.501\t0.028\t-0.661\t0.078\t\n",
"OGLE-LMC-RRLYR-19252\t0.661\t0.051\t0.729\t0.019\t1.674\t0.042\t6540\t100\t0.154\t0.087\t0.663\t0.099\t0.510\t0.028\t-0.642\t0.078\t\n",
"OGLE-LMC-RRLYR-19257\t0.704\t0.050\t0.754\t0.019\t1.643\t0.042\t6234\t99\t0.182\t0.087\t0.747\t0.099\t0.574\t0.028\t-0.726\t0.077\t\n",
"OGLE-LMC-RRLYR-19259\t0.603\t0.053\t0.709\t0.020\t1.667\t0.042\t6670\t100\t0.172\t0.088\t0.660\t0.099\t0.479\t0.028\t-0.574\t0.079\t\n",
"OGLE-LMC-RRLYR-19263\t0.695\t0.050\t0.756\t0.019\t1.682\t0.042\t6370\t100\t0.109\t0.087\t0.640\t0.099\t0.544\t0.028\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-19265\t0.734\t0.051\t0.758\t0.019\t1.715\t0.042\t6470\t100\t0.083\t0.087\t0.598\t0.099\t0.522\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-19266\t0.634\t0.052\t0.712\t0.020\t1.652\t0.043\t6590\t100\t0.207\t0.089\t0.69\t0.10\t0.489\t0.028\t-0.557\t0.079\t\n",
"OGLE-LMC-RRLYR-19270\t0.541\t0.050\t0.668\t0.019\t1.619\t0.042\t6800\t100\t0.263\t0.087\t0.730\t0.099\t0.453\t0.028\t-0.438\t0.077\t\n",
"OGLE-LMC-RRLYR-19272\t0.613\t0.051\t0.752\t0.019\t1.763\t0.042\t6710\t100\t-0.067\t0.087\t0.420\t0.098\t0.476\t0.028\t-0.803\t0.078\t\n",
"OGLE-LMC-RRLYR-19273\t0.671\t0.054\t0.714\t0.020\t1.670\t0.042\t6640\t100\t0.156\t0.088\t0.662\t0.099\t0.494\t0.029\t-0.613\t0.081\t\n",
"OGLE-LMC-RRLYR-19277\t0.732\t0.051\t0.770\t0.020\t1.722\t0.042\t6410\t100\t0.026\t0.087\t0.557\t0.099\t0.537\t0.028\t-0.809\t0.079\t\n",
"OGLE-LMC-RRLYR-19279\t0.640\t0.052\t0.750\t0.020\t1.687\t0.042\t6430\t100\t0.086\t0.087\t0.617\t0.099\t0.533\t0.029\t-0.745\t0.079\t\n",
"OGLE-LMC-RRLYR-19280\t0.617\t0.051\t0.724\t0.019\t1.695\t0.042\t6660\t100\t0.083\t0.087\t0.574\t0.099\t0.486\t0.028\t-0.670\t0.078\t\n",
"OGLE-LMC-RRLYR-19284\t0.575\t0.050\t0.670\t0.019\t1.625\t0.043\t6790\t100\t0.238\t0.089\t0.68\t0.10\t0.437\t0.028\t-0.444\t0.078\t\n",
"OGLE-LMC-RRLYR-19285\t0.587\t0.053\t0.684\t0.020\t1.645\t0.042\t6770\t100\t0.210\t0.088\t0.686\t0.099\t0.460\t0.029\t-0.505\t0.079\t\n",
"OGLE-LMC-RRLYR-19286\t0.662\t0.052\t0.743\t0.020\t1.673\t0.042\t6430\t100\t0.124\t0.088\t0.644\t0.099\t0.532\t0.028\t-0.706\t0.079\t\n",
"OGLE-LMC-RRLYR-19287\t0.682\t0.050\t0.758\t0.019\t1.654\t0.042\t6270\t100\t0.146\t0.088\t0.708\t0.099\t0.571\t0.028\t-0.743\t0.078\t\n",
"OGLE-LMC-RRLYR-19290\t0.684\t0.051\t0.760\t0.019\t1.690\t0.042\t6350\t100\t0.057\t0.088\t0.60\t0.10\t0.553\t0.028\t-0.800\t0.079\t\n",
"OGLE-LMC-RRLYR-19298\t0.648\t0.053\t0.732\t0.020\t1.690\t0.042\t6580\t100\t0.103\t0.088\t0.610\t0.099\t0.503\t0.028\t-0.678\t0.079\t\n",
"OGLE-LMC-RRLYR-19300\t0.643\t0.051\t0.728\t0.019\t1.670\t0.042\t6520\t100\t0.139\t0.087\t0.646\t0.099\t0.513\t0.028\t-0.663\t0.078\t\n",
"OGLE-LMC-RRLYR-19304\t0.695\t0.050\t0.750\t0.019\t1.690\t0.042\t6430\t100\t0.108\t0.087\t0.637\t0.098\t0.530\t0.028\t-0.723\t0.077\t\n",
"OGLE-LMC-RRLYR-19308\t0.629\t0.052\t0.725\t0.019\t1.689\t0.042\t6640\t100\t0.112\t0.087\t0.614\t0.099\t0.490\t0.028\t-0.646\t0.079\t\n",
"OGLE-LMC-RRLYR-19312\t0.675\t0.052\t0.772\t0.020\t1.787\t0.042\t6640\t100\t-0.120\t0.087\t0.379\t0.098\t0.492\t0.029\t-0.882\t0.080\t\n",
"OGLE-LMC-RRLYR-19313\t0.698\t0.051\t0.757\t0.020\t1.686\t0.042\t6380\t100\t0.103\t0.087\t0.633\t0.099\t0.543\t0.028\t-0.745\t0.079\t\n",
"OGLE-LMC-RRLYR-19314\t0.695\t0.052\t0.741\t0.020\t1.679\t0.042\t6460\t100\t0.141\t0.088\t0.656\t0.099\t0.525\t0.028\t-0.680\t0.079\t\n",
"OGLE-LMC-RRLYR-19318\t0.536\t0.051\t0.682\t0.019\t1.614\t0.042\t6680\t100\t0.258\t0.087\t0.746\t0.099\t0.480\t0.028\t-0.487\t0.078\t\n",
"OGLE-LMC-RRLYR-19320\t0.667\t0.050\t0.737\t0.019\t1.667\t0.042\t6460\t100\t0.164\t0.088\t0.68\t0.10\t0.525\t0.028\t-0.653\t0.078\t\n",
"OGLE-LMC-RRLYR-19323\t0.646\t0.051\t0.716\t0.019\t1.653\t0.042\t6560\t100\t0.196\t0.087\t0.704\t0.099\t0.508\t0.028\t-0.595\t0.078\t\n",
"OGLE-LMC-RRLYR-19332\t0.625\t0.052\t0.711\t0.020\t1.684\t0.042\t6720\t100\t0.125\t0.088\t0.613\t0.099\t0.475\t0.029\t-0.610\t0.080\t\n",
"OGLE-LMC-RRLYR-19334\t0.678\t0.051\t0.770\t0.019\t1.702\t0.042\t6340\t100\t0.041\t0.087\t0.583\t0.099\t0.550\t0.029\t-0.816\t0.079\t\n",
"OGLE-LMC-RRLYR-19338\t0.754\t0.052\t0.769\t0.020\t1.721\t0.042\t6410\t100\t0.038\t0.088\t0.569\t0.099\t0.539\t0.029\t-0.807\t0.079\t\n",
"OGLE-LMC-RRLYR-19340\t0.599\t0.053\t0.693\t0.020\t1.664\t0.042\t6770\t100\t0.179\t0.088\t0.649\t0.099\t0.461\t0.029\t-0.536\t0.080\t\n",
"OGLE-LMC-RRLYR-19344\t0.674\t0.052\t0.734\t0.020\t1.672\t0.042\t6490\t100\t0.156\t0.088\t0.666\t0.099\t0.518\t0.028\t-0.650\t0.079\t\n",
"OGLE-LMC-RRLYR-19345\t0.636\t0.051\t0.703\t0.019\t1.666\t0.042\t6690\t100\t0.169\t0.087\t0.662\t0.098\t0.478\t0.028\t-0.575\t0.077\t\n",
"OGLE-LMC-RRLYR-19351\t0.693\t0.052\t0.780\t0.020\t1.770\t0.042\t6510\t100\t-0.112\t0.088\t0.404\t0.099\t0.519\t0.028\t-0.919\t0.080\t\n",
"OGLE-LMC-RRLYR-19352\t0.650\t0.051\t0.733\t0.019\t1.712\t0.042\t6660\t100\t0.054\t0.088\t0.550\t0.099\t0.488\t0.028\t-0.702\t0.079\t\n",
"OGLE-LMC-RRLYR-19354\t0.667\t0.053\t0.762\t0.020\t1.735\t0.042\t6510\t100\t-0.032\t0.089\t0.47\t0.10\t0.515\t0.028\t-0.831\t0.080\t\n",
"OGLE-LMC-RRLYR-19356\t0.653\t0.053\t0.714\t0.019\t1.676\t0.042\t6660\t100\t0.142\t0.087\t0.641\t0.099\t0.487\t0.028\t-0.617\t0.079\t\n",
"OGLE-LMC-RRLYR-19357\t0.542\t0.051\t0.705\t0.019\t1.695\t0.042\t6810\t100\t0.089\t0.087\t0.552\t0.098\t0.450\t0.028\t-0.608\t0.078\t\n",
"OGLE-LMC-RRLYR-19358\t0.686\t0.051\t0.734\t0.019\t1.669\t0.042\t6470\t100\t0.167\t0.087\t0.683\t0.099\t0.523\t0.028\t-0.650\t0.078\t\n",
"OGLE-LMC-RRLYR-19360\t0.599\t0.052\t0.730\t0.020\t1.732\t0.042\t6750\t100\t0.008\t0.087\t0.481\t0.098\t0.464\t0.029\t-0.709\t0.080\t\n",
"OGLE-LMC-RRLYR-19361\t0.750\t0.051\t0.749\t0.019\t1.706\t0.042\t6500\t100\t0.075\t0.087\t0.606\t0.099\t0.523\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-19363\t0.643\t0.050\t0.751\t0.019\t1.649\t0.042\t6290\t100\t0.147\t0.087\t0.701\t0.099\t0.563\t0.028\t-0.734\t0.077\t\n",
"OGLE-LMC-RRLYR-19365\t0.597\t0.050\t0.737\t0.019\t1.716\t0.041\t6630\t100\t0.026\t0.087\t0.523\t0.098\t0.490\t0.028\t-0.734\t0.077\t\n",
"OGLE-LMC-RRLYR-19370\t0.664\t0.051\t0.784\t0.020\t1.789\t0.042\t6550\t100\t-0.157\t0.087\t0.361\t0.099\t0.512\t0.029\t-0.952\t0.080\t\n",
"OGLE-LMC-RRLYR-19377\t0.652\t0.051\t0.748\t0.019\t1.734\t0.042\t6620\t100\t-0.007\t0.087\t0.491\t0.098\t0.495\t0.028\t-0.776\t0.078\t\n",
"OGLE-LMC-RRLYR-19378\t0.577\t0.056\t0.680\t0.020\t1.655\t0.043\t6840\t100\t0.212\t0.089\t0.67\t0.10\t0.447\t0.029\t-0.482\t0.082\t\n",
"OGLE-LMC-RRLYR-19382\t0.622\t0.053\t0.707\t0.020\t1.653\t0.042\t6630\t100\t0.206\t0.088\t0.705\t0.099\t0.491\t0.028\t-0.552\t0.079\t\n",
"OGLE-LMC-RRLYR-19385\t0.557\t0.050\t0.683\t0.019\t1.624\t0.042\t6700\t100\t0.240\t0.087\t0.721\t0.099\t0.476\t0.029\t-0.495\t0.077\t\n",
"OGLE-LMC-RRLYR-19386\t0.606\t0.052\t0.686\t0.020\t1.629\t0.043\t6680\t100\t0.238\t0.090\t0.71\t0.10\t0.468\t0.029\t-0.490\t0.079\t\n",
"OGLE-LMC-RRLYR-19387\t0.682\t0.051\t0.747\t0.019\t1.699\t0.042\t6500\t100\t0.085\t0.087\t0.608\t0.099\t0.521\t0.028\t-0.725\t0.078\t\n",
"OGLE-LMC-RRLYR-19390\t0.694\t0.051\t0.736\t0.019\t1.705\t0.042\t6600\t100\t0.085\t0.087\t0.584\t0.099\t0.497\t0.028\t-0.693\t0.078\t\n",
"OGLE-LMC-RRLYR-19391\t0.601\t0.051\t0.712\t0.019\t1.636\t0.042\t6540\t100\t0.192\t0.088\t0.711\t0.099\t0.515\t0.028\t-0.605\t0.078\t\n",
"OGLE-LMC-RRLYR-19400\t0.662\t0.051\t0.735\t0.019\t1.626\t0.043\t6330\t100\t0.219\t0.089\t0.76\t0.10\t0.553\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-19401\t0.589\t0.052\t0.727\t0.020\t1.685\t0.042\t6600\t100\t0.077\t0.088\t0.580\t0.099\t0.500\t0.029\t-0.702\t0.080\t\n",
"OGLE-LMC-RRLYR-19402\t0.655\t0.051\t0.740\t0.020\t1.659\t0.042\t6400\t100\t0.155\t0.088\t0.68\t0.10\t0.539\t0.028\t-0.684\t0.079\t\n",
"OGLE-LMC-RRLYR-19403\t0.626\t0.052\t0.718\t0.019\t1.665\t0.042\t6590\t100\t0.149\t0.087\t0.657\t0.099\t0.503\t0.028\t-0.628\t0.078\t\n",
"OGLE-LMC-RRLYR-19405\t0.715\t0.051\t0.772\t0.019\t1.702\t0.042\t6330\t100\t0.054\t0.088\t0.59\t0.10\t0.552\t0.028\t-0.805\t0.079\t\n",
"OGLE-LMC-RRLYR-19418\t0.682\t0.055\t0.788\t0.021\t1.731\t0.044\t6300\t110\t-0.054\t0.090\t0.50\t0.10\t0.563\t0.030\t-0.926\t0.084\t\n",
"OGLE-LMC-RRLYR-19419\t0.634\t0.051\t0.733\t0.019\t1.640\t0.042\t6390\t100\t0.198\t0.087\t0.727\t0.099\t0.540\t0.028\t-0.647\t0.078\t\n",
"OGLE-LMC-RRLYR-19422\t0.731\t0.051\t0.761\t0.019\t1.725\t0.042\t6480\t100\t0.033\t0.087\t0.551\t0.098\t0.524\t0.028\t-0.786\t0.078\t\n",
"OGLE-LMC-RRLYR-19425\t0.640\t0.051\t0.707\t0.019\t1.650\t0.042\t6610\t100\t0.226\t0.088\t0.719\t0.099\t0.492\t0.028\t-0.538\t0.078\t\n",
"OGLE-LMC-RRLYR-19431\t0.534\t0.050\t0.644\t0.019\t1.550\t0.042\t6720\t100\t0.396\t0.089\t0.86\t0.10\t0.459\t0.029\t-0.316\t0.078\t\n",
"OGLE-LMC-RRLYR-19434\t0.578\t0.057\t0.689\t0.022\t1.607\t0.044\t6590\t110\t0.261\t0.091\t0.78\t0.10\t0.504\t0.031\t-0.517\t0.085\t\n",
"OGLE-LMC-RRLYR-19436\t0.584\t0.050\t0.735\t0.019\t1.716\t0.042\t6660\t100\t0.024\t0.087\t0.518\t0.098\t0.486\t0.028\t-0.731\t0.078\t\n",
"OGLE-LMC-RRLYR-19441\t0.635\t0.053\t0.722\t0.020\t1.687\t0.042\t6640\t100\t0.100\t0.088\t0.611\t0.099\t0.494\t0.029\t-0.662\t0.081\t\n",
"OGLE-LMC-RRLYR-19443\t0.704\t0.051\t0.786\t0.019\t1.736\t0.042\t6340\t100\t-0.044\t0.088\t0.49\t0.10\t0.550\t0.028\t-0.899\t0.078\t\n",
"OGLE-LMC-RRLYR-19445\t0.715\t0.054\t0.730\t0.020\t1.706\t0.043\t6650\t100\t0.091\t0.089\t0.59\t0.10\t0.493\t0.028\t-0.679\t0.080\t\n",
"OGLE-LMC-RRLYR-19448\t0.671\t0.052\t0.738\t0.020\t1.659\t0.042\t6400\t100\t0.143\t0.088\t0.676\t0.099\t0.541\t0.028\t-0.701\t0.079\t\n",
"OGLE-LMC-RRLYR-19449\t0.601\t0.050\t0.727\t0.019\t1.705\t0.042\t6680\t100\t0.055\t0.087\t0.550\t0.098\t0.483\t0.028\t-0.693\t0.077\t\n",
"OGLE-LMC-RRLYR-19451\t0.608\t0.053\t0.717\t0.020\t1.636\t0.042\t6490\t100\t0.214\t0.088\t0.724\t0.099\t0.519\t0.028\t-0.594\t0.079\t\n",
"OGLE-LMC-RRLYR-19464\t0.622\t0.053\t0.715\t0.020\t1.677\t0.043\t6640\t100\t0.127\t0.091\t0.61\t0.10\t0.475\t0.028\t-0.622\t0.081\t\n",
"OGLE-LMC-RRLYR-19467\t0.555\t0.052\t0.687\t0.019\t1.651\t0.042\t6780\t100\t0.196\t0.088\t0.664\t0.099\t0.458\t0.028\t-0.513\t0.079\t\n",
"OGLE-LMC-RRLYR-19468\t0.669\t0.051\t0.744\t0.019\t1.674\t0.043\t6420\t100\t0.091\t0.089\t0.62\t0.10\t0.528\t0.029\t-0.724\t0.078\t\n",
"OGLE-LMC-RRLYR-19469\t0.616\t0.052\t0.705\t0.020\t1.698\t0.042\t6810\t100\t0.131\t0.087\t0.582\t0.099\t0.444\t0.029\t-0.565\t0.079\t\n",
"OGLE-LMC-RRLYR-19475\t0.702\t0.050\t0.760\t0.019\t1.673\t0.042\t6310\t100\t0.121\t0.088\t0.668\t0.099\t0.559\t0.028\t-0.751\t0.078\t\n",
"OGLE-LMC-RRLYR-19480\t0.654\t0.050\t0.749\t0.019\t1.645\t0.042\t6290\t100\t0.160\t0.088\t0.71\t0.10\t0.564\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-19483\t0.650\t0.050\t0.751\t0.019\t1.652\t0.042\t6327\t99\t0.143\t0.088\t0.69\t0.10\t0.555\t0.028\t-0.723\t0.077\t\n",
"OGLE-LMC-RRLYR-19484\t0.713\t0.050\t0.765\t0.019\t1.673\t0.042\t6280\t100\t0.112\t0.087\t0.670\t0.099\t0.565\t0.028\t-0.770\t0.077\t\n",
"OGLE-LMC-RRLYR-19486\t0.706\t0.051\t0.762\t0.019\t1.735\t0.042\t6510\t100\t0.004\t0.087\t0.525\t0.098\t0.517\t0.028\t-0.803\t0.078\t\n",
"OGLE-LMC-RRLYR-19488\t0.707\t0.051\t0.744\t0.019\t1.711\t0.042\t6570\t100\t0.069\t0.087\t0.584\t0.098\t0.507\t0.028\t-0.718\t0.078\t\n",
"OGLE-LMC-RRLYR-19489\t0.656\t0.050\t0.743\t0.019\t1.641\t0.042\t6324\t99\t0.177\t0.088\t0.726\t0.099\t0.558\t0.028\t-0.693\t0.078\t\n",
"OGLE-LMC-RRLYR-19490\t0.653\t0.053\t0.740\t0.020\t1.689\t0.042\t6510\t100\t0.095\t0.088\t0.601\t0.099\t0.515\t0.028\t-0.705\t0.080\t\n",
"OGLE-LMC-RRLYR-19492\t0.607\t0.052\t0.699\t0.020\t1.635\t0.042\t6610\t100\t0.226\t0.088\t0.729\t0.099\t0.497\t0.028\t-0.549\t0.079\t\n",
"OGLE-LMC-RRLYR-19493\t0.664\t0.050\t0.750\t0.019\t1.648\t0.042\t6304\t99\t0.168\t0.087\t0.719\t0.099\t0.564\t0.028\t-0.715\t0.077\t\n",
"OGLE-LMC-RRLYR-19496\t0.726\t0.051\t0.803\t0.020\t1.806\t0.042\t6470\t100\t-0.196\t0.087\t0.338\t0.098\t0.530\t0.028\t-1.022\t0.079\t\n",
"OGLE-LMC-RRLYR-19497\t0.598\t0.051\t0.717\t0.019\t1.672\t0.042\t6620\t100\t0.129\t0.087\t0.626\t0.099\t0.493\t0.028\t-0.635\t0.078\t\n",
"OGLE-LMC-RRLYR-19501\t0.623\t0.053\t0.753\t0.020\t1.719\t0.043\t6520\t100\t-0.007\t0.089\t0.49\t0.10\t0.512\t0.028\t-0.801\t0.081\t\n",
"OGLE-LMC-RRLYR-19508\t0.673\t0.051\t0.749\t0.020\t1.674\t0.042\t6380\t100\t0.115\t0.087\t0.649\t0.099\t0.542\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-19509\t0.595\t0.051\t0.698\t0.019\t1.627\t0.042\t6600\t100\t0.229\t0.087\t0.735\t0.099\t0.500\t0.028\t-0.548\t0.078\t\n",
"OGLE-LMC-RRLYR-19513\t0.645\t0.051\t0.725\t0.019\t1.677\t0.042\t6590\t100\t0.123\t0.087\t0.638\t0.098\t0.504\t0.028\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-19514\t0.572\t0.050\t0.704\t0.019\t1.697\t0.041\t6820\t100\t0.110\t0.087\t0.568\t0.098\t0.451\t0.028\t-0.588\t0.078\t\n",
"OGLE-LMC-RRLYR-19518\t0.603\t0.050\t0.736\t0.019\t1.615\t0.043\t6300\t99\t0.206\t0.088\t0.76\t0.10\t0.565\t0.028\t-0.674\t0.077\t\n",
"OGLE-LMC-RRLYR-19522\t0.577\t0.050\t0.739\t0.019\t1.748\t0.042\t6740\t100\t-0.042\t0.087\t0.430\t0.098\t0.469\t0.028\t-0.772\t0.078\t\n",
"OGLE-LMC-RRLYR-19527\t0.581\t0.051\t0.705\t0.019\t1.681\t0.042\t6740\t100\t0.133\t0.087\t0.605\t0.099\t0.464\t0.029\t-0.586\t0.078\t\n",
"OGLE-LMC-RRLYR-19528\t0.646\t0.050\t0.753\t0.019\t1.659\t0.042\t6330\t100\t0.131\t0.088\t0.68\t0.10\t0.558\t0.028\t-0.735\t0.078\t\n",
"OGLE-LMC-RRLYR-19530\t0.536\t0.050\t0.674\t0.019\t1.614\t0.042\t6730\t100\t0.274\t0.087\t0.746\t0.099\t0.467\t0.028\t-0.451\t0.077\t\n",
"OGLE-LMC-RRLYR-19531\t0.683\t0.051\t0.751\t0.019\t1.702\t0.042\t6470\t100\t0.068\t0.087\t0.590\t0.099\t0.525\t0.028\t-0.752\t0.079\t\n",
"OGLE-LMC-RRLYR-19533\t0.618\t0.051\t0.760\t0.020\t1.720\t0.042\t6480\t100\t-0.005\t0.087\t0.521\t0.098\t0.522\t0.029\t-0.819\t0.079\t\n",
"OGLE-LMC-RRLYR-19534\t0.594\t0.050\t0.783\t0.019\t1.727\t0.042\t6330\t100\t-0.067\t0.087\t0.480\t0.099\t0.551\t0.029\t-0.925\t0.078\t\n",
"OGLE-LMC-RRLYR-19536\t0.757\t0.051\t0.757\t0.019\t1.681\t0.042\t6350\t100\t0.131\t0.087\t0.677\t0.099\t0.552\t0.028\t-0.729\t0.078\t\n",
"OGLE-LMC-RRLYR-19540\t0.605\t0.059\t0.729\t0.021\t1.676\t0.045\t6560\t110\t0.155\t0.093\t0.65\t0.11\t0.498\t0.030\t-0.625\t0.085\t\n",
"OGLE-LMC-RRLYR-19542\t0.621\t0.050\t0.737\t0.019\t1.645\t0.043\t6400\t100\t0.165\t0.090\t0.69\t0.10\t0.531\t0.029\t-0.662\t0.078\t\n",
"OGLE-LMC-RRLYR-19546\t0.635\t0.050\t0.727\t0.019\t1.680\t0.042\t6590\t100\t0.105\t0.087\t0.618\t0.099\t0.505\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-19550\t0.568\t0.050\t0.723\t0.019\t1.695\t0.042\t6660\t100\t0.075\t0.087\t0.561\t0.098\t0.482\t0.028\t-0.673\t0.077\t\n",
"OGLE-LMC-RRLYR-19553\t0.716\t0.051\t0.753\t0.019\t1.695\t0.043\t6430\t100\t0.090\t0.089\t0.61\t0.10\t0.525\t0.028\t-0.729\t0.079\t\n",
"OGLE-LMC-RRLYR-19555\t0.654\t0.050\t0.754\t0.019\t1.636\t0.042\t6234\t99\t0.165\t0.087\t0.738\t0.099\t0.580\t0.028\t-0.740\t0.077\t\n",
"OGLE-LMC-RRLYR-19557\t0.600\t0.051\t0.718\t0.019\t1.678\t0.042\t6650\t100\t0.127\t0.087\t0.628\t0.098\t0.488\t0.028\t-0.625\t0.078\t\n",
"OGLE-LMC-RRLYR-19558\t0.598\t0.051\t0.681\t0.019\t1.575\t0.042\t6520\t100\t0.356\t0.087\t0.873\t0.099\t0.517\t0.028\t-0.449\t0.078\t\n",
"OGLE-LMC-RRLYR-19560\t0.599\t0.060\t0.713\t0.021\t1.602\t0.044\t6380\t110\t0.251\t0.093\t0.80\t0.10\t0.552\t0.029\t-0.602\t0.087\t\n",
"OGLE-LMC-RRLYR-19561\t0.697\t0.051\t0.744\t0.019\t1.687\t0.042\t6460\t100\t0.099\t0.087\t0.623\t0.099\t0.529\t0.028\t-0.725\t0.077\t\n",
"OGLE-LMC-RRLYR-19562\t0.656\t0.053\t0.738\t0.020\t1.723\t0.042\t6650\t100\t0.036\t0.087\t0.535\t0.099\t0.487\t0.028\t-0.720\t0.079\t\n",
"OGLE-LMC-RRLYR-19563\t0.670\t0.051\t0.765\t0.020\t1.736\t0.042\t6500\t100\t-0.030\t0.088\t0.487\t0.099\t0.520\t0.028\t-0.835\t0.079\t\n",
"OGLE-LMC-RRLYR-19564\t0.679\t0.051\t0.747\t0.019\t1.722\t0.042\t6590\t100\t0.026\t0.087\t0.536\t0.098\t0.502\t0.028\t-0.752\t0.078\t\n",
"OGLE-LMC-RRLYR-19566\t0.683\t0.051\t0.741\t0.019\t1.690\t0.042\t6500\t100\t0.113\t0.087\t0.631\t0.099\t0.518\t0.028\t-0.690\t0.078\t\n",
"OGLE-LMC-RRLYR-19567\t0.702\t0.050\t0.754\t0.019\t1.634\t0.042\t6236\t99\t0.181\t0.088\t0.76\t0.10\t0.581\t0.028\t-0.719\t0.077\t\n",
"OGLE-LMC-RRLYR-19569\t0.599\t0.051\t0.705\t0.019\t1.687\t0.042\t6770\t100\t0.121\t0.087\t0.584\t0.099\t0.459\t0.028\t-0.592\t0.078\t\n",
"OGLE-LMC-RRLYR-19572\t0.693\t0.055\t0.748\t0.020\t1.692\t0.042\t6460\t110\t0.095\t0.088\t0.615\t0.099\t0.527\t0.029\t-0.723\t0.081\t\n",
"OGLE-LMC-RRLYR-19578\t0.650\t0.050\t0.712\t0.019\t1.654\t0.042\t6590\t100\t0.184\t0.087\t0.689\t0.099\t0.503\t0.028\t-0.598\t0.077\t\n",
"OGLE-LMC-RRLYR-19579\t0.577\t0.050\t0.711\t0.019\t1.694\t0.042\t6760\t100\t0.091\t0.087\t0.564\t0.098\t0.464\t0.028\t-0.626\t0.077\t\n",
"OGLE-LMC-RRLYR-19580\t0.599\t0.052\t0.729\t0.020\t1.637\t0.043\t6400\t100\t0.185\t0.089\t0.70\t0.10\t0.535\t0.029\t-0.650\t0.079\t\n",
"OGLE-LMC-RRLYR-19581\t0.602\t0.052\t0.677\t0.020\t1.590\t0.042\t6610\t100\t0.353\t0.088\t0.841\t0.099\t0.494\t0.028\t-0.417\t0.079\t\n",
"OGLE-LMC-RRLYR-19582\t0.647\t0.051\t0.751\t0.019\t1.637\t0.042\t6260\t100\t0.179\t0.088\t0.74\t0.10\t0.571\t0.028\t-0.711\t0.078\t\n",
"OGLE-LMC-RRLYR-19585\t0.658\t0.051\t0.741\t0.019\t1.657\t0.042\t6380\t100\t0.131\t0.087\t0.676\t0.099\t0.548\t0.028\t-0.725\t0.078\t\n",
"OGLE-LMC-RRLYR-19589\t0.727\t0.054\t0.778\t0.021\t1.694\t0.043\t6260\t110\t0.061\t0.089\t0.61\t0.10\t0.572\t0.030\t-0.823\t0.083\t\n",
"OGLE-LMC-RRLYR-19591\t0.558\t0.051\t0.746\t0.019\t1.723\t0.042\t6600\t100\t-0.019\t0.087\t0.490\t0.099\t0.501\t0.028\t-0.792\t0.078\t\n",
"OGLE-LMC-RRLYR-19592\t0.605\t0.053\t0.712\t0.020\t1.685\t0.042\t6720\t100\t0.122\t0.087\t0.610\t0.099\t0.473\t0.029\t-0.611\t0.080\t\n",
"OGLE-LMC-RRLYR-19595\t0.733\t0.051\t0.794\t0.020\t1.771\t0.042\t6400\t100\t-0.116\t0.088\t0.41\t0.10\t0.540\t0.028\t-0.952\t0.079\t\n",
"OGLE-LMC-RRLYR-19597\t0.652\t0.055\t0.721\t0.020\t1.605\t0.043\t6350\t110\t0.251\t0.089\t0.81\t0.10\t0.566\t0.031\t-0.615\t0.082\t\n",
"OGLE-LMC-RRLYR-19602\t0.560\t0.051\t0.680\t0.019\t1.666\t0.042\t6880\t100\t0.187\t0.087\t0.635\t0.098\t0.436\t0.028\t-0.488\t0.078\t\n",
"OGLE-LMC-RRLYR-19605\t0.654\t0.050\t0.807\t0.019\t1.783\t0.042\t6370\t100\t-0.168\t0.087\t0.363\t0.099\t0.539\t0.028\t-1.013\t0.078\t\n",
"OGLE-LMC-RRLYR-19606\t0.579\t0.051\t0.712\t0.019\t1.662\t0.042\t6620\t100\t0.158\t0.087\t0.650\t0.099\t0.491\t0.028\t-0.607\t0.078\t\n",
"OGLE-LMC-RRLYR-19608\t0.635\t0.051\t0.751\t0.019\t1.728\t0.042\t6570\t100\t-0.008\t0.087\t0.506\t0.098\t0.507\t0.028\t-0.795\t0.079\t\n",
"OGLE-LMC-RRLYR-19613\t0.577\t0.052\t0.688\t0.019\t1.623\t0.042\t6670\t100\t0.245\t0.088\t0.737\t0.099\t0.484\t0.028\t-0.504\t0.079\t\n",
"OGLE-LMC-RRLYR-19614\t0.764\t0.051\t0.775\t0.019\t1.742\t0.042\t6450\t100\t-0.013\t0.087\t0.524\t0.099\t0.534\t0.028\t-0.844\t0.078\t\n",
"OGLE-LMC-RRLYR-19616\t0.613\t0.052\t0.716\t0.019\t1.663\t0.042\t6610\t100\t0.173\t0.087\t0.679\t0.099\t0.496\t0.028\t-0.594\t0.078\t\n",
"OGLE-LMC-RRLYR-19623\t0.715\t0.052\t0.755\t0.020\t1.659\t0.042\t6290\t100\t0.161\t0.088\t0.711\t0.099\t0.562\t0.028\t-0.720\t0.079\t\n",
"OGLE-LMC-RRLYR-19629\t0.639\t0.051\t0.706\t0.019\t1.621\t0.042\t6500\t100\t0.265\t0.087\t0.775\t0.099\t0.518\t0.028\t-0.545\t0.077\t\n",
"OGLE-LMC-RRLYR-19634\t0.645\t0.051\t0.723\t0.019\t1.616\t0.042\t6360\t100\t0.260\t0.088\t0.792\t0.099\t0.546\t0.028\t-0.594\t0.078\t\n",
"OGLE-LMC-RRLYR-19635\t0.634\t0.052\t0.721\t0.020\t1.693\t0.042\t6670\t100\t0.103\t0.087\t0.593\t0.099\t0.483\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-19637\t0.570\t0.055\t0.701\t0.021\t1.658\t0.042\t6700\t110\t0.175\t0.088\t0.664\t0.099\t0.476\t0.030\t-0.569\t0.082\t\n",
"OGLE-LMC-RRLYR-19638\t0.656\t0.051\t0.735\t0.019\t1.676\t0.042\t6490\t100\t0.124\t0.087\t0.645\t0.099\t0.522\t0.028\t-0.690\t0.078\t\n",
"OGLE-LMC-RRLYR-19639\t0.656\t0.051\t0.723\t0.019\t1.647\t0.042\t6490\t100\t0.224\t0.088\t0.751\t0.099\t0.520\t0.028\t-0.586\t0.079\t\n",
"OGLE-LMC-RRLYR-19641\t0.708\t0.052\t0.729\t0.020\t1.688\t0.042\t6590\t100\t0.139\t0.087\t0.649\t0.099\t0.501\t0.028\t-0.642\t0.079\t\n",
"OGLE-LMC-RRLYR-19643\t0.708\t0.050\t0.762\t0.019\t1.668\t0.043\t6290\t100\t0.125\t0.089\t0.67\t0.10\t0.560\t0.028\t-0.747\t0.078\t\n",
"OGLE-LMC-RRLYR-19644\t0.660\t0.052\t0.714\t0.020\t1.673\t0.042\t6650\t100\t0.179\t0.088\t0.667\t0.099\t0.485\t0.028\t-0.576\t0.079\t\n",
"OGLE-LMC-RRLYR-19647\t0.619\t0.050\t0.739\t0.019\t1.713\t0.042\t6600\t100\t0.046\t0.087\t0.552\t0.099\t0.494\t0.028\t-0.723\t0.077\t\n",
"OGLE-LMC-RRLYR-19649\t0.674\t0.051\t0.741\t0.019\t1.665\t0.042\t6410\t100\t0.150\t0.087\t0.675\t0.098\t0.535\t0.028\t-0.686\t0.078\t\n",
"OGLE-LMC-RRLYR-19653\t0.736\t0.051\t0.754\t0.019\t1.690\t0.042\t6400\t100\t0.109\t0.087\t0.649\t0.098\t0.541\t0.028\t-0.736\t0.078\t\n",
"OGLE-LMC-RRLYR-19662\t0.547\t0.051\t0.720\t0.019\t1.727\t0.042\t6810\t100\t0.010\t0.087\t0.468\t0.099\t0.444\t0.029\t-0.680\t0.078\t\n",
"OGLE-LMC-RRLYR-19663\t0.564\t0.051\t0.674\t0.019\t1.579\t0.042\t6600\t100\t0.343\t0.087\t0.846\t0.099\t0.499\t0.028\t-0.429\t0.077\t\n",
"OGLE-LMC-RRLYR-19666\t0.631\t0.050\t0.741\t0.019\t1.623\t0.042\t6294\t99\t0.224\t0.088\t0.78\t0.10\t0.570\t0.028\t-0.667\t0.077\t\n",
"OGLE-LMC-RRLYR-19669\t0.629\t0.052\t0.711\t0.019\t1.679\t0.042\t6700\t100\t0.136\t0.087\t0.622\t0.099\t0.477\t0.028\t-0.603\t0.079\t\n",
"OGLE-LMC-RRLYR-19675\t0.716\t0.052\t0.773\t0.020\t1.705\t0.042\t6330\t100\t0.048\t0.088\t0.587\t0.099\t0.553\t0.029\t-0.814\t0.079\t\n",
"OGLE-LMC-RRLYR-19678\t0.668\t0.050\t0.746\t0.019\t1.646\t0.042\t6320\t100\t0.181\t0.087\t0.728\t0.099\t0.558\t0.028\t-0.693\t0.077\t\n",
"OGLE-LMC-RRLYR-19680\t0.616\t0.051\t0.764\t0.020\t1.762\t0.042\t6600\t100\t-0.089\t0.088\t0.405\t0.099\t0.496\t0.028\t-0.856\t0.080\t\n",
"OGLE-LMC-RRLYR-19683\t0.690\t0.051\t0.752\t0.019\t1.732\t0.042\t6580\t100\t0.000\t0.087\t0.508\t0.099\t0.504\t0.028\t-0.784\t0.078\t\n",
"OGLE-LMC-RRLYR-19684\t0.659\t0.051\t0.732\t0.019\t1.672\t0.042\t6500\t100\t0.135\t0.087\t0.652\t0.099\t0.520\t0.028\t-0.678\t0.078\t\n",
"OGLE-LMC-RRLYR-19686\t0.572\t0.051\t0.701\t0.019\t1.650\t0.042\t6670\t100\t0.209\t0.087\t0.701\t0.099\t0.481\t0.028\t-0.537\t0.078\t\n",
"OGLE-LMC-RRLYR-19690\t0.703\t0.051\t0.754\t0.019\t1.667\t0.042\t6320\t100\t0.138\t0.087\t0.684\t0.099\t0.557\t0.028\t-0.731\t0.078\t\n",
"OGLE-LMC-RRLYR-19691\t0.642\t0.064\t0.725\t0.024\t1.674\t0.046\t6550\t110\t0.138\t0.095\t0.62\t0.11\t0.502\t0.030\t-0.643\t0.092\t\n",
"OGLE-LMC-RRLYR-19693\t0.533\t0.051\t0.689\t0.019\t1.654\t0.042\t6770\t100\t0.182\t0.087\t0.658\t0.099\t0.459\t0.029\t-0.530\t0.078\t\n",
"OGLE-LMC-RRLYR-19696\t0.738\t0.051\t0.789\t0.020\t1.734\t0.042\t6320\t100\t-0.017\t0.088\t0.531\t0.099\t0.557\t0.028\t-0.883\t0.078\t\n",
"OGLE-LMC-RRLYR-19701\t0.597\t0.050\t0.737\t0.019\t1.612\t0.043\t6280\t100\t0.228\t0.089\t0.78\t0.10\t0.568\t0.028\t-0.659\t0.077\t\n",
"OGLE-LMC-RRLYR-19702\t0.710\t0.052\t0.754\t0.020\t1.737\t0.042\t6590\t100\t0.025\t0.088\t0.531\t0.099\t0.499\t0.028\t-0.751\t0.079\t\n",
"OGLE-LMC-RRLYR-19703\t0.657\t0.052\t0.729\t0.019\t1.712\t0.042\t6690\t100\t0.062\t0.087\t0.539\t0.099\t0.478\t0.029\t-0.680\t0.079\t\n",
"OGLE-LMC-RRLYR-19704\t0.641\t0.051\t0.739\t0.019\t1.705\t0.042\t6590\t100\t0.043\t0.088\t0.556\t0.099\t0.506\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-19706\t0.577\t0.050\t0.711\t0.019\t1.665\t0.042\t6650\t100\t0.141\t0.087\t0.638\t0.098\t0.488\t0.028\t-0.616\t0.078\t\n",
"OGLE-LMC-RRLYR-19707\t0.629\t0.052\t0.703\t0.020\t1.661\t0.042\t6690\t100\t0.214\t0.088\t0.695\t0.099\t0.475\t0.028\t-0.525\t0.079\t\n",
"OGLE-LMC-RRLYR-19709\t0.649\t0.051\t0.747\t0.019\t1.719\t0.042\t6570\t100\t0.041\t0.087\t0.547\t0.099\t0.502\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-19713\t0.575\t0.053\t0.708\t0.020\t1.708\t0.042\t6830\t100\t0.088\t0.088\t0.550\t0.098\t0.450\t0.029\t-0.609\t0.080\t\n",
"OGLE-LMC-RRLYR-19714\t0.588\t0.053\t0.711\t0.020\t1.655\t0.043\t6620\t100\t0.156\t0.089\t0.65\t0.10\t0.497\t0.029\t-0.614\t0.080\t\n",
"OGLE-LMC-RRLYR-19717\t0.564\t0.052\t0.725\t0.020\t1.600\t0.045\t6340\t100\t0.241\t0.092\t0.79\t0.11\t0.552\t0.030\t-0.614\t0.078\t\n",
"OGLE-LMC-RRLYR-19718\t0.637\t0.052\t0.725\t0.020\t1.683\t0.042\t6610\t100\t0.107\t0.087\t0.613\t0.099\t0.499\t0.028\t-0.666\t0.079\t\n",
"OGLE-LMC-RRLYR-19721\t0.680\t0.051\t0.799\t0.019\t1.809\t0.042\t6520\t100\t-0.200\t0.087\t0.327\t0.098\t0.518\t0.028\t-1.005\t0.078\t\n",
"OGLE-LMC-RRLYR-19723\t0.689\t0.052\t0.739\t0.020\t1.693\t0.042\t6530\t100\t0.093\t0.088\t0.59\t0.10\t0.513\t0.029\t-0.706\t0.079\t\n",
"OGLE-LMC-RRLYR-19725\t0.664\t0.051\t0.742\t0.020\t1.646\t0.042\t6340\t100\t0.178\t0.088\t0.71\t0.10\t0.551\t0.028\t-0.681\t0.079\t\n",
"OGLE-LMC-RRLYR-19726\t0.599\t0.051\t0.727\t0.019\t1.613\t0.043\t6360\t100\t0.236\t0.090\t0.77\t0.10\t0.545\t0.029\t-0.614\t0.077\t\n",
"OGLE-LMC-RRLYR-19729\t0.691\t0.050\t0.796\t0.019\t1.743\t0.042\t6300\t100\t-0.086\t0.087\t0.471\t0.099\t0.562\t0.028\t-0.961\t0.078\t\n",
"OGLE-LMC-RRLYR-19734\t0.659\t0.050\t0.793\t0.019\t1.739\t0.042\t6300\t100\t-0.071\t0.088\t0.48\t0.10\t0.559\t0.028\t-0.939\t0.078\t\n",
"OGLE-LMC-RRLYR-19738\t0.700\t0.058\t0.752\t0.021\t1.685\t0.043\t6400\t110\t0.088\t0.090\t0.63\t0.10\t0.546\t0.030\t-0.764\t0.086\t\n",
"OGLE-LMC-RRLYR-19742\t0.655\t0.051\t0.711\t0.019\t1.578\t0.043\t6300\t110\t0.355\t0.089\t0.90\t0.10\t0.561\t0.029\t-0.528\t0.079\t\n",
"OGLE-LMC-RRLYR-19744\t0.636\t0.051\t0.750\t0.019\t1.684\t0.042\t6420\t100\t0.079\t0.087\t0.614\t0.098\t0.534\t0.028\t-0.755\t0.078\t\n",
"OGLE-LMC-RRLYR-19745\t0.666\t0.051\t0.740\t0.019\t1.680\t0.042\t6480\t100\t0.143\t0.087\t0.653\t0.099\t0.518\t0.028\t-0.666\t0.078\t\n",
"OGLE-LMC-RRLYR-19746\t0.721\t0.051\t0.731\t0.020\t1.628\t0.042\t6330\t100\t0.220\t0.088\t0.76\t0.10\t0.557\t0.028\t-0.647\t0.079\t\n",
"OGLE-LMC-RRLYR-19748\t0.732\t0.054\t0.779\t0.020\t1.751\t0.043\t6440\t100\t-0.049\t0.089\t0.47\t0.10\t0.533\t0.029\t-0.878\t0.081\t\n",
"OGLE-LMC-RRLYR-19749\t0.613\t0.050\t0.745\t0.019\t1.616\t0.042\t6220\t100\t0.198\t0.088\t0.78\t0.10\t0.584\t0.028\t-0.707\t0.077\t\n",
"OGLE-LMC-RRLYR-19750\t0.646\t0.054\t0.710\t0.020\t1.691\t0.042\t6730\t100\t0.126\t0.088\t0.609\t0.099\t0.468\t0.029\t-0.601\t0.081\t\n",
"OGLE-LMC-RRLYR-19755\t0.540\t0.050\t0.682\t0.019\t1.616\t0.042\t6680\t100\t0.215\t0.087\t0.71\t0.10\t0.481\t0.028\t-0.528\t0.077\t\n",
"OGLE-LMC-RRLYR-19757\t0.598\t0.052\t0.744\t0.020\t1.741\t0.042\t6670\t100\t-0.036\t0.088\t0.448\t0.099\t0.482\t0.029\t-0.783\t0.080\t\n",
"OGLE-LMC-RRLYR-19768\t0.728\t0.051\t0.780\t0.019\t1.745\t0.042\t6410\t100\t-0.057\t0.088\t0.47\t0.10\t0.540\t0.028\t-0.896\t0.079\t\n",
"OGLE-LMC-RRLYR-19769\t0.652\t0.051\t0.740\t0.020\t1.667\t0.042\t6430\t100\t0.151\t0.087\t0.670\t0.099\t0.528\t0.029\t-0.677\t0.079\t\n",
"OGLE-LMC-RRLYR-19770\t0.676\t0.051\t0.750\t0.019\t1.665\t0.042\t6350\t100\t0.144\t0.087\t0.686\t0.099\t0.548\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-19771\t0.553\t0.051\t0.690\t0.019\t1.639\t0.042\t6700\t100\t0.220\t0.088\t0.69\t0.10\t0.471\t0.029\t-0.517\t0.079\t\n",
"OGLE-LMC-RRLYR-19774\t0.655\t0.051\t0.737\t0.019\t1.661\t0.042\t6430\t100\t0.157\t0.087\t0.680\t0.099\t0.532\t0.028\t-0.671\t0.078\t\n",
"OGLE-LMC-RRLYR-19775\t0.627\t0.051\t0.732\t0.019\t1.674\t0.042\t6500\t100\t0.115\t0.087\t0.626\t0.099\t0.515\t0.028\t-0.688\t0.078\t\n",
"OGLE-LMC-RRLYR-19776\t0.673\t0.051\t0.738\t0.019\t1.717\t0.042\t6630\t100\t0.045\t0.087\t0.548\t0.098\t0.493\t0.028\t-0.719\t0.079\t\n",
"OGLE-LMC-RRLYR-19777\t0.625\t0.054\t0.709\t0.020\t1.685\t0.042\t6730\t100\t0.131\t0.088\t0.616\t0.099\t0.473\t0.028\t-0.601\t0.080\t\n",
"OGLE-LMC-RRLYR-19779\t0.671\t0.057\t0.734\t0.021\t1.691\t0.043\t6570\t110\t0.098\t0.089\t0.60\t0.10\t0.506\t0.031\t-0.691\t0.085\t\n",
"OGLE-LMC-RRLYR-19782\t0.715\t0.054\t0.758\t0.021\t1.665\t0.045\t6300\t110\t0.121\t0.095\t0.68\t0.11\t0.564\t0.030\t-0.749\t0.083\t\n",
"OGLE-LMC-RRLYR-19784\t0.633\t0.053\t0.717\t0.020\t1.700\t0.042\t6730\t100\t0.093\t0.088\t0.579\t0.099\t0.472\t0.029\t-0.638\t0.081\t\n",
"OGLE-LMC-RRLYR-19785\t0.634\t0.054\t0.720\t0.020\t1.684\t0.042\t6650\t100\t0.114\t0.088\t0.621\t0.099\t0.490\t0.028\t-0.645\t0.080\t\n",
"OGLE-LMC-RRLYR-19789\t0.687\t0.051\t0.748\t0.019\t1.676\t0.042\t6410\t100\t0.119\t0.087\t0.653\t0.099\t0.541\t0.028\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-19792\t0.662\t0.052\t0.741\t0.020\t1.695\t0.042\t6520\t100\t0.093\t0.088\t0.603\t0.099\t0.513\t0.028\t-0.707\t0.079\t\n",
"OGLE-LMC-RRLYR-19793\t0.617\t0.051\t0.707\t0.019\t1.648\t0.042\t6600\t100\t0.194\t0.087\t0.690\t0.099\t0.497\t0.028\t-0.578\t0.078\t\n",
"OGLE-LMC-RRLYR-19796\t0.688\t0.052\t0.743\t0.019\t1.702\t0.042\t6550\t100\t0.082\t0.087\t0.601\t0.099\t0.513\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-19798\t0.658\t0.050\t0.749\t0.019\t1.659\t0.042\t6349\t99\t0.139\t0.088\t0.67\t0.10\t0.546\t0.028\t-0.717\t0.077\t\n",
"OGLE-LMC-RRLYR-19806\t0.683\t0.050\t0.755\t0.019\t1.655\t0.042\t6290\t100\t0.151\t0.088\t0.70\t0.10\t0.565\t0.028\t-0.729\t0.078\t\n",
"OGLE-LMC-RRLYR-19808\t0.716\t0.051\t0.795\t0.019\t1.792\t0.042\t6480\t100\t-0.160\t0.087\t0.376\t0.098\t0.529\t0.028\t-0.982\t0.079\t\n",
"OGLE-LMC-RRLYR-19810\t0.654\t0.051\t0.780\t0.019\t1.775\t0.042\t6530\t100\t-0.123\t0.087\t0.395\t0.098\t0.513\t0.028\t-0.920\t0.079\t\n",
"OGLE-LMC-RRLYR-19811\t0.740\t0.051\t0.799\t0.019\t1.827\t0.042\t6580\t100\t-0.223\t0.088\t0.285\t0.099\t0.506\t0.028\t-1.006\t0.079\t\n",
"OGLE-LMC-RRLYR-19812\t0.700\t0.051\t0.778\t0.019\t1.716\t0.042\t6330\t100\t0.007\t0.087\t0.550\t0.099\t0.554\t0.029\t-0.855\t0.078\t\n",
"OGLE-LMC-RRLYR-19819\t0.552\t0.051\t0.687\t0.019\t1.653\t0.042\t6770\t100\t0.194\t0.087\t0.674\t0.098\t0.459\t0.028\t-0.518\t0.079\t\n",
"OGLE-LMC-RRLYR-19822\t0.742\t0.050\t0.763\t0.019\t1.693\t0.042\t6350\t100\t0.113\t0.087\t0.649\t0.099\t0.547\t0.028\t-0.747\t0.078\t\n",
"OGLE-LMC-RRLYR-19824\t0.659\t0.051\t0.716\t0.019\t1.629\t0.042\t6470\t100\t0.258\t0.087\t0.787\t0.099\t0.526\t0.028\t-0.559\t0.078\t\n",
"OGLE-LMC-RRLYR-19825\t0.724\t0.051\t0.745\t0.019\t1.691\t0.042\t6480\t100\t0.116\t0.087\t0.643\t0.099\t0.524\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-19828\t0.590\t0.053\t0.705\t0.020\t1.640\t0.042\t6600\t100\t0.213\t0.087\t0.715\t0.099\t0.499\t0.028\t-0.561\t0.079\t\n",
"OGLE-LMC-RRLYR-19831\t0.670\t0.052\t0.731\t0.020\t1.702\t0.042\t6630\t100\t0.106\t0.087\t0.601\t0.099\t0.489\t0.028\t-0.651\t0.079\t\n",
"OGLE-LMC-RRLYR-19833\t0.683\t0.050\t0.772\t0.019\t1.769\t0.042\t6570\t100\t-0.088\t0.087\t0.433\t0.098\t0.508\t0.028\t-0.875\t0.078\t\n",
"OGLE-LMC-RRLYR-19834\t0.701\t0.052\t0.751\t0.020\t1.689\t0.042\t6430\t100\t0.097\t0.087\t0.621\t0.099\t0.534\t0.028\t-0.737\t0.078\t\n",
"OGLE-LMC-RRLYR-19836\t0.607\t0.050\t0.738\t0.019\t1.620\t0.043\t6310\t100\t0.209\t0.089\t0.76\t0.10\t0.560\t0.028\t-0.661\t0.077\t\n",
"OGLE-LMC-RRLYR-19840\t0.653\t0.055\t0.715\t0.020\t1.698\t0.043\t6720\t100\t0.104\t0.089\t0.59\t0.10\t0.473\t0.028\t-0.631\t0.081\t\n",
"OGLE-LMC-RRLYR-19841\t0.710\t0.053\t0.756\t0.020\t1.695\t0.042\t6410\t110\t0.080\t0.088\t0.617\t0.099\t0.541\t0.029\t-0.765\t0.081\t\n",
"OGLE-LMC-RRLYR-19842\t0.611\t0.051\t0.714\t0.019\t1.633\t0.042\t6490\t100\t0.214\t0.087\t0.735\t0.099\t0.521\t0.028\t-0.600\t0.078\t\n",
"OGLE-LMC-RRLYR-19843\t0.691\t0.050\t0.763\t0.019\t1.680\t0.042\t6320\t100\t0.103\t0.087\t0.650\t0.099\t0.557\t0.028\t-0.766\t0.077\t\n",
"OGLE-LMC-RRLYR-19844\t0.667\t0.052\t0.762\t0.020\t1.693\t0.042\t6370\t100\t0.070\t0.088\t0.611\t0.099\t0.545\t0.028\t-0.781\t0.079\t\n",
"OGLE-LMC-RRLYR-19848\t0.669\t0.051\t0.746\t0.019\t1.658\t0.042\t6350\t100\t0.157\t0.087\t0.699\t0.099\t0.549\t0.028\t-0.702\t0.078\t\n",
"OGLE-LMC-RRLYR-19849\t0.649\t0.052\t0.756\t0.020\t1.704\t0.042\t6440\t100\t0.027\t0.088\t0.57\t0.10\t0.537\t0.028\t-0.803\t0.079\t\n",
"OGLE-LMC-RRLYR-19851\t0.748\t0.050\t0.825\t0.019\t1.797\t0.042\t6300\t100\t-0.185\t0.088\t0.366\t0.099\t0.559\t0.028\t-1.054\t0.078\t\n",
"OGLE-LMC-RRLYR-19852\t0.674\t0.051\t0.743\t0.019\t1.710\t0.042\t6570\t100\t0.052\t0.087\t0.563\t0.099\t0.506\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-19853\t0.752\t0.051\t0.781\t0.020\t1.743\t0.042\t6420\t100\t-0.019\t0.089\t0.49\t0.10\t0.523\t0.028\t-0.839\t0.079\t\n",
"OGLE-LMC-RRLYR-19857\t0.686\t0.052\t0.729\t0.020\t1.669\t0.042\t6500\t100\t0.152\t0.087\t0.662\t0.099\t0.518\t0.029\t-0.659\t0.079\t\n",
"OGLE-LMC-RRLYR-19859\t0.588\t0.050\t0.730\t0.019\t1.610\t0.043\t6310\t100\t0.228\t0.088\t0.78\t0.10\t0.561\t0.028\t-0.657\t0.077\t\n",
"OGLE-LMC-RRLYR-19860\t0.736\t0.051\t0.766\t0.020\t1.703\t0.042\t6370\t100\t0.073\t0.088\t0.602\t0.099\t0.543\t0.028\t-0.777\t0.079\t\n",
"OGLE-LMC-RRLYR-19863\t0.622\t0.051\t0.718\t0.019\t1.682\t0.042\t6660\t100\t0.118\t0.087\t0.611\t0.098\t0.486\t0.028\t-0.638\t0.078\t\n",
"OGLE-LMC-RRLYR-19865\t0.660\t0.050\t0.735\t0.019\t1.700\t0.042\t6590\t100\t0.080\t0.087\t0.579\t0.098\t0.500\t0.028\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-19866\t0.635\t0.053\t0.699\t0.020\t1.669\t0.042\t6730\t100\t0.170\t0.087\t0.655\t0.099\t0.468\t0.029\t-0.559\t0.080\t\n",
"OGLE-LMC-RRLYR-19868\t0.697\t0.050\t0.735\t0.019\t1.668\t0.042\t6478\t99\t0.157\t0.087\t0.678\t0.099\t0.519\t0.028\t-0.648\t0.077\t\n",
"OGLE-LMC-RRLYR-19869\t0.570\t0.051\t0.678\t0.019\t1.651\t0.042\t6850\t100\t0.223\t0.087\t0.678\t0.099\t0.440\t0.028\t-0.458\t0.078\t\n",
"OGLE-LMC-RRLYR-19871\t0.641\t0.052\t0.734\t0.019\t1.711\t0.042\t6640\t100\t0.048\t0.088\t0.552\t0.099\t0.493\t0.028\t-0.714\t0.079\t\n",
"OGLE-LMC-RRLYR-19872\t0.728\t0.053\t0.762\t0.020\t1.708\t0.042\t6400\t100\t0.040\t0.088\t0.581\t0.099\t0.544\t0.029\t-0.811\t0.081\t\n",
"OGLE-LMC-RRLYR-19873\t0.599\t0.058\t0.694\t0.021\t1.656\t0.043\t6750\t110\t0.188\t0.090\t0.66\t0.10\t0.467\t0.030\t-0.537\t0.086\t\n",
"OGLE-LMC-RRLYR-19876\t0.741\t0.050\t0.776\t0.019\t1.689\t0.042\t6258\t99\t0.078\t0.087\t0.639\t0.099\t0.570\t0.028\t-0.812\t0.077\t\n",
"OGLE-LMC-RRLYR-19877\t0.674\t0.051\t0.743\t0.019\t1.687\t0.042\t6480\t100\t0.103\t0.087\t0.627\t0.099\t0.525\t0.028\t-0.714\t0.078\t\n",
"OGLE-LMC-RRLYR-19878\t0.680\t0.050\t0.767\t0.019\t1.689\t0.042\t6320\t100\t0.056\t0.088\t0.60\t0.10\t0.552\t0.028\t-0.808\t0.077\t\n",
"OGLE-LMC-RRLYR-19879\t0.689\t0.051\t0.759\t0.019\t1.738\t0.042\t6550\t100\t-0.003\t0.087\t0.508\t0.098\t0.508\t0.028\t-0.794\t0.078\t\n",
"OGLE-LMC-RRLYR-19883\t0.606\t0.053\t0.750\t0.020\t1.718\t0.042\t6560\t100\t0.002\t0.088\t0.526\t0.099\t0.510\t0.029\t-0.784\t0.080\t\n",
"OGLE-LMC-RRLYR-19884\t0.722\t0.052\t0.849\t0.020\t1.856\t0.042\t6310\t100\t-0.354\t0.088\t0.211\t0.099\t0.563\t0.029\t-1.220\t0.080\t\n",
"OGLE-LMC-RRLYR-19894\t0.643\t0.051\t0.730\t0.019\t1.650\t0.043\t6460\t100\t0.168\t0.090\t0.68\t0.10\t0.519\t0.028\t-0.642\t0.079\t\n",
"OGLE-LMC-RRLYR-19895\t0.649\t0.053\t0.729\t0.020\t1.660\t0.042\t6480\t100\t0.149\t0.088\t0.673\t0.099\t0.526\t0.028\t-0.675\t0.080\t\n",
"OGLE-LMC-RRLYR-19897\t0.596\t0.051\t0.722\t0.019\t1.697\t0.042\t6690\t100\t0.087\t0.087\t0.584\t0.099\t0.483\t0.028\t-0.659\t0.079\t\n",
"OGLE-LMC-RRLYR-19901\t0.660\t0.051\t0.764\t0.019\t1.732\t0.042\t6490\t100\t-0.029\t0.088\t0.499\t0.099\t0.523\t0.028\t-0.844\t0.079\t\n",
"OGLE-LMC-RRLYR-19902\t0.687\t0.051\t0.745\t0.019\t1.678\t0.042\t6430\t100\t0.128\t0.087\t0.651\t0.099\t0.532\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-19904\t0.553\t0.053\t0.679\t0.020\t1.649\t0.042\t6820\t100\t0.215\t0.088\t0.679\t0.099\t0.449\t0.028\t-0.480\t0.080\t\n",
"OGLE-LMC-RRLYR-19906\t0.713\t0.052\t0.763\t0.020\t1.699\t0.042\t6380\t100\t0.082\t0.088\t0.619\t0.099\t0.542\t0.029\t-0.763\t0.079\t\n",
"OGLE-LMC-RRLYR-19909\t0.613\t0.050\t0.752\t0.019\t1.739\t0.042\t6620\t100\t-0.039\t0.087\t0.465\t0.098\t0.497\t0.028\t-0.809\t0.077\t\n",
"OGLE-LMC-RRLYR-19910\t0.699\t0.051\t0.744\t0.019\t1.684\t0.042\t6460\t100\t0.120\t0.087\t0.638\t0.099\t0.527\t0.028\t-0.701\t0.078\t\n",
"OGLE-LMC-RRLYR-19911\t0.641\t0.051\t0.741\t0.019\t1.722\t0.042\t6630\t100\t0.036\t0.087\t0.532\t0.098\t0.490\t0.028\t-0.727\t0.078\t\n",
"OGLE-LMC-RRLYR-19914\t0.686\t0.051\t0.751\t0.019\t1.707\t0.042\t6490\t100\t0.055\t0.087\t0.576\t0.099\t0.523\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-19916\t0.684\t0.051\t0.754\t0.020\t1.627\t0.043\t6210\t100\t0.207\t0.089\t0.78\t0.10\t0.587\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-19917\t0.741\t0.051\t0.751\t0.019\t1.664\t0.042\t6330\t100\t0.176\t0.087\t0.728\t0.099\t0.554\t0.028\t-0.691\t0.078\t\n",
"OGLE-LMC-RRLYR-19919\t0.707\t0.051\t0.794\t0.019\t1.793\t0.042\t6490\t100\t-0.165\t0.087\t0.365\t0.099\t0.525\t0.028\t-0.982\t0.079\t\n",
"OGLE-LMC-RRLYR-19920\t0.655\t0.051\t0.731\t0.019\t1.641\t0.042\t6400\t100\t0.210\t0.087\t0.740\t0.099\t0.539\t0.028\t-0.633\t0.078\t\n",
"OGLE-LMC-RRLYR-19921\t0.627\t0.050\t0.768\t0.019\t1.711\t0.043\t6410\t100\t-0.003\t0.090\t0.53\t0.10\t0.530\t0.029\t-0.824\t0.078\t\n",
"OGLE-LMC-RRLYR-19923\t0.708\t0.052\t0.782\t0.020\t1.759\t0.042\t6440\t100\t-0.087\t0.088\t0.443\t0.099\t0.533\t0.029\t-0.916\t0.080\t\n",
"OGLE-LMC-RRLYR-19927\t0.625\t0.051\t0.716\t0.019\t1.678\t0.042\t6660\t100\t0.131\t0.087\t0.629\t0.098\t0.486\t0.028\t-0.621\t0.077\t\n",
"OGLE-LMC-RRLYR-19930\t0.715\t0.050\t0.773\t0.019\t1.695\t0.042\t6290\t100\t0.054\t0.088\t0.60\t0.10\t0.561\t0.028\t-0.817\t0.077\t\n",
"OGLE-LMC-RRLYR-19931\t0.611\t0.050\t0.740\t0.019\t1.724\t0.042\t6660\t100\t0.005\t0.087\t0.505\t0.098\t0.489\t0.028\t-0.754\t0.077\t\n",
"OGLE-LMC-RRLYR-19936\t0.701\t0.050\t0.765\t0.019\t1.689\t0.042\t6330\t100\t0.077\t0.088\t0.62\t0.10\t0.554\t0.028\t-0.786\t0.078\t\n",
"OGLE-LMC-RRLYR-19939\t0.660\t0.052\t0.734\t0.019\t1.674\t0.042\t6500\t100\t0.144\t0.087\t0.655\t0.099\t0.517\t0.028\t-0.659\t0.078\t\n",
"OGLE-LMC-RRLYR-19940\t0.638\t0.051\t0.709\t0.019\t1.670\t0.042\t6690\t100\t0.170\t0.087\t0.659\t0.099\t0.481\t0.028\t-0.577\t0.077\t\n",
"OGLE-LMC-RRLYR-19942\t0.612\t0.051\t0.711\t0.019\t1.679\t0.042\t6690\t100\t0.128\t0.088\t0.60\t0.10\t0.469\t0.028\t-0.608\t0.078\t\n",
"OGLE-LMC-RRLYR-19944\t0.602\t0.051\t0.719\t0.019\t1.675\t0.042\t6630\t100\t0.133\t0.087\t0.636\t0.098\t0.492\t0.028\t-0.630\t0.078\t\n",
"OGLE-LMC-RRLYR-19945\t0.693\t0.051\t0.741\t0.019\t1.710\t0.042\t6590\t100\t0.060\t0.087\t0.567\t0.099\t0.504\t0.028\t-0.722\t0.077\t\n",
"OGLE-LMC-RRLYR-19948\t0.709\t0.053\t0.752\t0.020\t1.692\t0.042\t6430\t100\t0.104\t0.088\t0.624\t0.099\t0.532\t0.029\t-0.726\t0.080\t\n",
"OGLE-LMC-RRLYR-19950\t0.653\t0.052\t0.741\t0.020\t1.659\t0.042\t6390\t100\t0.149\t0.088\t0.67\t0.10\t0.540\t0.029\t-0.693\t0.079\t\n",
"OGLE-LMC-RRLYR-19954\t0.595\t0.051\t0.727\t0.019\t1.695\t0.042\t6640\t100\t0.078\t0.087\t0.579\t0.098\t0.490\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-19955\t0.639\t0.056\t0.735\t0.022\t1.643\t0.046\t6370\t100\t0.170\t0.093\t0.71\t0.11\t0.546\t0.029\t-0.687\t0.085\t\n",
"OGLE-LMC-RRLYR-19959\t0.634\t0.050\t0.748\t0.019\t1.638\t0.042\t6293\t99\t0.174\t0.088\t0.73\t0.10\t0.568\t0.028\t-0.711\t0.077\t\n",
"OGLE-LMC-RRLYR-19961\t0.578\t0.051\t0.683\t0.019\t1.631\t0.042\t6740\t100\t0.237\t0.087\t0.721\t0.099\t0.469\t0.028\t-0.488\t0.078\t\n",
"OGLE-LMC-RRLYR-19962\t0.724\t0.051\t0.773\t0.019\t1.705\t0.042\t6320\t100\t0.050\t0.087\t0.589\t0.099\t0.553\t0.028\t-0.814\t0.078\t\n",
"OGLE-LMC-RRLYR-19969\t0.569\t0.051\t0.687\t0.019\t1.668\t0.042\t6840\t100\t0.175\t0.087\t0.634\t0.098\t0.446\t0.028\t-0.514\t0.078\t\n",
"OGLE-LMC-RRLYR-19972\t0.644\t0.051\t0.695\t0.019\t1.589\t0.042\t6470\t100\t0.320\t0.088\t0.83\t0.10\t0.518\t0.028\t-0.490\t0.078\t\n",
"OGLE-LMC-RRLYR-19977\t0.717\t0.050\t0.753\t0.019\t1.681\t0.042\t6380\t100\t0.105\t0.087\t0.649\t0.099\t0.548\t0.028\t-0.752\t0.077\t\n",
"OGLE-LMC-RRLYR-19978\t0.547\t0.052\t0.683\t0.019\t1.617\t0.042\t6670\t100\t0.270\t0.088\t0.749\t0.099\t0.479\t0.028\t-0.475\t0.079\t\n",
"OGLE-LMC-RRLYR-19979\t0.613\t0.052\t0.739\t0.020\t1.744\t0.042\t6740\t100\t-0.019\t0.087\t0.461\t0.098\t0.471\t0.029\t-0.748\t0.080\t\n",
"OGLE-LMC-RRLYR-19980\t0.631\t0.052\t0.719\t0.020\t1.657\t0.042\t6550\t100\t0.194\t0.088\t0.702\t0.099\t0.506\t0.028\t-0.598\t0.080\t\n",
"OGLE-LMC-RRLYR-19982\t0.650\t0.050\t0.711\t0.019\t1.667\t0.042\t6650\t100\t0.175\t0.087\t0.667\t0.098\t0.487\t0.028\t-0.581\t0.077\t\n",
"OGLE-LMC-RRLYR-19983\t0.644\t0.050\t0.753\t0.019\t1.729\t0.042\t6570\t100\t-0.015\t0.087\t0.496\t0.099\t0.508\t0.028\t-0.802\t0.077\t\n",
"OGLE-LMC-RRLYR-19984\t0.733\t0.056\t0.779\t0.020\t1.785\t0.043\t6580\t100\t-0.106\t0.089\t0.41\t0.10\t0.508\t0.028\t-0.893\t0.082\t\n",
"OGLE-LMC-RRLYR-19985\t0.705\t0.051\t0.778\t0.019\t1.778\t0.042\t6560\t100\t-0.111\t0.089\t0.38\t0.10\t0.490\t0.029\t-0.875\t0.079\t\n",
"OGLE-LMC-RRLYR-19986\t0.664\t0.053\t0.727\t0.020\t1.684\t0.042\t6600\t100\t0.110\t0.088\t0.612\t0.099\t0.500\t0.029\t-0.666\t0.080\t\n",
"OGLE-LMC-RRLYR-19990\t0.633\t0.050\t0.775\t0.019\t1.714\t0.042\t6355\t99\t-0.002\t0.087\t0.534\t0.099\t0.548\t0.028\t-0.864\t0.077\t\n",
"OGLE-LMC-RRLYR-19991\t0.697\t0.051\t0.824\t0.020\t1.813\t0.043\t6340\t100\t-0.239\t0.089\t0.30\t0.10\t0.552\t0.028\t-1.094\t0.080\t\n",
"OGLE-LMC-RRLYR-19994\t0.671\t0.052\t0.730\t0.019\t1.687\t0.042\t6580\t100\t0.103\t0.087\t0.619\t0.099\t0.506\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-19996\t0.732\t0.053\t0.764\t0.020\t1.725\t0.042\t6460\t100\t0.019\t0.088\t0.540\t0.099\t0.528\t0.028\t-0.800\t0.079\t\n",
"OGLE-LMC-RRLYR-19997\t0.636\t0.051\t0.764\t0.019\t1.762\t0.042\t6610\t100\t-0.089\t0.087\t0.414\t0.099\t0.497\t0.029\t-0.859\t0.079\t\n",
"OGLE-LMC-RRLYR-19999\t0.594\t0.051\t0.694\t0.019\t1.640\t0.042\t6690\t100\t0.240\t0.087\t0.721\t0.099\t0.477\t0.028\t-0.498\t0.078\t\n",
"OGLE-LMC-RRLYR-20006\t0.646\t0.051\t0.728\t0.019\t1.684\t0.042\t6590\t100\t0.121\t0.087\t0.625\t0.098\t0.501\t0.028\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-20007\t0.640\t0.050\t0.739\t0.019\t1.643\t0.042\t6360\t100\t0.184\t0.087\t0.720\t0.099\t0.549\t0.028\t-0.671\t0.078\t\n",
"OGLE-LMC-RRLYR-20010\t0.549\t0.051\t0.706\t0.019\t1.648\t0.042\t6630\t100\t0.172\t0.087\t0.675\t0.099\t0.490\t0.028\t-0.586\t0.077\t\n",
"OGLE-LMC-RRLYR-20011\t0.599\t0.054\t0.717\t0.020\t1.728\t0.042\t6830\t100\t0.049\t0.088\t0.509\t0.099\t0.448\t0.028\t-0.641\t0.080\t\n",
"OGLE-LMC-RRLYR-20016\t0.629\t0.053\t0.696\t0.020\t1.674\t0.042\t6780\t100\t0.168\t0.088\t0.639\t0.099\t0.459\t0.029\t-0.545\t0.081\t\n",
"OGLE-LMC-RRLYR-20018\t0.581\t0.060\t0.698\t0.021\t1.630\t0.045\t6610\t110\t0.223\t0.092\t0.72\t0.10\t0.496\t0.030\t-0.546\t0.086\t\n",
"OGLE-LMC-RRLYR-20019\t0.628\t0.050\t0.709\t0.019\t1.655\t0.042\t6610\t100\t0.192\t0.087\t0.689\t0.098\t0.495\t0.028\t-0.579\t0.077\t\n",
"OGLE-LMC-RRLYR-20021\t0.607\t0.050\t0.740\t0.019\t1.614\t0.042\t6270\t100\t0.212\t0.088\t0.78\t0.10\t0.575\t0.028\t-0.684\t0.077\t\n",
"OGLE-LMC-RRLYR-20029\t0.675\t0.052\t0.748\t0.020\t1.688\t0.042\t6440\t100\t0.089\t0.088\t0.621\t0.099\t0.533\t0.029\t-0.746\t0.079\t\n",
"OGLE-LMC-RRLYR-20032\t0.630\t0.050\t0.743\t0.019\t1.647\t0.042\t6370\t100\t0.169\t0.089\t0.70\t0.10\t0.543\t0.029\t-0.679\t0.077\t\n",
"OGLE-LMC-RRLYR-20037\t0.686\t0.051\t0.760\t0.019\t1.678\t0.042\t6330\t100\t0.107\t0.088\t0.65\t0.10\t0.555\t0.028\t-0.756\t0.078\t\n",
"OGLE-LMC-RRLYR-20038\t0.592\t0.051\t0.739\t0.019\t1.757\t0.042\t6790\t100\t-0.040\t0.087\t0.425\t0.098\t0.457\t0.028\t-0.748\t0.079\t\n",
"OGLE-LMC-RRLYR-20040\t0.600\t0.051\t0.746\t0.020\t1.769\t0.042\t6770\t100\t-0.069\t0.088\t0.400\t0.098\t0.462\t0.028\t-0.784\t0.080\t\n",
"OGLE-LMC-RRLYR-20042\t0.637\t0.051\t0.706\t0.019\t1.678\t0.042\t6720\t100\t0.151\t0.087\t0.629\t0.098\t0.471\t0.028\t-0.579\t0.079\t\n",
"OGLE-LMC-RRLYR-20043\t0.657\t0.051\t0.727\t0.019\t1.664\t0.042\t6520\t100\t0.185\t0.088\t0.690\t0.099\t0.512\t0.028\t-0.614\t0.079\t\n",
"OGLE-LMC-RRLYR-20046\t0.734\t0.052\t0.804\t0.020\t1.818\t0.042\t6510\t100\t-0.208\t0.088\t0.315\t0.099\t0.520\t0.029\t-1.017\t0.080\t\n",
"OGLE-LMC-RRLYR-20050\t0.684\t0.054\t0.754\t0.020\t1.710\t0.042\t6490\t100\t0.055\t0.088\t0.558\t0.099\t0.517\t0.029\t-0.749\t0.081\t\n",
"OGLE-LMC-RRLYR-20052\t0.560\t0.050\t0.674\t0.019\t1.653\t0.042\t6870\t100\t0.214\t0.087\t0.661\t0.098\t0.437\t0.028\t-0.463\t0.077\t\n",
"OGLE-LMC-RRLYR-20054\t0.572\t0.051\t0.673\t0.019\t1.608\t0.042\t6700\t100\t0.287\t0.088\t0.75\t0.10\t0.467\t0.029\t-0.445\t0.078\t\n",
"OGLE-LMC-RRLYR-20056\t0.645\t0.052\t0.719\t0.019\t1.689\t0.042\t6680\t100\t0.118\t0.087\t0.610\t0.098\t0.483\t0.028\t-0.629\t0.078\t\n",
"OGLE-LMC-RRLYR-20068\t0.597\t0.051\t0.747\t0.019\t1.701\t0.042\t6510\t100\t0.026\t0.088\t0.546\t0.099\t0.518\t0.028\t-0.773\t0.079\t\n",
"OGLE-LMC-RRLYR-20069\t0.728\t0.050\t0.769\t0.019\t1.685\t0.042\t6290\t99\t0.098\t0.087\t0.649\t0.099\t0.562\t0.028\t-0.783\t0.077\t\n",
"OGLE-LMC-RRLYR-20073\t0.637\t0.051\t0.731\t0.019\t1.678\t0.042\t6540\t100\t0.129\t0.087\t0.638\t0.098\t0.510\t0.028\t-0.664\t0.078\t\n",
"OGLE-LMC-RRLYR-20080\t0.741\t0.052\t0.754\t0.019\t1.712\t0.042\t6490\t100\t0.058\t0.087\t0.588\t0.099\t0.527\t0.028\t-0.763\t0.078\t\n",
"OGLE-LMC-RRLYR-20081\t0.628\t0.054\t0.753\t0.021\t1.676\t0.042\t6360\t110\t0.081\t0.088\t0.628\t0.099\t0.548\t0.030\t-0.773\t0.081\t\n",
"OGLE-LMC-RRLYR-20082\t0.619\t0.051\t0.722\t0.019\t1.689\t0.042\t6650\t100\t0.110\t0.087\t0.602\t0.099\t0.486\t0.028\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-20086\t0.586\t0.051\t0.701\t0.019\t1.667\t0.042\t6720\t100\t0.173\t0.087\t0.650\t0.098\t0.467\t0.028\t-0.554\t0.078\t\n",
"OGLE-LMC-RRLYR-20090\t0.671\t0.052\t0.743\t0.020\t1.663\t0.042\t6390\t100\t0.149\t0.088\t0.675\t0.099\t0.539\t0.028\t-0.692\t0.079\t\n",
"OGLE-LMC-RRLYR-20093\t0.681\t0.052\t0.769\t0.020\t1.734\t0.042\t6460\t100\t-0.030\t0.088\t0.497\t0.099\t0.530\t0.029\t-0.853\t0.079\t\n",
"OGLE-LMC-RRLYR-20099\t0.568\t0.051\t0.723\t0.019\t1.697\t0.042\t6670\t100\t0.065\t0.087\t0.549\t0.098\t0.479\t0.028\t-0.680\t0.077\t\n",
"OGLE-LMC-RRLYR-20103\t0.680\t0.050\t0.753\t0.019\t1.641\t0.042\t6240\t100\t0.166\t0.088\t0.73\t0.10\t0.572\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-20107\t0.619\t0.050\t0.760\t0.019\t1.709\t0.043\t6470\t100\t0.004\t0.090\t0.52\t0.10\t0.518\t0.029\t-0.798\t0.078\t\n",
"OGLE-LMC-RRLYR-20111\t0.673\t0.050\t0.742\t0.019\t1.627\t0.042\t6299\t99\t0.207\t0.088\t0.77\t0.10\t0.569\t0.028\t-0.673\t0.078\t\n",
"OGLE-LMC-RRLYR-20112\t0.703\t0.056\t0.756\t0.021\t1.681\t0.043\t6340\t100\t0.083\t0.090\t0.63\t0.10\t0.556\t0.029\t-0.789\t0.083\t\n",
"OGLE-LMC-RRLYR-20118\t0.713\t0.050\t0.764\t0.019\t1.676\t0.042\t6290\t100\t0.117\t0.087\t0.666\t0.099\t0.561\t0.028\t-0.765\t0.078\t\n",
"OGLE-LMC-RRLYR-20119\t0.570\t0.051\t0.683\t0.019\t1.640\t0.042\t6760\t100\t0.231\t0.087\t0.705\t0.098\t0.463\t0.028\t-0.484\t0.078\t\n",
"OGLE-LMC-RRLYR-20122\t0.697\t0.050\t0.792\t0.019\t1.801\t0.042\t6530\t100\t-0.173\t0.087\t0.350\t0.098\t0.515\t0.028\t-0.976\t0.078\t\n",
"OGLE-LMC-RRLYR-20124\t0.663\t0.052\t0.788\t0.020\t1.739\t0.043\t6340\t100\t-0.065\t0.089\t0.47\t0.10\t0.550\t0.028\t-0.924\t0.080\t\n",
"OGLE-LMC-RRLYR-20125\t0.639\t0.050\t0.811\t0.019\t1.821\t0.042\t6460\t100\t-0.252\t0.087\t0.267\t0.099\t0.522\t0.028\t-1.059\t0.078\t\n",
"OGLE-LMC-RRLYR-20127\t0.660\t0.051\t0.723\t0.019\t1.690\t0.042\t6640\t100\t0.139\t0.087\t0.625\t0.099\t0.485\t0.028\t-0.616\t0.078\t\n",
"OGLE-LMC-RRLYR-20129\t0.685\t0.051\t0.746\t0.019\t1.716\t0.042\t6560\t100\t0.053\t0.087\t0.561\t0.099\t0.506\t0.028\t-0.740\t0.078\t\n",
"OGLE-LMC-RRLYR-20145\t0.636\t0.051\t0.765\t0.019\t1.768\t0.042\t6620\t100\t-0.095\t0.087\t0.406\t0.099\t0.496\t0.028\t-0.863\t0.078\t\n",
"OGLE-LMC-RRLYR-20146\t0.532\t0.050\t0.707\t0.019\t1.709\t0.041\t6840\t100\t0.075\t0.087\t0.529\t0.098\t0.444\t0.028\t-0.614\t0.078\t\n",
"OGLE-LMC-RRLYR-20147\t0.696\t0.052\t0.764\t0.020\t1.703\t0.042\t6380\t100\t0.044\t0.088\t0.586\t0.099\t0.546\t0.028\t-0.801\t0.079\t\n",
"OGLE-LMC-RRLYR-20148\t0.648\t0.051\t0.728\t0.019\t1.704\t0.042\t6670\t100\t0.074\t0.087\t0.567\t0.098\t0.485\t0.028\t-0.676\t0.078\t\n",
"OGLE-LMC-RRLYR-20149\t0.716\t0.051\t0.756\t0.019\t1.696\t0.042\t6410\t100\t0.080\t0.087\t0.606\t0.099\t0.537\t0.028\t-0.757\t0.078\t\n",
"OGLE-LMC-RRLYR-20154\t0.744\t0.051\t0.765\t0.019\t1.713\t0.042\t6400\t100\t0.033\t0.087\t0.577\t0.098\t0.543\t0.028\t-0.815\t0.078\t\n",
"OGLE-LMC-RRLYR-20157\t0.628\t0.052\t0.719\t0.020\t1.692\t0.042\t6690\t100\t0.099\t0.088\t0.597\t0.099\t0.483\t0.028\t-0.649\t0.079\t\n",
"OGLE-LMC-RRLYR-20161\t0.749\t0.052\t0.750\t0.019\t1.725\t0.042\t6570\t100\t0.033\t0.087\t0.54\t0.10\t0.509\t0.029\t-0.755\t0.078\t\n",
"OGLE-LMC-RRLYR-20162\t0.656\t0.051\t0.735\t0.019\t1.670\t0.042\t6470\t100\t0.121\t0.087\t0.648\t0.099\t0.529\t0.028\t-0.700\t0.078\t\n",
"OGLE-LMC-RRLYR-20163\t0.620\t0.050\t0.745\t0.019\t1.742\t0.042\t6680\t100\t-0.025\t0.087\t0.461\t0.098\t0.481\t0.028\t-0.772\t0.078\t\n",
"OGLE-LMC-RRLYR-20164\t0.611\t0.050\t0.719\t0.019\t1.692\t0.042\t6680\t100\t0.101\t0.087\t0.579\t0.099\t0.480\t0.028\t-0.643\t0.078\t\n",
"OGLE-LMC-RRLYR-20166\t0.605\t0.051\t0.696\t0.019\t1.602\t0.042\t6500\t100\t0.285\t0.088\t0.808\t0.099\t0.521\t0.028\t-0.530\t0.078\t\n",
"OGLE-LMC-RRLYR-20168\t0.599\t0.051\t0.710\t0.019\t1.685\t0.042\t6740\t100\t0.119\t0.087\t0.600\t0.098\t0.470\t0.028\t-0.608\t0.079\t\n",
"OGLE-LMC-RRLYR-20174\t0.601\t0.052\t0.724\t0.019\t1.655\t0.042\t6510\t100\t0.168\t0.087\t0.683\t0.099\t0.515\t0.029\t-0.634\t0.079\t\n",
"OGLE-LMC-RRLYR-20175\t0.745\t0.052\t0.779\t0.020\t1.720\t0.042\t6330\t100\t0.009\t0.088\t0.567\t0.099\t0.558\t0.029\t-0.857\t0.079\t\n",
"OGLE-LMC-RRLYR-20178\t0.594\t0.052\t0.702\t0.019\t1.655\t0.042\t6670\t100\t0.181\t0.087\t0.666\t0.099\t0.482\t0.028\t-0.568\t0.078\t\n",
"OGLE-LMC-RRLYR-20179\t0.563\t0.050\t0.717\t0.019\t1.588\t0.043\t6340\t100\t0.269\t0.089\t0.81\t0.10\t0.552\t0.028\t-0.592\t0.077\t\n",
"OGLE-LMC-RRLYR-20180\t0.547\t0.050\t0.696\t0.019\t1.685\t0.041\t6840\t100\t0.130\t0.087\t0.586\t0.098\t0.446\t0.028\t-0.559\t0.077\t\n",
"OGLE-LMC-RRLYR-20181\t0.567\t0.053\t0.696\t0.020\t1.681\t0.042\t6820\t100\t0.142\t0.088\t0.600\t0.099\t0.452\t0.028\t-0.559\t0.080\t\n",
"OGLE-LMC-RRLYR-20182\t0.559\t0.051\t0.728\t0.019\t1.683\t0.042\t6600\t100\t0.086\t0.088\t0.588\t0.099\t0.496\t0.028\t-0.686\t0.078\t\n",
"OGLE-LMC-RRLYR-20186\t0.674\t0.050\t0.752\t0.019\t1.695\t0.042\t6450\t100\t0.078\t0.087\t0.601\t0.098\t0.529\t0.028\t-0.747\t0.077\t\n",
"OGLE-LMC-RRLYR-20187\t0.657\t0.050\t0.730\t0.019\t1.674\t0.042\t6540\t100\t0.118\t0.087\t0.638\t0.099\t0.515\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-20188\t0.524\t0.054\t0.680\t0.020\t1.646\t0.042\t6810\t100\t0.201\t0.088\t0.669\t0.099\t0.451\t0.029\t-0.500\t0.082\t\n",
"OGLE-LMC-RRLYR-20190\t0.665\t0.050\t0.734\t0.019\t1.694\t0.042\t6580\t100\t0.082\t0.087\t0.597\t0.099\t0.507\t0.028\t-0.706\t0.078\t\n",
"OGLE-LMC-RRLYR-20192\t0.579\t0.052\t0.729\t0.020\t1.694\t0.042\t6610\t100\t0.067\t0.088\t0.561\t0.099\t0.494\t0.029\t-0.698\t0.080\t\n",
"OGLE-LMC-RRLYR-20194\t0.593\t0.051\t0.710\t0.019\t1.658\t0.042\t6640\t100\t0.165\t0.089\t0.64\t0.10\t0.479\t0.028\t-0.575\t0.079\t\n",
"OGLE-LMC-RRLYR-20196\t0.572\t0.050\t0.725\t0.019\t1.722\t0.041\t6760\t100\t0.027\t0.087\t0.498\t0.098\t0.466\t0.028\t-0.696\t0.077\t\n",
"OGLE-LMC-RRLYR-20200\t0.542\t0.049\t0.690\t0.019\t1.620\t0.041\t6650\t100\t0.232\t0.087\t0.733\t0.098\t0.489\t0.028\t-0.527\t0.077\t\n",
"OGLE-LMC-RRLYR-20201\t0.638\t0.052\t0.712\t0.020\t1.679\t0.042\t6680\t100\t0.137\t0.088\t0.632\t0.099\t0.482\t0.028\t-0.614\t0.080\t\n",
"OGLE-LMC-RRLYR-20204\t0.627\t0.050\t0.740\t0.019\t1.620\t0.042\t6280\t100\t0.210\t0.088\t0.775\t0.099\t0.569\t0.028\t-0.679\t0.077\t\n",
"OGLE-LMC-RRLYR-20206\t0.614\t0.052\t0.746\t0.020\t1.708\t0.042\t6530\t100\t0.029\t0.087\t0.542\t0.099\t0.511\t0.028\t-0.764\t0.079\t\n",
"OGLE-LMC-RRLYR-20207\t0.551\t0.051\t0.719\t0.019\t1.714\t0.042\t6780\t100\t0.043\t0.088\t0.512\t0.099\t0.460\t0.028\t-0.667\t0.079\t\n",
"OGLE-LMC-RRLYR-20210\t0.590\t0.053\t0.688\t0.020\t1.667\t0.042\t6820\t100\t0.184\t0.088\t0.647\t0.099\t0.452\t0.029\t-0.517\t0.081\t\n",
"OGLE-LMC-RRLYR-20211\t0.612\t0.051\t0.726\t0.019\t1.667\t0.042\t6540\t100\t0.124\t0.088\t0.644\t0.099\t0.514\t0.028\t-0.674\t0.079\t\n",
"OGLE-LMC-RRLYR-20212\t0.759\t0.050\t0.769\t0.019\t1.652\t0.042\t6185\t99\t0.161\t0.087\t0.743\t0.099\t0.589\t0.028\t-0.766\t0.077\t\n",
"OGLE-LMC-RRLYR-20213\t0.563\t0.053\t0.674\t0.020\t1.547\t0.042\t6480\t110\t0.421\t0.088\t0.93\t0.10\t0.523\t0.029\t-0.396\t0.080\t\n",
"OGLE-LMC-RRLYR-20214\t0.617\t0.051\t0.712\t0.019\t1.668\t0.042\t6650\t100\t0.145\t0.087\t0.644\t0.099\t0.490\t0.029\t-0.616\t0.078\t\n",
"OGLE-LMC-RRLYR-20220\t0.619\t0.051\t0.718\t0.019\t1.687\t0.042\t6670\t100\t0.116\t0.087\t0.604\t0.098\t0.480\t0.028\t-0.629\t0.078\t\n",
"OGLE-LMC-RRLYR-20222\t0.708\t0.050\t0.769\t0.019\t1.687\t0.042\t6290\t100\t0.074\t0.088\t0.62\t0.10\t0.561\t0.028\t-0.799\t0.078\t\n",
"OGLE-LMC-RRLYR-20223\t0.688\t0.050\t0.771\t0.019\t1.677\t0.042\t6267\t99\t0.091\t0.087\t0.655\t0.099\t0.570\t0.028\t-0.795\t0.077\t\n",
"OGLE-LMC-RRLYR-20225\t0.617\t0.052\t0.726\t0.020\t1.677\t0.042\t6590\t100\t0.116\t0.087\t0.630\t0.099\t0.503\t0.029\t-0.665\t0.079\t\n",
"OGLE-LMC-RRLYR-20226\t0.634\t0.050\t0.710\t0.019\t1.571\t0.042\t6310\t100\t0.336\t0.087\t0.895\t0.099\t0.568\t0.028\t-0.541\t0.077\t\n",
"OGLE-LMC-RRLYR-20227\t0.625\t0.050\t0.737\t0.019\t1.643\t0.043\t6400\t100\t0.172\t0.090\t0.70\t0.10\t0.530\t0.029\t-0.654\t0.078\t\n",
"OGLE-LMC-RRLYR-20229\t0.677\t0.050\t0.811\t0.019\t1.790\t0.042\t6350\t100\t-0.191\t0.087\t0.349\t0.099\t0.547\t0.028\t-1.042\t0.078\t\n",
"OGLE-LMC-RRLYR-20236\t0.602\t0.058\t0.753\t0.022\t1.750\t0.043\t6650\t110\t-0.065\t0.091\t0.43\t0.10\t0.489\t0.031\t-0.824\t0.089\t\n",
"OGLE-LMC-RRLYR-20238\t0.645\t0.050\t0.805\t0.019\t1.807\t0.042\t6450\t100\t-0.224\t0.087\t0.296\t0.099\t0.525\t0.028\t-1.037\t0.078\t\n",
"OGLE-LMC-RRLYR-20243\t0.682\t0.052\t0.746\t0.020\t1.688\t0.042\t6460\t100\t0.115\t0.088\t0.644\t0.099\t0.527\t0.028\t-0.712\t0.080\t\n",
"OGLE-LMC-RRLYR-20245\t0.621\t0.052\t0.751\t0.020\t1.752\t0.042\t6670\t100\t-0.060\t0.088\t0.436\t0.099\t0.488\t0.029\t-0.817\t0.080\t\n",
"OGLE-LMC-RRLYR-20246\t0.676\t0.054\t0.759\t0.020\t1.747\t0.042\t6590\t100\t-0.044\t0.088\t0.470\t0.099\t0.505\t0.029\t-0.828\t0.081\t\n",
"OGLE-LMC-RRLYR-20252\t0.571\t0.050\t0.711\t0.019\t1.706\t0.042\t6800\t100\t0.078\t0.087\t0.539\t0.098\t0.454\t0.028\t-0.622\t0.077\t\n",
"OGLE-LMC-RRLYR-20258\t0.749\t0.051\t0.804\t0.019\t1.801\t0.042\t6440\t100\t-0.179\t0.087\t0.359\t0.099\t0.535\t0.028\t-1.014\t0.079\t\n",
"OGLE-LMC-RRLYR-20262\t0.720\t0.051\t0.772\t0.020\t1.679\t0.042\t6260\t100\t0.089\t0.088\t0.65\t0.10\t0.575\t0.029\t-0.802\t0.079\t\n",
"OGLE-LMC-RRLYR-20263\t0.652\t0.052\t0.702\t0.020\t1.590\t0.042\t6430\t100\t0.345\t0.088\t0.867\t0.099\t0.533\t0.029\t-0.486\t0.080\t\n",
"OGLE-LMC-RRLYR-20274\t0.527\t0.051\t0.683\t0.019\t1.642\t0.042\t6780\t100\t0.205\t0.087\t0.677\t0.098\t0.460\t0.028\t-0.505\t0.078\t\n",
"OGLE-LMC-RRLYR-20275\t0.607\t0.050\t0.712\t0.019\t1.672\t0.042\t6660\t100\t0.139\t0.087\t0.636\t0.098\t0.485\t0.028\t-0.613\t0.078\t\n",
"OGLE-LMC-RRLYR-20280\t0.597\t0.051\t0.716\t0.019\t1.650\t0.042\t6540\t100\t0.191\t0.087\t0.693\t0.098\t0.507\t0.028\t-0.598\t0.078\t\n",
"OGLE-LMC-RRLYR-20281\t0.607\t0.057\t0.717\t0.021\t1.655\t0.044\t6530\t110\t0.142\t0.092\t0.68\t0.10\t0.516\t0.029\t-0.658\t0.085\t\n",
"OGLE-LMC-RRLYR-20285\t0.636\t0.052\t0.716\t0.020\t1.628\t0.042\t6470\t100\t0.253\t0.087\t0.770\t0.099\t0.524\t0.029\t-0.564\t0.079\t\n",
"OGLE-LMC-RRLYR-20286\t0.568\t0.052\t0.694\t0.019\t1.654\t0.042\t6730\t100\t0.181\t0.087\t0.662\t0.099\t0.467\t0.028\t-0.544\t0.079\t\n",
"OGLE-LMC-RRLYR-20289\t0.617\t0.051\t0.702\t0.019\t1.623\t0.042\t6540\t100\t0.288\t0.089\t0.79\t0.10\t0.505\t0.028\t-0.504\t0.079\t\n",
"OGLE-LMC-RRLYR-20291\t0.700\t0.053\t0.756\t0.020\t1.694\t0.042\t6420\t100\t0.088\t0.088\t0.615\t0.099\t0.536\t0.029\t-0.746\t0.080\t\n",
"OGLE-LMC-RRLYR-20292\t0.635\t0.052\t0.724\t0.020\t1.709\t0.042\t6710\t100\t0.069\t0.088\t0.556\t0.099\t0.475\t0.029\t-0.665\t0.080\t\n",
"OGLE-LMC-RRLYR-20294\t0.647\t0.051\t0.773\t0.019\t1.766\t0.042\t6550\t100\t-0.101\t0.087\t0.407\t0.099\t0.510\t0.028\t-0.892\t0.078\t\n",
"OGLE-LMC-RRLYR-20295\t0.696\t0.050\t0.779\t0.019\t1.687\t0.042\t6230\t100\t0.048\t0.087\t0.623\t0.099\t0.577\t0.028\t-0.848\t0.077\t\n",
"OGLE-LMC-RRLYR-20296\t0.586\t0.051\t0.709\t0.019\t1.650\t0.042\t6600\t100\t0.198\t0.087\t0.696\t0.099\t0.495\t0.028\t-0.571\t0.078\t\n",
"OGLE-LMC-RRLYR-20298\t0.637\t0.051\t0.782\t0.020\t1.800\t0.042\t6610\t100\t-0.179\t0.087\t0.325\t0.098\t0.499\t0.028\t-0.953\t0.080\t\n",
"OGLE-LMC-RRLYR-20299\t0.607\t0.052\t0.726\t0.020\t1.686\t0.042\t6610\t100\t0.113\t0.088\t0.611\t0.099\t0.494\t0.028\t-0.655\t0.079\t\n",
"OGLE-LMC-RRLYR-20304\t0.675\t0.053\t0.731\t0.020\t1.692\t0.043\t6580\t100\t0.145\t0.089\t0.64\t0.10\t0.497\t0.028\t-0.634\t0.081\t\n",
"OGLE-LMC-RRLYR-20307\t0.605\t0.050\t0.757\t0.019\t1.674\t0.042\t6330\t100\t0.068\t0.087\t0.621\t0.099\t0.555\t0.028\t-0.796\t0.077\t\n",
"OGLE-LMC-RRLYR-20309\t0.697\t0.054\t0.784\t0.021\t1.765\t0.042\t6460\t110\t-0.098\t0.088\t0.428\t0.099\t0.527\t0.029\t-0.918\t0.082\t\n",
"OGLE-LMC-RRLYR-20312\t0.669\t0.050\t0.773\t0.019\t1.708\t0.042\t6350\t100\t0.026\t0.088\t0.562\t0.099\t0.547\t0.028\t-0.834\t0.078\t\n",
"OGLE-LMC-RRLYR-20313\t0.629\t0.052\t0.707\t0.020\t1.673\t0.042\t6690\t100\t0.155\t0.088\t0.644\t0.099\t0.480\t0.028\t-0.589\t0.080\t\n",
"OGLE-LMC-RRLYR-20314\t0.593\t0.052\t0.737\t0.020\t1.735\t0.042\t6680\t100\t-0.018\t0.088\t0.448\t0.099\t0.472\t0.029\t-0.754\t0.079\t\n",
"OGLE-LMC-RRLYR-20317\t0.565\t0.051\t0.733\t0.020\t1.636\t0.044\t6400\t100\t0.154\t0.093\t0.69\t0.11\t0.534\t0.029\t-0.668\t0.080\t\n",
"OGLE-LMC-RRLYR-20318\t0.712\t0.052\t0.764\t0.020\t1.686\t0.042\t6320\t110\t0.082\t0.088\t0.640\t0.099\t0.561\t0.029\t-0.790\t0.080\t\n",
"OGLE-LMC-RRLYR-20320\t0.752\t0.050\t0.774\t0.019\t1.700\t0.042\t6300\t100\t0.066\t0.087\t0.61\t0.10\t0.560\t0.028\t-0.812\t0.077\t\n",
"OGLE-LMC-RRLYR-20321\t0.617\t0.051\t0.709\t0.019\t1.694\t0.042\t6760\t100\t0.117\t0.087\t0.591\t0.099\t0.460\t0.028\t-0.598\t0.078\t\n",
"OGLE-LMC-RRLYR-20325\t0.608\t0.051\t0.732\t0.019\t1.721\t0.042\t6710\t100\t0.024\t0.087\t0.516\t0.099\t0.479\t0.028\t-0.718\t0.078\t\n",
"OGLE-LMC-RRLYR-20328\t0.749\t0.050\t0.761\t0.019\t1.672\t0.042\t6290\t100\t0.134\t0.087\t0.684\t0.099\t0.563\t0.028\t-0.743\t0.078\t\n",
"OGLE-LMC-RRLYR-20331\t0.598\t0.051\t0.720\t0.019\t1.712\t0.042\t6760\t100\t0.063\t0.087\t0.534\t0.098\t0.464\t0.028\t-0.654\t0.079\t\n",
"OGLE-LMC-RRLYR-20333\t0.618\t0.052\t0.720\t0.020\t1.673\t0.042\t6600\t100\t0.140\t0.087\t0.637\t0.099\t0.496\t0.028\t-0.632\t0.079\t\n",
"OGLE-LMC-RRLYR-20337\t0.565\t0.052\t0.689\t0.020\t1.641\t0.042\t6730\t100\t0.214\t0.087\t0.697\t0.099\t0.470\t0.029\t-0.515\t0.080\t\n",
"OGLE-LMC-RRLYR-20338\t0.712\t0.054\t0.735\t0.020\t1.668\t0.043\t6460\t110\t0.167\t0.088\t0.68\t0.10\t0.526\t0.030\t-0.659\t0.081\t\n",
"OGLE-LMC-RRLYR-20339\t0.542\t0.053\t0.691\t0.020\t1.650\t0.042\t6750\t100\t0.223\t0.088\t0.691\t0.099\t0.459\t0.029\t-0.493\t0.080\t\n",
"OGLE-LMC-RRLYR-20341\t0.648\t0.051\t0.711\t0.020\t1.649\t0.042\t6590\t100\t0.237\t0.088\t0.736\t0.099\t0.498\t0.028\t-0.542\t0.079\t\n",
"OGLE-LMC-RRLYR-20345\t0.612\t0.052\t0.704\t0.019\t1.635\t0.042\t6590\t100\t0.208\t0.087\t0.719\t0.099\t0.504\t0.029\t-0.570\t0.078\t\n",
"OGLE-LMC-RRLYR-20349\t0.589\t0.052\t0.740\t0.020\t1.714\t0.042\t6610\t100\t0.018\t0.088\t0.519\t0.099\t0.496\t0.028\t-0.749\t0.080\t\n",
"OGLE-LMC-RRLYR-20350\t0.595\t0.051\t0.678\t0.019\t1.579\t0.043\t6580\t100\t0.316\t0.090\t0.82\t0.10\t0.499\t0.028\t-0.462\t0.079\t\n",
"OGLE-LMC-RRLYR-20352\t0.662\t0.052\t0.730\t0.019\t1.702\t0.042\t6640\t100\t0.084\t0.087\t0.579\t0.099\t0.490\t0.028\t-0.676\t0.078\t\n",
"OGLE-LMC-RRLYR-20354\t0.703\t0.050\t0.761\t0.019\t1.678\t0.042\t6320\t100\t0.106\t0.088\t0.651\t0.099\t0.556\t0.028\t-0.760\t0.078\t\n",
"OGLE-LMC-RRLYR-20357\t0.580\t0.050\t0.758\t0.019\t1.770\t0.042\t6690\t100\t-0.109\t0.087\t0.373\t0.098\t0.479\t0.028\t-0.850\t0.078\t\n",
"OGLE-LMC-RRLYR-20359\t0.654\t0.051\t0.752\t0.020\t1.665\t0.042\t6330\t100\t0.114\t0.088\t0.66\t0.10\t0.554\t0.028\t-0.751\t0.079\t\n",
"OGLE-LMC-RRLYR-20363\t0.671\t0.051\t0.759\t0.019\t1.774\t0.042\t6690\t100\t-0.078\t0.087\t0.409\t0.099\t0.482\t0.028\t-0.825\t0.079\t\n",
"OGLE-LMC-RRLYR-20366\t0.638\t0.051\t0.696\t0.019\t1.599\t0.042\t6510\t100\t0.320\t0.087\t0.825\t0.099\t0.516\t0.028\t-0.486\t0.078\t\n",
"OGLE-LMC-RRLYR-20367\t0.656\t0.050\t0.732\t0.019\t1.672\t0.042\t6500\t100\t0.130\t0.087\t0.648\t0.098\t0.520\t0.028\t-0.681\t0.077\t\n",
"OGLE-LMC-RRLYR-20368\t0.708\t0.051\t0.761\t0.020\t1.686\t0.042\t6340\t100\t0.100\t0.088\t0.632\t0.099\t0.549\t0.028\t-0.758\t0.079\t\n",
"OGLE-LMC-RRLYR-20370\t0.681\t0.053\t0.770\t0.020\t1.682\t0.043\t6290\t100\t0.088\t0.090\t0.64\t0.10\t0.565\t0.028\t-0.790\t0.080\t\n",
"OGLE-LMC-RRLYR-20381\t0.731\t0.050\t0.798\t0.019\t1.754\t0.042\t6320\t100\t-0.086\t0.087\t0.466\t0.099\t0.559\t0.028\t-0.954\t0.078\t\n",
"OGLE-LMC-RRLYR-20383\t0.597\t0.051\t0.685\t0.019\t1.650\t0.042\t6780\t100\t0.212\t0.088\t0.686\t0.099\t0.461\t0.028\t-0.502\t0.079\t\n",
"OGLE-LMC-RRLYR-20385\t0.619\t0.050\t0.722\t0.019\t1.566\t0.042\t6210\t100\t0.327\t0.088\t0.91\t0.10\t0.590\t0.028\t-0.592\t0.078\t\n",
"OGLE-LMC-RRLYR-20386\t0.535\t0.054\t0.677\t0.020\t1.632\t0.042\t6790\t100\t0.237\t0.088\t0.708\t0.099\t0.459\t0.029\t-0.473\t0.081\t\n",
"OGLE-LMC-RRLYR-20388\t0.585\t0.051\t0.701\t0.019\t1.664\t0.042\t6700\t100\t0.187\t0.087\t0.667\t0.099\t0.471\t0.028\t-0.551\t0.078\t\n",
"OGLE-LMC-RRLYR-20392\t0.642\t0.052\t0.721\t0.019\t1.642\t0.042\t6460\t100\t0.179\t0.088\t0.723\t0.099\t0.531\t0.028\t-0.647\t0.079\t\n",
"OGLE-LMC-RRLYR-20397\t0.650\t0.051\t0.733\t0.019\t1.710\t0.042\t6650\t100\t0.061\t0.087\t0.552\t0.099\t0.487\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-20404\t0.548\t0.051\t0.685\t0.020\t1.553\t0.043\t6410\t100\t0.374\t0.089\t0.90\t0.10\t0.537\t0.028\t-0.460\t0.079\t\n",
"OGLE-LMC-RRLYR-20405\t0.622\t0.050\t0.732\t0.019\t1.698\t0.042\t6610\t100\t0.068\t0.087\t0.573\t0.099\t0.497\t0.028\t-0.703\t0.078\t\n",
"OGLE-LMC-RRLYR-20406\t0.716\t0.055\t0.770\t0.020\t1.726\t0.043\t6420\t100\t0.001\t0.088\t0.52\t0.10\t0.534\t0.028\t-0.830\t0.081\t\n",
"OGLE-LMC-RRLYR-20407\t0.545\t0.052\t0.674\t0.020\t1.571\t0.043\t6580\t100\t0.340\t0.090\t0.84\t0.10\t0.503\t0.029\t-0.441\t0.080\t\n",
"OGLE-LMC-RRLYR-20411\t0.677\t0.051\t0.750\t0.019\t1.706\t0.042\t6500\t100\t0.064\t0.087\t0.577\t0.099\t0.517\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-20412\t0.593\t0.050\t0.733\t0.019\t1.723\t0.042\t6700\t100\t0.014\t0.087\t0.489\t0.099\t0.476\t0.029\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-20413\t0.680\t0.050\t0.760\t0.019\t1.660\t0.042\t6280\t100\t0.131\t0.087\t0.690\t0.099\t0.567\t0.028\t-0.756\t0.077\t\n",
"OGLE-LMC-RRLYR-20415\t0.679\t0.061\t0.753\t0.022\t1.724\t0.044\t6570\t110\t0.022\t0.090\t0.53\t0.10\t0.507\t0.031\t-0.765\t0.086\t\n",
"OGLE-LMC-RRLYR-20418\t0.640\t0.052\t0.720\t0.020\t1.693\t0.042\t6680\t100\t0.103\t0.088\t0.593\t0.099\t0.481\t0.028\t-0.643\t0.079\t\n",
"OGLE-LMC-RRLYR-20419\t0.654\t0.052\t0.729\t0.020\t1.697\t0.042\t6620\t100\t0.090\t0.087\t0.584\t0.099\t0.493\t0.029\t-0.681\t0.079\t\n",
"OGLE-LMC-RRLYR-20421\t0.723\t0.050\t0.780\t0.019\t1.711\t0.042\t6300\t100\t0.039\t0.088\t0.58\t0.10\t0.553\t0.029\t-0.831\t0.077\t\n",
"OGLE-LMC-RRLYR-20425\t0.634\t0.056\t0.722\t0.021\t1.680\t0.042\t6620\t110\t0.121\t0.088\t0.630\t0.099\t0.496\t0.030\t-0.647\t0.083\t\n",
"OGLE-LMC-RRLYR-20426\t0.676\t0.053\t0.729\t0.020\t1.678\t0.042\t6560\t100\t0.140\t0.088\t0.652\t0.099\t0.509\t0.028\t-0.648\t0.079\t\n",
"OGLE-LMC-RRLYR-20432\t0.653\t0.051\t0.737\t0.020\t1.601\t0.043\t6220\t100\t0.258\t0.090\t0.82\t0.10\t0.580\t0.029\t-0.650\t0.080\t\n",
"OGLE-LMC-RRLYR-20434\t0.705\t0.051\t0.801\t0.019\t1.798\t0.042\t6450\t100\t-0.182\t0.087\t0.347\t0.098\t0.527\t0.028\t-1.000\t0.078\t\n",
"OGLE-LMC-RRLYR-20440\t0.601\t0.051\t0.730\t0.019\t1.708\t0.042\t6660\t100\t0.049\t0.087\t0.538\t0.099\t0.484\t0.029\t-0.704\t0.079\t\n",
"OGLE-LMC-RRLYR-20443\t0.664\t0.051\t0.734\t0.019\t1.667\t0.042\t6480\t100\t0.163\t0.087\t0.678\t0.099\t0.521\t0.029\t-0.646\t0.078\t\n",
"OGLE-LMC-RRLYR-20445\t0.591\t0.053\t0.677\t0.020\t1.611\t0.043\t6700\t110\t0.295\t0.088\t0.77\t0.10\t0.477\t0.029\t-0.447\t0.080\t\n",
"OGLE-LMC-RRLYR-20448\t0.588\t0.057\t0.710\t0.021\t1.646\t0.045\t6590\t110\t0.216\t0.096\t0.69\t0.11\t0.488\t0.029\t-0.549\t0.087\t\n",
"OGLE-LMC-RRLYR-20451\t0.618\t0.050\t0.746\t0.019\t1.636\t0.042\t6310\t100\t0.160\t0.088\t0.72\t0.10\t0.563\t0.028\t-0.716\t0.077\t\n",
"OGLE-LMC-RRLYR-20456\t0.608\t0.052\t0.698\t0.020\t1.664\t0.042\t6740\t100\t0.171\t0.088\t0.655\t0.099\t0.470\t0.028\t-0.557\t0.080\t\n",
"OGLE-LMC-RRLYR-20457\t0.667\t0.051\t0.770\t0.019\t1.738\t0.042\t6460\t100\t-0.035\t0.087\t0.490\t0.099\t0.525\t0.028\t-0.853\t0.078\t\n",
"OGLE-LMC-RRLYR-20459\t0.676\t0.055\t0.711\t0.020\t1.677\t0.042\t6670\t100\t0.163\t0.088\t0.662\t0.099\t0.482\t0.029\t-0.591\t0.080\t\n",
"OGLE-LMC-RRLYR-20460\t0.698\t0.053\t0.732\t0.020\t1.696\t0.042\t6600\t100\t0.112\t0.088\t0.62\t0.10\t0.501\t0.028\t-0.669\t0.079\t\n",
"OGLE-LMC-RRLYR-20464\t0.682\t0.052\t0.780\t0.020\t1.781\t0.042\t6550\t100\t-0.129\t0.087\t0.378\t0.099\t0.508\t0.028\t-0.920\t0.079\t\n",
"OGLE-LMC-RRLYR-20467\t0.603\t0.050\t0.734\t0.019\t1.641\t0.042\t6420\t100\t0.168\t0.089\t0.69\t0.10\t0.533\t0.028\t-0.658\t0.077\t\n",
"OGLE-LMC-RRLYR-20472\t0.726\t0.050\t0.772\t0.019\t1.699\t0.042\t6320\t100\t0.072\t0.088\t0.612\t0.099\t0.554\t0.028\t-0.797\t0.078\t\n",
"OGLE-LMC-RRLYR-20473\t0.681\t0.051\t0.738\t0.019\t1.688\t0.042\t6510\t100\t0.110\t0.087\t0.621\t0.099\t0.517\t0.028\t-0.695\t0.078\t\n",
"OGLE-LMC-RRLYR-20476\t0.615\t0.050\t0.776\t0.019\t1.710\t0.042\t6343\t99\t-0.002\t0.087\t0.541\t0.099\t0.551\t0.028\t-0.866\t0.077\t\n",
"OGLE-LMC-RRLYR-20477\t0.583\t0.052\t0.712\t0.020\t1.656\t0.042\t6600\t100\t0.171\t0.088\t0.673\t0.099\t0.497\t0.028\t-0.598\t0.079\t\n",
"OGLE-LMC-RRLYR-20478\t0.654\t0.054\t0.707\t0.020\t1.680\t0.042\t6730\t100\t0.157\t0.088\t0.640\t0.099\t0.470\t0.028\t-0.574\t0.080\t\n",
"OGLE-LMC-RRLYR-20479\t0.628\t0.052\t0.708\t0.019\t1.657\t0.042\t6640\t100\t0.172\t0.087\t0.674\t0.099\t0.491\t0.028\t-0.589\t0.078\t\n",
"OGLE-LMC-RRLYR-20487\t0.588\t0.050\t0.773\t0.019\t1.745\t0.042\t6470\t100\t-0.080\t0.088\t0.438\t0.099\t0.523\t0.028\t-0.892\t0.079\t\n",
"OGLE-LMC-RRLYR-20490\t0.537\t0.053\t0.663\t0.020\t1.576\t0.044\t6670\t110\t0.362\t0.092\t0.84\t0.10\t0.477\t0.030\t-0.381\t0.081\t\n",
"OGLE-LMC-RRLYR-20492\t0.667\t0.054\t0.742\t0.020\t1.680\t0.043\t6460\t100\t0.109\t0.088\t0.63\t0.10\t0.529\t0.029\t-0.717\t0.080\t\n",
"OGLE-LMC-RRLYR-20493\t0.583\t0.051\t0.731\t0.020\t1.697\t0.042\t6600\t100\t0.066\t0.088\t0.564\t0.099\t0.495\t0.028\t-0.704\t0.080\t\n",
"OGLE-LMC-RRLYR-20501\t0.683\t0.050\t0.780\t0.019\t1.749\t0.042\t6420\t100\t-0.074\t0.087\t0.451\t0.099\t0.533\t0.028\t-0.900\t0.078\t\n",
"OGLE-LMC-RRLYR-20504\t0.581\t0.050\t0.697\t0.019\t1.646\t0.042\t6690\t100\t0.192\t0.087\t0.679\t0.099\t0.479\t0.029\t-0.551\t0.078\t\n",
"OGLE-LMC-RRLYR-20505\t0.620\t0.053\t0.743\t0.020\t1.696\t0.042\t6510\t100\t0.045\t0.088\t0.56\t0.10\t0.518\t0.028\t-0.757\t0.080\t\n",
"OGLE-LMC-RRLYR-20508\t0.659\t0.052\t0.753\t0.020\t1.704\t0.042\t6470\t100\t0.050\t0.087\t0.563\t0.099\t0.523\t0.028\t-0.762\t0.079\t\n",
"OGLE-LMC-RRLYR-20509\t0.678\t0.050\t0.793\t0.019\t1.753\t0.042\t6350\t100\t-0.078\t0.087\t0.454\t0.099\t0.545\t0.028\t-0.933\t0.077\t\n",
"OGLE-LMC-RRLYR-20513\t0.649\t0.051\t0.729\t0.019\t1.687\t0.042\t6590\t100\t0.100\t0.087\t0.609\t0.099\t0.501\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-20517\t0.661\t0.051\t0.742\t0.019\t1.727\t0.042\t6640\t100\t0.019\t0.087\t0.522\t0.098\t0.492\t0.028\t-0.741\t0.079\t\n",
"OGLE-LMC-RRLYR-20520\t0.748\t0.050\t0.800\t0.019\t1.751\t0.042\t6290\t100\t-0.068\t0.088\t0.480\t0.099\t0.560\t0.028\t-0.945\t0.078\t\n",
"OGLE-LMC-RRLYR-20521\t0.687\t0.050\t0.801\t0.019\t1.766\t0.042\t6340\t100\t-0.128\t0.088\t0.421\t0.099\t0.554\t0.028\t-0.987\t0.078\t\n",
"OGLE-LMC-RRLYR-20523\t0.713\t0.052\t0.762\t0.020\t1.708\t0.042\t6410\t100\t0.045\t0.088\t0.570\t0.099\t0.537\t0.028\t-0.792\t0.079\t\n",
"OGLE-LMC-RRLYR-20524\t0.601\t0.051\t0.668\t0.019\t1.602\t0.042\t6700\t100\t0.305\t0.088\t0.77\t0.10\t0.464\t0.029\t-0.426\t0.078\t\n",
"OGLE-LMC-RRLYR-20525\t0.596\t0.050\t0.708\t0.019\t1.680\t0.042\t6730\t100\t0.148\t0.087\t0.627\t0.098\t0.467\t0.028\t-0.578\t0.077\t\n",
"OGLE-LMC-RRLYR-20529\t0.723\t0.054\t0.745\t0.020\t1.687\t0.042\t6460\t110\t0.122\t0.088\t0.640\t0.099\t0.528\t0.029\t-0.703\t0.081\t\n",
"OGLE-LMC-RRLYR-20530\t0.647\t0.050\t0.749\t0.019\t1.635\t0.042\t6260\t100\t0.170\t0.088\t0.73\t0.10\t0.574\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-20531\t0.717\t0.052\t0.758\t0.020\t1.678\t0.042\t6330\t100\t0.102\t0.088\t0.651\t0.099\t0.558\t0.028\t-0.770\t0.078\t\n",
"OGLE-LMC-RRLYR-20535\t0.618\t0.053\t0.681\t0.020\t1.552\t0.044\t6470\t100\t0.382\t0.092\t0.92\t0.11\t0.531\t0.029\t-0.440\t0.080\t\n",
"OGLE-LMC-RRLYR-20540\t0.608\t0.052\t0.746\t0.020\t1.683\t0.042\t6440\t100\t0.076\t0.088\t0.595\t0.099\t0.529\t0.028\t-0.750\t0.080\t\n",
"OGLE-LMC-RRLYR-20545\t0.670\t0.062\t0.789\t0.024\t1.766\t0.045\t6430\t110\t-0.122\t0.096\t0.40\t0.10\t0.533\t0.031\t-0.949\t0.096\t\n",
"OGLE-LMC-RRLYR-20552\t0.686\t0.050\t0.742\t0.019\t1.614\t0.042\t6210\t100\t0.233\t0.087\t0.809\t0.099\t0.581\t0.028\t-0.676\t0.078\t\n",
"OGLE-LMC-RRLYR-20554\t0.611\t0.052\t0.699\t0.020\t1.701\t0.042\t6850\t100\t0.117\t0.088\t0.571\t0.099\t0.437\t0.028\t-0.563\t0.080\t\n",
"OGLE-LMC-RRLYR-20557\t0.634\t0.050\t0.787\t0.019\t1.746\t0.042\t6370\t100\t-0.080\t0.087\t0.454\t0.099\t0.542\t0.028\t-0.924\t0.078\t\n",
"OGLE-LMC-RRLYR-20558\t0.590\t0.050\t0.700\t0.019\t1.658\t0.042\t6700\t100\t0.176\t0.087\t0.657\t0.098\t0.476\t0.028\t-0.564\t0.078\t\n",
"OGLE-LMC-RRLYR-20564\t0.640\t0.052\t0.715\t0.019\t1.654\t0.042\t6560\t100\t0.176\t0.088\t0.679\t0.099\t0.506\t0.028\t-0.613\t0.079\t\n",
"OGLE-LMC-RRLYR-20567\t0.709\t0.052\t0.759\t0.020\t1.688\t0.042\t6360\t100\t0.094\t0.088\t0.628\t0.099\t0.547\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-20569\t0.531\t0.050\t0.691\t0.019\t1.635\t0.042\t6680\t100\t0.200\t0.087\t0.692\t0.098\t0.481\t0.028\t-0.542\t0.077\t\n",
"OGLE-LMC-RRLYR-20570\t0.598\t0.050\t0.722\t0.019\t1.663\t0.042\t6560\t100\t0.131\t0.087\t0.649\t0.099\t0.509\t0.028\t-0.659\t0.078\t\n",
"OGLE-LMC-RRLYR-20574\t0.704\t0.051\t0.748\t0.019\t1.684\t0.042\t6430\t100\t0.118\t0.087\t0.643\t0.099\t0.534\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-20582\t0.659\t0.050\t0.752\t0.019\t1.671\t0.043\t6370\t100\t0.111\t0.089\t0.64\t0.10\t0.537\t0.029\t-0.732\t0.077\t\n",
"OGLE-LMC-RRLYR-20589\t0.651\t0.055\t0.737\t0.021\t1.694\t0.043\t6560\t110\t0.105\t0.089\t0.60\t0.10\t0.502\t0.030\t-0.676\t0.083\t\n",
"OGLE-LMC-RRLYR-20597\t0.552\t0.051\t0.684\t0.019\t1.626\t0.042\t6700\t100\t0.266\t0.088\t0.745\t0.099\t0.471\t0.028\t-0.465\t0.078\t\n",
"OGLE-LMC-RRLYR-20602\t0.556\t0.051\t0.666\t0.019\t1.548\t0.042\t6540\t100\t0.421\t0.087\t0.923\t0.099\t0.510\t0.028\t-0.374\t0.078\t\n",
"OGLE-LMC-RRLYR-20603\t0.653\t0.053\t0.723\t0.020\t1.690\t0.042\t6640\t100\t0.105\t0.088\t0.602\t0.099\t0.490\t0.028\t-0.656\t0.079\t\n",
"OGLE-LMC-RRLYR-20604\t0.662\t0.055\t0.718\t0.020\t1.701\t0.043\t6710\t100\t0.102\t0.089\t0.59\t0.10\t0.476\t0.028\t-0.638\t0.082\t\n",
"OGLE-LMC-RRLYR-20608\t0.687\t0.051\t0.757\t0.019\t1.668\t0.042\t6310\t100\t0.131\t0.087\t0.680\t0.099\t0.557\t0.028\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-20610\t0.655\t0.050\t0.758\t0.019\t1.746\t0.042\t6590\t100\t-0.033\t0.087\t0.478\t0.098\t0.501\t0.028\t-0.812\t0.077\t\n",
"OGLE-LMC-RRLYR-20616\t0.669\t0.051\t0.737\t0.019\t1.678\t0.042\t6490\t100\t0.120\t0.087\t0.642\t0.099\t0.523\t0.028\t-0.699\t0.078\t\n",
"OGLE-LMC-RRLYR-20619\t0.666\t0.051\t0.752\t0.020\t1.680\t0.043\t6410\t100\t0.099\t0.091\t0.62\t0.10\t0.526\t0.029\t-0.722\t0.078\t\n",
"OGLE-LMC-RRLYR-20620\t0.645\t0.050\t0.745\t0.019\t1.654\t0.043\t6390\t100\t0.149\t0.089\t0.68\t0.10\t0.536\t0.029\t-0.686\t0.077\t\n",
"OGLE-LMC-RRLYR-20621\t0.750\t0.052\t0.770\t0.020\t1.709\t0.042\t6360\t100\t0.040\t0.088\t0.585\t0.099\t0.553\t0.028\t-0.823\t0.079\t\n",
"OGLE-LMC-RRLYR-20626\t0.656\t0.053\t0.764\t0.020\t1.724\t0.043\t6460\t100\t-0.020\t0.089\t0.50\t0.10\t0.527\t0.028\t-0.837\t0.080\t\n",
"OGLE-LMC-RRLYR-20627\t0.660\t0.050\t0.789\t0.019\t1.719\t0.042\t6280\t100\t-0.022\t0.088\t0.53\t0.10\t0.565\t0.028\t-0.898\t0.078\t\n",
"OGLE-LMC-RRLYR-20628\t0.566\t0.051\t0.663\t0.019\t1.580\t0.042\t6670\t100\t0.359\t0.088\t0.84\t0.10\t0.481\t0.029\t-0.391\t0.078\t\n",
"OGLE-LMC-RRLYR-20631\t0.538\t0.050\t0.653\t0.019\t1.593\t0.042\t6790\t100\t0.300\t0.088\t0.76\t0.10\t0.445\t0.028\t-0.390\t0.077\t\n",
"OGLE-LMC-RRLYR-20633\t0.637\t0.051\t0.715\t0.019\t1.654\t0.042\t6580\t100\t0.167\t0.087\t0.687\t0.099\t0.509\t0.028\t-0.620\t0.078\t\n",
"OGLE-LMC-RRLYR-20637\t0.679\t0.059\t0.728\t0.021\t1.677\t0.043\t6560\t110\t0.158\t0.089\t0.66\t0.10\t0.508\t0.030\t-0.634\t0.084\t\n",
"OGLE-LMC-RRLYR-20638\t0.704\t0.052\t0.751\t0.020\t1.652\t0.043\t6260\t100\t0.134\t0.089\t0.70\t0.10\t0.571\t0.029\t-0.756\t0.080\t\n",
"OGLE-LMC-RRLYR-20641\t0.711\t0.052\t0.759\t0.020\t1.714\t0.042\t6460\t100\t0.042\t0.088\t0.563\t0.099\t0.528\t0.028\t-0.783\t0.079\t\n",
"OGLE-LMC-RRLYR-20642\t0.631\t0.055\t0.718\t0.020\t1.695\t0.043\t6700\t100\t0.110\t0.089\t0.60\t0.10\t0.474\t0.028\t-0.624\t0.080\t\n",
"OGLE-LMC-RRLYR-20644\t0.696\t0.050\t0.750\t0.019\t1.705\t0.042\t6500\t100\t0.056\t0.087\t0.581\t0.099\t0.523\t0.028\t-0.760\t0.078\t\n",
"OGLE-LMC-RRLYR-20645\t0.601\t0.052\t0.695\t0.019\t1.677\t0.042\t6810\t100\t0.163\t0.088\t0.629\t0.099\t0.454\t0.028\t-0.539\t0.079\t\n",
"OGLE-LMC-RRLYR-20646\t0.680\t0.051\t0.741\t0.019\t1.664\t0.042\t6400\t100\t0.136\t0.088\t0.671\t0.099\t0.542\t0.028\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-20648\t0.634\t0.052\t0.721\t0.019\t1.676\t0.042\t6610\t100\t0.127\t0.088\t0.627\t0.099\t0.497\t0.028\t-0.644\t0.079\t\n",
"OGLE-LMC-RRLYR-20652\t0.579\t0.050\t0.719\t0.019\t1.713\t0.042\t6770\t100\t0.052\t0.087\t0.525\t0.098\t0.464\t0.028\t-0.666\t0.078\t\n",
"OGLE-LMC-RRLYR-20654\t0.653\t0.050\t0.730\t0.019\t1.676\t0.042\t6530\t100\t0.138\t0.087\t0.651\t0.098\t0.513\t0.028\t-0.661\t0.077\t\n",
"OGLE-LMC-RRLYR-20660\t0.645\t0.053\t0.721\t0.020\t1.684\t0.042\t6650\t100\t0.116\t0.088\t0.616\t0.099\t0.491\t0.029\t-0.644\t0.079\t\n",
"OGLE-LMC-RRLYR-20662\t0.586\t0.052\t0.676\t0.019\t1.590\t0.042\t6610\t100\t0.360\t0.087\t0.847\t0.099\t0.492\t0.028\t-0.405\t0.078\t\n",
"OGLE-LMC-RRLYR-20666\t0.602\t0.050\t0.730\t0.019\t1.624\t0.042\t6380\t100\t0.202\t0.088\t0.74\t0.10\t0.542\t0.028\t-0.641\t0.077\t\n",
"OGLE-LMC-RRLYR-20668\t0.657\t0.053\t0.739\t0.020\t1.695\t0.042\t6530\t100\t0.091\t0.088\t0.590\t0.099\t0.508\t0.029\t-0.701\t0.080\t\n",
"OGLE-LMC-RRLYR-20670\t0.606\t0.051\t0.708\t0.019\t1.631\t0.042\t6540\t100\t0.221\t0.087\t0.741\t0.099\t0.514\t0.028\t-0.577\t0.078\t\n",
"OGLE-LMC-RRLYR-20671\t0.684\t0.051\t0.755\t0.020\t1.674\t0.042\t6350\t100\t0.117\t0.087\t0.654\t0.099\t0.549\t0.028\t-0.742\t0.078\t\n",
"OGLE-LMC-RRLYR-20676\t0.682\t0.050\t0.743\t0.019\t1.708\t0.042\t6560\t100\t0.051\t0.087\t0.566\t0.098\t0.509\t0.028\t-0.741\t0.077\t\n",
"OGLE-LMC-RRLYR-20683\t0.613\t0.052\t0.706\t0.020\t1.647\t0.042\t6620\t100\t0.226\t0.088\t0.719\t0.099\t0.492\t0.028\t-0.539\t0.079\t\n",
"OGLE-LMC-RRLYR-20684\t0.737\t0.051\t0.767\t0.019\t1.707\t0.042\t6380\t100\t0.050\t0.087\t0.585\t0.099\t0.545\t0.028\t-0.802\t0.077\t\n",
"OGLE-LMC-RRLYR-20685\t0.692\t0.051\t0.727\t0.019\t1.652\t0.042\t6470\t100\t0.191\t0.088\t0.702\t0.099\t0.522\t0.028\t-0.631\t0.079\t\n",
"OGLE-LMC-RRLYR-20686\t0.640\t0.051\t0.747\t0.019\t1.742\t0.042\t6660\t100\t-0.020\t0.087\t0.478\t0.098\t0.487\t0.028\t-0.776\t0.079\t\n",
"OGLE-LMC-RRLYR-20687\t0.692\t0.052\t0.745\t0.020\t1.676\t0.042\t6420\t100\t0.133\t0.088\t0.655\t0.099\t0.533\t0.029\t-0.704\t0.080\t\n",
"OGLE-LMC-RRLYR-20688\t0.638\t0.051\t0.765\t0.020\t1.691\t0.042\t6340\t100\t0.054\t0.088\t0.599\t0.099\t0.552\t0.029\t-0.806\t0.078\t\n",
"OGLE-LMC-RRLYR-20689\t0.629\t0.053\t0.712\t0.020\t1.716\t0.042\t6810\t100\t0.077\t0.088\t0.543\t0.099\t0.448\t0.028\t-0.619\t0.080\t\n",
"OGLE-LMC-RRLYR-20693\t0.692\t0.051\t0.751\t0.019\t1.712\t0.042\t6520\t100\t0.071\t0.088\t0.57\t0.10\t0.507\t0.028\t-0.719\t0.078\t\n",
"OGLE-LMC-RRLYR-20701\t0.701\t0.051\t0.759\t0.019\t1.704\t0.042\t6420\t100\t0.058\t0.087\t0.590\t0.099\t0.536\t0.028\t-0.779\t0.078\t\n",
"OGLE-LMC-RRLYR-20706\t0.676\t0.051\t0.734\t0.019\t1.679\t0.042\t6520\t100\t0.114\t0.087\t0.644\t0.099\t0.522\t0.028\t-0.695\t0.077\t\n",
"OGLE-LMC-RRLYR-20707\t0.573\t0.050\t0.711\t0.019\t1.684\t0.042\t6710\t100\t0.123\t0.087\t0.605\t0.098\t0.470\t0.028\t-0.611\t0.077\t\n",
"OGLE-LMC-RRLYR-20710\t0.667\t0.052\t0.750\t0.020\t1.696\t0.042\t6460\t100\t0.067\t0.088\t0.588\t0.099\t0.528\t0.028\t-0.753\t0.079\t\n",
"OGLE-LMC-RRLYR-20711\t0.676\t0.050\t0.770\t0.019\t1.770\t0.042\t6600\t100\t-0.096\t0.087\t0.416\t0.099\t0.504\t0.028\t-0.879\t0.077\t\n",
"OGLE-LMC-RRLYR-20717\t0.702\t0.057\t0.763\t0.021\t1.742\t0.043\t6540\t110\t-0.018\t0.089\t0.50\t0.10\t0.514\t0.030\t-0.817\t0.084\t\n",
"OGLE-LMC-RRLYR-20718\t0.646\t0.051\t0.735\t0.019\t1.667\t0.042\t6470\t100\t0.147\t0.087\t0.660\t0.099\t0.522\t0.028\t-0.667\t0.078\t\n",
"OGLE-LMC-RRLYR-20719\t0.686\t0.050\t0.759\t0.019\t1.674\t0.042\t6320\t100\t0.113\t0.087\t0.659\t0.099\t0.557\t0.028\t-0.755\t0.077\t\n",
"OGLE-LMC-RRLYR-20722\t0.687\t0.052\t0.755\t0.020\t1.721\t0.042\t6510\t100\t0.015\t0.087\t0.532\t0.099\t0.517\t0.028\t-0.793\t0.079\t\n",
"OGLE-LMC-RRLYR-20735\t0.741\t0.051\t0.788\t0.019\t1.758\t0.042\t6390\t100\t-0.081\t0.087\t0.459\t0.098\t0.542\t0.028\t-0.931\t0.079\t\n",
"OGLE-LMC-RRLYR-20736\t0.759\t0.051\t0.761\t0.019\t1.704\t0.042\t6410\t100\t0.086\t0.087\t0.615\t0.098\t0.538\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-20737\t0.639\t0.053\t0.707\t0.020\t1.706\t0.042\t6810\t100\t0.104\t0.088\t0.574\t0.099\t0.452\t0.028\t-0.601\t0.080\t\n",
"OGLE-LMC-RRLYR-20739\t0.665\t0.051\t0.738\t0.019\t1.684\t0.042\t6510\t100\t0.129\t0.088\t0.648\t0.099\t0.516\t0.028\t-0.677\t0.079\t\n",
"OGLE-LMC-RRLYR-20740\t0.641\t0.053\t0.726\t0.020\t1.688\t0.042\t6620\t100\t0.113\t0.088\t0.612\t0.099\t0.493\t0.028\t-0.651\t0.080\t\n",
"OGLE-LMC-RRLYR-20746\t0.603\t0.051\t0.715\t0.019\t1.683\t0.042\t6690\t100\t0.111\t0.087\t0.610\t0.099\t0.482\t0.029\t-0.634\t0.079\t\n",
"OGLE-LMC-RRLYR-20751\t0.618\t0.051\t0.759\t0.019\t1.781\t0.042\t6730\t100\t-0.102\t0.087\t0.384\t0.098\t0.473\t0.028\t-0.834\t0.079\t\n",
"OGLE-LMC-RRLYR-20753\t0.675\t0.050\t0.746\t0.019\t1.693\t0.042\t6470\t100\t0.082\t0.087\t0.602\t0.098\t0.525\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-20756\t0.665\t0.051\t0.740\t0.019\t1.678\t0.042\t6460\t100\t0.118\t0.087\t0.642\t0.099\t0.528\t0.029\t-0.708\t0.079\t\n",
"OGLE-LMC-RRLYR-20759\t0.646\t0.057\t0.715\t0.021\t1.673\t0.043\t6650\t110\t0.149\t0.089\t0.64\t0.10\t0.488\t0.029\t-0.604\t0.082\t\n",
"OGLE-LMC-RRLYR-20763\t0.604\t0.052\t0.702\t0.020\t1.662\t0.042\t6700\t100\t0.171\t0.088\t0.647\t0.099\t0.473\t0.029\t-0.568\t0.079\t\n",
"OGLE-LMC-RRLYR-20766\t0.712\t0.064\t0.756\t0.024\t1.717\t0.045\t6480\t120\t0.042\t0.093\t0.55\t0.10\t0.522\t0.032\t-0.765\t0.091\t\n",
"OGLE-LMC-RRLYR-20769\t0.572\t0.050\t0.738\t0.019\t1.755\t0.042\t6790\t100\t-0.044\t0.087\t0.426\t0.098\t0.459\t0.028\t-0.755\t0.077\t\n",
"OGLE-LMC-RRLYR-20772\t0.691\t0.052\t0.754\t0.020\t1.721\t0.042\t6530\t100\t0.019\t0.087\t0.541\t0.099\t0.517\t0.029\t-0.783\t0.079\t\n",
"OGLE-LMC-RRLYR-20773\t0.746\t0.051\t0.796\t0.019\t1.810\t0.042\t6530\t100\t-0.181\t0.087\t0.341\t0.099\t0.517\t0.028\t-0.984\t0.079\t\n",
"OGLE-LMC-RRLYR-20775\t0.695\t0.052\t0.738\t0.019\t1.709\t0.042\t6600\t100\t0.062\t0.088\t0.575\t0.099\t0.502\t0.028\t-0.715\t0.079\t\n",
"OGLE-LMC-RRLYR-20778\t0.692\t0.050\t0.763\t0.019\t1.670\t0.042\t6280\t100\t0.111\t0.088\t0.67\t0.10\t0.566\t0.028\t-0.775\t0.078\t\n",
"OGLE-LMC-RRLYR-20779\t0.594\t0.050\t0.725\t0.019\t1.683\t0.042\t6610\t100\t0.095\t0.087\t0.598\t0.099\t0.497\t0.028\t-0.675\t0.078\t\n",
"OGLE-LMC-RRLYR-20783\t0.697\t0.052\t0.745\t0.019\t1.700\t0.042\t6510\t100\t0.074\t0.087\t0.580\t0.099\t0.517\t0.028\t-0.731\t0.079\t\n",
"OGLE-LMC-RRLYR-20793\t0.661\t0.050\t0.740\t0.019\t1.697\t0.042\t6550\t100\t0.065\t0.087\t0.585\t0.099\t0.512\t0.028\t-0.730\t0.077\t\n",
"OGLE-LMC-RRLYR-20794\t0.687\t0.052\t0.754\t0.020\t1.694\t0.042\t6430\t100\t0.079\t0.088\t0.600\t0.099\t0.533\t0.028\t-0.751\t0.078\t\n",
"OGLE-LMC-RRLYR-20798\t0.714\t0.050\t0.767\t0.019\t1.695\t0.042\t6330\t100\t0.079\t0.087\t0.620\t0.099\t0.551\t0.028\t-0.781\t0.078\t\n",
"OGLE-LMC-RRLYR-20799\t0.669\t0.050\t0.740\t0.019\t1.704\t0.042\t6570\t100\t0.057\t0.087\t0.571\t0.098\t0.508\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-20800\t0.616\t0.051\t0.685\t0.019\t1.670\t0.042\t6840\t100\t0.209\t0.087\t0.655\t0.099\t0.438\t0.028\t-0.478\t0.078\t\n",
"OGLE-LMC-RRLYR-20804\t0.648\t0.053\t0.756\t0.020\t1.694\t0.042\t6410\t100\t0.054\t0.088\t0.582\t0.099\t0.536\t0.029\t-0.781\t0.080\t\n",
"OGLE-LMC-RRLYR-20808\t0.766\t0.050\t0.783\t0.019\t1.699\t0.042\t6220\t100\t0.050\t0.088\t0.61\t0.10\t0.574\t0.028\t-0.848\t0.077\t\n",
"OGLE-LMC-RRLYR-20810\t0.575\t0.050\t0.667\t0.019\t1.557\t0.042\t6580\t100\t0.383\t0.088\t0.88\t0.10\t0.497\t0.028\t-0.387\t0.077\t\n",
"OGLE-LMC-RRLYR-20812\t0.563\t0.051\t0.719\t0.020\t1.699\t0.042\t6710\t100\t0.072\t0.088\t0.553\t0.099\t0.472\t0.028\t-0.658\t0.079\t\n",
"OGLE-LMC-RRLYR-20814\t0.758\t0.050\t0.758\t0.019\t1.636\t0.042\t6190\t100\t0.210\t0.088\t0.79\t0.10\t0.590\t0.029\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-20817\t0.520\t0.052\t0.688\t0.020\t1.637\t0.042\t6720\t100\t0.224\t0.087\t0.705\t0.099\t0.469\t0.028\t-0.503\t0.079\t\n",
"OGLE-LMC-RRLYR-20820\t0.713\t0.052\t0.749\t0.019\t1.695\t0.042\t6460\t100\t0.073\t0.087\t0.602\t0.099\t0.530\t0.029\t-0.753\t0.079\t\n",
"OGLE-LMC-RRLYR-20822\t0.533\t0.051\t0.669\t0.020\t1.616\t0.043\t6760\t100\t0.259\t0.089\t0.71\t0.10\t0.451\t0.029\t-0.454\t0.078\t\n",
"OGLE-LMC-RRLYR-20824\t0.636\t0.050\t0.734\t0.019\t1.625\t0.042\t6337\t99\t0.212\t0.087\t0.757\t0.099\t0.552\t0.028\t-0.653\t0.077\t\n",
"OGLE-LMC-RRLYR-20825\t0.658\t0.050\t0.719\t0.019\t1.618\t0.042\t6410\t100\t0.207\t0.088\t0.76\t0.10\t0.542\t0.028\t-0.627\t0.078\t\n",
"OGLE-LMC-RRLYR-20831\t0.607\t0.052\t0.683\t0.019\t1.641\t0.042\t6760\t100\t0.235\t0.087\t0.717\t0.099\t0.465\t0.028\t-0.487\t0.079\t\n",
"OGLE-LMC-RRLYR-20833\t0.738\t0.052\t0.750\t0.020\t1.725\t0.042\t6570\t100\t0.042\t0.087\t0.563\t0.099\t0.509\t0.028\t-0.754\t0.079\t\n",
"OGLE-LMC-RRLYR-20836\t0.714\t0.050\t0.774\t0.019\t1.684\t0.042\t6250\t100\t0.081\t0.088\t0.64\t0.10\t0.572\t0.028\t-0.812\t0.077\t\n",
"OGLE-LMC-RRLYR-20840\t0.687\t0.053\t0.757\t0.020\t1.713\t0.042\t6470\t100\t0.054\t0.088\t0.569\t0.099\t0.519\t0.029\t-0.760\t0.080\t\n",
"OGLE-LMC-RRLYR-20841\t0.734\t0.051\t0.762\t0.020\t1.669\t0.042\t6290\t100\t0.145\t0.088\t0.701\t0.099\t0.568\t0.028\t-0.737\t0.079\t\n",
"OGLE-LMC-RRLYR-20842\t0.606\t0.052\t0.709\t0.019\t1.671\t0.042\t6680\t100\t0.145\t0.088\t0.625\t0.099\t0.479\t0.029\t-0.597\t0.079\t\n",
"OGLE-LMC-RRLYR-20847\t0.698\t0.054\t0.739\t0.020\t1.678\t0.043\t6470\t100\t0.129\t0.088\t0.653\t0.099\t0.528\t0.028\t-0.697\t0.080\t\n",
"OGLE-LMC-RRLYR-20849\t0.585\t0.051\t0.743\t0.019\t1.667\t0.042\t6410\t100\t0.096\t0.088\t0.634\t0.099\t0.539\t0.028\t-0.740\t0.079\t\n",
"OGLE-LMC-RRLYR-20850\t0.587\t0.052\t0.705\t0.020\t1.649\t0.042\t6630\t100\t0.212\t0.088\t0.705\t0.099\t0.489\t0.029\t-0.550\t0.080\t\n",
"OGLE-LMC-RRLYR-20851\t0.562\t0.053\t0.708\t0.020\t1.678\t0.042\t6720\t100\t0.123\t0.087\t0.609\t0.098\t0.471\t0.029\t-0.606\t0.080\t\n",
"OGLE-LMC-RRLYR-20852\t0.749\t0.050\t0.774\t0.019\t1.685\t0.042\t6245\t99\t0.093\t0.087\t0.654\t0.098\t0.570\t0.028\t-0.801\t0.077\t\n",
"OGLE-LMC-RRLYR-20854\t0.652\t0.052\t0.730\t0.020\t1.679\t0.042\t6560\t100\t0.110\t0.088\t0.621\t0.099\t0.509\t0.029\t-0.680\t0.079\t\n",
"OGLE-LMC-RRLYR-20857\t0.647\t0.051\t0.728\t0.020\t1.666\t0.042\t6520\t100\t0.163\t0.087\t0.665\t0.099\t0.511\t0.028\t-0.636\t0.079\t\n",
"OGLE-LMC-RRLYR-20861\t0.784\t0.050\t0.838\t0.019\t1.826\t0.042\t6290\t100\t-0.255\t0.088\t0.299\t0.099\t0.561\t0.028\t-1.129\t0.078\t\n",
"OGLE-LMC-RRLYR-20863\t0.699\t0.051\t0.761\t0.019\t1.726\t0.042\t6490\t100\t-0.005\t0.087\t0.526\t0.099\t0.525\t0.028\t-0.823\t0.078\t\n",
"OGLE-LMC-RRLYR-20866\t0.586\t0.051\t0.690\t0.020\t1.659\t0.042\t6790\t100\t0.227\t0.087\t0.686\t0.099\t0.452\t0.028\t-0.478\t0.078\t\n",
"OGLE-LMC-RRLYR-20867\t0.595\t0.053\t0.707\t0.020\t1.684\t0.042\t6740\t100\t0.127\t0.088\t0.609\t0.099\t0.467\t0.028\t-0.597\t0.080\t\n",
"OGLE-LMC-RRLYR-20874\t0.690\t0.051\t0.744\t0.019\t1.701\t0.042\t6520\t100\t0.078\t0.087\t0.588\t0.099\t0.516\t0.028\t-0.726\t0.078\t\n",
"OGLE-LMC-RRLYR-20875\t0.661\t0.051\t0.722\t0.019\t1.689\t0.042\t6650\t100\t0.119\t0.087\t0.619\t0.098\t0.489\t0.028\t-0.640\t0.078\t\n",
"OGLE-LMC-RRLYR-20876\t0.637\t0.051\t0.716\t0.019\t1.683\t0.042\t6680\t100\t0.123\t0.087\t0.613\t0.098\t0.482\t0.028\t-0.624\t0.078\t\n",
"OGLE-LMC-RRLYR-20881\t0.668\t0.050\t0.751\t0.019\t1.726\t0.042\t6584\t99\t0.007\t0.087\t0.520\t0.098\t0.506\t0.028\t-0.776\t0.077\t\n",
"OGLE-LMC-RRLYR-20884\t0.650\t0.053\t0.781\t0.020\t1.785\t0.042\t6550\t100\t-0.132\t0.089\t0.384\t0.099\t0.509\t0.029\t-0.925\t0.081\t\n",
"OGLE-LMC-RRLYR-20889\t0.664\t0.052\t0.746\t0.020\t1.671\t0.042\t6390\t100\t0.110\t0.088\t0.65\t0.10\t0.545\t0.028\t-0.737\t0.079\t\n",
"OGLE-LMC-RRLYR-20890\t0.745\t0.051\t0.797\t0.020\t1.727\t0.042\t6250\t100\t-0.015\t0.088\t0.55\t0.10\t0.574\t0.029\t-0.905\t0.079\t\n",
"OGLE-LMC-RRLYR-20898\t0.564\t0.053\t0.694\t0.020\t1.655\t0.042\t6740\t100\t0.182\t0.088\t0.65\t0.10\t0.466\t0.028\t-0.541\t0.080\t\n",
"OGLE-LMC-RRLYR-20901\t0.676\t0.052\t0.744\t0.020\t1.702\t0.042\t6540\t100\t0.051\t0.088\t0.575\t0.099\t0.517\t0.029\t-0.753\t0.080\t\n",
"OGLE-LMC-RRLYR-20902\t0.636\t0.050\t0.746\t0.019\t1.661\t0.043\t6390\t100\t0.129\t0.090\t0.65\t0.10\t0.533\t0.029\t-0.702\t0.077\t\n",
"OGLE-LMC-RRLYR-20903\t0.680\t0.053\t0.737\t0.020\t1.715\t0.042\t6620\t100\t0.050\t0.088\t0.558\t0.099\t0.493\t0.028\t-0.706\t0.079\t\n",
"OGLE-LMC-RRLYR-20904\t0.636\t0.050\t0.720\t0.019\t1.680\t0.042\t6630\t100\t0.123\t0.087\t0.625\t0.099\t0.494\t0.028\t-0.645\t0.077\t\n",
"OGLE-LMC-RRLYR-20905\t0.719\t0.052\t0.828\t0.020\t1.822\t0.043\t6350\t100\t-0.242\t0.089\t0.29\t0.10\t0.548\t0.028\t-1.092\t0.080\t\n",
"OGLE-LMC-RRLYR-20906\t0.607\t0.050\t0.740\t0.019\t1.651\t0.042\t6400\t100\t0.147\t0.088\t0.67\t0.10\t0.532\t0.028\t-0.684\t0.077\t\n",
"OGLE-LMC-RRLYR-20907\t0.630\t0.051\t0.765\t0.020\t1.726\t0.042\t6460\t100\t-0.031\t0.088\t0.503\t0.099\t0.530\t0.028\t-0.854\t0.079\t\n",
"OGLE-LMC-RRLYR-20911\t0.634\t0.054\t0.724\t0.020\t1.698\t0.042\t6660\t100\t0.109\t0.087\t0.594\t0.099\t0.481\t0.028\t-0.636\t0.079\t\n",
"OGLE-LMC-RRLYR-20913\t0.643\t0.050\t0.723\t0.019\t1.672\t0.042\t6583\t99\t0.145\t0.087\t0.654\t0.098\t0.503\t0.028\t-0.636\t0.077\t\n",
"OGLE-LMC-RRLYR-20914\t0.591\t0.051\t0.684\t0.019\t1.588\t0.042\t6560\t100\t0.347\t0.087\t0.839\t0.099\t0.503\t0.028\t-0.440\t0.078\t\n",
"OGLE-LMC-RRLYR-20921\t0.559\t0.051\t0.725\t0.019\t1.718\t0.042\t6740\t100\t0.035\t0.087\t0.514\t0.098\t0.465\t0.029\t-0.688\t0.080\t\n",
"OGLE-LMC-RRLYR-20923\t0.702\t0.050\t0.750\t0.019\t1.663\t0.042\t6330\t100\t0.149\t0.087\t0.689\t0.099\t0.552\t0.028\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-20928\t0.595\t0.052\t0.728\t0.019\t1.654\t0.042\t6470\t100\t0.138\t0.088\t0.668\t0.099\t0.528\t0.028\t-0.682\t0.079\t\n",
"OGLE-LMC-RRLYR-20933\t0.596\t0.052\t0.709\t0.020\t1.653\t0.042\t6610\t100\t0.188\t0.087\t0.682\t0.099\t0.495\t0.028\t-0.581\t0.079\t\n",
"OGLE-LMC-RRLYR-20934\t0.588\t0.052\t0.722\t0.020\t1.694\t0.042\t6680\t100\t0.112\t0.088\t0.600\t0.099\t0.477\t0.028\t-0.631\t0.079\t\n",
"OGLE-LMC-RRLYR-20936\t0.750\t0.052\t0.788\t0.020\t1.793\t0.042\t6520\t100\t-0.122\t0.087\t0.392\t0.098\t0.514\t0.029\t-0.922\t0.080\t\n",
"OGLE-LMC-RRLYR-20937\t0.533\t0.052\t0.700\t0.020\t1.701\t0.042\t6870\t100\t0.097\t0.087\t0.550\t0.098\t0.437\t0.029\t-0.579\t0.080\t\n",
"OGLE-LMC-RRLYR-20939\t0.665\t0.052\t0.725\t0.020\t1.633\t0.042\t6410\t100\t0.230\t0.088\t0.75\t0.10\t0.537\t0.028\t-0.608\t0.079\t\n",
"OGLE-LMC-RRLYR-20946\t0.631\t0.056\t0.704\t0.022\t1.579\t0.046\t6370\t100\t0.330\t0.094\t0.88\t0.11\t0.553\t0.029\t-0.529\t0.085\t\n",
"OGLE-LMC-RRLYR-20951\t0.557\t0.050\t0.663\t0.019\t1.627\t0.042\t6860\t100\t0.283\t0.088\t0.708\t0.099\t0.422\t0.028\t-0.383\t0.078\t\n",
"OGLE-LMC-RRLYR-20952\t0.646\t0.053\t0.757\t0.020\t1.732\t0.042\t6550\t100\t-0.021\t0.088\t0.498\t0.099\t0.512\t0.029\t-0.818\t0.081\t\n",
"OGLE-LMC-RRLYR-20953\t0.694\t0.051\t0.768\t0.020\t1.738\t0.042\t6480\t100\t-0.020\t0.087\t0.500\t0.099\t0.523\t0.028\t-0.836\t0.079\t\n",
"OGLE-LMC-RRLYR-20955\t0.660\t0.053\t0.725\t0.020\t1.663\t0.042\t6530\t100\t0.162\t0.088\t0.681\t0.099\t0.516\t0.028\t-0.640\t0.079\t\n",
"OGLE-LMC-RRLYR-20958\t0.658\t0.052\t0.743\t0.020\t1.699\t0.042\t6530\t100\t0.090\t0.088\t0.596\t0.099\t0.510\t0.028\t-0.704\t0.079\t\n",
"OGLE-LMC-RRLYR-20959\t0.606\t0.054\t0.704\t0.020\t1.643\t0.042\t6620\t110\t0.202\t0.087\t0.713\t0.099\t0.496\t0.029\t-0.566\t0.081\t\n",
"OGLE-LMC-RRLYR-20961\t0.632\t0.052\t0.794\t0.020\t1.761\t0.042\t6390\t100\t-0.117\t0.088\t0.41\t0.10\t0.535\t0.029\t-0.955\t0.080\t\n",
"OGLE-LMC-RRLYR-20963\t0.648\t0.060\t0.721\t0.022\t1.681\t0.043\t6630\t120\t0.124\t0.091\t0.62\t0.10\t0.493\t0.031\t-0.639\t0.089\t\n",
"OGLE-LMC-RRLYR-20967\t0.559\t0.052\t0.702\t0.020\t1.644\t0.042\t6640\t100\t0.190\t0.088\t0.686\t0.099\t0.488\t0.028\t-0.569\t0.080\t\n",
"OGLE-LMC-RRLYR-20968\t0.674\t0.052\t0.757\t0.020\t1.703\t0.042\t6440\t100\t0.061\t0.088\t0.577\t0.099\t0.528\t0.028\t-0.763\t0.080\t\n",
"OGLE-LMC-RRLYR-20969\t0.616\t0.051\t0.713\t0.019\t1.681\t0.042\t6690\t100\t0.123\t0.087\t0.610\t0.098\t0.479\t0.028\t-0.619\t0.079\t\n",
"OGLE-LMC-RRLYR-20974\t0.597\t0.050\t0.738\t0.019\t1.644\t0.043\t6400\t100\t0.157\t0.089\t0.69\t0.10\t0.534\t0.029\t-0.672\t0.077\t\n",
"OGLE-LMC-RRLYR-20977\t0.631\t0.055\t0.754\t0.020\t1.773\t0.043\t6730\t110\t-0.088\t0.089\t0.38\t0.10\t0.470\t0.030\t-0.820\t0.083\t\n",
"OGLE-LMC-RRLYR-20979\t0.634\t0.052\t0.739\t0.019\t1.743\t0.042\t6730\t100\t-0.006\t0.087\t0.475\t0.098\t0.473\t0.028\t-0.737\t0.079\t\n",
"OGLE-LMC-RRLYR-20981\t0.661\t0.061\t0.721\t0.022\t1.666\t0.044\t6570\t110\t0.172\t0.091\t0.67\t0.10\t0.504\t0.030\t-0.612\t0.088\t\n",
"OGLE-LMC-RRLYR-20982\t0.578\t0.052\t0.717\t0.019\t1.694\t0.042\t6710\t100\t0.081\t0.088\t0.55\t0.10\t0.475\t0.028\t-0.653\t0.078\t\n",
"OGLE-LMC-RRLYR-20988\t0.652\t0.052\t0.727\t0.020\t1.670\t0.042\t6550\t100\t0.140\t0.087\t0.662\t0.099\t0.513\t0.029\t-0.657\t0.079\t\n",
"OGLE-LMC-RRLYR-20994\t0.601\t0.058\t0.724\t0.021\t1.683\t0.043\t6620\t110\t0.120\t0.089\t0.62\t0.10\t0.493\t0.029\t-0.644\t0.083\t\n",
"OGLE-LMC-RRLYR-20995\t0.729\t0.051\t0.777\t0.019\t1.705\t0.042\t6300\t100\t0.045\t0.088\t0.59\t0.10\t0.560\t0.028\t-0.829\t0.079\t\n",
"OGLE-LMC-RRLYR-20999\t0.533\t0.050\t0.703\t0.019\t1.659\t0.042\t6680\t100\t0.145\t0.087\t0.629\t0.099\t0.480\t0.028\t-0.596\t0.077\t\n",
"OGLE-LMC-RRLYR-21007\t0.723\t0.050\t0.775\t0.019\t1.683\t0.042\t6248\t99\t0.082\t0.087\t0.647\t0.099\t0.572\t0.028\t-0.811\t0.077\t\n",
"OGLE-LMC-RRLYR-21013\t0.694\t0.050\t0.772\t0.019\t1.674\t0.042\t6260\t100\t0.107\t0.088\t0.676\t0.099\t0.575\t0.028\t-0.781\t0.078\t\n",
"OGLE-LMC-RRLYR-21014\t0.686\t0.049\t0.766\t0.019\t1.677\t0.042\t6310\t99\t0.091\t0.087\t0.646\t0.099\t0.560\t0.028\t-0.779\t0.077\t\n",
"OGLE-LMC-RRLYR-21017\t0.617\t0.052\t0.723\t0.020\t1.667\t0.042\t6550\t100\t0.135\t0.088\t0.646\t0.099\t0.509\t0.028\t-0.657\t0.079\t\n",
"OGLE-LMC-RRLYR-21019\t0.606\t0.055\t0.703\t0.020\t1.678\t0.043\t6750\t100\t0.139\t0.089\t0.619\t0.099\t0.466\t0.028\t-0.585\t0.081\t\n",
"OGLE-LMC-RRLYR-21021\t0.750\t0.050\t0.777\t0.019\t1.719\t0.042\t6340\t100\t0.025\t0.087\t0.573\t0.098\t0.554\t0.028\t-0.842\t0.077\t\n",
"OGLE-LMC-RRLYR-21024\t0.613\t0.051\t0.736\t0.019\t1.731\t0.042\t6710\t100\t0.005\t0.087\t0.487\t0.098\t0.475\t0.028\t-0.731\t0.079\t\n",
"OGLE-LMC-RRLYR-21032\t0.654\t0.051\t0.775\t0.019\t1.771\t0.042\t6550\t100\t-0.115\t0.088\t0.387\t0.099\t0.507\t0.028\t-0.900\t0.079\t\n",
"OGLE-LMC-RRLYR-21036\t0.621\t0.052\t0.712\t0.019\t1.665\t0.042\t6630\t100\t0.155\t0.087\t0.653\t0.099\t0.492\t0.028\t-0.607\t0.079\t\n",
"OGLE-LMC-RRLYR-21037\t0.682\t0.056\t0.740\t0.021\t1.716\t0.042\t6610\t110\t0.038\t0.089\t0.549\t0.099\t0.500\t0.029\t-0.732\t0.084\t\n",
"OGLE-LMC-RRLYR-21039\t0.565\t0.053\t0.686\t0.020\t1.661\t0.042\t6820\t100\t0.191\t0.088\t0.654\t0.099\t0.450\t0.028\t-0.506\t0.080\t\n",
"OGLE-LMC-RRLYR-21046\t0.708\t0.056\t0.763\t0.021\t1.765\t0.043\t6630\t110\t-0.047\t0.088\t0.450\t0.099\t0.491\t0.030\t-0.812\t0.083\t\n",
"OGLE-LMC-RRLYR-21050\t0.729\t0.050\t0.782\t0.019\t1.698\t0.042\t6240\t100\t0.043\t0.088\t0.60\t0.10\t0.575\t0.028\t-0.846\t0.078\t\n",
"OGLE-LMC-RRLYR-21051\t0.617\t0.057\t0.746\t0.022\t1.724\t0.043\t6600\t110\t0.010\t0.090\t0.516\t0.099\t0.498\t0.031\t-0.762\t0.087\t\n",
"OGLE-LMC-RRLYR-21052\t0.579\t0.050\t0.728\t0.019\t1.699\t0.041\t6670\t100\t0.071\t0.087\t0.564\t0.098\t0.492\t0.028\t-0.693\t0.077\t\n",
"OGLE-LMC-RRLYR-21053\t0.677\t0.051\t0.723\t0.019\t1.692\t0.042\t6660\t100\t0.119\t0.087\t0.613\t0.098\t0.487\t0.028\t-0.637\t0.077\t\n",
"OGLE-LMC-RRLYR-21054\t0.532\t0.050\t0.706\t0.019\t1.709\t0.042\t6850\t100\t0.065\t0.087\t0.518\t0.098\t0.436\t0.028\t-0.614\t0.077\t\n",
"OGLE-LMC-RRLYR-21056\t0.688\t0.052\t0.745\t0.020\t1.697\t0.042\t6500\t100\t0.093\t0.088\t0.607\t0.099\t0.518\t0.028\t-0.716\t0.080\t\n",
"OGLE-LMC-RRLYR-21057\t0.782\t0.053\t0.843\t0.020\t1.861\t0.042\t6360\t100\t-0.331\t0.089\t0.21\t0.10\t0.547\t0.028\t-1.186\t0.081\t\n",
"OGLE-LMC-RRLYR-21059\t0.659\t0.052\t0.744\t0.020\t1.655\t0.044\t6340\t100\t0.140\t0.090\t0.67\t0.10\t0.550\t0.028\t-0.720\t0.081\t\n",
"OGLE-LMC-RRLYR-21060\t0.695\t0.051\t0.790\t0.019\t1.764\t0.042\t6410\t100\t-0.111\t0.087\t0.425\t0.099\t0.540\t0.028\t-0.947\t0.079\t\n",
"OGLE-LMC-RRLYR-21061\t0.607\t0.051\t0.722\t0.019\t1.663\t0.042\t6550\t100\t0.138\t0.087\t0.651\t0.099\t0.509\t0.028\t-0.654\t0.078\t\n",
"OGLE-LMC-RRLYR-21069\t0.661\t0.052\t0.725\t0.020\t1.645\t0.042\t6450\t100\t0.203\t0.088\t0.732\t0.099\t0.531\t0.029\t-0.624\t0.079\t\n",
"OGLE-LMC-RRLYR-21071\t0.677\t0.051\t0.745\t0.019\t1.659\t0.042\t6360\t100\t0.161\t0.088\t0.690\t0.099\t0.546\t0.028\t-0.695\t0.078\t\n",
"OGLE-LMC-RRLYR-21074\t0.618\t0.054\t0.717\t0.020\t1.660\t0.043\t6570\t100\t0.168\t0.088\t0.66\t0.10\t0.500\t0.028\t-0.610\t0.079\t\n",
"OGLE-LMC-RRLYR-21079\t0.645\t0.055\t0.712\t0.021\t1.603\t0.045\t6420\t110\t0.267\t0.094\t0.80\t0.11\t0.535\t0.031\t-0.554\t0.084\t\n",
"OGLE-LMC-RRLYR-21081\t0.676\t0.052\t0.733\t0.019\t1.717\t0.042\t6660\t100\t0.058\t0.087\t0.554\t0.099\t0.486\t0.028\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-21096\t0.661\t0.050\t0.739\t0.019\t1.685\t0.042\t6500\t100\t0.103\t0.087\t0.625\t0.098\t0.521\t0.028\t-0.710\t0.077\t\n",
"OGLE-LMC-RRLYR-21104\t0.648\t0.054\t0.722\t0.020\t1.697\t0.043\t6680\t100\t0.097\t0.089\t0.58\t0.10\t0.482\t0.028\t-0.651\t0.081\t\n",
"OGLE-LMC-RRLYR-21105\t0.683\t0.050\t0.741\t0.019\t1.689\t0.042\t6490\t100\t0.098\t0.087\t0.617\t0.098\t0.522\t0.028\t-0.717\t0.077\t\n",
"OGLE-LMC-RRLYR-21119\t0.546\t0.050\t0.735\t0.019\t1.752\t0.041\t6800\t100\t-0.039\t0.087\t0.421\t0.098\t0.454\t0.028\t-0.745\t0.078\t\n",
"OGLE-LMC-RRLYR-21129\t0.692\t0.052\t0.743\t0.019\t1.707\t0.042\t6550\t100\t0.083\t0.087\t0.591\t0.099\t0.508\t0.028\t-0.709\t0.078\t\n",
"OGLE-LMC-RRLYR-21130\t0.702\t0.051\t0.764\t0.020\t1.700\t0.042\t6390\t100\t0.085\t0.088\t0.606\t0.099\t0.537\t0.028\t-0.755\t0.079\t\n",
"OGLE-LMC-RRLYR-21133\t0.569\t0.050\t0.764\t0.019\t1.700\t0.042\t6390\t100\t0.009\t0.088\t0.543\t0.099\t0.539\t0.029\t-0.832\t0.078\t\n",
"OGLE-LMC-RRLYR-21137\t0.598\t0.052\t0.703\t0.019\t1.661\t0.042\t6700\t100\t0.165\t0.087\t0.652\t0.099\t0.478\t0.028\t-0.575\t0.079\t\n",
"OGLE-LMC-RRLYR-21142\t0.637\t0.052\t0.745\t0.019\t1.700\t0.042\t6510\t100\t0.052\t0.088\t0.57\t0.10\t0.520\t0.028\t-0.752\t0.079\t\n",
"OGLE-LMC-RRLYR-21144\t0.614\t0.051\t0.746\t0.019\t1.742\t0.042\t6650\t100\t-0.018\t0.087\t0.475\t0.098\t0.483\t0.028\t-0.772\t0.078\t\n",
"OGLE-LMC-RRLYR-21146\t0.630\t0.051\t0.726\t0.019\t1.693\t0.042\t6630\t100\t0.091\t0.087\t0.592\t0.098\t0.491\t0.028\t-0.671\t0.078\t\n",
"OGLE-LMC-RRLYR-21148\t0.633\t0.052\t0.730\t0.019\t1.702\t0.042\t6630\t100\t0.058\t0.087\t0.564\t0.099\t0.492\t0.029\t-0.705\t0.078\t\n",
"OGLE-LMC-RRLYR-21150\t0.736\t0.052\t0.761\t0.020\t1.684\t0.042\t6340\t100\t0.120\t0.088\t0.656\t0.099\t0.550\t0.029\t-0.741\t0.079\t\n",
"OGLE-LMC-RRLYR-21157\t0.613\t0.060\t0.734\t0.022\t1.664\t0.044\t6460\t110\t0.122\t0.093\t0.65\t0.10\t0.531\t0.030\t-0.705\t0.091\t\n",
"OGLE-LMC-RRLYR-21162\t0.572\t0.057\t0.692\t0.021\t1.614\t0.043\t6610\t110\t0.250\t0.090\t0.76\t0.10\t0.504\t0.030\t-0.530\t0.084\t\n",
"OGLE-LMC-RRLYR-21166\t0.600\t0.050\t0.713\t0.019\t1.651\t0.042\t6580\t100\t0.197\t0.087\t0.698\t0.098\t0.501\t0.028\t-0.581\t0.077\t\n",
"OGLE-LMC-RRLYR-21171\t0.714\t0.050\t0.759\t0.019\t1.640\t0.042\t6205\t99\t0.178\t0.087\t0.755\t0.099\t0.585\t0.028\t-0.739\t0.077\t\n",
"OGLE-LMC-RRLYR-21174\t0.696\t0.051\t0.762\t0.020\t1.699\t0.043\t6370\t100\t0.061\t0.088\t0.58\t0.10\t0.542\t0.029\t-0.789\t0.079\t\n",
"OGLE-LMC-RRLYR-21175\t0.634\t0.050\t0.710\t0.019\t1.651\t0.042\t6600\t100\t0.202\t0.087\t0.706\t0.099\t0.499\t0.028\t-0.574\t0.077\t\n",
"OGLE-LMC-RRLYR-21178\t0.575\t0.054\t0.694\t0.021\t1.627\t0.043\t6640\t110\t0.226\t0.090\t0.72\t0.10\t0.494\t0.030\t-0.538\t0.083\t\n",
"OGLE-LMC-RRLYR-21183\t0.620\t0.052\t0.755\t0.019\t1.723\t0.042\t6540\t100\t0.005\t0.088\t0.525\t0.099\t0.510\t0.028\t-0.786\t0.079\t\n",
"OGLE-LMC-RRLYR-21188\t0.656\t0.050\t0.724\t0.019\t1.622\t0.042\t6380\t100\t0.243\t0.088\t0.785\t0.099\t0.545\t0.028\t-0.604\t0.078\t\n",
"OGLE-LMC-RRLYR-21190\t0.664\t0.054\t0.769\t0.020\t1.747\t0.043\t6510\t100\t-0.057\t0.089\t0.45\t0.10\t0.516\t0.029\t-0.859\t0.082\t\n",
"OGLE-LMC-RRLYR-21191\t0.670\t0.050\t0.757\t0.019\t1.672\t0.042\t6350\t100\t0.113\t0.088\t0.65\t0.10\t0.548\t0.028\t-0.739\t0.077\t\n",
"OGLE-LMC-RRLYR-21193\t0.649\t0.053\t0.771\t0.020\t1.725\t0.042\t6410\t100\t-0.024\t0.088\t0.507\t0.099\t0.536\t0.029\t-0.858\t0.080\t\n",
"OGLE-LMC-RRLYR-21194\t0.690\t0.053\t0.817\t0.021\t1.802\t0.043\t6350\t100\t-0.220\t0.090\t0.32\t0.10\t0.551\t0.029\t-1.072\t0.083\t\n",
"OGLE-LMC-RRLYR-21196\t0.599\t0.056\t0.702\t0.020\t1.672\t0.042\t6740\t100\t0.146\t0.089\t0.630\t0.099\t0.470\t0.029\t-0.583\t0.082\t\n",
"OGLE-LMC-RRLYR-21197\t0.587\t0.051\t0.721\t0.019\t1.708\t0.042\t6740\t100\t0.059\t0.087\t0.533\t0.099\t0.468\t0.028\t-0.665\t0.078\t\n",
"OGLE-LMC-RRLYR-21199\t0.738\t0.052\t0.778\t0.020\t1.733\t0.042\t6380\t100\t-0.016\t0.087\t0.517\t0.099\t0.543\t0.029\t-0.866\t0.079\t\n",
"OGLE-LMC-RRLYR-21206\t0.627\t0.054\t0.728\t0.020\t1.679\t0.042\t6570\t100\t0.139\t0.088\t0.644\t0.099\t0.500\t0.029\t-0.642\t0.081\t\n",
"OGLE-LMC-RRLYR-21208\t0.711\t0.051\t0.789\t0.019\t1.739\t0.042\t6320\t100\t-0.065\t0.088\t0.49\t0.10\t0.560\t0.028\t-0.932\t0.079\t\n",
"OGLE-LMC-RRLYR-21210\t0.636\t0.052\t0.752\t0.020\t1.653\t0.043\t6310\t100\t0.140\t0.089\t0.69\t0.10\t0.561\t0.029\t-0.735\t0.079\t\n",
"OGLE-LMC-RRLYR-21211\t0.611\t0.051\t0.711\t0.019\t1.690\t0.042\t6740\t100\t0.119\t0.087\t0.595\t0.099\t0.467\t0.028\t-0.605\t0.079\t\n",
"OGLE-LMC-RRLYR-21214\t0.678\t0.051\t0.763\t0.020\t1.676\t0.042\t6320\t100\t0.110\t0.088\t0.65\t0.10\t0.560\t0.028\t-0.759\t0.079\t\n",
"OGLE-LMC-RRLYR-21216\t0.662\t0.050\t0.808\t0.019\t1.785\t0.042\t6350\t100\t-0.181\t0.087\t0.367\t0.099\t0.549\t0.028\t-1.034\t0.079\t\n",
"OGLE-LMC-RRLYR-21218\t0.711\t0.055\t0.768\t0.020\t1.725\t0.043\t6440\t100\t0.011\t0.088\t0.540\t0.099\t0.533\t0.029\t-0.822\t0.081\t\n",
"OGLE-LMC-RRLYR-21221\t0.592\t0.050\t0.742\t0.019\t1.731\t0.042\t6650\t100\t-0.010\t0.087\t0.482\t0.098\t0.485\t0.028\t-0.764\t0.078\t\n",
"OGLE-LMC-RRLYR-21223\t0.652\t0.052\t0.734\t0.019\t1.707\t0.042\t6630\t100\t0.058\t0.088\t0.559\t0.099\t0.494\t0.028\t-0.708\t0.079\t\n",
"OGLE-LMC-RRLYR-21226\t0.710\t0.053\t0.802\t0.020\t1.801\t0.042\t6460\t100\t-0.186\t0.088\t0.345\t0.099\t0.529\t0.029\t-1.009\t0.081\t\n",
"OGLE-LMC-RRLYR-21228\t0.647\t0.051\t0.751\t0.019\t1.738\t0.042\t6620\t100\t-0.018\t0.087\t0.484\t0.098\t0.495\t0.028\t-0.787\t0.078\t\n",
"OGLE-LMC-RRLYR-21233\t0.569\t0.054\t0.683\t0.020\t1.650\t0.043\t6810\t100\t0.215\t0.089\t0.67\t0.10\t0.455\t0.029\t-0.490\t0.081\t\n",
"OGLE-LMC-RRLYR-21240\t0.588\t0.053\t0.718\t0.020\t1.713\t0.042\t6770\t100\t0.062\t0.088\t0.531\t0.099\t0.460\t0.029\t-0.650\t0.081\t\n",
"OGLE-LMC-RRLYR-21241\t0.767\t0.050\t0.789\t0.019\t1.732\t0.042\t6303\t99\t-0.006\t0.088\t0.53\t0.10\t0.553\t0.028\t-0.874\t0.077\t\n",
"OGLE-LMC-RRLYR-21242\t0.707\t0.051\t0.766\t0.020\t1.679\t0.043\t6300\t100\t0.100\t0.089\t0.65\t0.10\t0.563\t0.029\t-0.778\t0.079\t\n",
"OGLE-LMC-RRLYR-21247\t0.530\t0.050\t0.687\t0.019\t1.650\t0.042\t6730\t100\t0.167\t0.087\t0.651\t0.099\t0.461\t0.028\t-0.560\t0.077\t\n",
"OGLE-LMC-RRLYR-21250\t0.678\t0.055\t0.739\t0.020\t1.693\t0.043\t6540\t100\t0.077\t0.088\t0.603\t0.099\t0.516\t0.029\t-0.722\t0.080\t\n",
"OGLE-LMC-RRLYR-21259\t0.720\t0.050\t0.768\t0.019\t1.664\t0.042\t6219\t99\t0.127\t0.087\t0.701\t0.099\t0.581\t0.028\t-0.784\t0.077\t\n",
"OGLE-LMC-RRLYR-21262\t0.551\t0.051\t0.694\t0.019\t1.657\t0.042\t6750\t100\t0.176\t0.087\t0.652\t0.098\t0.464\t0.029\t-0.544\t0.078\t\n",
"OGLE-LMC-RRLYR-21266\t0.637\t0.056\t0.717\t0.021\t1.684\t0.043\t6670\t100\t0.141\t0.089\t0.62\t0.10\t0.481\t0.029\t-0.603\t0.082\t\n",
"OGLE-LMC-RRLYR-21269\t0.677\t0.050\t0.788\t0.019\t1.724\t0.042\t6310\t100\t-0.028\t0.087\t0.526\t0.099\t0.558\t0.028\t-0.898\t0.077\t\n",
"OGLE-LMC-RRLYR-21271\t0.730\t0.058\t0.775\t0.022\t1.729\t0.043\t6400\t110\t-0.019\t0.090\t0.53\t0.10\t0.545\t0.030\t-0.869\t0.086\t\n",
"OGLE-LMC-RRLYR-21278\t0.712\t0.052\t0.740\t0.019\t1.672\t0.042\t6440\t100\t0.151\t0.088\t0.685\t0.099\t0.536\t0.028\t-0.687\t0.078\t\n",
"OGLE-LMC-RRLYR-21281\t0.646\t0.052\t0.794\t0.020\t1.769\t0.043\t6400\t100\t-0.132\t0.089\t0.39\t0.10\t0.536\t0.028\t-0.967\t0.081\t\n",
"OGLE-LMC-RRLYR-21283\t0.717\t0.057\t0.760\t0.021\t1.709\t0.043\t6440\t110\t0.033\t0.090\t0.57\t0.10\t0.535\t0.029\t-0.802\t0.085\t\n",
"OGLE-LMC-RRLYR-21284\t0.661\t0.051\t0.720\t0.019\t1.662\t0.042\t6560\t100\t0.166\t0.087\t0.680\t0.099\t0.510\t0.028\t-0.627\t0.078\t\n",
"OGLE-LMC-RRLYR-21294\t0.623\t0.061\t0.709\t0.022\t1.659\t0.045\t6630\t110\t0.186\t0.091\t0.68\t0.10\t0.492\t0.030\t-0.576\t0.085\t\n",
"OGLE-LMC-RRLYR-21296\t0.572\t0.052\t0.685\t0.019\t1.641\t0.042\t6750\t100\t0.222\t0.088\t0.700\t0.099\t0.466\t0.028\t-0.499\t0.079\t\n",
"OGLE-LMC-RRLYR-21300\t0.676\t0.051\t0.769\t0.019\t1.735\t0.042\t6460\t100\t-0.035\t0.087\t0.494\t0.099\t0.530\t0.028\t-0.859\t0.078\t\n",
"OGLE-LMC-RRLYR-21301\t0.671\t0.051\t0.763\t0.019\t1.730\t0.042\t6490\t100\t-0.024\t0.087\t0.507\t0.099\t0.525\t0.029\t-0.840\t0.078\t\n",
"OGLE-LMC-RRLYR-21308\t0.686\t0.054\t0.750\t0.021\t1.706\t0.043\t6500\t110\t0.062\t0.089\t0.56\t0.10\t0.516\t0.029\t-0.745\t0.081\t\n",
"OGLE-LMC-RRLYR-21311\t0.691\t0.050\t0.805\t0.019\t1.755\t0.042\t6289\t99\t-0.101\t0.088\t0.460\t0.099\t0.563\t0.028\t-0.974\t0.078\t\n",
"OGLE-LMC-RRLYR-21312\t0.565\t0.052\t0.691\t0.020\t1.651\t0.042\t6740\t100\t0.196\t0.088\t0.665\t0.099\t0.463\t0.029\t-0.522\t0.080\t\n",
"OGLE-LMC-RRLYR-21318\t0.701\t0.049\t0.812\t0.019\t1.786\t0.042\t6336\t99\t-0.167\t0.087\t0.374\t0.098\t0.551\t0.028\t-1.030\t0.077\t\n",
"OGLE-LMC-RRLYR-21319\t0.623\t0.050\t0.786\t0.019\t1.737\t0.042\t6380\t100\t-0.069\t0.088\t0.46\t0.10\t0.536\t0.029\t-0.909\t0.078\t\n",
"OGLE-LMC-RRLYR-21322\t0.635\t0.054\t0.717\t0.020\t1.657\t0.043\t6560\t100\t0.172\t0.089\t0.67\t0.10\t0.508\t0.028\t-0.617\t0.080\t\n",
"OGLE-LMC-RRLYR-21329\t0.642\t0.054\t0.733\t0.021\t1.673\t0.043\t6510\t100\t0.142\t0.089\t0.65\t0.10\t0.515\t0.029\t-0.663\t0.083\t\n",
"OGLE-LMC-RRLYR-21331\t0.628\t0.055\t0.713\t0.020\t1.661\t0.043\t6630\t110\t0.156\t0.089\t0.66\t0.10\t0.498\t0.029\t-0.614\t0.083\t\n",
"OGLE-LMC-RRLYR-21332\t0.644\t0.051\t0.716\t0.019\t1.687\t0.042\t6690\t100\t0.122\t0.087\t0.609\t0.098\t0.479\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-21335\t0.621\t0.051\t0.718\t0.019\t1.695\t0.042\t6710\t100\t0.110\t0.087\t0.594\t0.098\t0.473\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-21345\t0.644\t0.054\t0.728\t0.020\t1.688\t0.042\t6590\t100\t0.114\t0.088\t0.613\t0.099\t0.499\t0.029\t-0.664\t0.081\t\n",
"OGLE-LMC-RRLYR-21347\t0.715\t0.051\t0.748\t0.019\t1.685\t0.042\t6440\t100\t0.085\t0.087\t0.636\t0.098\t0.540\t0.028\t-0.752\t0.077\t\n",
"OGLE-LMC-RRLYR-21348\t0.665\t0.050\t0.751\t0.019\t1.632\t0.042\t6240\t100\t0.182\t0.087\t0.753\t0.099\t0.581\t0.028\t-0.720\t0.077\t\n",
"OGLE-LMC-RRLYR-21349\t0.614\t0.051\t0.740\t0.019\t1.743\t0.042\t6720\t100\t-0.019\t0.087\t0.462\t0.098\t0.474\t0.028\t-0.756\t0.079\t\n",
"OGLE-LMC-RRLYR-21350\t0.542\t0.052\t0.705\t0.020\t1.666\t0.042\t6690\t100\t0.138\t0.088\t0.616\t0.099\t0.472\t0.029\t-0.598\t0.079\t\n",
"OGLE-LMC-RRLYR-21351\t0.711\t0.051\t0.766\t0.020\t1.689\t0.042\t6320\t100\t0.083\t0.088\t0.62\t0.10\t0.555\t0.028\t-0.785\t0.079\t\n",
"OGLE-LMC-RRLYR-21352\t0.617\t0.050\t0.718\t0.019\t1.685\t0.042\t6670\t100\t0.137\t0.087\t0.627\t0.098\t0.481\t0.028\t-0.611\t0.077\t\n",
"OGLE-LMC-RRLYR-21372\t0.552\t0.051\t0.643\t0.019\t1.610\t0.043\t6910\t100\t0.305\t0.089\t0.73\t0.10\t0.415\t0.029\t-0.352\t0.078\t\n",
"OGLE-LMC-RRLYR-21374\t0.641\t0.050\t0.735\t0.019\t1.699\t0.042\t6590\t100\t0.071\t0.087\t0.576\t0.098\t0.501\t0.028\t-0.710\t0.077\t\n",
"OGLE-LMC-RRLYR-21375\t0.700\t0.053\t0.784\t0.020\t1.731\t0.043\t6320\t100\t-0.050\t0.089\t0.50\t0.10\t0.558\t0.029\t-0.919\t0.082\t\n",
"OGLE-LMC-RRLYR-21378\t0.621\t0.050\t0.747\t0.019\t1.684\t0.043\t6470\t100\t0.086\t0.089\t0.59\t0.10\t0.511\t0.029\t-0.711\t0.077\t\n",
"OGLE-LMC-RRLYR-21382\t0.640\t0.050\t0.725\t0.019\t1.646\t0.042\t6450\t100\t0.132\t0.088\t0.677\t0.099\t0.528\t0.028\t-0.684\t0.078\t\n",
"OGLE-LMC-RRLYR-21386\t0.665\t0.053\t0.750\t0.020\t1.660\t0.043\t6330\t100\t0.139\t0.088\t0.68\t0.10\t0.553\t0.029\t-0.725\t0.080\t\n",
"OGLE-LMC-RRLYR-21387\t0.686\t0.052\t0.757\t0.020\t1.720\t0.042\t6490\t100\t0.017\t0.088\t0.535\t0.099\t0.521\t0.029\t-0.794\t0.080\t\n",
"OGLE-LMC-RRLYR-21395\t0.660\t0.053\t0.731\t0.020\t1.649\t0.043\t6420\t100\t0.192\t0.090\t0.73\t0.10\t0.534\t0.028\t-0.642\t0.081\t\n",
"OGLE-LMC-RRLYR-21402\t0.664\t0.053\t0.735\t0.020\t1.678\t0.042\t6510\t100\t0.131\t0.088\t0.645\t0.099\t0.517\t0.029\t-0.676\t0.080\t\n",
"OGLE-LMC-RRLYR-21412\t0.658\t0.057\t0.721\t0.020\t1.670\t0.044\t6570\t110\t0.151\t0.090\t0.66\t0.10\t0.505\t0.029\t-0.637\t0.083\t\n",
"OGLE-LMC-RRLYR-21414\t0.559\t0.050\t0.731\t0.019\t1.712\t0.042\t6670\t100\t0.028\t0.087\t0.514\t0.098\t0.481\t0.028\t-0.715\t0.077\t\n",
"OGLE-LMC-RRLYR-21415\t0.653\t0.052\t0.746\t0.020\t1.701\t0.042\t6490\t100\t0.033\t0.088\t0.564\t0.099\t0.526\t0.028\t-0.786\t0.080\t\n",
"OGLE-LMC-RRLYR-21418\t0.638\t0.055\t0.732\t0.021\t1.616\t0.044\t6290\t110\t0.222\t0.090\t0.77\t0.10\t0.566\t0.030\t-0.663\t0.082\t\n",
"OGLE-LMC-RRLYR-21421\t0.599\t0.051\t0.739\t0.019\t1.713\t0.042\t6620\t100\t0.023\t0.087\t0.529\t0.099\t0.495\t0.029\t-0.742\t0.079\t\n",
"OGLE-LMC-RRLYR-21426\t0.680\t0.050\t0.799\t0.019\t1.756\t0.042\t6340\t100\t-0.098\t0.088\t0.44\t0.10\t0.547\t0.029\t-0.949\t0.078\t\n",
"OGLE-LMC-RRLYR-21432\t0.680\t0.053\t0.735\t0.020\t1.709\t0.042\t6620\t100\t0.081\t0.088\t0.572\t0.099\t0.493\t0.028\t-0.685\t0.079\t\n",
"OGLE-LMC-RRLYR-21437\t0.533\t0.050\t0.724\t0.019\t1.735\t0.042\t6820\t100\t0.007\t0.087\t0.465\t0.099\t0.448\t0.028\t-0.689\t0.078\t\n",
"OGLE-LMC-RRLYR-21441\t0.605\t0.050\t0.720\t0.019\t1.684\t0.042\t6650\t100\t0.106\t0.087\t0.601\t0.098\t0.489\t0.028\t-0.651\t0.077\t\n",
"OGLE-LMC-RRLYR-21444\t0.681\t0.059\t0.718\t0.021\t1.693\t0.044\t6700\t100\t0.125\t0.090\t0.61\t0.10\t0.482\t0.029\t-0.623\t0.084\t\n",
"OGLE-LMC-RRLYR-21449\t0.619\t0.050\t0.743\t0.019\t1.695\t0.043\t6540\t100\t0.064\t0.090\t0.55\t0.10\t0.489\t0.029\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-21463\t0.748\t0.051\t0.770\t0.019\t1.705\t0.042\t6340\t100\t0.060\t0.087\t0.601\t0.098\t0.553\t0.028\t-0.804\t0.078\t\n",
"OGLE-LMC-RRLYR-21464\t0.710\t0.055\t0.740\t0.020\t1.667\t0.044\t6420\t100\t0.138\t0.090\t0.68\t0.10\t0.543\t0.029\t-0.709\t0.081\t\n",
"OGLE-LMC-RRLYR-21468\t0.707\t0.050\t0.770\t0.019\t1.677\t0.042\t6250\t100\t0.089\t0.088\t0.65\t0.10\t0.569\t0.028\t-0.804\t0.077\t\n",
"OGLE-LMC-RRLYR-21475\t0.676\t0.052\t0.759\t0.019\t1.713\t0.042\t6470\t100\t0.054\t0.088\t0.582\t0.099\t0.522\t0.028\t-0.763\t0.079\t\n",
"OGLE-LMC-RRLYR-21476\t0.588\t0.053\t0.725\t0.020\t1.613\t0.043\t6350\t100\t0.218\t0.090\t0.76\t0.10\t0.553\t0.029\t-0.649\t0.080\t\n",
"OGLE-LMC-RRLYR-21477\t0.620\t0.053\t0.745\t0.020\t1.647\t0.042\t6350\t100\t0.168\t0.088\t0.71\t0.10\t0.555\t0.029\t-0.690\t0.080\t\n",
"OGLE-LMC-RRLYR-21480\t0.738\t0.050\t0.853\t0.019\t1.854\t0.042\t6280\t100\t-0.342\t0.087\t0.213\t0.099\t0.562\t0.028\t-1.215\t0.078\t\n",
"OGLE-LMC-RRLYR-21483\t0.572\t0.053\t0.704\t0.020\t1.692\t0.042\t6810\t100\t0.114\t0.088\t0.577\t0.099\t0.453\t0.029\t-0.585\t0.081\t\n",
"OGLE-LMC-RRLYR-21485\t0.639\t0.054\t0.721\t0.020\t1.650\t0.043\t6510\t110\t0.203\t0.088\t0.71\t0.10\t0.515\t0.029\t-0.603\t0.081\t\n",
"OGLE-LMC-RRLYR-21491\t0.669\t0.053\t0.779\t0.020\t1.755\t0.042\t6460\t100\t-0.088\t0.088\t0.447\t0.099\t0.530\t0.029\t-0.912\t0.082\t\n",
"OGLE-LMC-RRLYR-21492\t0.530\t0.050\t0.648\t0.019\t1.558\t0.042\t6700\t100\t0.375\t0.088\t0.85\t0.10\t0.471\t0.029\t-0.357\t0.077\t\n",
"OGLE-LMC-RRLYR-21494\t0.710\t0.053\t0.761\t0.020\t1.703\t0.043\t6400\t100\t0.037\t0.088\t0.58\t0.10\t0.545\t0.029\t-0.813\t0.081\t\n",
"OGLE-LMC-RRLYR-21496\t0.604\t0.053\t0.720\t0.020\t1.660\t0.042\t6560\t100\t0.144\t0.089\t0.659\t0.099\t0.509\t0.029\t-0.647\t0.082\t\n",
"OGLE-LMC-RRLYR-21501\t0.534\t0.050\t0.695\t0.019\t1.664\t0.042\t6770\t100\t0.153\t0.087\t0.624\t0.098\t0.459\t0.028\t-0.559\t0.077\t\n",
"OGLE-LMC-RRLYR-21502\t0.608\t0.052\t0.717\t0.020\t1.631\t0.042\t6480\t110\t0.221\t0.087\t0.742\t0.099\t0.526\t0.029\t-0.591\t0.080\t\n",
"OGLE-LMC-RRLYR-21506\t0.562\t0.051\t0.706\t0.019\t1.665\t0.042\t6680\t100\t0.142\t0.087\t0.639\t0.099\t0.481\t0.028\t-0.600\t0.078\t\n",
"OGLE-LMC-RRLYR-21511\t0.566\t0.050\t0.700\t0.019\t1.693\t0.042\t6820\t100\t0.080\t0.088\t0.53\t0.10\t0.430\t0.029\t-0.601\t0.077\t\n",
"OGLE-LMC-RRLYR-21518\t0.592\t0.050\t0.715\t0.019\t1.652\t0.042\t6570\t100\t0.156\t0.087\t0.669\t0.099\t0.507\t0.028\t-0.626\t0.077\t\n",
"OGLE-LMC-RRLYR-21519\t0.581\t0.050\t0.715\t0.019\t1.699\t0.042\t6750\t100\t0.072\t0.087\t0.544\t0.098\t0.466\t0.028\t-0.651\t0.077\t\n",
"OGLE-LMC-RRLYR-21521\t0.607\t0.053\t0.697\t0.020\t1.668\t0.042\t6760\t100\t0.164\t0.088\t0.639\t0.099\t0.464\t0.029\t-0.554\t0.081\t\n",
"OGLE-LMC-RRLYR-21526\t0.672\t0.051\t0.735\t0.019\t1.675\t0.042\t6490\t100\t0.128\t0.087\t0.648\t0.099\t0.523\t0.028\t-0.688\t0.078\t\n",
"OGLE-LMC-RRLYR-21527\t0.657\t0.051\t0.747\t0.019\t1.669\t0.042\t6390\t100\t0.128\t0.087\t0.659\t0.099\t0.541\t0.028\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-21532\t0.680\t0.050\t0.769\t0.019\t1.767\t0.042\t6590\t100\t-0.082\t0.087\t0.425\t0.098\t0.502\t0.028\t-0.860\t0.077\t\n",
"OGLE-LMC-RRLYR-21538\t0.656\t0.051\t0.750\t0.019\t1.652\t0.043\t6320\t100\t0.145\t0.089\t0.69\t0.10\t0.558\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-21543\t0.715\t0.051\t0.760\t0.019\t1.676\t0.042\t6310\t100\t0.122\t0.088\t0.663\t0.099\t0.556\t0.028\t-0.749\t0.078\t\n",
"OGLE-LMC-RRLYR-21546\t0.737\t0.053\t0.754\t0.020\t1.700\t0.043\t6430\t100\t0.075\t0.088\t0.61\t0.10\t0.538\t0.029\t-0.768\t0.080\t\n",
"OGLE-LMC-RRLYR-21550\t0.705\t0.073\t0.779\t0.026\t1.803\t0.046\t6630\t130\t-0.142\t0.097\t0.35\t0.10\t0.490\t0.035\t-0.90\t0.10\t\n",
"OGLE-LMC-RRLYR-21552\t0.657\t0.054\t0.719\t0.020\t1.678\t0.042\t6630\t100\t0.133\t0.088\t0.633\t0.099\t0.494\t0.029\t-0.635\t0.080\t\n",
"OGLE-LMC-RRLYR-21553\t0.674\t0.052\t0.761\t0.020\t1.712\t0.042\t6430\t100\t0.025\t0.087\t0.548\t0.099\t0.531\t0.028\t-0.801\t0.079\t\n",
"OGLE-LMC-RRLYR-21554\t0.618\t0.065\t0.728\t0.023\t1.727\t0.045\t6740\t110\t0.029\t0.093\t0.51\t0.10\t0.467\t0.030\t-0.691\t0.091\t\n",
"OGLE-LMC-RRLYR-21562\t0.671\t0.051\t0.749\t0.020\t1.665\t0.042\t6350\t100\t0.141\t0.088\t0.678\t0.099\t0.547\t0.028\t-0.715\t0.079\t\n",
"OGLE-LMC-RRLYR-21565\t0.707\t0.057\t0.745\t0.021\t1.731\t0.043\t6620\t100\t0.021\t0.090\t0.53\t0.10\t0.498\t0.029\t-0.750\t0.084\t\n",
"OGLE-LMC-RRLYR-21570\t0.659\t0.051\t0.756\t0.020\t1.668\t0.044\t6340\t100\t0.107\t0.092\t0.65\t0.11\t0.547\t0.030\t-0.752\t0.078\t\n",
"OGLE-LMC-RRLYR-21577\t0.679\t0.051\t0.790\t0.020\t1.748\t0.043\t6390\t100\t-0.069\t0.089\t0.46\t0.10\t0.535\t0.029\t-0.906\t0.079\t\n",
"OGLE-LMC-RRLYR-21583\t0.735\t0.057\t0.766\t0.022\t1.709\t0.044\t6400\t110\t0.071\t0.091\t0.60\t0.10\t0.540\t0.030\t-0.772\t0.085\t\n",
"OGLE-LMC-RRLYR-21588\t0.759\t0.063\t0.785\t0.023\t1.756\t0.045\t6430\t110\t-0.052\t0.093\t0.47\t0.10\t0.536\t0.030\t-0.888\t0.089\t\n",
"OGLE-LMC-RRLYR-21590\t0.555\t0.052\t0.687\t0.020\t1.622\t0.042\t6670\t100\t0.235\t0.088\t0.728\t0.099\t0.485\t0.029\t-0.518\t0.079\t\n",
"OGLE-LMC-RRLYR-21593\t0.632\t0.050\t0.751\t0.019\t1.746\t0.042\t6650\t100\t-0.038\t0.087\t0.460\t0.098\t0.491\t0.028\t-0.800\t0.078\t\n",
"OGLE-LMC-RRLYR-21594\t0.684\t0.051\t0.765\t0.020\t1.710\t0.042\t6410\t100\t0.036\t0.088\t0.559\t0.099\t0.534\t0.028\t-0.797\t0.079\t\n",
"OGLE-LMC-RRLYR-21595\t0.605\t0.050\t0.705\t0.019\t1.646\t0.042\t6590\t100\t0.189\t0.088\t0.698\t0.099\t0.496\t0.028\t-0.588\t0.078\t\n",
"OGLE-LMC-RRLYR-21599\t0.620\t0.056\t0.727\t0.020\t1.659\t0.043\t6510\t100\t0.133\t0.089\t0.66\t0.10\t0.524\t0.029\t-0.676\t0.082\t\n",
"OGLE-LMC-RRLYR-21603\t0.615\t0.051\t0.717\t0.019\t1.653\t0.042\t6550\t100\t0.189\t0.087\t0.694\t0.098\t0.507\t0.028\t-0.600\t0.078\t\n",
"OGLE-LMC-RRLYR-21607\t0.685\t0.050\t0.750\t0.019\t1.653\t0.042\t6300\t100\t0.169\t0.087\t0.715\t0.099\t0.559\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-21608\t0.680\t0.050\t0.736\t0.019\t1.651\t0.042\t6400\t100\t0.177\t0.088\t0.716\t0.099\t0.537\t0.028\t-0.657\t0.078\t\n",
"OGLE-LMC-RRLYR-21619\t0.655\t0.058\t0.741\t0.022\t1.672\t0.044\t6440\t110\t0.123\t0.091\t0.66\t0.10\t0.534\t0.030\t-0.710\t0.085\t\n",
"OGLE-LMC-RRLYR-21620\t0.595\t0.055\t0.719\t0.021\t1.681\t0.043\t6640\t110\t0.135\t0.089\t0.62\t0.10\t0.485\t0.029\t-0.620\t0.082\t\n",
"OGLE-LMC-RRLYR-21625\t0.645\t0.052\t0.731\t0.019\t1.692\t0.042\t6600\t100\t0.087\t0.087\t0.598\t0.099\t0.502\t0.029\t-0.691\t0.079\t\n",
"OGLE-LMC-RRLYR-21627\t0.587\t0.053\t0.713\t0.020\t1.671\t0.042\t6660\t110\t0.131\t0.088\t0.628\t0.099\t0.487\t0.029\t-0.622\t0.081\t\n",
"OGLE-LMC-RRLYR-21636\t0.686\t0.054\t0.749\t0.020\t1.705\t0.042\t6500\t110\t0.079\t0.088\t0.596\t0.099\t0.518\t0.029\t-0.728\t0.081\t\n",
"OGLE-LMC-RRLYR-21642\t0.630\t0.056\t0.715\t0.020\t1.662\t0.043\t6590\t100\t0.174\t0.088\t0.67\t0.10\t0.499\t0.029\t-0.603\t0.081\t\n",
"OGLE-LMC-RRLYR-21649\t0.685\t0.054\t0.709\t0.020\t1.665\t0.042\t6640\t100\t0.161\t0.088\t0.670\t0.099\t0.492\t0.028\t-0.607\t0.080\t\n",
"OGLE-LMC-RRLYR-21656\t0.683\t0.051\t0.781\t0.019\t1.704\t0.042\t6260\t100\t0.008\t0.087\t0.574\t0.099\t0.571\t0.028\t-0.882\t0.078\t\n",
"OGLE-LMC-RRLYR-21660\t0.564\t0.051\t0.737\t0.019\t1.755\t0.042\t6800\t100\t-0.038\t0.087\t0.426\t0.098\t0.457\t0.029\t-0.747\t0.080\t\n",
"OGLE-LMC-RRLYR-21662\t0.641\t0.051\t0.790\t0.019\t1.812\t0.042\t6600\t100\t-0.211\t0.087\t0.295\t0.099\t0.501\t0.028\t-0.986\t0.079\t\n",
"OGLE-LMC-RRLYR-21663\t0.678\t0.050\t0.739\t0.019\t1.630\t0.042\t6310\t100\t0.223\t0.087\t0.768\t0.099\t0.559\t0.028\t-0.651\t0.077\t\n",
"OGLE-LMC-RRLYR-21677\t0.570\t0.055\t0.721\t0.020\t1.702\t0.042\t6730\t110\t0.071\t0.089\t0.560\t0.099\t0.474\t0.029\t-0.660\t0.083\t\n",
"OGLE-LMC-RRLYR-21680\t0.722\t0.053\t0.752\t0.020\t1.722\t0.042\t6530\t100\t0.042\t0.088\t0.552\t0.099\t0.513\t0.029\t-0.758\t0.080\t\n",
"OGLE-LMC-RRLYR-21682\t0.560\t0.052\t0.742\t0.020\t1.650\t0.047\t6390\t110\t0.120\t0.096\t0.65\t0.11\t0.540\t0.030\t-0.718\t0.081\t\n",
"OGLE-LMC-RRLYR-21683\t0.597\t0.054\t0.715\t0.020\t1.645\t0.042\t6550\t100\t0.183\t0.089\t0.69\t0.10\t0.509\t0.029\t-0.610\t0.083\t\n",
"OGLE-LMC-RRLYR-21689\t0.623\t0.051\t0.740\t0.020\t1.629\t0.043\t6310\t100\t0.209\t0.089\t0.76\t0.10\t0.563\t0.028\t-0.671\t0.078\t\n",
"OGLE-LMC-RRLYR-21693\t0.553\t0.052\t0.720\t0.020\t1.714\t0.042\t6750\t100\t0.037\t0.087\t0.502\t0.098\t0.458\t0.029\t-0.675\t0.079\t\n",
"OGLE-LMC-RRLYR-21699\t0.634\t0.051\t0.746\t0.019\t1.640\t0.043\t6310\t100\t0.159\t0.089\t0.72\t0.10\t0.562\t0.028\t-0.719\t0.078\t\n",
"OGLE-LMC-RRLYR-21707\t0.720\t0.056\t0.777\t0.022\t1.703\t0.045\t6300\t110\t0.030\t0.093\t0.59\t0.10\t0.563\t0.030\t-0.846\t0.085\t\n",
"OGLE-LMC-RRLYR-21711\t0.623\t0.051\t0.748\t0.020\t1.670\t0.046\t6430\t110\t0.088\t0.095\t0.62\t0.11\t0.530\t0.032\t-0.732\t0.080\t\n",
"OGLE-LMC-RRLYR-21717\t0.673\t0.055\t0.732\t0.020\t1.689\t0.043\t6580\t100\t0.095\t0.088\t0.61\t0.10\t0.507\t0.029\t-0.691\t0.080\t\n",
"OGLE-LMC-RRLYR-21720\t0.663\t0.057\t0.743\t0.021\t1.677\t0.043\t6440\t110\t0.126\t0.089\t0.63\t0.10\t0.527\t0.029\t-0.699\t0.084\t\n",
"OGLE-LMC-RRLYR-21722\t0.630\t0.051\t0.738\t0.019\t1.695\t0.042\t6540\t100\t0.063\t0.088\t0.57\t0.10\t0.503\t0.029\t-0.723\t0.079\t\n",
"OGLE-LMC-RRLYR-21727\t0.683\t0.054\t0.752\t0.020\t1.743\t0.042\t6620\t110\t-0.014\t0.089\t0.486\t0.099\t0.496\t0.030\t-0.784\t0.083\t\n",
"OGLE-LMC-RRLYR-21732\t0.598\t0.050\t0.710\t0.019\t1.656\t0.042\t6620\t100\t0.186\t0.087\t0.685\t0.098\t0.491\t0.028\t-0.577\t0.077\t\n",
"OGLE-LMC-RRLYR-21736\t0.661\t0.052\t0.732\t0.020\t1.701\t0.042\t6610\t100\t0.087\t0.087\t0.581\t0.099\t0.494\t0.029\t-0.682\t0.079\t\n",
"OGLE-LMC-RRLYR-21737\t0.600\t0.052\t0.713\t0.020\t1.639\t0.042\t6520\t100\t0.207\t0.087\t0.718\t0.099\t0.513\t0.028\t-0.593\t0.079\t\n",
"OGLE-LMC-RRLYR-21739\t0.705\t0.052\t0.760\t0.020\t1.694\t0.042\t6380\t100\t0.082\t0.088\t0.616\t0.099\t0.543\t0.029\t-0.766\t0.079\t\n",
"OGLE-LMC-RRLYR-21740\t0.624\t0.061\t0.711\t0.024\t1.631\t0.048\t6520\t110\t0.247\t0.099\t0.76\t0.11\t0.515\t0.030\t-0.560\t0.091\t\n",
"OGLE-LMC-RRLYR-21743\t0.753\t0.052\t0.772\t0.020\t1.724\t0.042\t6400\t100\t0.023\t0.087\t0.553\t0.099\t0.541\t0.029\t-0.819\t0.078\t\n",
"OGLE-LMC-RRLYR-21745\t0.667\t0.051\t0.782\t0.019\t1.699\t0.043\t6270\t100\t0.037\t0.088\t0.60\t0.10\t0.569\t0.028\t-0.839\t0.078\t\n",
"OGLE-LMC-RRLYR-21749\t0.637\t0.053\t0.737\t0.020\t1.651\t0.042\t6410\t110\t0.170\t0.088\t0.702\t0.099\t0.539\t0.029\t-0.667\t0.080\t\n",
"OGLE-LMC-RRLYR-21750\t0.645\t0.053\t0.745\t0.020\t1.627\t0.043\t6260\t100\t0.199\t0.089\t0.76\t0.10\t0.575\t0.029\t-0.693\t0.080\t\n",
"OGLE-LMC-RRLYR-21754\t0.573\t0.051\t0.700\t0.020\t1.638\t0.042\t6630\t100\t0.223\t0.087\t0.722\t0.099\t0.490\t0.028\t-0.540\t0.078\t\n",
"OGLE-LMC-RRLYR-21764\t0.736\t0.052\t0.766\t0.020\t1.714\t0.042\t6400\t100\t0.038\t0.088\t0.576\t0.099\t0.543\t0.028\t-0.808\t0.079\t\n",
"OGLE-LMC-RRLYR-21766\t0.665\t0.052\t0.766\t0.020\t1.755\t0.042\t6560\t100\t-0.062\t0.088\t0.446\t0.099\t0.506\t0.029\t-0.851\t0.081\t\n",
"OGLE-LMC-RRLYR-21769\t0.664\t0.054\t0.745\t0.020\t1.675\t0.042\t6420\t110\t0.123\t0.088\t0.645\t0.099\t0.533\t0.029\t-0.707\t0.081\t\n",
"OGLE-LMC-RRLYR-21770\t0.700\t0.053\t0.745\t0.020\t1.710\t0.042\t6560\t100\t0.061\t0.087\t0.576\t0.099\t0.509\t0.028\t-0.731\t0.078\t\n",
"OGLE-LMC-RRLYR-21776\t0.591\t0.059\t0.684\t0.021\t1.641\t0.043\t6760\t110\t0.228\t0.090\t0.70\t0.10\t0.463\t0.029\t-0.493\t0.084\t\n",
"OGLE-LMC-RRLYR-21782\t0.683\t0.051\t0.739\t0.019\t1.701\t0.042\t6570\t100\t0.080\t0.087\t0.598\t0.098\t0.508\t0.028\t-0.707\t0.077\t\n",
"OGLE-LMC-RRLYR-21785\t0.625\t0.051\t0.756\t0.019\t1.633\t0.043\t6230\t100\t0.167\t0.089\t0.74\t0.10\t0.583\t0.028\t-0.736\t0.078\t\n",
"OGLE-LMC-RRLYR-21786\t0.710\t0.052\t0.742\t0.020\t1.676\t0.042\t6450\t100\t0.162\t0.088\t0.67\t0.10\t0.526\t0.028\t-0.660\t0.080\t\n",
"OGLE-LMC-RRLYR-21789\t0.767\t0.050\t0.784\t0.019\t1.692\t0.042\t6214\t99\t0.069\t0.088\t0.63\t0.10\t0.579\t0.028\t-0.836\t0.078\t\n",
"OGLE-LMC-RRLYR-21791\t0.708\t0.050\t0.755\t0.019\t1.676\t0.042\t6360\t100\t0.120\t0.088\t0.65\t0.10\t0.548\t0.028\t-0.736\t0.078\t\n",
"OGLE-LMC-RRLYR-21794\t0.641\t0.055\t0.711\t0.020\t1.619\t0.043\t6480\t110\t0.249\t0.089\t0.78\t0.10\t0.529\t0.029\t-0.569\t0.081\t\n",
"OGLE-LMC-RRLYR-21796\t0.673\t0.053\t0.708\t0.021\t1.592\t0.043\t6380\t110\t0.342\t0.090\t0.87\t0.10\t0.545\t0.029\t-0.506\t0.083\t\n",
"OGLE-LMC-RRLYR-21797\t0.721\t0.051\t0.764\t0.020\t1.669\t0.043\t6280\t100\t0.111\t0.091\t0.67\t0.10\t0.567\t0.028\t-0.770\t0.081\t\n",
"OGLE-LMC-RRLYR-21801\t0.646\t0.052\t0.724\t0.020\t1.680\t0.042\t6600\t100\t0.135\t0.088\t0.637\t0.099\t0.499\t0.029\t-0.643\t0.080\t\n",
"OGLE-LMC-RRLYR-21802\t0.611\t0.061\t0.704\t0.021\t1.651\t0.044\t6650\t110\t0.184\t0.090\t0.68\t0.10\t0.488\t0.029\t-0.573\t0.084\t\n",
"OGLE-LMC-RRLYR-21804\t0.751\t0.052\t0.761\t0.020\t1.685\t0.042\t6330\t100\t0.109\t0.088\t0.652\t0.099\t0.554\t0.028\t-0.758\t0.079\t\n",
"OGLE-LMC-RRLYR-21805\t0.643\t0.051\t0.786\t0.019\t1.795\t0.042\t6570\t100\t-0.172\t0.087\t0.342\t0.099\t0.508\t0.028\t-0.956\t0.078\t\n",
"OGLE-LMC-RRLYR-21808\t0.655\t0.053\t0.735\t0.020\t1.700\t0.042\t6600\t110\t0.075\t0.087\t0.584\t0.098\t0.500\t0.029\t-0.699\t0.080\t\n",
"OGLE-LMC-RRLYR-21810\t0.628\t0.059\t0.701\t0.021\t1.664\t0.043\t6710\t110\t0.174\t0.090\t0.66\t0.10\t0.477\t0.029\t-0.564\t0.084\t\n",
"OGLE-LMC-RRLYR-21817\t0.668\t0.055\t0.744\t0.021\t1.702\t0.043\t6540\t110\t0.101\t0.090\t0.60\t0.10\t0.502\t0.030\t-0.686\t0.083\t\n",
"OGLE-LMC-RRLYR-21818\t0.640\t0.051\t0.744\t0.020\t1.640\t0.043\t6310\t100\t0.168\t0.089\t0.72\t0.10\t0.558\t0.028\t-0.706\t0.079\t\n",
"OGLE-LMC-RRLYR-21820\t0.636\t0.052\t0.762\t0.020\t1.773\t0.043\t6640\t100\t-0.107\t0.089\t0.36\t0.10\t0.475\t0.029\t-0.850\t0.080\t\n",
"OGLE-LMC-RRLYR-21823\t0.551\t0.052\t0.727\t0.020\t1.726\t0.042\t6760\t100\t0.005\t0.088\t0.481\t0.099\t0.461\t0.029\t-0.711\t0.080\t\n",
"OGLE-LMC-RRLYR-21825\t0.663\t0.050\t0.755\t0.019\t1.744\t0.042\t6610\t100\t-0.031\t0.087\t0.470\t0.098\t0.498\t0.028\t-0.806\t0.077\t\n",
"OGLE-LMC-RRLYR-21826\t0.605\t0.053\t0.713\t0.020\t1.673\t0.042\t6650\t110\t0.134\t0.088\t0.632\t0.098\t0.489\t0.029\t-0.627\t0.081\t\n",
"OGLE-LMC-RRLYR-21834\t0.708\t0.054\t0.740\t0.020\t1.683\t0.043\t6480\t100\t0.109\t0.088\t0.63\t0.10\t0.529\t0.029\t-0.716\t0.080\t\n",
"OGLE-LMC-RRLYR-21835\t0.626\t0.053\t0.716\t0.020\t1.651\t0.043\t6550\t100\t0.196\t0.088\t0.69\t0.10\t0.507\t0.029\t-0.597\t0.080\t\n",
"OGLE-LMC-RRLYR-21837\t0.629\t0.052\t0.733\t0.020\t1.671\t0.042\t6500\t100\t0.140\t0.088\t0.656\t0.099\t0.517\t0.029\t-0.665\t0.079\t\n",
"OGLE-LMC-RRLYR-21840\t0.638\t0.053\t0.763\t0.020\t1.743\t0.042\t6550\t100\t-0.043\t0.087\t0.466\t0.099\t0.507\t0.029\t-0.829\t0.079\t\n",
"OGLE-LMC-RRLYR-21841\t0.673\t0.054\t0.737\t0.020\t1.717\t0.042\t6640\t100\t0.044\t0.088\t0.546\t0.099\t0.492\t0.029\t-0.717\t0.081\t\n",
"OGLE-LMC-RRLYR-21846\t0.588\t0.053\t0.732\t0.020\t1.730\t0.042\t6720\t100\t0.001\t0.088\t0.478\t0.099\t0.468\t0.029\t-0.727\t0.082\t\n",
"OGLE-LMC-RRLYR-21847\t0.659\t0.062\t0.715\t0.022\t1.642\t0.045\t6530\t110\t0.187\t0.093\t0.72\t0.10\t0.520\t0.030\t-0.625\t0.088\t\n",
"OGLE-LMC-RRLYR-21849\t0.616\t0.062\t0.702\t0.022\t1.648\t0.044\t6650\t110\t0.194\t0.090\t0.69\t0.10\t0.491\t0.029\t-0.565\t0.083\t\n",
"OGLE-LMC-RRLYR-21850\t0.693\t0.050\t0.755\t0.019\t1.692\t0.042\t6410\t100\t0.089\t0.087\t0.619\t0.098\t0.536\t0.028\t-0.747\t0.077\t\n",
"OGLE-LMC-RRLYR-21853\t0.729\t0.052\t0.759\t0.020\t1.695\t0.042\t6390\t100\t0.100\t0.088\t0.634\t0.099\t0.541\t0.029\t-0.744\t0.080\t\n",
"OGLE-LMC-RRLYR-21856\t0.684\t0.057\t0.794\t0.022\t1.754\t0.044\t6340\t110\t-0.100\t0.092\t0.44\t0.10\t0.553\t0.030\t-0.957\t0.088\t\n",
"OGLE-LMC-RRLYR-21858\t0.687\t0.050\t0.739\t0.019\t1.700\t0.042\t6570\t100\t0.070\t0.087\t0.585\t0.098\t0.509\t0.028\t-0.718\t0.077\t\n",
"OGLE-LMC-RRLYR-21861\t0.623\t0.052\t0.788\t0.020\t1.726\t0.044\t6310\t110\t-0.056\t0.092\t0.49\t0.11\t0.557\t0.031\t-0.923\t0.081\t\n",
"OGLE-LMC-RRLYR-21865\t0.721\t0.053\t0.748\t0.020\t1.721\t0.042\t6570\t100\t0.082\t0.088\t0.577\t0.099\t0.500\t0.029\t-0.699\t0.080\t\n",
"OGLE-LMC-RRLYR-21875\t0.668\t0.055\t0.756\t0.021\t1.676\t0.043\t6360\t110\t0.103\t0.090\t0.64\t0.10\t0.549\t0.030\t-0.749\t0.084\t\n",
"OGLE-LMC-RRLYR-21878\t0.616\t0.050\t0.766\t0.019\t1.737\t0.042\t6500\t100\t-0.061\t0.087\t0.462\t0.098\t0.520\t0.028\t-0.864\t0.077\t\n",
"OGLE-LMC-RRLYR-21887\t0.614\t0.062\t0.746\t0.022\t1.755\t0.047\t6710\t100\t-0.059\t0.096\t0.42\t0.11\t0.475\t0.029\t-0.795\t0.089\t\n",
"OGLE-LMC-RRLYR-21891\t0.629\t0.054\t0.719\t0.020\t1.656\t0.042\t6550\t100\t0.189\t0.088\t0.691\t0.099\t0.506\t0.029\t-0.596\t0.081\t\n",
"OGLE-LMC-RRLYR-21895\t0.695\t0.053\t0.748\t0.020\t1.709\t0.042\t6520\t100\t0.060\t0.088\t0.576\t0.099\t0.515\t0.029\t-0.744\t0.081\t\n",
"OGLE-LMC-RRLYR-21908\t0.626\t0.053\t0.704\t0.020\t1.617\t0.043\t6530\t100\t0.298\t0.089\t0.80\t0.10\t0.509\t0.029\t-0.493\t0.081\t\n",
"OGLE-LMC-RRLYR-21910\t0.700\t0.053\t0.756\t0.020\t1.708\t0.042\t6460\t100\t0.064\t0.088\t0.599\t0.099\t0.527\t0.028\t-0.758\t0.080\t\n",
"OGLE-LMC-RRLYR-21916\t0.741\t0.050\t0.782\t0.019\t1.707\t0.043\t6310\t100\t0.027\t0.089\t0.58\t0.10\t0.555\t0.028\t-0.828\t0.078\t\n",
"OGLE-LMC-RRLYR-21918\t0.577\t0.051\t0.711\t0.019\t1.680\t0.042\t6700\t100\t0.132\t0.087\t0.614\t0.099\t0.472\t0.028\t-0.606\t0.078\t\n",
"OGLE-LMC-RRLYR-21919\t0.631\t0.054\t0.753\t0.020\t1.713\t0.042\t6500\t110\t0.024\t0.088\t0.544\t0.099\t0.516\t0.029\t-0.780\t0.080\t\n",
"OGLE-LMC-RRLYR-21924\t0.632\t0.052\t0.716\t0.020\t1.582\t0.043\t6300\t100\t0.327\t0.089\t0.88\t0.10\t0.567\t0.029\t-0.560\t0.080\t\n",
"OGLE-LMC-RRLYR-21925\t0.647\t0.054\t0.710\t0.020\t1.660\t0.042\t6640\t100\t0.173\t0.088\t0.673\t0.099\t0.493\t0.029\t-0.591\t0.080\t\n",
"OGLE-LMC-RRLYR-21926\t0.728\t0.053\t0.771\t0.020\t1.753\t0.042\t6520\t100\t-0.049\t0.088\t0.482\t0.099\t0.521\t0.028\t-0.856\t0.079\t\n",
"OGLE-LMC-RRLYR-21933\t0.637\t0.051\t0.708\t0.019\t1.661\t0.042\t6650\t100\t0.175\t0.087\t0.672\t0.099\t0.490\t0.028\t-0.585\t0.078\t\n",
"OGLE-LMC-RRLYR-21939\t0.662\t0.052\t0.758\t0.020\t1.644\t0.043\t6250\t100\t0.161\t0.089\t0.73\t0.10\t0.578\t0.029\t-0.730\t0.079\t\n",
"OGLE-LMC-RRLYR-21941\t0.555\t0.049\t0.714\t0.019\t1.704\t0.041\t6780\t100\t0.068\t0.087\t0.538\t0.098\t0.460\t0.028\t-0.644\t0.077\t\n",
"OGLE-LMC-RRLYR-21944\t0.662\t0.050\t0.779\t0.019\t1.779\t0.042\t6560\t100\t-0.133\t0.087\t0.385\t0.098\t0.511\t0.028\t-0.926\t0.077\t\n",
"OGLE-LMC-RRLYR-21949\t0.620\t0.063\t0.733\t0.024\t1.705\t0.044\t6620\t110\t0.073\t0.092\t0.55\t0.10\t0.488\t0.030\t-0.683\t0.091\t\n",
"OGLE-LMC-RRLYR-21954\t0.605\t0.050\t0.721\t0.019\t1.669\t0.042\t6580\t100\t0.148\t0.087\t0.645\t0.098\t0.501\t0.028\t-0.630\t0.078\t\n",
"OGLE-LMC-RRLYR-21957\t0.605\t0.060\t0.728\t0.023\t1.651\t0.044\t6470\t110\t0.181\t0.092\t0.69\t0.10\t0.523\t0.030\t-0.637\t0.088\t\n",
"OGLE-LMC-RRLYR-21958\t0.635\t0.053\t0.722\t0.020\t1.656\t0.043\t6540\t100\t0.154\t0.088\t0.68\t0.10\t0.519\t0.029\t-0.649\t0.080\t\n",
"OGLE-LMC-RRLYR-21959\t0.605\t0.052\t0.800\t0.020\t1.797\t0.042\t6460\t100\t-0.216\t0.088\t0.314\t0.099\t0.528\t0.029\t-1.030\t0.081\t\n",
"OGLE-LMC-RRLYR-21960\t0.772\t0.054\t0.778\t0.020\t1.726\t0.043\t6360\t100\t0.018\t0.088\t0.55\t0.10\t0.549\t0.029\t-0.839\t0.081\t\n",
"OGLE-LMC-RRLYR-21964\t0.710\t0.052\t0.769\t0.020\t1.700\t0.042\t6340\t100\t0.055\t0.088\t0.59\t0.10\t0.552\t0.029\t-0.804\t0.080\t\n",
"OGLE-LMC-RRLYR-21967\t0.759\t0.053\t0.771\t0.020\t1.690\t0.043\t6280\t100\t0.077\t0.088\t0.640\t0.099\t0.569\t0.029\t-0.810\t0.080\t\n",
"OGLE-LMC-RRLYR-21970\t0.618\t0.054\t0.685\t0.021\t1.585\t0.044\t6530\t100\t0.363\t0.091\t0.86\t0.10\t0.509\t0.029\t-0.430\t0.083\t\n",
"OGLE-LMC-RRLYR-21972\t0.620\t0.054\t0.700\t0.020\t1.657\t0.043\t6690\t110\t0.192\t0.088\t0.67\t0.10\t0.477\t0.029\t-0.552\t0.080\t\n",
"OGLE-LMC-RRLYR-22003\t0.624\t0.058\t0.710\t0.021\t1.676\t0.043\t6700\t110\t0.138\t0.090\t0.63\t0.10\t0.479\t0.029\t-0.604\t0.085\t\n",
"OGLE-LMC-RRLYR-22007\t0.692\t0.050\t0.751\t0.019\t1.717\t0.042\t6540\t100\t0.031\t0.087\t0.546\t0.098\t0.513\t0.028\t-0.769\t0.077\t\n",
"OGLE-LMC-RRLYR-22008\t0.543\t0.051\t0.716\t0.019\t1.680\t0.042\t6660\t100\t0.099\t0.087\t0.590\t0.099\t0.483\t0.028\t-0.649\t0.078\t\n",
"OGLE-LMC-RRLYR-22013\t0.633\t0.053\t0.750\t0.020\t1.772\t0.042\t6760\t110\t-0.066\t0.088\t0.408\t0.098\t0.468\t0.029\t-0.788\t0.082\t\n",
"OGLE-LMC-RRLYR-22016\t0.675\t0.053\t0.760\t0.020\t1.688\t0.042\t6350\t110\t0.078\t0.088\t0.619\t0.099\t0.548\t0.029\t-0.781\t0.080\t\n",
"OGLE-LMC-RRLYR-22017\t0.638\t0.050\t0.755\t0.019\t1.714\t0.043\t6540\t100\t0.017\t0.089\t0.51\t0.10\t0.496\t0.029\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-22018\t0.660\t0.054\t0.796\t0.020\t1.793\t0.042\t6490\t110\t-0.185\t0.088\t0.351\t0.099\t0.528\t0.030\t-1.001\t0.083\t\n",
"OGLE-LMC-RRLYR-22030\t0.652\t0.055\t0.722\t0.020\t1.678\t0.043\t6610\t100\t0.122\t0.088\t0.64\t0.10\t0.500\t0.029\t-0.655\t0.080\t\n",
"OGLE-LMC-RRLYR-22031\t0.635\t0.050\t0.742\t0.019\t1.645\t0.042\t6333\t99\t0.165\t0.087\t0.708\t0.099\t0.554\t0.028\t-0.705\t0.077\t\n",
"OGLE-LMC-RRLYR-22040\t0.643\t0.051\t0.789\t0.020\t1.776\t0.044\t6490\t110\t-0.136\t0.092\t0.35\t0.11\t0.499\t0.031\t-0.917\t0.079\t\n",
"OGLE-LMC-RRLYR-22042\t0.631\t0.050\t0.743\t0.019\t1.760\t0.042\t6760\t100\t-0.041\t0.087\t0.426\t0.099\t0.464\t0.028\t-0.760\t0.078\t\n",
"OGLE-LMC-RRLYR-22047\t0.589\t0.053\t0.700\t0.020\t1.626\t0.042\t6590\t100\t0.229\t0.088\t0.743\t0.099\t0.505\t0.029\t-0.551\t0.080\t\n",
"OGLE-LMC-RRLYR-22049\t0.689\t0.056\t0.728\t0.020\t1.656\t0.042\t6460\t110\t0.153\t0.088\t0.698\t0.099\t0.535\t0.029\t-0.675\t0.082\t\n",
"OGLE-LMC-RRLYR-22050\t0.595\t0.051\t0.729\t0.019\t1.718\t0.042\t6710\t100\t0.028\t0.088\t0.50\t0.10\t0.474\t0.029\t-0.705\t0.078\t\n",
"OGLE-LMC-RRLYR-22051\t0.541\t0.050\t0.715\t0.019\t1.576\t0.043\t6320\t100\t0.300\t0.089\t0.85\t0.10\t0.561\t0.028\t-0.577\t0.077\t\n",
"OGLE-LMC-RRLYR-22057\t0.611\t0.054\t0.722\t0.020\t1.657\t0.042\t6530\t100\t0.154\t0.089\t0.673\t0.099\t0.513\t0.029\t-0.643\t0.083\t\n",
"OGLE-LMC-RRLYR-22062\t0.589\t0.052\t0.710\t0.020\t1.589\t0.044\t6390\t100\t0.266\t0.092\t0.81\t0.10\t0.547\t0.029\t-0.583\t0.080\t\n",
"OGLE-LMC-RRLYR-22067\t0.686\t0.050\t0.773\t0.019\t1.717\t0.042\t6370\t100\t0.011\t0.087\t0.548\t0.098\t0.544\t0.028\t-0.836\t0.077\t\n",
"OGLE-LMC-RRLYR-22068\t0.601\t0.051\t0.711\t0.019\t1.642\t0.042\t6560\t100\t0.187\t0.087\t0.704\t0.099\t0.511\t0.028\t-0.603\t0.078\t\n",
"OGLE-LMC-RRLYR-22069\t0.659\t0.055\t0.725\t0.020\t1.723\t0.043\t6750\t100\t0.049\t0.089\t0.51\t0.10\t0.463\t0.029\t-0.669\t0.082\t\n",
"OGLE-LMC-RRLYR-22070\t0.621\t0.057\t0.700\t0.021\t1.655\t0.043\t6700\t100\t0.217\t0.090\t0.69\t0.10\t0.474\t0.029\t-0.516\t0.083\t\n",
"OGLE-LMC-RRLYR-22071\t0.679\t0.053\t0.741\t0.020\t1.705\t0.043\t6560\t100\t0.066\t0.088\t0.57\t0.10\t0.508\t0.029\t-0.723\t0.081\t\n",
"OGLE-LMC-RRLYR-22086\t0.624\t0.056\t0.716\t0.020\t1.676\t0.043\t6640\t100\t0.137\t0.089\t0.63\t0.10\t0.489\t0.029\t-0.620\t0.081\t\n",
"OGLE-LMC-RRLYR-22094\t0.699\t0.056\t0.752\t0.021\t1.698\t0.042\t6470\t110\t0.073\t0.089\t0.609\t0.099\t0.531\t0.030\t-0.753\t0.083\t\n",
"OGLE-LMC-RRLYR-22109\t0.664\t0.054\t0.718\t0.020\t1.662\t0.043\t6580\t100\t0.179\t0.088\t0.68\t0.10\t0.505\t0.029\t-0.610\t0.080\t\n",
"OGLE-LMC-RRLYR-22110\t0.702\t0.050\t0.760\t0.019\t1.647\t0.042\t6225\t99\t0.158\t0.088\t0.735\t0.099\t0.586\t0.028\t-0.756\t0.078\t\n",
"OGLE-LMC-RRLYR-22111\t0.574\t0.054\t0.706\t0.020\t1.674\t0.042\t6720\t100\t0.131\t0.088\t0.612\t0.099\t0.473\t0.029\t-0.600\t0.081\t\n",
"OGLE-LMC-RRLYR-22114\t0.568\t0.052\t0.682\t0.020\t1.639\t0.042\t6770\t100\t0.230\t0.087\t0.700\t0.098\t0.460\t0.029\t-0.483\t0.079\t\n",
"OGLE-LMC-RRLYR-22116\t0.640\t0.055\t0.728\t0.021\t1.660\t0.043\t6490\t110\t0.155\t0.091\t0.67\t0.10\t0.521\t0.030\t-0.660\t0.083\t\n",
"OGLE-LMC-RRLYR-22117\t0.661\t0.057\t0.720\t0.021\t1.702\t0.043\t6710\t100\t0.100\t0.090\t0.58\t0.10\t0.477\t0.028\t-0.640\t0.083\t\n",
"OGLE-LMC-RRLYR-22121\t0.523\t0.051\t0.689\t0.019\t1.630\t0.042\t6680\t100\t0.215\t0.088\t0.701\t0.099\t0.480\t0.029\t-0.523\t0.078\t\n",
"OGLE-LMC-RRLYR-22125\t0.579\t0.054\t0.702\t0.020\t1.650\t0.042\t6650\t100\t0.196\t0.088\t0.686\t0.099\t0.485\t0.029\t-0.557\t0.081\t\n",
"OGLE-LMC-RRLYR-22129\t0.682\t0.055\t0.776\t0.021\t1.773\t0.042\t6550\t110\t-0.101\t0.088\t0.419\t0.099\t0.509\t0.029\t-0.893\t0.083\t\n",
"OGLE-LMC-RRLYR-22130\t0.659\t0.054\t0.781\t0.020\t1.759\t0.043\t6460\t110\t-0.098\t0.089\t0.43\t0.10\t0.529\t0.029\t-0.918\t0.083\t\n",
"OGLE-LMC-RRLYR-22131\t0.650\t0.056\t0.736\t0.020\t1.681\t0.043\t6520\t100\t0.095\t0.089\t0.61\t0.10\t0.518\t0.029\t-0.710\t0.082\t\n",
"OGLE-LMC-RRLYR-22137\t0.584\t0.053\t0.703\t0.020\t1.647\t0.042\t6620\t100\t0.208\t0.089\t0.69\t0.10\t0.489\t0.029\t-0.554\t0.081\t\n",
"OGLE-LMC-RRLYR-22139\t0.650\t0.057\t0.732\t0.021\t1.691\t0.043\t6590\t110\t0.088\t0.088\t0.599\t0.099\t0.501\t0.029\t-0.689\t0.082\t\n",
"OGLE-LMC-RRLYR-22146\t0.580\t0.050\t0.746\t0.019\t1.736\t0.042\t6660\t100\t-0.034\t0.087\t0.461\t0.098\t0.488\t0.028\t-0.791\t0.078\t\n",
"OGLE-LMC-RRLYR-22152\t0.615\t0.053\t0.765\t0.020\t1.789\t0.042\t6700\t100\t-0.132\t0.088\t0.350\t0.099\t0.476\t0.029\t-0.871\t0.082\t\n",
"OGLE-LMC-RRLYR-22154\t0.614\t0.051\t0.708\t0.019\t1.684\t0.042\t6740\t100\t0.131\t0.087\t0.613\t0.098\t0.471\t0.028\t-0.597\t0.078\t\n",
"OGLE-LMC-RRLYR-22155\t0.595\t0.054\t0.758\t0.020\t1.735\t0.043\t6540\t110\t-0.041\t0.089\t0.45\t0.10\t0.507\t0.029\t-0.825\t0.082\t\n",
"OGLE-LMC-RRLYR-22163\t0.640\t0.053\t0.712\t0.020\t1.666\t0.042\t6620\t100\t0.163\t0.088\t0.659\t0.099\t0.493\t0.029\t-0.605\t0.080\t\n",
"OGLE-LMC-RRLYR-22165\t0.749\t0.050\t0.801\t0.019\t1.786\t0.042\t6400\t100\t-0.148\t0.087\t0.388\t0.098\t0.540\t0.028\t-0.992\t0.077\t\n",
"OGLE-LMC-RRLYR-22168\t0.598\t0.051\t0.738\t0.019\t1.643\t0.043\t6390\t100\t0.165\t0.089\t0.70\t0.10\t0.540\t0.029\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-22173\t0.625\t0.059\t0.722\t0.021\t1.693\t0.044\t6670\t110\t0.111\t0.090\t0.61\t0.10\t0.483\t0.029\t-0.637\t0.083\t\n",
"OGLE-LMC-RRLYR-22178\t0.560\t0.052\t0.695\t0.020\t1.673\t0.042\t6790\t100\t0.155\t0.088\t0.61\t0.10\t0.448\t0.028\t-0.546\t0.079\t\n",
"OGLE-LMC-RRLYR-22184\t0.666\t0.053\t0.770\t0.020\t1.755\t0.042\t6530\t100\t-0.071\t0.088\t0.446\t0.099\t0.514\t0.029\t-0.870\t0.082\t\n",
"OGLE-LMC-RRLYR-22187\t0.627\t0.052\t0.813\t0.020\t1.769\t0.045\t6280\t110\t-0.162\t0.093\t0.39\t0.11\t0.560\t0.031\t-1.032\t0.081\t\n",
"OGLE-LMC-RRLYR-22189\t0.533\t0.049\t0.704\t0.019\t1.660\t0.042\t6680\t100\t0.147\t0.087\t0.636\t0.099\t0.480\t0.029\t-0.598\t0.078\t\n",
"OGLE-LMC-RRLYR-22191\t0.625\t0.057\t0.722\t0.021\t1.691\t0.043\t6660\t100\t0.097\t0.090\t0.60\t0.10\t0.491\t0.029\t-0.664\t0.083\t\n",
"OGLE-LMC-RRLYR-22195\t0.755\t0.051\t0.777\t0.019\t1.701\t0.042\t6290\t100\t0.059\t0.088\t0.611\t0.099\t0.562\t0.028\t-0.823\t0.079\t\n",
"OGLE-LMC-RRLYR-22196\t0.699\t0.054\t0.759\t0.021\t1.715\t0.042\t6460\t110\t0.038\t0.089\t0.567\t0.099\t0.529\t0.029\t-0.786\t0.083\t\n",
"OGLE-LMC-RRLYR-22202\t0.624\t0.050\t0.732\t0.019\t1.661\t0.042\t6470\t100\t0.164\t0.087\t0.677\t0.098\t0.521\t0.028\t-0.648\t0.077\t\n",
"OGLE-LMC-RRLYR-22206\t0.661\t0.051\t0.738\t0.019\t1.690\t0.042\t6520\t100\t0.090\t0.087\t0.605\t0.098\t0.515\t0.028\t-0.712\t0.077\t\n",
"OGLE-LMC-RRLYR-22210\t0.639\t0.052\t0.739\t0.020\t1.702\t0.043\t6550\t100\t0.056\t0.089\t0.55\t0.10\t0.505\t0.028\t-0.734\t0.080\t\n",
"OGLE-LMC-RRLYR-22218\t0.702\t0.052\t0.792\t0.020\t1.751\t0.043\t6340\t100\t-0.086\t0.090\t0.45\t0.10\t0.552\t0.028\t-0.943\t0.081\t\n",
"OGLE-LMC-RRLYR-22225\t0.605\t0.056\t0.708\t0.021\t1.674\t0.043\t6710\t100\t0.132\t0.089\t0.629\t0.099\t0.479\t0.029\t-0.609\t0.083\t\n",
"OGLE-LMC-RRLYR-22228\t0.663\t0.050\t0.735\t0.019\t1.689\t0.042\t6540\t100\t0.122\t0.087\t0.620\t0.099\t0.505\t0.028\t-0.666\t0.078\t\n",
"OGLE-LMC-RRLYR-22229\t0.600\t0.053\t0.680\t0.020\t1.568\t0.042\t6500\t100\t0.387\t0.088\t0.90\t0.10\t0.519\t0.029\t-0.426\t0.079\t\n",
"OGLE-LMC-RRLYR-22230\t0.700\t0.051\t0.732\t0.019\t1.677\t0.043\t6530\t100\t0.134\t0.089\t0.63\t0.10\t0.495\t0.028\t-0.640\t0.079\t\n",
"OGLE-LMC-RRLYR-22233\t0.610\t0.051\t0.748\t0.020\t1.727\t0.042\t6600\t100\t-0.010\t0.087\t0.499\t0.098\t0.499\t0.029\t-0.785\t0.080\t\n",
"OGLE-LMC-RRLYR-22234\t0.547\t0.056\t0.714\t0.021\t1.650\t0.044\t6560\t100\t0.146\t0.090\t0.65\t0.10\t0.507\t0.029\t-0.639\t0.083\t\n",
"OGLE-LMC-RRLYR-22235\t0.610\t0.055\t0.744\t0.021\t1.693\t0.043\t6490\t100\t0.056\t0.090\t0.57\t0.10\t0.520\t0.029\t-0.747\t0.083\t\n",
"OGLE-LMC-RRLYR-22238\t0.600\t0.057\t0.709\t0.021\t1.706\t0.043\t6800\t100\t0.085\t0.090\t0.55\t0.10\t0.454\t0.029\t-0.620\t0.084\t\n",
"OGLE-LMC-RRLYR-22245\t0.652\t0.054\t0.732\t0.020\t1.690\t0.042\t6580\t100\t0.121\t0.088\t0.625\t0.099\t0.501\t0.029\t-0.659\t0.080\t\n",
"OGLE-LMC-RRLYR-22250\t0.549\t0.052\t0.669\t0.019\t1.635\t0.042\t6850\t100\t0.254\t0.087\t0.709\t0.099\t0.444\t0.028\t-0.434\t0.079\t\n",
"OGLE-LMC-RRLYR-22254\t0.618\t0.053\t0.737\t0.020\t1.646\t0.042\t6370\t100\t0.160\t0.089\t0.70\t0.10\t0.548\t0.029\t-0.697\t0.080\t\n",
"OGLE-LMC-RRLYR-22256\t0.566\t0.052\t0.729\t0.020\t1.712\t0.042\t6690\t100\t0.035\t0.087\t0.522\t0.099\t0.477\t0.029\t-0.705\t0.080\t\n",
"OGLE-LMC-RRLYR-22259\t0.628\t0.055\t0.726\t0.020\t1.701\t0.042\t6670\t100\t0.071\t0.089\t0.564\t0.099\t0.485\t0.029\t-0.679\t0.082\t\n",
"OGLE-LMC-RRLYR-22261\t0.643\t0.051\t0.718\t0.019\t1.679\t0.042\t6640\t100\t0.131\t0.087\t0.625\t0.099\t0.490\t0.028\t-0.629\t0.078\t\n",
"OGLE-LMC-RRLYR-22266\t0.617\t0.055\t0.694\t0.021\t1.645\t0.044\t6670\t100\t0.228\t0.091\t0.70\t0.10\t0.473\t0.029\t-0.522\t0.082\t\n",
"OGLE-LMC-RRLYR-22267\t0.685\t0.050\t0.783\t0.019\t1.757\t0.042\t6440\t100\t-0.098\t0.087\t0.433\t0.099\t0.534\t0.028\t-0.926\t0.078\t\n",
"OGLE-LMC-RRLYR-22272\t0.655\t0.053\t0.765\t0.020\t1.742\t0.043\t6510\t100\t-0.047\t0.089\t0.46\t0.10\t0.516\t0.029\t-0.848\t0.081\t\n",
"OGLE-LMC-RRLYR-22275\t0.580\t0.051\t0.703\t0.019\t1.687\t0.042\t6790\t100\t0.114\t0.087\t0.582\t0.099\t0.456\t0.028\t-0.591\t0.078\t\n",
"OGLE-LMC-RRLYR-22278\t0.634\t0.051\t0.751\t0.020\t1.630\t0.043\t6230\t100\t0.168\t0.089\t0.74\t0.10\t0.579\t0.029\t-0.733\t0.079\t\n",
"OGLE-LMC-RRLYR-22281\t0.588\t0.055\t0.735\t0.020\t1.711\t0.042\t6630\t100\t0.034\t0.089\t0.52\t0.10\t0.490\t0.029\t-0.725\t0.083\t\n",
"OGLE-LMC-RRLYR-22286\t0.566\t0.055\t0.689\t0.020\t1.662\t0.042\t6800\t100\t0.179\t0.088\t0.650\t0.099\t0.455\t0.029\t-0.526\t0.082\t\n",
"OGLE-LMC-RRLYR-22288\t0.636\t0.051\t0.744\t0.020\t1.623\t0.043\t6250\t100\t0.200\t0.089\t0.77\t0.10\t0.574\t0.028\t-0.691\t0.079\t\n",
"OGLE-LMC-RRLYR-22290\t0.732\t0.051\t0.813\t0.019\t1.772\t0.042\t6290\t100\t-0.131\t0.088\t0.42\t0.10\t0.564\t0.028\t-1.008\t0.078\t\n",
"OGLE-LMC-RRLYR-22301\t0.660\t0.051\t0.747\t0.019\t1.703\t0.042\t6520\t100\t0.065\t0.087\t0.573\t0.098\t0.514\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-22304\t0.626\t0.054\t0.714\t0.020\t1.669\t0.043\t6630\t100\t0.147\t0.089\t0.64\t0.10\t0.492\t0.029\t-0.617\t0.081\t\n",
"OGLE-LMC-RRLYR-22306\t0.619\t0.054\t0.747\t0.020\t1.757\t0.042\t6730\t100\t-0.046\t0.088\t0.432\t0.099\t0.471\t0.029\t-0.775\t0.081\t\n",
"OGLE-LMC-RRLYR-22313\t0.757\t0.052\t0.778\t0.020\t1.718\t0.043\t6340\t100\t0.025\t0.088\t0.56\t0.10\t0.552\t0.029\t-0.835\t0.079\t\n",
"OGLE-LMC-RRLYR-22314\t0.629\t0.051\t0.742\t0.019\t1.624\t0.042\t6270\t100\t0.201\t0.088\t0.76\t0.10\t0.570\t0.028\t-0.691\t0.078\t\n",
"OGLE-LMC-RRLYR-22316\t0.598\t0.053\t0.699\t0.020\t1.697\t0.042\t6850\t100\t0.118\t0.088\t0.565\t0.099\t0.441\t0.028\t-0.566\t0.079\t\n",
"OGLE-LMC-RRLYR-22317\t0.542\t0.051\t0.706\t0.019\t1.661\t0.042\t6660\t100\t0.165\t0.087\t0.648\t0.099\t0.482\t0.028\t-0.584\t0.078\t\n",
"OGLE-LMC-RRLYR-22319\t0.737\t0.054\t0.769\t0.021\t1.709\t0.043\t6360\t110\t0.056\t0.089\t0.58\t0.10\t0.544\t0.029\t-0.793\t0.082\t\n",
"OGLE-LMC-RRLYR-22321\t0.723\t0.051\t0.807\t0.019\t1.840\t0.042\t6580\t100\t-0.252\t0.087\t0.271\t0.098\t0.508\t0.028\t-1.035\t0.079\t\n",
"OGLE-LMC-RRLYR-22330\t0.587\t0.053\t0.695\t0.020\t1.585\t0.043\t6470\t100\t0.323\t0.090\t0.84\t0.10\t0.526\t0.029\t-0.495\t0.080\t\n",
"OGLE-LMC-RRLYR-22333\t0.670\t0.052\t0.735\t0.020\t1.703\t0.042\t6600\t100\t0.074\t0.088\t0.573\t0.099\t0.497\t0.029\t-0.700\t0.080\t\n",
"OGLE-LMC-RRLYR-22334\t0.623\t0.054\t0.734\t0.020\t1.612\t0.043\t6290\t110\t0.225\t0.090\t0.78\t0.10\t0.567\t0.030\t-0.658\t0.080\t\n",
"OGLE-LMC-RRLYR-22336\t0.729\t0.055\t0.756\t0.021\t1.716\t0.043\t6490\t100\t0.055\t0.089\t0.57\t0.10\t0.525\t0.029\t-0.763\t0.082\t\n",
"OGLE-LMC-RRLYR-22339\t0.629\t0.050\t0.725\t0.019\t1.676\t0.042\t6570\t100\t0.122\t0.087\t0.630\t0.099\t0.505\t0.028\t-0.664\t0.077\t\n",
"OGLE-LMC-RRLYR-22341\t0.696\t0.054\t0.764\t0.020\t1.707\t0.043\t6370\t100\t0.027\t0.090\t0.56\t0.10\t0.547\t0.029\t-0.826\t0.083\t\n",
"OGLE-LMC-RRLYR-22343\t0.707\t0.053\t0.753\t0.020\t1.694\t0.042\t6430\t100\t0.092\t0.088\t0.623\t0.099\t0.535\t0.029\t-0.744\t0.081\t\n",
"OGLE-LMC-RRLYR-22352\t0.569\t0.050\t0.689\t0.019\t1.640\t0.042\t6720\t100\t0.241\t0.087\t0.720\t0.098\t0.468\t0.028\t-0.485\t0.077\t\n",
"OGLE-LMC-RRLYR-22358\t0.572\t0.053\t0.688\t0.020\t1.679\t0.042\t6870\t100\t0.160\t0.088\t0.605\t0.099\t0.437\t0.028\t-0.517\t0.079\t\n",
"OGLE-LMC-RRLYR-22366\t0.651\t0.052\t0.721\t0.020\t1.704\t0.042\t6710\t100\t0.089\t0.088\t0.578\t0.099\t0.476\t0.028\t-0.649\t0.079\t\n",
"OGLE-LMC-RRLYR-22380\t0.698\t0.051\t0.761\t0.019\t1.740\t0.042\t6540\t100\t-0.023\t0.087\t0.485\t0.099\t0.512\t0.028\t-0.818\t0.078\t\n",
"OGLE-LMC-RRLYR-22382\t0.677\t0.056\t0.763\t0.021\t1.699\t0.044\t6370\t100\t0.066\t0.091\t0.59\t0.10\t0.541\t0.029\t-0.785\t0.083\t\n",
"OGLE-LMC-RRLYR-22383\t0.621\t0.052\t0.732\t0.020\t1.698\t0.042\t6610\t100\t0.073\t0.087\t0.589\t0.099\t0.496\t0.028\t-0.690\t0.079\t\n",
"OGLE-LMC-RRLYR-22384\t0.624\t0.052\t0.764\t0.020\t1.776\t0.042\t6670\t100\t-0.113\t0.088\t0.378\t0.099\t0.486\t0.029\t-0.867\t0.080\t\n",
"OGLE-LMC-RRLYR-22385\t0.632\t0.056\t0.732\t0.020\t1.674\t0.042\t6520\t110\t0.126\t0.088\t0.632\t0.099\t0.513\t0.029\t-0.670\t0.081\t\n",
"OGLE-LMC-RRLYR-22386\t0.689\t0.050\t0.759\t0.019\t1.674\t0.042\t6320\t100\t0.115\t0.087\t0.659\t0.099\t0.556\t0.028\t-0.757\t0.077\t\n",
"OGLE-LMC-RRLYR-22389\t0.699\t0.052\t0.766\t0.020\t1.655\t0.042\t6220\t100\t0.133\t0.088\t0.71\t0.10\t0.586\t0.029\t-0.774\t0.079\t\n",
"OGLE-LMC-RRLYR-22394\t0.534\t0.055\t0.734\t0.020\t1.673\t0.043\t6530\t110\t0.073\t0.089\t0.61\t0.10\t0.521\t0.030\t-0.718\t0.081\t\n",
"OGLE-LMC-RRLYR-22402\t0.587\t0.055\t0.693\t0.021\t1.647\t0.043\t6710\t100\t0.224\t0.090\t0.69\t0.10\t0.471\t0.029\t-0.512\t0.082\t\n",
"OGLE-LMC-RRLYR-22403\t0.653\t0.055\t0.764\t0.021\t1.775\t0.043\t6640\t110\t-0.101\t0.089\t0.374\t0.099\t0.481\t0.029\t-0.847\t0.083\t\n",
"OGLE-LMC-RRLYR-22411\t0.664\t0.051\t0.773\t0.019\t1.733\t0.042\t6440\t100\t-0.036\t0.087\t0.489\t0.099\t0.531\t0.028\t-0.861\t0.078\t\n",
"OGLE-LMC-RRLYR-22413\t0.664\t0.053\t0.739\t0.020\t1.714\t0.042\t6610\t100\t0.045\t0.088\t0.552\t0.099\t0.498\t0.029\t-0.730\t0.080\t\n",
"OGLE-LMC-RRLYR-22414\t0.560\t0.055\t0.672\t0.021\t1.566\t0.043\t6570\t120\t0.368\t0.090\t0.88\t0.10\t0.511\t0.032\t-0.428\t0.083\t\n",
"OGLE-LMC-RRLYR-22416\t0.631\t0.051\t0.734\t0.020\t1.609\t0.043\t6260\t100\t0.236\t0.088\t0.80\t0.10\t0.574\t0.028\t-0.667\t0.078\t\n",
"OGLE-LMC-RRLYR-22420\t0.605\t0.051\t0.697\t0.019\t1.660\t0.042\t6730\t100\t0.178\t0.087\t0.660\t0.099\t0.472\t0.028\t-0.555\t0.078\t\n",
"OGLE-LMC-RRLYR-22422\t0.742\t0.052\t0.752\t0.020\t1.704\t0.042\t6470\t100\t0.077\t0.088\t0.609\t0.099\t0.529\t0.029\t-0.747\t0.081\t\n",
"OGLE-LMC-RRLYR-22423\t0.614\t0.051\t0.743\t0.019\t1.752\t0.042\t6720\t100\t-0.049\t0.087\t0.418\t0.099\t0.465\t0.028\t-0.769\t0.078\t\n",
"OGLE-LMC-RRLYR-22426\t0.627\t0.053\t0.729\t0.020\t1.712\t0.042\t6690\t110\t0.057\t0.088\t0.547\t0.099\t0.479\t0.029\t-0.686\t0.081\t\n",
"OGLE-LMC-RRLYR-22430\t0.631\t0.055\t0.752\t0.021\t1.708\t0.044\t6480\t100\t0.017\t0.091\t0.53\t0.10\t0.522\t0.029\t-0.793\t0.084\t\n",
"OGLE-LMC-RRLYR-22432\t0.627\t0.055\t0.761\t0.021\t1.727\t0.043\t6490\t110\t-0.007\t0.090\t0.49\t0.10\t0.516\t0.029\t-0.812\t0.084\t\n",
"OGLE-LMC-RRLYR-22438\t0.633\t0.058\t0.713\t0.021\t1.680\t0.044\t6690\t100\t0.141\t0.090\t0.63\t0.10\t0.480\t0.029\t-0.607\t0.082\t\n",
"OGLE-LMC-RRLYR-22441\t0.722\t0.051\t0.771\t0.020\t1.695\t0.042\t6310\t100\t0.072\t0.088\t0.61\t0.10\t0.558\t0.028\t-0.802\t0.079\t\n",
"OGLE-LMC-RRLYR-22442\t0.526\t0.054\t0.674\t0.020\t1.580\t0.042\t6610\t100\t0.342\t0.088\t0.845\t0.099\t0.495\t0.029\t-0.424\t0.080\t\n",
"OGLE-LMC-RRLYR-22446\t0.658\t0.060\t0.769\t0.023\t1.764\t0.043\t6570\t110\t-0.084\t0.091\t0.42\t0.10\t0.504\t0.031\t-0.868\t0.090\t\n",
"OGLE-LMC-RRLYR-22447\t0.671\t0.068\t0.768\t0.026\t1.726\t0.046\t6440\t120\t-0.015\t0.097\t0.51\t0.10\t0.534\t0.032\t-0.84\t0.10\t\n",
"OGLE-LMC-RRLYR-22457\t0.598\t0.050\t0.716\t0.019\t1.689\t0.042\t6700\t100\t0.100\t0.087\t0.588\t0.098\t0.478\t0.028\t-0.640\t0.078\t\n",
"OGLE-LMC-RRLYR-22458\t0.661\t0.056\t0.752\t0.021\t1.715\t0.043\t6510\t110\t0.036\t0.089\t0.53\t0.10\t0.512\t0.029\t-0.764\t0.083\t\n",
"OGLE-LMC-RRLYR-22459\t0.650\t0.050\t0.733\t0.019\t1.621\t0.043\t6350\t100\t0.238\t0.089\t0.78\t0.10\t0.554\t0.028\t-0.619\t0.077\t\n",
"OGLE-LMC-RRLYR-22460\t0.680\t0.054\t0.763\t0.020\t1.754\t0.043\t6590\t100\t-0.065\t0.088\t0.45\t0.10\t0.508\t0.029\t-0.853\t0.081\t\n",
"OGLE-LMC-RRLYR-22465\t0.716\t0.052\t0.754\t0.020\t1.678\t0.042\t6360\t100\t0.125\t0.088\t0.665\t0.099\t0.547\t0.029\t-0.730\t0.079\t\n",
"OGLE-LMC-RRLYR-22467\t0.747\t0.050\t0.793\t0.019\t1.730\t0.042\t6280\t100\t-0.023\t0.087\t0.533\t0.098\t0.565\t0.028\t-0.904\t0.077\t\n",
"OGLE-LMC-RRLYR-22468\t0.590\t0.054\t0.732\t0.020\t1.708\t0.042\t6650\t100\t0.046\t0.088\t0.535\t0.099\t0.484\t0.029\t-0.702\t0.080\t\n",
"OGLE-LMC-RRLYR-22469\t0.643\t0.053\t0.728\t0.020\t1.672\t0.042\t6540\t100\t0.148\t0.088\t0.652\t0.099\t0.509\t0.029\t-0.644\t0.081\t\n",
"OGLE-LMC-RRLYR-22470\t0.696\t0.053\t0.739\t0.020\t1.704\t0.042\t6560\t100\t0.086\t0.088\t0.594\t0.099\t0.506\t0.029\t-0.703\t0.080\t\n",
"OGLE-LMC-RRLYR-22476\t0.597\t0.050\t0.732\t0.019\t1.736\t0.041\t6760\t100\t0.004\t0.087\t0.474\t0.098\t0.467\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-22483\t0.568\t0.052\t0.712\t0.020\t1.668\t0.042\t6650\t100\t0.135\t0.088\t0.632\t0.099\t0.487\t0.029\t-0.621\t0.080\t\n",
"OGLE-LMC-RRLYR-22485\t0.738\t0.052\t0.753\t0.020\t1.701\t0.042\t6450\t100\t0.080\t0.088\t0.607\t0.099\t0.531\t0.029\t-0.750\t0.079\t\n",
"OGLE-LMC-RRLYR-22491\t0.698\t0.054\t0.774\t0.020\t1.742\t0.042\t6450\t100\t-0.053\t0.088\t0.473\t0.099\t0.532\t0.029\t-0.878\t0.081\t\n",
"OGLE-LMC-RRLYR-22507\t0.639\t0.055\t0.753\t0.021\t1.685\t0.043\t6370\t110\t0.045\t0.090\t0.61\t0.10\t0.552\t0.029\t-0.815\t0.084\t\n",
"OGLE-LMC-RRLYR-22508\t0.629\t0.051\t0.749\t0.020\t1.638\t0.044\t6290\t110\t0.164\t0.092\t0.72\t0.11\t0.563\t0.030\t-0.714\t0.078\t\n",
"OGLE-LMC-RRLYR-22512\t0.643\t0.050\t0.797\t0.020\t1.755\t0.042\t6360\t100\t-0.103\t0.088\t0.439\t0.099\t0.544\t0.029\t-0.953\t0.079\t\n",
"OGLE-LMC-RRLYR-22516\t0.702\t0.051\t0.782\t0.019\t1.717\t0.042\t6300\t100\t-0.005\t0.087\t0.548\t0.098\t0.558\t0.028\t-0.876\t0.078\t\n",
"OGLE-LMC-RRLYR-22518\t0.644\t0.051\t0.787\t0.019\t1.704\t0.042\t6240\t100\t-0.004\t0.088\t0.567\t0.099\t0.579\t0.028\t-0.905\t0.078\t\n",
"OGLE-LMC-RRLYR-22521\t0.639\t0.052\t0.768\t0.020\t1.743\t0.043\t6500\t100\t-0.069\t0.089\t0.44\t0.10\t0.519\t0.028\t-0.871\t0.081\t\n",
"OGLE-LMC-RRLYR-22522\t0.646\t0.053\t0.736\t0.020\t1.661\t0.042\t6440\t100\t0.166\t0.088\t0.694\t0.099\t0.530\t0.029\t-0.663\t0.080\t\n",
"OGLE-LMC-RRLYR-22523\t0.646\t0.053\t0.749\t0.020\t1.684\t0.042\t6420\t110\t0.066\t0.088\t0.59\t0.10\t0.537\t0.029\t-0.766\t0.080\t\n",
"OGLE-LMC-RRLYR-22525\t0.640\t0.058\t0.727\t0.021\t1.713\t0.044\t6700\t110\t0.054\t0.091\t0.53\t0.10\t0.475\t0.029\t-0.680\t0.084\t\n",
"OGLE-LMC-RRLYR-22526\t0.576\t0.052\t0.679\t0.019\t1.665\t0.042\t6880\t100\t0.204\t0.088\t0.652\t0.099\t0.439\t0.028\t-0.474\t0.079\t\n",
"OGLE-LMC-RRLYR-22528\t0.598\t0.052\t0.716\t0.019\t1.680\t0.042\t6660\t100\t0.118\t0.087\t0.614\t0.099\t0.485\t0.028\t-0.634\t0.079\t\n",
"OGLE-LMC-RRLYR-22532\t0.545\t0.050\t0.705\t0.019\t1.700\t0.042\t6810\t100\t0.085\t0.087\t0.539\t0.099\t0.447\t0.029\t-0.607\t0.078\t\n",
"OGLE-LMC-RRLYR-22538\t0.685\t0.052\t0.794\t0.020\t1.819\t0.042\t6590\t100\t-0.206\t0.088\t0.311\t0.099\t0.505\t0.029\t-0.989\t0.081\t\n",
"OGLE-LMC-RRLYR-22541\t0.714\t0.053\t0.750\t0.020\t1.707\t0.042\t6500\t100\t0.079\t0.088\t0.595\t0.099\t0.519\t0.028\t-0.732\t0.079\t\n",
"OGLE-LMC-RRLYR-22545\t0.708\t0.051\t0.762\t0.019\t1.723\t0.042\t6470\t100\t0.030\t0.087\t0.549\t0.098\t0.524\t0.028\t-0.787\t0.078\t\n",
"OGLE-LMC-RRLYR-22547\t0.712\t0.052\t0.759\t0.020\t1.675\t0.042\t6320\t100\t0.119\t0.088\t0.664\t0.099\t0.556\t0.029\t-0.749\t0.079\t\n",
"OGLE-LMC-RRLYR-22552\t0.720\t0.054\t0.768\t0.021\t1.710\t0.043\t6380\t110\t0.036\t0.089\t0.56\t0.10\t0.544\t0.029\t-0.810\t0.082\t\n",
"OGLE-LMC-RRLYR-22555\t0.635\t0.057\t0.820\t0.021\t1.802\t0.043\t6340\t110\t-0.242\t0.090\t0.30\t0.10\t0.551\t0.031\t-1.100\t0.085\t\n",
"OGLE-LMC-RRLYR-22557\t0.653\t0.053\t0.727\t0.020\t1.684\t0.042\t6580\t100\t0.125\t0.088\t0.625\t0.099\t0.499\t0.028\t-0.655\t0.080\t\n",
"OGLE-LMC-RRLYR-22559\t0.693\t0.054\t0.746\t0.021\t1.709\t0.043\t6540\t110\t0.046\t0.089\t0.56\t0.10\t0.515\t0.029\t-0.758\t0.083\t\n",
"OGLE-LMC-RRLYR-22562\t0.621\t0.056\t0.728\t0.021\t1.638\t0.043\t6420\t100\t0.174\t0.090\t0.72\t0.10\t0.543\t0.029\t-0.666\t0.084\t\n",
"OGLE-LMC-RRLYR-22564\t0.588\t0.052\t0.707\t0.020\t1.674\t0.042\t6710\t100\t0.147\t0.087\t0.628\t0.099\t0.472\t0.029\t-0.585\t0.079\t\n",
"OGLE-LMC-RRLYR-22565\t0.601\t0.052\t0.704\t0.019\t1.661\t0.042\t6680\t100\t0.164\t0.088\t0.652\t0.099\t0.481\t0.029\t-0.582\t0.079\t\n",
"OGLE-LMC-RRLYR-22567\t0.600\t0.050\t0.723\t0.019\t1.722\t0.042\t6770\t100\t0.042\t0.087\t0.509\t0.098\t0.460\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-22569\t0.599\t0.051\t0.762\t0.019\t1.780\t0.042\t6690\t100\t-0.124\t0.087\t0.363\t0.099\t0.479\t0.028\t-0.866\t0.079\t\n",
"OGLE-LMC-RRLYR-22574\t0.634\t0.050\t0.789\t0.019\t1.797\t0.042\t6550\t100\t-0.188\t0.087\t0.329\t0.098\t0.511\t0.028\t-0.976\t0.078\t\n",
"OGLE-LMC-RRLYR-22589\t0.543\t0.050\t0.692\t0.019\t1.652\t0.042\t6750\t100\t0.179\t0.087\t0.657\t0.098\t0.467\t0.029\t-0.540\t0.077\t\n",
"OGLE-LMC-RRLYR-22596\t0.658\t0.054\t0.727\t0.020\t1.685\t0.043\t6600\t100\t0.122\t0.088\t0.63\t0.10\t0.501\t0.029\t-0.656\t0.079\t\n",
"OGLE-LMC-RRLYR-22597\t0.601\t0.052\t0.715\t0.019\t1.672\t0.042\t6630\t100\t0.134\t0.088\t0.629\t0.099\t0.491\t0.029\t-0.627\t0.079\t\n",
"OGLE-LMC-RRLYR-22599\t0.676\t0.050\t0.757\t0.019\t1.741\t0.042\t6593\t99\t-0.012\t0.087\t0.500\t0.098\t0.502\t0.028\t-0.789\t0.077\t\n",
"OGLE-LMC-RRLYR-22603\t0.632\t0.053\t0.743\t0.020\t1.651\t0.044\t6350\t100\t0.146\t0.090\t0.68\t0.10\t0.550\t0.029\t-0.709\t0.081\t\n",
"OGLE-LMC-RRLYR-22605\t0.595\t0.056\t0.697\t0.020\t1.683\t0.042\t6810\t100\t0.144\t0.089\t0.610\t0.099\t0.450\t0.029\t-0.552\t0.083\t\n",
"OGLE-LMC-RRLYR-22606\t0.573\t0.055\t0.725\t0.021\t1.724\t0.043\t6760\t110\t0.022\t0.089\t0.49\t0.10\t0.463\t0.029\t-0.696\t0.083\t\n",
"OGLE-LMC-RRLYR-22608\t0.613\t0.051\t0.730\t0.019\t1.704\t0.042\t6610\t100\t0.054\t0.087\t0.566\t0.098\t0.497\t0.028\t-0.721\t0.078\t\n",
"OGLE-LMC-RRLYR-22609\t0.618\t0.055\t0.725\t0.021\t1.675\t0.042\t6570\t110\t0.122\t0.089\t0.627\t0.099\t0.503\t0.029\t-0.662\t0.082\t\n",
"OGLE-LMC-RRLYR-22617\t0.688\t0.054\t0.750\t0.020\t1.687\t0.042\t6420\t100\t0.089\t0.088\t0.624\t0.099\t0.539\t0.029\t-0.751\t0.080\t\n",
"OGLE-LMC-RRLYR-22621\t0.758\t0.049\t0.798\t0.019\t1.727\t0.042\t6239\t99\t-0.025\t0.087\t0.544\t0.099\t0.574\t0.028\t-0.918\t0.077\t\n",
"OGLE-LMC-RRLYR-22622\t0.713\t0.053\t0.732\t0.020\t1.668\t0.043\t6490\t100\t0.192\t0.090\t0.71\t0.10\t0.521\t0.029\t-0.619\t0.081\t\n",
"OGLE-LMC-RRLYR-22630\t0.680\t0.053\t0.743\t0.020\t1.691\t0.042\t6480\t100\t0.090\t0.088\t0.611\t0.099\t0.524\t0.029\t-0.726\t0.081\t\n",
"OGLE-LMC-RRLYR-22631\t0.685\t0.056\t0.725\t0.020\t1.710\t0.043\t6690\t100\t0.087\t0.088\t0.57\t0.10\t0.477\t0.028\t-0.657\t0.080\t\n",
"OGLE-LMC-RRLYR-22642\t0.617\t0.050\t0.735\t0.019\t1.700\t0.042\t6590\t100\t0.065\t0.087\t0.572\t0.098\t0.500\t0.028\t-0.714\t0.078\t\n",
"OGLE-LMC-RRLYR-22645\t0.680\t0.055\t0.743\t0.020\t1.706\t0.043\t6550\t110\t0.057\t0.089\t0.56\t0.10\t0.508\t0.029\t-0.738\t0.082\t\n",
"OGLE-LMC-RRLYR-22652\t0.560\t0.058\t0.694\t0.021\t1.646\t0.044\t6700\t100\t0.189\t0.090\t0.68\t0.10\t0.477\t0.029\t-0.551\t0.083\t\n",
"OGLE-LMC-RRLYR-22655\t0.655\t0.053\t0.774\t0.020\t1.804\t0.042\t6680\t100\t-0.151\t0.088\t0.343\t0.099\t0.480\t0.029\t-0.894\t0.081\t\n",
"OGLE-LMC-RRLYR-22665\t0.612\t0.050\t0.710\t0.019\t1.644\t0.042\t6570\t100\t0.200\t0.087\t0.707\t0.099\t0.505\t0.028\t-0.584\t0.077\t\n",
"OGLE-LMC-RRLYR-22669\t0.656\t0.052\t0.739\t0.020\t1.688\t0.042\t6520\t100\t0.077\t0.088\t0.597\t0.099\t0.518\t0.029\t-0.731\t0.080\t\n",
"OGLE-LMC-RRLYR-22670\t0.625\t0.054\t0.729\t0.020\t1.699\t0.042\t6630\t100\t0.107\t0.088\t0.601\t0.099\t0.486\t0.029\t-0.650\t0.081\t\n",
"OGLE-LMC-RRLYR-22672\t0.683\t0.053\t0.763\t0.020\t1.740\t0.042\t6520\t100\t-0.013\t0.088\t0.489\t0.099\t0.509\t0.029\t-0.808\t0.080\t\n",
"OGLE-LMC-RRLYR-22675\t0.580\t0.050\t0.810\t0.019\t1.793\t0.043\t6370\t100\t-0.229\t0.089\t0.30\t0.10\t0.537\t0.029\t-1.063\t0.078\t\n",
"OGLE-LMC-RRLYR-22682\t0.584\t0.053\t0.716\t0.020\t1.709\t0.042\t6780\t100\t0.075\t0.088\t0.550\t0.099\t0.462\t0.029\t-0.637\t0.081\t\n",
"OGLE-LMC-RRLYR-22687\t0.674\t0.055\t0.736\t0.021\t1.680\t0.043\t6510\t110\t0.124\t0.089\t0.64\t0.10\t0.519\t0.029\t-0.685\t0.083\t\n",
"OGLE-LMC-RRLYR-22688\t0.619\t0.052\t0.714\t0.020\t1.668\t0.042\t6640\t100\t0.138\t0.088\t0.638\t0.099\t0.494\t0.029\t-0.630\t0.080\t\n",
"OGLE-LMC-RRLYR-22691\t0.704\t0.052\t0.744\t0.020\t1.620\t0.043\t6220\t100\t0.243\t0.089\t0.81\t0.10\t0.578\t0.028\t-0.666\t0.079\t\n",
"OGLE-LMC-RRLYR-22699\t0.672\t0.050\t0.799\t0.019\t1.752\t0.042\t6318\t99\t-0.090\t0.087\t0.459\t0.099\t0.556\t0.028\t-0.958\t0.077\t\n",
"OGLE-LMC-RRLYR-22700\t0.542\t0.054\t0.702\t0.020\t1.688\t0.042\t6790\t100\t0.109\t0.089\t0.575\t0.099\t0.456\t0.029\t-0.596\t0.081\t\n",
"OGLE-LMC-RRLYR-22704\t0.678\t0.050\t0.748\t0.019\t1.626\t0.042\t6230\t100\t0.204\t0.088\t0.77\t0.10\t0.579\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-22705\t0.591\t0.054\t0.713\t0.021\t1.650\t0.043\t6590\t100\t0.209\t0.090\t0.70\t0.10\t0.498\t0.029\t-0.569\t0.082\t\n",
"OGLE-LMC-RRLYR-22712\t0.646\t0.054\t0.751\t0.020\t1.760\t0.042\t6700\t100\t-0.050\t0.089\t0.436\t0.099\t0.479\t0.029\t-0.793\t0.083\t\n",
"OGLE-LMC-RRLYR-22732\t0.636\t0.055\t0.737\t0.021\t1.671\t0.043\t6470\t110\t0.139\t0.089\t0.65\t0.10\t0.523\t0.029\t-0.677\t0.082\t\n",
"OGLE-LMC-RRLYR-22733\t0.562\t0.057\t0.688\t0.021\t1.646\t0.043\t6730\t100\t0.203\t0.090\t0.69\t0.10\t0.468\t0.029\t-0.525\t0.083\t\n",
"OGLE-LMC-RRLYR-22736\t0.694\t0.058\t0.755\t0.022\t1.677\t0.044\t6340\t110\t0.086\t0.090\t0.63\t0.10\t0.556\t0.031\t-0.783\t0.088\t\n",
"OGLE-LMC-RRLYR-22745\t0.598\t0.055\t0.720\t0.021\t1.665\t0.043\t6570\t100\t0.149\t0.089\t0.65\t0.10\t0.504\t0.029\t-0.634\t0.082\t\n",
"OGLE-LMC-RRLYR-22747\t0.660\t0.053\t0.746\t0.020\t1.667\t0.043\t6370\t100\t0.127\t0.090\t0.66\t0.10\t0.544\t0.029\t-0.724\t0.081\t\n",
"OGLE-LMC-RRLYR-22748\t0.566\t0.052\t0.682\t0.020\t1.619\t0.042\t6680\t110\t0.258\t0.088\t0.746\t0.099\t0.482\t0.030\t-0.496\t0.081\t\n",
"OGLE-LMC-RRLYR-22749\t0.576\t0.055\t0.680\t0.020\t1.655\t0.042\t6840\t110\t0.205\t0.089\t0.659\t0.099\t0.446\t0.029\t-0.485\t0.082\t\n",
"OGLE-LMC-RRLYR-22762\t0.723\t0.052\t0.809\t0.020\t1.761\t0.043\t6250\t100\t-0.133\t0.088\t0.43\t0.10\t0.573\t0.029\t-1.025\t0.080\t\n",
"OGLE-LMC-RRLYR-22769\t0.635\t0.054\t0.714\t0.020\t1.677\t0.043\t6670\t110\t0.139\t0.088\t0.62\t0.10\t0.484\t0.029\t-0.610\t0.080\t\n",
"OGLE-LMC-RRLYR-22770\t0.639\t0.055\t0.797\t0.021\t1.803\t0.042\t6500\t110\t-0.209\t0.089\t0.322\t0.099\t0.522\t0.029\t-1.011\t0.083\t\n",
"OGLE-LMC-RRLYR-22771\t0.630\t0.053\t0.765\t0.020\t1.749\t0.042\t6540\t100\t-0.063\t0.088\t0.44\t0.10\t0.513\t0.029\t-0.855\t0.081\t\n",
"OGLE-LMC-RRLYR-22775\t0.669\t0.054\t0.739\t0.020\t1.665\t0.042\t6430\t110\t0.150\t0.088\t0.681\t0.099\t0.534\t0.029\t-0.678\t0.081\t\n",
"OGLE-LMC-RRLYR-22784\t0.619\t0.055\t0.800\t0.022\t1.793\t0.044\t6440\t110\t-0.191\t0.092\t0.31\t0.10\t0.522\t0.030\t-1.013\t0.088\t\n",
"OGLE-LMC-RRLYR-22799\t0.579\t0.050\t0.702\t0.019\t1.659\t0.042\t6690\t100\t0.186\t0.087\t0.670\t0.099\t0.475\t0.028\t-0.560\t0.077\t\n",
"OGLE-LMC-RRLYR-22805\t0.658\t0.055\t0.744\t0.020\t1.697\t0.042\t6520\t100\t0.062\t0.088\t0.588\t0.099\t0.519\t0.029\t-0.742\t0.082\t\n",
"OGLE-LMC-RRLYR-22809\t0.645\t0.052\t0.753\t0.020\t1.658\t0.042\t6310\t100\t0.132\t0.088\t0.69\t0.10\t0.562\t0.028\t-0.739\t0.079\t\n",
"OGLE-LMC-RRLYR-22810\t0.656\t0.054\t0.735\t0.020\t1.704\t0.043\t6590\t110\t0.072\t0.089\t0.56\t0.10\t0.498\t0.029\t-0.705\t0.081\t\n",
"OGLE-LMC-RRLYR-22813\t0.646\t0.050\t0.731\t0.019\t1.675\t0.042\t6530\t100\t0.136\t0.087\t0.647\t0.098\t0.514\t0.028\t-0.663\t0.077\t\n",
"OGLE-LMC-RRLYR-22814\t0.676\t0.052\t0.791\t0.020\t1.752\t0.043\t6350\t100\t-0.099\t0.089\t0.44\t0.10\t0.548\t0.028\t-0.949\t0.081\t\n",
"OGLE-LMC-RRLYR-22824\t0.554\t0.049\t0.727\t0.019\t1.728\t0.041\t6760\t100\t0.000\t0.087\t0.464\t0.098\t0.459\t0.028\t-0.708\t0.077\t\n",
"OGLE-LMC-RRLYR-22831\t0.630\t0.052\t0.763\t0.020\t1.758\t0.042\t6610\t100\t-0.077\t0.088\t0.427\t0.099\t0.498\t0.029\t-0.850\t0.080\t\n",
"OGLE-LMC-RRLYR-22832\t0.630\t0.057\t0.736\t0.021\t1.617\t0.045\t6270\t110\t0.215\t0.091\t0.78\t0.10\t0.571\t0.029\t-0.680\t0.082\t\n",
"OGLE-LMC-RRLYR-22842\t0.757\t0.053\t0.825\t0.020\t1.842\t0.043\t6420\t100\t-0.267\t0.090\t0.26\t0.10\t0.535\t0.028\t-1.100\t0.082\t\n",
"OGLE-LMC-RRLYR-22847\t0.685\t0.051\t0.748\t0.019\t1.672\t0.042\t6390\t100\t0.124\t0.087\t0.662\t0.098\t0.544\t0.028\t-0.725\t0.078\t\n",
"OGLE-LMC-RRLYR-22854\t0.717\t0.052\t0.772\t0.020\t1.688\t0.043\t6260\t100\t0.044\t0.089\t0.61\t0.10\t0.572\t0.028\t-0.849\t0.079\t\n",
"OGLE-LMC-RRLYR-22861\t0.684\t0.053\t0.746\t0.020\t1.721\t0.042\t6590\t100\t0.058\t0.088\t0.558\t0.099\t0.498\t0.029\t-0.716\t0.080\t\n",
"OGLE-LMC-RRLYR-22867\t0.680\t0.053\t0.759\t0.020\t1.694\t0.043\t6380\t100\t0.086\t0.090\t0.61\t0.10\t0.539\t0.028\t-0.759\t0.080\t\n",
"OGLE-LMC-RRLYR-22881\t0.742\t0.053\t0.780\t0.020\t1.735\t0.042\t6370\t110\t-0.015\t0.088\t0.523\t0.099\t0.545\t0.029\t-0.868\t0.080\t\n",
"OGLE-LMC-RRLYR-22889\t0.623\t0.055\t0.712\t0.020\t1.668\t0.042\t6650\t110\t0.146\t0.088\t0.646\t0.099\t0.490\t0.029\t-0.612\t0.082\t\n",
"OGLE-LMC-RRLYR-22893\t0.737\t0.050\t0.782\t0.019\t1.699\t0.042\t6250\t100\t0.048\t0.088\t0.612\t0.099\t0.574\t0.028\t-0.845\t0.078\t\n",
"OGLE-LMC-RRLYR-22896\t0.649\t0.052\t0.740\t0.020\t1.729\t0.042\t6660\t100\t0.025\t0.087\t0.518\t0.099\t0.484\t0.028\t-0.727\t0.079\t\n",
"OGLE-LMC-RRLYR-22902\t0.575\t0.056\t0.710\t0.022\t1.684\t0.043\t6720\t110\t0.127\t0.089\t0.60\t0.10\t0.470\t0.030\t-0.602\t0.084\t\n",
"OGLE-LMC-RRLYR-22905\t0.707\t0.052\t0.785\t0.020\t1.776\t0.042\t6490\t100\t-0.121\t0.088\t0.39\t0.10\t0.523\t0.028\t-0.932\t0.080\t\n",
"OGLE-LMC-RRLYR-22906\t0.730\t0.055\t0.757\t0.020\t1.666\t0.043\t6290\t100\t0.118\t0.089\t0.67\t0.10\t0.568\t0.028\t-0.768\t0.081\t\n",
"OGLE-LMC-RRLYR-22909\t0.619\t0.053\t0.722\t0.020\t1.700\t0.042\t6690\t100\t0.085\t0.087\t0.572\t0.098\t0.478\t0.029\t-0.658\t0.079\t\n",
"OGLE-LMC-RRLYR-22917\t0.643\t0.055\t0.724\t0.020\t1.686\t0.043\t6620\t110\t0.109\t0.089\t0.61\t0.10\t0.497\t0.029\t-0.665\t0.082\t\n",
"OGLE-LMC-RRLYR-22922\t0.662\t0.050\t0.755\t0.019\t1.717\t0.042\t6496\t99\t0.017\t0.087\t0.541\t0.099\t0.523\t0.028\t-0.794\t0.078\t\n",
"OGLE-LMC-RRLYR-22923\t0.643\t0.050\t0.746\t0.019\t1.638\t0.042\t6302\t99\t0.176\t0.087\t0.731\t0.099\t0.563\t0.028\t-0.707\t0.077\t\n",
"OGLE-LMC-RRLYR-22924\t0.643\t0.052\t0.827\t0.020\t1.838\t0.042\t6410\t100\t-0.314\t0.089\t0.22\t0.10\t0.536\t0.029\t-1.140\t0.081\t\n",
"OGLE-LMC-RRLYR-22926\t0.538\t0.053\t0.682\t0.020\t1.646\t0.042\t6790\t100\t0.215\t0.088\t0.680\t0.099\t0.452\t0.029\t-0.485\t0.080\t\n",
"OGLE-LMC-RRLYR-22927\t0.696\t0.055\t0.811\t0.021\t1.807\t0.043\t6410\t110\t-0.220\t0.090\t0.32\t0.10\t0.545\t0.029\t-1.064\t0.084\t\n",
"OGLE-LMC-RRLYR-22929\t0.727\t0.052\t0.826\t0.020\t1.791\t0.042\t6270\t100\t-0.183\t0.088\t0.38\t0.10\t0.570\t0.028\t-1.064\t0.079\t\n",
"OGLE-LMC-RRLYR-22937\t0.556\t0.053\t0.695\t0.020\t1.627\t0.042\t6630\t100\t0.217\t0.088\t0.723\t0.099\t0.495\t0.029\t-0.546\t0.079\t\n",
"OGLE-LMC-RRLYR-22938\t0.647\t0.052\t0.723\t0.020\t1.651\t0.043\t6510\t100\t0.176\t0.089\t0.70\t0.10\t0.519\t0.028\t-0.628\t0.080\t\n",
"OGLE-LMC-RRLYR-22940\t0.614\t0.051\t0.736\t0.020\t1.632\t0.043\t6350\t100\t0.211\t0.088\t0.74\t0.10\t0.551\t0.029\t-0.656\t0.079\t\n",
"OGLE-LMC-RRLYR-22948\t0.573\t0.061\t0.701\t0.022\t1.653\t0.044\t6670\t110\t0.168\t0.091\t0.66\t0.10\t0.483\t0.030\t-0.581\t0.087\t\n",
"OGLE-LMC-RRLYR-22953\t0.658\t0.054\t0.726\t0.020\t1.690\t0.042\t6620\t100\t0.103\t0.088\t0.612\t0.099\t0.497\t0.029\t-0.668\t0.080\t\n",
"OGLE-LMC-RRLYR-22956\t0.678\t0.051\t0.738\t0.019\t1.673\t0.042\t6470\t100\t0.147\t0.087\t0.655\t0.099\t0.522\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-22962\t0.643\t0.052\t0.742\t0.020\t1.640\t0.043\t6330\t100\t0.191\t0.089\t0.73\t0.10\t0.555\t0.029\t-0.672\t0.080\t\n",
"OGLE-LMC-RRLYR-22963\t0.675\t0.056\t0.747\t0.021\t1.736\t0.043\t6630\t110\t0.009\t0.089\t0.502\t0.099\t0.489\t0.029\t-0.755\t0.083\t\n",
"OGLE-LMC-RRLYR-22964\t0.668\t0.058\t0.737\t0.022\t1.679\t0.044\t6490\t110\t0.125\t0.090\t0.64\t0.10\t0.520\t0.030\t-0.688\t0.086\t\n",
"OGLE-LMC-RRLYR-22965\t0.665\t0.053\t0.734\t0.020\t1.672\t0.042\t6490\t100\t0.129\t0.088\t0.652\t0.099\t0.525\t0.029\t-0.686\t0.080\t\n",
"OGLE-LMC-RRLYR-22969\t0.668\t0.062\t0.758\t0.023\t1.730\t0.043\t6510\t120\t-0.008\t0.091\t0.49\t0.10\t0.513\t0.033\t-0.809\t0.092\t\n",
"OGLE-LMC-RRLYR-22971\t0.671\t0.050\t0.761\t0.019\t1.652\t0.042\t6250\t100\t0.140\t0.087\t0.713\t0.099\t0.577\t0.028\t-0.755\t0.077\t\n",
"OGLE-LMC-RRLYR-22972\t0.726\t0.051\t0.749\t0.019\t1.712\t0.042\t6530\t100\t0.050\t0.088\t0.57\t0.10\t0.520\t0.028\t-0.759\t0.079\t\n",
"OGLE-LMC-RRLYR-22978\t0.682\t0.053\t0.746\t0.020\t1.691\t0.042\t6450\t100\t0.070\t0.088\t0.609\t0.099\t0.533\t0.029\t-0.763\t0.080\t\n",
"OGLE-LMC-RRLYR-22980\t0.688\t0.058\t0.713\t0.021\t1.694\t0.043\t6730\t100\t0.127\t0.090\t0.60\t0.10\t0.472\t0.029\t-0.607\t0.083\t\n",
"OGLE-LMC-RRLYR-22982\t0.728\t0.054\t0.763\t0.020\t1.724\t0.042\t6460\t100\t0.021\t0.088\t0.548\t0.099\t0.530\t0.029\t-0.802\t0.081\t\n",
"OGLE-LMC-RRLYR-22991\t0.712\t0.053\t0.771\t0.020\t1.706\t0.042\t6350\t100\t0.050\t0.088\t0.598\t0.099\t0.550\t0.029\t-0.806\t0.080\t\n",
"OGLE-LMC-RRLYR-22992\t0.698\t0.052\t0.763\t0.020\t1.685\t0.042\t6320\t100\t0.086\t0.088\t0.62\t0.10\t0.554\t0.028\t-0.782\t0.078\t\n",
"OGLE-LMC-RRLYR-22993\t0.698\t0.052\t0.745\t0.020\t1.661\t0.042\t6370\t100\t0.156\t0.088\t0.691\t0.099\t0.547\t0.028\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-22998\t0.741\t0.053\t0.780\t0.020\t1.725\t0.042\t6340\t100\t-0.023\t0.088\t0.53\t0.10\t0.561\t0.029\t-0.895\t0.082\t\n",
"OGLE-LMC-RRLYR-23000\t0.679\t0.055\t0.741\t0.021\t1.690\t0.043\t6500\t110\t0.122\t0.089\t0.634\t0.099\t0.515\t0.029\t-0.686\t0.083\t\n",
"OGLE-LMC-RRLYR-23009\t0.621\t0.053\t0.718\t0.020\t1.699\t0.042\t6710\t100\t0.092\t0.088\t0.575\t0.099\t0.473\t0.029\t-0.641\t0.081\t\n",
"OGLE-LMC-RRLYR-23013\t0.595\t0.061\t0.713\t0.022\t1.673\t0.046\t6670\t110\t0.159\t0.094\t0.64\t0.11\t0.480\t0.030\t-0.581\t0.087\t\n",
"OGLE-LMC-RRLYR-23018\t0.614\t0.053\t0.724\t0.020\t1.663\t0.043\t6550\t100\t0.130\t0.088\t0.65\t0.10\t0.514\t0.029\t-0.664\t0.080\t\n",
"OGLE-LMC-RRLYR-23020\t0.603\t0.052\t0.754\t0.020\t1.760\t0.042\t6680\t100\t-0.059\t0.088\t0.436\t0.099\t0.479\t0.028\t-0.805\t0.079\t\n",
"OGLE-LMC-RRLYR-23022\t0.671\t0.053\t0.739\t0.020\t1.704\t0.042\t6580\t100\t0.064\t0.087\t0.582\t0.099\t0.506\t0.029\t-0.719\t0.079\t\n",
"OGLE-LMC-RRLYR-23029\t0.615\t0.052\t0.722\t0.019\t1.731\t0.042\t6800\t100\t0.033\t0.087\t0.490\t0.099\t0.452\t0.028\t-0.669\t0.079\t\n",
"OGLE-LMC-RRLYR-23032\t0.642\t0.055\t0.743\t0.020\t1.692\t0.042\t6520\t100\t0.071\t0.088\t0.601\t0.099\t0.520\t0.029\t-0.736\t0.081\t\n",
"OGLE-LMC-RRLYR-23035\t0.618\t0.052\t0.747\t0.020\t1.726\t0.042\t6600\t100\t-0.001\t0.087\t0.503\t0.099\t0.498\t0.029\t-0.774\t0.080\t\n",
"OGLE-LMC-RRLYR-23051\t0.603\t0.055\t0.716\t0.020\t1.655\t0.043\t6560\t100\t0.164\t0.089\t0.67\t0.10\t0.507\t0.029\t-0.621\t0.082\t\n",
"OGLE-LMC-RRLYR-23052\t0.664\t0.052\t0.745\t0.020\t1.635\t0.043\t6300\t100\t0.178\t0.090\t0.74\t0.10\t0.569\t0.029\t-0.706\t0.079\t\n",
"OGLE-LMC-RRLYR-23059\t0.656\t0.058\t0.732\t0.022\t1.611\t0.047\t6300\t100\t0.265\t0.094\t0.81\t0.11\t0.560\t0.029\t-0.616\t0.084\t\n",
"OGLE-LMC-RRLYR-23065\t0.554\t0.050\t0.714\t0.019\t1.716\t0.042\t6820\t100\t0.045\t0.087\t0.498\t0.099\t0.446\t0.029\t-0.643\t0.078\t\n",
"OGLE-LMC-RRLYR-23066\t0.703\t0.054\t0.814\t0.021\t1.813\t0.043\t6410\t100\t-0.232\t0.090\t0.30\t0.10\t0.540\t0.029\t-1.064\t0.083\t\n",
"OGLE-LMC-RRLYR-23067\t0.611\t0.059\t0.711\t0.021\t1.665\t0.043\t6640\t110\t0.167\t0.089\t0.65\t0.10\t0.487\t0.030\t-0.585\t0.084\t\n",
"OGLE-LMC-RRLYR-23073\t0.696\t0.052\t0.779\t0.020\t1.703\t0.044\t6300\t100\t0.029\t0.090\t0.59\t0.10\t0.561\t0.029\t-0.836\t0.079\t\n",
"OGLE-LMC-RRLYR-23079\t0.595\t0.053\t0.684\t0.020\t1.633\t0.042\t6710\t100\t0.243\t0.088\t0.72\t0.10\t0.473\t0.029\t-0.499\t0.080\t\n",
"OGLE-LMC-RRLYR-23081\t0.647\t0.051\t0.738\t0.020\t1.637\t0.043\t6340\t100\t0.202\t0.089\t0.74\t0.10\t0.551\t0.029\t-0.662\t0.079\t\n",
"OGLE-LMC-RRLYR-23087\t0.704\t0.056\t0.765\t0.020\t1.700\t0.043\t6370\t110\t0.055\t0.089\t0.60\t0.10\t0.551\t0.029\t-0.798\t0.081\t\n",
"OGLE-LMC-RRLYR-23088\t0.595\t0.055\t0.704\t0.020\t1.667\t0.043\t6690\t110\t0.167\t0.088\t0.647\t0.099\t0.475\t0.029\t-0.572\t0.081\t\n",
"OGLE-LMC-RRLYR-23093\t0.648\t0.051\t0.749\t0.019\t1.705\t0.042\t6500\t100\t0.044\t0.087\t0.561\t0.099\t0.519\t0.028\t-0.762\t0.078\t\n",
"OGLE-LMC-RRLYR-23103\t0.648\t0.054\t0.728\t0.020\t1.648\t0.042\t6460\t110\t0.194\t0.089\t0.71\t0.10\t0.530\t0.030\t-0.626\t0.082\t\n",
"OGLE-LMC-RRLYR-23106\t0.613\t0.053\t0.712\t0.020\t1.658\t0.043\t6620\t100\t0.200\t0.089\t0.69\t0.10\t0.488\t0.029\t-0.564\t0.081\t\n",
"OGLE-LMC-RRLYR-23109\t0.682\t0.050\t0.788\t0.019\t1.717\t0.042\t6280\t100\t-0.019\t0.087\t0.545\t0.099\t0.568\t0.028\t-0.902\t0.077\t\n",
"OGLE-LMC-RRLYR-23111\t0.647\t0.053\t0.737\t0.020\t1.680\t0.043\t6510\t100\t0.105\t0.088\t0.63\t0.10\t0.520\t0.029\t-0.704\t0.081\t\n",
"OGLE-LMC-RRLYR-23115\t0.624\t0.051\t0.762\t0.020\t1.654\t0.043\t6240\t100\t0.118\t0.089\t0.69\t0.10\t0.576\t0.028\t-0.778\t0.079\t\n",
"OGLE-LMC-RRLYR-23117\t0.621\t0.052\t0.790\t0.020\t1.752\t0.043\t6370\t100\t-0.099\t0.088\t0.43\t0.10\t0.542\t0.028\t-0.943\t0.079\t\n",
"OGLE-LMC-RRLYR-23125\t0.655\t0.051\t0.754\t0.020\t1.648\t0.043\t6270\t100\t0.144\t0.089\t0.70\t0.10\t0.568\t0.028\t-0.741\t0.078\t\n",
"OGLE-LMC-RRLYR-23126\t0.698\t0.058\t0.765\t0.022\t1.708\t0.043\t6400\t110\t0.033\t0.090\t0.56\t0.10\t0.540\t0.030\t-0.805\t0.084\t\n",
"OGLE-LMC-RRLYR-23134\t0.632\t0.053\t0.730\t0.020\t1.645\t0.042\t6420\t100\t0.181\t0.088\t0.70\t0.10\t0.536\t0.028\t-0.654\t0.080\t\n",
"OGLE-LMC-RRLYR-23136\t0.572\t0.061\t0.688\t0.022\t1.659\t0.044\t6800\t110\t0.191\t0.092\t0.65\t0.10\t0.457\t0.029\t-0.516\t0.088\t\n",
"OGLE-LMC-RRLYR-23142\t0.551\t0.057\t0.678\t0.020\t1.635\t0.043\t6770\t100\t0.237\t0.089\t0.71\t0.10\t0.461\t0.029\t-0.479\t0.083\t\n",
"OGLE-LMC-RRLYR-23145\t0.614\t0.051\t0.728\t0.019\t1.707\t0.042\t6680\t100\t0.059\t0.088\t0.542\t0.099\t0.480\t0.028\t-0.688\t0.079\t\n",
"OGLE-LMC-RRLYR-23147\t0.736\t0.050\t0.788\t0.019\t1.747\t0.042\t6370\t100\t-0.051\t0.087\t0.483\t0.099\t0.546\t0.028\t-0.902\t0.077\t\n",
"OGLE-LMC-RRLYR-23154\t0.680\t0.052\t0.735\t0.020\t1.694\t0.042\t6570\t100\t0.097\t0.087\t0.610\t0.098\t0.507\t0.028\t-0.691\t0.079\t\n",
"OGLE-LMC-RRLYR-23161\t0.583\t0.050\t0.700\t0.019\t1.559\t0.042\t6360\t100\t0.300\t0.088\t0.88\t0.10\t0.570\t0.029\t-0.576\t0.078\t\n",
"OGLE-LMC-RRLYR-23170\t0.620\t0.054\t0.710\t0.020\t1.664\t0.042\t6650\t110\t0.158\t0.088\t0.659\t0.099\t0.491\t0.029\t-0.604\t0.082\t\n",
"OGLE-LMC-RRLYR-23171\t0.597\t0.052\t0.734\t0.020\t1.740\t0.042\t6760\t100\t-0.009\t0.088\t0.463\t0.099\t0.465\t0.029\t-0.730\t0.080\t\n",
"OGLE-LMC-RRLYR-23172\t0.584\t0.053\t0.728\t0.020\t1.637\t0.042\t6390\t100\t0.176\t0.089\t0.71\t0.10\t0.541\t0.029\t-0.667\t0.080\t\n",
"OGLE-LMC-RRLYR-23179\t0.633\t0.055\t0.728\t0.021\t1.686\t0.043\t6590\t110\t0.122\t0.089\t0.61\t0.10\t0.496\t0.029\t-0.653\t0.083\t\n",
"OGLE-LMC-RRLYR-23183\t0.602\t0.052\t0.739\t0.020\t1.634\t0.043\t6320\t100\t0.181\t0.090\t0.73\t0.10\t0.557\t0.028\t-0.688\t0.079\t\n",
"OGLE-LMC-RRLYR-23186\t0.666\t0.053\t0.729\t0.020\t1.671\t0.043\t6530\t100\t0.123\t0.088\t0.64\t0.10\t0.519\t0.029\t-0.683\t0.080\t\n",
"OGLE-LMC-RRLYR-23196\t0.589\t0.053\t0.702\t0.020\t1.633\t0.043\t6610\t100\t0.210\t0.088\t0.71\t0.10\t0.500\t0.029\t-0.565\t0.080\t\n",
"OGLE-LMC-RRLYR-23200\t0.670\t0.053\t0.742\t0.020\t1.692\t0.042\t6500\t100\t0.083\t0.088\t0.60\t0.10\t0.522\t0.029\t-0.731\t0.080\t\n",
"OGLE-LMC-RRLYR-23203\t0.611\t0.052\t0.736\t0.019\t1.734\t0.042\t6710\t100\t0.000\t0.087\t0.481\t0.098\t0.473\t0.029\t-0.734\t0.079\t\n",
"OGLE-LMC-RRLYR-23212\t0.638\t0.053\t0.774\t0.020\t1.769\t0.042\t6550\t100\t-0.112\t0.088\t0.405\t0.098\t0.509\t0.029\t-0.903\t0.081\t\n",
"OGLE-LMC-RRLYR-23214\t0.697\t0.053\t0.759\t0.020\t1.682\t0.042\t6340\t100\t0.096\t0.087\t0.638\t0.099\t0.551\t0.029\t-0.767\t0.079\t\n",
"OGLE-LMC-RRLYR-23217\t0.668\t0.054\t0.772\t0.020\t1.755\t0.042\t6510\t100\t-0.073\t0.089\t0.446\t0.099\t0.516\t0.029\t-0.878\t0.083\t\n",
"OGLE-LMC-RRLYR-23218\t0.688\t0.057\t0.731\t0.021\t1.676\t0.044\t6510\t110\t0.118\t0.090\t0.62\t0.10\t0.516\t0.029\t-0.690\t0.084\t\n",
"OGLE-LMC-RRLYR-23221\t0.623\t0.050\t0.740\t0.019\t1.645\t0.042\t6362\t99\t0.173\t0.087\t0.712\t0.099\t0.547\t0.028\t-0.684\t0.077\t\n",
"OGLE-LMC-RRLYR-23223\t0.644\t0.062\t0.715\t0.022\t1.669\t0.044\t6610\t110\t0.158\t0.091\t0.65\t0.10\t0.493\t0.030\t-0.607\t0.087\t\n",
"OGLE-LMC-RRLYR-23225\t0.753\t0.052\t0.773\t0.020\t1.716\t0.042\t6360\t100\t0.049\t0.088\t0.58\t0.10\t0.545\t0.029\t-0.804\t0.080\t\n",
"OGLE-LMC-RRLYR-23226\t0.673\t0.052\t0.736\t0.020\t1.703\t0.042\t6590\t100\t0.091\t0.087\t0.586\t0.099\t0.497\t0.029\t-0.683\t0.079\t\n",
"OGLE-LMC-RRLYR-23235\t0.676\t0.053\t0.734\t0.020\t1.679\t0.044\t6520\t110\t0.099\t0.092\t0.60\t0.11\t0.498\t0.030\t-0.673\t0.081\t\n",
"OGLE-LMC-RRLYR-23236\t0.597\t0.054\t0.707\t0.020\t1.656\t0.042\t6650\t100\t0.166\t0.088\t0.671\t0.099\t0.491\t0.028\t-0.592\t0.080\t\n",
"OGLE-LMC-RRLYR-23238\t0.748\t0.052\t0.784\t0.020\t1.695\t0.043\t6240\t100\t0.072\t0.089\t0.64\t0.10\t0.582\t0.028\t-0.832\t0.080\t\n",
"OGLE-LMC-RRLYR-23242\t0.589\t0.052\t0.700\t0.020\t1.663\t0.042\t6720\t100\t0.171\t0.087\t0.656\t0.099\t0.472\t0.029\t-0.559\t0.079\t\n",
"OGLE-LMC-RRLYR-23244\t0.648\t0.052\t0.703\t0.020\t1.568\t0.044\t6330\t100\t0.383\t0.092\t0.91\t0.10\t0.552\t0.029\t-0.488\t0.082\t\n",
"OGLE-LMC-RRLYR-23252\t0.576\t0.052\t0.698\t0.020\t1.616\t0.042\t6560\t100\t0.273\t0.087\t0.779\t0.099\t0.506\t0.029\t-0.512\t0.079\t\n",
"OGLE-LMC-RRLYR-23255\t0.654\t0.052\t0.736\t0.020\t1.677\t0.043\t6500\t100\t0.130\t0.090\t0.63\t0.10\t0.511\t0.029\t-0.665\t0.080\t\n",
"OGLE-LMC-RRLYR-23257\t0.679\t0.052\t0.723\t0.020\t1.605\t0.043\t6330\t100\t0.295\t0.089\t0.83\t0.10\t0.553\t0.029\t-0.564\t0.081\t\n",
"OGLE-LMC-RRLYR-23261\t0.717\t0.053\t0.758\t0.020\t1.695\t0.043\t6380\t100\t0.064\t0.088\t0.60\t0.10\t0.547\t0.029\t-0.795\t0.081\t\n",
"OGLE-LMC-RRLYR-23263\t0.655\t0.052\t0.779\t0.020\t1.749\t0.043\t6440\t100\t-0.083\t0.089\t0.43\t0.10\t0.529\t0.029\t-0.905\t0.081\t\n",
"OGLE-LMC-RRLYR-23267\t0.641\t0.055\t0.718\t0.020\t1.693\t0.043\t6700\t100\t0.108\t0.089\t0.59\t0.10\t0.477\t0.029\t-0.634\t0.082\t\n",
"OGLE-LMC-RRLYR-23270\t0.668\t0.053\t0.750\t0.020\t1.677\t0.042\t6400\t100\t0.125\t0.088\t0.652\t0.099\t0.537\t0.029\t-0.715\t0.080\t\n",
"OGLE-LMC-RRLYR-23271\t0.712\t0.054\t0.772\t0.020\t1.748\t0.043\t6490\t100\t-0.055\t0.089\t0.47\t0.10\t0.529\t0.029\t-0.875\t0.081\t\n",
"OGLE-LMC-RRLYR-23273\t0.622\t0.055\t0.697\t0.020\t1.661\t0.043\t6740\t100\t0.212\t0.089\t0.68\t0.10\t0.468\t0.029\t-0.520\t0.080\t\n",
"OGLE-LMC-RRLYR-23279\t0.566\t0.053\t0.705\t0.020\t1.692\t0.042\t6800\t100\t0.109\t0.088\t0.575\t0.099\t0.458\t0.029\t-0.597\t0.081\t\n",
"OGLE-LMC-RRLYR-23280\t0.670\t0.050\t0.748\t0.019\t1.721\t0.042\t6570\t100\t0.022\t0.087\t0.535\t0.098\t0.507\t0.028\t-0.768\t0.078\t\n",
"OGLE-LMC-RRLYR-23282\t0.569\t0.049\t0.756\t0.019\t1.758\t0.041\t6670\t100\t-0.086\t0.087\t0.411\t0.098\t0.486\t0.028\t-0.839\t0.077\t\n",
"OGLE-LMC-RRLYR-23288\t0.642\t0.052\t0.727\t0.020\t1.619\t0.042\t6350\t100\t0.250\t0.088\t0.788\t0.099\t0.548\t0.029\t-0.607\t0.080\t\n",
"OGLE-LMC-RRLYR-23291\t0.655\t0.053\t0.707\t0.020\t1.625\t0.043\t6520\t100\t0.224\t0.091\t0.74\t0.10\t0.507\t0.029\t-0.561\t0.080\t\n",
"OGLE-LMC-RRLYR-23294\t0.655\t0.053\t0.727\t0.020\t1.686\t0.042\t6600\t100\t0.115\t0.088\t0.617\t0.099\t0.498\t0.029\t-0.655\t0.079\t\n",
"OGLE-LMC-RRLYR-23299\t0.544\t0.050\t0.706\t0.019\t1.693\t0.042\t6800\t100\t0.100\t0.087\t0.562\t0.098\t0.455\t0.028\t-0.604\t0.077\t\n",
"OGLE-LMC-RRLYR-23302\t0.681\t0.058\t0.748\t0.022\t1.713\t0.043\t6540\t110\t0.062\t0.090\t0.57\t0.10\t0.509\t0.030\t-0.732\t0.086\t\n",
"OGLE-LMC-RRLYR-23313\t0.594\t0.056\t0.707\t0.021\t1.662\t0.043\t6660\t110\t0.187\t0.089\t0.66\t0.10\t0.480\t0.029\t-0.560\t0.083\t\n",
"OGLE-LMC-RRLYR-23320\t0.617\t0.066\t0.712\t0.023\t1.693\t0.045\t6730\t110\t0.112\t0.092\t0.60\t0.10\t0.470\t0.031\t-0.620\t0.089\t\n",
"OGLE-LMC-RRLYR-23323\t0.672\t0.067\t0.717\t0.023\t1.683\t0.049\t6660\t120\t0.128\t0.099\t0.62\t0.11\t0.487\t0.032\t-0.628\t0.093\t\n",
"OGLE-LMC-RRLYR-23327\t0.766\t0.051\t0.782\t0.020\t1.720\t0.042\t6320\t100\t0.020\t0.087\t0.563\t0.099\t0.557\t0.029\t-0.846\t0.078\t\n",
"OGLE-LMC-RRLYR-23329\t0.741\t0.053\t0.782\t0.020\t1.698\t0.042\t6230\t110\t0.043\t0.088\t0.61\t0.10\t0.577\t0.029\t-0.861\t0.080\t\n",
"OGLE-LMC-RRLYR-23331\t0.632\t0.050\t0.741\t0.019\t1.628\t0.042\t6290\t99\t0.189\t0.088\t0.74\t0.10\t0.565\t0.028\t-0.699\t0.077\t\n",
"OGLE-LMC-RRLYR-23334\t0.604\t0.060\t0.703\t0.022\t1.702\t0.044\t6840\t110\t0.108\t0.091\t0.56\t0.10\t0.443\t0.030\t-0.576\t0.087\t\n",
"OGLE-LMC-RRLYR-23338\t0.611\t0.052\t0.751\t0.019\t1.759\t0.042\t6700\t100\t-0.062\t0.087\t0.422\t0.099\t0.478\t0.028\t-0.803\t0.079\t\n",
"OGLE-LMC-RRLYR-23341\t0.562\t0.053\t0.692\t0.020\t1.626\t0.043\t6630\t100\t0.234\t0.088\t0.73\t0.10\t0.492\t0.028\t-0.533\t0.080\t\n",
"OGLE-LMC-RRLYR-23345\t0.626\t0.055\t0.779\t0.021\t1.707\t0.043\t6300\t100\t-0.007\t0.089\t0.55\t0.10\t0.562\t0.028\t-0.879\t0.080\t\n",
"OGLE-LMC-RRLYR-23350\t0.616\t0.057\t0.726\t0.022\t1.704\t0.045\t6680\t120\t0.065\t0.095\t0.53\t0.11\t0.461\t0.032\t-0.646\t0.086\t\n",
"OGLE-LMC-RRLYR-23354\t0.648\t0.052\t0.732\t0.019\t1.712\t0.042\t6650\t100\t0.061\t0.087\t0.550\t0.099\t0.486\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-23361\t0.654\t0.053\t0.713\t0.020\t1.677\t0.042\t6670\t100\t0.150\t0.088\t0.642\t0.099\t0.484\t0.028\t-0.603\t0.079\t\n",
"OGLE-LMC-RRLYR-23369\t0.675\t0.055\t0.782\t0.021\t1.771\t0.042\t6510\t110\t-0.117\t0.089\t0.404\t0.099\t0.519\t0.030\t-0.923\t0.085\t\n",
"OGLE-LMC-RRLYR-23370\t0.630\t0.051\t0.723\t0.020\t1.584\t0.043\t6270\t100\t0.299\t0.089\t0.86\t0.10\t0.578\t0.029\t-0.601\t0.079\t\n",
"OGLE-LMC-RRLYR-23374\t0.608\t0.051\t0.741\t0.019\t1.641\t0.043\t6360\t100\t0.172\t0.089\t0.71\t0.10\t0.549\t0.028\t-0.682\t0.078\t\n",
"OGLE-LMC-RRLYR-23378\t0.606\t0.055\t0.709\t0.020\t1.693\t0.042\t6770\t100\t0.108\t0.088\t0.581\t0.099\t0.463\t0.029\t-0.608\t0.082\t\n",
"OGLE-LMC-RRLYR-23382\t0.601\t0.053\t0.720\t0.020\t1.686\t0.042\t6650\t100\t0.111\t0.088\t0.602\t0.099\t0.485\t0.029\t-0.641\t0.080\t\n",
"OGLE-LMC-RRLYR-23385\t0.550\t0.053\t0.676\t0.020\t1.617\t0.043\t6710\t100\t0.287\t0.089\t0.76\t0.10\t0.472\t0.029\t-0.450\t0.081\t\n",
"OGLE-LMC-RRLYR-23387\t0.621\t0.052\t0.722\t0.020\t1.669\t0.042\t6580\t100\t0.155\t0.088\t0.658\t0.099\t0.502\t0.028\t-0.626\t0.080\t\n",
"OGLE-LMC-RRLYR-23391\t0.631\t0.054\t0.719\t0.020\t1.668\t0.042\t6590\t100\t0.161\t0.088\t0.665\t0.099\t0.499\t0.029\t-0.614\t0.080\t\n",
"OGLE-LMC-RRLYR-23397\t0.571\t0.053\t0.694\t0.020\t1.636\t0.042\t6670\t100\t0.229\t0.087\t0.720\t0.099\t0.482\t0.029\t-0.518\t0.079\t\n",
"OGLE-LMC-RRLYR-23398\t0.602\t0.050\t0.746\t0.019\t1.735\t0.042\t6650\t100\t-0.030\t0.087\t0.469\t0.098\t0.494\t0.029\t-0.801\t0.079\t\n",
"OGLE-LMC-RRLYR-23403\t0.703\t0.052\t0.764\t0.020\t1.679\t0.043\t6300\t100\t0.127\t0.089\t0.67\t0.10\t0.557\t0.029\t-0.750\t0.080\t\n",
"OGLE-LMC-RRLYR-23405\t0.704\t0.051\t0.752\t0.020\t1.667\t0.042\t6340\t100\t0.155\t0.088\t0.694\t0.099\t0.550\t0.028\t-0.708\t0.079\t\n",
"OGLE-LMC-RRLYR-23407\t0.738\t0.052\t0.766\t0.020\t1.720\t0.042\t6420\t100\t0.039\t0.088\t0.569\t0.099\t0.534\t0.028\t-0.798\t0.080\t\n",
"OGLE-LMC-RRLYR-23410\t0.638\t0.053\t0.763\t0.021\t1.762\t0.043\t6600\t110\t-0.076\t0.089\t0.421\t0.099\t0.495\t0.029\t-0.848\t0.082\t\n",
"OGLE-LMC-RRLYR-23411\t0.675\t0.055\t0.745\t0.020\t1.729\t0.043\t6630\t100\t0.015\t0.089\t0.51\t0.10\t0.495\t0.029\t-0.750\t0.082\t\n",
"OGLE-LMC-RRLYR-23415\t0.662\t0.064\t0.778\t0.025\t1.752\t0.045\t6450\t120\t-0.093\t0.095\t0.44\t0.10\t0.530\t0.031\t-0.919\t0.097\t\n",
"OGLE-LMC-RRLYR-23417\t0.636\t0.054\t0.719\t0.020\t1.661\t0.042\t6560\t100\t0.165\t0.088\t0.673\t0.099\t0.508\t0.029\t-0.622\t0.080\t\n",
"OGLE-LMC-RRLYR-23428\t0.537\t0.055\t0.672\t0.020\t1.622\t0.042\t6750\t100\t0.263\t0.088\t0.744\t0.099\t0.465\t0.028\t-0.458\t0.081\t\n",
"OGLE-LMC-RRLYR-23429\t0.650\t0.060\t0.731\t0.022\t1.697\t0.044\t6610\t110\t0.107\t0.090\t0.59\t0.10\t0.492\t0.030\t-0.660\t0.087\t\n",
"OGLE-LMC-RRLYR-23434\t0.695\t0.051\t0.775\t0.019\t1.717\t0.042\t6350\t100\t0.010\t0.087\t0.547\t0.099\t0.546\t0.028\t-0.840\t0.078\t\n",
"OGLE-LMC-RRLYR-23436\t0.646\t0.057\t0.716\t0.020\t1.701\t0.043\t6740\t100\t0.110\t0.089\t0.58\t0.10\t0.469\t0.029\t-0.618\t0.083\t\n",
"OGLE-LMC-RRLYR-23445\t0.719\t0.054\t0.755\t0.020\t1.701\t0.043\t6440\t100\t0.083\t0.089\t0.60\t0.10\t0.531\t0.029\t-0.747\t0.080\t\n",
"OGLE-LMC-RRLYR-23446\t0.710\t0.052\t0.773\t0.020\t1.702\t0.042\t6310\t100\t0.049\t0.088\t0.59\t0.10\t0.557\t0.028\t-0.819\t0.079\t\n",
"OGLE-LMC-RRLYR-23451\t0.607\t0.052\t0.707\t0.020\t1.662\t0.042\t6670\t100\t0.158\t0.087\t0.650\t0.098\t0.485\t0.029\t-0.597\t0.080\t\n",
"OGLE-LMC-RRLYR-23456\t0.671\t0.054\t0.749\t0.020\t1.701\t0.042\t6500\t100\t0.084\t0.088\t0.594\t0.099\t0.517\t0.029\t-0.720\t0.081\t\n",
"OGLE-LMC-RRLYR-23464\t0.625\t0.061\t0.705\t0.021\t1.671\t0.044\t6710\t110\t0.160\t0.090\t0.65\t0.10\t0.475\t0.029\t-0.573\t0.083\t\n",
"OGLE-LMC-RRLYR-23469\t0.638\t0.059\t0.711\t0.023\t1.691\t0.045\t6720\t120\t0.112\t0.093\t0.57\t0.10\t0.468\t0.032\t-0.615\t0.091\t\n",
"OGLE-LMC-RRLYR-23471\t0.566\t0.059\t0.665\t0.022\t1.624\t0.044\t6790\t110\t0.274\t0.091\t0.74\t0.10\t0.452\t0.030\t-0.430\t0.087\t\n",
"OGLE-LMC-RRLYR-23474\t0.547\t0.050\t0.705\t0.019\t1.699\t0.042\t6820\t100\t0.093\t0.087\t0.549\t0.098\t0.448\t0.028\t-0.601\t0.078\t\n",
"OGLE-LMC-RRLYR-23483\t0.617\t0.052\t0.743\t0.020\t1.663\t0.042\t6400\t100\t0.131\t0.088\t0.660\t0.099\t0.538\t0.028\t-0.709\t0.079\t\n",
"OGLE-LMC-RRLYR-23484\t0.653\t0.053\t0.726\t0.020\t1.669\t0.042\t6530\t100\t0.155\t0.087\t0.662\t0.099\t0.511\t0.029\t-0.642\t0.079\t\n",
"OGLE-LMC-RRLYR-23491\t0.708\t0.057\t0.806\t0.023\t1.796\t0.044\t6410\t110\t-0.171\t0.091\t0.35\t0.10\t0.532\t0.029\t-1.002\t0.086\t\n",
"OGLE-LMC-RRLYR-23494\t0.643\t0.052\t0.762\t0.019\t1.757\t0.042\t6600\t100\t-0.074\t0.088\t0.42\t0.10\t0.499\t0.028\t-0.847\t0.078\t\n",
"OGLE-LMC-RRLYR-23496\t0.688\t0.051\t0.758\t0.019\t1.669\t0.043\t6340\t100\t0.121\t0.089\t0.66\t0.10\t0.550\t0.028\t-0.732\t0.078\t\n",
"OGLE-LMC-RRLYR-23499\t0.644\t0.051\t0.738\t0.019\t1.639\t0.042\t6350\t100\t0.199\t0.089\t0.73\t0.10\t0.549\t0.028\t-0.664\t0.078\t\n",
"OGLE-LMC-RRLYR-23516\t0.653\t0.055\t0.755\t0.021\t1.755\t0.042\t6650\t110\t-0.050\t0.089\t0.448\t0.099\t0.490\t0.029\t-0.807\t0.083\t\n",
"OGLE-LMC-RRLYR-23519\t0.595\t0.058\t0.739\t0.021\t1.656\t0.042\t6400\t110\t0.128\t0.088\t0.66\t0.10\t0.539\t0.030\t-0.713\t0.082\t\n",
"OGLE-LMC-RRLYR-23531\t0.670\t0.058\t0.774\t0.022\t1.766\t0.043\t6540\t110\t-0.091\t0.091\t0.42\t0.10\t0.510\t0.031\t-0.888\t0.090\t\n",
"OGLE-LMC-RRLYR-23538\t0.680\t0.056\t0.739\t0.020\t1.681\t0.043\t6490\t100\t0.104\t0.089\t0.631\t0.099\t0.525\t0.029\t-0.711\t0.081\t\n",
"OGLE-LMC-RRLYR-23548\t0.631\t0.050\t0.751\t0.019\t1.657\t0.043\t6320\t100\t0.129\t0.088\t0.68\t0.10\t0.557\t0.028\t-0.744\t0.078\t\n",
"OGLE-LMC-RRLYR-23552\t0.749\t0.052\t0.770\t0.020\t1.717\t0.042\t6390\t100\t0.052\t0.088\t0.583\t0.099\t0.541\t0.029\t-0.793\t0.080\t\n",
"OGLE-LMC-RRLYR-23554\t0.640\t0.051\t0.757\t0.019\t1.746\t0.042\t6600\t100\t-0.051\t0.087\t0.458\t0.098\t0.501\t0.029\t-0.829\t0.079\t\n",
"OGLE-LMC-RRLYR-23557\t0.700\t0.052\t0.755\t0.020\t1.682\t0.042\t6370\t100\t0.109\t0.088\t0.64\t0.10\t0.544\t0.029\t-0.740\t0.079\t\n",
"OGLE-LMC-RRLYR-23560\t0.599\t0.051\t0.730\t0.020\t1.710\t0.042\t6670\t100\t0.035\t0.088\t0.528\t0.099\t0.486\t0.029\t-0.720\t0.079\t\n",
"OGLE-LMC-RRLYR-23565\t0.664\t0.054\t0.742\t0.020\t1.690\t0.042\t6510\t100\t0.098\t0.088\t0.625\t0.099\t0.518\t0.029\t-0.706\t0.081\t\n",
"OGLE-LMC-RRLYR-23572\t0.742\t0.053\t0.770\t0.020\t1.681\t0.043\t6250\t100\t0.106\t0.089\t0.66\t0.10\t0.571\t0.028\t-0.792\t0.080\t\n",
"OGLE-LMC-RRLYR-23579\t0.664\t0.053\t0.730\t0.020\t1.671\t0.043\t6520\t100\t0.126\t0.089\t0.65\t0.10\t0.519\t0.029\t-0.683\t0.081\t\n",
"OGLE-LMC-RRLYR-23582\t0.566\t0.053\t0.691\t0.020\t1.668\t0.042\t6800\t100\t0.173\t0.088\t0.631\t0.099\t0.451\t0.029\t-0.529\t0.081\t\n",
"OGLE-LMC-RRLYR-23598\t0.669\t0.056\t0.741\t0.021\t1.707\t0.043\t6590\t110\t0.092\t0.090\t0.58\t0.10\t0.497\t0.029\t-0.685\t0.084\t\n",
"OGLE-LMC-RRLYR-23604\t0.620\t0.057\t0.719\t0.021\t1.644\t0.044\t6490\t100\t0.181\t0.089\t0.70\t0.10\t0.523\t0.029\t-0.632\t0.082\t\n",
"OGLE-LMC-RRLYR-23608\t0.694\t0.060\t0.758\t0.022\t1.710\t0.043\t6460\t110\t0.062\t0.090\t0.59\t0.10\t0.526\t0.030\t-0.752\t0.085\t\n",
"OGLE-LMC-RRLYR-23616\t0.565\t0.052\t0.718\t0.019\t1.720\t0.042\t6800\t100\t0.040\t0.087\t0.505\t0.099\t0.455\t0.029\t-0.664\t0.079\t\n",
"OGLE-LMC-RRLYR-23626\t0.709\t0.050\t0.770\t0.019\t1.696\t0.043\t6330\t100\t0.044\t0.090\t0.59\t0.10\t0.550\t0.029\t-0.807\t0.078\t\n",
"OGLE-LMC-RRLYR-23633\t0.598\t0.053\t0.712\t0.020\t1.687\t0.042\t6710\t100\t0.123\t0.087\t0.602\t0.099\t0.471\t0.029\t-0.605\t0.079\t\n",
"OGLE-LMC-RRLYR-23635\t0.591\t0.051\t0.699\t0.019\t1.664\t0.042\t6730\t100\t0.176\t0.087\t0.654\t0.099\t0.468\t0.028\t-0.549\t0.078\t\n",
"OGLE-LMC-RRLYR-23638\t0.675\t0.062\t0.737\t0.023\t1.681\t0.046\t6480\t110\t0.104\t0.093\t0.61\t0.10\t0.521\t0.030\t-0.711\t0.088\t\n",
"OGLE-LMC-RRLYR-23641\t0.653\t0.051\t0.774\t0.020\t1.698\t0.043\t6300\t100\t0.018\t0.089\t0.57\t0.10\t0.559\t0.028\t-0.856\t0.079\t\n",
"OGLE-LMC-RRLYR-23646\t0.693\t0.053\t0.760\t0.020\t1.683\t0.042\t6340\t100\t0.103\t0.088\t0.645\t0.099\t0.551\t0.029\t-0.757\t0.080\t\n",
"OGLE-LMC-RRLYR-23651\t0.649\t0.052\t0.723\t0.020\t1.664\t0.042\t6550\t100\t0.147\t0.088\t0.66\t0.10\t0.513\t0.029\t-0.652\t0.079\t\n",
"OGLE-LMC-RRLYR-23659\t0.702\t0.052\t0.752\t0.020\t1.658\t0.044\t6300\t100\t0.150\t0.089\t0.69\t0.10\t0.557\t0.029\t-0.719\t0.079\t\n",
"OGLE-LMC-RRLYR-23667\t0.564\t0.051\t0.739\t0.020\t1.735\t0.042\t6710\t100\t-0.022\t0.087\t0.463\t0.098\t0.477\t0.029\t-0.762\t0.081\t\n",
"OGLE-LMC-RRLYR-23675\t0.578\t0.056\t0.709\t0.022\t1.669\t0.043\t6680\t110\t0.138\t0.090\t0.62\t0.10\t0.481\t0.030\t-0.611\t0.085\t\n",
"OGLE-LMC-RRLYR-23676\t0.619\t0.053\t0.713\t0.020\t1.686\t0.042\t6710\t100\t0.119\t0.088\t0.602\t0.099\t0.475\t0.029\t-0.618\t0.080\t\n",
"OGLE-LMC-RRLYR-23677\t0.675\t0.055\t0.739\t0.020\t1.704\t0.042\t6590\t100\t0.072\t0.088\t0.576\t0.099\t0.501\t0.029\t-0.710\t0.080\t\n",
"OGLE-LMC-RRLYR-23678\t0.671\t0.052\t0.754\t0.020\t1.627\t0.043\t6180\t110\t0.174\t0.088\t0.76\t0.10\t0.597\t0.029\t-0.753\t0.080\t\n",
"OGLE-LMC-RRLYR-23702\t0.540\t0.068\t0.743\t0.025\t1.715\t0.047\t6590\t130\t-0.010\t0.099\t0.50\t0.11\t0.503\t0.034\t-0.79\t0.10\t\n",
"OGLE-LMC-RRLYR-23710\t0.719\t0.055\t0.763\t0.020\t1.700\t0.043\t6380\t100\t0.077\t0.089\t0.61\t0.10\t0.542\t0.029\t-0.771\t0.082\t\n",
"OGLE-LMC-RRLYR-23720\t0.641\t0.053\t0.727\t0.020\t1.692\t0.042\t6620\t100\t0.101\t0.087\t0.602\t0.099\t0.493\t0.029\t-0.664\t0.079\t\n",
"OGLE-LMC-RRLYR-23724\t0.690\t0.053\t0.754\t0.020\t1.684\t0.042\t6380\t100\t0.099\t0.088\t0.629\t0.099\t0.541\t0.029\t-0.744\t0.080\t\n",
"OGLE-LMC-RRLYR-23733\t0.647\t0.057\t0.742\t0.022\t1.669\t0.043\t6420\t110\t0.131\t0.090\t0.65\t0.10\t0.533\t0.029\t-0.699\t0.084\t\n",
"OGLE-LMC-RRLYR-23739\t0.595\t0.054\t0.716\t0.020\t1.694\t0.042\t6720\t100\t0.096\t0.088\t0.583\t0.099\t0.472\t0.029\t-0.631\t0.081\t\n",
"OGLE-LMC-RRLYR-23741\t0.618\t0.060\t0.709\t0.022\t1.683\t0.044\t6720\t110\t0.128\t0.091\t0.61\t0.10\t0.473\t0.030\t-0.602\t0.087\t\n",
"OGLE-LMC-RRLYR-23743\t0.664\t0.056\t0.733\t0.021\t1.675\t0.044\t6500\t100\t0.121\t0.090\t0.63\t0.10\t0.519\t0.029\t-0.689\t0.082\t\n",
"OGLE-LMC-RRLYR-23753\t0.638\t0.057\t0.744\t0.022\t1.638\t0.043\t6300\t110\t0.176\t0.089\t0.73\t0.10\t0.562\t0.030\t-0.692\t0.083\t\n",
"OGLE-LMC-RRLYR-23768\t0.704\t0.064\t0.782\t0.023\t1.717\t0.046\t6300\t110\t-0.027\t0.095\t0.54\t0.11\t0.569\t0.030\t-0.910\t0.091\t\n",
"OGLE-LMC-RRLYR-23770\t0.710\t0.051\t0.762\t0.020\t1.711\t0.042\t6430\t100\t0.053\t0.088\t0.56\t0.10\t0.531\t0.029\t-0.775\t0.079\t\n",
"OGLE-LMC-RRLYR-23771\t0.696\t0.052\t0.756\t0.020\t1.660\t0.043\t6320\t100\t0.149\t0.089\t0.70\t0.10\t0.565\t0.028\t-0.724\t0.080\t\n",
"OGLE-LMC-RRLYR-23786\t0.670\t0.054\t0.736\t0.020\t1.672\t0.042\t6470\t110\t0.141\t0.088\t0.650\t0.099\t0.522\t0.029\t-0.674\t0.081\t\n",
"OGLE-LMC-RRLYR-23796\t0.691\t0.054\t0.779\t0.021\t1.727\t0.043\t6350\t100\t-0.015\t0.089\t0.51\t0.10\t0.546\t0.029\t-0.872\t0.082\t\n",
"OGLE-LMC-RRLYR-23808\t0.695\t0.058\t0.759\t0.021\t1.737\t0.043\t6560\t100\t-0.014\t0.090\t0.50\t0.10\t0.512\t0.029\t-0.808\t0.084\t\n",
"OGLE-LMC-RRLYR-23811\t0.648\t0.061\t0.729\t0.022\t1.700\t0.044\t6620\t110\t0.081\t0.091\t0.56\t0.10\t0.490\t0.030\t-0.678\t0.087\t\n",
"OGLE-LMC-RRLYR-23816\t0.773\t0.052\t0.786\t0.020\t1.729\t0.043\t6320\t100\t0.004\t0.088\t0.54\t0.10\t0.556\t0.029\t-0.866\t0.079\t\n",
"OGLE-LMC-RRLYR-23817\t0.655\t0.057\t0.726\t0.021\t1.663\t0.044\t6520\t100\t0.144\t0.091\t0.67\t0.10\t0.521\t0.029\t-0.668\t0.085\t\n",
"OGLE-LMC-RRLYR-23818\t0.584\t0.053\t0.728\t0.020\t1.733\t0.042\t6760\t100\t0.011\t0.088\t0.480\t0.099\t0.460\t0.029\t-0.702\t0.082\t\n",
"OGLE-LMC-RRLYR-23821\t0.590\t0.053\t0.700\t0.020\t1.657\t0.042\t6690\t100\t0.176\t0.088\t0.670\t0.099\t0.478\t0.028\t-0.563\t0.079\t\n",
"OGLE-LMC-RRLYR-23823\t0.674\t0.057\t0.739\t0.022\t1.698\t0.043\t6540\t110\t0.095\t0.090\t0.59\t0.10\t0.506\t0.030\t-0.690\t0.085\t\n",
"OGLE-LMC-RRLYR-23830\t0.682\t0.054\t0.759\t0.021\t1.669\t0.042\t6320\t110\t0.083\t0.088\t0.664\t0.099\t0.572\t0.030\t-0.793\t0.083\t\n",
"OGLE-LMC-RRLYR-23831\t0.719\t0.056\t0.771\t0.021\t1.695\t0.043\t6310\t110\t0.072\t0.089\t0.62\t0.10\t0.558\t0.030\t-0.799\t0.083\t\n",
"OGLE-LMC-RRLYR-23832\t0.592\t0.058\t0.699\t0.021\t1.649\t0.044\t6680\t100\t0.195\t0.091\t0.68\t0.10\t0.483\t0.029\t-0.552\t0.084\t\n",
"OGLE-LMC-RRLYR-23837\t0.608\t0.055\t0.729\t0.021\t1.662\t0.043\t6490\t110\t0.153\t0.089\t0.66\t0.10\t0.517\t0.029\t-0.654\t0.082\t\n",
"OGLE-LMC-RRLYR-23842\t0.677\t0.058\t0.747\t0.021\t1.707\t0.043\t6540\t110\t0.057\t0.088\t0.581\t0.099\t0.515\t0.030\t-0.739\t0.084\t\n",
"OGLE-LMC-RRLYR-23845\t0.597\t0.052\t0.732\t0.019\t1.717\t0.043\t6690\t100\t0.021\t0.088\t0.50\t0.10\t0.483\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-23862\t0.616\t0.051\t0.760\t0.020\t1.768\t0.042\t6660\t110\t-0.105\t0.087\t0.390\t0.099\t0.490\t0.030\t-0.867\t0.080\t\n",
"OGLE-LMC-RRLYR-23869\t0.532\t0.063\t0.700\t0.024\t1.610\t0.047\t6510\t120\t0.244\t0.095\t0.76\t0.11\t0.515\t0.032\t-0.558\t0.091\t\n",
"OGLE-LMC-RRLYR-23879\t0.555\t0.054\t0.701\t0.020\t1.623\t0.042\t6560\t100\t0.236\t0.088\t0.743\t0.099\t0.506\t0.029\t-0.546\t0.080\t\n",
"OGLE-LMC-RRLYR-23896\t0.606\t0.056\t0.765\t0.022\t1.707\t0.045\t6380\t110\t-0.007\t0.092\t0.53\t0.10\t0.543\t0.030\t-0.848\t0.086\t\n",
"OGLE-LMC-RRLYR-23903\t0.625\t0.067\t0.750\t0.024\t1.750\t0.049\t6670\t110\t-0.04\t0.10\t0.44\t0.11\t0.485\t0.030\t-0.799\t0.097\t\n",
"OGLE-LMC-RRLYR-23907\t0.673\t0.058\t0.748\t0.021\t1.690\t0.044\t6450\t110\t0.075\t0.090\t0.61\t0.10\t0.531\t0.029\t-0.755\t0.083\t\n",
"OGLE-LMC-RRLYR-23911\t0.569\t0.051\t0.741\t0.020\t1.649\t0.043\t6380\t100\t0.122\t0.090\t0.66\t0.10\t0.545\t0.029\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-23920\t0.681\t0.052\t0.796\t0.020\t1.763\t0.042\t6370\t100\t-0.108\t0.088\t0.424\t0.099\t0.543\t0.028\t-0.956\t0.079\t\n",
"OGLE-LMC-RRLYR-23933\t0.601\t0.061\t0.729\t0.023\t1.688\t0.043\t6600\t120\t0.093\t0.090\t0.601\t0.099\t0.497\t0.032\t-0.678\t0.090\t\n",
"OGLE-LMC-RRLYR-23936\t0.659\t0.067\t0.744\t0.022\t1.726\t0.046\t6630\t110\t0.042\t0.093\t0.54\t0.11\t0.493\t0.030\t-0.725\t0.087\t\n",
"OGLE-LMC-RRLYR-23937\t0.670\t0.065\t0.751\t0.022\t1.719\t0.045\t6550\t110\t0.026\t0.092\t0.55\t0.10\t0.514\t0.029\t-0.773\t0.087\t\n",
"OGLE-LMC-RRLYR-23943\t0.750\t0.053\t0.776\t0.020\t1.723\t0.042\t6370\t100\t0.019\t0.088\t0.563\t0.099\t0.548\t0.029\t-0.836\t0.080\t\n",
"OGLE-LMC-RRLYR-23947\t0.634\t0.053\t0.748\t0.020\t1.642\t0.043\t6300\t100\t0.182\t0.090\t0.73\t0.10\t0.566\t0.028\t-0.706\t0.080\t\n",
"OGLE-LMC-RRLYR-23960\t0.638\t0.055\t0.714\t0.020\t1.692\t0.042\t6710\t100\t0.109\t0.089\t0.602\t0.099\t0.477\t0.029\t-0.626\t0.083\t\n",
"OGLE-LMC-RRLYR-23961\t0.698\t0.058\t0.729\t0.021\t1.706\t0.043\t6650\t100\t0.078\t0.090\t0.58\t0.10\t0.490\t0.029\t-0.683\t0.085\t\n",
"OGLE-LMC-RRLYR-23965\t0.624\t0.061\t0.766\t0.022\t1.757\t0.043\t6580\t110\t-0.091\t0.090\t0.42\t0.10\t0.506\t0.031\t-0.871\t0.089\t\n",
"OGLE-LMC-RRLYR-23967\t0.672\t0.060\t0.743\t0.022\t1.683\t0.045\t6470\t110\t0.087\t0.092\t0.62\t0.10\t0.530\t0.031\t-0.738\t0.089\t\n",
"OGLE-LMC-RRLYR-23971\t0.600\t0.052\t0.733\t0.020\t1.637\t0.043\t6390\t100\t0.168\t0.090\t0.70\t0.10\t0.539\t0.029\t-0.677\t0.079\t\n",
"OGLE-LMC-RRLYR-23975\t0.736\t0.052\t0.824\t0.020\t1.787\t0.042\t6240\t100\t-0.190\t0.088\t0.38\t0.10\t0.577\t0.029\t-1.084\t0.079\t\n",
"OGLE-LMC-RRLYR-23979\t0.573\t0.058\t0.708\t0.021\t1.666\t0.043\t6670\t110\t0.149\t0.088\t0.643\t0.099\t0.482\t0.030\t-0.595\t0.083\t\n",
"OGLE-LMC-RRLYR-23991\t0.590\t0.055\t0.739\t0.020\t1.710\t0.043\t6600\t100\t0.024\t0.089\t0.53\t0.10\t0.500\t0.029\t-0.747\t0.082\t\n",
"OGLE-LMC-RRLYR-23993\t0.644\t0.061\t0.703\t0.022\t1.675\t0.044\t6730\t110\t0.160\t0.090\t0.63\t0.10\t0.469\t0.029\t-0.570\t0.085\t\n",
"OGLE-LMC-RRLYR-23994\t0.664\t0.063\t0.738\t0.023\t1.699\t0.044\t6550\t110\t0.091\t0.092\t0.59\t0.10\t0.506\t0.030\t-0.696\t0.090\t\n",
"OGLE-LMC-RRLYR-23998\t0.623\t0.055\t0.730\t0.021\t1.657\t0.044\t6470\t110\t0.177\t0.090\t0.68\t0.10\t0.518\t0.029\t-0.634\t0.082\t\n",
"OGLE-LMC-RRLYR-24002\t0.720\t0.053\t0.744\t0.020\t1.686\t0.043\t6460\t100\t0.134\t0.088\t0.64\t0.10\t0.525\t0.029\t-0.686\t0.080\t\n",
"OGLE-LMC-RRLYR-24006\t0.636\t0.053\t0.737\t0.020\t1.701\t0.043\t6580\t100\t0.048\t0.090\t0.54\t0.10\t0.491\t0.029\t-0.714\t0.081\t\n",
"OGLE-LMC-RRLYR-24022\t0.566\t0.055\t0.695\t0.021\t1.627\t0.043\t6620\t100\t0.236\t0.089\t0.73\t0.10\t0.493\t0.029\t-0.532\t0.081\t\n",
"OGLE-LMC-RRLYR-24028\t0.593\t0.055\t0.716\t0.020\t1.650\t0.042\t6540\t110\t0.176\t0.088\t0.686\t0.099\t0.509\t0.029\t-0.613\t0.081\t\n",
"OGLE-LMC-RRLYR-24031\t0.601\t0.055\t0.713\t0.021\t1.646\t0.044\t6560\t110\t0.188\t0.091\t0.69\t0.10\t0.505\t0.029\t-0.595\t0.083\t\n",
"OGLE-LMC-RRLYR-24032\t0.685\t0.053\t0.790\t0.021\t1.728\t0.044\t6300\t100\t-0.023\t0.090\t0.52\t0.10\t0.559\t0.029\t-0.894\t0.082\t\n",
"OGLE-LMC-RRLYR-24041\t0.749\t0.053\t0.781\t0.020\t1.715\t0.043\t6310\t100\t0.039\t0.089\t0.58\t0.10\t0.555\t0.029\t-0.828\t0.080\t\n",
"OGLE-LMC-RRLYR-24042\t0.565\t0.060\t0.707\t0.021\t1.679\t0.043\t6730\t110\t0.123\t0.090\t0.60\t0.10\t0.470\t0.030\t-0.602\t0.085\t\n",
"OGLE-LMC-RRLYR-24043\t0.632\t0.061\t0.740\t0.024\t1.646\t0.045\t6360\t110\t0.172\t0.093\t0.71\t0.10\t0.547\t0.030\t-0.684\t0.089\t\n",
"OGLE-LMC-RRLYR-24044\t0.598\t0.052\t0.738\t0.019\t1.719\t0.042\t6650\t100\t0.021\t0.087\t0.520\t0.098\t0.487\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-24045\t0.599\t0.068\t0.720\t0.024\t1.642\t0.047\t6480\t110\t0.174\t0.096\t0.70\t0.11\t0.524\t0.030\t-0.641\t0.095\t\n",
"OGLE-LMC-RRLYR-24056\t0.677\t0.058\t0.809\t0.024\t1.782\t0.046\t6330\t110\t-0.176\t0.096\t0.37\t0.10\t0.553\t0.030\t-1.036\t0.092\t\n",
"OGLE-LMC-RRLYR-24058\t0.639\t0.056\t0.732\t0.021\t1.656\t0.044\t6450\t100\t0.139\t0.090\t0.68\t0.10\t0.535\t0.029\t-0.695\t0.084\t\n",
"OGLE-LMC-RRLYR-24060\t0.701\t0.054\t0.751\t0.020\t1.702\t0.042\t6470\t100\t0.073\t0.088\t0.593\t0.099\t0.525\t0.029\t-0.742\t0.081\t\n",
"OGLE-LMC-RRLYR-24070\t0.664\t0.058\t0.728\t0.021\t1.664\t0.044\t6500\t110\t0.151\t0.091\t0.67\t0.10\t0.523\t0.029\t-0.663\t0.085\t\n",
"OGLE-LMC-RRLYR-24071\t0.586\t0.053\t0.761\t0.020\t1.750\t0.042\t6590\t110\t-0.078\t0.088\t0.428\t0.098\t0.501\t0.029\t-0.854\t0.081\t\n",
"OGLE-LMC-RRLYR-24072\t0.642\t0.053\t0.740\t0.020\t1.707\t0.042\t6550\t100\t0.043\t0.088\t0.56\t0.10\t0.511\t0.028\t-0.752\t0.080\t\n",
"OGLE-LMC-RRLYR-24079\t0.614\t0.055\t0.750\t0.021\t1.740\t0.043\t6630\t110\t-0.038\t0.090\t0.464\t0.099\t0.493\t0.030\t-0.803\t0.086\t\n",
"OGLE-LMC-RRLYR-24091\t0.656\t0.061\t0.751\t0.021\t1.714\t0.044\t6520\t110\t0.015\t0.089\t0.53\t0.10\t0.516\t0.029\t-0.784\t0.083\t\n",
"OGLE-LMC-RRLYR-24094\t0.666\t0.062\t0.736\t0.022\t1.702\t0.045\t6590\t110\t0.070\t0.092\t0.57\t0.10\t0.502\t0.030\t-0.710\t0.088\t\n",
"OGLE-LMC-RRLYR-24095\t0.648\t0.060\t0.714\t0.023\t1.666\t0.044\t6600\t110\t0.166\t0.091\t0.65\t0.10\t0.494\t0.030\t-0.606\t0.089\t\n",
"OGLE-LMC-RRLYR-24107\t0.675\t0.056\t0.740\t0.021\t1.672\t0.043\t6440\t110\t0.127\t0.089\t0.64\t0.10\t0.531\t0.029\t-0.697\t0.082\t\n",
"OGLE-LMC-RRLYR-24113\t0.638\t0.051\t0.745\t0.020\t1.621\t0.042\t6260\t100\t0.215\t0.088\t0.78\t0.10\t0.579\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-24119\t0.650\t0.059\t0.738\t0.022\t1.698\t0.044\t6560\t110\t0.082\t0.090\t0.58\t0.10\t0.505\t0.030\t-0.705\t0.085\t\n",
"OGLE-LMC-RRLYR-24121\t0.695\t0.056\t0.758\t0.021\t1.706\t0.043\t6440\t110\t0.059\t0.089\t0.58\t0.10\t0.531\t0.029\t-0.771\t0.083\t\n",
"OGLE-LMC-RRLYR-24133\t0.624\t0.058\t0.719\t0.022\t1.662\t0.044\t6560\t110\t0.161\t0.091\t0.66\t0.10\t0.506\t0.030\t-0.628\t0.086\t\n",
"OGLE-LMC-RRLYR-24151\t0.651\t0.071\t0.755\t0.026\t1.756\t0.045\t6660\t130\t-0.055\t0.095\t0.44\t0.10\t0.487\t0.034\t-0.80\t0.10\t\n",
"OGLE-LMC-RRLYR-24158\t0.714\t0.060\t0.756\t0.023\t1.685\t0.044\t6370\t110\t0.101\t0.091\t0.63\t0.10\t0.545\t0.030\t-0.747\t0.086\t\n",
"OGLE-LMC-RRLYR-24167\t0.565\t0.050\t0.707\t0.019\t1.689\t0.041\t6770\t100\t0.109\t0.087\t0.579\t0.098\t0.463\t0.029\t-0.611\t0.079\t\n",
"OGLE-LMC-RRLYR-24175\t0.681\t0.056\t0.741\t0.021\t1.679\t0.043\t6460\t100\t0.108\t0.089\t0.64\t0.10\t0.532\t0.029\t-0.723\t0.082\t\n",
"OGLE-LMC-RRLYR-24180\t0.620\t0.056\t0.705\t0.021\t1.683\t0.043\t6760\t100\t0.133\t0.090\t0.60\t0.10\t0.464\t0.029\t-0.584\t0.083\t\n",
"OGLE-LMC-RRLYR-24194\t0.665\t0.057\t0.726\t0.021\t1.652\t0.044\t6480\t100\t0.169\t0.090\t0.70\t0.10\t0.531\t0.029\t-0.656\t0.082\t\n",
"OGLE-LMC-RRLYR-24202\t0.610\t0.062\t0.736\t0.023\t1.680\t0.045\t6500\t110\t0.085\t0.094\t0.60\t0.10\t0.516\t0.031\t-0.718\t0.093\t\n",
"OGLE-LMC-RRLYR-24204\t0.608\t0.058\t0.691\t0.022\t1.607\t0.046\t6550\t110\t0.256\t0.096\t0.77\t0.11\t0.503\t0.031\t-0.529\t0.088\t\n",
"OGLE-LMC-RRLYR-24215\t0.581\t0.057\t0.688\t0.021\t1.634\t0.043\t6680\t110\t0.214\t0.089\t0.72\t0.10\t0.481\t0.029\t-0.528\t0.083\t\n",
"OGLE-LMC-RRLYR-24216\t0.680\t0.061\t0.741\t0.022\t1.706\t0.044\t6550\t110\t0.074\t0.090\t0.57\t0.10\t0.505\t0.031\t-0.715\t0.088\t\n",
"OGLE-LMC-RRLYR-24223\t0.632\t0.056\t0.730\t0.021\t1.688\t0.043\t6580\t100\t0.108\t0.089\t0.61\t0.10\t0.501\t0.029\t-0.672\t0.082\t\n",
"OGLE-LMC-RRLYR-24230\t0.591\t0.054\t0.735\t0.021\t1.706\t0.043\t6620\t110\t0.039\t0.090\t0.53\t0.10\t0.493\t0.029\t-0.726\t0.083\t\n",
"OGLE-LMC-RRLYR-24235\t0.738\t0.057\t0.760\t0.021\t1.663\t0.043\t6270\t110\t0.125\t0.090\t0.70\t0.10\t0.579\t0.031\t-0.767\t0.085\t\n",
"OGLE-LMC-RRLYR-24244\t0.677\t0.052\t0.784\t0.019\t1.743\t0.042\t6390\t100\t-0.080\t0.087\t0.480\t0.099\t0.549\t0.028\t-0.931\t0.079\t\n",
"OGLE-LMC-RRLYR-24251\t0.683\t0.060\t0.728\t0.022\t1.709\t0.043\t6660\t110\t0.090\t0.089\t0.57\t0.10\t0.481\t0.030\t-0.659\t0.085\t\n",
"OGLE-LMC-RRLYR-24276\t0.640\t0.057\t0.701\t0.022\t1.629\t0.046\t6590\t120\t0.259\t0.095\t0.74\t0.11\t0.486\t0.034\t-0.498\t0.087\t\n",
"OGLE-LMC-RRLYR-24280\t0.645\t0.057\t0.735\t0.022\t1.641\t0.044\t6380\t110\t0.182\t0.093\t0.72\t0.10\t0.546\t0.031\t-0.664\t0.086\t\n",
"OGLE-LMC-RRLYR-24282\t0.604\t0.057\t0.731\t0.021\t1.718\t0.043\t6700\t110\t0.030\t0.090\t0.51\t0.10\t0.481\t0.029\t-0.715\t0.085\t\n",
"OGLE-LMC-RRLYR-24288\t0.603\t0.055\t0.721\t0.020\t1.687\t0.043\t6660\t110\t0.095\t0.089\t0.592\t0.099\t0.488\t0.029\t-0.659\t0.083\t\n",
"OGLE-LMC-RRLYR-24303\t0.723\t0.057\t0.781\t0.021\t1.767\t0.043\t6490\t110\t-0.093\t0.089\t0.436\t0.099\t0.524\t0.030\t-0.907\t0.085\t\n",
"OGLE-LMC-RRLYR-24307\t0.710\t0.063\t0.763\t0.022\t1.692\t0.048\t6350\t110\t0.057\t0.099\t0.60\t0.11\t0.543\t0.030\t-0.796\t0.088\t\n",
"OGLE-LMC-RRLYR-24345\t0.576\t0.054\t0.695\t0.021\t1.668\t0.042\t6770\t110\t0.174\t0.088\t0.641\t0.099\t0.455\t0.030\t-0.537\t0.082\t\n",
"OGLE-LMC-RRLYR-24347\t0.647\t0.055\t0.728\t0.021\t1.697\t0.043\t6630\t110\t0.087\t0.089\t0.58\t0.10\t0.491\t0.029\t-0.680\t0.083\t\n",
"OGLE-LMC-RRLYR-24350\t0.648\t0.058\t0.724\t0.021\t1.660\t0.044\t6510\t100\t0.152\t0.090\t0.66\t0.10\t0.517\t0.029\t-0.650\t0.083\t\n",
"OGLE-LMC-RRLYR-24366\t0.556\t0.052\t0.689\t0.019\t1.651\t0.042\t6760\t100\t0.193\t0.087\t0.669\t0.098\t0.464\t0.029\t-0.525\t0.079\t\n",
"OGLE-LMC-RRLYR-24368\t0.604\t0.059\t0.703\t0.021\t1.685\t0.043\t6750\t110\t0.124\t0.090\t0.60\t0.10\t0.462\t0.029\t-0.596\t0.084\t\n",
"OGLE-LMC-RRLYR-24390\t0.651\t0.057\t0.728\t0.022\t1.663\t0.045\t6490\t110\t0.152\t0.091\t0.65\t0.10\t0.517\t0.029\t-0.656\t0.084\t\n",
"OGLE-LMC-RRLYR-24415\t0.658\t0.054\t0.721\t0.021\t1.680\t0.044\t6610\t110\t0.133\t0.091\t0.61\t0.10\t0.481\t0.031\t-0.623\t0.084\t\n",
"OGLE-LMC-RRLYR-24417\t0.662\t0.062\t0.748\t0.021\t1.692\t0.044\t6460\t110\t0.068\t0.091\t0.59\t0.10\t0.530\t0.030\t-0.755\t0.085\t\n",
"OGLE-LMC-RRLYR-24420\t0.603\t0.055\t0.710\t0.021\t1.654\t0.043\t6610\t110\t0.166\t0.091\t0.66\t0.10\t0.495\t0.030\t-0.607\t0.086\t\n",
"OGLE-LMC-RRLYR-24430\t0.639\t0.055\t0.719\t0.020\t1.686\t0.043\t6670\t100\t0.132\t0.088\t0.62\t0.10\t0.482\t0.029\t-0.613\t0.080\t\n",
"OGLE-LMC-RRLYR-24471\t0.617\t0.061\t0.750\t0.023\t1.761\t0.044\t6700\t110\t-0.061\t0.093\t0.42\t0.10\t0.475\t0.031\t-0.798\t0.093\t\n",
"OGLE-LMC-RRLYR-24479\t0.624\t0.063\t0.724\t0.023\t1.664\t0.044\t6550\t120\t0.127\t0.091\t0.64\t0.10\t0.511\t0.033\t-0.666\t0.090\t\n",
"OGLE-LMC-RRLYR-24488\t0.600\t0.056\t0.733\t0.021\t1.695\t0.043\t6590\t110\t0.071\t0.088\t0.582\t0.099\t0.498\t0.030\t-0.699\t0.083\t\n",
"OGLE-LMC-RRLYR-24506\t0.650\t0.059\t0.741\t0.022\t1.728\t0.044\t6660\t110\t0.017\t0.092\t0.51\t0.10\t0.489\t0.030\t-0.740\t0.089\t\n",
"OGLE-LMC-RRLYR-24510\t0.638\t0.067\t0.698\t0.022\t1.593\t0.046\t6460\t110\t0.295\t0.095\t0.82\t0.11\t0.534\t0.029\t-0.532\t0.089\t\n",
"OGLE-LMC-RRLYR-24514\t0.696\t0.062\t0.780\t0.022\t1.801\t0.045\t6620\t110\t-0.148\t0.092\t0.34\t0.10\t0.491\t0.031\t-0.911\t0.089\t\n",
"OGLE-LMC-RRLYR-24523\t0.723\t0.056\t0.796\t0.022\t1.739\t0.045\t6290\t110\t-0.056\t0.092\t0.50\t0.10\t0.565\t0.031\t-0.938\t0.086\t\n",
"OGLE-LMC-RRLYR-24534\t0.601\t0.057\t0.740\t0.021\t1.740\t0.042\t6710\t110\t-0.013\t0.089\t0.466\t0.099\t0.473\t0.031\t-0.747\t0.086\t\n",
"OGLE-LMC-RRLYR-24556\t0.569\t0.059\t0.725\t0.022\t1.719\t0.045\t6730\t110\t0.021\t0.094\t0.49\t0.11\t0.453\t0.031\t-0.689\t0.087\t\n",
"OGLE-LMC-RRLYR-24569\t0.664\t0.051\t0.751\t0.020\t1.642\t0.043\t6270\t100\t0.164\t0.089\t0.72\t0.10\t0.567\t0.028\t-0.725\t0.078\t\n",
"OGLE-LMC-RRLYR-24578\t0.697\t0.057\t0.761\t0.021\t1.690\t0.044\t6360\t110\t0.080\t0.090\t0.62\t0.10\t0.548\t0.029\t-0.775\t0.083\t\n",
"OGLE-LMC-RRLYR-24582\t0.606\t0.056\t0.700\t0.021\t1.625\t0.044\t6560\t110\t0.250\t0.092\t0.74\t0.10\t0.504\t0.029\t-0.533\t0.085\t\n",
"OGLE-LMC-RRLYR-24603\t0.671\t0.057\t0.755\t0.021\t1.724\t0.043\t6530\t110\t0.033\t0.090\t0.54\t0.10\t0.507\t0.029\t-0.754\t0.084\t\n",
"OGLE-LMC-RRLYR-24611\t0.568\t0.057\t0.742\t0.021\t1.721\t0.042\t6640\t110\t-0.001\t0.089\t0.508\t0.099\t0.494\t0.030\t-0.762\t0.084\t\n",
"OGLE-LMC-RRLYR-24631\t0.715\t0.057\t0.811\t0.022\t1.797\t0.043\t6380\t110\t-0.186\t0.092\t0.35\t0.10\t0.542\t0.030\t-1.028\t0.088\t\n",
"OGLE-LMC-RRLYR-24635\t0.701\t0.060\t0.748\t0.021\t1.723\t0.044\t6580\t100\t0.035\t0.090\t0.55\t0.10\t0.506\t0.029\t-0.745\t0.082\t\n",
"OGLE-LMC-RRLYR-24644\t0.729\t0.062\t0.751\t0.022\t1.717\t0.044\t6520\t110\t0.057\t0.091\t0.56\t0.10\t0.513\t0.030\t-0.739\t0.087\t\n",
"OGLE-LMC-RRLYR-24648\t0.602\t0.060\t0.734\t0.022\t1.695\t0.044\t6570\t110\t0.066\t0.092\t0.56\t0.10\t0.502\t0.029\t-0.712\t0.086\t\n",
"OGLE-LMC-RRLYR-24681\t0.661\t0.057\t0.788\t0.021\t1.770\t0.043\t6460\t110\t-0.143\t0.091\t0.40\t0.10\t0.537\t0.030\t-0.971\t0.086\t\n",
"OGLE-LMC-RRLYR-24692\t0.605\t0.054\t0.742\t0.020\t1.739\t0.042\t6690\t100\t-0.020\t0.089\t0.468\t0.099\t0.481\t0.029\t-0.766\t0.082\t\n",
"OGLE-LMC-RRLYR-24718\t0.634\t0.066\t0.777\t0.025\t1.795\t0.046\t6620\t120\t-0.171\t0.097\t0.33\t0.11\t0.500\t0.033\t-0.94\t0.10\t\n",
"OGLE-LMC-RRLYR-24723\t0.648\t0.055\t0.760\t0.020\t1.748\t0.042\t6580\t100\t-0.051\t0.089\t0.448\t0.099\t0.501\t0.029\t-0.827\t0.083\t\n",
"OGLE-LMC-RRLYR-24729\t0.665\t0.057\t0.784\t0.023\t1.759\t0.044\t6430\t110\t-0.099\t0.092\t0.42\t0.10\t0.526\t0.031\t-0.922\t0.087\t\n",
"OGLE-LMC-RRLYR-24746\t0.658\t0.062\t0.729\t0.023\t1.667\t0.044\t6490\t110\t0.136\t0.093\t0.65\t0.10\t0.522\t0.030\t-0.671\t0.090\t\n",
"OGLE-LMC-RRLYR-24763\t0.590\t0.059\t0.749\t0.021\t1.733\t0.043\t6610\t110\t-0.033\t0.091\t0.46\t0.10\t0.496\t0.030\t-0.800\t0.086\t\n",
"OGLE-LMC-RRLYR-24770\t0.545\t0.050\t0.720\t0.019\t1.705\t0.042\t6730\t100\t0.051\t0.087\t0.529\t0.099\t0.471\t0.029\t-0.680\t0.078\t\n",
"OGLE-LMC-RRLYR-24772\t0.568\t0.053\t0.716\t0.020\t1.710\t0.042\t6770\t100\t0.061\t0.088\t0.526\t0.099\t0.459\t0.029\t-0.650\t0.082\t\n",
"OGLE-LMC-RRLYR-24774\t0.642\t0.058\t0.719\t0.021\t1.665\t0.044\t6570\t110\t0.156\t0.091\t0.65\t0.10\t0.502\t0.029\t-0.625\t0.084\t\n",
"OGLE-LMC-RRLYR-24790\t0.723\t0.060\t0.776\t0.022\t1.680\t0.045\t6210\t110\t0.076\t0.091\t0.66\t0.10\t0.588\t0.030\t-0.832\t0.085\t\n",
"OGLE-LMC-RRLYR-24791\t0.625\t0.065\t0.711\t0.022\t1.666\t0.044\t6650\t110\t0.153\t0.092\t0.66\t0.10\t0.490\t0.031\t-0.606\t0.091\t\n",
"OGLE-LMC-RRLYR-24811\t0.719\t0.057\t0.755\t0.022\t1.708\t0.044\t6470\t110\t0.064\t0.091\t0.57\t0.10\t0.523\t0.030\t-0.750\t0.084\t\n",
"OGLE-LMC-RRLYR-24814\t0.571\t0.058\t0.709\t0.021\t1.610\t0.044\t6470\t110\t0.255\t0.091\t0.79\t0.10\t0.530\t0.031\t-0.566\t0.085\t\n",
"OGLE-LMC-RRLYR-24816\t0.549\t0.064\t0.745\t0.025\t1.684\t0.047\t6450\t110\t0.041\t0.099\t0.57\t0.11\t0.530\t0.031\t-0.775\t0.098\t\n",
"OGLE-LMC-RRLYR-24817\t0.650\t0.057\t0.713\t0.020\t1.681\t0.043\t6680\t100\t0.132\t0.089\t0.62\t0.10\t0.483\t0.029\t-0.617\t0.082\t\n",
"OGLE-LMC-RRLYR-24824\t0.637\t0.059\t0.749\t0.022\t1.706\t0.044\t6520\t110\t0.057\t0.092\t0.57\t0.10\t0.514\t0.030\t-0.744\t0.087\t\n",
"OGLE-LMC-RRLYR-24836\t0.651\t0.059\t0.765\t0.022\t1.716\t0.043\t6430\t110\t0.012\t0.090\t0.54\t0.10\t0.534\t0.030\t-0.813\t0.086\t\n",
"OGLE-LMC-RRLYR-24843\t0.640\t0.063\t0.732\t0.024\t1.697\t0.045\t6600\t110\t0.097\t0.093\t0.58\t0.10\t0.494\t0.030\t-0.674\t0.091\t\n",
"OGLE-LMC-RRLYR-24847\t0.607\t0.052\t0.764\t0.021\t1.696\t0.043\t6360\t110\t0.030\t0.090\t0.57\t0.10\t0.548\t0.029\t-0.826\t0.081\t\n",
"OGLE-LMC-RRLYR-24854\t0.685\t0.058\t0.753\t0.021\t1.702\t0.043\t6470\t110\t0.066\t0.089\t0.592\t0.099\t0.527\t0.030\t-0.754\t0.084\t\n",
"OGLE-LMC-RRLYR-24860\t0.656\t0.062\t0.769\t0.024\t1.726\t0.045\t6430\t120\t-0.016\t0.093\t0.51\t0.10\t0.535\t0.032\t-0.849\t0.095\t\n",
"OGLE-LMC-RRLYR-24875\t0.632\t0.058\t0.786\t0.024\t1.759\t0.047\t6420\t110\t-0.099\t0.097\t0.43\t0.11\t0.534\t0.030\t-0.928\t0.093\t\n",
"OGLE-LMC-RRLYR-24876\t0.701\t0.054\t0.804\t0.021\t1.766\t0.044\t6320\t100\t-0.119\t0.091\t0.43\t0.10\t0.554\t0.029\t-0.980\t0.083\t\n",
"OGLE-LMC-RRLYR-25108\t0.618\t0.063\t0.754\t0.023\t1.750\t0.043\t6630\t110\t-0.036\t0.092\t0.45\t0.10\t0.486\t0.030\t-0.794\t0.091\t\n",
"OGLE-LMC-RRLYR-25231\t0.644\t0.054\t0.742\t0.021\t1.577\t0.044\t6100\t110\t0.234\t0.091\t0.88\t0.10\t0.632\t0.030\t-0.731\t0.083\t\n",
"OGLE-LMC-RRLYR-25256\t0.745\t0.052\t0.778\t0.020\t1.627\t0.042\t6010\t110\t0.140\t0.087\t0.796\t0.099\t0.648\t0.030\t-0.860\t0.079\t\n",
"OGLE-LMC-RRLYR-25359\t0.706\t0.062\t0.757\t0.022\t1.780\t0.044\t6710\t110\t-0.082\t0.091\t0.38\t0.10\t0.470\t0.031\t-0.814\t0.086\t\n",
"OGLE-LMC-RRLYR-25434\t0.602\t0.064\t0.721\t0.024\t1.697\t0.045\t6680\t110\t0.106\t0.093\t0.58\t0.10\t0.474\t0.030\t-0.632\t0.091\t\n",
"OGLE-LMC-RRLYR-25505\t0.673\t0.058\t0.753\t0.022\t1.658\t0.044\t6300\t110\t0.136\t0.092\t0.70\t0.10\t0.564\t0.029\t-0.739\t0.086\t\n",
"OGLE-LMC-RRLYR-25580\t0.601\t0.053\t0.769\t0.021\t1.677\t0.044\t6260\t110\t0.029\t0.091\t0.59\t0.10\t0.573\t0.031\t-0.854\t0.085\t\n",
"OGLE-LMC-RRLYR-25695\t0.696\t0.063\t0.769\t0.023\t1.785\t0.045\t6630\t110\t-0.099\t0.093\t0.37\t0.10\t0.483\t0.030\t-0.852\t0.090\t\n",
"OGLE-LMC-RRLYR-25724\t0.653\t0.061\t0.754\t0.023\t1.755\t0.046\t6650\t120\t-0.024\t0.094\t0.44\t0.11\t0.478\t0.032\t-0.762\t0.089\t\n",
"OGLE-LMC-RRLYR-25763\t0.686\t0.059\t0.735\t0.021\t1.662\t0.044\t6450\t110\t0.129\t0.089\t0.68\t0.10\t0.538\t0.030\t-0.706\t0.084\t\n",
"OGLE-LMC-RRLYR-25764\t0.671\t0.061\t0.732\t0.022\t1.686\t0.043\t6550\t110\t0.106\t0.090\t0.61\t0.10\t0.508\t0.031\t-0.686\t0.088\t\n",
"OGLE-LMC-RRLYR-25784\t0.575\t0.062\t0.719\t0.024\t1.704\t0.046\t6710\t110\t0.071\t0.094\t0.53\t0.10\t0.468\t0.030\t-0.656\t0.090\t\n",
"OGLE-LMC-RRLYR-25802\t0.624\t0.061\t0.738\t0.022\t1.673\t0.044\t6460\t110\t0.069\t0.093\t0.63\t0.10\t0.539\t0.030\t-0.757\t0.090\t\n",
"OGLE-LMC-RRLYR-25835\t0.658\t0.072\t0.745\t0.025\t1.770\t0.045\t6780\t120\t-0.055\t0.096\t0.40\t0.10\t0.459\t0.034\t-0.75\t0.10\t\n",
"OGLE-LMC-RRLYR-25854\t0.688\t0.061\t0.735\t0.023\t1.679\t0.046\t6480\t110\t0.121\t0.092\t0.62\t0.10\t0.518\t0.029\t-0.687\t0.087\t\n",
"OGLE-LMC-RRLYR-25857\t0.594\t0.066\t0.708\t0.024\t1.657\t0.046\t6650\t110\t0.207\t0.096\t0.69\t0.11\t0.485\t0.030\t-0.549\t0.094\t\n",
"OGLE-LMC-RRLYR-25905\t0.623\t0.061\t0.718\t0.022\t1.629\t0.044\t6430\t110\t0.193\t0.091\t0.73\t0.10\t0.539\t0.030\t-0.648\t0.086\t\n",
"OGLE-LMC-RRLYR-25906\t0.716\t0.066\t0.748\t0.024\t1.747\t0.046\t6670\t110\t0.033\t0.095\t0.51\t0.10\t0.479\t0.031\t-0.710\t0.093\t\n",
"OGLE-LMC-RRLYR-25915\t0.697\t0.060\t0.774\t0.024\t1.658\t0.046\t6170\t110\t0.101\t0.095\t0.70\t0.10\t0.603\t0.031\t-0.827\t0.089\t\n",
"OGLE-LMC-RRLYR-25988\t0.699\t0.056\t0.761\t0.022\t1.683\t0.043\t6320\t110\t0.099\t0.090\t0.63\t0.10\t0.553\t0.030\t-0.768\t0.084\t\n",
"OGLE-LMC-RRLYR-25995\t0.656\t0.061\t0.740\t0.022\t1.678\t0.044\t6480\t110\t0.134\t0.091\t0.65\t0.10\t0.522\t0.030\t-0.678\t0.086\t\n",
"OGLE-LMC-RRLYR-26066\t0.647\t0.058\t0.778\t0.021\t1.763\t0.044\t6520\t110\t-0.116\t0.090\t0.41\t0.10\t0.525\t0.030\t-0.928\t0.085\t\n",
"OGLE-LMC-RRLYR-26069\t0.601\t0.059\t0.711\t0.022\t1.659\t0.044\t6610\t110\t0.163\t0.092\t0.67\t0.10\t0.497\t0.030\t-0.615\t0.087\t\n",
"OGLE-LMC-RRLYR-26076\t0.626\t0.060\t0.732\t0.024\t1.694\t0.046\t6580\t110\t0.127\t0.094\t0.61\t0.10\t0.495\t0.031\t-0.654\t0.092\t\n",
"OGLE-LMC-RRLYR-26078\t0.703\t0.058\t0.761\t0.024\t1.571\t0.044\t5980\t120\t0.275\t0.092\t0.93\t0.10\t0.663\t0.034\t-0.742\t0.091\t\n",
"OGLE-LMC-RRLYR-26085\t0.647\t0.054\t0.724\t0.020\t1.649\t0.043\t6480\t110\t0.160\t0.088\t0.70\t0.10\t0.532\t0.029\t-0.666\t0.081\t\n",
"OGLE-LMC-RRLYR-26130\t0.674\t0.060\t0.759\t0.025\t1.745\t0.046\t6550\t110\t-0.008\t0.095\t0.48\t0.10\t0.502\t0.030\t-0.796\t0.092\t\n",
"OGLE-LMC-RRLYR-26134\t0.658\t0.055\t0.815\t0.022\t1.738\t0.045\t6130\t110\t-0.149\t0.095\t0.47\t0.11\t0.608\t0.030\t-1.085\t0.088\t\n",
"OGLE-LMC-RRLYR-26155\t0.652\t0.059\t0.762\t0.021\t1.665\t0.044\t6260\t110\t0.046\t0.091\t0.65\t0.10\t0.587\t0.030\t-0.857\t0.087\t\n",
"OGLE-LMC-RRLYR-26157\t0.626\t0.062\t0.737\t0.023\t1.660\t0.046\t6420\t110\t0.123\t0.097\t0.64\t0.11\t0.537\t0.031\t-0.706\t0.094\t\n",
"OGLE-LMC-RRLYR-26185\t0.691\t0.073\t0.802\t0.024\t1.792\t0.046\t6450\t110\t-0.179\t0.097\t0.37\t0.11\t0.541\t0.031\t-1.011\t0.098\t\n",
"OGLE-LMC-RRLYR-26208\t0.607\t0.058\t0.707\t0.021\t1.637\t0.045\t6570\t110\t0.199\t0.091\t0.72\t0.10\t0.510\t0.030\t-0.595\t0.085\t\n",
"OGLE-LMC-RRLYR-26237\t0.584\t0.057\t0.724\t0.021\t1.667\t0.043\t6540\t110\t0.112\t0.090\t0.63\t0.10\t0.516\t0.029\t-0.688\t0.084\t\n",
"OGLE-LMC-RRLYR-26246\t0.640\t0.053\t0.742\t0.020\t1.621\t0.042\t6260\t110\t0.181\t0.088\t0.75\t0.10\t0.579\t0.030\t-0.722\t0.080\t\n",
"OGLE-LMC-RRLYR-26263\t0.628\t0.055\t0.717\t0.020\t1.672\t0.042\t6620\t110\t0.132\t0.089\t0.638\t0.099\t0.496\t0.030\t-0.638\t0.083\t\n",
"OGLE-LMC-RRLYR-26343\t0.666\t0.057\t0.792\t0.021\t1.739\t0.043\t6300\t110\t-0.103\t0.091\t0.47\t0.10\t0.566\t0.030\t-0.982\t0.089\t\n",
"OGLE-LMC-RRLYR-26348\t0.664\t0.055\t0.757\t0.021\t1.642\t0.042\t6240\t110\t0.143\t0.088\t0.723\t0.099\t0.583\t0.030\t-0.756\t0.081\t\n",
"OGLE-LMC-RRLYR-26352\t0.659\t0.067\t0.716\t0.023\t1.634\t0.047\t6500\t110\t0.210\t0.097\t0.74\t0.11\t0.528\t0.031\t-0.610\t0.095\t\n",
"OGLE-LMC-RRLYR-26369\t0.669\t0.060\t0.818\t0.023\t1.780\t0.046\t6250\t110\t-0.204\t0.098\t0.38\t0.10\t0.580\t0.029\t-1.108\t0.094\t\n",
"OGLE-LMC-RRLYR-26444\t0.601\t0.059\t0.723\t0.022\t1.661\t0.043\t6540\t110\t0.159\t0.091\t0.66\t0.10\t0.509\t0.030\t-0.633\t0.088\t\n",
"OGLE-LMC-RRLYR-26460\t0.647\t0.065\t0.735\t0.023\t1.671\t0.044\t6470\t120\t0.119\t0.092\t0.65\t0.10\t0.530\t0.032\t-0.699\t0.093\t\n",
"OGLE-LMC-RRLYR-26477\t0.629\t0.057\t0.752\t0.021\t1.736\t0.043\t6600\t110\t-0.011\t0.090\t0.48\t0.10\t0.493\t0.030\t-0.779\t0.084\t\n",
"OGLE-LMC-RRLYR-26637\t0.615\t0.063\t0.722\t0.024\t1.599\t0.047\t6290\t110\t0.220\t0.096\t0.81\t0.11\t0.579\t0.029\t-0.680\t0.091\t\n",
"OGLE-LMC-RRLYR-26643\t0.766\t0.061\t0.783\t0.024\t1.750\t0.044\t6420\t120\t-0.022\t0.092\t0.50\t0.10\t0.537\t0.032\t-0.857\t0.092\t\n",
"OGLE-LMC-RRLYR-26732\t0.655\t0.059\t0.729\t0.022\t1.704\t0.044\t6640\t110\t0.109\t0.091\t0.58\t0.10\t0.482\t0.030\t-0.649\t0.086\t\n",
"OGLE-LMC-RRLYR-26762\t0.594\t0.060\t0.748\t0.021\t1.722\t0.044\t6580\t110\t-0.015\t0.091\t0.49\t0.10\t0.504\t0.030\t-0.790\t0.086\t\n",
"OGLE-LMC-RRLYR-26767\t0.752\t0.066\t0.788\t0.024\t1.825\t0.046\t6650\t110\t-0.176\t0.095\t0.31\t0.11\t0.486\t0.031\t-0.932\t0.094\t\n",
"OGLE-LMC-RRLYR-26861\t0.626\t0.062\t0.720\t0.022\t1.695\t0.044\t6670\t110\t0.093\t0.090\t0.57\t0.10\t0.480\t0.030\t-0.648\t0.085\t\n",
"OGLE-LMC-RRLYR-26874\t0.718\t0.054\t0.776\t0.021\t1.691\t0.044\t6260\t100\t0.017\t0.092\t0.59\t0.10\t0.575\t0.029\t-0.881\t0.082\t\n",
"OGLE-LMC-RRLYR-26962\t0.548\t0.052\t0.699\t0.019\t1.682\t0.042\t6790\t100\t0.125\t0.088\t0.582\t0.099\t0.451\t0.029\t-0.573\t0.080\t\n",
"OGLE-LMC-RRLYR-26985\t0.624\t0.054\t0.745\t0.022\t1.582\t0.043\t6100\t110\t0.230\t0.090\t0.86\t0.10\t0.624\t0.033\t-0.730\t0.083\t\n",
"OGLE-LMC-RRLYR-26998\t0.701\t0.062\t0.749\t0.023\t1.691\t0.045\t6440\t110\t0.088\t0.092\t0.60\t0.10\t0.532\t0.031\t-0.743\t0.090\t\n",
"OGLE-LMC-RRLYR-27005\t0.600\t0.058\t0.700\t0.022\t1.570\t0.043\t6390\t120\t0.366\t0.091\t0.90\t0.10\t0.546\t0.031\t-0.490\t0.085\t\n",
"OGLE-LMC-RRLYR-27023\t0.624\t0.057\t0.727\t0.021\t1.642\t0.043\t6440\t110\t0.183\t0.090\t0.72\t0.10\t0.538\t0.030\t-0.656\t0.085\t\n",
"OGLE-LMC-RRLYR-27037\t0.638\t0.058\t0.735\t0.021\t1.606\t0.045\t6240\t110\t0.225\t0.095\t0.81\t0.11\t0.582\t0.031\t-0.678\t0.088\t\n",
"OGLE-LMC-RRLYR-27065\t0.582\t0.058\t0.698\t0.023\t1.573\t0.048\t6390\t120\t0.302\t0.099\t0.84\t0.11\t0.539\t0.033\t-0.543\t0.089\t\n",
"OGLE-LMC-RRLYR-27081\t0.638\t0.057\t0.748\t0.022\t1.636\t0.043\t6290\t110\t0.171\t0.089\t0.74\t0.10\t0.572\t0.031\t-0.713\t0.084\t\n",
"OGLE-LMC-RRLYR-27083\t0.737\t0.057\t0.771\t0.022\t1.699\t0.044\t6330\t110\t0.070\t0.091\t0.60\t0.10\t0.553\t0.030\t-0.792\t0.086\t\n",
"OGLE-LMC-RRLYR-27093\t0.590\t0.064\t0.712\t0.023\t1.702\t0.045\t6760\t110\t0.097\t0.094\t0.56\t0.10\t0.459\t0.030\t-0.618\t0.091\t\n",
"OGLE-LMC-RRLYR-27126\t0.644\t0.052\t0.699\t0.020\t1.605\t0.042\t6530\t100\t0.270\t0.088\t0.79\t0.10\t0.517\t0.029\t-0.526\t0.080\t\n",
"OGLE-LMC-RRLYR-27141\t0.714\t0.051\t0.795\t0.019\t1.802\t0.042\t6500\t100\t-0.174\t0.087\t0.341\t0.098\t0.517\t0.028\t-0.975\t0.079\t\n",
"OGLE-LMC-RRLYR-27146\t0.617\t0.064\t0.724\t0.022\t1.648\t0.045\t6470\t110\t0.143\t0.091\t0.69\t0.10\t0.531\t0.029\t-0.669\t0.086\t\n",
"OGLE-LMC-RRLYR-27168\t0.596\t0.058\t0.709\t0.022\t1.686\t0.044\t6720\t110\t0.135\t0.090\t0.61\t0.10\t0.466\t0.031\t-0.592\t0.085\t\n",
"OGLE-LMC-RRLYR-27176\t0.742\t0.050\t0.812\t0.019\t1.678\t0.042\t5970\t100\t0.023\t0.087\t0.676\t0.099\t0.654\t0.028\t-0.994\t0.077\t\n",
"OGLE-LMC-RRLYR-27180\t0.563\t0.052\t0.683\t0.020\t1.662\t0.042\t6840\t100\t0.220\t0.088\t0.65\t0.10\t0.427\t0.028\t-0.455\t0.079\t\n",
"OGLE-LMC-RRLYR-27190\t0.625\t0.051\t0.732\t0.019\t1.679\t0.042\t6530\t100\t0.153\t0.088\t0.645\t0.099\t0.500\t0.028\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-27240\t0.593\t0.050\t0.732\t0.019\t1.622\t0.042\t6354\t99\t0.214\t0.087\t0.756\t0.099\t0.550\t0.028\t-0.650\t0.077\t\n",
"OGLE-LMC-RRLYR-27243\t0.716\t0.050\t0.793\t0.019\t1.710\t0.042\t6220\t100\t-0.020\t0.087\t0.570\t0.099\t0.590\t0.028\t-0.936\t0.077\t\n",
"OGLE-LMC-RRLYR-27253\t0.604\t0.051\t0.714\t0.019\t1.613\t0.043\t6430\t100\t0.248\t0.089\t0.78\t0.10\t0.536\t0.028\t-0.594\t0.079\t\n",
"OGLE-LMC-RRLYR-27278\t0.542\t0.052\t0.695\t0.020\t1.672\t0.042\t6770\t100\t0.166\t0.088\t0.625\t0.099\t0.454\t0.028\t-0.537\t0.079\t\n",
"OGLE-LMC-RRLYR-27279\t0.628\t0.050\t0.737\t0.019\t1.668\t0.042\t6450\t100\t0.140\t0.088\t0.660\t0.099\t0.527\t0.028\t-0.686\t0.078\t\n",
"OGLE-LMC-RRLYR-27281\t0.623\t0.062\t0.754\t0.023\t1.746\t0.044\t6600\t120\t-0.046\t0.092\t0.44\t0.10\t0.492\t0.032\t-0.811\t0.092\t\n",
"OGLE-LMC-RRLYR-27298\t0.741\t0.059\t0.741\t0.021\t1.673\t0.044\t6430\t110\t0.121\t0.091\t0.65\t0.10\t0.540\t0.030\t-0.729\t0.085\t\n",
"OGLE-LMC-RRLYR-27331\t0.567\t0.050\t0.702\t0.019\t1.643\t0.042\t6640\t100\t0.185\t0.087\t0.681\t0.099\t0.491\t0.028\t-0.573\t0.078\t\n",
"OGLE-LMC-RRLYR-27332\t0.633\t0.050\t0.722\t0.019\t1.656\t0.042\t6520\t100\t0.189\t0.087\t0.692\t0.098\t0.511\t0.028\t-0.607\t0.078\t\n",
"OGLE-LMC-RRLYR-27343\t0.663\t0.050\t0.750\t0.019\t1.745\t0.042\t6660\t100\t-0.069\t0.088\t0.41\t0.10\t0.466\t0.028\t-0.791\t0.078\t\n",
"OGLE-LMC-RRLYR-27356\t0.697\t0.063\t0.763\t0.025\t1.728\t0.046\t6470\t110\t0.019\t0.094\t0.53\t0.10\t0.520\t0.030\t-0.793\t0.091\t\n",
"OGLE-LMC-RRLYR-27361\t0.723\t0.050\t0.770\t0.019\t1.607\t0.042\t6020\t100\t0.185\t0.087\t0.837\t0.099\t0.649\t0.028\t-0.805\t0.078\t\n",
"OGLE-LMC-RRLYR-27373\t0.692\t0.051\t0.809\t0.019\t1.683\t0.042\t6030\t100\t-0.007\t0.087\t0.633\t0.099\t0.640\t0.028\t-0.993\t0.078\t\n",
"OGLE-LMC-RRLYR-27428\t0.579\t0.065\t0.692\t0.023\t1.638\t0.045\t6670\t110\t0.223\t0.093\t0.72\t0.10\t0.483\t0.030\t-0.524\t0.088\t\n",
"OGLE-LMC-RRLYR-27442\t0.590\t0.066\t0.712\t0.023\t1.677\t0.046\t6670\t110\t0.123\t0.094\t0.60\t0.10\t0.481\t0.030\t-0.621\t0.091\t\n",
"OGLE-LMC-RRLYR-27446\t0.613\t0.054\t0.713\t0.020\t1.570\t0.043\t6260\t100\t0.312\t0.090\t0.89\t0.10\t0.582\t0.029\t-0.603\t0.081\t\n",
"OGLE-LMC-RRLYR-27449\t0.655\t0.051\t0.732\t0.019\t1.687\t0.042\t6550\t100\t0.104\t0.087\t0.614\t0.099\t0.508\t0.028\t-0.690\t0.078\t\n",
"OGLE-LMC-RRLYR-27464\t0.658\t0.051\t0.721\t0.019\t1.628\t0.042\t6400\t100\t0.197\t0.088\t0.761\t0.099\t0.549\t0.028\t-0.655\t0.078\t\n",
"OGLE-LMC-RRLYR-27469\t0.591\t0.059\t0.712\t0.022\t1.700\t0.044\t6760\t110\t0.112\t0.092\t0.57\t0.10\t0.456\t0.030\t-0.599\t0.087\t\n",
"OGLE-LMC-RRLYR-27484\t0.587\t0.053\t0.762\t0.020\t1.755\t0.042\t6590\t110\t-0.083\t0.088\t0.43\t0.10\t0.500\t0.030\t-0.863\t0.081\t\n",
"OGLE-LMC-RRLYR-27509\t0.634\t0.060\t0.729\t0.023\t1.658\t0.044\t6460\t110\t0.154\t0.092\t0.68\t0.10\t0.528\t0.031\t-0.673\t0.090\t\n",
"OGLE-LMC-RRLYR-27512\t0.652\t0.050\t0.797\t0.019\t1.789\t0.043\t6460\t110\t-0.152\t0.089\t0.35\t0.10\t0.510\t0.030\t-0.951\t0.079\t\n",
"OGLE-LMC-RRLYR-27546\t0.653\t0.075\t0.746\t0.023\t1.736\t0.047\t6640\t120\t-0.015\t0.097\t0.46\t0.11\t0.487\t0.033\t-0.772\t0.093\t\n",
"OGLE-LMC-RRLYR-27552\t0.614\t0.054\t0.737\t0.020\t1.579\t0.043\t6160\t110\t0.259\t0.089\t0.86\t0.10\t0.606\t0.030\t-0.680\t0.080\t\n",
"OGLE-LMC-RRLYR-27555\t0.742\t0.055\t0.782\t0.021\t1.739\t0.043\t6390\t100\t-0.008\t0.089\t0.52\t0.10\t0.539\t0.029\t-0.848\t0.081\t\n",
"OGLE-LMC-RRLYR-27559\t0.698\t0.059\t0.756\t0.022\t1.726\t0.043\t6530\t110\t0.056\t0.090\t0.56\t0.10\t0.508\t0.031\t-0.734\t0.087\t\n",
"OGLE-LMC-RRLYR-27569\t0.642\t0.050\t0.759\t0.019\t1.577\t0.043\t6000\t100\t0.233\t0.090\t0.89\t0.10\t0.660\t0.028\t-0.780\t0.078\t\n",
"OGLE-LMC-RRLYR-27592\t0.651\t0.051\t0.722\t0.019\t1.670\t0.042\t6570\t100\t0.186\t0.088\t0.67\t0.10\t0.490\t0.028\t-0.588\t0.078\t\n",
"OGLE-LMC-RRLYR-27601\t0.542\t0.049\t0.681\t0.019\t1.613\t0.042\t6670\t100\t0.259\t0.087\t0.757\t0.098\t0.486\t0.028\t-0.495\t0.077\t\n",
"OGLE-LMC-RRLYR-27624\t0.682\t0.050\t0.762\t0.019\t1.615\t0.042\t6132\t99\t0.195\t0.088\t0.807\t0.099\t0.617\t0.028\t-0.755\t0.077\t\n",
"OGLE-LMC-RRLYR-27628\t0.728\t0.062\t0.782\t0.023\t1.789\t0.045\t6560\t110\t-0.108\t0.094\t0.38\t0.10\t0.502\t0.030\t-0.886\t0.090\t\n",
"OGLE-LMC-RRLYR-27630\t0.598\t0.059\t0.763\t0.022\t1.801\t0.043\t6750\t110\t-0.156\t0.091\t0.30\t0.10\t0.460\t0.031\t-0.866\t0.088\t\n",
"OGLE-LMC-RRLYR-27644\t0.682\t0.056\t0.753\t0.021\t1.644\t0.043\t6240\t110\t0.134\t0.090\t0.71\t0.10\t0.581\t0.030\t-0.770\t0.086\t\n",
"OGLE-LMC-RRLYR-27647\t0.706\t0.051\t0.793\t0.019\t1.791\t0.042\t6480\t100\t-0.159\t0.088\t0.366\t0.099\t0.524\t0.028\t-0.969\t0.079\t\n",
"OGLE-LMC-RRLYR-27657\t0.742\t0.050\t0.767\t0.019\t1.704\t0.042\t6370\t100\t0.033\t0.087\t0.592\t0.099\t0.556\t0.028\t-0.835\t0.078\t\n",
"OGLE-LMC-RRLYR-27663\t0.716\t0.050\t0.802\t0.019\t1.787\t0.042\t6410\t100\t-0.168\t0.087\t0.375\t0.098\t0.542\t0.028\t-1.011\t0.078\t\n",
"OGLE-LMC-RRLYR-27670\t0.650\t0.053\t0.711\t0.021\t1.597\t0.046\t6380\t110\t0.288\t0.095\t0.82\t0.11\t0.545\t0.030\t-0.559\t0.085\t\n",
"OGLE-LMC-RRLYR-27671\t0.703\t0.054\t0.773\t0.020\t1.647\t0.042\t6110\t110\t0.083\t0.088\t0.70\t0.10\t0.620\t0.031\t-0.871\t0.080\t\n",
"OGLE-LMC-RRLYR-27715\t0.528\t0.050\t0.740\t0.019\t1.656\t0.042\t6390\t100\t0.089\t0.087\t0.642\t0.099\t0.549\t0.028\t-0.762\t0.078\t\n",
"OGLE-LMC-RRLYR-27720\t0.683\t0.064\t0.771\t0.024\t1.700\t0.044\t6320\t130\t0.003\t0.093\t0.58\t0.10\t0.565\t0.034\t-0.872\t0.096\t\n",
"OGLE-LMC-RRLYR-27734\t0.559\t0.050\t0.720\t0.019\t1.637\t0.042\t6510\t100\t0.189\t0.088\t0.69\t0.10\t0.503\t0.028\t-0.597\t0.077\t\n",
"OGLE-LMC-RRLYR-27737\t0.567\t0.052\t0.706\t0.019\t1.690\t0.042\t6770\t100\t0.131\t0.087\t0.589\t0.098\t0.454\t0.028\t-0.572\t0.078\t\n",
"OGLE-LMC-RRLYR-27739\t0.618\t0.061\t0.726\t0.023\t1.661\t0.044\t6520\t120\t0.138\t0.092\t0.66\t0.10\t0.518\t0.032\t-0.668\t0.091\t\n",
"OGLE-LMC-RRLYR-27742\t0.682\t0.056\t0.744\t0.021\t1.697\t0.043\t6520\t110\t0.067\t0.090\t0.59\t0.10\t0.519\t0.030\t-0.742\t0.084\t\n",
"OGLE-LMC-RRLYR-27746\t0.612\t0.050\t0.742\t0.019\t1.658\t0.042\t6370\t100\t0.094\t0.087\t0.662\t0.099\t0.555\t0.028\t-0.762\t0.077\t\n",
"OGLE-LMC-RRLYR-27756\t0.676\t0.061\t0.741\t0.023\t1.736\t0.044\t6690\t110\t0.036\t0.090\t0.51\t0.10\t0.475\t0.030\t-0.697\t0.087\t\n",
"OGLE-LMC-RRLYR-27757\t0.609\t0.062\t0.729\t0.023\t1.580\t0.044\t6170\t120\t0.251\t0.093\t0.86\t0.11\t0.602\t0.033\t-0.673\t0.091\t\n",
"OGLE-LMC-RRLYR-27768\t0.677\t0.051\t0.779\t0.019\t1.764\t0.042\t6500\t100\t-0.091\t0.088\t0.43\t0.10\t0.516\t0.028\t-0.901\t0.079\t\n",
"OGLE-LMC-RRLYR-27775\t0.554\t0.060\t0.693\t0.022\t1.560\t0.045\t6390\t110\t0.329\t0.094\t0.89\t0.10\t0.556\t0.031\t-0.535\t0.088\t\n",
"OGLE-LMC-RRLYR-27779\t0.606\t0.052\t0.725\t0.020\t1.702\t0.042\t6680\t100\t0.088\t0.087\t0.568\t0.098\t0.476\t0.028\t-0.650\t0.079\t\n",
"OGLE-LMC-RRLYR-27793\t0.605\t0.057\t0.727\t0.021\t1.613\t0.044\t6320\t110\t0.214\t0.091\t0.77\t0.10\t0.559\t0.030\t-0.661\t0.086\t\n",
"OGLE-LMC-RRLYR-27804\t0.720\t0.063\t0.777\t0.023\t1.706\t0.044\t6300\t110\t0.033\t0.092\t0.59\t0.10\t0.563\t0.031\t-0.847\t0.092\t\n",
"OGLE-LMC-RRLYR-27815\t0.599\t0.050\t0.718\t0.019\t1.656\t0.042\t6550\t100\t0.175\t0.087\t0.676\t0.098\t0.505\t0.028\t-0.612\t0.078\t\n",
"OGLE-LMC-RRLYR-27854\t0.615\t0.051\t0.749\t0.019\t1.558\t0.042\t6010\t100\t0.261\t0.087\t0.920\t0.099\t0.651\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-27856\t0.614\t0.051\t0.724\t0.019\t1.678\t0.042\t6600\t100\t0.120\t0.087\t0.627\t0.098\t0.499\t0.028\t-0.648\t0.077\t\n",
"OGLE-LMC-RRLYR-27864\t0.593\t0.050\t0.743\t0.019\t1.638\t0.044\t6360\t100\t0.141\t0.091\t0.69\t0.10\t0.554\t0.029\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-27868\t0.630\t0.057\t0.740\t0.021\t1.680\t0.043\t6470\t110\t0.086\t0.090\t0.61\t0.10\t0.528\t0.029\t-0.734\t0.084\t\n",
"OGLE-LMC-RRLYR-27896\t0.543\t0.052\t0.696\t0.020\t1.654\t0.042\t6700\t100\t0.209\t0.088\t0.679\t0.099\t0.468\t0.028\t-0.522\t0.079\t\n",
"OGLE-LMC-RRLYR-27917\t0.551\t0.052\t0.712\t0.020\t1.544\t0.042\t6180\t110\t0.314\t0.088\t0.931\t0.099\t0.606\t0.030\t-0.619\t0.081\t\n",
"OGLE-LMC-RRLYR-27955\t0.702\t0.050\t0.747\t0.019\t1.679\t0.042\t6420\t100\t0.113\t0.087\t0.653\t0.099\t0.542\t0.028\t-0.735\t0.078\t\n",
"OGLE-LMC-RRLYR-27956\t0.559\t0.059\t0.725\t0.021\t1.660\t0.045\t6520\t110\t0.119\t0.092\t0.64\t0.10\t0.518\t0.030\t-0.682\t0.085\t\n",
"OGLE-LMC-RRLYR-27963\t0.645\t0.061\t0.762\t0.023\t1.788\t0.044\t6710\t120\t-0.115\t0.093\t0.36\t0.10\t0.471\t0.032\t-0.843\t0.093\t\n",
"OGLE-LMC-RRLYR-27970\t0.536\t0.050\t0.728\t0.019\t1.763\t0.042\t6850\t100\t-0.041\t0.087\t0.394\t0.098\t0.436\t0.028\t-0.733\t0.078\t\n",
"OGLE-LMC-RRLYR-27983\t0.720\t0.059\t0.802\t0.023\t1.823\t0.046\t6550\t110\t-0.199\t0.095\t0.28\t0.11\t0.493\t0.032\t-0.961\t0.088\t\n",
"OGLE-LMC-RRLYR-27986\t0.605\t0.059\t0.759\t0.022\t1.724\t0.043\t6490\t110\t-0.029\t0.091\t0.48\t0.10\t0.519\t0.031\t-0.832\t0.088\t\n",
"OGLE-LMC-RRLYR-27990\t0.601\t0.059\t0.754\t0.022\t1.773\t0.044\t6710\t110\t-0.103\t0.092\t0.38\t0.10\t0.475\t0.030\t-0.837\t0.089\t\n",
"OGLE-LMC-RRLYR-28021\t0.753\t0.051\t0.784\t0.020\t1.645\t0.042\t6050\t110\t0.115\t0.087\t0.75\t0.10\t0.636\t0.031\t-0.871\t0.078\t\n",
"OGLE-LMC-RRLYR-28049\t0.717\t0.074\t0.796\t0.027\t1.848\t0.050\t6670\t120\t-0.24\t0.10\t0.24\t0.11\t0.480\t0.032\t-0.98\t0.11\t\n",
"OGLE-LMC-RRLYR-28091\t0.609\t0.069\t0.726\t0.026\t1.672\t0.047\t6550\t120\t0.148\t0.098\t0.64\t0.10\t0.503\t0.032\t-0.63\t0.10\t\n",
"OGLE-LMC-RRLYR-28101\t0.653\t0.055\t0.751\t0.021\t1.655\t0.043\t6290\t110\t0.116\t0.090\t0.68\t0.10\t0.565\t0.030\t-0.762\t0.083\t\n",
"OGLE-LMC-RRLYR-28128\t0.693\t0.056\t0.759\t0.022\t1.642\t0.043\t6210\t110\t0.140\t0.090\t0.74\t0.10\t0.592\t0.030\t-0.760\t0.085\t\n",
"OGLE-LMC-RRLYR-28176\t0.601\t0.051\t0.771\t0.020\t1.654\t0.043\t6180\t100\t0.073\t0.089\t0.67\t0.10\t0.600\t0.030\t-0.844\t0.081\t\n",
"OGLE-LMC-RRLYR-28178\t0.574\t0.050\t0.717\t0.019\t1.576\t0.042\t6300\t100\t0.285\t0.088\t0.85\t0.10\t0.569\t0.028\t-0.601\t0.077\t\n",
"OGLE-LMC-RRLYR-28201\t0.659\t0.052\t0.742\t0.020\t1.701\t0.042\t6540\t100\t0.068\t0.087\t0.581\t0.099\t0.511\t0.028\t-0.724\t0.079\t\n",
"OGLE-LMC-RRLYR-28208\t0.606\t0.057\t0.768\t0.022\t1.682\t0.045\t6280\t110\t0.002\t0.095\t0.58\t0.10\t0.578\t0.030\t-0.888\t0.090\t\n",
"OGLE-LMC-RRLYR-28223\t0.680\t0.058\t0.778\t0.021\t1.761\t0.042\t6510\t110\t-0.100\t0.089\t0.436\t0.099\t0.525\t0.031\t-0.914\t0.087\t\n",
"OGLE-LMC-RRLYR-28269\t0.704\t0.060\t0.745\t0.022\t1.663\t0.044\t6370\t110\t0.143\t0.092\t0.70\t0.10\t0.555\t0.030\t-0.722\t0.088\t\n",
"OGLE-LMC-RRLYR-28273\t0.661\t0.057\t0.746\t0.021\t1.671\t0.043\t6400\t110\t0.116\t0.089\t0.64\t0.10\t0.540\t0.030\t-0.726\t0.085\t\n",
"OGLE-LMC-RRLYR-28277\t0.722\t0.062\t0.746\t0.022\t1.714\t0.045\t6530\t110\t0.049\t0.094\t0.54\t0.10\t0.510\t0.029\t-0.749\t0.090\t\n",
"OGLE-LMC-RRLYR-28290\t0.704\t0.053\t0.753\t0.020\t1.649\t0.043\t6260\t100\t0.130\t0.089\t0.71\t0.10\t0.580\t0.029\t-0.774\t0.082\t\n",
"OGLE-LMC-RRLYR-28323\t0.544\t0.050\t0.666\t0.019\t1.617\t0.042\t6780\t110\t0.246\t0.087\t0.71\t0.10\t0.451\t0.030\t-0.459\t0.078\t\n",
"OGLE-LMC-RRLYR-28327\t0.623\t0.056\t0.763\t0.020\t1.747\t0.043\t6570\t110\t-0.058\t0.089\t0.46\t0.10\t0.509\t0.029\t-0.852\t0.083\t\n",
"OGLE-LMC-RRLYR-28349\t0.645\t0.051\t0.790\t0.019\t1.728\t0.043\t6310\t100\t-0.058\t0.089\t0.50\t0.10\t0.562\t0.028\t-0.932\t0.079\t\n",
"OGLE-LMC-RRLYR-28362\t0.615\t0.061\t0.713\t0.022\t1.645\t0.044\t6550\t110\t0.198\t0.091\t0.71\t0.10\t0.510\t0.031\t-0.596\t0.089\t\n",
"OGLE-LMC-RRLYR-28380\t0.638\t0.051\t0.711\t0.019\t1.603\t0.042\t6390\t100\t0.262\t0.088\t0.822\t0.099\t0.550\t0.028\t-0.597\t0.078\t\n",
"OGLE-LMC-RRLYR-28387\t0.604\t0.059\t0.707\t0.021\t1.653\t0.044\t6620\t110\t0.185\t0.090\t0.68\t0.10\t0.493\t0.029\t-0.579\t0.084\t\n",
"OGLE-LMC-RRLYR-28391\t0.690\t0.050\t0.769\t0.019\t1.729\t0.042\t6450\t100\t0.033\t0.088\t0.543\t0.099\t0.522\t0.028\t-0.784\t0.078\t\n",
"OGLE-LMC-RRLYR-28424\t0.622\t0.051\t0.741\t0.020\t1.593\t0.042\t6180\t100\t0.242\t0.087\t0.851\t0.099\t0.606\t0.029\t-0.684\t0.079\t\n",
"OGLE-LMC-RRLYR-28446\t0.728\t0.051\t0.844\t0.020\t1.899\t0.042\t6480\t100\t-0.406\t0.088\t0.10\t0.10\t0.512\t0.029\t-1.199\t0.079\t\n",
"OGLE-LMC-RRLYR-28495\t0.618\t0.063\t0.729\t0.022\t1.671\t0.045\t6530\t110\t0.100\t0.092\t0.63\t0.10\t0.518\t0.030\t-0.692\t0.088\t\n",
"OGLE-LMC-RRLYR-28524\t0.596\t0.051\t0.742\t0.019\t1.529\t0.042\t5930\t100\t0.311\t0.087\t1.004\t0.099\t0.684\t0.029\t-0.736\t0.078\t\n",
"OGLE-LMC-RRLYR-28528\t0.647\t0.061\t0.730\t0.022\t1.725\t0.045\t6710\t110\t0.055\t0.091\t0.52\t0.10\t0.468\t0.029\t-0.672\t0.086\t\n",
"OGLE-LMC-RRLYR-28529\t0.567\t0.058\t0.728\t0.023\t1.615\t0.044\t6310\t110\t0.200\t0.092\t0.76\t0.10\t0.566\t0.030\t-0.681\t0.087\t\n",
"OGLE-LMC-RRLYR-28553\t0.697\t0.052\t0.740\t0.020\t1.664\t0.042\t6410\t100\t0.152\t0.087\t0.687\t0.099\t0.540\t0.028\t-0.692\t0.079\t\n",
"OGLE-LMC-RRLYR-28565\t0.661\t0.058\t0.741\t0.021\t1.698\t0.043\t6540\t110\t0.066\t0.089\t0.58\t0.10\t0.515\t0.030\t-0.733\t0.083\t\n",
"OGLE-LMC-RRLYR-28581\t0.671\t0.066\t0.793\t0.026\t1.753\t0.045\t6350\t120\t-0.115\t0.096\t0.44\t0.10\t0.554\t0.032\t-0.964\t0.099\t\n",
"OGLE-LMC-RRLYR-28589\t0.537\t0.050\t0.685\t0.019\t1.605\t0.042\t6610\t100\t0.256\t0.087\t0.770\t0.098\t0.502\t0.028\t-0.531\t0.077\t\n",
"OGLE-LMC-RRLYR-28618\t0.692\t0.057\t0.741\t0.022\t1.675\t0.044\t6440\t110\t0.132\t0.093\t0.65\t0.10\t0.530\t0.030\t-0.690\t0.086\t\n",
"OGLE-LMC-RRLYR-28628\t0.701\t0.059\t0.806\t0.022\t1.739\t0.044\t6200\t110\t-0.119\t0.093\t0.48\t0.10\t0.594\t0.030\t-1.042\t0.091\t\n",
"OGLE-LMC-RRLYR-28657\t0.651\t0.061\t0.727\t0.021\t1.680\t0.045\t6580\t110\t0.117\t0.092\t0.62\t0.10\t0.506\t0.029\t-0.669\t0.086\t\n",
"OGLE-LMC-RRLYR-28684\t0.640\t0.056\t0.746\t0.021\t1.663\t0.043\t6360\t110\t0.088\t0.090\t0.65\t0.10\t0.553\t0.029\t-0.772\t0.085\t\n",
"OGLE-LMC-RRLYR-28697\t0.533\t0.050\t0.723\t0.019\t1.761\t0.042\t6920\t100\t-0.039\t0.087\t0.397\t0.099\t0.427\t0.028\t-0.699\t0.077\t\n",
"OGLE-LMC-RRLYR-28745\t0.626\t0.058\t0.753\t0.022\t1.659\t0.045\t6300\t110\t0.101\t0.093\t0.67\t0.10\t0.569\t0.030\t-0.779\t0.087\t\n",
"OGLE-LMC-RRLYR-28746\t0.636\t0.067\t0.728\t0.024\t1.747\t0.047\t6790\t110\t0.010\t0.096\t0.46\t0.11\t0.450\t0.030\t-0.691\t0.093\t\n",
"OGLE-LMC-RRLYR-28747\t0.681\t0.052\t0.749\t0.020\t1.700\t0.042\t6490\t100\t0.074\t0.087\t0.591\t0.099\t0.522\t0.028\t-0.740\t0.079\t\n",
"OGLE-LMC-RRLYR-28766\t0.695\t0.049\t0.749\t0.019\t1.582\t0.042\t6070\t100\t0.242\t0.087\t0.886\t0.099\t0.637\t0.028\t-0.734\t0.077\t\n",
"OGLE-LMC-RRLYR-28770\t0.655\t0.060\t0.742\t0.022\t1.695\t0.044\t6520\t110\t0.097\t0.091\t0.59\t0.10\t0.509\t0.030\t-0.694\t0.087\t\n",
"OGLE-LMC-RRLYR-28784\t0.631\t0.050\t0.805\t0.019\t1.625\t0.042\t5840\t100\t0.096\t0.087\t0.796\t0.099\t0.693\t0.029\t-0.969\t0.077\t\n",
"OGLE-LMC-RRLYR-28789\t0.654\t0.053\t0.724\t0.020\t1.667\t0.043\t6560\t100\t0.134\t0.088\t0.65\t0.10\t0.513\t0.029\t-0.659\t0.080\t\n",
"OGLE-LMC-RRLYR-28801\t0.646\t0.050\t0.765\t0.019\t1.697\t0.042\t6360\t100\t0.042\t0.088\t0.58\t0.10\t0.543\t0.029\t-0.809\t0.077\t\n",
"OGLE-LMC-RRLYR-28814\t0.728\t0.051\t0.769\t0.019\t1.694\t0.042\t6300\t100\t0.047\t0.087\t0.610\t0.099\t0.566\t0.028\t-0.835\t0.078\t\n",
"OGLE-LMC-RRLYR-28816\t0.606\t0.052\t0.706\t0.020\t1.682\t0.043\t6770\t100\t0.134\t0.090\t0.57\t0.10\t0.435\t0.029\t-0.553\t0.080\t\n",
"OGLE-LMC-RRLYR-28840\t0.651\t0.051\t0.785\t0.019\t1.606\t0.042\t5930\t100\t0.146\t0.087\t0.824\t0.099\t0.675\t0.028\t-0.889\t0.078\t\n",
"OGLE-LMC-RRLYR-28843\t0.671\t0.052\t0.751\t0.019\t1.686\t0.042\t6420\t100\t0.105\t0.087\t0.623\t0.099\t0.532\t0.028\t-0.726\t0.078\t\n",
"OGLE-LMC-RRLYR-28857\t0.546\t0.060\t0.702\t0.023\t1.707\t0.044\t6830\t110\t0.081\t0.091\t0.52\t0.10\t0.441\t0.030\t-0.610\t0.087\t\n",
"OGLE-LMC-RRLYR-28880\t0.747\t0.050\t0.787\t0.019\t1.703\t0.042\t6230\t100\t0.038\t0.087\t0.603\t0.099\t0.577\t0.028\t-0.860\t0.077\t\n",
"OGLE-LMC-RRLYR-28909\t0.580\t0.054\t0.724\t0.021\t1.753\t0.043\t6860\t100\t-0.004\t0.089\t0.43\t0.10\t0.435\t0.029\t-0.684\t0.083\t\n",
"OGLE-LMC-RRLYR-28914\t0.659\t0.053\t0.751\t0.021\t1.616\t0.043\t6180\t110\t0.176\t0.090\t0.79\t0.10\t0.607\t0.030\t-0.751\t0.082\t\n",
"OGLE-LMC-RRLYR-28935\t0.708\t0.051\t0.741\t0.019\t1.689\t0.042\t6500\t100\t0.101\t0.087\t0.627\t0.099\t0.524\t0.028\t-0.714\t0.078\t\n",
"OGLE-LMC-RRLYR-28941\t0.592\t0.050\t0.684\t0.019\t1.594\t0.042\t6580\t100\t0.288\t0.087\t0.804\t0.099\t0.509\t0.029\t-0.486\t0.077\t\n",
"OGLE-LMC-RRLYR-28949\t0.625\t0.056\t0.716\t0.021\t1.648\t0.043\t6530\t110\t0.176\t0.089\t0.698\t0.099\t0.517\t0.030\t-0.628\t0.084\t\n",
"OGLE-LMC-RRLYR-28950\t0.763\t0.051\t0.772\t0.019\t1.668\t0.042\t6210\t100\t0.109\t0.087\t0.694\t0.099\t0.591\t0.028\t-0.802\t0.078\t\n",
"OGLE-LMC-RRLYR-28957\t0.600\t0.058\t0.732\t0.021\t1.732\t0.044\t6730\t100\t0.005\t0.092\t0.48\t0.10\t0.470\t0.029\t-0.720\t0.085\t\n",
"OGLE-LMC-RRLYR-28975\t0.534\t0.050\t0.674\t0.020\t1.530\t0.042\t6380\t100\t0.386\t0.088\t0.952\t0.099\t0.558\t0.029\t-0.492\t0.080\t\n",
"OGLE-LMC-RRLYR-28982\t0.673\t0.052\t0.723\t0.019\t1.646\t0.042\t6470\t100\t0.185\t0.087\t0.719\t0.099\t0.531\t0.028\t-0.639\t0.078\t\n",
"OGLE-LMC-RRLYR-28996\t0.614\t0.051\t0.707\t0.019\t1.656\t0.042\t6640\t100\t0.187\t0.087\t0.690\t0.099\t0.492\t0.028\t-0.570\t0.078\t\n",
"OGLE-LMC-RRLYR-28998\t0.569\t0.052\t0.712\t0.020\t1.608\t0.043\t6430\t100\t0.208\t0.089\t0.77\t0.10\t0.541\t0.028\t-0.629\t0.079\t\n",
"OGLE-LMC-RRLYR-29021\t0.697\t0.051\t0.828\t0.020\t1.820\t0.043\t6340\t110\t-0.244\t0.090\t0.29\t0.10\t0.542\t0.031\t-1.093\t0.080\t\n",
"OGLE-LMC-RRLYR-29024\t0.644\t0.052\t0.740\t0.020\t1.699\t0.043\t6540\t100\t0.088\t0.089\t0.58\t0.10\t0.497\t0.029\t-0.689\t0.080\t\n",
"OGLE-LMC-RRLYR-29029\t0.569\t0.052\t0.703\t0.020\t1.636\t0.042\t6580\t100\t0.233\t0.088\t0.720\t0.099\t0.495\t0.029\t-0.546\t0.080\t\n",
"OGLE-LMC-RRLYR-29032\t0.662\t0.056\t0.757\t0.021\t1.771\t0.043\t6680\t100\t-0.069\t0.090\t0.41\t0.10\t0.478\t0.029\t-0.813\t0.084\t\n",
"OGLE-LMC-RRLYR-29036\t0.558\t0.050\t0.733\t0.019\t1.738\t0.042\t6760\t100\t-0.020\t0.087\t0.457\t0.099\t0.464\t0.028\t-0.738\t0.078\t\n",
"OGLE-LMC-RRLYR-29039\t0.630\t0.051\t0.718\t0.019\t1.617\t0.042\t6400\t100\t0.224\t0.088\t0.779\t0.099\t0.548\t0.028\t-0.632\t0.078\t\n",
"OGLE-LMC-RRLYR-29041\t0.686\t0.059\t0.729\t0.021\t1.696\t0.044\t6620\t100\t0.107\t0.090\t0.61\t0.10\t0.496\t0.029\t-0.663\t0.083\t\n",
"OGLE-LMC-RRLYR-29049\t0.651\t0.053\t0.730\t0.020\t1.702\t0.042\t6640\t100\t0.075\t0.087\t0.580\t0.099\t0.492\t0.028\t-0.686\t0.079\t\n",
"OGLE-LMC-RRLYR-29055\t0.599\t0.058\t0.714\t0.021\t1.664\t0.043\t6620\t100\t0.139\t0.089\t0.65\t0.10\t0.496\t0.029\t-0.629\t0.082\t\n",
"OGLE-LMC-RRLYR-29059\t0.628\t0.051\t0.698\t0.019\t1.569\t0.042\t6380\t100\t0.319\t0.088\t0.89\t0.10\t0.560\t0.028\t-0.548\t0.079\t\n",
"OGLE-LMC-RRLYR-29061\t0.677\t0.053\t0.740\t0.020\t1.605\t0.043\t6200\t110\t0.239\t0.091\t0.83\t0.10\t0.592\t0.030\t-0.681\t0.080\t\n",
"OGLE-LMC-RRLYR-29075\t0.628\t0.054\t0.710\t0.020\t1.647\t0.043\t6590\t100\t0.181\t0.088\t0.701\t0.099\t0.504\t0.028\t-0.602\t0.080\t\n",
"OGLE-LMC-RRLYR-29083\t0.636\t0.052\t0.714\t0.020\t1.593\t0.042\t6320\t100\t0.238\t0.089\t0.82\t0.10\t0.571\t0.028\t-0.654\t0.080\t\n",
"OGLE-LMC-RRLYR-29085\t0.635\t0.060\t0.763\t0.022\t1.803\t0.044\t6730\t110\t-0.142\t0.091\t0.31\t0.10\t0.460\t0.029\t-0.860\t0.086\t\n",
"OGLE-LMC-RRLYR-29086\t0.656\t0.051\t0.832\t0.020\t1.812\t0.042\t6290\t100\t-0.257\t0.087\t0.304\t0.098\t0.565\t0.028\t-1.132\t0.079\t\n",
"OGLE-LMC-RRLYR-29088\t0.663\t0.052\t0.792\t0.020\t1.730\t0.042\t6280\t100\t-0.070\t0.089\t0.49\t0.10\t0.570\t0.029\t-0.951\t0.081\t\n",
"OGLE-LMC-RRLYR-29089\t0.619\t0.055\t0.738\t0.021\t1.727\t0.043\t6670\t110\t0.033\t0.089\t0.50\t0.10\t0.472\t0.030\t-0.708\t0.084\t\n",
"OGLE-LMC-RRLYR-29102\t0.570\t0.051\t0.707\t0.019\t1.623\t0.042\t6520\t100\t0.223\t0.087\t0.756\t0.099\t0.518\t0.028\t-0.582\t0.079\t\n",
"OGLE-LMC-RRLYR-29111\t0.697\t0.052\t0.752\t0.020\t1.618\t0.042\t6200\t100\t0.207\t0.089\t0.81\t0.10\t0.602\t0.028\t-0.723\t0.080\t\n",
"OGLE-LMC-RRLYR-29112\t0.540\t0.050\t0.703\t0.019\t1.710\t0.042\t6870\t100\t0.073\t0.087\t0.519\t0.099\t0.439\t0.028\t-0.606\t0.078\t\n",
"OGLE-LMC-RRLYR-29125\t0.655\t0.050\t0.767\t0.019\t1.666\t0.042\t6230\t100\t0.059\t0.087\t0.643\t0.098\t0.586\t0.028\t-0.843\t0.077\t\n",
"OGLE-LMC-RRLYR-29128\t0.584\t0.051\t0.699\t0.019\t1.554\t0.042\t6290\t100\t0.300\t0.088\t0.892\t0.099\t0.581\t0.028\t-0.607\t0.078\t\n",
"OGLE-LMC-RRLYR-29129\t0.605\t0.052\t0.758\t0.020\t1.802\t0.042\t6790\t100\t-0.139\t0.088\t0.327\t0.099\t0.455\t0.028\t-0.840\t0.080\t\n",
"OGLE-LMC-RRLYR-29130\t0.701\t0.051\t0.767\t0.019\t1.692\t0.042\t6330\t100\t0.045\t0.087\t0.605\t0.098\t0.563\t0.029\t-0.820\t0.078\t\n",
"OGLE-LMC-RRLYR-29134\t0.604\t0.052\t0.728\t0.020\t1.720\t0.042\t6720\t100\t0.062\t0.087\t0.533\t0.099\t0.466\t0.028\t-0.660\t0.079\t\n",
"OGLE-LMC-RRLYR-29143\t0.588\t0.051\t0.677\t0.019\t1.648\t0.042\t6840\t100\t0.189\t0.088\t0.62\t0.10\t0.421\t0.029\t-0.473\t0.078\t\n",
"OGLE-LMC-RRLYR-29146\t0.632\t0.055\t0.770\t0.021\t1.759\t0.043\t6550\t100\t-0.093\t0.090\t0.41\t0.10\t0.509\t0.029\t-0.881\t0.084\t\n",
"OGLE-LMC-RRLYR-29153\t0.554\t0.053\t0.706\t0.020\t1.678\t0.042\t6720\t100\t0.141\t0.088\t0.614\t0.099\t0.466\t0.028\t-0.588\t0.080\t\n",
"OGLE-LMC-RRLYR-29157\t0.696\t0.053\t0.755\t0.020\t1.636\t0.042\t6190\t100\t0.149\t0.088\t0.747\t0.099\t0.595\t0.029\t-0.777\t0.080\t\n",
"OGLE-LMC-RRLYR-29158\t0.524\t0.051\t0.703\t0.019\t1.699\t0.042\t6840\t100\t0.088\t0.087\t0.549\t0.099\t0.445\t0.028\t-0.601\t0.078\t\n",
"OGLE-LMC-RRLYR-29164\t0.763\t0.050\t0.781\t0.019\t1.622\t0.042\t5960\t110\t0.157\t0.088\t0.81\t0.10\t0.657\t0.030\t-0.864\t0.077\t\n",
"OGLE-LMC-RRLYR-29169\t0.658\t0.058\t0.763\t0.022\t1.754\t0.044\t6560\t110\t-0.057\t0.092\t0.43\t0.10\t0.501\t0.029\t-0.840\t0.087\t\n",
"OGLE-LMC-RRLYR-29174\t0.663\t0.051\t0.781\t0.020\t1.699\t0.042\t6280\t100\t-0.003\t0.089\t0.57\t0.10\t0.574\t0.029\t-0.893\t0.079\t\n",
"OGLE-LMC-RRLYR-29179\t0.555\t0.050\t0.743\t0.019\t1.731\t0.042\t6650\t100\t-0.035\t0.087\t0.453\t0.098\t0.488\t0.029\t-0.797\t0.079\t\n",
"OGLE-LMC-RRLYR-29196\t0.681\t0.052\t0.774\t0.019\t1.708\t0.042\t6350\t100\t-0.013\t0.087\t0.566\t0.099\t0.565\t0.028\t-0.884\t0.079\t\n",
"OGLE-LMC-RRLYR-29210\t0.616\t0.054\t0.747\t0.020\t1.744\t0.043\t6650\t100\t-0.032\t0.089\t0.452\t0.099\t0.484\t0.029\t-0.779\t0.081\t\n",
"OGLE-LMC-RRLYR-29224\t0.747\t0.053\t0.766\t0.020\t1.764\t0.042\t6580\t100\t-0.047\t0.088\t0.456\t0.099\t0.501\t0.028\t-0.824\t0.079\t\n",
"OGLE-LMC-RRLYR-29256\t0.695\t0.051\t0.726\t0.020\t1.582\t0.042\t6200\t100\t0.311\t0.089\t0.90\t0.10\t0.592\t0.028\t-0.617\t0.080\t\n",
"OGLE-LMC-RRLYR-29270\t0.674\t0.053\t0.737\t0.020\t1.615\t0.042\t6270\t100\t0.184\t0.088\t0.779\t0.099\t0.583\t0.029\t-0.722\t0.080\t\n",
"OGLE-LMC-RRLYR-29275\t0.679\t0.053\t0.761\t0.020\t1.626\t0.042\t6140\t110\t0.153\t0.087\t0.769\t0.099\t0.613\t0.030\t-0.789\t0.080\t\n",
"OGLE-LMC-RRLYR-29276\t0.562\t0.063\t0.712\t0.022\t1.654\t0.046\t6590\t100\t0.147\t0.092\t0.65\t0.10\t0.500\t0.029\t-0.625\t0.086\t\n",
"OGLE-LMC-RRLYR-29278\t0.590\t0.053\t0.711\t0.020\t1.659\t0.043\t6630\t100\t0.195\t0.090\t0.67\t0.10\t0.479\t0.029\t-0.556\t0.080\t\n",
"OGLE-LMC-RRLYR-29289\t0.685\t0.051\t0.742\t0.019\t1.599\t0.042\t6160\t100\t0.209\t0.087\t0.831\t0.098\t0.611\t0.028\t-0.739\t0.077\t\n",
"OGLE-LMC-RRLYR-29290\t0.646\t0.060\t0.701\t0.021\t1.674\t0.044\t6740\t110\t0.173\t0.092\t0.64\t0.10\t0.466\t0.029\t-0.550\t0.085\t\n",
"OGLE-LMC-RRLYR-29302\t0.541\t0.052\t0.682\t0.019\t1.610\t0.042\t6650\t100\t0.261\t0.087\t0.763\t0.098\t0.491\t0.029\t-0.503\t0.079\t\n",
"OGLE-LMC-RRLYR-29310\t0.640\t0.055\t0.732\t0.020\t1.664\t0.043\t6480\t110\t0.113\t0.088\t0.66\t0.10\t0.531\t0.029\t-0.707\t0.081\t\n",
"OGLE-LMC-RRLYR-29340\t0.622\t0.053\t0.781\t0.020\t1.575\t0.042\t5830\t100\t0.190\t0.088\t0.902\t0.099\t0.707\t0.029\t-0.897\t0.081\t\n",
"OGLE-LMC-RRLYR-29344\t0.705\t0.055\t0.754\t0.020\t1.750\t0.043\t6640\t100\t-0.017\t0.089\t0.49\t0.10\t0.496\t0.028\t-0.783\t0.081\t\n",
"OGLE-LMC-RRLYR-29351\t0.638\t0.052\t0.741\t0.020\t1.717\t0.042\t6610\t100\t0.062\t0.088\t0.553\t0.099\t0.490\t0.028\t-0.703\t0.081\t\n",
"OGLE-LMC-RRLYR-29357\t0.702\t0.051\t0.751\t0.020\t1.629\t0.042\t6220\t100\t0.197\t0.087\t0.774\t0.099\t0.588\t0.028\t-0.712\t0.079\t\n",
"OGLE-LMC-RRLYR-29373\t0.629\t0.054\t0.744\t0.020\t1.706\t0.042\t6550\t100\t0.080\t0.088\t0.56\t0.10\t0.500\t0.029\t-0.702\t0.081\t\n",
"OGLE-LMC-RRLYR-29379\t0.621\t0.055\t0.751\t0.020\t1.707\t0.043\t6500\t100\t0.008\t0.089\t0.54\t0.10\t0.524\t0.028\t-0.797\t0.082\t\n",
"OGLE-LMC-RRLYR-29403\t0.717\t0.052\t0.750\t0.019\t1.675\t0.042\t6370\t100\t0.117\t0.087\t0.663\t0.098\t0.550\t0.028\t-0.736\t0.078\t\n",
"OGLE-LMC-RRLYR-29405\t0.720\t0.051\t0.855\t0.020\t1.906\t0.043\t6430\t100\t-0.438\t0.089\t0.07\t0.10\t0.523\t0.028\t-1.249\t0.079\t\n",
"OGLE-LMC-RRLYR-29421\t0.639\t0.056\t0.733\t0.021\t1.721\t0.043\t6690\t100\t0.051\t0.089\t0.53\t0.10\t0.477\t0.029\t-0.686\t0.083\t\n",
"OGLE-LMC-RRLYR-29429\t0.676\t0.053\t0.783\t0.020\t1.786\t0.042\t6550\t110\t-0.141\t0.088\t0.377\t0.099\t0.512\t0.029\t-0.934\t0.082\t\n",
"OGLE-LMC-RRLYR-29430\t0.618\t0.050\t0.738\t0.019\t1.600\t0.042\t6220\t100\t0.212\t0.087\t0.805\t0.099\t0.593\t0.029\t-0.701\t0.077\t\n",
"OGLE-LMC-RRLYR-29436\t0.738\t0.051\t0.787\t0.019\t1.782\t0.042\t6500\t100\t-0.114\t0.088\t0.39\t0.10\t0.506\t0.028\t-0.904\t0.079\t\n",
"OGLE-LMC-RRLYR-29445\t0.683\t0.051\t0.748\t0.019\t1.718\t0.042\t6560\t100\t0.031\t0.088\t0.546\t0.099\t0.508\t0.028\t-0.761\t0.079\t\n",
"OGLE-LMC-RRLYR-29470\t0.629\t0.052\t0.790\t0.020\t1.794\t0.043\t6510\t100\t-0.172\t0.090\t0.33\t0.10\t0.512\t0.028\t-0.970\t0.081\t\n",
"OGLE-LMC-RRLYR-29479\t0.680\t0.056\t0.739\t0.022\t1.576\t0.044\t6100\t110\t0.263\t0.092\t0.90\t0.10\t0.630\t0.030\t-0.705\t0.088\t\n",
"OGLE-LMC-RRLYR-29490\t0.688\t0.050\t0.794\t0.019\t1.778\t0.042\t6440\t100\t-0.149\t0.087\t0.392\t0.099\t0.536\t0.028\t-0.979\t0.077\t\n",
"OGLE-LMC-RRLYR-29497\t0.648\t0.055\t0.769\t0.021\t1.737\t0.042\t6470\t110\t-0.054\t0.090\t0.494\t0.099\t0.532\t0.030\t-0.881\t0.085\t\n",
"OGLE-LMC-RRLYR-29524\t0.591\t0.052\t0.710\t0.019\t1.631\t0.042\t6510\t100\t0.203\t0.087\t0.735\t0.098\t0.522\t0.028\t-0.603\t0.078\t\n",
"OGLE-LMC-RRLYR-29541\t0.589\t0.063\t0.702\t0.024\t1.643\t0.046\t6620\t110\t0.211\t0.095\t0.71\t0.10\t0.495\t0.029\t-0.559\t0.092\t\n",
"OGLE-LMC-RRLYR-29544\t0.679\t0.050\t0.769\t0.019\t1.632\t0.042\t6137\t99\t0.148\t0.087\t0.755\t0.099\t0.613\t0.028\t-0.803\t0.078\t\n",
"OGLE-LMC-RRLYR-29545\t0.716\t0.052\t0.760\t0.020\t1.649\t0.042\t6220\t100\t0.131\t0.088\t0.72\t0.10\t0.590\t0.029\t-0.780\t0.080\t\n",
"OGLE-LMC-RRLYR-29546\t0.689\t0.050\t0.761\t0.019\t1.634\t0.042\t6180\t100\t0.181\t0.087\t0.764\t0.099\t0.593\t0.028\t-0.742\t0.077\t\n",
"OGLE-LMC-RRLYR-29547\t0.613\t0.055\t0.714\t0.020\t1.691\t0.044\t6720\t110\t0.101\t0.092\t0.57\t0.11\t0.453\t0.030\t-0.610\t0.082\t\n",
"OGLE-LMC-RRLYR-29579\t0.713\t0.050\t0.763\t0.019\t1.703\t0.042\t6390\t100\t0.054\t0.087\t0.589\t0.098\t0.541\t0.028\t-0.791\t0.078\t\n",
"OGLE-LMC-RRLYR-29587\t0.596\t0.052\t0.713\t0.020\t1.717\t0.042\t6810\t100\t0.073\t0.088\t0.528\t0.099\t0.449\t0.028\t-0.623\t0.080\t\n",
"OGLE-LMC-RRLYR-29590\t0.726\t0.054\t0.760\t0.020\t1.769\t0.042\t6640\t100\t-0.050\t0.088\t0.448\t0.099\t0.487\t0.028\t-0.811\t0.080\t\n",
"OGLE-LMC-RRLYR-29595\t0.598\t0.050\t0.739\t0.019\t1.698\t0.042\t6550\t100\t0.039\t0.087\t0.560\t0.098\t0.513\t0.028\t-0.753\t0.078\t\n",
"OGLE-LMC-RRLYR-29603\t0.676\t0.052\t0.795\t0.020\t1.650\t0.042\t6010\t110\t0.076\t0.087\t0.731\t0.099\t0.649\t0.030\t-0.923\t0.079\t\n",
"OGLE-LMC-RRLYR-29616\t0.581\t0.055\t0.730\t0.021\t1.757\t0.043\t6820\t100\t-0.027\t0.089\t0.41\t0.10\t0.442\t0.029\t-0.716\t0.082\t\n",
"OGLE-LMC-RRLYR-29625\t0.614\t0.057\t0.709\t0.021\t1.612\t0.042\t6430\t100\t0.245\t0.088\t0.787\t0.099\t0.535\t0.029\t-0.586\t0.082\t\n",
"OGLE-LMC-RRLYR-29627\t0.742\t0.054\t0.743\t0.020\t1.752\t0.043\t6710\t100\t0.006\t0.088\t0.479\t0.099\t0.472\t0.028\t-0.723\t0.080\t\n",
"OGLE-LMC-RRLYR-29632\t0.582\t0.052\t0.736\t0.020\t1.704\t0.042\t6600\t100\t0.035\t0.089\t0.550\t0.099\t0.500\t0.028\t-0.745\t0.080\t\n",
"OGLE-LMC-RRLYR-29645\t0.571\t0.059\t0.710\t0.021\t1.637\t0.044\t6550\t110\t0.181\t0.090\t0.70\t0.10\t0.512\t0.030\t-0.611\t0.084\t\n",
"OGLE-LMC-RRLYR-29646\t0.697\t0.052\t0.759\t0.020\t1.670\t0.042\t6310\t100\t0.077\t0.087\t0.657\t0.099\t0.573\t0.028\t-0.810\t0.079\t\n",
"OGLE-LMC-RRLYR-29677\t0.579\t0.050\t0.699\t0.019\t1.603\t0.042\t6510\t100\t0.265\t0.087\t0.792\t0.099\t0.519\t0.028\t-0.539\t0.078\t\n",
"OGLE-LMC-RRLYR-29678\t0.546\t0.055\t0.688\t0.020\t1.620\t0.042\t6640\t110\t0.240\t0.089\t0.742\t0.099\t0.489\t0.029\t-0.519\t0.082\t\n",
"OGLE-LMC-RRLYR-29679\t0.588\t0.051\t0.704\t0.019\t1.693\t0.042\t6810\t100\t0.085\t0.089\t0.53\t0.10\t0.433\t0.029\t-0.586\t0.079\t\n",
"OGLE-LMC-RRLYR-29680\t0.749\t0.051\t0.780\t0.019\t1.638\t0.042\t6040\t100\t0.109\t0.087\t0.751\t0.099\t0.639\t0.029\t-0.872\t0.079\t\n",
"OGLE-LMC-RRLYR-29685\t0.739\t0.056\t0.754\t0.020\t1.750\t0.043\t6630\t100\t-0.015\t0.089\t0.48\t0.10\t0.495\t0.028\t-0.782\t0.081\t\n",
"OGLE-LMC-RRLYR-29686\t0.635\t0.050\t0.718\t0.019\t1.606\t0.042\t6370\t100\t0.237\t0.087\t0.804\t0.098\t0.556\t0.028\t-0.628\t0.078\t\n",
"OGLE-LMC-RRLYR-29687\t0.706\t0.052\t0.757\t0.020\t1.677\t0.042\t6340\t100\t0.086\t0.088\t0.64\t0.10\t0.562\t0.028\t-0.791\t0.080\t\n",
"OGLE-LMC-RRLYR-29692\t0.744\t0.057\t0.836\t0.022\t1.794\t0.044\t6170\t110\t-0.235\t0.092\t0.37\t0.10\t0.598\t0.030\t-1.156\t0.089\t\n",
"OGLE-LMC-RRLYR-29694\t0.607\t0.051\t0.731\t0.019\t1.554\t0.042\t6120\t100\t0.304\t0.087\t0.929\t0.099\t0.623\t0.029\t-0.653\t0.078\t\n",
"OGLE-LMC-RRLYR-29709\t0.617\t0.051\t0.724\t0.019\t1.643\t0.042\t6450\t100\t0.149\t0.087\t0.698\t0.099\t0.538\t0.028\t-0.677\t0.079\t\n",
"OGLE-LMC-RRLYR-29719\t0.713\t0.053\t0.758\t0.020\t1.702\t0.043\t6420\t100\t0.061\t0.088\t0.59\t0.10\t0.537\t0.028\t-0.775\t0.079\t\n",
"OGLE-LMC-RRLYR-29734\t0.694\t0.051\t0.756\t0.019\t1.644\t0.042\t6240\t100\t0.153\t0.087\t0.730\t0.099\t0.582\t0.028\t-0.748\t0.078\t\n",
"OGLE-LMC-RRLYR-29736\t0.612\t0.052\t0.729\t0.020\t1.542\t0.042\t6090\t100\t0.320\t0.087\t0.951\t0.099\t0.630\t0.029\t-0.642\t0.079\t\n",
"OGLE-LMC-RRLYR-29739\t0.670\t0.055\t0.764\t0.021\t1.766\t0.042\t6600\t110\t-0.071\t0.089\t0.420\t0.099\t0.494\t0.029\t-0.841\t0.084\t\n",
"OGLE-LMC-RRLYR-29740\t0.675\t0.050\t0.774\t0.019\t1.698\t0.042\t6294\t99\t0.028\t0.087\t0.585\t0.099\t0.562\t0.028\t-0.851\t0.077\t\n",
"OGLE-LMC-RRLYR-29742\t0.735\t0.051\t0.772\t0.019\t1.677\t0.042\t6240\t100\t0.069\t0.088\t0.648\t0.099\t0.584\t0.028\t-0.834\t0.079\t\n",
"OGLE-LMC-RRLYR-29747\t0.697\t0.050\t0.741\t0.019\t1.633\t0.042\t6270\t100\t0.169\t0.087\t0.755\t0.099\t0.580\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-29748\t0.694\t0.050\t0.760\t0.019\t1.709\t0.043\t6460\t100\t0.053\t0.088\t0.55\t0.10\t0.509\t0.029\t-0.746\t0.078\t\n",
"OGLE-LMC-RRLYR-29755\t0.737\t0.057\t0.801\t0.022\t1.839\t0.044\t6610\t110\t-0.233\t0.092\t0.27\t0.10\t0.499\t0.030\t-1.007\t0.087\t\n",
"OGLE-LMC-RRLYR-29758\t0.673\t0.054\t0.724\t0.020\t1.716\t0.043\t6730\t100\t0.087\t0.088\t0.554\t0.099\t0.466\t0.028\t-0.625\t0.080\t\n",
"OGLE-LMC-RRLYR-29772\t0.707\t0.051\t0.809\t0.019\t1.748\t0.042\t6230\t100\t-0.133\t0.087\t0.473\t0.099\t0.594\t0.028\t-1.045\t0.078\t\n",
"OGLE-LMC-RRLYR-29782\t0.639\t0.051\t0.722\t0.019\t1.621\t0.042\t6380\t100\t0.220\t0.087\t0.772\t0.099\t0.550\t0.028\t-0.628\t0.078\t\n",
"OGLE-LMC-RRLYR-29785\t0.597\t0.052\t0.720\t0.020\t1.701\t0.042\t6720\t100\t0.097\t0.087\t0.573\t0.099\t0.468\t0.028\t-0.627\t0.078\t\n",
"OGLE-LMC-RRLYR-29811\t0.704\t0.050\t0.767\t0.019\t1.679\t0.042\t6290\t100\t0.088\t0.087\t0.652\t0.099\t0.570\t0.028\t-0.805\t0.077\t\n",
"OGLE-LMC-RRLYR-29812\t0.683\t0.052\t0.758\t0.020\t1.696\t0.043\t6410\t100\t0.097\t0.089\t0.61\t0.10\t0.532\t0.028\t-0.726\t0.079\t\n",
"OGLE-LMC-RRLYR-29819\t0.572\t0.053\t0.704\t0.020\t1.635\t0.042\t6570\t100\t0.229\t0.088\t0.71\t0.10\t0.499\t0.029\t-0.550\t0.080\t\n",
"OGLE-LMC-RRLYR-29829\t0.581\t0.058\t0.714\t0.022\t1.714\t0.043\t6790\t110\t0.058\t0.090\t0.52\t0.10\t0.452\t0.031\t-0.641\t0.087\t\n",
"OGLE-LMC-RRLYR-29830\t0.601\t0.051\t0.705\t0.019\t1.640\t0.042\t6600\t100\t0.196\t0.087\t0.706\t0.099\t0.500\t0.028\t-0.579\t0.078\t\n",
"OGLE-LMC-RRLYR-29841\t0.692\t0.053\t0.771\t0.020\t1.722\t0.042\t6400\t100\t-0.024\t0.088\t0.527\t0.099\t0.546\t0.029\t-0.874\t0.082\t\n",
"OGLE-LMC-RRLYR-29843\t0.519\t0.053\t0.708\t0.020\t1.734\t0.043\t6910\t100\t0.017\t0.089\t0.45\t0.10\t0.427\t0.028\t-0.641\t0.080\t\n",
"OGLE-LMC-RRLYR-29848\t0.533\t0.052\t0.693\t0.020\t1.593\t0.043\t6520\t100\t0.275\t0.089\t0.80\t0.10\t0.520\t0.029\t-0.533\t0.081\t\n",
"OGLE-LMC-RRLYR-29853\t0.678\t0.052\t0.772\t0.020\t1.569\t0.042\t5870\t100\t0.238\t0.087\t0.935\t0.099\t0.691\t0.029\t-0.821\t0.079\t\n",
"OGLE-LMC-RRLYR-29855\t0.658\t0.062\t0.726\t0.023\t1.740\t0.045\t6780\t110\t0.034\t0.093\t0.49\t0.10\t0.452\t0.029\t-0.672\t0.088\t\n",
"OGLE-LMC-RRLYR-29862\t0.661\t0.050\t0.766\t0.019\t1.639\t0.042\t6130\t100\t0.085\t0.087\t0.722\t0.099\t0.621\t0.028\t-0.873\t0.078\t\n",
"OGLE-LMC-RRLYR-29872\t0.730\t0.053\t0.769\t0.021\t1.732\t0.043\t6450\t100\t-0.011\t0.089\t0.523\t0.099\t0.534\t0.029\t-0.839\t0.081\t\n",
"OGLE-LMC-RRLYR-29873\t0.673\t0.051\t0.750\t0.020\t1.639\t0.042\t6260\t100\t0.126\t0.088\t0.71\t0.10\t0.586\t0.029\t-0.785\t0.079\t\n",
"OGLE-LMC-RRLYR-29875\t0.567\t0.052\t0.707\t0.020\t1.666\t0.042\t6690\t100\t0.167\t0.088\t0.648\t0.099\t0.475\t0.028\t-0.565\t0.079\t\n",
"OGLE-LMC-RRLYR-29883\t0.667\t0.052\t0.748\t0.019\t1.659\t0.042\t6310\t100\t0.090\t0.088\t0.677\t0.099\t0.569\t0.028\t-0.789\t0.079\t\n",
"OGLE-LMC-RRLYR-29892\t0.691\t0.053\t0.743\t0.020\t1.643\t0.042\t6320\t100\t0.142\t0.088\t0.720\t0.099\t0.569\t0.029\t-0.740\t0.081\t\n",
"OGLE-LMC-RRLYR-29911\t0.542\t0.058\t0.690\t0.022\t1.658\t0.043\t6770\t110\t0.176\t0.090\t0.646\t0.099\t0.460\t0.030\t-0.538\t0.087\t\n",
"OGLE-LMC-RRLYR-29916\t0.605\t0.055\t0.699\t0.020\t1.674\t0.042\t6760\t100\t0.150\t0.088\t0.625\t0.099\t0.463\t0.029\t-0.567\t0.081\t\n",
"OGLE-LMC-RRLYR-29923\t0.570\t0.050\t0.772\t0.019\t1.769\t0.041\t6580\t100\t-0.128\t0.087\t0.379\t0.098\t0.506\t0.029\t-0.911\t0.078\t\n",
"OGLE-LMC-RRLYR-29924\t0.621\t0.056\t0.722\t0.021\t1.688\t0.043\t6630\t100\t0.097\t0.089\t0.59\t0.10\t0.491\t0.029\t-0.661\t0.082\t\n",
"OGLE-LMC-RRLYR-29939\t0.679\t0.051\t0.735\t0.019\t1.627\t0.042\t6330\t100\t0.216\t0.087\t0.793\t0.098\t0.568\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-29946\t0.635\t0.050\t0.779\t0.019\t1.638\t0.042\t6090\t100\t0.101\t0.087\t0.735\t0.099\t0.630\t0.028\t-0.867\t0.077\t\n",
"OGLE-LMC-RRLYR-29953\t0.635\t0.051\t0.710\t0.019\t1.621\t0.042\t6500\t100\t0.215\t0.087\t0.758\t0.099\t0.529\t0.028\t-0.601\t0.078\t\n",
"OGLE-LMC-RRLYR-29959\t0.560\t0.057\t0.699\t0.021\t1.650\t0.044\t6680\t110\t0.181\t0.091\t0.66\t0.10\t0.479\t0.030\t-0.561\t0.084\t\n",
"OGLE-LMC-RRLYR-29967\t0.637\t0.050\t0.777\t0.019\t1.624\t0.042\t6010\t100\t0.102\t0.088\t0.76\t0.10\t0.657\t0.028\t-0.910\t0.079\t\n",
"OGLE-LMC-RRLYR-29980\t0.721\t0.055\t0.751\t0.021\t1.696\t0.043\t6450\t110\t0.083\t0.089\t0.615\t0.099\t0.532\t0.031\t-0.749\t0.085\t\n",
"OGLE-LMC-RRLYR-29982\t0.657\t0.051\t0.761\t0.020\t1.701\t0.043\t6400\t100\t0.056\t0.089\t0.57\t0.10\t0.529\t0.029\t-0.778\t0.079\t\n",
"OGLE-LMC-RRLYR-29983\t0.646\t0.057\t0.738\t0.021\t1.692\t0.044\t6530\t100\t0.070\t0.090\t0.59\t0.10\t0.514\t0.029\t-0.725\t0.083\t\n",
"OGLE-LMC-RRLYR-29989\t0.689\t0.061\t0.758\t0.023\t1.702\t0.044\t6420\t110\t0.049\t0.091\t0.57\t0.10\t0.537\t0.030\t-0.788\t0.088\t\n",
"OGLE-LMC-RRLYR-30041\t0.685\t0.056\t0.771\t0.021\t1.668\t0.042\t6230\t110\t0.068\t0.088\t0.657\t0.099\t0.591\t0.030\t-0.844\t0.082\t\n",
"OGLE-LMC-RRLYR-30052\t0.679\t0.056\t0.748\t0.021\t1.638\t0.043\t6270\t110\t0.160\t0.089\t0.73\t0.10\t0.578\t0.030\t-0.741\t0.083\t\n",
"OGLE-LMC-RRLYR-30071\t0.666\t0.050\t0.755\t0.019\t1.633\t0.042\t6230\t100\t0.163\t0.088\t0.742\t0.099\t0.587\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-30089\t0.550\t0.050\t0.693\t0.019\t1.616\t0.042\t6560\t100\t0.221\t0.087\t0.748\t0.099\t0.511\t0.028\t-0.577\t0.077\t\n",
"OGLE-LMC-RRLYR-30099\t0.679\t0.055\t0.794\t0.020\t1.800\t0.043\t6520\t100\t-0.181\t0.089\t0.34\t0.10\t0.519\t0.028\t-0.988\t0.081\t\n",
"OGLE-LMC-RRLYR-30100\t0.641\t0.053\t0.802\t0.020\t1.611\t0.042\t5820\t100\t0.140\t0.088\t0.84\t0.10\t0.697\t0.029\t-0.928\t0.080\t\n",
"OGLE-LMC-RRLYR-30105\t0.559\t0.051\t0.690\t0.019\t1.609\t0.042\t6580\t100\t0.247\t0.087\t0.770\t0.099\t0.507\t0.028\t-0.540\t0.078\t\n",
"OGLE-LMC-RRLYR-30106\t0.587\t0.051\t0.714\t0.019\t1.576\t0.043\t6290\t100\t0.274\t0.089\t0.85\t0.10\t0.573\t0.028\t-0.620\t0.079\t\n",
"OGLE-LMC-RRLYR-30124\t0.733\t0.052\t0.769\t0.020\t1.710\t0.042\t6370\t100\t0.048\t0.088\t0.58\t0.10\t0.539\t0.029\t-0.802\t0.079\t\n",
"OGLE-LMC-RRLYR-30134\t0.573\t0.058\t0.711\t0.021\t1.617\t0.043\t6480\t110\t0.206\t0.090\t0.75\t0.10\t0.531\t0.029\t-0.614\t0.084\t\n",
"OGLE-LMC-RRLYR-30139\t0.706\t0.050\t0.752\t0.019\t1.594\t0.042\t6110\t100\t0.243\t0.087\t0.870\t0.099\t0.623\t0.028\t-0.716\t0.078\t\n",
"OGLE-LMC-RRLYR-30144\t0.615\t0.052\t0.719\t0.020\t1.686\t0.042\t6660\t100\t0.106\t0.088\t0.602\t0.099\t0.486\t0.029\t-0.649\t0.079\t\n",
"OGLE-LMC-RRLYR-30146\t0.616\t0.051\t0.762\t0.019\t1.721\t0.042\t6470\t100\t-0.032\t0.087\t0.511\t0.098\t0.533\t0.028\t-0.862\t0.079\t\n",
"OGLE-LMC-RRLYR-30153\t0.671\t0.052\t0.751\t0.020\t1.678\t0.042\t6380\t100\t0.089\t0.087\t0.643\t0.098\t0.551\t0.028\t-0.766\t0.080\t\n",
"OGLE-LMC-RRLYR-30158\t0.650\t0.051\t0.765\t0.019\t1.726\t0.042\t6470\t100\t-0.029\t0.087\t0.508\t0.099\t0.532\t0.028\t-0.854\t0.078\t\n",
"OGLE-LMC-RRLYR-30163\t0.655\t0.052\t0.773\t0.020\t1.793\t0.042\t6630\t100\t-0.143\t0.088\t0.341\t0.099\t0.485\t0.028\t-0.896\t0.080\t\n",
"OGLE-LMC-RRLYR-30175\t0.573\t0.052\t0.703\t0.020\t1.671\t0.042\t6730\t100\t0.148\t0.088\t0.632\t0.099\t0.469\t0.029\t-0.580\t0.080\t\n",
"OGLE-LMC-RRLYR-30194\t0.609\t0.054\t0.722\t0.020\t1.741\t0.043\t6840\t100\t0.049\t0.088\t0.488\t0.099\t0.434\t0.028\t-0.618\t0.080\t\n",
"OGLE-LMC-RRLYR-30205\t0.609\t0.050\t0.732\t0.019\t1.635\t0.042\t6400\t100\t0.194\t0.088\t0.726\t0.099\t0.533\t0.028\t-0.640\t0.077\t\n",
"OGLE-LMC-RRLYR-30209\t0.702\t0.050\t0.772\t0.019\t1.710\t0.044\t6380\t100\t0.022\t0.091\t0.55\t0.10\t0.536\t0.029\t-0.818\t0.078\t\n",
"OGLE-LMC-RRLYR-30211\t0.643\t0.052\t0.723\t0.020\t1.638\t0.042\t6440\t100\t0.182\t0.088\t0.729\t0.099\t0.538\t0.028\t-0.652\t0.079\t\n",
"OGLE-LMC-RRLYR-30213\t0.602\t0.053\t0.748\t0.020\t1.781\t0.043\t6780\t100\t-0.094\t0.088\t0.37\t0.10\t0.454\t0.029\t-0.795\t0.080\t\n",
"OGLE-LMC-RRLYR-30230\t0.689\t0.051\t0.725\t0.020\t1.585\t0.042\t6220\t100\t0.265\t0.088\t0.86\t0.10\t0.595\t0.029\t-0.668\t0.079\t\n",
"OGLE-LMC-RRLYR-30253\t0.609\t0.062\t0.711\t0.022\t1.692\t0.046\t6730\t110\t0.147\t0.096\t0.60\t0.11\t0.452\t0.030\t-0.565\t0.089\t\n",
"OGLE-LMC-RRLYR-30261\t0.607\t0.052\t0.738\t0.020\t1.538\t0.042\t6030\t100\t0.325\t0.088\t0.975\t0.099\t0.647\t0.028\t-0.670\t0.080\t\n",
"OGLE-LMC-RRLYR-30278\t0.610\t0.052\t0.743\t0.020\t1.575\t0.042\t6080\t100\t0.244\t0.087\t0.884\t0.099\t0.632\t0.029\t-0.734\t0.079\t\n",
"OGLE-LMC-RRLYR-30291\t0.634\t0.053\t0.758\t0.020\t1.731\t0.042\t6550\t100\t-0.029\t0.088\t0.497\t0.099\t0.516\t0.029\t-0.825\t0.082\t\n",
"OGLE-LMC-RRLYR-30297\t0.757\t0.053\t0.821\t0.020\t1.819\t0.042\t6400\t100\t-0.235\t0.089\t0.32\t0.10\t0.549\t0.029\t-1.087\t0.081\t\n",
"OGLE-LMC-RRLYR-30303\t0.704\t0.053\t0.752\t0.020\t1.655\t0.043\t6290\t100\t0.126\t0.089\t0.70\t0.10\t0.576\t0.028\t-0.772\t0.081\t\n",
"OGLE-LMC-RRLYR-30306\t0.565\t0.063\t0.697\t0.022\t1.646\t0.044\t6680\t110\t0.185\t0.091\t0.68\t0.10\t0.485\t0.030\t-0.567\t0.088\t\n",
"OGLE-LMC-RRLYR-30310\t0.702\t0.056\t0.736\t0.020\t1.699\t0.043\t6570\t110\t0.079\t0.089\t0.59\t0.10\t0.508\t0.029\t-0.709\t0.083\t\n",
"OGLE-LMC-RRLYR-30311\t0.745\t0.053\t0.756\t0.020\t1.681\t0.042\t6370\t100\t0.091\t0.087\t0.655\t0.098\t0.559\t0.028\t-0.777\t0.079\t\n",
"OGLE-LMC-RRLYR-30322\t0.649\t0.050\t0.723\t0.019\t1.667\t0.042\t6560\t100\t0.150\t0.087\t0.675\t0.098\t0.511\t0.028\t-0.645\t0.077\t\n",
"OGLE-LMC-RRLYR-30349\t0.640\t0.052\t0.757\t0.020\t1.577\t0.042\t6030\t100\t0.243\t0.088\t0.890\t0.099\t0.644\t0.028\t-0.747\t0.080\t\n",
"OGLE-LMC-RRLYR-30357\t0.700\t0.054\t0.814\t0.021\t1.787\t0.042\t6320\t100\t-0.195\t0.089\t0.371\t0.099\t0.563\t0.029\t-1.067\t0.084\t\n",
"OGLE-LMC-RRLYR-30364\t0.655\t0.053\t0.722\t0.020\t1.680\t0.042\t6620\t100\t0.125\t0.088\t0.634\t0.099\t0.498\t0.028\t-0.648\t0.079\t\n",
"OGLE-LMC-RRLYR-30368\t0.596\t0.051\t0.751\t0.019\t1.735\t0.042\t6620\t100\t-0.039\t0.087\t0.468\t0.098\t0.499\t0.029\t-0.815\t0.080\t\n",
"OGLE-LMC-RRLYR-30372\t0.514\t0.057\t0.678\t0.021\t1.628\t0.044\t6760\t110\t0.231\t0.090\t0.71\t0.10\t0.464\t0.030\t-0.487\t0.083\t\n",
"OGLE-LMC-RRLYR-30383\t0.602\t0.053\t0.702\t0.020\t1.682\t0.043\t6780\t100\t0.141\t0.088\t0.60\t0.10\t0.457\t0.028\t-0.566\t0.079\t\n",
"OGLE-LMC-RRLYR-30389\t0.627\t0.059\t0.744\t0.022\t1.685\t0.043\t6470\t110\t0.061\t0.091\t0.60\t0.10\t0.529\t0.030\t-0.757\t0.088\t\n",
"OGLE-LMC-RRLYR-30394\t0.643\t0.061\t0.728\t0.023\t1.742\t0.043\t6800\t110\t0.016\t0.092\t0.48\t0.10\t0.454\t0.031\t-0.686\t0.091\t\n",
"OGLE-LMC-RRLYR-30412\t0.681\t0.077\t0.756\t0.029\t1.749\t0.051\t6620\t120\t0.02\t0.10\t0.49\t0.11\t0.481\t0.032\t-0.72\t0.10\t\n",
"OGLE-LMC-RRLYR-30429\t0.676\t0.054\t0.784\t0.021\t1.677\t0.044\t6120\t100\t0.036\t0.092\t0.64\t0.10\t0.612\t0.029\t-0.932\t0.083\t\n",
"OGLE-LMC-RRLYR-30432\t0.662\t0.062\t0.716\t0.022\t1.674\t0.045\t6640\t110\t0.177\t0.092\t0.65\t0.10\t0.486\t0.030\t-0.581\t0.087\t\n",
"OGLE-LMC-RRLYR-30475\t0.717\t0.049\t0.755\t0.019\t1.567\t0.042\t6010\t100\t0.294\t0.087\t0.935\t0.099\t0.649\t0.028\t-0.705\t0.077\t\n",
"OGLE-LMC-RRLYR-30482\t0.548\t0.052\t0.733\t0.020\t1.717\t0.042\t6680\t100\t0.010\t0.088\t0.502\t0.099\t0.484\t0.029\t-0.738\t0.080\t\n",
"OGLE-LMC-RRLYR-30494\t0.603\t0.054\t0.734\t0.020\t1.724\t0.042\t6690\t110\t0.014\t0.089\t0.501\t0.099\t0.480\t0.030\t-0.730\t0.083\t\n",
"OGLE-LMC-RRLYR-30509\t0.591\t0.059\t0.720\t0.022\t1.627\t0.044\t6420\t100\t0.189\t0.091\t0.73\t0.10\t0.542\t0.029\t-0.649\t0.084\t\n",
"OGLE-LMC-RRLYR-30547\t0.627\t0.060\t0.721\t0.022\t1.667\t0.043\t6560\t110\t0.150\t0.090\t0.65\t0.10\t0.505\t0.030\t-0.635\t0.085\t\n",
"OGLE-LMC-RRLYR-30552\t0.605\t0.051\t0.715\t0.019\t1.716\t0.042\t6800\t100\t0.074\t0.087\t0.532\t0.098\t0.451\t0.028\t-0.622\t0.078\t\n",
"OGLE-LMC-RRLYR-30626\t0.613\t0.060\t0.703\t0.022\t1.646\t0.044\t6620\t110\t0.210\t0.090\t0.69\t0.10\t0.490\t0.030\t-0.556\t0.085\t\n",
"OGLE-LMC-RRLYR-30632\t0.693\t0.066\t0.750\t0.024\t1.683\t0.045\t6420\t110\t0.104\t0.094\t0.64\t0.10\t0.538\t0.031\t-0.729\t0.093\t\n",
"OGLE-LMC-RRLYR-30635\t0.668\t0.064\t0.746\t0.023\t1.708\t0.044\t6550\t110\t0.076\t0.092\t0.57\t0.10\t0.505\t0.031\t-0.708\t0.091\t\n",
"OGLE-LMC-RRLYR-30642\t0.771\t0.064\t0.780\t0.023\t1.682\t0.045\t6180\t110\t0.053\t0.093\t0.63\t0.10\t0.595\t0.030\t-0.874\t0.090\t\n",
"OGLE-LMC-RRLYR-30649\t0.620\t0.061\t0.713\t0.022\t1.613\t0.044\t6410\t110\t0.230\t0.092\t0.76\t0.10\t0.540\t0.031\t-0.608\t0.089\t\n",
"OGLE-LMC-RRLYR-30651\t0.654\t0.058\t0.735\t0.021\t1.650\t0.043\t6380\t110\t0.134\t0.090\t0.70\t0.10\t0.552\t0.029\t-0.715\t0.084\t\n",
"OGLE-LMC-RRLYR-30702\t0.710\t0.055\t0.745\t0.020\t1.667\t0.043\t6380\t110\t0.118\t0.089\t0.66\t0.10\t0.553\t0.029\t-0.741\t0.082\t\n",
"OGLE-LMC-RRLYR-30708\t0.611\t0.057\t0.728\t0.021\t1.682\t0.043\t6580\t110\t0.090\t0.091\t0.60\t0.10\t0.506\t0.030\t-0.693\t0.086\t\n",
"OGLE-LMC-RRLYR-30716\t0.597\t0.060\t0.728\t0.022\t1.739\t0.043\t6790\t110\t0.005\t0.090\t0.46\t0.10\t0.456\t0.031\t-0.699\t0.088\t\n",
"OGLE-LMC-RRLYR-30717\t0.641\t0.060\t0.719\t0.021\t1.661\t0.044\t6560\t110\t0.167\t0.092\t0.67\t0.10\t0.507\t0.029\t-0.620\t0.085\t\n",
"OGLE-LMC-RRLYR-30729\t0.655\t0.063\t0.780\t0.024\t1.863\t0.045\t6830\t110\t-0.258\t0.095\t0.16\t0.10\t0.435\t0.031\t-0.933\t0.094\t\n",
"OGLE-LMC-RRLYR-30866\t0.689\t0.060\t0.748\t0.022\t1.667\t0.044\t6390\t130\t0.141\t0.090\t0.67\t0.10\t0.546\t0.034\t-0.703\t0.087\t\n",
"OGLE-LMC-RRLYR-30868\t0.634\t0.064\t0.770\t0.024\t1.763\t0.046\t6530\t110\t-0.109\t0.097\t0.39\t0.10\t0.511\t0.030\t-0.905\t0.096\t\n",
"OGLE-LMC-RRLYR-30934\t0.623\t0.054\t0.697\t0.020\t1.595\t0.043\t6480\t110\t0.301\t0.089\t0.84\t0.10\t0.532\t0.030\t-0.528\t0.081\t\n",
"OGLE-LMC-RRLYR-30937\t0.590\t0.051\t0.728\t0.019\t1.534\t0.042\t6080\t100\t0.345\t0.088\t0.982\t0.099\t0.635\t0.028\t-0.632\t0.079\t\n",
"OGLE-LMC-RRLYR-30939\t0.613\t0.050\t0.747\t0.019\t1.734\t0.042\t6640\t100\t-0.017\t0.087\t0.483\t0.098\t0.492\t0.028\t-0.778\t0.077\t\n",
"OGLE-LMC-RRLYR-30951\t0.638\t0.054\t0.730\t0.020\t1.718\t0.043\t6690\t100\t0.063\t0.091\t0.52\t0.10\t0.455\t0.029\t-0.652\t0.081\t\n",
"OGLE-LMC-RRLYR-30953\t0.652\t0.061\t0.730\t0.022\t1.701\t0.044\t6620\t110\t0.075\t0.091\t0.57\t0.10\t0.493\t0.030\t-0.690\t0.086\t\n",
"OGLE-LMC-RRLYR-30983\t0.542\t0.051\t0.678\t0.019\t1.568\t0.042\t6510\t100\t0.309\t0.088\t0.855\t0.099\t0.523\t0.029\t-0.505\t0.079\t\n",
"OGLE-LMC-RRLYR-30992\t0.737\t0.060\t0.751\t0.022\t1.715\t0.044\t6520\t110\t0.056\t0.091\t0.58\t0.10\t0.519\t0.031\t-0.751\t0.086\t\n",
"OGLE-LMC-RRLYR-31029\t0.606\t0.059\t0.728\t0.023\t1.683\t0.045\t6580\t110\t0.128\t0.092\t0.62\t0.10\t0.496\t0.030\t-0.640\t0.087\t\n",
"OGLE-LMC-RRLYR-31034\t0.583\t0.053\t0.707\t0.020\t1.697\t0.043\t6780\t100\t0.108\t0.089\t0.56\t0.10\t0.455\t0.029\t-0.600\t0.081\t\n",
"OGLE-LMC-RRLYR-31039\t0.608\t0.057\t0.762\t0.021\t1.752\t0.043\t6590\t110\t-0.083\t0.090\t0.43\t0.10\t0.506\t0.030\t-0.866\t0.086\t\n",
"OGLE-LMC-RRLYR-31046\t0.713\t0.052\t0.750\t0.019\t1.714\t0.042\t6530\t100\t0.041\t0.087\t0.565\t0.099\t0.517\t0.028\t-0.758\t0.078\t\n",
"OGLE-LMC-RRLYR-31052\t0.634\t0.061\t0.724\t0.022\t1.591\t0.044\t6270\t110\t0.254\t0.092\t0.83\t0.10\t0.581\t0.030\t-0.647\t0.089\t\n",
"OGLE-LMC-RRLYR-31069\t0.615\t0.058\t0.729\t0.022\t1.641\t0.044\t6410\t110\t0.188\t0.091\t0.71\t0.10\t0.534\t0.029\t-0.647\t0.085\t\n",
"OGLE-LMC-RRLYR-31082\t0.729\t0.071\t0.758\t0.024\t1.712\t0.046\t6440\t110\t0.026\t0.097\t0.56\t0.10\t0.536\t0.031\t-0.800\t0.097\t\n",
"OGLE-LMC-RRLYR-31087\t0.747\t0.051\t0.788\t0.019\t1.699\t0.042\t6210\t100\t0.004\t0.087\t0.612\t0.098\t0.598\t0.028\t-0.927\t0.078\t\n",
"OGLE-LMC-RRLYR-31123\t0.732\t0.052\t0.784\t0.020\t1.709\t0.042\t6250\t100\t0.001\t0.088\t0.581\t0.099\t0.580\t0.029\t-0.902\t0.080\t\n",
"OGLE-LMC-RRLYR-31125\t0.565\t0.057\t0.703\t0.021\t1.703\t0.043\t6850\t110\t0.115\t0.089\t0.56\t0.10\t0.436\t0.030\t-0.557\t0.082\t\n",
"OGLE-LMC-RRLYR-31154\t0.709\t0.061\t0.791\t0.021\t1.743\t0.045\t6330\t100\t-0.080\t0.093\t0.48\t0.10\t0.564\t0.029\t-0.951\t0.086\t\n",
"OGLE-LMC-RRLYR-31158\t0.628\t0.055\t0.740\t0.021\t1.611\t0.043\t6220\t100\t0.191\t0.089\t0.78\t0.10\t0.587\t0.029\t-0.724\t0.081\t\n",
"OGLE-LMC-RRLYR-31164\t0.690\t0.066\t0.803\t0.027\t1.802\t0.047\t6460\t120\t-0.174\t0.097\t0.34\t0.11\t0.525\t0.032\t-0.98\t0.10\t\n",
"OGLE-LMC-RRLYR-31188\t0.622\t0.062\t0.713\t0.023\t1.621\t0.043\t6450\t120\t0.224\t0.090\t0.76\t0.10\t0.535\t0.032\t-0.607\t0.089\t\n",
"OGLE-LMC-RRLYR-31226\t0.646\t0.062\t0.766\t0.025\t1.740\t0.046\t6480\t110\t-0.048\t0.096\t0.47\t0.10\t0.522\t0.030\t-0.865\t0.094\t\n",
"OGLE-LMC-RRLYR-31233\t0.665\t0.056\t0.742\t0.021\t1.689\t0.043\t6500\t110\t0.122\t0.091\t0.63\t0.10\t0.516\t0.030\t-0.683\t0.083\t\n",
"OGLE-LMC-RRLYR-31272\t0.570\t0.060\t0.701\t0.023\t1.609\t0.046\t6490\t110\t0.257\t0.093\t0.77\t0.11\t0.519\t0.030\t-0.551\t0.086\t\n",
"OGLE-LMC-RRLYR-31274\t0.585\t0.050\t0.749\t0.019\t1.772\t0.042\t6750\t100\t-0.086\t0.087\t0.376\t0.098\t0.459\t0.028\t-0.800\t0.078\t\n",
"OGLE-LMC-RRLYR-31281\t0.685\t0.049\t0.749\t0.019\t1.651\t0.042\t6320\t100\t0.183\t0.087\t0.728\t0.099\t0.551\t0.028\t-0.680\t0.077\t\n",
"OGLE-LMC-RRLYR-31332\t0.648\t0.054\t0.831\t0.021\t1.743\t0.045\t6030\t100\t-0.157\t0.095\t0.48\t0.11\t0.635\t0.030\t-1.142\t0.087\t\n",
"OGLE-LMC-RRLYR-31336\t0.654\t0.052\t0.763\t0.020\t1.758\t0.042\t6580\t100\t-0.052\t0.088\t0.438\t0.099\t0.495\t0.028\t-0.823\t0.079\t\n",
"OGLE-LMC-RRLYR-31351\t0.590\t0.050\t0.759\t0.019\t1.772\t0.041\t6690\t100\t-0.098\t0.087\t0.386\t0.098\t0.480\t0.028\t-0.843\t0.077\t\n",
"OGLE-LMC-RRLYR-31355\t0.629\t0.065\t0.748\t0.023\t1.642\t0.046\t6280\t110\t0.117\t0.098\t0.68\t0.11\t0.574\t0.030\t-0.764\t0.095\t\n",
"OGLE-LMC-RRLYR-31393\t0.638\t0.052\t0.699\t0.020\t1.595\t0.043\t6480\t100\t0.349\t0.089\t0.85\t0.10\t0.514\t0.029\t-0.460\t0.079\t\n",
"OGLE-LMC-RRLYR-31419\t0.545\t0.062\t0.710\t0.023\t1.628\t0.047\t6490\t110\t0.184\t0.096\t0.71\t0.11\t0.526\t0.030\t-0.641\t0.090\t\n",
"OGLE-LMC-RRLYR-31434\t0.652\t0.050\t0.739\t0.019\t1.601\t0.042\t6220\t100\t0.218\t0.087\t0.825\t0.099\t0.600\t0.028\t-0.697\t0.078\t\n",
"OGLE-LMC-RRLYR-31444\t0.576\t0.068\t0.713\t0.025\t1.699\t0.047\t6730\t110\t0.110\t0.096\t0.57\t0.11\t0.460\t0.030\t-0.604\t0.093\t\n",
"OGLE-LMC-RRLYR-31474\t0.641\t0.056\t0.748\t0.021\t1.722\t0.043\t6570\t110\t-0.002\t0.089\t0.50\t0.10\t0.506\t0.030\t-0.786\t0.084\t\n",
"OGLE-LMC-RRLYR-31479\t0.725\t0.054\t0.747\t0.020\t1.688\t0.043\t6450\t100\t0.086\t0.088\t0.62\t0.10\t0.539\t0.028\t-0.751\t0.080\t\n",
"OGLE-LMC-RRLYR-31488\t0.681\t0.057\t0.789\t0.021\t1.794\t0.043\t6530\t110\t-0.168\t0.090\t0.34\t0.10\t0.513\t0.030\t-0.966\t0.085\t\n",
"OGLE-LMC-RRLYR-31497\t0.639\t0.052\t0.743\t0.021\t1.601\t0.043\t6170\t100\t0.203\t0.090\t0.80\t0.10\t0.600\t0.029\t-0.736\t0.080\t\n",
"OGLE-LMC-RRLYR-31500\t0.648\t0.055\t0.779\t0.021\t1.726\t0.044\t6350\t110\t-0.072\t0.091\t0.49\t0.10\t0.560\t0.031\t-0.931\t0.085\t\n",
"OGLE-LMC-RRLYR-31522\t0.541\t0.058\t0.679\t0.022\t1.579\t0.044\t6550\t110\t0.310\t0.092\t0.84\t0.10\t0.516\t0.030\t-0.498\t0.088\t\n",
"OGLE-LMC-RRLYR-31545\t0.663\t0.074\t0.728\t0.025\t1.645\t0.046\t6420\t110\t0.176\t0.095\t0.71\t0.10\t0.541\t0.031\t-0.659\t0.096\t\n",
"OGLE-LMC-RRLYR-31582\t0.694\t0.062\t0.744\t0.022\t1.668\t0.045\t6400\t110\t0.115\t0.092\t0.66\t0.10\t0.547\t0.030\t-0.733\t0.088\t\n",
"OGLE-LMC-RRLYR-31597\t0.635\t0.052\t0.767\t0.020\t1.800\t0.042\t6710\t100\t-0.147\t0.088\t0.331\t0.099\t0.471\t0.029\t-0.876\t0.080\t\n",
"OGLE-LMC-RRLYR-31598\t0.635\t0.066\t0.714\t0.024\t1.696\t0.047\t6740\t110\t0.155\t0.096\t0.61\t0.11\t0.462\t0.029\t-0.564\t0.092\t\n",
"OGLE-LMC-RRLYR-31619\t0.617\t0.051\t0.722\t0.019\t1.671\t0.042\t6580\t100\t0.114\t0.087\t0.634\t0.098\t0.508\t0.028\t-0.671\t0.078\t\n",
"OGLE-LMC-RRLYR-31621\t0.576\t0.052\t0.711\t0.020\t1.670\t0.042\t6680\t100\t0.151\t0.088\t0.643\t0.099\t0.479\t0.028\t-0.594\t0.079\t\n",
"OGLE-LMC-RRLYR-31622\t0.546\t0.050\t0.663\t0.019\t1.600\t0.042\t6770\t100\t0.270\t0.087\t0.74\t0.10\t0.455\t0.029\t-0.427\t0.077\t\n",
"OGLE-LMC-RRLYR-31660\t0.683\t0.071\t0.737\t0.025\t1.643\t0.047\t6370\t110\t0.199\t0.095\t0.74\t0.10\t0.551\t0.031\t-0.664\t0.095\t\n",
"OGLE-LMC-RRLYR-31661\t0.703\t0.051\t0.747\t0.019\t1.682\t0.042\t6430\t100\t0.085\t0.087\t0.642\t0.099\t0.545\t0.028\t-0.759\t0.078\t\n",
"OGLE-LMC-RRLYR-31701\t0.556\t0.052\t0.735\t0.019\t1.755\t0.042\t6800\t100\t-0.034\t0.087\t0.421\t0.098\t0.454\t0.028\t-0.740\t0.079\t\n",
"OGLE-LMC-RRLYR-31718\t0.656\t0.052\t0.734\t0.019\t1.607\t0.042\t6250\t100\t0.232\t0.087\t0.815\t0.099\t0.581\t0.029\t-0.668\t0.079\t\n",
"OGLE-LMC-RRLYR-31724\t0.609\t0.057\t0.717\t0.021\t1.685\t0.043\t6680\t110\t0.130\t0.090\t0.61\t0.10\t0.477\t0.030\t-0.612\t0.084\t\n",
"OGLE-LMC-RRLYR-31761\t0.573\t0.054\t0.744\t0.021\t1.585\t0.042\t6120\t110\t0.219\t0.088\t0.852\t0.099\t0.626\t0.031\t-0.735\t0.083\t\n",
"OGLE-LMC-RRLYR-31797\t0.617\t0.064\t0.697\t0.024\t1.592\t0.047\t6450\t120\t0.286\t0.096\t0.83\t0.11\t0.537\t0.032\t-0.556\t0.093\t\n",
"OGLE-LMC-RRLYR-31801\t0.640\t0.060\t0.775\t0.022\t1.823\t0.044\t6740\t110\t-0.194\t0.092\t0.27\t0.10\t0.465\t0.030\t-0.914\t0.089\t\n",
"OGLE-LMC-RRLYR-31814\t0.738\t0.054\t0.785\t0.020\t1.781\t0.042\t6510\t110\t-0.121\t0.088\t0.416\t0.099\t0.525\t0.030\t-0.937\t0.082\t\n",
"OGLE-LMC-RRLYR-31820\t0.692\t0.056\t0.773\t0.021\t1.654\t0.043\t6150\t110\t0.089\t0.089\t0.70\t0.10\t0.609\t0.030\t-0.853\t0.083\t\n",
"OGLE-LMC-RRLYR-31825\t0.566\t0.051\t0.710\t0.020\t1.614\t0.042\t6460\t100\t0.230\t0.088\t0.766\t0.099\t0.532\t0.028\t-0.596\t0.078\t\n",
"OGLE-LMC-RRLYR-31832\t0.610\t0.063\t0.727\t0.023\t1.664\t0.045\t6520\t110\t0.125\t0.091\t0.65\t0.10\t0.519\t0.030\t-0.677\t0.087\t\n",
"OGLE-LMC-RRLYR-31878\t0.648\t0.065\t0.786\t0.025\t1.842\t0.045\t6720\t120\t-0.248\t0.095\t0.22\t0.10\t0.467\t0.032\t-0.968\t0.098\t\n",
"OGLE-LMC-RRLYR-31890\t0.695\t0.063\t0.746\t0.022\t1.724\t0.045\t6600\t110\t0.047\t0.091\t0.55\t0.10\t0.498\t0.030\t-0.726\t0.086\t\n",
"OGLE-LMC-RRLYR-31904\t0.670\t0.059\t0.733\t0.022\t1.641\t0.043\t6390\t110\t0.182\t0.091\t0.73\t0.10\t0.551\t0.030\t-0.663\t0.085\t\n",
"OGLE-LMC-RRLYR-31938\t0.677\t0.052\t0.752\t0.020\t1.663\t0.042\t6330\t100\t0.126\t0.087\t0.678\t0.099\t0.560\t0.028\t-0.748\t0.079\t\n",
"OGLE-LMC-RRLYR-31953\t0.667\t0.067\t0.734\t0.023\t1.650\t0.044\t6400\t110\t0.128\t0.092\t0.69\t0.10\t0.547\t0.030\t-0.711\t0.089\t\n",
"OGLE-LMC-RRLYR-31955\t0.726\t0.051\t0.775\t0.020\t1.734\t0.042\t6410\t100\t0.000\t0.087\t0.522\t0.099\t0.533\t0.028\t-0.832\t0.078\t\n",
"OGLE-LMC-RRLYR-31969\t0.632\t0.058\t0.757\t0.021\t1.771\t0.043\t6690\t110\t-0.074\t0.089\t0.41\t0.10\t0.475\t0.030\t-0.810\t0.084\t\n",
"OGLE-LMC-RRLYR-31987\t0.631\t0.055\t0.716\t0.021\t1.609\t0.043\t6400\t110\t0.236\t0.089\t0.80\t0.10\t0.553\t0.029\t-0.622\t0.081\t\n",
"OGLE-LMC-RRLYR-32034\t0.573\t0.050\t0.692\t0.019\t1.606\t0.042\t6580\t100\t0.254\t0.088\t0.75\t0.10\t0.493\t0.029\t-0.514\t0.078\t\n",
"OGLE-LMC-RRLYR-32056\t0.683\t0.051\t0.759\t0.019\t1.599\t0.042\t6070\t100\t0.207\t0.087\t0.844\t0.099\t0.634\t0.028\t-0.767\t0.078\t\n",
"OGLE-LMC-RRLYR-32059\t0.636\t0.055\t0.757\t0.022\t1.596\t0.045\t6060\t100\t0.204\t0.093\t0.84\t0.10\t0.644\t0.030\t-0.789\t0.084\t\n",
"OGLE-LMC-RRLYR-32061\t0.669\t0.051\t0.761\t0.019\t1.641\t0.042\t6220\t100\t0.151\t0.088\t0.73\t0.10\t0.591\t0.028\t-0.761\t0.078\t\n",
"OGLE-LMC-RRLYR-32074\t0.583\t0.051\t0.693\t0.020\t1.536\t0.043\t6320\t100\t0.365\t0.089\t0.95\t0.10\t0.572\t0.028\t-0.513\t0.079\t\n",
"OGLE-LMC-RRLYR-32097\t0.564\t0.068\t0.732\t0.026\t1.753\t0.046\t6790\t120\t-0.030\t0.096\t0.42\t0.10\t0.452\t0.033\t-0.73\t0.10\t\n",
"OGLE-LMC-RRLYR-32123\t0.687\t0.058\t0.752\t0.021\t1.732\t0.044\t6580\t110\t0.008\t0.090\t0.52\t0.10\t0.504\t0.029\t-0.775\t0.083\t\n",
"OGLE-LMC-RRLYR-32154\t0.555\t0.050\t0.712\t0.019\t1.659\t0.042\t6600\t100\t0.128\t0.087\t0.643\t0.098\t0.501\t0.028\t-0.645\t0.077\t\n",
"OGLE-LMC-RRLYR-32165\t0.725\t0.058\t0.804\t0.022\t1.767\t0.045\t6310\t110\t-0.140\t0.093\t0.41\t0.10\t0.559\t0.030\t-1.009\t0.088\t\n",
"OGLE-LMC-RRLYR-32186\t0.743\t0.050\t0.768\t0.019\t1.685\t0.042\t6280\t100\t0.097\t0.087\t0.645\t0.099\t0.562\t0.028\t-0.785\t0.078\t\n",
"OGLE-LMC-RRLYR-32205\t0.641\t0.050\t0.774\t0.019\t1.676\t0.042\t6210\t100\t0.018\t0.087\t0.627\t0.099\t0.596\t0.028\t-0.891\t0.078\t\n",
"OGLE-LMC-RRLYR-32213\t0.620\t0.053\t0.804\t0.021\t1.759\t0.043\t6280\t100\t-0.145\t0.090\t0.42\t0.10\t0.573\t0.029\t-1.038\t0.083\t\n",
"OGLE-LMC-RRLYR-32224\t0.609\t0.051\t0.757\t0.019\t1.635\t0.043\t6220\t100\t0.141\t0.088\t0.72\t0.10\t0.588\t0.028\t-0.773\t0.078\t\n",
"OGLE-LMC-RRLYR-32226\t0.635\t0.059\t0.730\t0.023\t1.605\t0.045\t6290\t110\t0.225\t0.093\t0.80\t0.10\t0.580\t0.031\t-0.664\t0.089\t\n",
"OGLE-LMC-RRLYR-32240\t0.655\t0.057\t0.762\t0.022\t1.661\t0.044\t6250\t110\t0.077\t0.092\t0.66\t0.10\t0.583\t0.030\t-0.829\t0.089\t\n",
"OGLE-LMC-RRLYR-32262\t0.612\t0.052\t0.745\t0.020\t1.750\t0.042\t6720\t100\t-0.024\t0.087\t0.461\t0.098\t0.478\t0.029\t-0.763\t0.080\t\n",
"OGLE-LMC-RRLYR-32277\t0.668\t0.053\t0.823\t0.020\t1.721\t0.042\t6040\t100\t-0.090\t0.088\t0.550\t0.099\t0.635\t0.029\t-1.064\t0.080\t\n",
"OGLE-LMC-RRLYR-32280\t0.598\t0.059\t0.713\t0.022\t1.646\t0.044\t6540\t110\t0.172\t0.091\t0.70\t0.10\t0.514\t0.030\t-0.622\t0.086\t\n",
"OGLE-LMC-RRLYR-32287\t0.643\t0.060\t0.748\t0.022\t1.750\t0.043\t6670\t120\t-0.039\t0.091\t0.45\t0.10\t0.481\t0.032\t-0.789\t0.090\t\n",
"OGLE-LMC-RRLYR-32297\t0.612\t0.053\t0.688\t0.020\t1.580\t0.043\t6490\t100\t0.395\t0.089\t0.89\t0.10\t0.515\t0.029\t-0.423\t0.081\t\n",
"OGLE-LMC-RRLYR-32307\t0.639\t0.052\t0.720\t0.020\t1.634\t0.043\t6460\t100\t0.230\t0.090\t0.75\t0.10\t0.519\t0.029\t-0.581\t0.080\t\n",
"OGLE-LMC-RRLYR-32312\t0.734\t0.060\t0.786\t0.022\t1.758\t0.043\t6390\t110\t-0.088\t0.090\t0.45\t0.10\t0.545\t0.030\t-0.939\t0.086\t\n",
"OGLE-LMC-RRLYR-32320\t0.721\t0.059\t0.765\t0.022\t1.674\t0.043\t6260\t110\t0.086\t0.090\t0.66\t0.10\t0.579\t0.030\t-0.819\t0.087\t\n",
"OGLE-LMC-RRLYR-32341\t0.677\t0.063\t0.766\t0.025\t1.733\t0.047\t6470\t110\t0.026\t0.096\t0.53\t0.11\t0.514\t0.030\t-0.777\t0.090\t\n",
"OGLE-LMC-RRLYR-32347\t0.708\t0.051\t0.792\t0.019\t1.778\t0.042\t6440\t100\t-0.140\t0.087\t0.404\t0.099\t0.536\t0.028\t-0.970\t0.079\t\n",
"OGLE-LMC-RRLYR-32350\t0.691\t0.050\t0.761\t0.019\t1.696\t0.042\t6390\t100\t0.090\t0.087\t0.610\t0.099\t0.535\t0.028\t-0.749\t0.077\t\n",
"OGLE-LMC-RRLYR-32360\t0.580\t0.056\t0.727\t0.021\t1.696\t0.043\t6640\t120\t0.073\t0.090\t0.57\t0.10\t0.485\t0.033\t-0.685\t0.083\t\n",
"OGLE-LMC-RRLYR-32386\t0.661\t0.051\t0.738\t0.019\t1.667\t0.042\t6440\t100\t0.126\t0.087\t0.671\t0.099\t0.537\t0.028\t-0.707\t0.077\t\n",
"OGLE-LMC-RRLYR-32397\t0.590\t0.052\t0.732\t0.019\t1.755\t0.042\t6840\t100\t0.008\t0.087\t0.461\t0.099\t0.445\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-32398\t0.657\t0.055\t0.720\t0.020\t1.681\t0.043\t6640\t100\t0.123\t0.089\t0.62\t0.10\t0.494\t0.029\t-0.642\t0.082\t\n",
"OGLE-LMC-RRLYR-32404\t0.705\t0.052\t0.749\t0.019\t1.771\t0.042\t6740\t100\t-0.040\t0.087\t0.428\t0.099\t0.464\t0.028\t-0.767\t0.078\t\n",
"OGLE-LMC-RRLYR-32413\t0.671\t0.055\t0.754\t0.021\t1.676\t0.043\t6350\t110\t0.107\t0.089\t0.64\t0.10\t0.547\t0.029\t-0.747\t0.082\t\n",
"OGLE-LMC-RRLYR-32419\t0.691\t0.050\t0.743\t0.019\t1.630\t0.042\t6270\t100\t0.201\t0.087\t0.758\t0.099\t0.569\t0.028\t-0.684\t0.078\t\n",
"OGLE-LMC-RRLYR-32423\t0.713\t0.052\t0.774\t0.019\t1.733\t0.042\t6440\t100\t-0.045\t0.087\t0.507\t0.098\t0.545\t0.029\t-0.891\t0.079\t\n",
"OGLE-LMC-RRLYR-32431\t0.701\t0.059\t0.786\t0.023\t1.797\t0.045\t6560\t110\t-0.101\t0.092\t0.38\t0.10\t0.494\t0.031\t-0.875\t0.088\t\n",
"OGLE-LMC-RRLYR-32445\t0.652\t0.050\t0.745\t0.019\t1.729\t0.042\t6610\t100\t0.023\t0.087\t0.527\t0.098\t0.495\t0.028\t-0.744\t0.078\t\n",
"OGLE-LMC-RRLYR-32454\t0.612\t0.058\t0.701\t0.022\t1.583\t0.044\t6410\t110\t0.319\t0.092\t0.86\t0.10\t0.545\t0.030\t-0.531\t0.087\t\n",
"OGLE-LMC-RRLYR-32455\t0.562\t0.058\t0.701\t0.021\t1.703\t0.043\t6860\t110\t0.105\t0.091\t0.55\t0.10\t0.436\t0.030\t-0.570\t0.087\t\n",
"OGLE-LMC-RRLYR-32458\t0.705\t0.051\t0.815\t0.019\t1.640\t0.042\t5820\t100\t0.087\t0.087\t0.781\t0.099\t0.695\t0.028\t-0.984\t0.079\t\n",
"OGLE-LMC-RRLYR-32465\t0.649\t0.058\t0.780\t0.022\t1.820\t0.043\t6680\t110\t-0.174\t0.090\t0.29\t0.10\t0.471\t0.030\t-0.903\t0.084\t\n",
"OGLE-LMC-RRLYR-32476\t0.620\t0.050\t0.712\t0.019\t1.545\t0.042\t6200\t100\t0.363\t0.088\t0.95\t0.10\t0.591\t0.029\t-0.553\t0.078\t\n",
"OGLE-LMC-RRLYR-32483\t0.671\t0.050\t0.735\t0.019\t1.614\t0.042\t6260\t100\t0.208\t0.087\t0.793\t0.099\t0.582\t0.028\t-0.694\t0.078\t\n",
"OGLE-LMC-RRLYR-32484\t0.679\t0.051\t0.739\t0.019\t1.646\t0.042\t6340\t100\t0.159\t0.087\t0.726\t0.098\t0.561\t0.028\t-0.704\t0.078\t\n",
"OGLE-LMC-RRLYR-32489\t0.560\t0.050\t0.751\t0.019\t1.745\t0.042\t6660\t100\t-0.066\t0.087\t0.427\t0.098\t0.488\t0.028\t-0.829\t0.078\t\n",
"OGLE-LMC-RRLYR-32531\t0.720\t0.053\t0.747\t0.020\t1.699\t0.043\t6500\t100\t0.111\t0.089\t0.61\t0.10\t0.513\t0.029\t-0.689\t0.080\t\n",
"OGLE-LMC-RRLYR-32532\t0.596\t0.051\t0.708\t0.019\t1.631\t0.042\t6530\t100\t0.192\t0.087\t0.726\t0.099\t0.518\t0.028\t-0.606\t0.078\t\n",
"OGLE-LMC-RRLYR-32542\t0.729\t0.051\t0.760\t0.019\t1.679\t0.042\t6320\t100\t0.079\t0.088\t0.650\t0.099\t0.568\t0.028\t-0.806\t0.079\t\n",
"OGLE-LMC-RRLYR-32543\t0.655\t0.056\t0.783\t0.022\t1.731\t0.044\t6350\t110\t-0.033\t0.093\t0.50\t0.10\t0.548\t0.031\t-0.893\t0.089\t\n",
"OGLE-LMC-RRLYR-32548\t0.673\t0.051\t0.751\t0.020\t1.689\t0.042\t6430\t100\t0.101\t0.088\t0.615\t0.099\t0.528\t0.028\t-0.725\t0.079\t\n",
"OGLE-LMC-RRLYR-32555\t0.712\t0.050\t0.758\t0.019\t1.634\t0.042\t6194\t99\t0.201\t0.087\t0.782\t0.099\t0.591\t0.028\t-0.728\t0.077\t\n",
"OGLE-LMC-RRLYR-32567\t0.749\t0.051\t0.785\t0.019\t1.677\t0.042\t6150\t100\t0.041\t0.087\t0.646\t0.099\t0.610\t0.029\t-0.902\t0.078\t\n",
"OGLE-LMC-RRLYR-32592\t0.677\t0.051\t0.720\t0.019\t1.568\t0.042\t6200\t100\t0.295\t0.088\t0.89\t0.10\t0.598\t0.028\t-0.629\t0.078\t\n",
"OGLE-LMC-RRLYR-32597\t0.618\t0.061\t0.746\t0.022\t1.709\t0.044\t6550\t110\t0.024\t0.091\t0.54\t0.10\t0.508\t0.030\t-0.764\t0.088\t\n",
"OGLE-LMC-RRLYR-32602\t0.735\t0.051\t0.752\t0.019\t1.684\t0.042\t6400\t100\t0.106\t0.087\t0.660\t0.098\t0.548\t0.028\t-0.743\t0.078\t\n",
"OGLE-LMC-RRLYR-32614\t0.693\t0.053\t0.734\t0.020\t1.674\t0.042\t6490\t110\t0.140\t0.088\t0.66\t0.10\t0.523\t0.029\t-0.683\t0.080\t\n",
"OGLE-LMC-RRLYR-32615\t0.631\t0.052\t0.741\t0.020\t1.691\t0.042\t6510\t100\t0.073\t0.087\t0.596\t0.098\t0.517\t0.028\t-0.730\t0.079\t\n",
"OGLE-LMC-RRLYR-32622\t0.661\t0.051\t0.738\t0.019\t1.605\t0.042\t6200\t100\t0.184\t0.088\t0.806\t0.099\t0.605\t0.028\t-0.747\t0.078\t\n",
"OGLE-LMC-RRLYR-32628\t0.600\t0.066\t0.710\t0.023\t1.687\t0.045\t6730\t110\t0.123\t0.092\t0.61\t0.10\t0.468\t0.030\t-0.600\t0.088\t\n",
"OGLE-LMC-RRLYR-32634\t0.717\t0.057\t0.779\t0.021\t1.701\t0.043\t6270\t100\t0.007\t0.090\t0.59\t0.10\t0.583\t0.029\t-0.897\t0.084\t\n",
"OGLE-LMC-RRLYR-32643\t0.728\t0.053\t0.780\t0.020\t1.634\t0.043\t6020\t100\t0.131\t0.088\t0.77\t0.10\t0.642\t0.028\t-0.859\t0.079\t\n",
"OGLE-LMC-RRLYR-32653\t0.638\t0.050\t0.794\t0.019\t1.633\t0.042\t5920\t100\t0.075\t0.088\t0.766\t0.099\t0.680\t0.028\t-0.970\t0.078\t\n",
"OGLE-LMC-RRLYR-32659\t0.636\t0.051\t0.725\t0.019\t1.656\t0.042\t6500\t100\t0.176\t0.088\t0.703\t0.099\t0.520\t0.028\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-32665\t0.724\t0.055\t0.763\t0.021\t1.627\t0.044\t6090\t100\t0.159\t0.092\t0.78\t0.10\t0.622\t0.029\t-0.815\t0.084\t\n",
"OGLE-LMC-RRLYR-32667\t0.582\t0.053\t0.692\t0.020\t1.662\t0.043\t6780\t100\t0.206\t0.089\t0.64\t0.10\t0.449\t0.028\t-0.491\t0.080\t\n",
"OGLE-LMC-RRLYR-32673\t0.646\t0.050\t0.798\t0.019\t1.749\t0.042\t6300\t100\t-0.122\t0.087\t0.447\t0.099\t0.567\t0.028\t-0.991\t0.078\t\n",
"OGLE-LMC-RRLYR-32714\t0.600\t0.052\t0.720\t0.020\t1.652\t0.043\t6510\t100\t0.187\t0.088\t0.69\t0.10\t0.512\t0.028\t-0.614\t0.079\t\n",
"OGLE-LMC-RRLYR-32726\t0.653\t0.052\t0.750\t0.019\t1.650\t0.042\t6290\t100\t0.149\t0.087\t0.709\t0.099\t0.564\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-32732\t0.626\t0.050\t0.743\t0.019\t1.664\t0.042\t6410\t100\t0.134\t0.088\t0.65\t0.10\t0.535\t0.028\t-0.696\t0.078\t\n",
"OGLE-LMC-RRLYR-32738\t0.583\t0.052\t0.729\t0.020\t1.718\t0.042\t6700\t100\t0.049\t0.088\t0.521\t0.099\t0.468\t0.028\t-0.677\t0.079\t\n",
"OGLE-LMC-RRLYR-32745\t0.654\t0.052\t0.742\t0.019\t1.720\t0.042\t6620\t100\t0.029\t0.087\t0.536\t0.098\t0.496\t0.029\t-0.743\t0.079\t\n",
"OGLE-LMC-RRLYR-32753\t0.600\t0.059\t0.736\t0.021\t1.637\t0.044\t6350\t110\t0.145\t0.090\t0.71\t0.10\t0.558\t0.030\t-0.716\t0.085\t\n",
"OGLE-LMC-RRLYR-32756\t0.646\t0.051\t0.755\t0.020\t1.602\t0.042\t6110\t100\t0.204\t0.088\t0.820\t0.099\t0.619\t0.028\t-0.757\t0.079\t\n",
"OGLE-LMC-RRLYR-32760\t0.651\t0.051\t0.696\t0.020\t1.586\t0.043\t6460\t100\t0.331\t0.089\t0.85\t0.10\t0.524\t0.029\t-0.474\t0.079\t\n",
"OGLE-LMC-RRLYR-32779\t0.580\t0.051\t0.689\t0.019\t1.672\t0.042\t6840\t100\t0.144\t0.087\t0.584\t0.099\t0.431\t0.029\t-0.523\t0.078\t\n",
"OGLE-LMC-RRLYR-32790\t0.755\t0.051\t0.757\t0.019\t1.690\t0.042\t6400\t100\t0.086\t0.087\t0.643\t0.098\t0.553\t0.028\t-0.774\t0.078\t\n",
"OGLE-LMC-RRLYR-32799\t0.566\t0.052\t0.697\t0.020\t1.657\t0.042\t6720\t100\t0.173\t0.087\t0.658\t0.098\t0.473\t0.029\t-0.559\t0.079\t\n",
"OGLE-LMC-RRLYR-32816\t0.657\t0.057\t0.749\t0.022\t1.713\t0.044\t6540\t110\t0.072\t0.091\t0.57\t0.10\t0.505\t0.029\t-0.717\t0.085\t\n",
"OGLE-LMC-RRLYR-32820\t0.553\t0.062\t0.706\t0.024\t1.622\t0.046\t6510\t110\t0.221\t0.094\t0.74\t0.10\t0.518\t0.030\t-0.578\t0.091\t\n",
"OGLE-LMC-RRLYR-32832\t0.733\t0.050\t0.761\t0.019\t1.663\t0.042\t6240\t100\t0.102\t0.087\t0.688\t0.099\t0.586\t0.029\t-0.808\t0.078\t\n",
"OGLE-LMC-RRLYR-32842\t0.655\t0.060\t0.750\t0.022\t1.686\t0.044\t6440\t110\t0.070\t0.090\t0.62\t0.10\t0.536\t0.031\t-0.758\t0.086\t\n",
"OGLE-LMC-RRLYR-32849\t0.636\t0.052\t0.710\t0.019\t1.700\t0.042\t6770\t100\t0.115\t0.087\t0.586\t0.099\t0.458\t0.028\t-0.596\t0.078\t\n",
"OGLE-LMC-RRLYR-32858\t0.701\t0.058\t0.770\t0.021\t1.733\t0.043\t6460\t110\t-0.039\t0.090\t0.512\t0.099\t0.540\t0.031\t-0.876\t0.088\t\n",
"OGLE-LMC-RRLYR-32871\t0.693\t0.052\t0.753\t0.019\t1.716\t0.042\t6530\t100\t0.045\t0.088\t0.575\t0.099\t0.519\t0.028\t-0.759\t0.079\t\n",
"OGLE-LMC-RRLYR-32880\t0.653\t0.052\t0.742\t0.019\t1.668\t0.042\t6410\t100\t0.091\t0.087\t0.652\t0.099\t0.545\t0.028\t-0.748\t0.078\t\n",
"OGLE-LMC-RRLYR-32881\t0.615\t0.051\t0.747\t0.019\t1.747\t0.042\t6690\t100\t-0.037\t0.087\t0.456\t0.099\t0.481\t0.028\t-0.778\t0.078\t\n",
"OGLE-LMC-RRLYR-32882\t0.677\t0.050\t0.772\t0.020\t1.573\t0.042\t5920\t100\t0.242\t0.088\t0.916\t0.099\t0.674\t0.028\t-0.792\t0.079\t\n",
"OGLE-LMC-RRLYR-32886\t0.694\t0.059\t0.760\t0.021\t1.660\t0.043\t6240\t110\t0.081\t0.090\t0.67\t0.10\t0.591\t0.029\t-0.827\t0.084\t\n",
"OGLE-LMC-RRLYR-32893\t0.531\t0.053\t0.698\t0.020\t1.694\t0.043\t6840\t100\t0.101\t0.089\t0.55\t0.10\t0.443\t0.028\t-0.582\t0.080\t\n",
"OGLE-LMC-RRLYR-32895\t0.601\t0.052\t0.716\t0.020\t1.654\t0.042\t6560\t100\t0.166\t0.088\t0.683\t0.099\t0.507\t0.028\t-0.622\t0.079\t\n",
"OGLE-LMC-RRLYR-32904\t0.667\t0.052\t0.739\t0.020\t1.712\t0.042\t6610\t100\t0.045\t0.088\t0.54\t0.10\t0.498\t0.028\t-0.724\t0.079\t\n",
"OGLE-LMC-RRLYR-32911\t0.610\t0.051\t0.728\t0.020\t1.602\t0.043\t6290\t100\t0.219\t0.089\t0.80\t0.10\t0.575\t0.029\t-0.678\t0.079\t\n",
"OGLE-LMC-RRLYR-32920\t0.611\t0.053\t0.710\t0.020\t1.669\t0.043\t6680\t100\t0.178\t0.089\t0.65\t0.10\t0.469\t0.029\t-0.556\t0.081\t\n",
"OGLE-LMC-RRLYR-32921\t0.732\t0.051\t0.792\t0.019\t1.599\t0.042\t5850\t100\t0.180\t0.087\t0.867\t0.099\t0.690\t0.028\t-0.879\t0.078\t\n",
"OGLE-LMC-RRLYR-32936\t0.639\t0.051\t0.795\t0.019\t1.730\t0.042\t6260\t100\t-0.102\t0.088\t0.480\t0.099\t0.577\t0.028\t-0.994\t0.079\t\n",
"OGLE-LMC-RRLYR-32946\t0.719\t0.054\t0.822\t0.020\t1.837\t0.042\t6440\t100\t-0.281\t0.089\t0.250\t0.099\t0.532\t0.029\t-1.104\t0.083\t\n",
"OGLE-LMC-RRLYR-32952\t0.645\t0.062\t0.767\t0.024\t1.799\t0.046\t6680\t110\t-0.137\t0.094\t0.33\t0.10\t0.474\t0.029\t-0.875\t0.090\t\n",
"OGLE-LMC-RRLYR-32953\t0.691\t0.051\t0.789\t0.020\t1.787\t0.042\t6500\t100\t-0.151\t0.087\t0.370\t0.098\t0.520\t0.029\t-0.960\t0.080\t\n",
"OGLE-LMC-RRLYR-32955\t0.663\t0.052\t0.791\t0.020\t1.719\t0.042\t6240\t100\t-0.038\t0.087\t0.534\t0.098\t0.577\t0.029\t-0.932\t0.079\t\n",
"OGLE-LMC-RRLYR-32957\t0.649\t0.051\t0.774\t0.020\t1.745\t0.042\t6460\t100\t-0.074\t0.088\t0.449\t0.099\t0.527\t0.029\t-0.891\t0.080\t\n",
"OGLE-LMC-RRLYR-32971\t0.686\t0.050\t0.796\t0.020\t1.791\t0.042\t6470\t100\t-0.129\t0.088\t0.36\t0.10\t0.510\t0.029\t-0.927\t0.078\t\n",
"OGLE-LMC-RRLYR-32995\t0.727\t0.055\t0.751\t0.020\t1.661\t0.043\t6300\t110\t0.120\t0.090\t0.69\t0.10\t0.573\t0.029\t-0.771\t0.083\t\n",
"OGLE-LMC-RRLYR-32999\t0.681\t0.051\t0.742\t0.019\t1.624\t0.042\t6260\t100\t0.185\t0.087\t0.765\t0.099\t0.582\t0.029\t-0.711\t0.078\t\n",
"OGLE-LMC-RRLYR-33000\t0.695\t0.050\t0.789\t0.019\t1.684\t0.044\t6180\t100\t0.034\t0.092\t0.64\t0.11\t0.602\t0.029\t-0.892\t0.079\t\n",
"OGLE-LMC-RRLYR-33008\t0.715\t0.051\t0.815\t0.019\t1.670\t0.042\t5930\t100\t0.020\t0.087\t0.683\t0.099\t0.664\t0.028\t-1.001\t0.078\t\n",
"OGLE-LMC-RRLYR-33021\t0.584\t0.050\t0.695\t0.019\t1.633\t0.042\t6650\t100\t0.216\t0.087\t0.719\t0.099\t0.490\t0.028\t-0.541\t0.078\t\n",
"OGLE-LMC-RRLYR-33030\t0.572\t0.054\t0.704\t0.020\t1.655\t0.042\t6660\t100\t0.173\t0.088\t0.668\t0.099\t0.484\t0.028\t-0.572\t0.080\t\n",
"OGLE-LMC-RRLYR-33045\t0.757\t0.051\t0.803\t0.019\t1.740\t0.042\t6220\t100\t-0.081\t0.087\t0.504\t0.099\t0.589\t0.028\t-0.995\t0.078\t\n",
"OGLE-LMC-RRLYR-33046\t0.642\t0.056\t0.738\t0.022\t1.733\t0.044\t6690\t110\t0.047\t0.091\t0.50\t0.10\t0.466\t0.030\t-0.680\t0.085\t\n",
"OGLE-LMC-RRLYR-33047\t0.646\t0.059\t0.735\t0.023\t1.682\t0.045\t6500\t110\t0.122\t0.093\t0.63\t0.10\t0.516\t0.030\t-0.684\t0.088\t\n",
"OGLE-LMC-RRLYR-33051\t0.593\t0.052\t0.707\t0.020\t1.588\t0.043\t6420\t100\t0.304\t0.090\t0.84\t0.10\t0.542\t0.029\t-0.531\t0.080\t\n",
"OGLE-LMC-RRLYR-33061\t0.573\t0.053\t0.678\t0.020\t1.554\t0.042\t6470\t100\t0.370\t0.087\t0.907\t0.099\t0.533\t0.028\t-0.456\t0.079\t\n",
"OGLE-LMC-RRLYR-33062\t0.648\t0.051\t0.780\t0.019\t1.789\t0.042\t6580\t100\t-0.160\t0.088\t0.339\t0.099\t0.502\t0.028\t-0.933\t0.079\t\n",
"OGLE-LMC-RRLYR-33064\t0.645\t0.061\t0.736\t0.023\t1.619\t0.043\t6290\t120\t0.221\t0.091\t0.78\t0.10\t0.568\t0.032\t-0.660\t0.089\t\n",
"OGLE-LMC-RRLYR-33067\t0.625\t0.055\t0.743\t0.021\t1.652\t0.042\t6350\t110\t0.143\t0.089\t0.68\t0.10\t0.551\t0.030\t-0.721\t0.083\t\n",
"OGLE-LMC-RRLYR-33071\t0.623\t0.051\t0.764\t0.020\t1.788\t0.042\t6690\t100\t-0.129\t0.087\t0.345\t0.099\t0.473\t0.028\t-0.864\t0.079\t\n",
"OGLE-LMC-RRLYR-33074\t0.638\t0.054\t0.735\t0.020\t1.740\t0.043\t6740\t100\t0.004\t0.089\t0.47\t0.10\t0.465\t0.028\t-0.713\t0.081\t\n",
"OGLE-LMC-RRLYR-33075\t0.660\t0.052\t0.737\t0.019\t1.688\t0.042\t6530\t100\t0.095\t0.087\t0.616\t0.099\t0.516\t0.028\t-0.707\t0.079\t\n",
"OGLE-LMC-RRLYR-33076\t0.622\t0.052\t0.716\t0.019\t1.635\t0.042\t6490\t100\t0.212\t0.087\t0.732\t0.099\t0.523\t0.028\t-0.599\t0.078\t\n",
"OGLE-LMC-RRLYR-33079\t0.668\t0.052\t0.754\t0.020\t1.768\t0.042\t6700\t100\t-0.070\t0.088\t0.411\t0.099\t0.476\t0.028\t-0.810\t0.080\t\n",
"OGLE-LMC-RRLYR-33082\t0.713\t0.050\t0.763\t0.019\t1.649\t0.042\t6195\t99\t0.123\t0.088\t0.71\t0.10\t0.593\t0.028\t-0.800\t0.077\t\n",
"OGLE-LMC-RRLYR-33084\t0.642\t0.051\t0.733\t0.019\t1.602\t0.042\t6260\t100\t0.257\t0.088\t0.820\t0.099\t0.575\t0.028\t-0.641\t0.078\t\n",
"OGLE-LMC-RRLYR-33091\t0.669\t0.050\t0.742\t0.019\t1.631\t0.042\t6270\t100\t0.178\t0.087\t0.760\t0.098\t0.576\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-33095\t0.718\t0.050\t0.780\t0.019\t1.648\t0.042\t6090\t100\t0.116\t0.088\t0.72\t0.10\t0.619\t0.028\t-0.842\t0.079\t\n",
"OGLE-LMC-RRLYR-33110\t0.628\t0.052\t0.797\t0.020\t1.650\t0.042\t5990\t100\t0.038\t0.087\t0.702\t0.098\t0.656\t0.028\t-0.967\t0.079\t\n",
"OGLE-LMC-RRLYR-33116\t0.656\t0.057\t0.737\t0.021\t1.664\t0.044\t6440\t110\t0.163\t0.092\t0.68\t0.10\t0.529\t0.030\t-0.664\t0.084\t\n",
"OGLE-LMC-RRLYR-33131\t0.622\t0.059\t0.721\t0.022\t1.628\t0.045\t6410\t110\t0.220\t0.094\t0.76\t0.10\t0.539\t0.029\t-0.622\t0.088\t\n",
"OGLE-LMC-RRLYR-33138\t0.627\t0.053\t0.720\t0.020\t1.582\t0.042\t6290\t110\t0.268\t0.088\t0.872\t0.099\t0.586\t0.031\t-0.634\t0.081\t\n",
"OGLE-LMC-RRLYR-33142\t0.687\t0.051\t0.749\t0.019\t1.662\t0.042\t6330\t100\t0.117\t0.087\t0.684\t0.099\t0.563\t0.028\t-0.751\t0.078\t\n",
"OGLE-LMC-RRLYR-33146\t0.647\t0.050\t0.780\t0.019\t1.638\t0.043\t6080\t100\t0.108\t0.089\t0.73\t0.10\t0.628\t0.028\t-0.863\t0.078\t\n",
"OGLE-LMC-RRLYR-33149\t0.663\t0.051\t0.734\t0.020\t1.724\t0.042\t6680\t100\t0.077\t0.088\t0.537\t0.099\t0.465\t0.028\t-0.653\t0.079\t\n",
"OGLE-LMC-RRLYR-33158\t0.611\t0.053\t0.712\t0.020\t1.654\t0.043\t6590\t100\t0.199\t0.088\t0.69\t0.10\t0.495\t0.028\t-0.574\t0.080\t\n",
"OGLE-LMC-RRLYR-33159\t0.573\t0.053\t0.663\t0.019\t1.593\t0.042\t6700\t100\t0.326\t0.089\t0.810\t0.099\t0.476\t0.029\t-0.418\t0.080\t\n",
"OGLE-LMC-RRLYR-33164\t0.641\t0.060\t0.763\t0.021\t1.712\t0.044\t6440\t110\t-0.012\t0.092\t0.54\t0.10\t0.542\t0.030\t-0.847\t0.087\t\n",
"OGLE-LMC-RRLYR-33170\t0.644\t0.053\t0.741\t0.020\t1.763\t0.042\t6770\t100\t-0.043\t0.087\t0.419\t0.099\t0.456\t0.028\t-0.747\t0.079\t\n",
"OGLE-LMC-RRLYR-33171\t0.568\t0.052\t0.680\t0.019\t1.528\t0.042\t6350\t100\t0.417\t0.088\t0.967\t0.099\t0.553\t0.028\t-0.444\t0.079\t\n",
"OGLE-LMC-RRLYR-33173\t0.633\t0.052\t0.732\t0.020\t1.691\t0.042\t6590\t100\t0.097\t0.087\t0.606\t0.098\t0.500\t0.029\t-0.678\t0.080\t\n",
"OGLE-LMC-RRLYR-33184\t0.552\t0.051\t0.684\t0.019\t1.596\t0.042\t6600\t100\t0.301\t0.088\t0.816\t0.099\t0.500\t0.028\t-0.473\t0.078\t\n",
"OGLE-LMC-RRLYR-33188\t0.681\t0.051\t0.750\t0.019\t1.670\t0.042\t6360\t100\t0.109\t0.088\t0.669\t0.099\t0.553\t0.028\t-0.752\t0.078\t\n",
"OGLE-LMC-RRLYR-33205\t0.715\t0.051\t0.753\t0.019\t1.673\t0.042\t6360\t100\t0.132\t0.087\t0.674\t0.099\t0.551\t0.028\t-0.727\t0.078\t\n",
"OGLE-LMC-RRLYR-33220\t0.601\t0.052\t0.743\t0.020\t1.770\t0.042\t6780\t100\t-0.069\t0.088\t0.401\t0.099\t0.457\t0.028\t-0.773\t0.080\t\n",
"OGLE-LMC-RRLYR-33227\t0.579\t0.051\t0.692\t0.019\t1.569\t0.042\t6420\t100\t0.310\t0.088\t0.874\t0.099\t0.547\t0.028\t-0.529\t0.079\t\n",
"OGLE-LMC-RRLYR-33232\t0.622\t0.064\t0.726\t0.024\t1.728\t0.045\t6740\t110\t0.058\t0.092\t0.51\t0.10\t0.459\t0.031\t-0.658\t0.091\t\n",
"OGLE-LMC-RRLYR-33233\t0.592\t0.058\t0.726\t0.021\t1.629\t0.047\t6450\t120\t0.150\t0.097\t0.70\t0.11\t0.536\t0.033\t-0.668\t0.085\t\n",
"OGLE-LMC-RRLYR-33234\t0.529\t0.051\t0.668\t0.019\t1.634\t0.042\t6850\t100\t0.268\t0.088\t0.70\t0.10\t0.428\t0.029\t-0.405\t0.079\t\n",
"OGLE-LMC-RRLYR-33245\t0.690\t0.051\t0.790\t0.019\t1.775\t0.042\t6450\t100\t-0.133\t0.088\t0.406\t0.099\t0.534\t0.028\t-0.962\t0.079\t\n",
"OGLE-LMC-RRLYR-33248\t0.749\t0.050\t0.772\t0.019\t1.661\t0.042\t6160\t100\t0.098\t0.087\t0.703\t0.099\t0.604\t0.028\t-0.842\t0.077\t\n",
"OGLE-LMC-RRLYR-33250\t0.541\t0.052\t0.703\t0.020\t1.693\t0.042\t6790\t100\t0.121\t0.088\t0.579\t0.099\t0.449\t0.028\t-0.575\t0.080\t\n",
"OGLE-LMC-RRLYR-33255\t0.732\t0.051\t0.757\t0.020\t1.659\t0.042\t6290\t100\t0.151\t0.088\t0.715\t0.099\t0.571\t0.029\t-0.736\t0.079\t\n",
"OGLE-LMC-RRLYR-33267\t0.682\t0.055\t0.792\t0.021\t1.755\t0.043\t6340\t110\t-0.120\t0.091\t0.44\t0.10\t0.560\t0.029\t-0.983\t0.087\t\n",
"OGLE-LMC-RRLYR-33275\t0.653\t0.052\t0.744\t0.019\t1.662\t0.042\t6390\t100\t0.154\t0.087\t0.688\t0.099\t0.540\t0.028\t-0.692\t0.078\t\n",
"OGLE-LMC-RRLYR-33284\t0.650\t0.054\t0.765\t0.020\t1.724\t0.043\t6480\t100\t-0.035\t0.088\t0.51\t0.10\t0.535\t0.029\t-0.860\t0.080\t\n",
"OGLE-LMC-RRLYR-33298\t0.590\t0.060\t0.730\t0.022\t1.659\t0.043\t6480\t110\t0.110\t0.090\t0.652\t0.099\t0.527\t0.030\t-0.707\t0.087\t\n",
"OGLE-LMC-RRLYR-33302\t0.654\t0.051\t0.721\t0.019\t1.661\t0.042\t6560\t100\t0.161\t0.087\t0.680\t0.099\t0.511\t0.028\t-0.632\t0.077\t\n",
"OGLE-LMC-RRLYR-33306\t0.700\t0.052\t0.750\t0.019\t1.680\t0.042\t6390\t100\t0.097\t0.087\t0.648\t0.099\t0.549\t0.028\t-0.757\t0.078\t\n",
"OGLE-LMC-RRLYR-33309\t0.635\t0.057\t0.756\t0.021\t1.814\t0.043\t6840\t110\t-0.150\t0.091\t0.29\t0.10\t0.438\t0.030\t-0.831\t0.086\t\n",
"OGLE-LMC-RRLYR-33315\t0.615\t0.053\t0.719\t0.020\t1.669\t0.042\t6610\t100\t0.140\t0.088\t0.648\t0.098\t0.497\t0.029\t-0.628\t0.080\t\n",
"OGLE-LMC-RRLYR-33321\t0.702\t0.056\t0.752\t0.021\t1.711\t0.044\t6450\t110\t0.021\t0.091\t0.56\t0.10\t0.533\t0.030\t-0.807\t0.087\t\n",
"OGLE-LMC-RRLYR-33348\t0.560\t0.050\t0.671\t0.019\t1.539\t0.042\t6480\t100\t0.396\t0.088\t0.949\t0.099\t0.535\t0.028\t-0.435\t0.078\t\n",
"OGLE-LMC-RRLYR-33363\t0.647\t0.051\t0.738\t0.020\t1.535\t0.042\t6000\t100\t0.340\t0.088\t1.00\t0.10\t0.657\t0.028\t-0.666\t0.080\t\n",
"OGLE-LMC-RRLYR-33366\t0.722\t0.050\t0.774\t0.019\t1.615\t0.042\t6010\t100\t0.171\t0.088\t0.81\t0.10\t0.646\t0.029\t-0.828\t0.077\t\n",
"OGLE-LMC-RRLYR-33374\t0.669\t0.050\t0.735\t0.019\t1.669\t0.042\t6480\t100\t0.132\t0.088\t0.65\t0.10\t0.524\t0.028\t-0.688\t0.078\t\n",
"OGLE-LMC-RRLYR-33382\t0.637\t0.057\t0.727\t0.020\t1.657\t0.042\t6480\t110\t0.151\t0.089\t0.687\t0.099\t0.525\t0.029\t-0.662\t0.081\t\n",
"OGLE-LMC-RRLYR-33397\t0.676\t0.056\t0.760\t0.021\t1.705\t0.042\t6420\t110\t0.048\t0.089\t0.576\t0.099\t0.533\t0.029\t-0.779\t0.082\t\n",
"OGLE-LMC-RRLYR-33413\t0.591\t0.051\t0.682\t0.019\t1.568\t0.042\t6500\t100\t0.341\t0.087\t0.866\t0.099\t0.524\t0.029\t-0.463\t0.078\t\n",
"OGLE-LMC-RRLYR-33426\t0.766\t0.050\t0.761\t0.019\t1.647\t0.042\t6181\t99\t0.159\t0.088\t0.764\t0.099\t0.600\t0.028\t-0.779\t0.078\t\n",
"OGLE-LMC-RRLYR-33430\t0.724\t0.051\t0.762\t0.020\t1.713\t0.042\t6420\t100\t0.035\t0.088\t0.57\t0.10\t0.531\t0.029\t-0.794\t0.079\t\n",
"OGLE-LMC-RRLYR-33431\t0.596\t0.051\t0.724\t0.019\t1.755\t0.042\t6880\t100\t-0.017\t0.087\t0.428\t0.099\t0.432\t0.028\t-0.681\t0.078\t\n",
"OGLE-LMC-RRLYR-33444\t0.652\t0.070\t0.729\t0.023\t1.707\t0.046\t6650\t110\t0.062\t0.094\t0.55\t0.10\t0.486\t0.030\t-0.684\t0.092\t\n",
"OGLE-LMC-RRLYR-33450\t0.685\t0.051\t0.790\t0.019\t1.753\t0.042\t6370\t100\t-0.113\t0.087\t0.454\t0.099\t0.556\t0.028\t-0.971\t0.078\t\n",
"OGLE-LMC-RRLYR-33452\t0.538\t0.053\t0.693\t0.020\t1.675\t0.042\t6820\t100\t0.150\t0.087\t0.610\t0.099\t0.446\t0.028\t-0.540\t0.079\t\n",
"OGLE-LMC-RRLYR-33460\t0.591\t0.056\t0.710\t0.020\t1.677\t0.043\t6700\t100\t0.130\t0.089\t0.62\t0.10\t0.479\t0.028\t-0.611\t0.082\t\n",
"OGLE-LMC-RRLYR-33462\t0.651\t0.051\t0.708\t0.020\t1.686\t0.043\t6750\t100\t0.132\t0.089\t0.57\t0.10\t0.436\t0.029\t-0.548\t0.080\t\n",
"OGLE-LMC-RRLYR-33463\t0.793\t0.058\t0.795\t0.022\t1.668\t0.044\t6060\t110\t0.094\t0.092\t0.72\t0.10\t0.631\t0.029\t-0.885\t0.088\t\n",
"OGLE-LMC-RRLYR-33484\t0.597\t0.051\t0.707\t0.019\t1.631\t0.042\t6540\t100\t0.221\t0.087\t0.736\t0.099\t0.512\t0.028\t-0.573\t0.078\t\n",
"OGLE-LMC-RRLYR-33487\t0.611\t0.052\t0.721\t0.019\t1.600\t0.042\t6300\t100\t0.222\t0.088\t0.808\t0.099\t0.573\t0.028\t-0.665\t0.079\t\n",
"OGLE-LMC-RRLYR-33502\t0.579\t0.060\t0.709\t0.023\t1.674\t0.043\t6690\t110\t0.139\t0.091\t0.62\t0.10\t0.477\t0.031\t-0.601\t0.088\t\n",
"OGLE-LMC-RRLYR-33503\t0.719\t0.052\t0.818\t0.020\t1.803\t0.043\t6350\t100\t-0.189\t0.090\t0.34\t0.10\t0.542\t0.029\t-1.038\t0.081\t\n",
"OGLE-LMC-RRLYR-33519\t0.641\t0.051\t0.733\t0.019\t1.686\t0.042\t6540\t100\t0.076\t0.087\t0.610\t0.099\t0.516\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-33531\t0.749\t0.050\t0.790\t0.019\t1.761\t0.042\t6400\t100\t-0.038\t0.088\t0.479\t0.099\t0.531\t0.028\t-0.868\t0.078\t\n",
"OGLE-LMC-RRLYR-33533\t0.686\t0.052\t0.764\t0.020\t1.746\t0.043\t6530\t100\t0.007\t0.089\t0.49\t0.10\t0.503\t0.028\t-0.782\t0.080\t\n",
"OGLE-LMC-RRLYR-33536\t0.564\t0.052\t0.718\t0.020\t1.715\t0.042\t6760\t100\t0.046\t0.088\t0.506\t0.099\t0.457\t0.028\t-0.663\t0.079\t\n",
"OGLE-LMC-RRLYR-33540\t0.649\t0.051\t0.773\t0.020\t1.767\t0.042\t6550\t100\t-0.105\t0.088\t0.405\t0.099\t0.507\t0.028\t-0.892\t0.079\t\n",
"OGLE-LMC-RRLYR-33549\t0.662\t0.051\t0.786\t0.019\t1.752\t0.042\t6400\t100\t-0.104\t0.087\t0.433\t0.099\t0.541\t0.028\t-0.943\t0.079\t\n",
"OGLE-LMC-RRLYR-33561\t0.635\t0.052\t0.732\t0.020\t1.680\t0.042\t6540\t100\t0.104\t0.087\t0.626\t0.098\t0.513\t0.028\t-0.690\t0.078\t\n",
"OGLE-LMC-RRLYR-33586\t0.653\t0.051\t0.727\t0.019\t1.618\t0.042\t6330\t100\t0.184\t0.087\t0.769\t0.099\t0.572\t0.028\t-0.699\t0.078\t\n",
"OGLE-LMC-RRLYR-33590\t0.674\t0.051\t0.742\t0.019\t1.673\t0.042\t6430\t100\t0.117\t0.087\t0.655\t0.098\t0.536\t0.028\t-0.710\t0.078\t\n",
"OGLE-LMC-RRLYR-33591\t0.591\t0.053\t0.718\t0.020\t1.676\t0.042\t6630\t100\t0.137\t0.087\t0.625\t0.099\t0.488\t0.028\t-0.617\t0.079\t\n",
"OGLE-LMC-RRLYR-33627\t0.716\t0.050\t0.813\t0.020\t1.792\t0.042\t6350\t100\t-0.167\t0.087\t0.367\t0.099\t0.546\t0.028\t-1.020\t0.078\t\n",
"OGLE-LMC-RRLYR-33641\t0.655\t0.053\t0.743\t0.020\t1.717\t0.042\t6590\t100\t0.067\t0.088\t0.551\t0.099\t0.491\t0.029\t-0.696\t0.080\t\n",
"OGLE-LMC-RRLYR-33651\t0.612\t0.051\t0.720\t0.019\t1.658\t0.042\t6540\t100\t0.142\t0.087\t0.669\t0.099\t0.514\t0.028\t-0.648\t0.078\t\n",
"OGLE-LMC-RRLYR-33658\t0.666\t0.050\t0.760\t0.019\t1.555\t0.042\t5909\t99\t0.295\t0.088\t0.98\t0.10\t0.687\t0.028\t-0.762\t0.078\t\n",
"OGLE-LMC-RRLYR-33673\t0.653\t0.051\t0.740\t0.019\t1.734\t0.042\t6690\t100\t0.014\t0.087\t0.500\t0.099\t0.480\t0.028\t-0.730\t0.078\t\n",
"OGLE-LMC-RRLYR-33680\t0.578\t0.052\t0.692\t0.020\t1.662\t0.042\t6780\t100\t0.206\t0.088\t0.64\t0.10\t0.443\t0.029\t-0.487\t0.080\t\n",
"OGLE-LMC-RRLYR-33682\t0.603\t0.057\t0.726\t0.021\t1.677\t0.043\t6560\t110\t0.109\t0.090\t0.61\t0.10\t0.507\t0.032\t-0.683\t0.086\t\n",
"OGLE-LMC-RRLYR-33688\t0.590\t0.050\t0.741\t0.019\t1.742\t0.041\t6710\t100\t-0.019\t0.087\t0.455\t0.098\t0.477\t0.028\t-0.762\t0.077\t\n",
"OGLE-LMC-RRLYR-33689\t0.598\t0.051\t0.716\t0.020\t1.660\t0.042\t6570\t100\t0.173\t0.088\t0.668\t0.099\t0.498\t0.028\t-0.604\t0.079\t\n",
"OGLE-LMC-RRLYR-33713\t0.674\t0.050\t0.781\t0.019\t1.710\t0.042\t6280\t100\t-0.042\t0.087\t0.548\t0.098\t0.579\t0.028\t-0.936\t0.078\t\n",
"OGLE-LMC-RRLYR-33717\t0.739\t0.050\t0.771\t0.019\t1.658\t0.042\t6160\t100\t0.105\t0.087\t0.708\t0.099\t0.603\t0.029\t-0.834\t0.078\t\n",
"OGLE-LMC-RRLYR-33718\t0.694\t0.070\t0.773\t0.026\t1.740\t0.047\t6450\t130\t-0.045\t0.099\t0.49\t0.11\t0.535\t0.034\t-0.87\t0.10\t\n",
"OGLE-LMC-RRLYR-33730\t0.624\t0.052\t0.725\t0.020\t1.678\t0.043\t6600\t100\t0.157\t0.089\t0.64\t0.10\t0.492\t0.028\t-0.612\t0.080\t\n",
"OGLE-LMC-RRLYR-33754\t0.694\t0.051\t0.764\t0.020\t1.717\t0.042\t6430\t100\t0.056\t0.088\t0.56\t0.10\t0.524\t0.028\t-0.766\t0.079\t\n",
"OGLE-LMC-RRLYR-33758\t0.699\t0.064\t0.740\t0.022\t1.754\t0.044\t6750\t110\t0.018\t0.090\t0.47\t0.10\t0.459\t0.030\t-0.688\t0.085\t\n",
"OGLE-LMC-RRLYR-33764\t0.623\t0.056\t0.730\t0.021\t1.707\t0.043\t6660\t110\t0.073\t0.089\t0.568\t0.099\t0.483\t0.029\t-0.678\t0.083\t\n",
"OGLE-LMC-RRLYR-33775\t0.692\t0.051\t0.814\t0.019\t1.835\t0.042\t6480\t100\t-0.271\t0.087\t0.249\t0.099\t0.522\t0.028\t-1.077\t0.079\t\n",
"OGLE-LMC-RRLYR-33783\t0.697\t0.061\t0.731\t0.022\t1.622\t0.046\t6330\t110\t0.209\t0.094\t0.78\t0.11\t0.568\t0.029\t-0.680\t0.088\t\n",
"OGLE-LMC-RRLYR-33785\t0.633\t0.052\t0.730\t0.019\t1.699\t0.042\t6630\t100\t0.071\t0.087\t0.569\t0.099\t0.492\t0.028\t-0.689\t0.078\t\n",
"OGLE-LMC-RRLYR-33788\t0.595\t0.055\t0.707\t0.021\t1.594\t0.044\t6410\t110\t0.255\t0.092\t0.80\t0.10\t0.549\t0.030\t-0.601\t0.084\t\n",
"OGLE-LMC-RRLYR-33797\t0.743\t0.059\t0.779\t0.021\t1.735\t0.044\t6390\t110\t-0.045\t0.091\t0.50\t0.10\t0.550\t0.030\t-0.900\t0.087\t\n",
"OGLE-LMC-RRLYR-33805\t0.658\t0.051\t0.791\t0.019\t1.742\t0.042\t6330\t100\t-0.076\t0.087\t0.469\t0.098\t0.553\t0.028\t-0.942\t0.077\t\n",
"OGLE-LMC-RRLYR-33823\t0.585\t0.055\t0.695\t0.020\t1.669\t0.042\t6760\t100\t0.160\t0.088\t0.643\t0.099\t0.462\t0.029\t-0.556\t0.081\t\n",
"OGLE-LMC-RRLYR-33824\t0.626\t0.053\t0.762\t0.020\t1.814\t0.042\t6780\t100\t-0.146\t0.088\t0.304\t0.099\t0.448\t0.028\t-0.840\t0.079\t\n",
"OGLE-LMC-RRLYR-33828\t0.681\t0.050\t0.775\t0.019\t1.771\t0.042\t6550\t100\t-0.108\t0.087\t0.409\t0.099\t0.512\t0.028\t-0.904\t0.078\t\n",
"OGLE-LMC-RRLYR-33835\t0.686\t0.051\t0.740\t0.019\t1.620\t0.042\t6260\t100\t0.229\t0.087\t0.798\t0.098\t0.574\t0.028\t-0.666\t0.077\t\n",
"OGLE-LMC-RRLYR-33841\t0.625\t0.057\t0.717\t0.021\t1.622\t0.044\t6430\t110\t0.217\t0.091\t0.76\t0.10\t0.541\t0.029\t-0.617\t0.084\t\n",
"OGLE-LMC-RRLYR-33842\t0.692\t0.052\t0.726\t0.019\t1.681\t0.042\t6590\t100\t0.124\t0.087\t0.636\t0.099\t0.505\t0.028\t-0.660\t0.078\t\n",
"OGLE-LMC-RRLYR-33855\t0.661\t0.055\t0.789\t0.021\t1.633\t0.043\t5960\t110\t0.101\t0.090\t0.76\t0.10\t0.667\t0.032\t-0.928\t0.082\t\n",
"OGLE-LMC-RRLYR-33865\t0.634\t0.050\t0.749\t0.019\t1.610\t0.042\t6180\t100\t0.194\t0.088\t0.788\t0.099\t0.598\t0.028\t-0.735\t0.078\t\n",
"OGLE-LMC-RRLYR-33873\t0.718\t0.051\t0.746\t0.019\t1.663\t0.042\t6360\t100\t0.136\t0.087\t0.686\t0.099\t0.555\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-33876\t0.704\t0.051\t0.790\t0.020\t1.592\t0.042\t5840\t100\t0.185\t0.087\t0.878\t0.099\t0.693\t0.029\t-0.877\t0.078\t\n",
"OGLE-LMC-RRLYR-33888\t0.711\t0.051\t0.746\t0.019\t1.656\t0.042\t6340\t100\t0.135\t0.088\t0.699\t0.099\t0.563\t0.028\t-0.741\t0.079\t\n",
"OGLE-LMC-RRLYR-33891\t0.646\t0.053\t0.732\t0.020\t1.718\t0.042\t6690\t100\t0.074\t0.087\t0.556\t0.098\t0.475\t0.029\t-0.662\t0.080\t\n",
"OGLE-LMC-RRLYR-33901\t0.700\t0.051\t0.796\t0.020\t1.811\t0.042\t6530\t100\t-0.181\t0.088\t0.324\t0.099\t0.508\t0.028\t-0.965\t0.079\t\n",
"OGLE-LMC-RRLYR-33916\t0.552\t0.051\t0.725\t0.019\t1.607\t0.044\t6350\t100\t0.219\t0.090\t0.76\t0.10\t0.549\t0.029\t-0.636\t0.078\t\n",
"OGLE-LMC-RRLYR-33930\t0.575\t0.053\t0.702\t0.020\t1.653\t0.042\t6660\t110\t0.175\t0.088\t0.672\t0.099\t0.485\t0.029\t-0.577\t0.081\t\n",
"OGLE-LMC-RRLYR-33941\t0.751\t0.065\t0.762\t0.024\t1.738\t0.045\t6510\t110\t0.016\t0.093\t0.50\t0.10\t0.510\t0.030\t-0.781\t0.092\t\n",
"OGLE-LMC-RRLYR-33945\t0.541\t0.051\t0.711\t0.020\t1.590\t0.043\t6360\t100\t0.291\t0.088\t0.83\t0.10\t0.554\t0.028\t-0.588\t0.079\t\n",
"OGLE-LMC-RRLYR-33950\t0.644\t0.052\t0.729\t0.020\t1.677\t0.042\t6550\t100\t0.145\t0.088\t0.637\t0.099\t0.504\t0.028\t-0.637\t0.079\t\n",
"OGLE-LMC-RRLYR-33956\t0.662\t0.051\t0.754\t0.019\t1.673\t0.043\t6340\t100\t0.109\t0.088\t0.64\t0.10\t0.550\t0.029\t-0.752\t0.078\t\n",
"OGLE-LMC-RRLYR-33960\t0.561\t0.053\t0.696\t0.020\t1.700\t0.042\t6880\t100\t0.118\t0.088\t0.558\t0.099\t0.432\t0.028\t-0.550\t0.079\t\n",
"OGLE-LMC-RRLYR-33970\t0.634\t0.052\t0.745\t0.020\t1.717\t0.042\t6580\t100\t0.035\t0.088\t0.538\t0.099\t0.499\t0.028\t-0.742\t0.079\t\n",
"OGLE-LMC-RRLYR-33972\t0.748\t0.053\t0.751\t0.020\t1.578\t0.043\t6020\t100\t0.244\t0.089\t0.88\t0.10\t0.644\t0.029\t-0.746\t0.081\t\n",
"OGLE-LMC-RRLYR-33981\t0.557\t0.051\t0.744\t0.019\t1.684\t0.042\t6460\t100\t0.046\t0.088\t0.586\t0.099\t0.531\t0.028\t-0.766\t0.079\t\n",
"OGLE-LMC-RRLYR-33987\t0.667\t0.051\t0.760\t0.020\t1.618\t0.043\t6140\t100\t0.182\t0.089\t0.78\t0.10\t0.611\t0.028\t-0.758\t0.079\t\n",
"OGLE-LMC-RRLYR-34001\t0.702\t0.051\t0.768\t0.019\t1.698\t0.042\t6340\t100\t0.068\t0.088\t0.60\t0.10\t0.545\t0.029\t-0.789\t0.078\t\n",
"OGLE-LMC-RRLYR-34003\t0.712\t0.056\t0.754\t0.021\t1.706\t0.043\t6460\t110\t0.047\t0.089\t0.58\t0.10\t0.533\t0.030\t-0.782\t0.085\t\n",
"OGLE-LMC-RRLYR-34008\t0.560\t0.059\t0.740\t0.021\t1.772\t0.045\t6820\t100\t-0.089\t0.093\t0.37\t0.10\t0.449\t0.029\t-0.781\t0.086\t\n",
"OGLE-LMC-RRLYR-34018\t0.659\t0.051\t0.738\t0.019\t1.655\t0.042\t6400\t100\t0.155\t0.087\t0.697\t0.098\t0.543\t0.028\t-0.687\t0.078\t\n",
"OGLE-LMC-RRLYR-34019\t0.586\t0.050\t0.752\t0.019\t1.664\t0.042\t6340\t100\t0.070\t0.088\t0.635\t0.099\t0.561\t0.028\t-0.790\t0.079\t\n",
"OGLE-LMC-RRLYR-34030\t0.689\t0.050\t0.783\t0.019\t1.680\t0.042\t6160\t100\t0.016\t0.087\t0.628\t0.098\t0.608\t0.028\t-0.919\t0.077\t\n",
"OGLE-LMC-RRLYR-34034\t0.635\t0.053\t0.723\t0.020\t1.737\t0.043\t6810\t100\t0.026\t0.089\t0.45\t0.10\t0.435\t0.029\t-0.652\t0.081\t\n",
"OGLE-LMC-RRLYR-34035\t0.558\t0.052\t0.701\t0.019\t1.625\t0.042\t6560\t100\t0.206\t0.087\t0.730\t0.098\t0.512\t0.028\t-0.590\t0.079\t\n",
"OGLE-LMC-RRLYR-34042\t0.685\t0.051\t0.742\t0.019\t1.652\t0.042\t6370\t100\t0.132\t0.087\t0.700\t0.099\t0.559\t0.028\t-0.734\t0.078\t\n",
"OGLE-LMC-RRLYR-34044\t0.627\t0.052\t0.745\t0.020\t1.727\t0.042\t6610\t100\t0.022\t0.088\t0.523\t0.099\t0.492\t0.028\t-0.746\t0.079\t\n",
"OGLE-LMC-RRLYR-34047\t0.534\t0.051\t0.708\t0.019\t1.676\t0.042\t6720\t100\t0.127\t0.087\t0.609\t0.098\t0.469\t0.028\t-0.596\t0.077\t\n",
"OGLE-LMC-RRLYR-34050\t0.719\t0.051\t0.761\t0.019\t1.682\t0.042\t6320\t100\t0.076\t0.088\t0.642\t0.099\t0.565\t0.028\t-0.809\t0.079\t\n",
"OGLE-LMC-RRLYR-34060\t0.748\t0.051\t0.806\t0.019\t1.692\t0.042\t6050\t100\t-0.009\t0.087\t0.629\t0.099\t0.635\t0.028\t-0.992\t0.078\t\n",
"OGLE-LMC-RRLYR-34080\t0.624\t0.057\t0.750\t0.021\t1.791\t0.043\t6810\t110\t-0.110\t0.090\t0.33\t0.10\t0.449\t0.029\t-0.805\t0.084\t\n",
"OGLE-LMC-RRLYR-34082\t0.713\t0.051\t0.791\t0.019\t1.777\t0.042\t6450\t100\t-0.139\t0.088\t0.38\t0.10\t0.529\t0.028\t-0.960\t0.079\t\n",
"OGLE-LMC-RRLYR-34089\t0.599\t0.052\t0.722\t0.020\t1.670\t0.042\t6580\t100\t0.142\t0.087\t0.640\t0.099\t0.500\t0.028\t-0.636\t0.079\t\n",
"OGLE-LMC-RRLYR-34090\t0.581\t0.055\t0.711\t0.020\t1.708\t0.042\t6800\t100\t0.081\t0.089\t0.540\t0.099\t0.452\t0.028\t-0.614\t0.081\t\n",
"OGLE-LMC-RRLYR-34100\t0.692\t0.051\t0.749\t0.019\t1.739\t0.042\t6620\t100\t0.008\t0.087\t0.510\t0.099\t0.493\t0.028\t-0.764\t0.078\t\n",
"OGLE-LMC-RRLYR-34114\t0.628\t0.056\t0.739\t0.021\t1.657\t0.043\t6380\t100\t0.096\t0.090\t0.66\t0.10\t0.548\t0.029\t-0.745\t0.082\t\n",
"OGLE-LMC-RRLYR-34116\t0.752\t0.050\t0.782\t0.019\t1.665\t0.042\t6130\t100\t0.086\t0.087\t0.698\t0.099\t0.614\t0.028\t-0.864\t0.077\t\n",
"OGLE-LMC-RRLYR-34129\t0.629\t0.055\t0.743\t0.021\t1.699\t0.042\t6530\t110\t0.057\t0.089\t0.582\t0.099\t0.516\t0.030\t-0.745\t0.084\t\n",
"OGLE-LMC-RRLYR-34130\t0.642\t0.056\t0.715\t0.021\t1.632\t0.044\t6500\t110\t0.192\t0.092\t0.72\t0.10\t0.519\t0.031\t-0.611\t0.084\t\n",
"OGLE-LMC-RRLYR-34132\t0.642\t0.058\t0.783\t0.023\t1.738\t0.044\t6370\t110\t-0.075\t0.093\t0.46\t0.10\t0.547\t0.030\t-0.920\t0.091\t\n",
"OGLE-LMC-RRLYR-34141\t0.589\t0.053\t0.675\t0.020\t1.573\t0.042\t6570\t100\t0.416\t0.088\t0.89\t0.10\t0.498\t0.029\t-0.367\t0.080\t\n",
"OGLE-LMC-RRLYR-34146\t0.564\t0.053\t0.719\t0.020\t1.722\t0.042\t6790\t100\t0.049\t0.088\t0.512\t0.099\t0.452\t0.028\t-0.652\t0.080\t\n",
"OGLE-LMC-RRLYR-34149\t0.656\t0.061\t0.716\t0.021\t1.680\t0.044\t6660\t110\t0.151\t0.090\t0.64\t0.10\t0.485\t0.029\t-0.602\t0.084\t\n",
"OGLE-LMC-RRLYR-34151\t0.566\t0.052\t0.725\t0.020\t1.570\t0.042\t6210\t100\t0.274\t0.087\t0.868\t0.099\t0.594\t0.029\t-0.646\t0.079\t\n",
"OGLE-LMC-RRLYR-34157\t0.647\t0.052\t0.735\t0.020\t1.722\t0.043\t6650\t100\t0.065\t0.088\t0.53\t0.10\t0.477\t0.028\t-0.679\t0.079\t\n",
"OGLE-LMC-RRLYR-34162\t0.642\t0.051\t0.714\t0.019\t1.654\t0.042\t6580\t100\t0.169\t0.087\t0.691\t0.098\t0.507\t0.028\t-0.618\t0.078\t\n",
"OGLE-LMC-RRLYR-34163\t0.617\t0.053\t0.713\t0.020\t1.687\t0.042\t6720\t100\t0.144\t0.088\t0.625\t0.099\t0.469\t0.028\t-0.584\t0.079\t\n",
"OGLE-LMC-RRLYR-34164\t0.703\t0.050\t0.764\t0.019\t1.586\t0.042\t6000\t100\t0.232\t0.087\t0.88\t0.10\t0.651\t0.029\t-0.770\t0.077\t\n",
"OGLE-LMC-RRLYR-34169\t0.604\t0.064\t0.714\t0.022\t1.655\t0.044\t6570\t110\t0.167\t0.090\t0.67\t0.10\t0.504\t0.030\t-0.608\t0.086\t\n",
"OGLE-LMC-RRLYR-34171\t0.563\t0.052\t0.700\t0.020\t1.622\t0.042\t6570\t100\t0.254\t0.088\t0.740\t0.099\t0.497\t0.029\t-0.520\t0.080\t\n",
"OGLE-LMC-RRLYR-34180\t0.695\t0.050\t0.740\t0.019\t1.627\t0.042\t6300\t100\t0.193\t0.088\t0.76\t0.10\t0.569\t0.028\t-0.688\t0.078\t\n",
"OGLE-LMC-RRLYR-34182\t0.525\t0.050\t0.724\t0.019\t1.634\t0.042\t6420\t100\t0.127\t0.087\t0.683\t0.098\t0.545\t0.028\t-0.721\t0.077\t\n",
"OGLE-LMC-RRLYR-34189\t0.579\t0.050\t0.715\t0.019\t1.674\t0.042\t6640\t100\t0.112\t0.087\t0.613\t0.098\t0.490\t0.028\t-0.642\t0.077\t\n",
"OGLE-LMC-RRLYR-34190\t0.637\t0.057\t0.726\t0.021\t1.661\t0.043\t6510\t110\t0.140\t0.089\t0.67\t0.10\t0.523\t0.030\t-0.672\t0.084\t\n",
"OGLE-LMC-RRLYR-34191\t0.729\t0.061\t0.823\t0.022\t1.834\t0.045\t6440\t100\t-0.284\t0.095\t0.26\t0.11\t0.539\t0.029\t-1.119\t0.089\t\n",
"OGLE-LMC-RRLYR-34196\t0.671\t0.052\t0.760\t0.019\t1.672\t0.042\t6300\t100\t0.060\t0.087\t0.649\t0.099\t0.575\t0.028\t-0.830\t0.078\t\n",
"OGLE-LMC-RRLYR-34212\t0.700\t0.064\t0.749\t0.024\t1.710\t0.045\t6510\t110\t0.067\t0.093\t0.56\t0.10\t0.511\t0.031\t-0.732\t0.094\t\n",
"OGLE-LMC-RRLYR-34213\t0.734\t0.051\t0.780\t0.020\t1.637\t0.042\t6090\t100\t0.140\t0.088\t0.77\t0.10\t0.632\t0.028\t-0.843\t0.080\t\n",
"OGLE-LMC-RRLYR-34222\t0.614\t0.051\t0.718\t0.019\t1.609\t0.042\t6370\t100\t0.242\t0.087\t0.795\t0.099\t0.552\t0.028\t-0.610\t0.078\t\n",
"OGLE-LMC-RRLYR-34236\t0.668\t0.052\t0.736\t0.020\t1.656\t0.042\t6420\t100\t0.174\t0.089\t0.71\t0.10\t0.537\t0.028\t-0.665\t0.080\t\n",
"OGLE-LMC-RRLYR-34247\t0.676\t0.051\t0.749\t0.019\t1.718\t0.042\t6560\t100\t0.020\t0.087\t0.539\t0.099\t0.512\t0.028\t-0.775\t0.078\t\n",
"OGLE-LMC-RRLYR-34274\t0.598\t0.053\t0.744\t0.020\t1.759\t0.043\t6750\t100\t-0.054\t0.089\t0.41\t0.10\t0.464\t0.028\t-0.773\t0.080\t\n",
"OGLE-LMC-RRLYR-34275\t0.554\t0.051\t0.688\t0.019\t1.626\t0.042\t6680\t100\t0.274\t0.088\t0.759\t0.099\t0.477\t0.028\t-0.473\t0.079\t\n",
"OGLE-LMC-RRLYR-34291\t0.632\t0.051\t0.778\t0.020\t1.746\t0.042\t6430\t100\t-0.094\t0.088\t0.456\t0.099\t0.540\t0.028\t-0.921\t0.080\t\n",
"OGLE-LMC-RRLYR-34292\t0.684\t0.051\t0.774\t0.019\t1.724\t0.042\t6380\t100\t-0.036\t0.087\t0.519\t0.098\t0.550\t0.028\t-0.892\t0.078\t\n",
"OGLE-LMC-RRLYR-34298\t0.651\t0.051\t0.746\t0.019\t1.588\t0.042\t6130\t100\t0.248\t0.088\t0.865\t0.099\t0.617\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-34303\t0.724\t0.052\t0.821\t0.020\t1.801\t0.043\t6300\t100\t-0.212\t0.090\t0.34\t0.10\t0.562\t0.028\t-1.082\t0.081\t\n",
"OGLE-LMC-RRLYR-34311\t0.703\t0.051\t0.742\t0.019\t1.695\t0.042\t6510\t100\t0.075\t0.087\t0.617\t0.099\t0.525\t0.028\t-0.739\t0.078\t\n",
"OGLE-LMC-RRLYR-34332\t0.595\t0.053\t0.675\t0.020\t1.595\t0.042\t6640\t100\t0.326\t0.089\t0.80\t0.10\t0.481\t0.029\t-0.423\t0.080\t\n",
"OGLE-LMC-RRLYR-34334\t0.536\t0.051\t0.687\t0.019\t1.646\t0.042\t6750\t100\t0.198\t0.087\t0.678\t0.098\t0.466\t0.028\t-0.523\t0.078\t\n",
"OGLE-LMC-RRLYR-34338\t0.696\t0.051\t0.752\t0.019\t1.622\t0.042\t6190\t100\t0.185\t0.087\t0.786\t0.099\t0.600\t0.029\t-0.744\t0.078\t\n",
"OGLE-LMC-RRLYR-34346\t0.649\t0.051\t0.776\t0.019\t1.745\t0.042\t6430\t100\t-0.072\t0.087\t0.457\t0.099\t0.532\t0.028\t-0.893\t0.078\t\n",
"OGLE-LMC-RRLYR-34350\t0.713\t0.051\t0.767\t0.019\t1.704\t0.042\t6370\t100\t0.022\t0.087\t0.590\t0.098\t0.558\t0.028\t-0.843\t0.078\t\n",
"OGLE-LMC-RRLYR-34354\t0.584\t0.053\t0.703\t0.020\t1.696\t0.042\t6810\t100\t0.132\t0.088\t0.578\t0.099\t0.444\t0.028\t-0.558\t0.079\t\n",
"OGLE-LMC-RRLYR-34369\t0.667\t0.050\t0.741\t0.019\t1.604\t0.042\t6190\t100\t0.238\t0.087\t0.829\t0.099\t0.593\t0.028\t-0.688\t0.077\t\n",
"OGLE-LMC-RRLYR-34376\t0.604\t0.058\t0.714\t0.021\t1.718\t0.043\t6800\t110\t0.067\t0.089\t0.51\t0.10\t0.447\t0.029\t-0.628\t0.083\t\n",
"OGLE-LMC-RRLYR-34384\t0.656\t0.055\t0.736\t0.020\t1.667\t0.042\t6450\t110\t0.114\t0.089\t0.64\t0.10\t0.531\t0.029\t-0.714\t0.083\t\n",
"OGLE-LMC-RRLYR-34400\t0.638\t0.051\t0.779\t0.019\t1.586\t0.042\t5890\t100\t0.186\t0.088\t0.880\t0.099\t0.687\t0.028\t-0.861\t0.079\t\n",
"OGLE-LMC-RRLYR-34404\t0.572\t0.053\t0.713\t0.020\t1.721\t0.042\t6820\t100\t0.055\t0.088\t0.512\t0.099\t0.447\t0.028\t-0.637\t0.080\t\n",
"OGLE-LMC-RRLYR-34407\t0.623\t0.050\t0.722\t0.019\t1.554\t0.042\t6180\t100\t0.294\t0.087\t0.922\t0.099\t0.615\t0.028\t-0.652\t0.078\t\n",
"OGLE-LMC-RRLYR-34419\t0.678\t0.050\t0.746\t0.019\t1.593\t0.042\t6130\t100\t0.227\t0.087\t0.854\t0.099\t0.619\t0.028\t-0.727\t0.077\t\n",
"OGLE-LMC-RRLYR-34429\t0.758\t0.050\t0.811\t0.019\t1.669\t0.042\t5930\t100\t0.043\t0.087\t0.705\t0.098\t0.663\t0.028\t-0.987\t0.077\t\n",
"OGLE-LMC-RRLYR-34449\t0.690\t0.050\t0.742\t0.019\t1.627\t0.042\t6270\t100\t0.201\t0.087\t0.792\t0.099\t0.582\t0.028\t-0.713\t0.077\t\n",
"OGLE-LMC-RRLYR-34471\t0.596\t0.057\t0.756\t0.021\t1.756\t0.043\t6660\t110\t-0.070\t0.090\t0.431\t0.099\t0.488\t0.030\t-0.825\t0.086\t\n",
"OGLE-LMC-RRLYR-34489\t0.673\t0.051\t0.771\t0.019\t1.748\t0.042\t6480\t100\t-0.069\t0.088\t0.453\t0.099\t0.525\t0.029\t-0.874\t0.079\t\n",
"OGLE-LMC-RRLYR-34520\t0.577\t0.052\t0.741\t0.020\t1.745\t0.042\t6690\t100\t-0.035\t0.088\t0.440\t0.099\t0.475\t0.028\t-0.779\t0.081\t\n",
"OGLE-LMC-RRLYR-34522\t0.656\t0.057\t0.720\t0.021\t1.615\t0.044\t6390\t110\t0.227\t0.092\t0.79\t0.10\t0.556\t0.030\t-0.627\t0.084\t\n",
"OGLE-LMC-RRLYR-34539\t0.654\t0.051\t0.756\t0.020\t1.591\t0.042\t6060\t100\t0.215\t0.088\t0.843\t0.099\t0.635\t0.028\t-0.766\t0.079\t\n",
"OGLE-LMC-RRLYR-34546\t0.577\t0.051\t0.744\t0.020\t1.772\t0.042\t6790\t100\t-0.076\t0.088\t0.383\t0.099\t0.455\t0.029\t-0.783\t0.080\t\n",
"OGLE-LMC-RRLYR-34547\t0.696\t0.055\t0.765\t0.021\t1.623\t0.042\t6110\t110\t0.176\t0.089\t0.78\t0.10\t0.615\t0.030\t-0.781\t0.082\t\n",
"OGLE-LMC-RRLYR-34554\t0.539\t0.051\t0.696\t0.020\t1.695\t0.042\t6870\t100\t0.114\t0.087\t0.563\t0.098\t0.438\t0.029\t-0.564\t0.080\t\n",
"OGLE-LMC-RRLYR-34558\t0.662\t0.050\t0.714\t0.019\t1.581\t0.042\t6320\t100\t0.290\t0.088\t0.864\t0.099\t0.569\t0.028\t-0.593\t0.078\t\n",
"OGLE-LMC-RRLYR-34562\t0.573\t0.051\t0.726\t0.019\t1.549\t0.043\t6140\t100\t0.319\t0.090\t0.93\t0.10\t0.618\t0.028\t-0.638\t0.078\t\n",
"OGLE-LMC-RRLYR-34565\t0.582\t0.052\t0.705\t0.020\t1.635\t0.042\t6580\t100\t0.218\t0.088\t0.717\t0.099\t0.502\t0.028\t-0.563\t0.079\t\n",
"OGLE-LMC-RRLYR-34575\t0.598\t0.051\t0.728\t0.020\t1.679\t0.042\t6560\t100\t0.139\t0.088\t0.633\t0.099\t0.501\t0.028\t-0.647\t0.079\t\n",
"OGLE-LMC-RRLYR-34597\t0.688\t0.050\t0.800\t0.019\t1.771\t0.042\t6400\t100\t-0.131\t0.088\t0.40\t0.10\t0.533\t0.029\t-0.959\t0.078\t\n",
"OGLE-LMC-RRLYR-34627\t0.638\t0.060\t0.766\t0.024\t1.715\t0.047\t6390\t110\t-0.015\t0.099\t0.53\t0.11\t0.540\t0.030\t-0.849\t0.095\t\n",
"OGLE-LMC-RRLYR-34628\t0.663\t0.051\t0.742\t0.019\t1.651\t0.042\t6350\t100\t0.152\t0.087\t0.701\t0.099\t0.553\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-34631\t0.581\t0.053\t0.713\t0.020\t1.699\t0.042\t6770\t100\t0.108\t0.088\t0.575\t0.099\t0.457\t0.029\t-0.596\t0.080\t\n",
"OGLE-LMC-RRLYR-34643\t0.605\t0.051\t0.731\t0.019\t1.708\t0.042\t6640\t100\t0.072\t0.087\t0.558\t0.099\t0.485\t0.028\t-0.685\t0.078\t\n",
"OGLE-LMC-RRLYR-34653\t0.606\t0.053\t0.710\t0.020\t1.664\t0.042\t6640\t100\t0.165\t0.088\t0.655\t0.099\t0.488\t0.029\t-0.594\t0.081\t\n",
"OGLE-LMC-RRLYR-34657\t0.676\t0.057\t0.735\t0.022\t1.635\t0.043\t6340\t120\t0.208\t0.091\t0.76\t0.10\t0.556\t0.032\t-0.654\t0.087\t\n",
"OGLE-LMC-RRLYR-34659\t0.571\t0.051\t0.709\t0.019\t1.696\t0.042\t6750\t100\t0.110\t0.087\t0.576\t0.099\t0.459\t0.028\t-0.606\t0.078\t\n",
"OGLE-LMC-RRLYR-34662\t0.700\t0.051\t0.756\t0.019\t1.687\t0.042\t6380\t100\t0.099\t0.087\t0.641\t0.099\t0.544\t0.028\t-0.748\t0.078\t\n",
"OGLE-LMC-RRLYR-34679\t0.674\t0.053\t0.753\t0.020\t1.597\t0.042\t6050\t110\t0.179\t0.089\t0.82\t0.10\t0.634\t0.030\t-0.803\t0.080\t\n",
"OGLE-LMC-RRLYR-34693\t0.730\t0.060\t0.761\t0.023\t1.683\t0.045\t6310\t120\t0.081\t0.094\t0.63\t0.11\t0.564\t0.032\t-0.796\t0.089\t\n",
"OGLE-LMC-RRLYR-34701\t0.724\t0.050\t0.806\t0.019\t1.745\t0.042\t6240\t100\t-0.087\t0.087\t0.483\t0.099\t0.577\t0.028\t-0.987\t0.078\t\n",
"OGLE-LMC-RRLYR-34702\t0.604\t0.050\t0.716\t0.019\t1.625\t0.042\t6440\t100\t0.202\t0.087\t0.752\t0.098\t0.539\t0.028\t-0.636\t0.077\t\n",
"OGLE-LMC-RRLYR-34707\t0.610\t0.051\t0.700\t0.020\t1.641\t0.042\t6620\t100\t0.256\t0.088\t0.739\t0.099\t0.487\t0.028\t-0.505\t0.079\t\n",
"OGLE-LMC-RRLYR-34731\t0.698\t0.057\t0.747\t0.021\t1.604\t0.043\t6180\t110\t0.243\t0.090\t0.84\t0.10\t0.602\t0.031\t-0.686\t0.084\t\n",
"OGLE-LMC-RRLYR-34738\t0.550\t0.051\t0.681\t0.019\t1.660\t0.042\t6860\t100\t0.201\t0.087\t0.651\t0.098\t0.441\t0.028\t-0.478\t0.078\t\n",
"OGLE-LMC-RRLYR-34745\t0.750\t0.050\t0.799\t0.019\t1.709\t0.042\t6170\t100\t-0.011\t0.087\t0.595\t0.098\t0.604\t0.028\t-0.952\t0.078\t\n",
"OGLE-LMC-RRLYR-34746\t0.734\t0.056\t0.751\t0.020\t1.723\t0.042\t6540\t100\t0.034\t0.089\t0.555\t0.099\t0.517\t0.029\t-0.770\t0.082\t\n",
"OGLE-LMC-RRLYR-34797\t0.641\t0.051\t0.764\t0.020\t1.762\t0.042\t6610\t100\t-0.082\t0.088\t0.424\t0.099\t0.500\t0.028\t-0.861\t0.080\t\n",
"OGLE-LMC-RRLYR-34836\t0.594\t0.050\t0.747\t0.019\t1.757\t0.042\t6720\t100\t-0.057\t0.087\t0.421\t0.098\t0.473\t0.028\t-0.791\t0.078\t\n",
"OGLE-LMC-RRLYR-34838\t0.639\t0.062\t0.721\t0.022\t1.714\t0.046\t6760\t110\t0.123\t0.094\t0.57\t0.11\t0.457\t0.030\t-0.582\t0.089\t\n",
"OGLE-LMC-RRLYR-34884\t0.684\t0.052\t0.740\t0.019\t1.702\t0.042\t6560\t100\t0.070\t0.087\t0.592\t0.099\t0.511\t0.028\t-0.723\t0.078\t\n",
"OGLE-LMC-RRLYR-34885\t0.685\t0.050\t0.798\t0.019\t1.764\t0.042\t6340\t100\t-0.122\t0.088\t0.41\t0.10\t0.549\t0.028\t-0.976\t0.078\t\n",
"OGLE-LMC-RRLYR-34891\t0.593\t0.053\t0.737\t0.020\t1.767\t0.042\t6800\t100\t-0.028\t0.088\t0.413\t0.099\t0.445\t0.028\t-0.725\t0.080\t\n",
"OGLE-LMC-RRLYR-34905\t0.613\t0.050\t0.717\t0.019\t1.634\t0.042\t6470\t100\t0.221\t0.087\t0.743\t0.098\t0.524\t0.028\t-0.596\t0.077\t\n",
"OGLE-LMC-RRLYR-34909\t0.709\t0.057\t0.757\t0.020\t1.720\t0.043\t6500\t100\t0.017\t0.089\t0.55\t0.10\t0.527\t0.029\t-0.796\t0.081\t\n",
"OGLE-LMC-RRLYR-34931\t0.635\t0.056\t0.745\t0.020\t1.733\t0.043\t6650\t110\t-0.011\t0.089\t0.485\t0.099\t0.492\t0.029\t-0.775\t0.083\t\n",
"OGLE-LMC-RRLYR-34938\t0.653\t0.050\t0.742\t0.019\t1.569\t0.042\t6090\t100\t0.269\t0.087\t0.903\t0.099\t0.629\t0.029\t-0.693\t0.077\t\n",
"OGLE-LMC-RRLYR-34950\t0.636\t0.051\t0.737\t0.019\t1.712\t0.043\t6650\t100\t0.032\t0.090\t0.50\t0.10\t0.468\t0.028\t-0.695\t0.079\t\n",
"OGLE-LMC-RRLYR-34965\t0.637\t0.052\t0.722\t0.020\t1.565\t0.042\t6200\t100\t0.301\t0.088\t0.900\t0.099\t0.601\t0.029\t-0.625\t0.079\t\n",
"OGLE-LMC-RRLYR-34970\t0.689\t0.056\t0.753\t0.021\t1.633\t0.043\t6200\t110\t0.149\t0.089\t0.76\t0.10\t0.600\t0.029\t-0.780\t0.083\t\n",
"OGLE-LMC-RRLYR-34974\t0.536\t0.050\t0.711\t0.019\t1.659\t0.042\t6590\t100\t0.110\t0.087\t0.629\t0.099\t0.499\t0.028\t-0.669\t0.078\t\n",
"OGLE-LMC-RRLYR-35008\t0.696\t0.053\t0.743\t0.020\t1.702\t0.042\t6530\t100\t0.102\t0.089\t0.614\t0.099\t0.511\t0.028\t-0.692\t0.081\t\n",
"OGLE-LMC-RRLYR-35009\t0.644\t0.052\t0.725\t0.019\t1.668\t0.042\t6540\t100\t0.147\t0.087\t0.669\t0.099\t0.513\t0.028\t-0.643\t0.078\t\n",
"OGLE-LMC-RRLYR-35011\t0.668\t0.050\t0.766\t0.020\t1.573\t0.042\t5980\t100\t0.252\t0.087\t0.913\t0.099\t0.660\t0.028\t-0.765\t0.079\t\n",
"OGLE-LMC-RRLYR-35013\t0.655\t0.051\t0.773\t0.019\t1.762\t0.042\t6540\t100\t-0.101\t0.088\t0.421\t0.099\t0.516\t0.028\t-0.899\t0.078\t\n",
"OGLE-LMC-RRLYR-35015\t0.551\t0.050\t0.693\t0.019\t1.671\t0.042\t6810\t100\t0.154\t0.087\t0.604\t0.099\t0.442\t0.028\t-0.535\t0.077\t\n",
"OGLE-LMC-RRLYR-35042\t0.666\t0.050\t0.740\t0.019\t1.724\t0.042\t6650\t100\t0.055\t0.087\t0.546\t0.098\t0.484\t0.028\t-0.698\t0.078\t\n",
"OGLE-LMC-RRLYR-35054\t0.611\t0.053\t0.751\t0.020\t1.773\t0.042\t6720\t100\t-0.078\t0.088\t0.393\t0.099\t0.467\t0.029\t-0.808\t0.081\t\n",
"OGLE-LMC-RRLYR-35060\t0.664\t0.051\t0.744\t0.019\t1.743\t0.042\t6670\t100\t0.024\t0.087\t0.494\t0.099\t0.473\t0.028\t-0.713\t0.078\t\n",
"OGLE-LMC-RRLYR-35073\t0.628\t0.066\t0.728\t0.025\t1.707\t0.045\t6670\t120\t0.093\t0.092\t0.57\t0.10\t0.478\t0.032\t-0.650\t0.095\t\n",
"OGLE-LMC-RRLYR-35084\t0.789\t0.060\t0.789\t0.022\t1.636\t0.042\t5970\t120\t0.139\t0.088\t0.790\t0.099\t0.655\t0.032\t-0.878\t0.085\t\n",
"OGLE-LMC-RRLYR-35101\t0.616\t0.054\t0.711\t0.020\t1.667\t0.043\t6650\t100\t0.146\t0.089\t0.64\t0.10\t0.490\t0.028\t-0.613\t0.081\t\n",
"OGLE-LMC-RRLYR-35143\t0.622\t0.052\t0.754\t0.020\t1.756\t0.043\t6640\t100\t-0.044\t0.088\t0.43\t0.10\t0.484\t0.029\t-0.801\t0.080\t\n",
"OGLE-LMC-RRLYR-35153\t0.590\t0.051\t0.684\t0.019\t1.566\t0.042\t6450\t100\t0.326\t0.088\t0.887\t0.099\t0.541\t0.028\t-0.519\t0.078\t\n",
"OGLE-LMC-RRLYR-35154\t0.710\t0.051\t0.778\t0.019\t1.779\t0.042\t6560\t100\t-0.109\t0.087\t0.402\t0.099\t0.509\t0.028\t-0.903\t0.079\t\n",
"OGLE-LMC-RRLYR-35157\t0.678\t0.051\t0.807\t0.019\t1.799\t0.042\t6420\t100\t-0.210\t0.087\t0.335\t0.099\t0.541\t0.028\t-1.042\t0.078\t\n",
"OGLE-LMC-RRLYR-35197\t0.577\t0.054\t0.702\t0.020\t1.683\t0.042\t6770\t100\t0.125\t0.088\t0.602\t0.099\t0.461\t0.028\t-0.585\t0.080\t\n",
"OGLE-LMC-RRLYR-35204\t0.591\t0.063\t0.703\t0.022\t1.686\t0.044\t6780\t110\t0.129\t0.091\t0.60\t0.10\t0.458\t0.030\t-0.582\t0.088\t\n",
"OGLE-LMC-RRLYR-35238\t0.647\t0.053\t0.720\t0.020\t1.704\t0.042\t6730\t100\t0.093\t0.088\t0.576\t0.099\t0.475\t0.028\t-0.642\t0.079\t\n",
"OGLE-LMC-RRLYR-35244\t0.712\t0.053\t0.793\t0.020\t1.674\t0.042\t6100\t110\t0.038\t0.087\t0.669\t0.099\t0.625\t0.030\t-0.931\t0.079\t\n",
"OGLE-LMC-RRLYR-35270\t0.600\t0.050\t0.711\t0.019\t1.576\t0.042\t6330\t100\t0.278\t0.088\t0.864\t0.099\t0.575\t0.028\t-0.610\t0.078\t\n",
"OGLE-LMC-RRLYR-35284\t0.678\t0.050\t0.786\t0.019\t1.788\t0.042\t6550\t100\t-0.149\t0.087\t0.372\t0.099\t0.516\t0.028\t-0.945\t0.078\t\n",
"OGLE-LMC-RRLYR-35298\t0.671\t0.060\t0.780\t0.022\t1.801\t0.044\t6600\t110\t-0.139\t0.091\t0.34\t0.10\t0.490\t0.030\t-0.903\t0.087\t\n",
"OGLE-LMC-RRLYR-35299\t0.674\t0.051\t0.769\t0.019\t1.742\t0.042\t6490\t100\t-0.046\t0.087\t0.490\t0.098\t0.526\t0.028\t-0.865\t0.078\t\n",
"OGLE-LMC-RRLYR-35302\t0.636\t0.059\t0.743\t0.022\t1.747\t0.043\t6730\t110\t0.006\t0.090\t0.47\t0.10\t0.466\t0.030\t-0.709\t0.084\t\n",
"OGLE-LMC-RRLYR-35309\t0.638\t0.050\t0.748\t0.019\t1.717\t0.042\t6550\t100\t0.031\t0.087\t0.551\t0.098\t0.507\t0.028\t-0.758\t0.077\t\n",
"OGLE-LMC-RRLYR-35316\t0.654\t0.051\t0.726\t0.019\t1.680\t0.042\t6590\t100\t0.118\t0.087\t0.624\t0.099\t0.502\t0.028\t-0.658\t0.078\t\n",
"OGLE-LMC-RRLYR-35321\t0.626\t0.050\t0.765\t0.019\t1.549\t0.042\t5890\t100\t0.293\t0.088\t0.983\t0.099\t0.686\t0.029\t-0.762\t0.079\t\n",
"OGLE-LMC-RRLYR-35335\t0.590\t0.050\t0.705\t0.019\t1.560\t0.042\t6320\t100\t0.343\t0.087\t0.916\t0.099\t0.571\t0.028\t-0.545\t0.078\t\n",
"OGLE-LMC-RRLYR-35342\t0.644\t0.051\t0.733\t0.020\t1.673\t0.043\t6510\t100\t0.089\t0.089\t0.60\t0.10\t0.507\t0.029\t-0.707\t0.079\t\n",
"OGLE-LMC-RRLYR-35345\t0.586\t0.055\t0.711\t0.020\t1.701\t0.042\t6780\t100\t0.102\t0.088\t0.560\t0.099\t0.453\t0.029\t-0.598\t0.080\t\n",
"OGLE-LMC-RRLYR-35353\t0.655\t0.052\t0.739\t0.020\t1.599\t0.042\t6180\t100\t0.220\t0.088\t0.82\t0.10\t0.601\t0.030\t-0.711\t0.079\t\n",
"OGLE-LMC-RRLYR-35364\t0.634\t0.050\t0.749\t0.019\t1.572\t0.042\t6060\t99\t0.268\t0.087\t0.911\t0.099\t0.641\t0.028\t-0.720\t0.077\t\n",
"OGLE-LMC-RRLYR-35372\t0.741\t0.059\t0.788\t0.022\t1.760\t0.046\t6440\t110\t-0.075\t0.094\t0.44\t0.11\t0.518\t0.030\t-0.883\t0.085\t\n",
"OGLE-LMC-RRLYR-35387\t0.716\t0.050\t0.754\t0.019\t1.721\t0.042\t6520\t100\t0.039\t0.087\t0.561\t0.098\t0.518\t0.028\t-0.763\t0.077\t\n",
"OGLE-LMC-RRLYR-35388\t0.627\t0.051\t0.755\t0.019\t1.786\t0.042\t6730\t100\t-0.101\t0.087\t0.363\t0.099\t0.463\t0.028\t-0.819\t0.078\t\n",
"OGLE-LMC-RRLYR-35392\t0.710\t0.051\t0.761\t0.020\t1.669\t0.042\t6300\t100\t0.105\t0.088\t0.66\t0.10\t0.569\t0.028\t-0.778\t0.079\t\n",
"OGLE-LMC-RRLYR-35424\t0.649\t0.063\t0.728\t0.022\t1.756\t0.044\t6840\t110\t-0.010\t0.092\t0.43\t0.10\t0.440\t0.029\t-0.691\t0.088\t\n",
"OGLE-LMC-RRLYR-35425\t0.600\t0.051\t0.727\t0.020\t1.629\t0.042\t6390\t100\t0.204\t0.088\t0.745\t0.099\t0.546\t0.028\t-0.649\t0.079\t\n",
"OGLE-LMC-RRLYR-35428\t0.756\t0.050\t0.806\t0.019\t1.694\t0.042\t6130\t100\t-0.013\t0.088\t0.59\t0.10\t0.609\t0.028\t-0.957\t0.077\t\n",
"OGLE-LMC-RRLYR-35445\t0.640\t0.061\t0.728\t0.022\t1.666\t0.044\t6520\t110\t0.122\t0.092\t0.65\t0.10\t0.521\t0.029\t-0.682\t0.087\t\n",
"OGLE-LMC-RRLYR-35468\t0.661\t0.050\t0.754\t0.020\t1.665\t0.042\t6310\t100\t0.132\t0.088\t0.678\t0.099\t0.555\t0.028\t-0.746\t0.078\t\n",
"OGLE-LMC-RRLYR-35481\t0.673\t0.057\t0.805\t0.021\t1.794\t0.043\t6410\t110\t-0.201\t0.091\t0.34\t0.10\t0.543\t0.031\t-1.036\t0.088\t\n",
"OGLE-LMC-RRLYR-35486\t0.592\t0.055\t0.721\t0.021\t1.739\t0.043\t6830\t100\t0.040\t0.088\t0.48\t0.10\t0.438\t0.029\t-0.640\t0.081\t\n",
"OGLE-LMC-RRLYR-35489\t0.703\t0.051\t0.797\t0.019\t1.766\t0.042\t6370\t100\t-0.104\t0.087\t0.426\t0.099\t0.539\t0.028\t-0.948\t0.078\t\n",
"OGLE-LMC-RRLYR-35490\t0.595\t0.058\t0.718\t0.021\t1.659\t0.044\t6570\t110\t0.158\t0.090\t0.67\t0.10\t0.504\t0.029\t-0.620\t0.084\t\n",
"OGLE-LMC-RRLYR-35494\t0.557\t0.051\t0.708\t0.019\t1.592\t0.042\t6410\t100\t0.284\t0.088\t0.81\t0.10\t0.532\t0.028\t-0.547\t0.077\t\n",
"OGLE-LMC-RRLYR-35499\t0.585\t0.056\t0.669\t0.021\t1.648\t0.043\t6880\t110\t0.237\t0.090\t0.66\t0.10\t0.429\t0.030\t-0.434\t0.084\t\n",
"OGLE-LMC-RRLYR-35502\t0.610\t0.052\t0.722\t0.019\t1.664\t0.042\t6560\t100\t0.133\t0.088\t0.647\t0.099\t0.510\t0.028\t-0.657\t0.079\t\n",
"OGLE-LMC-RRLYR-35515\t0.649\t0.056\t0.715\t0.020\t1.663\t0.043\t6610\t100\t0.160\t0.090\t0.67\t0.10\t0.502\t0.029\t-0.620\t0.082\t\n",
"OGLE-LMC-RRLYR-35518\t0.586\t0.050\t0.732\t0.019\t1.583\t0.042\t6200\t100\t0.259\t0.087\t0.850\t0.099\t0.595\t0.028\t-0.671\t0.077\t\n",
"OGLE-LMC-RRLYR-35520\t0.636\t0.063\t0.733\t0.023\t1.705\t0.045\t6650\t110\t0.112\t0.092\t0.59\t0.10\t0.483\t0.030\t-0.629\t0.088\t\n",
"OGLE-LMC-RRLYR-35545\t0.566\t0.051\t0.710\t0.019\t1.698\t0.042\t6770\t100\t0.121\t0.087\t0.575\t0.099\t0.453\t0.028\t-0.586\t0.078\t\n",
"OGLE-LMC-RRLYR-35550\t0.672\t0.050\t0.750\t0.019\t1.715\t0.042\t6530\t100\t0.038\t0.087\t0.556\t0.098\t0.514\t0.028\t-0.765\t0.077\t\n",
"OGLE-LMC-RRLYR-35551\t0.569\t0.050\t0.704\t0.019\t1.648\t0.042\t6620\t100\t0.172\t0.087\t0.682\t0.098\t0.496\t0.028\t-0.594\t0.077\t\n",
"OGLE-LMC-RRLYR-35560\t0.529\t0.050\t0.758\t0.019\t1.530\t0.042\t5841\t99\t0.281\t0.087\t1.001\t0.099\t0.707\t0.028\t-0.802\t0.077\t\n",
"OGLE-LMC-RRLYR-35566\t0.714\t0.052\t0.760\t0.020\t1.722\t0.042\t6470\t100\t0.022\t0.087\t0.539\t0.099\t0.523\t0.028\t-0.791\t0.078\t\n",
"OGLE-LMC-RRLYR-35567\t0.624\t0.051\t0.718\t0.019\t1.617\t0.042\t6410\t100\t0.209\t0.087\t0.769\t0.099\t0.548\t0.028\t-0.640\t0.078\t\n",
"OGLE-LMC-RRLYR-35579\t0.637\t0.055\t0.745\t0.022\t1.584\t0.044\t6120\t110\t0.242\t0.093\t0.87\t0.10\t0.626\t0.030\t-0.719\t0.085\t\n",
"OGLE-LMC-RRLYR-35581\t0.638\t0.051\t0.718\t0.019\t1.638\t0.042\t6500\t100\t0.193\t0.088\t0.721\t0.099\t0.526\t0.028\t-0.621\t0.078\t\n",
"OGLE-LMC-RRLYR-35582\t0.743\t0.069\t0.762\t0.024\t1.809\t0.046\t6770\t110\t-0.104\t0.096\t0.34\t0.11\t0.452\t0.030\t-0.820\t0.096\t\n",
"OGLE-LMC-RRLYR-35586\t0.608\t0.053\t0.721\t0.020\t1.641\t0.042\t6470\t100\t0.184\t0.089\t0.71\t0.10\t0.529\t0.028\t-0.636\t0.080\t\n",
"OGLE-LMC-RRLYR-35588\t0.618\t0.052\t0.723\t0.019\t1.631\t0.042\t6420\t100\t0.207\t0.087\t0.738\t0.099\t0.538\t0.028\t-0.631\t0.078\t\n",
"OGLE-LMC-RRLYR-35590\t0.592\t0.050\t0.720\t0.019\t1.700\t0.042\t6710\t100\t0.097\t0.087\t0.575\t0.098\t0.469\t0.028\t-0.626\t0.078\t\n",
"OGLE-LMC-RRLYR-35592\t0.682\t0.052\t0.759\t0.020\t1.698\t0.042\t6400\t100\t0.065\t0.088\t0.595\t0.099\t0.538\t0.029\t-0.773\t0.079\t\n",
"OGLE-LMC-RRLYR-35595\t0.614\t0.050\t0.708\t0.019\t1.666\t0.042\t6660\t100\t0.185\t0.087\t0.666\t0.099\t0.480\t0.028\t-0.566\t0.077\t\n",
"OGLE-LMC-RRLYR-35598\t0.628\t0.052\t0.753\t0.020\t1.780\t0.042\t6740\t100\t-0.094\t0.088\t0.374\t0.099\t0.463\t0.028\t-0.812\t0.079\t\n",
"OGLE-LMC-RRLYR-35604\t0.542\t0.051\t0.709\t0.019\t1.704\t0.042\t6790\t100\t0.076\t0.087\t0.535\t0.098\t0.452\t0.028\t-0.626\t0.079\t\n",
"OGLE-LMC-RRLYR-35606\t0.663\t0.050\t0.729\t0.019\t1.691\t0.042\t6610\t100\t0.097\t0.087\t0.602\t0.098\t0.499\t0.028\t-0.677\t0.077\t\n",
"OGLE-LMC-RRLYR-35618\t0.734\t0.049\t0.780\t0.019\t1.722\t0.042\t6347\t99\t0.022\t0.087\t0.554\t0.098\t0.545\t0.028\t-0.830\t0.077\t\n",
"OGLE-LMC-RRLYR-35625\t0.642\t0.050\t0.720\t0.019\t1.646\t0.042\t6510\t100\t0.174\t0.087\t0.708\t0.098\t0.522\t0.028\t-0.639\t0.078\t\n",
"OGLE-LMC-RRLYR-35626\t0.687\t0.050\t0.760\t0.019\t1.573\t0.042\t5960\t100\t0.256\t0.087\t0.923\t0.099\t0.668\t0.028\t-0.770\t0.078\t\n",
"OGLE-LMC-RRLYR-35628\t0.758\t0.050\t0.825\t0.019\t1.793\t0.042\t6270\t100\t-0.207\t0.087\t0.372\t0.099\t0.578\t0.028\t-1.101\t0.077\t\n",
"OGLE-LMC-RRLYR-35633\t0.731\t0.055\t0.766\t0.020\t1.628\t0.042\t6090\t110\t0.150\t0.089\t0.79\t0.10\t0.626\t0.030\t-0.814\t0.083\t\n",
"OGLE-LMC-RRLYR-35637\t0.598\t0.051\t0.690\t0.019\t1.665\t0.042\t6800\t100\t0.203\t0.087\t0.653\t0.099\t0.449\t0.028\t-0.495\t0.078\t\n",
"OGLE-LMC-RRLYR-35638\t0.649\t0.053\t0.729\t0.020\t1.666\t0.043\t6500\t100\t0.137\t0.089\t0.65\t0.10\t0.520\t0.028\t-0.676\t0.081\t\n",
"OGLE-LMC-RRLYR-35639\t0.578\t0.050\t0.715\t0.019\t1.702\t0.042\t6750\t100\t0.100\t0.087\t0.571\t0.098\t0.458\t0.028\t-0.613\t0.077\t\n",
"OGLE-LMC-RRLYR-35670\t0.735\t0.057\t0.745\t0.020\t1.700\t0.043\t6510\t100\t0.079\t0.089\t0.60\t0.10\t0.524\t0.029\t-0.736\t0.082\t\n",
"OGLE-LMC-RRLYR-35680\t0.647\t0.051\t0.716\t0.019\t1.653\t0.042\t6570\t100\t0.167\t0.087\t0.683\t0.099\t0.510\t0.028\t-0.620\t0.078\t\n",
"OGLE-LMC-RRLYR-35690\t0.574\t0.050\t0.681\t0.019\t1.626\t0.042\t6750\t100\t0.257\t0.087\t0.734\t0.099\t0.472\t0.028\t-0.470\t0.077\t\n",
"OGLE-LMC-RRLYR-35700\t0.648\t0.056\t0.738\t0.021\t1.616\t0.042\t6250\t110\t0.187\t0.089\t0.779\t0.099\t0.584\t0.029\t-0.722\t0.083\t\n",
"OGLE-LMC-RRLYR-35703\t0.776\t0.057\t0.766\t0.021\t1.675\t0.043\t6250\t100\t0.093\t0.089\t0.66\t0.10\t0.581\t0.029\t-0.809\t0.083\t\n",
"OGLE-LMC-RRLYR-35707\t0.688\t0.050\t0.762\t0.019\t1.660\t0.042\t6260\t100\t0.108\t0.087\t0.681\t0.099\t0.579\t0.028\t-0.787\t0.077\t\n",
"OGLE-LMC-RRLYR-35711\t0.777\t0.050\t0.821\t0.019\t1.671\t0.042\t5880\t100\t0.033\t0.087\t0.706\t0.099\t0.676\t0.028\t-1.015\t0.078\t\n",
"OGLE-LMC-RRLYR-35714\t0.721\t0.050\t0.744\t0.019\t1.656\t0.042\t6360\t100\t0.140\t0.087\t0.707\t0.098\t0.562\t0.028\t-0.731\t0.077\t\n",
"OGLE-LMC-RRLYR-35726\t0.716\t0.050\t0.760\t0.019\t1.608\t0.042\t6080\t100\t0.208\t0.087\t0.843\t0.099\t0.630\t0.028\t-0.771\t0.077\t\n",
"OGLE-LMC-RRLYR-35732\t0.693\t0.050\t0.749\t0.019\t1.720\t0.042\t6563\t99\t0.029\t0.087\t0.542\t0.098\t0.508\t0.028\t-0.761\t0.077\t\n",
"OGLE-LMC-RRLYR-35734\t0.610\t0.050\t0.752\t0.019\t1.718\t0.041\t6536\t99\t-0.009\t0.087\t0.515\t0.098\t0.517\t0.028\t-0.813\t0.077\t\n",
"OGLE-LMC-RRLYR-35737\t0.640\t0.050\t0.719\t0.019\t1.617\t0.042\t6410\t100\t0.250\t0.087\t0.789\t0.098\t0.542\t0.028\t-0.594\t0.077\t\n",
"OGLE-LMC-RRLYR-35738\t0.668\t0.057\t0.739\t0.021\t1.700\t0.043\t6550\t110\t0.075\t0.089\t0.587\t0.099\t0.509\t0.029\t-0.718\t0.084\t\n",
"OGLE-LMC-RRLYR-35743\t0.717\t0.050\t0.827\t0.019\t1.775\t0.042\t6240\t100\t-0.185\t0.088\t0.39\t0.10\t0.579\t0.028\t-1.080\t0.077\t\n",
"OGLE-LMC-RRLYR-35763\t0.581\t0.049\t0.663\t0.019\t1.515\t0.042\t6440\t100\t0.423\t0.087\t0.979\t0.099\t0.540\t0.028\t-0.416\t0.077\t\n",
"OGLE-LMC-RRLYR-35774\t0.739\t0.050\t0.760\t0.019\t1.599\t0.042\t6070\t100\t0.233\t0.087\t0.872\t0.099\t0.636\t0.028\t-0.740\t0.078\t\n",
"OGLE-LMC-RRLYR-35783\t0.707\t0.056\t0.754\t0.021\t1.713\t0.043\t6480\t100\t0.043\t0.088\t0.565\t0.099\t0.523\t0.029\t-0.760\t0.082\t\n",
"OGLE-LMC-RRLYR-35788\t0.614\t0.051\t0.712\t0.019\t1.706\t0.042\t6780\t100\t0.111\t0.087\t0.564\t0.099\t0.451\t0.028\t-0.587\t0.078\t\n",
"OGLE-LMC-RRLYR-35793\t0.745\t0.051\t0.769\t0.019\t1.680\t0.042\t6250\t100\t0.070\t0.088\t0.653\t0.099\t0.584\t0.028\t-0.841\t0.078\t\n",
"OGLE-LMC-RRLYR-35805\t0.594\t0.051\t0.729\t0.019\t1.742\t0.042\t6780\t100\t-0.001\t0.087\t0.459\t0.099\t0.454\t0.028\t-0.707\t0.078\t\n",
"OGLE-LMC-RRLYR-35807\t0.646\t0.060\t0.718\t0.022\t1.565\t0.043\t6200\t110\t0.324\t0.089\t0.928\t0.099\t0.596\t0.031\t-0.603\t0.085\t\n",
"OGLE-LMC-RRLYR-35814\t0.663\t0.052\t0.723\t0.020\t1.613\t0.042\t6370\t100\t0.232\t0.088\t0.781\t0.099\t0.555\t0.028\t-0.629\t0.079\t\n",
"OGLE-LMC-RRLYR-35826\t0.689\t0.051\t0.770\t0.019\t1.759\t0.042\t6540\t100\t-0.078\t0.087\t0.429\t0.099\t0.510\t0.028\t-0.865\t0.078\t\n",
"OGLE-LMC-RRLYR-35839\t0.653\t0.051\t0.743\t0.019\t1.653\t0.042\t6370\t100\t0.145\t0.087\t0.707\t0.099\t0.554\t0.028\t-0.708\t0.078\t\n",
"OGLE-LMC-RRLYR-35841\t0.696\t0.050\t0.743\t0.019\t1.603\t0.042\t6200\t100\t0.246\t0.087\t0.847\t0.099\t0.598\t0.028\t-0.674\t0.078\t\n",
"OGLE-LMC-RRLYR-35864\t0.556\t0.051\t0.695\t0.019\t1.648\t0.042\t6690\t100\t0.201\t0.087\t0.681\t0.099\t0.475\t0.028\t-0.536\t0.078\t\n",
"OGLE-LMC-RRLYR-35901\t0.640\t0.054\t0.737\t0.021\t1.642\t0.045\t6340\t110\t0.179\t0.091\t0.71\t0.10\t0.551\t0.029\t-0.690\t0.082\t\n",
"OGLE-LMC-RRLYR-35904\t0.660\t0.052\t0.732\t0.020\t1.694\t0.042\t6570\t100\t0.105\t0.088\t0.601\t0.099\t0.499\t0.028\t-0.675\t0.078\t\n",
"OGLE-LMC-RRLYR-35908\t0.603\t0.059\t0.699\t0.022\t1.698\t0.044\t6860\t110\t0.128\t0.090\t0.57\t0.10\t0.435\t0.031\t-0.544\t0.085\t\n",
"OGLE-LMC-RRLYR-35910\t0.639\t0.050\t0.787\t0.019\t1.612\t0.042\t5900\t100\t0.129\t0.087\t0.824\t0.099\t0.686\t0.029\t-0.922\t0.078\t\n",
"OGLE-LMC-RRLYR-35922\t0.629\t0.050\t0.734\t0.019\t1.724\t0.042\t6690\t100\t0.027\t0.087\t0.515\t0.098\t0.478\t0.028\t-0.712\t0.078\t\n",
"OGLE-LMC-RRLYR-35923\t0.646\t0.060\t0.725\t0.021\t1.632\t0.044\t6420\t110\t0.203\t0.093\t0.74\t0.10\t0.544\t0.029\t-0.650\t0.087\t\n",
"OGLE-LMC-RRLYR-35924\t0.628\t0.061\t0.719\t0.022\t1.647\t0.045\t6520\t110\t0.161\t0.092\t0.69\t0.10\t0.520\t0.031\t-0.645\t0.088\t\n",
"OGLE-LMC-RRLYR-35962\t0.556\t0.052\t0.732\t0.020\t1.710\t0.042\t6640\t100\t0.026\t0.088\t0.515\t0.099\t0.488\t0.028\t-0.734\t0.080\t\n",
"OGLE-LMC-RRLYR-35969\t0.632\t0.051\t0.704\t0.019\t1.642\t0.042\t6600\t100\t0.241\t0.087\t0.724\t0.099\t0.492\t0.028\t-0.528\t0.078\t\n",
"OGLE-LMC-RRLYR-35976\t0.550\t0.051\t0.685\t0.019\t1.625\t0.042\t6690\t100\t0.252\t0.087\t0.736\t0.099\t0.478\t0.028\t-0.486\t0.078\t\n",
"OGLE-LMC-RRLYR-35988\t0.645\t0.050\t0.787\t0.019\t1.636\t0.042\t5980\t100\t0.076\t0.087\t0.750\t0.099\t0.665\t0.028\t-0.948\t0.077\t\n",
"OGLE-LMC-RRLYR-35994\t0.615\t0.053\t0.725\t0.020\t1.710\t0.043\t6670\t100\t0.093\t0.088\t0.55\t0.10\t0.473\t0.028\t-0.653\t0.080\t\n",
"OGLE-LMC-RRLYR-36011\t0.640\t0.056\t0.742\t0.021\t1.670\t0.043\t6410\t110\t0.090\t0.090\t0.65\t0.10\t0.544\t0.030\t-0.768\t0.085\t\n",
"OGLE-LMC-RRLYR-36014\t0.740\t0.052\t0.781\t0.020\t1.628\t0.042\t6000\t110\t0.139\t0.088\t0.80\t0.10\t0.651\t0.031\t-0.860\t0.079\t\n",
"OGLE-LMC-RRLYR-36016\t0.716\t0.058\t0.777\t0.021\t1.739\t0.043\t6420\t110\t-0.028\t0.089\t0.49\t0.10\t0.534\t0.030\t-0.859\t0.084\t\n",
"OGLE-LMC-RRLYR-36032\t0.548\t0.050\t0.720\t0.019\t1.577\t0.042\t6300\t100\t0.280\t0.088\t0.84\t0.10\t0.568\t0.028\t-0.601\t0.077\t\n",
"OGLE-LMC-RRLYR-36040\t0.529\t0.050\t0.720\t0.019\t1.739\t0.042\t6843\t99\t0.010\t0.087\t0.454\t0.098\t0.444\t0.028\t-0.683\t0.078\t\n",
"OGLE-LMC-RRLYR-36067\t0.609\t0.051\t0.712\t0.019\t1.657\t0.042\t6590\t100\t0.161\t0.087\t0.674\t0.098\t0.502\t0.028\t-0.615\t0.078\t\n",
"OGLE-LMC-RRLYR-36069\t0.685\t0.050\t0.773\t0.019\t1.637\t0.042\t6100\t100\t0.117\t0.087\t0.740\t0.098\t0.623\t0.028\t-0.842\t0.078\t\n",
"OGLE-LMC-RRLYR-36070\t0.567\t0.051\t0.706\t0.019\t1.613\t0.042\t6470\t100\t0.221\t0.087\t0.767\t0.099\t0.530\t0.028\t-0.599\t0.078\t\n",
"OGLE-LMC-RRLYR-36081\t0.629\t0.051\t0.706\t0.019\t1.643\t0.042\t6600\t100\t0.195\t0.088\t0.707\t0.099\t0.503\t0.028\t-0.586\t0.078\t\n",
"OGLE-LMC-RRLYR-36093\t0.615\t0.061\t0.721\t0.023\t1.690\t0.045\t6650\t110\t0.120\t0.092\t0.59\t0.10\t0.478\t0.030\t-0.626\t0.090\t\n",
"OGLE-LMC-RRLYR-36106\t0.631\t0.050\t0.730\t0.019\t1.587\t0.042\t6220\t100\t0.244\t0.087\t0.849\t0.099\t0.597\t0.028\t-0.674\t0.077\t\n",
"OGLE-LMC-RRLYR-36117\t0.625\t0.050\t0.743\t0.019\t1.653\t0.042\t6360\t100\t0.103\t0.087\t0.676\t0.098\t0.561\t0.028\t-0.763\t0.078\t\n",
"OGLE-LMC-RRLYR-36123\t0.675\t0.055\t0.763\t0.021\t1.607\t0.042\t6050\t110\t0.183\t0.088\t0.82\t0.10\t0.635\t0.031\t-0.789\t0.082\t\n",
"OGLE-LMC-RRLYR-36124\t0.593\t0.053\t0.697\t0.020\t1.629\t0.043\t6620\t100\t0.226\t0.088\t0.73\t0.10\t0.498\t0.029\t-0.544\t0.079\t\n",
"OGLE-LMC-RRLYR-36127\t0.653\t0.058\t0.753\t0.022\t1.705\t0.044\t6470\t110\t0.058\t0.090\t0.57\t0.10\t0.520\t0.030\t-0.754\t0.086\t\n",
"OGLE-LMC-RRLYR-36137\t0.586\t0.050\t0.775\t0.019\t1.656\t0.042\t6149\t99\t0.071\t0.087\t0.686\t0.098\t0.613\t0.028\t-0.880\t0.077\t\n",
"OGLE-LMC-RRLYR-36140\t0.625\t0.058\t0.799\t0.022\t1.848\t0.043\t6640\t110\t-0.285\t0.091\t0.19\t0.10\t0.483\t0.031\t-1.030\t0.088\t\n",
"OGLE-LMC-RRLYR-36167\t0.598\t0.053\t0.721\t0.020\t1.664\t0.042\t6570\t110\t0.125\t0.088\t0.645\t0.099\t0.510\t0.029\t-0.665\t0.082\t\n",
"OGLE-LMC-RRLYR-36185\t0.646\t0.053\t0.743\t0.021\t1.714\t0.044\t6590\t100\t0.068\t0.091\t0.53\t0.10\t0.478\t0.029\t-0.681\t0.081\t\n",
"OGLE-LMC-RRLYR-36189\t0.511\t0.056\t0.732\t0.021\t1.723\t0.043\t6690\t110\t-0.008\t0.090\t0.47\t0.10\t0.475\t0.030\t-0.745\t0.086\t\n",
"OGLE-LMC-RRLYR-36194\t0.563\t0.051\t0.717\t0.019\t1.564\t0.042\t6250\t100\t0.314\t0.087\t0.891\t0.099\t0.584\t0.029\t-0.595\t0.078\t\n",
"OGLE-LMC-RRLYR-36207\t0.669\t0.054\t0.770\t0.021\t1.684\t0.043\t6280\t110\t0.038\t0.089\t0.616\t0.099\t0.574\t0.029\t-0.850\t0.084\t\n",
"OGLE-LMC-RRLYR-36208\t0.631\t0.057\t0.759\t0.023\t1.702\t0.046\t6400\t110\t0.026\t0.094\t0.55\t0.10\t0.538\t0.032\t-0.824\t0.091\t\n",
"OGLE-LMC-RRLYR-36240\t0.655\t0.050\t0.732\t0.019\t1.622\t0.042\t6320\t100\t0.195\t0.087\t0.766\t0.099\t0.568\t0.028\t-0.686\t0.078\t\n",
"OGLE-LMC-RRLYR-36246\t0.680\t0.052\t0.770\t0.020\t1.666\t0.043\t6250\t100\t0.113\t0.089\t0.69\t0.10\t0.584\t0.028\t-0.781\t0.080\t\n",
"OGLE-LMC-RRLYR-36249\t0.694\t0.061\t0.762\t0.023\t1.791\t0.044\t6700\t110\t-0.111\t0.092\t0.34\t0.10\t0.468\t0.031\t-0.842\t0.091\t\n",
"OGLE-LMC-RRLYR-36271\t0.578\t0.051\t0.694\t0.019\t1.651\t0.042\t6720\t100\t0.195\t0.087\t0.671\t0.099\t0.470\t0.028\t-0.534\t0.078\t\n",
"OGLE-LMC-RRLYR-36273\t0.637\t0.051\t0.744\t0.019\t1.688\t0.042\t6470\t100\t0.072\t0.087\t0.603\t0.098\t0.528\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-36300\t0.622\t0.053\t0.749\t0.020\t1.627\t0.042\t6230\t110\t0.127\t0.088\t0.745\t0.099\t0.597\t0.030\t-0.789\t0.080\t\n",
"OGLE-LMC-RRLYR-36318\t0.574\t0.050\t0.694\t0.019\t1.676\t0.042\t6790\t100\t0.154\t0.088\t0.607\t0.099\t0.445\t0.028\t-0.543\t0.078\t\n",
"OGLE-LMC-RRLYR-36322\t0.703\t0.065\t0.748\t0.023\t1.632\t0.044\t6260\t120\t0.178\t0.093\t0.76\t0.10\t0.586\t0.033\t-0.717\t0.092\t\n",
"OGLE-LMC-RRLYR-36367\t0.624\t0.050\t0.756\t0.019\t1.696\t0.043\t6420\t100\t0.063\t0.088\t0.58\t0.10\t0.531\t0.028\t-0.767\t0.078\t\n",
"OGLE-LMC-RRLYR-36377\t0.582\t0.053\t0.712\t0.020\t1.708\t0.042\t6790\t100\t0.071\t0.087\t0.543\t0.099\t0.453\t0.028\t-0.627\t0.078\t\n",
"OGLE-LMC-RRLYR-36382\t0.619\t0.050\t0.767\t0.019\t1.627\t0.042\t6090\t100\t0.118\t0.088\t0.76\t0.10\t0.633\t0.028\t-0.855\t0.078\t\n",
"OGLE-LMC-RRLYR-36402\t0.621\t0.053\t0.710\t0.020\t1.701\t0.042\t6770\t100\t0.150\t0.088\t0.596\t0.099\t0.452\t0.028\t-0.558\t0.080\t\n",
"OGLE-LMC-RRLYR-36407\t0.589\t0.051\t0.691\t0.019\t1.606\t0.042\t6570\t100\t0.290\t0.087\t0.805\t0.099\t0.506\t0.028\t-0.497\t0.078\t\n",
"OGLE-LMC-RRLYR-36440\t0.637\t0.063\t0.724\t0.022\t1.633\t0.046\t6410\t110\t0.172\t0.094\t0.73\t0.10\t0.547\t0.029\t-0.669\t0.089\t\n",
"OGLE-LMC-RRLYR-36453\t0.695\t0.050\t0.761\t0.019\t1.569\t0.042\t5970\t100\t0.265\t0.087\t0.928\t0.098\t0.663\t0.028\t-0.750\t0.078\t\n",
"OGLE-LMC-RRLYR-36472\t0.521\t0.049\t0.665\t0.019\t1.584\t0.042\t6700\t100\t0.325\t0.087\t0.811\t0.098\t0.480\t0.028\t-0.419\t0.077\t\n",
"OGLE-LMC-RRLYR-36477\t0.604\t0.057\t0.748\t0.022\t1.745\t0.043\t6660\t110\t-0.039\t0.090\t0.45\t0.10\t0.484\t0.031\t-0.790\t0.088\t\n",
"OGLE-LMC-RRLYR-36495\t0.629\t0.054\t0.757\t0.020\t1.636\t0.042\t6210\t100\t0.130\t0.089\t0.72\t0.10\t0.593\t0.030\t-0.791\t0.080\t\n",
"OGLE-LMC-RRLYR-36514\t0.592\t0.054\t0.711\t0.021\t1.688\t0.043\t6730\t110\t0.110\t0.090\t0.57\t0.10\t0.461\t0.031\t-0.600\t0.082\t\n",
"OGLE-LMC-RRLYR-36519\t0.658\t0.055\t0.755\t0.021\t1.695\t0.042\t6430\t110\t0.062\t0.088\t0.602\t0.099\t0.538\t0.030\t-0.774\t0.083\t\n",
"OGLE-LMC-RRLYR-36529\t0.660\t0.057\t0.742\t0.021\t1.697\t0.043\t6510\t110\t0.092\t0.089\t0.59\t0.10\t0.510\t0.030\t-0.704\t0.084\t\n",
"OGLE-LMC-RRLYR-36530\t0.611\t0.051\t0.723\t0.019\t1.658\t0.042\t6530\t100\t0.172\t0.087\t0.688\t0.098\t0.511\t0.028\t-0.619\t0.078\t\n",
"OGLE-LMC-RRLYR-36535\t0.764\t0.050\t0.773\t0.019\t1.664\t0.042\t6180\t100\t0.117\t0.087\t0.721\t0.098\t0.602\t0.028\t-0.798\t0.077\t\n",
"OGLE-LMC-RRLYR-36549\t0.700\t0.052\t0.758\t0.020\t1.620\t0.042\t6140\t100\t0.180\t0.087\t0.788\t0.099\t0.611\t0.029\t-0.766\t0.078\t\n",
"OGLE-LMC-RRLYR-36557\t0.597\t0.053\t0.723\t0.021\t1.568\t0.042\t6200\t110\t0.275\t0.088\t0.88\t0.10\t0.599\t0.031\t-0.649\t0.081\t\n",
"OGLE-LMC-RRLYR-36564\t0.668\t0.051\t0.743\t0.019\t1.638\t0.042\t6300\t100\t0.168\t0.087\t0.735\t0.098\t0.569\t0.028\t-0.715\t0.078\t\n",
"OGLE-LMC-RRLYR-36566\t0.741\t0.052\t0.759\t0.019\t1.691\t0.042\t6360\t100\t0.072\t0.087\t0.627\t0.099\t0.555\t0.028\t-0.790\t0.078\t\n",
"OGLE-LMC-RRLYR-36576\t0.596\t0.051\t0.679\t0.019\t1.598\t0.042\t6640\t100\t0.274\t0.087\t0.779\t0.099\t0.488\t0.029\t-0.483\t0.078\t\n",
"OGLE-LMC-RRLYR-36579\t0.659\t0.061\t0.732\t0.022\t1.672\t0.043\t6500\t110\t0.134\t0.090\t0.64\t0.10\t0.519\t0.030\t-0.672\t0.085\t\n",
"OGLE-LMC-RRLYR-36591\t0.618\t0.051\t0.723\t0.019\t1.696\t0.042\t6650\t100\t0.078\t0.088\t0.56\t0.10\t0.468\t0.028\t-0.653\t0.078\t\n",
"OGLE-LMC-RRLYR-36603\t0.635\t0.050\t0.728\t0.019\t1.587\t0.042\t6260\t100\t0.277\t0.088\t0.85\t0.10\t0.581\t0.028\t-0.624\t0.077\t\n",
"OGLE-LMC-RRLYR-36607\t0.637\t0.051\t0.735\t0.019\t1.675\t0.042\t6490\t100\t0.104\t0.087\t0.634\t0.098\t0.525\t0.028\t-0.712\t0.078\t\n",
"OGLE-LMC-RRLYR-36617\t0.646\t0.053\t0.749\t0.020\t1.600\t0.042\t6130\t110\t0.199\t0.088\t0.81\t0.10\t0.613\t0.030\t-0.748\t0.080\t\n",
"OGLE-LMC-RRLYR-36646\t0.725\t0.051\t0.790\t0.019\t1.752\t0.042\t6360\t100\t-0.085\t0.087\t0.470\t0.099\t0.555\t0.028\t-0.949\t0.078\t\n",
"OGLE-LMC-RRLYR-36654\t0.589\t0.057\t0.711\t0.021\t1.613\t0.043\t6440\t110\t0.250\t0.089\t0.77\t0.10\t0.532\t0.030\t-0.580\t0.084\t\n",
"OGLE-LMC-RRLYR-36678\t0.576\t0.050\t0.716\t0.019\t1.669\t0.042\t6630\t100\t0.126\t0.087\t0.627\t0.099\t0.493\t0.028\t-0.637\t0.078\t\n",
"OGLE-LMC-RRLYR-36679\t0.723\t0.053\t0.770\t0.021\t1.660\t0.042\t6190\t100\t0.114\t0.088\t0.703\t0.099\t0.595\t0.029\t-0.801\t0.081\t\n",
"OGLE-LMC-RRLYR-36687\t0.681\t0.060\t0.745\t0.021\t1.623\t0.045\t6220\t110\t0.171\t0.092\t0.77\t0.10\t0.595\t0.029\t-0.749\t0.086\t\n",
"OGLE-LMC-RRLYR-36700\t0.638\t0.051\t0.745\t0.019\t1.631\t0.042\t6270\t100\t0.173\t0.087\t0.746\t0.099\t0.575\t0.028\t-0.714\t0.078\t\n",
"OGLE-LMC-RRLYR-36703\t0.684\t0.054\t0.767\t0.021\t1.579\t0.042\t5960\t110\t0.237\t0.088\t0.924\t0.099\t0.674\t0.030\t-0.786\t0.082\t\n",
"OGLE-LMC-RRLYR-36711\t0.642\t0.055\t0.746\t0.021\t1.710\t0.044\t6540\t100\t0.062\t0.091\t0.56\t0.10\t0.494\t0.029\t-0.717\t0.082\t\n",
"OGLE-LMC-RRLYR-36742\t0.583\t0.051\t0.721\t0.020\t1.627\t0.042\t6430\t100\t0.198\t0.088\t0.738\t0.099\t0.539\t0.028\t-0.638\t0.078\t\n",
"OGLE-LMC-RRLYR-36743\t0.574\t0.052\t0.687\t0.019\t1.672\t0.042\t6860\t100\t0.184\t0.088\t0.633\t0.099\t0.443\t0.028\t-0.499\t0.079\t\n",
"OGLE-LMC-RRLYR-36745\t0.642\t0.059\t0.731\t0.022\t1.698\t0.043\t6610\t110\t0.094\t0.090\t0.58\t0.10\t0.494\t0.030\t-0.676\t0.087\t\n",
"OGLE-LMC-RRLYR-36748\t0.665\t0.051\t0.731\t0.019\t1.667\t0.042\t6490\t100\t0.136\t0.088\t0.663\t0.099\t0.526\t0.028\t-0.683\t0.079\t\n",
"OGLE-LMC-RRLYR-36750\t0.716\t0.050\t0.767\t0.019\t1.656\t0.042\t6190\t100\t0.100\t0.087\t0.695\t0.099\t0.597\t0.028\t-0.820\t0.077\t\n",
"OGLE-LMC-RRLYR-36751\t0.565\t0.052\t0.721\t0.020\t1.612\t0.042\t6370\t100\t0.206\t0.088\t0.761\t0.099\t0.550\t0.029\t-0.652\t0.081\t\n",
"OGLE-LMC-RRLYR-36769\t0.708\t0.053\t0.796\t0.020\t1.659\t0.042\t6010\t110\t0.060\t0.088\t0.70\t0.10\t0.643\t0.030\t-0.931\t0.080\t\n",
"OGLE-LMC-RRLYR-36791\t0.635\t0.052\t0.736\t0.020\t1.565\t0.042\t6100\t110\t0.271\t0.088\t0.90\t0.10\t0.625\t0.030\t-0.691\t0.080\t\n",
"OGLE-LMC-RRLYR-36795\t0.652\t0.051\t0.703\t0.019\t1.611\t0.042\t6460\t100\t0.251\t0.088\t0.806\t0.099\t0.537\t0.028\t-0.587\t0.078\t\n",
"OGLE-LMC-RRLYR-36820\t0.639\t0.050\t0.749\t0.019\t1.572\t0.042\t6060\t100\t0.255\t0.087\t0.897\t0.098\t0.640\t0.028\t-0.728\t0.078\t\n",
"OGLE-LMC-RRLYR-36842\t0.718\t0.059\t0.733\t0.021\t1.685\t0.044\t6530\t110\t0.116\t0.090\t0.62\t0.10\t0.516\t0.030\t-0.692\t0.083\t\n",
"OGLE-LMC-RRLYR-36845\t0.774\t0.062\t0.751\t0.022\t1.753\t0.044\t6640\t110\t0.011\t0.090\t0.49\t0.10\t0.488\t0.029\t-0.754\t0.084\t\n",
"OGLE-LMC-RRLYR-36852\t0.664\t0.050\t0.796\t0.019\t1.683\t0.042\t6110\t100\t0.006\t0.087\t0.626\t0.098\t0.618\t0.028\t-0.947\t0.077\t\n",
"OGLE-LMC-RRLYR-36855\t0.678\t0.057\t0.752\t0.021\t1.689\t0.043\t6410\t110\t0.071\t0.088\t0.607\t0.099\t0.539\t0.030\t-0.767\t0.082\t\n",
"OGLE-LMC-RRLYR-36856\t0.660\t0.052\t0.733\t0.020\t1.730\t0.042\t6700\t100\t0.050\t0.087\t0.518\t0.098\t0.468\t0.028\t-0.679\t0.078\t\n",
"OGLE-LMC-RRLYR-36857\t0.701\t0.065\t0.775\t0.024\t1.780\t0.046\t6580\t110\t-0.103\t0.096\t0.38\t0.11\t0.497\t0.030\t-0.876\t0.093\t\n",
"OGLE-LMC-RRLYR-36862\t0.581\t0.052\t0.822\t0.020\t1.717\t0.044\t6020\t110\t-0.101\t0.091\t0.52\t0.10\t0.631\t0.031\t-1.081\t0.083\t\n",
"OGLE-LMC-RRLYR-36865\t0.537\t0.050\t0.683\t0.019\t1.648\t0.042\t6780\t100\t0.212\t0.087\t0.677\t0.098\t0.458\t0.028\t-0.502\t0.077\t\n",
"OGLE-LMC-RRLYR-36878\t0.693\t0.051\t0.792\t0.020\t1.677\t0.042\t6100\t100\t0.028\t0.087\t0.647\t0.099\t0.619\t0.029\t-0.935\t0.079\t\n",
"OGLE-LMC-RRLYR-36883\t0.652\t0.056\t0.751\t0.021\t1.714\t0.043\t6520\t110\t0.053\t0.089\t0.54\t0.10\t0.506\t0.030\t-0.734\t0.083\t\n",
"OGLE-LMC-RRLYR-36896\t0.606\t0.053\t0.719\t0.020\t1.667\t0.043\t6570\t100\t0.161\t0.088\t0.65\t0.10\t0.498\t0.029\t-0.621\t0.081\t\n",
"OGLE-LMC-RRLYR-36905\t0.738\t0.050\t0.758\t0.019\t1.621\t0.042\t6117\t99\t0.185\t0.087\t0.808\t0.098\t0.619\t0.028\t-0.779\t0.077\t\n",
"OGLE-LMC-RRLYR-36908\t0.594\t0.052\t0.748\t0.020\t1.741\t0.042\t6640\t100\t-0.032\t0.087\t0.455\t0.098\t0.488\t0.028\t-0.796\t0.079\t\n",
"OGLE-LMC-RRLYR-36943\t0.623\t0.051\t0.705\t0.019\t1.634\t0.042\t6570\t100\t0.239\t0.088\t0.754\t0.099\t0.509\t0.028\t-0.549\t0.078\t\n",
"OGLE-LMC-RRLYR-36951\t0.564\t0.051\t0.691\t0.019\t1.681\t0.042\t6860\t100\t0.170\t0.087\t0.616\t0.099\t0.435\t0.029\t-0.503\t0.078\t\n",
"OGLE-LMC-RRLYR-36960\t0.703\t0.053\t0.754\t0.020\t1.606\t0.043\t6090\t100\t0.187\t0.089\t0.82\t0.10\t0.627\t0.029\t-0.774\t0.080\t\n",
"OGLE-LMC-RRLYR-36961\t0.573\t0.054\t0.731\t0.020\t1.681\t0.042\t6540\t100\t0.069\t0.090\t0.593\t0.099\t0.514\t0.029\t-0.729\t0.084\t\n",
"OGLE-LMC-RRLYR-36985\t0.558\t0.064\t0.737\t0.024\t1.729\t0.045\t6680\t120\t-0.014\t0.094\t0.47\t0.10\t0.479\t0.032\t-0.759\t0.096\t\n",
"OGLE-LMC-RRLYR-36986\t0.709\t0.055\t0.797\t0.021\t1.755\t0.044\t6330\t110\t-0.112\t0.091\t0.43\t0.10\t0.558\t0.030\t-0.978\t0.085\t\n",
"OGLE-LMC-RRLYR-37002\t0.743\t0.055\t0.836\t0.022\t1.844\t0.045\t6360\t100\t-0.293\t0.092\t0.24\t0.10\t0.545\t0.029\t-1.138\t0.086\t\n",
"OGLE-LMC-RRLYR-37010\t0.603\t0.058\t0.728\t0.022\t1.684\t0.043\t6580\t110\t0.131\t0.090\t0.62\t0.10\t0.495\t0.031\t-0.643\t0.087\t\n",
"OGLE-LMC-RRLYR-37014\t0.585\t0.053\t0.731\t0.020\t1.734\t0.042\t6760\t100\t-0.001\t0.088\t0.469\t0.099\t0.463\t0.029\t-0.719\t0.081\t\n",
"OGLE-LMC-RRLYR-37016\t0.596\t0.054\t0.724\t0.021\t1.691\t0.042\t6650\t110\t0.080\t0.089\t0.584\t0.099\t0.491\t0.031\t-0.683\t0.085\t\n",
"OGLE-LMC-RRLYR-37018\t0.651\t0.063\t0.765\t0.024\t1.720\t0.044\t6440\t120\t-0.022\t0.093\t0.51\t0.10\t0.536\t0.032\t-0.854\t0.095\t\n",
"OGLE-LMC-RRLYR-37042\t0.756\t0.057\t0.766\t0.020\t1.650\t0.043\t6150\t100\t0.120\t0.089\t0.72\t0.10\t0.608\t0.029\t-0.823\t0.082\t\n",
"OGLE-LMC-RRLYR-37046\t0.582\t0.052\t0.704\t0.019\t1.697\t0.042\t6810\t100\t0.115\t0.087\t0.575\t0.098\t0.448\t0.028\t-0.575\t0.078\t\n",
"OGLE-LMC-RRLYR-37106\t0.582\t0.062\t0.715\t0.021\t1.633\t0.046\t6500\t110\t0.189\t0.094\t0.71\t0.11\t0.523\t0.029\t-0.622\t0.088\t\n",
"OGLE-LMC-RRLYR-37120\t0.678\t0.056\t0.764\t0.023\t1.769\t0.045\t6610\t110\t-0.055\t0.092\t0.41\t0.10\t0.482\t0.030\t-0.809\t0.087\t\n",
"OGLE-LMC-RRLYR-37141\t0.721\t0.060\t0.759\t0.022\t1.675\t0.044\t6300\t110\t0.108\t0.090\t0.66\t0.10\t0.562\t0.029\t-0.764\t0.085\t\n",
"OGLE-LMC-RRLYR-37149\t0.590\t0.057\t0.716\t0.022\t1.691\t0.044\t6690\t110\t0.131\t0.090\t0.59\t0.10\t0.470\t0.030\t-0.605\t0.084\t\n",
"OGLE-LMC-RRLYR-37182\t0.536\t0.050\t0.690\t0.020\t1.653\t0.042\t6750\t110\t0.173\t0.087\t0.638\t0.099\t0.464\t0.030\t-0.543\t0.079\t\n",
"OGLE-LMC-RRLYR-37259\t0.726\t0.056\t0.782\t0.021\t1.723\t0.043\t6310\t110\t-0.033\t0.090\t0.53\t0.10\t0.566\t0.029\t-0.905\t0.084\t\n",
"OGLE-LMC-RRLYR-37265\t0.716\t0.053\t0.799\t0.020\t1.707\t0.042\t6150\t110\t-0.029\t0.087\t0.57\t0.10\t0.608\t0.031\t-0.965\t0.080\t\n",
"OGLE-LMC-RRLYR-37278\t0.683\t0.052\t0.744\t0.020\t1.653\t0.042\t6340\t100\t0.134\t0.088\t0.709\t0.099\t0.563\t0.029\t-0.734\t0.079\t\n",
"OGLE-LMC-RRLYR-37306\t0.720\t0.052\t0.823\t0.020\t1.731\t0.043\t6060\t110\t-0.101\t0.090\t0.53\t0.10\t0.634\t0.031\t-1.082\t0.081\t\n",
"OGLE-LMC-RRLYR-37313\t0.608\t0.055\t0.761\t0.021\t1.650\t0.043\t6220\t110\t0.079\t0.090\t0.68\t0.10\t0.591\t0.031\t-0.832\t0.085\t\n",
"OGLE-LMC-RRLYR-37317\t0.673\t0.057\t0.759\t0.022\t1.708\t0.044\t6450\t110\t0.052\t0.091\t0.56\t0.10\t0.524\t0.029\t-0.768\t0.086\t\n",
"OGLE-LMC-RRLYR-37354\t0.717\t0.066\t0.746\t0.024\t1.765\t0.045\t6730\t110\t0.004\t0.092\t0.45\t0.10\t0.460\t0.031\t-0.721\t0.091\t\n",
"OGLE-LMC-RRLYR-37365\t0.608\t0.062\t0.764\t0.023\t1.822\t0.045\t6790\t110\t-0.180\t0.094\t0.27\t0.10\t0.448\t0.030\t-0.876\t0.092\t\n",
"OGLE-LMC-RRLYR-37372\t0.678\t0.053\t0.748\t0.020\t1.629\t0.043\t6250\t110\t0.190\t0.089\t0.77\t0.10\t0.582\t0.030\t-0.712\t0.080\t\n",
"OGLE-LMC-RRLYR-37377\t0.668\t0.053\t0.748\t0.020\t1.641\t0.043\t6290\t110\t0.171\t0.089\t0.73\t0.10\t0.570\t0.031\t-0.713\t0.079\t\n",
"OGLE-LMC-RRLYR-37407\t0.665\t0.055\t0.762\t0.020\t1.756\t0.042\t6590\t100\t-0.048\t0.088\t0.452\t0.099\t0.497\t0.029\t-0.814\t0.081\t\n",
"OGLE-LMC-RRLYR-37438\t0.534\t0.051\t0.699\t0.019\t1.613\t0.042\t6540\t110\t0.216\t0.087\t0.753\t0.099\t0.515\t0.030\t-0.584\t0.079\t\n",
"OGLE-LMC-RRLYR-37450\t0.654\t0.053\t0.739\t0.020\t1.617\t0.042\t6250\t110\t0.195\t0.089\t0.776\t0.099\t0.580\t0.029\t-0.708\t0.083\t\n",
"OGLE-LMC-RRLYR-37455\t0.724\t0.057\t0.763\t0.021\t1.667\t0.044\t6240\t110\t0.085\t0.091\t0.67\t0.10\t0.586\t0.029\t-0.829\t0.084\t\n",
"OGLE-LMC-RRLYR-37481\t0.649\t0.051\t0.738\t0.020\t1.569\t0.043\t6110\t100\t0.271\t0.090\t0.90\t0.10\t0.629\t0.029\t-0.698\t0.080\t\n",
"OGLE-LMC-RRLYR-37497\t0.639\t0.061\t0.736\t0.021\t1.636\t0.044\t6330\t110\t0.152\t0.091\t0.73\t0.10\t0.565\t0.029\t-0.711\t0.085\t\n",
"OGLE-LMC-RRLYR-37501\t0.682\t0.052\t0.811\t0.020\t1.793\t0.042\t6360\t100\t-0.218\t0.089\t0.346\t0.099\t0.556\t0.029\t-1.073\t0.083\t\n",
"OGLE-LMC-RRLYR-37504\t0.674\t0.064\t0.731\t0.023\t1.634\t0.046\t6360\t110\t0.163\t0.097\t0.74\t0.10\t0.562\t0.031\t-0.709\t0.094\t\n",
"OGLE-LMC-RRLYR-37514\t0.698\t0.058\t0.739\t0.021\t1.635\t0.044\t6300\t110\t0.157\t0.092\t0.74\t0.10\t0.574\t0.029\t-0.734\t0.085\t\n",
"OGLE-LMC-RRLYR-37529\t0.676\t0.061\t0.731\t0.022\t1.692\t0.045\t6580\t110\t0.103\t0.093\t0.60\t0.10\t0.504\t0.030\t-0.683\t0.090\t\n",
"OGLE-LMC-RRLYR-37535\t0.717\t0.058\t0.809\t0.023\t1.713\t0.045\t6080\t110\t-0.083\t0.094\t0.54\t0.10\t0.621\t0.030\t-1.050\t0.090\t\n",
"OGLE-LMC-RRLYR-37569\t0.631\t0.056\t0.735\t0.021\t1.640\t0.043\t6370\t110\t0.147\t0.090\t0.71\t0.10\t0.554\t0.029\t-0.715\t0.085\t\n",
"OGLE-LMC-RRLYR-37571\t0.539\t0.051\t0.687\t0.019\t1.653\t0.042\t6770\t100\t0.198\t0.087\t0.669\t0.098\t0.461\t0.029\t-0.517\t0.079\t\n",
"OGLE-LMC-RRLYR-37579\t0.695\t0.058\t0.781\t0.020\t1.734\t0.043\t6370\t100\t-0.062\t0.089\t0.50\t0.10\t0.554\t0.029\t-0.919\t0.083\t\n",
"OGLE-LMC-RRLYR-37629\t0.670\t0.057\t0.738\t0.021\t1.623\t0.043\t6280\t110\t0.186\t0.089\t0.76\t0.10\t0.577\t0.030\t-0.712\t0.083\t\n",
"OGLE-LMC-RRLYR-37634\t0.574\t0.063\t0.708\t0.023\t1.645\t0.044\t6590\t110\t0.191\t0.091\t0.68\t0.10\t0.497\t0.030\t-0.572\t0.087\t\n",
"OGLE-LMC-RRLYR-37664\t0.700\t0.053\t0.769\t0.020\t1.600\t0.042\t5990\t110\t0.197\t0.088\t0.85\t0.10\t0.652\t0.031\t-0.810\t0.079\t\n",
"OGLE-LMC-RRLYR-37691\t0.596\t0.054\t0.702\t0.021\t1.604\t0.043\t6460\t100\t0.243\t0.090\t0.78\t0.10\t0.540\t0.029\t-0.595\t0.081\t\n",
"OGLE-LMC-RRLYR-37757\t0.666\t0.055\t0.767\t0.021\t1.606\t0.042\t6030\t110\t0.172\t0.089\t0.81\t0.10\t0.642\t0.032\t-0.814\t0.081\t\n",
"OGLE-LMC-RRLYR-37931\t0.613\t0.063\t0.742\t0.023\t1.790\t0.045\t6860\t110\t-0.089\t0.093\t0.35\t0.10\t0.437\t0.031\t-0.766\t0.092\t\n",
"OGLE-LMC-RRLYR-37933\t0.739\t0.059\t0.752\t0.023\t1.616\t0.047\t6130\t100\t0.212\t0.097\t0.83\t0.11\t0.611\t0.029\t-0.738\t0.089\t\n",
"OGLE-LMC-RRLYR-37944\t0.697\t0.056\t0.758\t0.020\t1.755\t0.043\t6610\t100\t-0.035\t0.089\t0.47\t0.10\t0.497\t0.029\t-0.806\t0.082\t\n",
"OGLE-LMC-RRLYR-37957\t0.630\t0.055\t0.716\t0.020\t1.675\t0.042\t6630\t110\t0.139\t0.088\t0.634\t0.099\t0.491\t0.029\t-0.627\t0.082\t\n",
"OGLE-LMC-RRLYR-37958\t0.622\t0.059\t0.733\t0.022\t1.722\t0.043\t6690\t110\t0.048\t0.089\t0.525\t0.099\t0.473\t0.030\t-0.685\t0.085\t\n",
"OGLE-LMC-RRLYR-37966\t0.597\t0.056\t0.736\t0.021\t1.722\t0.043\t6660\t110\t0.013\t0.090\t0.50\t0.10\t0.485\t0.029\t-0.740\t0.085\t\n",
"OGLE-LMC-RRLYR-38023\t0.638\t0.060\t0.730\t0.021\t1.683\t0.044\t6560\t110\t0.104\t0.091\t0.62\t0.10\t0.508\t0.029\t-0.691\t0.085\t\n",
"OGLE-LMC-RRLYR-38126\t0.649\t0.064\t0.740\t0.026\t1.696\t0.048\t6540\t110\t0.103\t0.099\t0.59\t0.11\t0.499\t0.031\t-0.682\t0.096\t\n",
"OGLE-LMC-RRLYR-38161\t0.596\t0.054\t0.711\t0.020\t1.662\t0.043\t6640\t110\t0.150\t0.088\t0.65\t0.10\t0.493\t0.029\t-0.613\t0.081\t\n",
"OGLE-LMC-RRLYR-38194\t0.588\t0.055\t0.733\t0.021\t1.745\t0.042\t6770\t110\t-0.014\t0.089\t0.451\t0.099\t0.457\t0.030\t-0.723\t0.085\t\n",
"OGLE-LMC-RRLYR-38244\t0.669\t0.063\t0.724\t0.023\t1.626\t0.046\t6370\t110\t0.183\t0.096\t0.76\t0.10\t0.557\t0.030\t-0.681\t0.091\t\n",
"OGLE-LMC-RRLYR-38391\t0.521\t0.054\t0.705\t0.020\t1.652\t0.043\t6610\t110\t0.137\t0.089\t0.64\t0.10\t0.497\t0.030\t-0.645\t0.081\t\n",
"OGLE-LMC-RRLYR-38474\t0.643\t0.057\t0.735\t0.021\t1.636\t0.043\t6350\t110\t0.167\t0.091\t0.73\t0.10\t0.560\t0.029\t-0.708\t0.085\t\n",
"OGLE-LMC-RRLYR-38638\t0.556\t0.067\t0.763\t0.024\t1.780\t0.044\t6660\t120\t-0.140\t0.096\t0.35\t0.10\t0.482\t0.032\t-0.878\t0.098\t\n",
"\n"
]
}
],
"source": [
"out_str = '\\t'.join(list(ests_DF.columns)) + '\\n'\n",
"for index, row in ests_DF.iterrows():\n",
" out_str += row['ID'] + '\\t'\n",
" \n",
" rest = row[1:]\n",
" for ii in range(len(rest) - 1):\n",
" if ii % 2 != 0: # every other column contains the uncertainty \n",
" continue\n",
" \n",
" val, unc = formatter(rest[ii], rest[ii+1])\n",
" out_str += val + '\\t' + unc + '\\t'\n",
" \n",
" out_str += '\\n'\n",
" \n",
"print(out_str)\n",
"\n",
"out_file = open(\"ML-OGLE_LMC_RRL.dat\", \"w\")\n",
"out_file.write(out_str)\n",
"out_file.close()"
]
},
{
"cell_type": "code",
"execution_count": 50,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"00197 & 0.728 $\\pm$ 0.055 & 0.756 $\\pm$ 0.020 & 1.661 $\\pm$ 0.043 & 6300 $\\pm$ 100 & 0.136 $\\pm$ 0.089 & 0.70 $\\pm$ 0.10 & 0.570 $\\pm$ 0.029 & -0.742 $\\pm$ 0.082 \\\\\n",
"00207 & 0.567 $\\pm$ 0.052 & 0.669 $\\pm$ 0.019 & 1.603 $\\pm$ 0.042 & 6730 $\\pm$ 100 & 0.308 $\\pm$ 0.088 & 0.78 $\\pm$ 0.10 & 0.470 $\\pm$ 0.029 & -0.423 $\\pm$ 0.078 \\\\\n",
"00236 & 0.579 $\\pm$ 0.050 & 0.717 $\\pm$ 0.019 & 1.722 $\\pm$ 0.042 & 6810 $\\pm$ 100 & 0.044 $\\pm$ 0.087 & 0.500 $\\pm$ 0.099 & 0.450 $\\pm$ 0.029 & -0.656 $\\pm$ 0.078 \\\\\n",
"00242 & 0.630 $\\pm$ 0.055 & 0.718 $\\pm$ 0.020 & 1.621 $\\pm$ 0.043 & 6410 $\\pm$ 100 & 0.233 $\\pm$ 0.089 & 0.77 $\\pm$ 0.10 & 0.539 $\\pm$ 0.029 & -0.609 $\\pm$ 0.080 \\\\\n",
"00254 & 0.539 $\\pm$ 0.053 & 0.675 $\\pm$ 0.020 & 1.605 $\\pm$ 0.043 & 6700 $\\pm$ 110 & 0.283 $\\pm$ 0.089 & 0.77 $\\pm$ 0.10 & 0.478 $\\pm$ 0.029 & -0.456 $\\pm$ 0.080 \\\\\n",
"00276 & 0.645 $\\pm$ 0.058 & 0.705 $\\pm$ 0.021 & 1.654 $\\pm$ 0.043 & 6630 $\\pm$ 100 & 0.195 $\\pm$ 0.089 & 0.67 $\\pm$ 0.10 & 0.488 $\\pm$ 0.029 & -0.564 $\\pm$ 0.083 \\\\\n",
"00397 & 0.569 $\\pm$ 0.054 & 0.679 $\\pm$ 0.020 & 1.633 $\\pm$ 0.042 & 6760 $\\pm$ 100 & 0.243 $\\pm$ 0.088 & 0.710 $\\pm$ 0.099 & 0.461 $\\pm$ 0.029 & -0.473 $\\pm$ 0.080 \\\\\n",
"00409 & 0.691 $\\pm$ 0.053 & 0.757 $\\pm$ 0.020 & 1.691 $\\pm$ 0.043 & 6380 $\\pm$ 100 & 0.080 $\\pm$ 0.089 & 0.60 $\\pm$ 0.10 & 0.540 $\\pm$ 0.029 & -0.763 $\\pm$ 0.080 \\\\\n",
"00414 & 0.643 $\\pm$ 0.059 & 0.713 $\\pm$ 0.022 & 1.640 $\\pm$ 0.044 & 6520 $\\pm$ 110 & 0.214 $\\pm$ 0.091 & 0.72 $\\pm$ 0.10 & 0.515 $\\pm$ 0.029 & -0.590 $\\pm$ 0.084 \\\\\n",
"00418 & 0.656 $\\pm$ 0.051 & 0.728 $\\pm$ 0.020 & 1.617 $\\pm$ 0.042 & 6350 $\\pm$ 100 & 0.260 $\\pm$ 0.089 & 0.79 $\\pm$ 0.10 & 0.550 $\\pm$ 0.028 & -0.592 $\\pm$ 0.079 \\\\\n"
]
}
],
"source": [
"# BLG\n",
"\n",
"ests = BLG_ests\n",
"e_ests_ = BLG_e_ests_\n",
"star_names = BLG_star_names\n",
"\n",
"ests_ = np.vstack(chain.from_iterable(((ests[:,ii], e_ests_[:,ii]) for ii in range(ests.shape[1])))).T\n",
"ests_DF = pd.DataFrame(ests_, columns=list(chain.from_iterable(zip(X_columns, ['e_'+X_col for X_col in X_columns]))))\n",
"ests_DF.insert(0, 'ID', star_names)\n",
"\n",
"for index, row in ests_DF.iloc[0:10].iterrows():\n",
" out_str = row['ID'].split('-')[-1]\n",
" \n",
" rest = row[1:]\n",
" for ii in range(len(rest) - 1):\n",
" if ii % 2 != 0: # every other column contains the uncertainty \n",
" continue\n",
" \n",
" val, unc = formatter(rest[ii], rest[ii+1])\n",
" out_str += ' & ' + val + ' $\\pm$ ' + unc\n",
" \n",
" out_str += r' \\\\'\n",
" \n",
" print(out_str)"
]
},
{
"cell_type": "code",
"execution_count": 51,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ID\tM\te_M\tlogR\te_logR\tlogL\te_logL\tTeff\te_Teff\tI_M0\te_I_M0\tV_M0\te_V_M0\tVI\te_VI\tW\te_W\n",
"OGLE-BLG-RRLYR-00197\t0.728\t0.055\t0.756\t0.020\t1.661\t0.043\t6300\t100\t0.136\t0.089\t0.70\t0.10\t0.570\t0.029\t-0.742\t0.082\t\n",
"OGLE-BLG-RRLYR-00207\t0.567\t0.052\t0.669\t0.019\t1.603\t0.042\t6730\t100\t0.308\t0.088\t0.78\t0.10\t0.470\t0.029\t-0.423\t0.078\t\n",
"OGLE-BLG-RRLYR-00236\t0.579\t0.050\t0.717\t0.019\t1.722\t0.042\t6810\t100\t0.044\t0.087\t0.500\t0.099\t0.450\t0.029\t-0.656\t0.078\t\n",
"OGLE-BLG-RRLYR-00242\t0.630\t0.055\t0.718\t0.020\t1.621\t0.043\t6410\t100\t0.233\t0.089\t0.77\t0.10\t0.539\t0.029\t-0.609\t0.080\t\n",
"OGLE-BLG-RRLYR-00254\t0.539\t0.053\t0.675\t0.020\t1.605\t0.043\t6700\t110\t0.283\t0.089\t0.77\t0.10\t0.478\t0.029\t-0.456\t0.080\t\n",
"OGLE-BLG-RRLYR-00276\t0.645\t0.058\t0.705\t0.021\t1.654\t0.043\t6630\t100\t0.195\t0.089\t0.67\t0.10\t0.488\t0.029\t-0.564\t0.083\t\n",
"OGLE-BLG-RRLYR-00397\t0.569\t0.054\t0.679\t0.020\t1.633\t0.042\t6760\t100\t0.243\t0.088\t0.710\t0.099\t0.461\t0.029\t-0.473\t0.080\t\n",
"OGLE-BLG-RRLYR-00409\t0.691\t0.053\t0.757\t0.020\t1.691\t0.043\t6380\t100\t0.080\t0.089\t0.60\t0.10\t0.540\t0.029\t-0.763\t0.080\t\n",
"OGLE-BLG-RRLYR-00414\t0.643\t0.059\t0.713\t0.022\t1.640\t0.044\t6520\t110\t0.214\t0.091\t0.72\t0.10\t0.515\t0.029\t-0.590\t0.084\t\n",
"OGLE-BLG-RRLYR-00418\t0.656\t0.051\t0.728\t0.020\t1.617\t0.042\t6350\t100\t0.260\t0.089\t0.79\t0.10\t0.550\t0.028\t-0.592\t0.079\t\n",
"OGLE-BLG-RRLYR-00451\t0.624\t0.057\t0.700\t0.021\t1.613\t0.044\t6530\t100\t0.262\t0.089\t0.78\t0.10\t0.517\t0.029\t-0.541\t0.083\t\n",
"OGLE-BLG-RRLYR-00525\t0.690\t0.052\t0.757\t0.020\t1.652\t0.043\t6270\t100\t0.163\t0.089\t0.72\t0.10\t0.572\t0.028\t-0.722\t0.080\t\n",
"OGLE-BLG-RRLYR-00572\t0.647\t0.052\t0.727\t0.020\t1.590\t0.043\t6240\t100\t0.303\t0.090\t0.87\t0.10\t0.576\t0.029\t-0.609\t0.080\t\n",
"OGLE-BLG-RRLYR-00618\t0.590\t0.059\t0.688\t0.021\t1.622\t0.045\t6660\t110\t0.255\t0.091\t0.75\t0.10\t0.487\t0.029\t-0.501\t0.084\t\n",
"OGLE-BLG-RRLYR-00678\t0.628\t0.067\t0.710\t0.024\t1.623\t0.049\t6480\t110\t0.234\t0.098\t0.76\t0.11\t0.527\t0.030\t-0.585\t0.093\t\n",
"OGLE-BLG-RRLYR-00690\t0.576\t0.053\t0.706\t0.020\t1.666\t0.043\t6690\t100\t0.142\t0.089\t0.63\t0.10\t0.481\t0.028\t-0.605\t0.080\t\n",
"OGLE-BLG-RRLYR-00713\t0.643\t0.051\t0.730\t0.020\t1.616\t0.043\t6320\t100\t0.242\t0.089\t0.78\t0.10\t0.556\t0.028\t-0.630\t0.079\t\n",
"OGLE-BLG-RRLYR-00734\t0.598\t0.056\t0.708\t0.020\t1.664\t0.043\t6670\t100\t0.151\t0.090\t0.64\t0.10\t0.487\t0.029\t-0.604\t0.082\t\n",
"OGLE-BLG-RRLYR-00735\t0.674\t0.055\t0.724\t0.021\t1.651\t0.043\t6490\t100\t0.200\t0.089\t0.70\t0.10\t0.521\t0.029\t-0.612\t0.081\t\n",
"OGLE-BLG-RRLYR-00736\t0.737\t0.054\t0.759\t0.021\t1.634\t0.042\t6190\t100\t0.204\t0.089\t0.786\t0.099\t0.594\t0.029\t-0.712\t0.082\t\n",
"OGLE-BLG-RRLYR-00752\t0.566\t0.053\t0.688\t0.019\t1.632\t0.043\t6700\t100\t0.226\t0.088\t0.71\t0.10\t0.479\t0.028\t-0.515\t0.078\t\n",
"OGLE-BLG-RRLYR-00759\t0.633\t0.058\t0.699\t0.020\t1.622\t0.044\t6580\t100\t0.248\t0.091\t0.76\t0.10\t0.510\t0.029\t-0.544\t0.083\t\n",
"OGLE-BLG-RRLYR-00764\t0.599\t0.052\t0.758\t0.020\t1.689\t0.043\t6380\t110\t0.055\t0.090\t0.58\t0.10\t0.539\t0.030\t-0.788\t0.079\t\n",
"OGLE-BLG-RRLYR-00793\t0.645\t0.057\t0.729\t0.021\t1.621\t0.043\t6340\t110\t0.224\t0.088\t0.771\t0.099\t0.555\t0.029\t-0.641\t0.082\t\n",
"OGLE-BLG-RRLYR-00796\t0.707\t0.050\t0.735\t0.019\t1.599\t0.042\t6210\t100\t0.297\t0.087\t0.872\t0.099\t0.582\t0.028\t-0.617\t0.077\t\n",
"OGLE-BLG-RRLYR-00814\t0.691\t0.063\t0.747\t0.022\t1.690\t0.046\t6450\t100\t0.080\t0.095\t0.60\t0.11\t0.532\t0.029\t-0.746\t0.088\t\n",
"OGLE-BLG-RRLYR-00828\t0.588\t0.052\t0.726\t0.021\t1.604\t0.045\t6310\t100\t0.246\t0.092\t0.79\t0.10\t0.560\t0.029\t-0.634\t0.080\t\n",
"OGLE-BLG-RRLYR-00852\t0.592\t0.062\t0.697\t0.022\t1.609\t0.045\t6520\t110\t0.266\t0.092\t0.77\t0.10\t0.514\t0.029\t-0.527\t0.085\t\n",
"OGLE-BLG-RRLYR-00853\t0.576\t0.057\t0.703\t0.021\t1.641\t0.043\t6620\t100\t0.208\t0.089\t0.70\t0.10\t0.493\t0.029\t-0.551\t0.082\t\n",
"OGLE-BLG-RRLYR-00942\t0.605\t0.051\t0.687\t0.019\t1.638\t0.042\t6730\t100\t0.236\t0.087\t0.720\t0.099\t0.472\t0.028\t-0.495\t0.078\t\n",
"OGLE-BLG-RRLYR-00954\t0.616\t0.050\t0.718\t0.019\t1.579\t0.042\t6313\t99\t0.320\t0.087\t0.878\t0.099\t0.564\t0.028\t-0.555\t0.077\t\n",
"OGLE-BLG-RRLYR-00956\t0.680\t0.052\t0.819\t0.020\t1.833\t0.042\t6440\t110\t-0.286\t0.088\t0.244\t0.099\t0.531\t0.029\t-1.106\t0.082\t\n",
"OGLE-BLG-RRLYR-00966\t0.635\t0.050\t0.715\t0.019\t1.609\t0.042\t6410\t100\t0.277\t0.088\t0.80\t0.10\t0.538\t0.028\t-0.564\t0.078\t\n",
"OGLE-BLG-RRLYR-00967\t0.562\t0.051\t0.670\t0.019\t1.614\t0.042\t6770\t100\t0.286\t0.087\t0.761\t0.099\t0.463\t0.028\t-0.429\t0.078\t\n",
"OGLE-BLG-RRLYR-00977\t0.636\t0.052\t0.703\t0.019\t1.627\t0.042\t6560\t100\t0.252\t0.087\t0.765\t0.099\t0.508\t0.028\t-0.532\t0.078\t\n",
"OGLE-BLG-RRLYR-00981\t0.689\t0.051\t0.755\t0.019\t1.698\t0.042\t6420\t100\t0.053\t0.088\t0.57\t0.10\t0.536\t0.028\t-0.781\t0.078\t\n",
"OGLE-BLG-RRLYR-00984\t0.734\t0.052\t0.810\t0.020\t1.799\t0.042\t6390\t100\t-0.193\t0.088\t0.354\t0.099\t0.546\t0.028\t-1.043\t0.080\t\n",
"OGLE-BLG-RRLYR-00989\t0.648\t0.050\t0.761\t0.019\t1.718\t0.042\t6460\t100\t0.003\t0.087\t0.523\t0.099\t0.526\t0.028\t-0.811\t0.077\t\n",
"OGLE-BLG-RRLYR-00993\t0.711\t0.050\t0.773\t0.019\t1.718\t0.042\t6374\t99\t0.017\t0.087\t0.553\t0.099\t0.545\t0.028\t-0.834\t0.077\t\n",
"OGLE-BLG-RRLYR-00994\t0.604\t0.051\t0.692\t0.019\t1.619\t0.042\t6620\t100\t0.270\t0.087\t0.771\t0.099\t0.496\t0.028\t-0.500\t0.077\t\n",
"OGLE-BLG-RRLYR-01002\t0.650\t0.053\t0.713\t0.020\t1.631\t0.042\t6490\t100\t0.247\t0.088\t0.768\t0.099\t0.522\t0.028\t-0.565\t0.079\t\n",
"OGLE-BLG-RRLYR-01004\t0.579\t0.050\t0.694\t0.019\t1.630\t0.042\t6650\t100\t0.229\t0.087\t0.725\t0.098\t0.488\t0.028\t-0.526\t0.077\t\n",
"OGLE-BLG-RRLYR-01007\t0.565\t0.050\t0.686\t0.019\t1.671\t0.042\t6850\t100\t0.170\t0.087\t0.619\t0.098\t0.441\t0.028\t-0.517\t0.077\t\n",
"OGLE-BLG-RRLYR-01009\t0.580\t0.050\t0.717\t0.019\t1.681\t0.042\t6670\t100\t0.100\t0.087\t0.593\t0.099\t0.485\t0.028\t-0.650\t0.078\t\n",
"OGLE-BLG-RRLYR-01012\t0.550\t0.050\t0.661\t0.019\t1.548\t0.042\t6580\t100\t0.416\t0.087\t0.920\t0.099\t0.504\t0.028\t-0.371\t0.077\t\n",
"OGLE-BLG-RRLYR-01015\t0.654\t0.052\t0.721\t0.020\t1.640\t0.042\t6470\t100\t0.227\t0.088\t0.734\t0.099\t0.521\t0.028\t-0.585\t0.079\t\n",
"OGLE-BLG-RRLYR-01020\t0.756\t0.050\t0.833\t0.019\t1.812\t0.042\t6270\t100\t-0.232\t0.087\t0.333\t0.099\t0.566\t0.028\t-1.112\t0.078\t\n",
"OGLE-BLG-RRLYR-01022\t0.634\t0.051\t0.725\t0.019\t1.673\t0.042\t6560\t100\t0.127\t0.087\t0.627\t0.099\t0.506\t0.028\t-0.660\t0.078\t\n",
"OGLE-BLG-RRLYR-01036\t0.627\t0.051\t0.712\t0.019\t1.664\t0.042\t6630\t100\t0.169\t0.088\t0.646\t0.099\t0.479\t0.028\t-0.578\t0.079\t\n",
"OGLE-BLG-RRLYR-01058\t0.554\t0.052\t0.682\t0.019\t1.641\t0.042\t6785\t99\t0.220\t0.088\t0.69\t0.10\t0.461\t0.028\t-0.492\t0.079\t\n",
"OGLE-BLG-RRLYR-01069\t0.572\t0.051\t0.691\t0.019\t1.614\t0.042\t6620\t99\t0.278\t0.087\t0.779\t0.098\t0.495\t0.028\t-0.487\t0.077\t\n",
"OGLE-BLG-RRLYR-01071\t0.669\t0.050\t0.748\t0.019\t1.667\t0.042\t6371\t99\t0.121\t0.087\t0.66\t0.10\t0.548\t0.028\t-0.731\t0.077\t\n",
"OGLE-BLG-RRLYR-01072\t0.610\t0.051\t0.716\t0.019\t1.656\t0.042\t6570\t100\t0.160\t0.088\t0.671\t0.099\t0.507\t0.028\t-0.625\t0.078\t\n",
"OGLE-BLG-RRLYR-01074\t0.561\t0.050\t0.709\t0.019\t1.693\t0.042\t6766\t99\t0.092\t0.087\t0.562\t0.098\t0.467\t0.028\t-0.635\t0.077\t\n",
"OGLE-BLG-RRLYR-01078\t0.578\t0.049\t0.730\t0.019\t1.735\t0.042\t6769\t99\t-0.005\t0.087\t0.462\t0.098\t0.463\t0.028\t-0.722\t0.077\t\n",
"OGLE-BLG-RRLYR-01080\t0.533\t0.050\t0.667\t0.019\t1.590\t0.042\t6690\t100\t0.342\t0.087\t0.824\t0.099\t0.475\t0.028\t-0.399\t0.078\t\n",
"OGLE-BLG-RRLYR-01081\t0.609\t0.050\t0.742\t0.019\t1.711\t0.042\t6580\t100\t0.025\t0.087\t0.531\t0.099\t0.504\t0.028\t-0.753\t0.077\t\n",
"OGLE-BLG-RRLYR-01082\t0.647\t0.050\t0.754\t0.019\t1.679\t0.042\t6370\t99\t0.088\t0.087\t0.626\t0.099\t0.546\t0.028\t-0.763\t0.077\t\n",
"OGLE-BLG-RRLYR-01085\t0.585\t0.051\t0.687\t0.019\t1.634\t0.042\t6728\t99\t0.235\t0.087\t0.719\t0.099\t0.473\t0.028\t-0.495\t0.077\t\n",
"OGLE-BLG-RRLYR-01095\t0.547\t0.050\t0.698\t0.019\t1.650\t0.042\t6700\t99\t0.174\t0.087\t0.657\t0.098\t0.477\t0.028\t-0.562\t0.077\t\n",
"OGLE-BLG-RRLYR-01096\t0.625\t0.050\t0.761\t0.019\t1.680\t0.042\t6323\t99\t0.068\t0.087\t0.618\t0.099\t0.555\t0.028\t-0.800\t0.077\t\n",
"OGLE-BLG-RRLYR-01102\t0.549\t0.052\t0.665\t0.019\t1.619\t0.042\t6820\t100\t0.283\t0.088\t0.746\t0.099\t0.452\t0.028\t-0.416\t0.079\t\n",
"OGLE-BLG-RRLYR-01103\t0.662\t0.052\t0.706\t0.019\t1.637\t0.042\t6570\t100\t0.258\t0.087\t0.756\t0.099\t0.504\t0.028\t-0.530\t0.078\t\n",
"OGLE-BLG-RRLYR-01105\t0.614\t0.050\t0.723\t0.019\t1.697\t0.042\t6680\t99\t0.078\t0.087\t0.563\t0.099\t0.482\t0.028\t-0.668\t0.077\t\n",
"OGLE-BLG-RRLYR-01109\t0.645\t0.052\t0.723\t0.020\t1.641\t0.043\t6450\t100\t0.201\t0.090\t0.70\t0.10\t0.524\t0.028\t-0.618\t0.081\t\n",
"OGLE-BLG-RRLYR-01112\t0.732\t0.050\t0.745\t0.019\t1.624\t0.042\t6227\t99\t0.257\t0.087\t0.824\t0.098\t0.576\t0.028\t-0.656\t0.077\t\n",
"OGLE-BLG-RRLYR-01136\t0.624\t0.050\t0.754\t0.019\t1.747\t0.042\t6630\t100\t-0.054\t0.087\t0.448\t0.098\t0.495\t0.028\t-0.822\t0.077\t\n",
"OGLE-BLG-RRLYR-01140\t0.555\t0.049\t0.758\t0.019\t1.784\t0.042\t6740\t100\t-0.136\t0.087\t0.338\t0.098\t0.468\t0.028\t-0.856\t0.077\t\n",
"OGLE-BLG-RRLYR-01142\t0.674\t0.052\t0.710\t0.020\t1.616\t0.043\t6460\t100\t0.284\t0.089\t0.82\t0.10\t0.530\t0.028\t-0.534\t0.079\t\n",
"OGLE-BLG-RRLYR-01144\t0.641\t0.050\t0.802\t0.020\t1.765\t0.042\t6340\t100\t-0.131\t0.088\t0.41\t0.10\t0.545\t0.029\t-0.979\t0.078\t\n",
"OGLE-BLG-RRLYR-01151\t0.668\t0.052\t0.722\t0.020\t1.635\t0.042\t6440\t100\t0.229\t0.087\t0.754\t0.099\t0.532\t0.028\t-0.602\t0.078\t\n",
"OGLE-BLG-RRLYR-01154\t0.565\t0.050\t0.708\t0.019\t1.692\t0.042\t6775\t99\t0.093\t0.087\t0.568\t0.099\t0.465\t0.028\t-0.627\t0.077\t\n",
"OGLE-BLG-RRLYR-01155\t0.673\t0.051\t0.723\t0.019\t1.653\t0.042\t6500\t100\t0.184\t0.087\t0.705\t0.099\t0.522\t0.028\t-0.629\t0.078\t\n",
"OGLE-BLG-RRLYR-01160\t0.615\t0.051\t0.691\t0.019\t1.563\t0.042\t6420\t100\t0.381\t0.088\t0.90\t0.10\t0.536\t0.028\t-0.454\t0.078\t\n",
"OGLE-BLG-RRLYR-01162\t0.611\t0.050\t0.840\t0.020\t1.839\t0.043\t6320\t100\t-0.331\t0.090\t0.21\t0.10\t0.550\t0.029\t-1.186\t0.079\t\n",
"OGLE-BLG-RRLYR-01163\t0.622\t0.051\t0.703\t0.019\t1.629\t0.042\t6576\t99\t0.234\t0.087\t0.749\t0.099\t0.508\t0.028\t-0.554\t0.078\t\n",
"OGLE-BLG-RRLYR-01164\t0.686\t0.050\t0.757\t0.019\t1.713\t0.042\t6480\t100\t0.040\t0.087\t0.559\t0.099\t0.518\t0.028\t-0.762\t0.077\t\n",
"OGLE-BLG-RRLYR-01165\t0.631\t0.051\t0.706\t0.019\t1.624\t0.042\t6530\t100\t0.234\t0.087\t0.757\t0.099\t0.518\t0.028\t-0.565\t0.078\t\n",
"OGLE-BLG-RRLYR-01170\t0.532\t0.050\t0.676\t0.019\t1.612\t0.042\t6710\t100\t0.268\t0.087\t0.746\t0.099\t0.473\t0.028\t-0.465\t0.077\t\n",
"OGLE-BLG-RRLYR-01174\t0.597\t0.051\t0.686\t0.019\t1.632\t0.042\t6710\t100\t0.242\t0.087\t0.724\t0.099\t0.475\t0.028\t-0.492\t0.078\t\n",
"OGLE-BLG-RRLYR-01179\t0.664\t0.051\t0.716\t0.019\t1.624\t0.042\t6440\t100\t0.261\t0.088\t0.779\t0.099\t0.530\t0.028\t-0.566\t0.078\t\n",
"OGLE-BLG-RRLYR-01185\t0.631\t0.051\t0.707\t0.019\t1.630\t0.042\t6540\t100\t0.248\t0.087\t0.747\t0.098\t0.509\t0.028\t-0.547\t0.077\t\n",
"OGLE-BLG-RRLYR-01187\t0.703\t0.053\t0.737\t0.020\t1.683\t0.042\t6500\t100\t0.131\t0.088\t0.650\t0.099\t0.520\t0.028\t-0.683\t0.080\t\n",
"OGLE-BLG-RRLYR-01190\t0.585\t0.050\t0.743\t0.019\t1.756\t0.042\t6750\t100\t-0.054\t0.087\t0.416\t0.098\t0.466\t0.028\t-0.780\t0.079\t\n",
"OGLE-BLG-RRLYR-01200\t0.592\t0.055\t0.680\t0.020\t1.575\t0.043\t6540\t100\t0.344\t0.089\t0.86\t0.10\t0.517\t0.028\t-0.456\t0.081\t\n",
"OGLE-BLG-RRLYR-01202\t0.597\t0.051\t0.765\t0.020\t1.683\t0.042\t6310\t100\t0.052\t0.087\t0.605\t0.099\t0.558\t0.028\t-0.824\t0.078\t\n",
"OGLE-BLG-RRLYR-01205\t0.694\t0.051\t0.793\t0.019\t1.755\t0.042\t6350\t100\t-0.092\t0.088\t0.45\t0.10\t0.549\t0.028\t-0.946\t0.079\t\n",
"OGLE-BLG-RRLYR-01207\t0.622\t0.051\t0.699\t0.019\t1.624\t0.042\t6590\t100\t0.248\t0.087\t0.760\t0.099\t0.504\t0.028\t-0.533\t0.077\t\n",
"OGLE-BLG-RRLYR-01211\t0.607\t0.051\t0.703\t0.019\t1.657\t0.042\t6670\t100\t0.211\t0.088\t0.690\t0.099\t0.478\t0.028\t-0.531\t0.078\t\n",
"OGLE-BLG-RRLYR-01214\t0.546\t0.049\t0.685\t0.019\t1.630\t0.042\t6720\t100\t0.228\t0.087\t0.709\t0.098\t0.475\t0.028\t-0.504\t0.076\t\n",
"OGLE-BLG-RRLYR-01215\t0.630\t0.056\t0.693\t0.020\t1.660\t0.043\t6760\t100\t0.190\t0.090\t0.66\t0.10\t0.467\t0.028\t-0.533\t0.082\t\n",
"OGLE-BLG-RRLYR-01220\t0.538\t0.052\t0.675\t0.019\t1.609\t0.042\t6718\t99\t0.277\t0.088\t0.76\t0.10\t0.477\t0.028\t-0.460\t0.078\t\n",
"OGLE-BLG-RRLYR-01241\t0.572\t0.053\t0.689\t0.020\t1.632\t0.043\t6680\t110\t0.229\t0.089\t0.71\t0.10\t0.479\t0.029\t-0.515\t0.080\t\n",
"OGLE-BLG-RRLYR-01244\t0.612\t0.056\t0.768\t0.021\t1.765\t0.043\t6600\t120\t-0.116\t0.090\t0.39\t0.10\t0.504\t0.032\t-0.897\t0.087\t\n",
"OGLE-BLG-RRLYR-01245\t0.710\t0.058\t0.748\t0.022\t1.663\t0.045\t6350\t110\t0.147\t0.092\t0.68\t0.10\t0.552\t0.029\t-0.716\t0.084\t\n",
"OGLE-BLG-RRLYR-01252\t0.651\t0.058\t0.720\t0.020\t1.679\t0.044\t6630\t100\t0.131\t0.090\t0.63\t0.10\t0.496\t0.029\t-0.638\t0.083\t\n",
"OGLE-BLG-RRLYR-01253\t0.583\t0.051\t0.757\t0.019\t1.758\t0.042\t6650\t110\t-0.085\t0.087\t0.40\t0.10\t0.493\t0.030\t-0.852\t0.079\t\n",
"OGLE-BLG-RRLYR-01255\t0.621\t0.057\t0.719\t0.022\t1.624\t0.044\t6420\t110\t0.229\t0.091\t0.75\t0.10\t0.535\t0.029\t-0.603\t0.084\t\n",
"OGLE-BLG-RRLYR-01258\t0.664\t0.053\t0.750\t0.021\t1.642\t0.043\t6280\t100\t0.176\t0.089\t0.73\t0.10\t0.568\t0.029\t-0.706\t0.081\t\n",
"OGLE-BLG-RRLYR-01259\t0.582\t0.057\t0.698\t0.020\t1.657\t0.043\t6720\t100\t0.181\t0.089\t0.66\t0.10\t0.473\t0.029\t-0.551\t0.082\t\n",
"OGLE-BLG-RRLYR-01297\t0.572\t0.051\t0.711\t0.020\t1.732\t0.042\t6880\t110\t0.027\t0.088\t0.44\t0.10\t0.429\t0.031\t-0.639\t0.081\t\n",
"OGLE-BLG-RRLYR-01314\t0.566\t0.051\t0.678\t0.019\t1.632\t0.042\t6760\t100\t0.245\t0.088\t0.707\t0.099\t0.458\t0.029\t-0.469\t0.078\t\n",
"OGLE-BLG-RRLYR-01327\t0.648\t0.055\t0.739\t0.021\t1.650\t0.044\t6380\t100\t0.168\t0.089\t0.69\t0.10\t0.540\t0.029\t-0.679\t0.081\t\n",
"OGLE-BLG-RRLYR-01330\t0.663\t0.059\t0.723\t0.022\t1.657\t0.044\t6510\t110\t0.192\t0.091\t0.68\t0.10\t0.511\t0.030\t-0.604\t0.085\t\n",
"OGLE-BLG-RRLYR-01363\t0.638\t0.056\t0.713\t0.020\t1.648\t0.043\t6570\t100\t0.178\t0.089\t0.69\t0.10\t0.510\t0.028\t-0.608\t0.081\t\n",
"OGLE-BLG-RRLYR-01381\t0.553\t0.056\t0.684\t0.020\t1.636\t0.043\t6750\t110\t0.224\t0.089\t0.70\t0.10\t0.466\t0.029\t-0.496\t0.082\t\n",
"OGLE-BLG-RRLYR-01388\t0.569\t0.058\t0.676\t0.021\t1.610\t0.044\t6700\t100\t0.286\t0.090\t0.77\t0.10\t0.477\t0.029\t-0.454\t0.082\t\n",
"OGLE-BLG-RRLYR-01409\t0.586\t0.053\t0.810\t0.022\t1.798\t0.044\t6390\t110\t-0.221\t0.091\t0.31\t0.10\t0.538\t0.030\t-1.055\t0.084\t\n",
"OGLE-BLG-RRLYR-01446\t0.691\t0.055\t0.795\t0.021\t1.758\t0.044\t6350\t100\t-0.102\t0.092\t0.43\t0.10\t0.548\t0.029\t-0.956\t0.085\t\n",
"OGLE-BLG-RRLYR-01449\t0.642\t0.059\t0.724\t0.021\t1.654\t0.044\t6490\t100\t0.166\t0.090\t0.68\t0.10\t0.522\t0.029\t-0.645\t0.083\t\n",
"OGLE-BLG-RRLYR-01460\t0.619\t0.060\t0.706\t0.021\t1.617\t0.045\t6480\t110\t0.242\t0.092\t0.75\t0.10\t0.524\t0.029\t-0.575\t0.085\t\n",
"OGLE-BLG-RRLYR-01464\t0.642\t0.063\t0.761\t0.022\t1.710\t0.045\t6440\t110\t0.000\t0.092\t0.55\t0.10\t0.539\t0.030\t-0.831\t0.088\t\n",
"OGLE-BLG-RRLYR-01470\t0.538\t0.055\t0.671\t0.021\t1.594\t0.043\t6690\t110\t0.319\t0.089\t0.81\t0.10\t0.479\t0.030\t-0.418\t0.082\t\n",
"OGLE-BLG-RRLYR-01483\t0.741\t0.057\t0.759\t0.021\t1.709\t0.044\t6450\t110\t0.083\t0.091\t0.60\t0.10\t0.529\t0.029\t-0.740\t0.084\t\n",
"OGLE-BLG-RRLYR-01507\t0.611\t0.057\t0.761\t0.022\t1.763\t0.044\t6630\t110\t-0.091\t0.092\t0.40\t0.10\t0.491\t0.030\t-0.851\t0.087\t\n",
"OGLE-BLG-RRLYR-01523\t0.673\t0.055\t0.740\t0.021\t1.672\t0.043\t6440\t100\t0.141\t0.089\t0.65\t0.10\t0.527\t0.029\t-0.681\t0.081\t\n",
"OGLE-BLG-RRLYR-01539\t0.675\t0.056\t0.732\t0.021\t1.661\t0.043\t6460\t110\t0.173\t0.089\t0.67\t0.10\t0.523\t0.030\t-0.643\t0.083\t\n",
"OGLE-BLG-RRLYR-01544\t0.618\t0.060\t0.713\t0.022\t1.625\t0.045\t6470\t100\t0.226\t0.091\t0.75\t0.10\t0.526\t0.029\t-0.593\t0.085\t\n",
"OGLE-BLG-RRLYR-01545\t0.669\t0.057\t0.737\t0.021\t1.655\t0.044\t6400\t100\t0.169\t0.090\t0.69\t0.10\t0.537\t0.028\t-0.670\t0.082\t\n",
"OGLE-BLG-RRLYR-01559\t0.634\t0.050\t0.729\t0.019\t1.593\t0.042\t6250\t100\t0.280\t0.087\t0.845\t0.099\t0.577\t0.028\t-0.628\t0.077\t\n",
"OGLE-BLG-RRLYR-01563\t0.671\t0.051\t0.714\t0.019\t1.643\t0.042\t6540\t100\t0.215\t0.087\t0.739\t0.099\t0.518\t0.028\t-0.590\t0.078\t\n",
"OGLE-BLG-RRLYR-01573\t0.621\t0.050\t0.706\t0.019\t1.574\t0.042\t6340\t100\t0.350\t0.087\t0.890\t0.099\t0.553\t0.028\t-0.519\t0.077\t\n",
"OGLE-BLG-RRLYR-01591\t0.549\t0.049\t0.685\t0.019\t1.683\t0.042\t6900\t100\t0.149\t0.087\t0.583\t0.098\t0.429\t0.028\t-0.518\t0.077\t\n",
"OGLE-BLG-RRLYR-01600\t0.614\t0.050\t0.726\t0.019\t1.588\t0.042\t6260\t100\t0.282\t0.087\t0.851\t0.099\t0.574\t0.028\t-0.615\t0.078\t\n",
"OGLE-BLG-RRLYR-01609\t0.615\t0.053\t0.760\t0.020\t1.750\t0.043\t6600\t100\t-0.077\t0.089\t0.43\t0.10\t0.505\t0.029\t-0.860\t0.080\t\n",
"OGLE-BLG-RRLYR-01611\t0.600\t0.063\t0.680\t0.023\t1.625\t0.045\t6730\t110\t0.276\t0.093\t0.74\t0.10\t0.467\t0.030\t-0.446\t0.089\t\n",
"OGLE-BLG-RRLYR-01614\t0.638\t0.050\t0.804\t0.019\t1.788\t0.044\t6410\t110\t-0.179\t0.092\t0.33\t0.11\t0.521\t0.030\t-0.991\t0.079\t\n",
"OGLE-BLG-RRLYR-01620\t0.695\t0.053\t0.747\t0.020\t1.664\t0.043\t6370\t100\t0.152\t0.090\t0.67\t0.10\t0.544\t0.029\t-0.698\t0.081\t\n",
"OGLE-BLG-RRLYR-01636\t0.570\t0.051\t0.705\t0.020\t1.579\t0.044\t6390\t100\t0.310\t0.091\t0.83\t0.10\t0.536\t0.029\t-0.529\t0.079\t\n",
"OGLE-BLG-RRLYR-01651\t0.666\t0.062\t0.725\t0.022\t1.687\t0.046\t6600\t110\t0.117\t0.093\t0.58\t0.11\t0.491\t0.030\t-0.648\t0.086\t\n",
"OGLE-BLG-RRLYR-01653\t0.785\t0.064\t0.747\t0.023\t1.718\t0.046\t6560\t110\t0.083\t0.092\t0.58\t0.10\t0.508\t0.029\t-0.707\t0.086\t\n",
"OGLE-BLG-RRLYR-01656\t0.654\t0.054\t0.715\t0.019\t1.675\t0.043\t6640\t100\t0.137\t0.089\t0.62\t0.10\t0.490\t0.029\t-0.622\t0.079\t\n",
"OGLE-BLG-RRLYR-01672\t0.658\t0.063\t0.807\t0.024\t1.813\t0.043\t6470\t120\t-0.242\t0.092\t0.29\t0.10\t0.530\t0.033\t-1.061\t0.096\t\n",
"OGLE-BLG-RRLYR-01677\t0.648\t0.050\t0.732\t0.019\t1.627\t0.042\t6348\t99\t0.223\t0.087\t0.759\t0.099\t0.550\t0.028\t-0.637\t0.078\t\n",
"OGLE-BLG-RRLYR-01686\t0.593\t0.059\t0.725\t0.022\t1.660\t0.044\t6520\t110\t0.143\t0.090\t0.64\t0.10\t0.512\t0.029\t-0.655\t0.084\t\n",
"OGLE-BLG-RRLYR-01688\t0.598\t0.058\t0.722\t0.021\t1.674\t0.045\t6590\t100\t0.114\t0.092\t0.62\t0.10\t0.502\t0.029\t-0.663\t0.085\t\n",
"OGLE-BLG-RRLYR-01692\t0.566\t0.050\t0.702\t0.019\t1.700\t0.042\t6849\t99\t0.095\t0.087\t0.549\t0.099\t0.446\t0.028\t-0.595\t0.077\t\n",
"OGLE-BLG-RRLYR-01693\t0.651\t0.060\t0.709\t0.021\t1.626\t0.043\t6490\t110\t0.244\t0.089\t0.75\t0.10\t0.520\t0.031\t-0.563\t0.084\t\n",
"OGLE-BLG-RRLYR-01694\t0.562\t0.050\t0.737\t0.019\t1.733\t0.042\t6710\t100\t-0.018\t0.087\t0.463\t0.099\t0.475\t0.028\t-0.752\t0.077\t\n",
"OGLE-BLG-RRLYR-01706\t0.644\t0.050\t0.745\t0.019\t1.625\t0.042\t6260\t99\t0.202\t0.087\t0.766\t0.099\t0.574\t0.028\t-0.695\t0.077\t\n",
"OGLE-BLG-RRLYR-01708\t0.621\t0.055\t0.706\t0.020\t1.654\t0.043\t6630\t100\t0.174\t0.089\t0.66\t0.10\t0.491\t0.029\t-0.588\t0.081\t\n",
"OGLE-BLG-RRLYR-01713\t0.581\t0.056\t0.697\t0.020\t1.635\t0.043\t6640\t100\t0.212\t0.089\t0.71\t0.10\t0.492\t0.029\t-0.548\t0.081\t\n",
"OGLE-BLG-RRLYR-01722\t0.663\t0.060\t0.771\t0.022\t1.732\t0.044\t6450\t120\t-0.047\t0.092\t0.49\t0.10\t0.539\t0.031\t-0.880\t0.089\t\n",
"OGLE-BLG-RRLYR-01723\t0.671\t0.052\t0.724\t0.019\t1.662\t0.042\t6530\t100\t0.171\t0.088\t0.696\t0.099\t0.517\t0.028\t-0.635\t0.078\t\n",
"OGLE-BLG-RRLYR-01727\t0.655\t0.054\t0.747\t0.021\t1.657\t0.044\t6340\t100\t0.148\t0.091\t0.69\t0.10\t0.551\t0.028\t-0.708\t0.082\t\n",
"OGLE-BLG-RRLYR-01734\t0.616\t0.060\t0.698\t0.021\t1.640\t0.044\t6660\t100\t0.221\t0.090\t0.71\t0.10\t0.487\t0.029\t-0.530\t0.082\t\n",
"OGLE-BLG-RRLYR-01737\t0.575\t0.050\t0.719\t0.019\t1.703\t0.042\t6720\t100\t0.057\t0.087\t0.538\t0.098\t0.473\t0.028\t-0.682\t0.077\t\n",
"OGLE-BLG-RRLYR-01763\t0.593\t0.062\t0.733\t0.022\t1.749\t0.044\t6780\t110\t-0.028\t0.093\t0.43\t0.10\t0.455\t0.031\t-0.736\t0.091\t\n",
"OGLE-BLG-RRLYR-01774\t0.604\t0.059\t0.705\t0.021\t1.636\t0.043\t6570\t110\t0.218\t0.089\t0.71\t0.10\t0.502\t0.029\t-0.562\t0.083\t\n",
"OGLE-BLG-RRLYR-01777\t0.700\t0.057\t0.727\t0.022\t1.631\t0.044\t6380\t110\t0.232\t0.090\t0.76\t0.10\t0.546\t0.029\t-0.623\t0.084\t\n",
"OGLE-BLG-RRLYR-01799\t0.708\t0.056\t0.736\t0.020\t1.693\t0.043\t6560\t100\t0.094\t0.088\t0.60\t0.10\t0.511\t0.029\t-0.693\t0.080\t\n",
"OGLE-BLG-RRLYR-01800\t0.628\t0.056\t0.702\t0.020\t1.652\t0.043\t6660\t100\t0.189\t0.089\t0.68\t0.10\t0.488\t0.029\t-0.564\t0.081\t\n",
"OGLE-BLG-RRLYR-01805\t0.693\t0.054\t0.728\t0.021\t1.595\t0.044\t6240\t100\t0.295\t0.091\t0.86\t0.10\t0.577\t0.028\t-0.615\t0.082\t\n",
"OGLE-BLG-RRLYR-01813\t0.605\t0.050\t0.723\t0.019\t1.580\t0.042\t6250\t100\t0.298\t0.087\t0.866\t0.099\t0.578\t0.028\t-0.606\t0.077\t\n",
"OGLE-BLG-RRLYR-01821\t0.673\t0.052\t0.756\t0.020\t1.667\t0.043\t6330\t100\t0.135\t0.088\t0.68\t0.10\t0.555\t0.028\t-0.726\t0.079\t\n",
"OGLE-BLG-RRLYR-01838\t0.523\t0.049\t0.688\t0.019\t1.643\t0.042\t6740\t100\t0.199\t0.087\t0.673\t0.098\t0.467\t0.029\t-0.525\t0.079\t\n",
"OGLE-BLG-RRLYR-01841\t0.632\t0.057\t0.713\t0.021\t1.663\t0.043\t6610\t100\t0.154\t0.089\t0.65\t0.10\t0.497\t0.029\t-0.612\t0.081\t\n",
"OGLE-BLG-RRLYR-01842\t0.655\t0.050\t0.711\t0.019\t1.614\t0.042\t6440\t100\t0.276\t0.087\t0.801\t0.099\t0.531\t0.028\t-0.551\t0.077\t\n",
"OGLE-BLG-RRLYR-01861\t0.712\t0.056\t0.811\t0.021\t1.816\t0.044\t6440\t110\t-0.233\t0.092\t0.28\t0.10\t0.529\t0.029\t-1.054\t0.086\t\n",
"OGLE-BLG-RRLYR-01863\t0.712\t0.070\t0.718\t0.026\t1.688\t0.050\t6660\t120\t0.16\t0.10\t0.65\t0.11\t0.484\t0.032\t-0.58\t0.10\t\n",
"OGLE-BLG-RRLYR-01877\t0.664\t0.056\t0.774\t0.022\t1.730\t0.044\t6400\t110\t-0.035\t0.092\t0.48\t0.10\t0.537\t0.029\t-0.872\t0.085\t\n",
"OGLE-BLG-RRLYR-01880\t0.633\t0.051\t0.733\t0.019\t1.647\t0.042\t6410\t99\t0.173\t0.088\t0.70\t0.10\t0.537\t0.028\t-0.665\t0.078\t\n",
"OGLE-BLG-RRLYR-01887\t0.620\t0.054\t0.745\t0.020\t1.754\t0.042\t6710\t100\t-0.040\t0.089\t0.435\t0.099\t0.470\t0.029\t-0.773\t0.082\t\n",
"OGLE-BLG-RRLYR-01889\t0.618\t0.056\t0.743\t0.021\t1.643\t0.044\t6320\t100\t0.160\t0.091\t0.71\t0.10\t0.558\t0.028\t-0.709\t0.082\t\n",
"OGLE-BLG-RRLYR-01909\t0.589\t0.053\t0.719\t0.020\t1.686\t0.043\t6670\t110\t0.091\t0.089\t0.58\t0.10\t0.486\t0.029\t-0.664\t0.082\t\n",
"OGLE-BLG-RRLYR-01910\t0.616\t0.059\t0.737\t0.021\t1.705\t0.045\t6600\t100\t0.041\t0.091\t0.54\t0.10\t0.499\t0.029\t-0.730\t0.084\t\n",
"OGLE-BLG-RRLYR-01925\t0.656\t0.054\t0.722\t0.020\t1.703\t0.042\t6710\t100\t0.084\t0.088\t0.574\t0.099\t0.478\t0.028\t-0.656\t0.080\t\n",
"OGLE-BLG-RRLYR-01937\t0.592\t0.060\t0.715\t0.022\t1.676\t0.044\t6660\t110\t0.123\t0.091\t0.62\t0.10\t0.485\t0.030\t-0.627\t0.087\t\n",
"OGLE-BLG-RRLYR-01938\t0.641\t0.051\t0.708\t0.019\t1.639\t0.042\t6575\t99\t0.221\t0.087\t0.729\t0.099\t0.507\t0.028\t-0.568\t0.077\t\n",
"OGLE-BLG-RRLYR-01939\t0.625\t0.063\t0.720\t0.023\t1.627\t0.045\t6430\t110\t0.236\t0.093\t0.75\t0.10\t0.531\t0.029\t-0.591\t0.088\t\n",
"OGLE-BLG-RRLYR-01942\t0.642\t0.063\t0.755\t0.023\t1.724\t0.046\t6540\t120\t-0.010\t0.094\t0.52\t0.10\t0.518\t0.031\t-0.813\t0.091\t\n",
"OGLE-BLG-RRLYR-01943\t0.608\t0.050\t0.770\t0.019\t1.709\t0.042\t6370\t100\t0.002\t0.088\t0.53\t0.10\t0.536\t0.029\t-0.836\t0.078\t\n",
"OGLE-BLG-RRLYR-01949\t0.592\t0.050\t0.742\t0.019\t1.655\t0.042\t6390\t100\t0.135\t0.088\t0.66\t0.10\t0.535\t0.028\t-0.706\t0.077\t\n",
"OGLE-BLG-RRLYR-01952\t0.635\t0.050\t0.725\t0.019\t1.592\t0.042\t6276\t99\t0.291\t0.087\t0.849\t0.099\t0.569\t0.028\t-0.604\t0.077\t\n",
"OGLE-BLG-RRLYR-01953\t0.524\t0.049\t0.687\t0.019\t1.626\t0.042\t6680\t100\t0.214\t0.087\t0.712\t0.098\t0.481\t0.028\t-0.534\t0.077\t\n",
"OGLE-BLG-RRLYR-01954\t0.564\t0.050\t0.742\t0.019\t1.759\t0.041\t6770\t100\t-0.062\t0.087\t0.406\t0.098\t0.462\t0.028\t-0.780\t0.078\t\n",
"OGLE-BLG-RRLYR-01959\t0.645\t0.050\t0.767\t0.019\t1.708\t0.042\t6372\t99\t0.009\t0.087\t0.545\t0.099\t0.544\t0.028\t-0.837\t0.078\t\n",
"OGLE-BLG-RRLYR-01961\t0.764\t0.050\t0.743\t0.019\t1.635\t0.042\t6280\t100\t0.263\t0.087\t0.817\t0.099\t0.563\t0.028\t-0.625\t0.078\t\n",
"OGLE-BLG-RRLYR-01973\t0.686\t0.062\t0.747\t0.021\t1.698\t0.045\t6500\t110\t0.058\t0.093\t0.59\t0.10\t0.527\t0.029\t-0.752\t0.086\t\n",
"OGLE-BLG-RRLYR-01976\t0.711\t0.055\t0.746\t0.020\t1.684\t0.044\t6440\t100\t0.111\t0.089\t0.63\t0.10\t0.532\t0.029\t-0.720\t0.081\t\n",
"OGLE-BLG-RRLYR-01980\t0.676\t0.056\t0.771\t0.021\t1.751\t0.044\t6500\t100\t-0.064\t0.091\t0.43\t0.10\t0.513\t0.029\t-0.863\t0.084\t\n",
"OGLE-BLG-RRLYR-02002\t0.646\t0.053\t0.718\t0.020\t1.561\t0.043\t6190\t100\t0.310\t0.089\t0.91\t0.10\t0.601\t0.028\t-0.620\t0.082\t\n",
"OGLE-BLG-RRLYR-02003\t0.632\t0.050\t0.725\t0.019\t1.562\t0.042\t6189\t99\t0.342\t0.087\t0.933\t0.098\t0.599\t0.028\t-0.591\t0.077\t\n",
"OGLE-BLG-RRLYR-02012\t0.690\t0.055\t0.731\t0.021\t1.640\t0.043\t6390\t100\t0.212\t0.089\t0.74\t0.10\t0.542\t0.029\t-0.632\t0.082\t\n",
"OGLE-BLG-RRLYR-02019\t0.621\t0.051\t0.722\t0.019\t1.611\t0.042\t6360\t100\t0.236\t0.087\t0.785\t0.099\t0.553\t0.028\t-0.620\t0.078\t\n",
"OGLE-BLG-RRLYR-02022\t0.590\t0.052\t0.693\t0.020\t1.638\t0.042\t6660\t100\t0.250\t0.087\t0.714\t0.099\t0.473\t0.028\t-0.493\t0.078\t\n",
"OGLE-BLG-RRLYR-02025\t0.740\t0.056\t0.773\t0.020\t1.753\t0.043\t6520\t100\t-0.052\t0.089\t0.47\t0.10\t0.524\t0.029\t-0.863\t0.082\t\n",
"OGLE-BLG-RRLYR-02039\t0.528\t0.051\t0.752\t0.019\t1.545\t0.041\t5920\t100\t0.259\t0.087\t0.950\t0.098\t0.682\t0.028\t-0.788\t0.077\t\n",
"OGLE-BLG-RRLYR-02057\t0.613\t0.051\t0.704\t0.019\t1.637\t0.042\t6590\t100\t0.249\t0.087\t0.731\t0.099\t0.494\t0.028\t-0.523\t0.078\t\n",
"OGLE-BLG-RRLYR-02060\t0.663\t0.051\t0.756\t0.019\t1.753\t0.042\t6620\t100\t-0.046\t0.087\t0.450\t0.098\t0.493\t0.028\t-0.813\t0.078\t\n",
"OGLE-BLG-RRLYR-02061\t0.615\t0.051\t0.726\t0.020\t1.564\t0.042\t6160\t100\t0.285\t0.088\t0.89\t0.10\t0.605\t0.029\t-0.655\t0.080\t\n",
"OGLE-BLG-RRLYR-02062\t0.535\t0.053\t0.719\t0.020\t1.766\t0.043\t6930\t100\t-0.039\t0.089\t0.39\t0.10\t0.417\t0.028\t-0.687\t0.081\t\n",
"OGLE-BLG-RRLYR-02064\t0.582\t0.060\t0.678\t0.022\t1.608\t0.045\t6680\t100\t0.288\t0.093\t0.78\t0.10\t0.484\t0.028\t-0.462\t0.087\t\n",
"OGLE-BLG-RRLYR-02096\t0.726\t0.051\t0.820\t0.020\t1.745\t0.042\t6130\t100\t-0.124\t0.087\t0.487\t0.099\t0.611\t0.028\t-1.066\t0.079\t\n",
"OGLE-BLG-RRLYR-02130\t0.668\t0.055\t0.787\t0.021\t1.666\t0.042\t6110\t100\t0.048\t0.088\t0.667\t0.099\t0.618\t0.029\t-0.904\t0.081\t\n",
"OGLE-BLG-RRLYR-02137\t0.616\t0.067\t0.752\t0.022\t1.663\t0.046\t6340\t100\t0.083\t0.094\t0.65\t0.10\t0.565\t0.029\t-0.785\t0.090\t\n",
"OGLE-BLG-RRLYR-02138\t0.576\t0.050\t0.767\t0.019\t1.676\t0.042\t6280\t100\t0.040\t0.087\t0.606\t0.098\t0.568\t0.028\t-0.842\t0.078\t\n",
"OGLE-BLG-RRLYR-02141\t0.668\t0.056\t0.797\t0.021\t1.831\t0.043\t6600\t110\t-0.239\t0.090\t0.26\t0.10\t0.498\t0.029\t-1.009\t0.085\t\n",
"OGLE-BLG-RRLYR-02151\t0.623\t0.051\t0.724\t0.019\t1.623\t0.043\t6390\t100\t0.261\t0.089\t0.78\t0.10\t0.538\t0.028\t-0.587\t0.078\t\n",
"OGLE-BLG-RRLYR-02155\t0.658\t0.053\t0.722\t0.020\t1.562\t0.043\t6170\t100\t0.289\t0.091\t0.89\t0.10\t0.606\t0.029\t-0.641\t0.083\t\n",
"OGLE-BLG-RRLYR-02162\t0.652\t0.050\t0.730\t0.019\t1.544\t0.042\t6059\t99\t0.325\t0.087\t0.964\t0.099\t0.636\t0.028\t-0.667\t0.077\t\n",
"OGLE-BLG-RRLYR-02185\t0.658\t0.051\t0.770\t0.019\t1.608\t0.042\t6030\t100\t0.156\t0.087\t0.807\t0.099\t0.646\t0.028\t-0.828\t0.078\t\n",
"OGLE-BLG-RRLYR-02196\t0.680\t0.051\t0.741\t0.020\t1.659\t0.042\t6390\t100\t0.189\t0.087\t0.712\t0.099\t0.536\t0.028\t-0.652\t0.078\t\n",
"OGLE-BLG-RRLYR-02199\t0.651\t0.054\t0.727\t0.020\t1.641\t0.043\t6430\t100\t0.215\t0.089\t0.73\t0.10\t0.529\t0.028\t-0.613\t0.081\t\n",
"OGLE-BLG-RRLYR-02200\t0.646\t0.059\t0.748\t0.021\t1.729\t0.045\t6580\t100\t-0.001\t0.092\t0.49\t0.10\t0.500\t0.029\t-0.772\t0.085\t\n",
"OGLE-BLG-RRLYR-02206\t0.672\t0.055\t0.734\t0.021\t1.676\t0.044\t6500\t100\t0.151\t0.090\t0.64\t0.10\t0.510\t0.029\t-0.648\t0.082\t\n",
"OGLE-BLG-RRLYR-02207\t0.607\t0.051\t0.733\t0.019\t1.733\t0.042\t6730\t100\t-0.001\t0.087\t0.473\t0.099\t0.469\t0.028\t-0.726\t0.078\t\n",
"OGLE-BLG-RRLYR-02213\t0.676\t0.053\t0.761\t0.020\t1.734\t0.043\t6510\t100\t0.009\t0.089\t0.51\t0.10\t0.510\t0.028\t-0.785\t0.080\t\n",
"OGLE-BLG-RRLYR-02221\t0.621\t0.054\t0.743\t0.020\t1.740\t0.042\t6700\t110\t-0.007\t0.088\t0.487\t0.098\t0.482\t0.029\t-0.749\t0.082\t\n",
"OGLE-BLG-RRLYR-02238\t0.701\t0.050\t0.835\t0.019\t1.819\t0.042\t6290\t100\t-0.294\t0.087\t0.290\t0.098\t0.575\t0.028\t-1.183\t0.078\t\n",
"OGLE-BLG-RRLYR-02239\t0.588\t0.050\t0.723\t0.019\t1.525\t0.042\t6081\t99\t0.361\t0.087\t0.991\t0.099\t0.632\t0.028\t-0.619\t0.077\t\n",
"OGLE-BLG-RRLYR-02250\t0.594\t0.051\t0.708\t0.020\t1.528\t0.042\t6160\t100\t0.394\t0.087\t0.996\t0.099\t0.606\t0.029\t-0.552\t0.079\t\n",
"OGLE-BLG-RRLYR-02254\t0.586\t0.059\t0.712\t0.021\t1.688\t0.044\t6710\t100\t0.106\t0.092\t0.58\t0.10\t0.473\t0.028\t-0.624\t0.084\t\n",
"OGLE-BLG-RRLYR-02259\t0.636\t0.050\t0.725\t0.019\t1.633\t0.042\t6420\t100\t0.243\t0.088\t0.75\t0.10\t0.529\t0.028\t-0.594\t0.077\t\n",
"OGLE-BLG-RRLYR-02288\t0.617\t0.050\t0.709\t0.019\t1.600\t0.041\t6420\t100\t0.241\t0.087\t0.802\t0.098\t0.549\t0.028\t-0.609\t0.078\t\n",
"OGLE-BLG-RRLYR-02290\t0.654\t0.051\t0.748\t0.019\t1.590\t0.042\t6110\t100\t0.216\t0.087\t0.842\t0.098\t0.623\t0.028\t-0.740\t0.078\t\n",
"OGLE-BLG-RRLYR-02291\t0.546\t0.052\t0.682\t0.019\t1.631\t0.042\t6718\t99\t0.245\t0.088\t0.717\t0.099\t0.469\t0.028\t-0.484\t0.078\t\n",
"OGLE-BLG-RRLYR-02293\t0.767\t0.055\t0.779\t0.020\t1.670\t0.043\t6160\t100\t0.059\t0.090\t0.67\t0.10\t0.611\t0.029\t-0.893\t0.084\t\n",
"OGLE-BLG-RRLYR-02296\t0.667\t0.056\t0.713\t0.021\t1.595\t0.044\t6370\t110\t0.299\t0.091\t0.84\t0.10\t0.553\t0.029\t-0.562\t0.084\t\n",
"OGLE-BLG-RRLYR-02297\t0.665\t0.055\t0.733\t0.021\t1.631\t0.043\t6350\t100\t0.225\t0.089\t0.76\t0.10\t0.550\t0.029\t-0.635\t0.081\t\n",
"OGLE-BLG-RRLYR-02298\t0.615\t0.050\t0.709\t0.019\t1.706\t0.042\t6810\t100\t0.128\t0.087\t0.575\t0.099\t0.444\t0.028\t-0.563\t0.078\t\n",
"OGLE-BLG-RRLYR-02300\t0.550\t0.059\t0.679\t0.021\t1.590\t0.043\t6600\t100\t0.316\t0.089\t0.81\t0.10\t0.498\t0.029\t-0.456\t0.083\t\n",
"OGLE-BLG-RRLYR-02312\t0.578\t0.051\t0.705\t0.019\t1.600\t0.042\t6440\t100\t0.274\t0.087\t0.805\t0.099\t0.533\t0.028\t-0.554\t0.078\t\n",
"OGLE-BLG-RRLYR-02319\t0.642\t0.051\t0.836\t0.020\t1.732\t0.042\t6000\t100\t-0.122\t0.088\t0.516\t0.099\t0.638\t0.028\t-1.111\t0.079\t\n",
"OGLE-BLG-RRLYR-02321\t0.594\t0.050\t0.690\t0.019\t1.608\t0.042\t6600\t100\t0.284\t0.088\t0.76\t0.10\t0.475\t0.028\t-0.462\t0.078\t\n",
"OGLE-BLG-RRLYR-02327\t0.569\t0.052\t0.705\t0.019\t1.696\t0.042\t6810\t100\t0.098\t0.088\t0.561\t0.099\t0.454\t0.028\t-0.604\t0.078\t\n",
"OGLE-BLG-RRLYR-02330\t0.656\t0.050\t0.762\t0.019\t1.744\t0.042\t6570\t99\t-0.050\t0.087\t0.464\t0.099\t0.510\t0.028\t-0.841\t0.077\t\n",
"OGLE-BLG-RRLYR-02357\t0.635\t0.051\t0.771\t0.019\t1.805\t0.042\t6680\t100\t-0.164\t0.088\t0.310\t0.099\t0.474\t0.028\t-0.901\t0.079\t\n",
"OGLE-BLG-RRLYR-02363\t0.610\t0.052\t0.723\t0.019\t1.701\t0.042\t6700\t100\t0.073\t0.087\t0.565\t0.099\t0.481\t0.028\t-0.671\t0.079\t\n",
"OGLE-BLG-RRLYR-02378\t0.687\t0.052\t0.763\t0.020\t1.617\t0.042\t6110\t100\t0.175\t0.088\t0.787\t0.099\t0.618\t0.028\t-0.776\t0.080\t\n",
"OGLE-BLG-RRLYR-02387\t0.692\t0.052\t0.784\t0.021\t1.729\t0.044\t6320\t100\t-0.011\t0.091\t0.52\t0.10\t0.551\t0.028\t-0.878\t0.082\t\n",
"OGLE-BLG-RRLYR-02392\t0.518\t0.049\t0.655\t0.019\t1.607\t0.041\t6850\t100\t0.322\t0.087\t0.774\t0.098\t0.443\t0.028\t-0.362\t0.077\t\n",
"OGLE-BLG-RRLYR-02401\t0.737\t0.051\t0.824\t0.019\t1.785\t0.042\t6246\t99\t-0.206\t0.087\t0.392\t0.099\t0.589\t0.028\t-1.114\t0.077\t\n",
"OGLE-BLG-RRLYR-02415\t0.594\t0.054\t0.744\t0.020\t1.739\t0.043\t6670\t100\t-0.027\t0.089\t0.46\t0.10\t0.483\t0.028\t-0.770\t0.080\t\n",
"OGLE-BLG-RRLYR-02420\t0.570\t0.050\t0.692\t0.019\t1.640\t0.042\t6700\t100\t0.213\t0.087\t0.697\t0.099\t0.476\t0.028\t-0.526\t0.078\t\n",
"OGLE-BLG-RRLYR-02422\t0.685\t0.051\t0.725\t0.019\t1.614\t0.042\t6340\t100\t0.253\t0.087\t0.807\t0.099\t0.559\t0.028\t-0.618\t0.078\t\n",
"OGLE-BLG-RRLYR-02423\t0.566\t0.058\t0.730\t0.021\t1.702\t0.044\t6640\t100\t0.041\t0.091\t0.54\t0.10\t0.490\t0.029\t-0.713\t0.083\t\n",
"OGLE-BLG-RRLYR-02447\t0.647\t0.067\t0.719\t0.023\t1.656\t0.048\t6530\t110\t0.167\t0.099\t0.66\t0.11\t0.510\t0.031\t-0.627\t0.092\t\n",
"OGLE-BLG-RRLYR-02448\t0.624\t0.050\t0.743\t0.019\t1.621\t0.042\t6256\t99\t0.190\t0.087\t0.759\t0.098\t0.578\t0.028\t-0.706\t0.077\t\n",
"OGLE-BLG-RRLYR-02454\t0.594\t0.051\t0.722\t0.020\t1.593\t0.042\t6300\t100\t0.270\t0.088\t0.824\t0.099\t0.566\t0.028\t-0.619\t0.078\t\n",
"OGLE-BLG-RRLYR-02462\t0.595\t0.064\t0.728\t0.026\t1.671\t0.047\t6510\t110\t0.121\t0.097\t0.64\t0.11\t0.517\t0.031\t-0.683\t0.096\t\n",
"OGLE-BLG-RRLYR-02486\t0.646\t0.051\t0.698\t0.019\t1.602\t0.042\t6511\t99\t0.278\t0.087\t0.813\t0.099\t0.527\t0.028\t-0.538\t0.077\t\n",
"OGLE-BLG-RRLYR-02492\t0.700\t0.053\t0.727\t0.020\t1.671\t0.043\t6520\t100\t0.217\t0.089\t0.70\t0.10\t0.498\t0.028\t-0.566\t0.079\t\n",
"OGLE-BLG-RRLYR-02498\t0.638\t0.056\t0.719\t0.020\t1.673\t0.043\t6620\t100\t0.126\t0.089\t0.62\t0.10\t0.497\t0.029\t-0.635\t0.082\t\n",
"OGLE-BLG-RRLYR-02501\t0.603\t0.055\t0.741\t0.020\t1.640\t0.043\t6340\t100\t0.132\t0.090\t0.70\t0.10\t0.567\t0.028\t-0.742\t0.082\t\n",
"OGLE-BLG-RRLYR-02507\t0.688\t0.062\t0.769\t0.023\t1.775\t0.046\t6580\t110\t-0.095\t0.094\t0.38\t0.11\t0.494\t0.030\t-0.866\t0.089\t\n",
"OGLE-BLG-RRLYR-02510\t0.652\t0.051\t0.726\t0.019\t1.662\t0.042\t6510\t100\t0.196\t0.087\t0.689\t0.099\t0.508\t0.028\t-0.603\t0.078\t\n",
"OGLE-BLG-RRLYR-02512\t0.535\t0.050\t0.696\t0.019\t1.689\t0.042\t6850\t100\t0.104\t0.087\t0.556\t0.099\t0.436\t0.029\t-0.576\t0.078\t\n",
"OGLE-BLG-RRLYR-02513\t0.615\t0.056\t0.765\t0.021\t1.711\t0.044\t6410\t110\t-0.020\t0.091\t0.53\t0.10\t0.545\t0.030\t-0.863\t0.085\t\n",
"OGLE-BLG-RRLYR-02526\t0.689\t0.053\t0.833\t0.021\t1.794\t0.043\t6220\t100\t-0.222\t0.090\t0.35\t0.10\t0.583\t0.029\t-1.124\t0.085\t\n",
"OGLE-BLG-RRLYR-02542\t0.632\t0.053\t0.738\t0.020\t1.613\t0.043\t6250\t100\t0.197\t0.089\t0.78\t0.10\t0.583\t0.029\t-0.703\t0.081\t\n",
"OGLE-BLG-RRLYR-02548\t0.612\t0.051\t0.708\t0.019\t1.667\t0.042\t6680\t100\t0.150\t0.087\t0.641\t0.098\t0.482\t0.028\t-0.596\t0.078\t\n",
"OGLE-BLG-RRLYR-02551\t0.696\t0.053\t0.781\t0.020\t1.744\t0.043\t6410\t100\t-0.073\t0.089\t0.46\t0.10\t0.542\t0.029\t-0.913\t0.081\t\n",
"OGLE-BLG-RRLYR-02563\t0.636\t0.056\t0.769\t0.020\t1.763\t0.043\t6580\t100\t-0.091\t0.089\t0.42\t0.10\t0.506\t0.028\t-0.872\t0.082\t\n",
"OGLE-BLG-RRLYR-02567\t0.590\t0.051\t0.694\t0.019\t1.626\t0.042\t6630\t100\t0.244\t0.087\t0.744\t0.098\t0.492\t0.028\t-0.513\t0.078\t\n",
"OGLE-BLG-RRLYR-02590\t0.599\t0.050\t0.687\t0.019\t1.611\t0.042\t6630\t100\t0.272\t0.087\t0.778\t0.098\t0.497\t0.028\t-0.500\t0.077\t\n",
"OGLE-BLG-RRLYR-02601\t0.732\t0.060\t0.734\t0.022\t1.674\t0.044\t6490\t110\t0.160\t0.091\t0.67\t0.10\t0.522\t0.030\t-0.652\t0.085\t\n",
"OGLE-BLG-RRLYR-02610\t0.718\t0.051\t0.821\t0.019\t1.687\t0.042\t5940\t110\t-0.014\t0.087\t0.642\t0.099\t0.660\t0.030\t-1.033\t0.078\t\n",
"OGLE-BLG-RRLYR-02640\t0.570\t0.054\t0.726\t0.020\t1.718\t0.043\t6730\t100\t0.019\t0.089\t0.49\t0.10\t0.472\t0.028\t-0.709\t0.080\t\n",
"OGLE-BLG-RRLYR-02641\t0.660\t0.056\t0.731\t0.021\t1.601\t0.044\t6250\t100\t0.241\t0.091\t0.83\t0.10\t0.586\t0.029\t-0.669\t0.083\t\n",
"OGLE-BLG-RRLYR-02646\t0.641\t0.055\t0.749\t0.021\t1.741\t0.043\t6630\t110\t-0.040\t0.090\t0.45\t0.10\t0.492\t0.032\t-0.797\t0.086\t\n",
"OGLE-BLG-RRLYR-02656\t0.748\t0.052\t0.763\t0.020\t1.579\t0.042\t5950\t100\t0.254\t0.087\t0.922\t0.098\t0.664\t0.029\t-0.768\t0.078\t\n",
"OGLE-BLG-RRLYR-02658\t0.613\t0.058\t0.725\t0.022\t1.628\t0.044\t6390\t100\t0.203\t0.090\t0.74\t0.10\t0.543\t0.029\t-0.641\t0.083\t\n",
"OGLE-BLG-RRLYR-02662\t0.588\t0.054\t0.686\t0.020\t1.626\t0.043\t6680\t100\t0.285\t0.088\t0.75\t0.10\t0.474\t0.028\t-0.453\t0.079\t\n",
"OGLE-BLG-RRLYR-02666\t0.565\t0.050\t0.666\t0.019\t1.567\t0.042\t6610\t100\t0.362\t0.087\t0.873\t0.098\t0.499\t0.028\t-0.413\t0.077\t\n",
"OGLE-BLG-RRLYR-02673\t0.688\t0.052\t0.765\t0.020\t1.717\t0.043\t6420\t100\t-0.001\t0.089\t0.53\t0.10\t0.539\t0.028\t-0.835\t0.080\t\n",
"OGLE-BLG-RRLYR-02680\t0.672\t0.057\t0.721\t0.022\t1.590\t0.043\t6270\t110\t0.282\t0.090\t0.85\t0.10\t0.576\t0.029\t-0.615\t0.084\t\n",
"OGLE-BLG-RRLYR-02687\t0.688\t0.052\t0.722\t0.019\t1.611\t0.042\t6350\t100\t0.231\t0.088\t0.805\t0.099\t0.564\t0.028\t-0.642\t0.078\t\n",
"OGLE-BLG-RRLYR-02688\t0.687\t0.051\t0.719\t0.019\t1.631\t0.042\t6450\t100\t0.230\t0.089\t0.74\t0.10\t0.528\t0.028\t-0.594\t0.079\t\n",
"OGLE-BLG-RRLYR-02692\t0.621\t0.051\t0.713\t0.019\t1.625\t0.042\t6470\t100\t0.236\t0.088\t0.754\t0.099\t0.525\t0.028\t-0.575\t0.078\t\n",
"OGLE-BLG-RRLYR-02695\t0.718\t0.054\t0.766\t0.020\t1.604\t0.042\t6030\t110\t0.182\t0.088\t0.82\t0.10\t0.641\t0.030\t-0.806\t0.080\t\n",
"OGLE-BLG-RRLYR-02703\t0.522\t0.049\t0.663\t0.019\t1.626\t0.042\t6860\t100\t0.254\t0.087\t0.703\t0.098\t0.434\t0.028\t-0.416\t0.077\t\n",
"OGLE-BLG-RRLYR-02707\t0.594\t0.060\t0.694\t0.022\t1.597\t0.046\t6520\t110\t0.330\t0.095\t0.83\t0.11\t0.512\t0.029\t-0.473\t0.088\t\n",
"OGLE-BLG-RRLYR-02708\t0.737\t0.057\t0.887\t0.021\t1.945\t0.048\t6320\t120\t-0.58\t0.10\t-0.03\t0.12\t0.545\t0.034\t-1.425\t0.089\t\n",
"OGLE-BLG-RRLYR-02712\t0.644\t0.054\t0.719\t0.020\t1.588\t0.042\t6280\t100\t0.275\t0.088\t0.849\t0.098\t0.575\t0.029\t-0.611\t0.081\t\n",
"OGLE-BLG-RRLYR-02714\t0.618\t0.052\t0.756\t0.019\t1.776\t0.042\t6720\t100\t-0.103\t0.087\t0.378\t0.099\t0.473\t0.028\t-0.834\t0.079\t\n",
"OGLE-BLG-RRLYR-02738\t0.693\t0.050\t0.732\t0.019\t1.621\t0.042\t6290\t100\t0.207\t0.087\t0.784\t0.099\t0.574\t0.028\t-0.682\t0.077\t\n",
"OGLE-BLG-RRLYR-02746\t0.631\t0.054\t0.726\t0.021\t1.663\t0.043\t6520\t100\t0.184\t0.089\t0.68\t0.10\t0.508\t0.028\t-0.609\t0.081\t\n",
"OGLE-BLG-RRLYR-02769\t0.646\t0.051\t0.737\t0.019\t1.752\t0.042\t6760\t100\t-0.018\t0.087\t0.430\t0.099\t0.454\t0.028\t-0.723\t0.077\t\n",
"OGLE-BLG-RRLYR-02782\t0.571\t0.050\t0.664\t0.019\t1.585\t0.042\t6690\t100\t0.363\t0.088\t0.83\t0.10\t0.473\t0.028\t-0.364\t0.078\t\n",
"OGLE-BLG-RRLYR-02787\t0.604\t0.050\t0.719\t0.019\t1.683\t0.042\t6660\t100\t0.101\t0.087\t0.595\t0.098\t0.487\t0.028\t-0.655\t0.077\t\n",
"OGLE-BLG-RRLYR-02790\t0.580\t0.054\t0.682\t0.020\t1.626\t0.043\t6720\t100\t0.254\t0.089\t0.73\t0.10\t0.474\t0.028\t-0.475\t0.080\t\n",
"OGLE-BLG-RRLYR-02814\t0.676\t0.052\t0.751\t0.019\t1.675\t0.042\t6370\t100\t0.091\t0.088\t0.644\t0.099\t0.553\t0.028\t-0.765\t0.079\t\n",
"OGLE-BLG-RRLYR-02818\t0.573\t0.055\t0.717\t0.020\t1.743\t0.044\t6880\t100\t0.000\t0.090\t0.44\t0.10\t0.432\t0.028\t-0.668\t0.081\t\n",
"OGLE-BLG-RRLYR-02819\t0.588\t0.054\t0.695\t0.020\t1.651\t0.043\t6720\t100\t0.194\t0.089\t0.67\t0.10\t0.473\t0.029\t-0.540\t0.081\t\n",
"OGLE-BLG-RRLYR-02824\t0.678\t0.055\t0.731\t0.021\t1.648\t0.044\t6410\t100\t0.190\t0.089\t0.72\t0.10\t0.536\t0.029\t-0.651\t0.082\t\n",
"OGLE-BLG-RRLYR-02839\t0.614\t0.051\t0.711\t0.019\t1.593\t0.042\t6350\t100\t0.272\t0.087\t0.828\t0.098\t0.557\t0.028\t-0.585\t0.078\t\n",
"OGLE-BLG-RRLYR-02854\t0.686\t0.054\t0.746\t0.020\t1.726\t0.043\t6600\t100\t0.049\t0.089\t0.52\t0.10\t0.488\t0.028\t-0.712\t0.080\t\n",
"OGLE-BLG-RRLYR-02861\t0.527\t0.056\t0.729\t0.021\t1.734\t0.044\t6760\t110\t-0.021\t0.092\t0.44\t0.10\t0.462\t0.030\t-0.737\t0.086\t\n",
"OGLE-BLG-RRLYR-02875\t0.605\t0.054\t0.691\t0.020\t1.639\t0.043\t6700\t100\t0.253\t0.090\t0.71\t0.10\t0.469\t0.029\t-0.479\t0.081\t\n",
"OGLE-BLG-RRLYR-02892\t0.683\t0.051\t0.739\t0.019\t1.672\t0.042\t6460\t99\t0.114\t0.087\t0.657\t0.099\t0.537\t0.028\t-0.718\t0.077\t\n",
"OGLE-BLG-RRLYR-02898\t0.569\t0.055\t0.709\t0.020\t1.586\t0.044\t6370\t110\t0.261\t0.092\t0.81\t0.11\t0.555\t0.029\t-0.592\t0.083\t\n",
"OGLE-BLG-RRLYR-02902\t0.616\t0.056\t0.689\t0.020\t1.618\t0.044\t6620\t100\t0.272\t0.090\t0.78\t0.10\t0.494\t0.029\t-0.494\t0.082\t\n",
"OGLE-BLG-RRLYR-02922\t0.592\t0.057\t0.701\t0.020\t1.619\t0.043\t6540\t110\t0.249\t0.089\t0.76\t0.10\t0.512\t0.029\t-0.548\t0.082\t\n",
"OGLE-BLG-RRLYR-02928\t0.680\t0.051\t0.715\t0.019\t1.639\t0.042\t6510\t100\t0.252\t0.087\t0.750\t0.099\t0.513\t0.028\t-0.548\t0.078\t\n",
"OGLE-BLG-RRLYR-02930\t0.601\t0.056\t0.773\t0.021\t1.804\t0.043\t6690\t110\t-0.186\t0.090\t0.30\t0.10\t0.478\t0.030\t-0.921\t0.084\t\n",
"OGLE-BLG-RRLYR-02932\t0.720\t0.052\t0.841\t0.020\t1.817\t0.042\t6230\t100\t-0.274\t0.088\t0.306\t0.099\t0.583\t0.028\t-1.176\t0.081\t\n",
"OGLE-BLG-RRLYR-02934\t0.636\t0.055\t0.717\t0.020\t1.639\t0.042\t6500\t100\t0.220\t0.088\t0.727\t0.099\t0.517\t0.029\t-0.587\t0.080\t\n",
"OGLE-BLG-RRLYR-02938\t0.609\t0.052\t0.764\t0.020\t1.547\t0.042\t5840\t100\t0.252\t0.087\t0.971\t0.099\t0.704\t0.029\t-0.823\t0.080\t\n",
"OGLE-BLG-RRLYR-02942\t0.619\t0.052\t0.706\t0.019\t1.607\t0.042\t6470\t100\t0.256\t0.087\t0.794\t0.099\t0.534\t0.028\t-0.574\t0.078\t\n",
"OGLE-BLG-RRLYR-02952\t0.677\t0.053\t0.737\t0.021\t1.556\t0.042\t6060\t110\t0.309\t0.089\t0.94\t0.10\t0.634\t0.032\t-0.671\t0.081\t\n",
"OGLE-BLG-RRLYR-02977\t0.555\t0.052\t0.699\t0.020\t1.683\t0.042\t6800\t100\t0.127\t0.088\t0.588\t0.098\t0.453\t0.028\t-0.577\t0.080\t\n",
"OGLE-BLG-RRLYR-02981\t0.590\t0.050\t0.750\t0.019\t1.755\t0.042\t6680\t100\t-0.061\t0.087\t0.429\t0.099\t0.476\t0.028\t-0.806\t0.077\t\n",
"OGLE-BLG-RRLYR-02986\t0.634\t0.061\t0.760\t0.023\t1.753\t0.043\t6580\t110\t-0.075\t0.092\t0.44\t0.10\t0.504\t0.031\t-0.854\t0.092\t\n",
"OGLE-BLG-RRLYR-02987\t0.642\t0.052\t0.727\t0.021\t1.579\t0.045\t6200\t100\t0.262\t0.092\t0.84\t0.11\t0.589\t0.029\t-0.659\t0.082\t\n",
"OGLE-BLG-RRLYR-02989\t0.602\t0.062\t0.693\t0.024\t1.544\t0.049\t6300\t110\t0.37\t0.10\t0.94\t0.12\t0.569\t0.030\t-0.508\t0.096\t\n",
"OGLE-BLG-RRLYR-03000\t0.588\t0.052\t0.750\t0.020\t1.678\t0.043\t6390\t100\t0.081\t0.089\t0.62\t0.10\t0.545\t0.028\t-0.772\t0.080\t\n",
"OGLE-BLG-RRLYR-03005\t0.657\t0.051\t0.810\t0.019\t1.856\t0.042\t6580\t100\t-0.313\t0.087\t0.189\t0.099\t0.499\t0.028\t-1.079\t0.078\t\n",
"OGLE-BLG-RRLYR-03007\t0.615\t0.051\t0.718\t0.019\t1.591\t0.042\t6330\t100\t0.284\t0.088\t0.83\t0.10\t0.563\t0.028\t-0.585\t0.079\t\n",
"OGLE-BLG-RRLYR-03012\t0.581\t0.051\t0.692\t0.019\t1.615\t0.042\t6590\t100\t0.264\t0.087\t0.767\t0.099\t0.500\t0.028\t-0.511\t0.078\t\n",
"OGLE-BLG-RRLYR-03014\t0.668\t0.050\t0.744\t0.019\t1.560\t0.042\t6040\t100\t0.295\t0.087\t0.933\t0.099\t0.639\t0.028\t-0.690\t0.078\t\n",
"OGLE-BLG-RRLYR-03035\t0.639\t0.056\t0.722\t0.020\t1.638\t0.043\t6480\t100\t0.181\t0.089\t0.71\t0.10\t0.533\t0.028\t-0.642\t0.081\t\n",
"OGLE-BLG-RRLYR-03065\t0.728\t0.051\t0.792\t0.019\t1.752\t0.042\t6372\t99\t-0.086\t0.087\t0.473\t0.099\t0.559\t0.028\t-0.951\t0.078\t\n",
"OGLE-BLG-RRLYR-03076\t0.659\t0.053\t0.725\t0.020\t1.605\t0.042\t6300\t100\t0.243\t0.089\t0.818\t0.099\t0.572\t0.028\t-0.640\t0.081\t\n",
"OGLE-BLG-RRLYR-03092\t0.610\t0.060\t0.704\t0.021\t1.620\t0.044\t6520\t100\t0.240\t0.090\t0.76\t0.10\t0.518\t0.029\t-0.567\t0.083\t\n",
"OGLE-BLG-RRLYR-03093\t0.666\t0.052\t0.734\t0.020\t1.623\t0.042\t6300\t100\t0.213\t0.088\t0.766\t0.099\t0.564\t0.028\t-0.664\t0.079\t\n",
"OGLE-BLG-RRLYR-03099\t0.708\t0.053\t0.751\t0.020\t1.667\t0.042\t6330\t100\t0.103\t0.088\t0.673\t0.099\t0.565\t0.028\t-0.771\t0.080\t\n",
"OGLE-BLG-RRLYR-03108\t0.676\t0.050\t0.737\t0.019\t1.575\t0.041\t6120\t100\t0.263\t0.087\t0.886\t0.098\t0.621\t0.028\t-0.690\t0.077\t\n",
"OGLE-BLG-RRLYR-03110\t0.606\t0.050\t0.718\t0.019\t1.713\t0.042\t6770\t100\t0.074\t0.087\t0.540\t0.099\t0.459\t0.028\t-0.643\t0.077\t\n",
"OGLE-BLG-RRLYR-03113\t0.583\t0.051\t0.672\t0.019\t1.593\t0.042\t6670\t100\t0.320\t0.088\t0.802\t0.099\t0.474\t0.028\t-0.424\t0.078\t\n",
"OGLE-BLG-RRLYR-03146\t0.708\t0.050\t0.735\t0.019\t1.649\t0.042\t6390\t100\t0.187\t0.087\t0.722\t0.099\t0.545\t0.028\t-0.658\t0.077\t\n",
"OGLE-BLG-RRLYR-03149\t0.539\t0.051\t0.682\t0.019\t1.633\t0.042\t6731\t99\t0.232\t0.088\t0.708\t0.099\t0.468\t0.028\t-0.495\t0.078\t\n",
"OGLE-BLG-RRLYR-03153\t0.685\t0.051\t0.715\t0.020\t1.583\t0.042\t6300\t100\t0.318\t0.088\t0.87\t0.10\t0.568\t0.029\t-0.554\t0.079\t\n",
"OGLE-BLG-RRLYR-03181\t0.573\t0.056\t0.706\t0.021\t1.578\t0.043\t6350\t100\t0.318\t0.089\t0.86\t0.10\t0.553\t0.029\t-0.545\t0.082\t\n",
"OGLE-BLG-RRLYR-03189\t0.645\t0.055\t0.721\t0.020\t1.591\t0.042\t6270\t100\t0.272\t0.088\t0.843\t0.099\t0.575\t0.029\t-0.617\t0.081\t\n",
"OGLE-BLG-RRLYR-03209\t0.564\t0.055\t0.667\t0.020\t1.631\t0.044\t6840\t100\t0.259\t0.090\t0.70\t0.10\t0.442\t0.029\t-0.429\t0.081\t\n",
"OGLE-BLG-RRLYR-03212\t0.614\t0.054\t0.699\t0.020\t1.599\t0.043\t6500\t100\t0.271\t0.089\t0.81\t0.10\t0.530\t0.029\t-0.550\t0.082\t\n",
"OGLE-BLG-RRLYR-03216\t0.561\t0.055\t0.693\t0.020\t1.590\t0.043\t6510\t100\t0.288\t0.089\t0.818\t0.099\t0.522\t0.029\t-0.524\t0.082\t\n",
"OGLE-BLG-RRLYR-03217\t0.665\t0.050\t0.750\t0.019\t1.568\t0.042\t6040\t100\t0.275\t0.087\t0.913\t0.099\t0.640\t0.028\t-0.711\t0.078\t\n",
"OGLE-BLG-RRLYR-03228\t0.632\t0.050\t0.697\t0.019\t1.570\t0.042\t6390\t100\t0.312\t0.087\t0.883\t0.098\t0.556\t0.028\t-0.552\t0.078\t\n",
"OGLE-BLG-RRLYR-03246\t0.528\t0.049\t0.705\t0.019\t1.674\t0.042\t6727\t99\t0.125\t0.087\t0.605\t0.098\t0.470\t0.028\t-0.608\t0.078\t\n",
"OGLE-BLG-RRLYR-03253\t0.533\t0.049\t0.677\t0.019\t1.647\t0.042\t6823\t99\t0.211\t0.087\t0.657\t0.098\t0.449\t0.028\t-0.489\t0.077\t\n",
"OGLE-BLG-RRLYR-03256\t0.696\t0.051\t0.823\t0.019\t1.707\t0.042\t6000\t100\t-0.057\t0.087\t0.591\t0.099\t0.644\t0.029\t-1.056\t0.078\t\n",
"OGLE-BLG-RRLYR-03268\t0.593\t0.056\t0.700\t0.020\t1.626\t0.042\t6560\t100\t0.229\t0.088\t0.736\t0.099\t0.506\t0.029\t-0.555\t0.080\t\n",
"OGLE-BLG-RRLYR-03278\t0.761\t0.053\t0.738\t0.020\t1.638\t0.042\t6320\t100\t0.194\t0.088\t0.769\t0.099\t0.571\t0.028\t-0.696\t0.080\t\n",
"OGLE-BLG-RRLYR-03280\t0.679\t0.055\t0.745\t0.021\t1.648\t0.042\t6310\t110\t0.141\t0.088\t0.694\t0.099\t0.563\t0.030\t-0.729\t0.082\t\n",
"OGLE-BLG-RRLYR-03284\t0.585\t0.050\t0.738\t0.019\t1.587\t0.042\t6188\t99\t0.248\t0.087\t0.845\t0.099\t0.599\t0.028\t-0.682\t0.077\t\n",
"OGLE-BLG-RRLYR-03296\t0.701\t0.055\t0.779\t0.021\t1.812\t0.043\t6660\t100\t-0.173\t0.090\t0.30\t0.10\t0.482\t0.029\t-0.919\t0.083\t\n",
"OGLE-BLG-RRLYR-03320\t0.551\t0.053\t0.685\t0.020\t1.673\t0.042\t6870\t110\t0.156\t0.088\t0.603\t0.099\t0.432\t0.030\t-0.520\t0.081\t\n",
"OGLE-BLG-RRLYR-03336\t0.632\t0.052\t0.731\t0.020\t1.650\t0.044\t6440\t100\t0.204\t0.091\t0.71\t0.10\t0.525\t0.029\t-0.619\t0.080\t\n",
"OGLE-BLG-RRLYR-03347\t0.553\t0.050\t0.713\t0.019\t1.717\t0.042\t6830\t100\t0.052\t0.087\t0.503\t0.098\t0.449\t0.029\t-0.651\t0.079\t\n",
"OGLE-BLG-RRLYR-03352\t0.620\t0.052\t0.733\t0.019\t1.741\t0.042\t6730\t100\t-0.010\t0.088\t0.449\t0.099\t0.462\t0.028\t-0.729\t0.078\t\n",
"OGLE-BLG-RRLYR-03357\t0.657\t0.050\t0.832\t0.019\t1.784\t0.042\t6190\t100\t-0.216\t0.087\t0.367\t0.099\t0.588\t0.028\t-1.128\t0.078\t\n",
"OGLE-BLG-RRLYR-03362\t0.718\t0.052\t0.773\t0.020\t1.645\t0.042\t6120\t100\t0.116\t0.088\t0.728\t0.099\t0.617\t0.028\t-0.837\t0.079\t\n",
"OGLE-BLG-RRLYR-03364\t0.550\t0.063\t0.666\t0.024\t1.636\t0.046\t6870\t110\t0.282\t0.093\t0.71\t0.10\t0.427\t0.031\t-0.386\t0.091\t\n",
"OGLE-BLG-RRLYR-03367\t0.563\t0.057\t0.745\t0.021\t1.706\t0.042\t6560\t110\t0.001\t0.090\t0.522\t0.099\t0.514\t0.031\t-0.800\t0.088\t\n",
"OGLE-BLG-RRLYR-03373\t0.659\t0.056\t0.795\t0.023\t1.774\t0.044\t6410\t110\t-0.112\t0.092\t0.40\t0.10\t0.529\t0.030\t-0.940\t0.085\t\n",
"OGLE-BLG-RRLYR-03376\t0.721\t0.053\t0.748\t0.020\t1.629\t0.042\t6230\t100\t0.179\t0.088\t0.772\t0.099\t0.595\t0.028\t-0.743\t0.080\t\n",
"OGLE-BLG-RRLYR-03381\t0.658\t0.061\t0.706\t0.022\t1.615\t0.046\t6480\t100\t0.253\t0.095\t0.77\t0.11\t0.527\t0.028\t-0.564\t0.086\t\n",
"OGLE-BLG-RRLYR-03391\t0.570\t0.050\t0.677\t0.019\t1.622\t0.042\t6730\t100\t0.247\t0.087\t0.719\t0.099\t0.463\t0.028\t-0.474\t0.077\t\n",
"OGLE-BLG-RRLYR-03403\t0.607\t0.057\t0.706\t0.020\t1.648\t0.043\t6600\t100\t0.193\t0.089\t0.68\t0.10\t0.494\t0.028\t-0.575\t0.081\t\n",
"OGLE-BLG-RRLYR-03406\t0.561\t0.051\t0.721\t0.019\t1.717\t0.042\t6760\t100\t0.029\t0.088\t0.49\t0.10\t0.461\t0.028\t-0.683\t0.078\t\n",
"OGLE-BLG-RRLYR-03422\t0.682\t0.057\t0.753\t0.021\t1.594\t0.042\t6070\t110\t0.216\t0.088\t0.84\t0.10\t0.630\t0.031\t-0.756\t0.081\t\n",
"OGLE-BLG-RRLYR-03433\t0.651\t0.054\t0.711\t0.020\t1.634\t0.043\t6520\t100\t0.212\t0.089\t0.73\t0.10\t0.521\t0.028\t-0.597\t0.081\t\n",
"OGLE-BLG-RRLYR-03442\t0.644\t0.052\t0.723\t0.019\t1.632\t0.042\t6420\t100\t0.225\t0.087\t0.749\t0.099\t0.533\t0.028\t-0.606\t0.078\t\n",
"OGLE-BLG-RRLYR-03447\t0.675\t0.055\t0.742\t0.020\t1.630\t0.043\t6290\t100\t0.204\t0.088\t0.763\t0.099\t0.567\t0.029\t-0.681\t0.080\t\n",
"OGLE-BLG-RRLYR-03451\t0.676\t0.050\t0.815\t0.019\t1.841\t0.042\t6510\t100\t-0.299\t0.087\t0.227\t0.099\t0.519\t0.028\t-1.099\t0.078\t\n",
"OGLE-BLG-RRLYR-03452\t0.579\t0.050\t0.745\t0.019\t1.586\t0.042\t6150\t100\t0.216\t0.088\t0.82\t0.10\t0.613\t0.028\t-0.732\t0.077\t\n",
"OGLE-BLG-RRLYR-03459\t0.737\t0.056\t0.735\t0.020\t1.641\t0.043\t6350\t100\t0.189\t0.089\t0.74\t0.10\t0.560\t0.029\t-0.682\t0.082\t\n",
"OGLE-BLG-RRLYR-03476\t0.707\t0.052\t0.774\t0.020\t1.671\t0.042\t6190\t100\t0.065\t0.088\t0.659\t0.099\t0.598\t0.028\t-0.858\t0.080\t\n",
"OGLE-BLG-RRLYR-03508\t0.713\t0.060\t0.733\t0.021\t1.612\t0.044\t6280\t100\t0.227\t0.091\t0.81\t0.10\t0.583\t0.029\t-0.676\t0.086\t\n",
"OGLE-BLG-RRLYR-03554\t0.608\t0.051\t0.762\t0.020\t1.534\t0.042\t5840\t100\t0.295\t0.088\t1.000\t0.099\t0.698\t0.028\t-0.777\t0.079\t\n",
"OGLE-BLG-RRLYR-03595\t0.561\t0.054\t0.690\t0.020\t1.642\t0.043\t6710\t100\t0.250\t0.089\t0.70\t0.10\t0.462\t0.029\t-0.473\t0.080\t\n",
"OGLE-BLG-RRLYR-03605\t0.664\t0.064\t0.731\t0.023\t1.651\t0.046\t6420\t110\t0.170\t0.095\t0.69\t0.10\t0.537\t0.030\t-0.669\t0.093\t\n",
"OGLE-BLG-RRLYR-03632\t0.553\t0.050\t0.724\t0.019\t1.669\t0.042\t6550\t100\t0.094\t0.087\t0.605\t0.099\t0.510\t0.029\t-0.690\t0.079\t\n",
"OGLE-BLG-RRLYR-03639\t0.725\t0.051\t0.773\t0.019\t1.561\t0.042\t5830\t100\t0.252\t0.087\t0.948\t0.099\t0.696\t0.028\t-0.812\t0.078\t\n",
"OGLE-BLG-RRLYR-03672\t0.735\t0.062\t0.739\t0.023\t1.687\t0.046\t6490\t100\t0.127\t0.094\t0.64\t0.11\t0.521\t0.029\t-0.687\t0.087\t\n",
"OGLE-BLG-RRLYR-03730\t0.715\t0.050\t0.740\t0.019\t1.609\t0.042\t6210\t100\t0.264\t0.087\t0.840\t0.098\t0.586\t0.028\t-0.648\t0.077\t\n",
"OGLE-BLG-RRLYR-03755\t0.602\t0.053\t0.743\t0.020\t1.756\t0.042\t6750\t100\t-0.050\t0.088\t0.426\t0.099\t0.470\t0.028\t-0.775\t0.079\t\n",
"OGLE-BLG-RRLYR-03765\t0.556\t0.050\t0.700\t0.019\t1.559\t0.042\t6360\t100\t0.348\t0.088\t0.89\t0.10\t0.547\t0.028\t-0.516\t0.077\t\n",
"OGLE-BLG-RRLYR-03770\t0.646\t0.053\t0.738\t0.021\t1.703\t0.043\t6580\t110\t0.099\t0.089\t0.57\t0.10\t0.486\t0.030\t-0.669\t0.081\t\n",
"OGLE-BLG-RRLYR-03773\t0.618\t0.051\t0.788\t0.019\t1.744\t0.042\t6370\t100\t-0.112\t0.088\t0.43\t0.10\t0.550\t0.028\t-0.962\t0.079\t\n",
"OGLE-BLG-RRLYR-03785\t0.601\t0.051\t0.689\t0.019\t1.584\t0.042\t6510\t100\t0.301\t0.088\t0.838\t0.099\t0.524\t0.028\t-0.513\t0.079\t\n",
"OGLE-BLG-RRLYR-03789\t0.661\t0.050\t0.740\t0.019\t1.558\t0.041\t6050\t100\t0.284\t0.087\t0.928\t0.098\t0.640\t0.028\t-0.702\t0.077\t\n",
"OGLE-BLG-RRLYR-03791\t0.759\t0.059\t0.723\t0.021\t1.710\t0.045\t6680\t110\t0.095\t0.093\t0.56\t0.10\t0.478\t0.030\t-0.662\t0.087\t\n",
"OGLE-BLG-RRLYR-03804\t0.746\t0.056\t0.812\t0.022\t1.791\t0.044\t6350\t110\t-0.141\t0.092\t0.39\t0.10\t0.548\t0.030\t-0.997\t0.088\t\n",
"OGLE-BLG-RRLYR-03806\t0.690\t0.060\t0.756\t0.021\t1.679\t0.044\t6360\t100\t0.076\t0.090\t0.63\t0.10\t0.559\t0.028\t-0.788\t0.083\t\n",
"OGLE-BLG-RRLYR-03817\t0.674\t0.053\t0.784\t0.021\t1.802\t0.043\t6570\t100\t-0.160\t0.090\t0.31\t0.10\t0.491\t0.029\t-0.925\t0.082\t\n",
"OGLE-BLG-RRLYR-03841\t0.633\t0.050\t0.741\t0.019\t1.726\t0.042\t6661\t99\t0.005\t0.087\t0.497\t0.099\t0.490\t0.028\t-0.746\t0.077\t\n",
"OGLE-BLG-RRLYR-03865\t0.551\t0.049\t0.733\t0.019\t1.731\t0.041\t6729\t99\t-0.004\t0.087\t0.464\t0.098\t0.472\t0.028\t-0.749\t0.077\t\n",
"OGLE-BLG-RRLYR-03866\t0.550\t0.051\t0.684\t0.020\t1.542\t0.042\t6400\t100\t0.380\t0.088\t0.946\t0.099\t0.550\t0.028\t-0.471\t0.079\t\n",
"OGLE-BLG-RRLYR-03867\t0.673\t0.051\t0.760\t0.020\t1.585\t0.042\t6010\t100\t0.217\t0.087\t0.862\t0.098\t0.646\t0.028\t-0.778\t0.079\t\n",
"OGLE-BLG-RRLYR-03869\t0.568\t0.050\t0.715\t0.019\t1.591\t0.042\t6330\t100\t0.275\t0.087\t0.826\t0.099\t0.555\t0.028\t-0.597\t0.077\t\n",
"OGLE-BLG-RRLYR-03893\t0.722\t0.056\t0.770\t0.021\t1.643\t0.043\t6120\t100\t0.117\t0.090\t0.74\t0.10\t0.619\t0.029\t-0.836\t0.083\t\n",
"OGLE-BLG-RRLYR-03910\t0.619\t0.054\t0.691\t0.020\t1.677\t0.043\t6830\t100\t0.165\t0.089\t0.61\t0.10\t0.445\t0.028\t-0.524\t0.080\t\n",
"OGLE-BLG-RRLYR-03915\t0.654\t0.053\t0.704\t0.020\t1.607\t0.042\t6490\t100\t0.281\t0.088\t0.818\t0.099\t0.528\t0.028\t-0.537\t0.080\t\n",
"OGLE-BLG-RRLYR-03922\t0.675\t0.052\t0.722\t0.019\t1.638\t0.042\t6450\t100\t0.210\t0.087\t0.742\t0.099\t0.536\t0.028\t-0.625\t0.078\t\n",
"OGLE-BLG-RRLYR-03925\t0.676\t0.051\t0.760\t0.019\t1.686\t0.042\t6340\t100\t0.060\t0.088\t0.60\t0.10\t0.555\t0.028\t-0.801\t0.078\t\n",
"OGLE-BLG-RRLYR-03935\t0.571\t0.056\t0.711\t0.021\t1.566\t0.043\t6270\t110\t0.291\t0.090\t0.87\t0.10\t0.577\t0.029\t-0.602\t0.086\t\n",
"OGLE-BLG-RRLYR-03941\t0.687\t0.051\t0.777\t0.019\t1.748\t0.042\t6440\t100\t-0.080\t0.088\t0.454\t0.099\t0.536\t0.028\t-0.906\t0.079\t\n",
"OGLE-BLG-RRLYR-03958\t0.613\t0.057\t0.707\t0.021\t1.585\t0.044\t6360\t100\t0.284\t0.091\t0.84\t0.10\t0.558\t0.028\t-0.580\t0.084\t\n",
"OGLE-BLG-RRLYR-03972\t0.567\t0.063\t0.760\t0.024\t1.752\t0.045\t6600\t120\t-0.092\t0.094\t0.41\t0.10\t0.504\t0.032\t-0.873\t0.094\t\n",
"OGLE-BLG-RRLYR-03987\t0.631\t0.050\t0.726\t0.019\t1.614\t0.042\t6348\t99\t0.251\t0.088\t0.787\t0.099\t0.550\t0.028\t-0.614\t0.078\t\n",
"OGLE-BLG-RRLYR-03988\t0.544\t0.056\t0.696\t0.020\t1.628\t0.044\t6600\t100\t0.220\t0.089\t0.72\t0.10\t0.496\t0.028\t-0.550\t0.080\t\n",
"OGLE-BLG-RRLYR-03993\t0.548\t0.051\t0.681\t0.019\t1.627\t0.042\t6732\t99\t0.252\t0.087\t0.729\t0.099\t0.469\t0.028\t-0.473\t0.077\t\n",
"OGLE-BLG-RRLYR-04071\t0.680\t0.050\t0.754\t0.019\t1.603\t0.042\t6090\t100\t0.184\t0.087\t0.810\t0.098\t0.624\t0.028\t-0.776\t0.078\t\n",
"OGLE-BLG-RRLYR-04076\t0.618\t0.050\t0.717\t0.019\t1.591\t0.042\t6310\t100\t0.296\t0.087\t0.848\t0.098\t0.561\t0.028\t-0.583\t0.078\t\n",
"OGLE-BLG-RRLYR-04090\t0.641\t0.051\t0.764\t0.020\t1.585\t0.042\t5990\t100\t0.225\t0.087\t0.890\t0.099\t0.660\t0.028\t-0.787\t0.079\t\n",
"OGLE-BLG-RRLYR-04092\t0.624\t0.052\t0.762\t0.020\t1.662\t0.043\t6250\t99\t0.098\t0.089\t0.66\t0.10\t0.573\t0.028\t-0.802\t0.079\t\n",
"OGLE-BLG-RRLYR-04098\t0.554\t0.049\t0.672\t0.019\t1.594\t0.042\t6680\t100\t0.314\t0.087\t0.810\t0.099\t0.483\t0.028\t-0.437\t0.077\t\n",
"OGLE-BLG-RRLYR-04101\t0.586\t0.052\t0.689\t0.020\t1.681\t0.043\t6860\t100\t0.162\t0.088\t0.61\t0.10\t0.438\t0.028\t-0.511\t0.079\t\n",
"OGLE-BLG-RRLYR-04121\t0.660\t0.051\t0.748\t0.019\t1.676\t0.042\t6400\t100\t0.098\t0.087\t0.637\t0.099\t0.543\t0.028\t-0.740\t0.078\t\n",
"OGLE-BLG-RRLYR-04128\t0.564\t0.051\t0.702\t0.019\t1.591\t0.042\t6440\t99\t0.296\t0.087\t0.829\t0.099\t0.534\t0.028\t-0.537\t0.078\t\n",
"OGLE-BLG-RRLYR-04129\t0.693\t0.051\t0.791\t0.020\t1.756\t0.042\t6380\t100\t-0.092\t0.087\t0.446\t0.099\t0.541\t0.028\t-0.935\t0.078\t\n",
"OGLE-BLG-RRLYR-04130\t0.626\t0.053\t0.712\t0.020\t1.634\t0.043\t6520\t100\t0.249\t0.089\t0.75\t0.10\t0.513\t0.029\t-0.549\t0.081\t\n",
"OGLE-BLG-RRLYR-04154\t0.701\t0.050\t0.808\t0.019\t1.760\t0.042\t6280\t100\t-0.141\t0.087\t0.441\t0.098\t0.578\t0.028\t-1.034\t0.077\t\n",
"OGLE-BLG-RRLYR-04179\t0.596\t0.051\t0.748\t0.020\t1.645\t0.044\t6310\t100\t0.140\t0.090\t0.69\t0.10\t0.560\t0.029\t-0.735\t0.078\t\n",
"OGLE-BLG-RRLYR-04196\t0.708\t0.050\t0.745\t0.019\t1.606\t0.042\t6170\t100\t0.226\t0.087\t0.816\t0.099\t0.597\t0.028\t-0.701\t0.078\t\n",
"OGLE-BLG-RRLYR-04202\t0.541\t0.051\t0.723\t0.019\t1.728\t0.042\t6791\t99\t0.007\t0.088\t0.472\t0.099\t0.458\t0.028\t-0.697\t0.078\t\n",
"OGLE-BLG-RRLYR-04213\t0.629\t0.050\t0.743\t0.019\t1.677\t0.042\t6470\t100\t0.111\t0.088\t0.61\t0.10\t0.510\t0.028\t-0.686\t0.077\t\n",
"OGLE-BLG-RRLYR-04216\t0.610\t0.056\t0.713\t0.022\t1.643\t0.044\t6530\t100\t0.215\t0.090\t0.71\t0.10\t0.506\t0.029\t-0.579\t0.083\t\n",
"OGLE-BLG-RRLYR-04221\t0.665\t0.052\t0.728\t0.020\t1.666\t0.042\t6500\t100\t0.172\t0.088\t0.667\t0.099\t0.511\t0.028\t-0.630\t0.080\t\n",
"OGLE-BLG-RRLYR-04232\t0.721\t0.056\t0.766\t0.021\t1.628\t0.043\t6090\t100\t0.149\t0.090\t0.78\t0.10\t0.627\t0.029\t-0.818\t0.083\t\n",
"OGLE-BLG-RRLYR-04245\t0.710\t0.052\t0.800\t0.020\t1.740\t0.042\t6250\t100\t-0.090\t0.089\t0.48\t0.10\t0.580\t0.028\t-0.982\t0.080\t\n",
"OGLE-BLG-RRLYR-04273\t0.757\t0.052\t0.823\t0.019\t1.685\t0.042\t5920\t100\t-0.006\t0.087\t0.657\t0.099\t0.666\t0.029\t-1.032\t0.079\t\n",
"OGLE-BLG-RRLYR-04280\t0.643\t0.053\t0.732\t0.020\t1.585\t0.042\t6190\t100\t0.258\t0.089\t0.857\t0.099\t0.600\t0.028\t-0.673\t0.081\t\n",
"OGLE-BLG-RRLYR-04282\t0.567\t0.058\t0.707\t0.021\t1.674\t0.044\t6710\t110\t0.139\t0.090\t0.60\t0.10\t0.470\t0.030\t-0.590\t0.082\t\n",
"OGLE-BLG-RRLYR-04298\t0.722\t0.050\t0.734\t0.019\t1.607\t0.042\t6240\t100\t0.247\t0.087\t0.830\t0.098\t0.586\t0.028\t-0.665\t0.077\t\n",
"OGLE-BLG-RRLYR-04334\t0.698\t0.052\t0.744\t0.020\t1.634\t0.042\t6280\t100\t0.202\t0.088\t0.76\t0.10\t0.567\t0.028\t-0.685\t0.079\t\n",
"OGLE-BLG-RRLYR-04337\t0.656\t0.058\t0.798\t0.021\t1.791\t0.044\t6460\t100\t-0.188\t0.092\t0.35\t0.10\t0.533\t0.029\t-1.008\t0.085\t\n",
"OGLE-BLG-RRLYR-04353\t0.673\t0.050\t0.733\t0.019\t1.563\t0.042\t6100\t100\t0.289\t0.087\t0.913\t0.098\t0.623\t0.028\t-0.670\t0.077\t\n",
"OGLE-BLG-RRLYR-04361\t0.753\t0.051\t0.780\t0.019\t1.729\t0.042\t6360\t100\t-0.016\t0.087\t0.551\t0.099\t0.558\t0.028\t-0.896\t0.078\t\n",
"OGLE-BLG-RRLYR-04378\t0.665\t0.050\t0.714\t0.019\t1.629\t0.042\t6490\t100\t0.216\t0.087\t0.757\t0.098\t0.531\t0.028\t-0.609\t0.078\t\n",
"OGLE-BLG-RRLYR-04380\t0.711\t0.051\t0.734\t0.019\t1.640\t0.042\t6370\t100\t0.183\t0.088\t0.742\t0.099\t0.559\t0.028\t-0.686\t0.078\t\n",
"OGLE-BLG-RRLYR-04412\t0.615\t0.050\t0.691\t0.019\t1.532\t0.042\t6310\t100\t0.376\t0.087\t0.958\t0.098\t0.576\t0.028\t-0.513\t0.078\t\n",
"OGLE-BLG-RRLYR-04431\t0.657\t0.050\t0.781\t0.019\t1.729\t0.042\t6360\t100\t-0.040\t0.087\t0.503\t0.098\t0.552\t0.028\t-0.907\t0.079\t\n",
"OGLE-BLG-RRLYR-04441\t0.743\t0.050\t0.734\t0.019\t1.610\t0.042\t6247\t99\t0.264\t0.087\t0.846\t0.099\t0.585\t0.028\t-0.660\t0.077\t\n",
"OGLE-BLG-RRLYR-04444\t0.559\t0.050\t0.733\t0.019\t1.587\t0.042\t6215\t99\t0.240\t0.087\t0.826\t0.099\t0.593\t0.028\t-0.690\t0.077\t\n",
"OGLE-BLG-RRLYR-04458\t0.689\t0.055\t0.803\t0.020\t1.826\t0.043\t6540\t110\t-0.244\t0.089\t0.27\t0.10\t0.512\t0.029\t-1.036\t0.082\t\n",
"OGLE-BLG-RRLYR-04471\t0.776\t0.051\t0.742\t0.019\t1.705\t0.042\t6540\t100\t0.132\t0.088\t0.634\t0.099\t0.510\t0.028\t-0.655\t0.079\t\n",
"OGLE-BLG-RRLYR-04497\t0.665\t0.052\t0.735\t0.019\t1.555\t0.042\t6060\t100\t0.291\t0.087\t0.931\t0.098\t0.634\t0.028\t-0.680\t0.079\t\n",
"OGLE-BLG-RRLYR-04500\t0.755\t0.053\t0.758\t0.020\t1.659\t0.042\t6240\t100\t0.125\t0.088\t0.707\t0.099\t0.584\t0.028\t-0.786\t0.080\t\n",
"OGLE-BLG-RRLYR-04507\t0.684\t0.058\t0.732\t0.021\t1.647\t0.043\t6420\t100\t0.204\t0.090\t0.74\t0.10\t0.539\t0.029\t-0.634\t0.083\t\n",
"OGLE-BLG-RRLYR-04517\t0.539\t0.050\t0.701\t0.019\t1.579\t0.043\t6420\t100\t0.312\t0.088\t0.83\t0.10\t0.529\t0.028\t-0.522\t0.077\t\n",
"OGLE-BLG-RRLYR-04532\t0.652\t0.056\t0.701\t0.020\t1.610\t0.043\t6520\t100\t0.262\t0.089\t0.79\t0.10\t0.526\t0.028\t-0.545\t0.081\t\n",
"OGLE-BLG-RRLYR-04538\t0.571\t0.051\t0.687\t0.019\t1.533\t0.042\t6340\t100\t0.400\t0.087\t0.952\t0.099\t0.559\t0.028\t-0.470\t0.078\t\n",
"OGLE-BLG-RRLYR-04550\t0.646\t0.051\t0.755\t0.019\t1.659\t0.042\t6300\t100\t0.110\t0.087\t0.668\t0.099\t0.564\t0.028\t-0.765\t0.078\t\n",
"OGLE-BLG-RRLYR-04555\t0.717\t0.054\t0.747\t0.020\t1.630\t0.043\t6230\t100\t0.183\t0.089\t0.76\t0.10\t0.590\t0.028\t-0.734\t0.081\t\n",
"OGLE-BLG-RRLYR-04566\t0.555\t0.053\t0.699\t0.020\t1.675\t0.042\t6740\t100\t0.150\t0.088\t0.61\t0.10\t0.460\t0.028\t-0.566\t0.079\t\n",
"OGLE-BLG-RRLYR-04571\t0.691\t0.051\t0.789\t0.020\t1.677\t0.042\t6110\t100\t0.024\t0.087\t0.647\t0.099\t0.619\t0.028\t-0.924\t0.079\t\n",
"OGLE-BLG-RRLYR-04584\t0.674\t0.051\t0.717\t0.019\t1.589\t0.042\t6300\t100\t0.292\t0.088\t0.867\t0.099\t0.571\t0.028\t-0.592\t0.079\t\n",
"OGLE-BLG-RRLYR-04591\t0.687\t0.051\t0.753\t0.019\t1.669\t0.042\t6339\t99\t0.109\t0.088\t0.64\t0.10\t0.553\t0.028\t-0.751\t0.078\t\n",
"OGLE-BLG-RRLYR-04609\t0.752\t0.051\t0.770\t0.019\t1.692\t0.042\t6290\t100\t0.050\t0.087\t0.626\t0.099\t0.576\t0.028\t-0.844\t0.078\t\n",
"OGLE-BLG-RRLYR-04613\t0.644\t0.051\t0.700\t0.019\t1.593\t0.042\t6460\t100\t0.354\t0.087\t0.873\t0.098\t0.526\t0.028\t-0.472\t0.078\t\n",
"OGLE-BLG-RRLYR-04616\t0.734\t0.050\t0.769\t0.019\t1.687\t0.042\t6280\t100\t0.079\t0.087\t0.631\t0.099\t0.565\t0.028\t-0.798\t0.077\t\n",
"OGLE-BLG-RRLYR-04620\t0.708\t0.050\t0.735\t0.019\t1.584\t0.042\t6137\t99\t0.330\t0.087\t0.918\t0.098\t0.599\t0.028\t-0.625\t0.077\t\n",
"OGLE-BLG-RRLYR-04628\t0.625\t0.051\t0.719\t0.019\t1.548\t0.042\t6160\t100\t0.343\t0.087\t0.945\t0.099\t0.605\t0.028\t-0.593\t0.078\t\n",
"OGLE-BLG-RRLYR-04632\t0.744\t0.052\t0.823\t0.020\t1.717\t0.042\t6020\t100\t-0.079\t0.088\t0.555\t0.099\t0.636\t0.028\t-1.062\t0.079\t\n",
"OGLE-BLG-RRLYR-04637\t0.626\t0.051\t0.732\t0.019\t1.657\t0.042\t6460\t100\t0.131\t0.087\t0.670\t0.099\t0.534\t0.028\t-0.695\t0.078\t\n",
"OGLE-BLG-RRLYR-04649\t0.620\t0.053\t0.756\t0.020\t1.689\t0.042\t6390\t100\t0.046\t0.088\t0.596\t0.099\t0.547\t0.029\t-0.803\t0.081\t\n",
"OGLE-BLG-RRLYR-04652\t0.608\t0.052\t0.784\t0.020\t1.620\t0.042\t5990\t100\t0.104\t0.087\t0.757\t0.099\t0.650\t0.029\t-0.890\t0.079\t\n",
"OGLE-BLG-RRLYR-04677\t0.616\t0.054\t0.693\t0.020\t1.595\t0.043\t6520\t100\t0.282\t0.090\t0.81\t0.10\t0.524\t0.028\t-0.526\t0.081\t\n",
"OGLE-BLG-RRLYR-04682\t0.562\t0.050\t0.741\t0.019\t1.719\t0.042\t6620\t100\t-0.001\t0.087\t0.498\t0.098\t0.495\t0.028\t-0.768\t0.078\t\n",
"OGLE-BLG-RRLYR-04684\t0.622\t0.052\t0.728\t0.020\t1.622\t0.042\t6350\t100\t0.203\t0.088\t0.75\t0.10\t0.556\t0.028\t-0.659\t0.079\t\n",
"OGLE-BLG-RRLYR-04689\t0.563\t0.055\t0.682\t0.020\t1.640\t0.043\t6740\t100\t0.256\t0.089\t0.71\t0.10\t0.458\t0.028\t-0.465\t0.081\t\n",
"OGLE-BLG-RRLYR-04694\t0.728\t0.052\t0.832\t0.019\t1.703\t0.042\t5920\t100\t-0.045\t0.087\t0.616\t0.099\t0.663\t0.029\t-1.067\t0.079\t\n",
"OGLE-BLG-RRLYR-04697\t0.747\t0.050\t0.819\t0.019\t1.785\t0.042\t6280\t100\t-0.188\t0.087\t0.386\t0.098\t0.575\t0.028\t-1.076\t0.078\t\n",
"OGLE-BLG-RRLYR-04705\t0.624\t0.056\t0.702\t0.021\t1.546\t0.042\t6240\t110\t0.359\t0.088\t0.950\t0.099\t0.588\t0.030\t-0.551\t0.082\t\n",
"OGLE-BLG-RRLYR-04715\t0.672\t0.052\t0.808\t0.020\t1.721\t0.042\t6140\t100\t-0.073\t0.088\t0.539\t0.098\t0.610\t0.029\t-1.008\t0.080\t\n",
"OGLE-BLG-RRLYR-04716\t0.660\t0.059\t0.804\t0.022\t1.835\t0.044\t6560\t110\t-0.266\t0.092\t0.25\t0.10\t0.508\t0.030\t-1.045\t0.089\t\n",
"OGLE-BLG-RRLYR-04721\t0.582\t0.058\t0.745\t0.020\t1.785\t0.044\t6820\t100\t-0.110\t0.091\t0.34\t0.10\t0.445\t0.028\t-0.794\t0.083\t\n",
"OGLE-BLG-RRLYR-04725\t0.579\t0.051\t0.700\t0.019\t1.696\t0.042\t6840\t100\t0.104\t0.087\t0.559\t0.099\t0.442\t0.028\t-0.582\t0.078\t\n",
"OGLE-BLG-RRLYR-04729\t0.632\t0.053\t0.759\t0.019\t1.745\t0.042\t6600\t99\t-0.049\t0.088\t0.46\t0.10\t0.505\t0.028\t-0.830\t0.079\t\n",
"OGLE-BLG-RRLYR-04738\t0.579\t0.054\t0.693\t0.020\t1.563\t0.043\t6390\t100\t0.340\t0.090\t0.89\t0.10\t0.550\t0.028\t-0.512\t0.082\t\n",
"OGLE-BLG-RRLYR-04745\t0.511\t0.052\t0.688\t0.020\t1.570\t0.042\t6490\t100\t0.306\t0.088\t0.845\t0.099\t0.530\t0.029\t-0.514\t0.080\t\n",
"OGLE-BLG-RRLYR-04760\t0.528\t0.051\t0.671\t0.019\t1.587\t0.042\t6670\t100\t0.315\t0.087\t0.812\t0.098\t0.486\t0.029\t-0.438\t0.079\t\n",
"OGLE-BLG-RRLYR-04763\t0.559\t0.050\t0.712\t0.019\t1.714\t0.042\t6820\t100\t0.051\t0.087\t0.502\t0.099\t0.449\t0.029\t-0.646\t0.078\t\n",
"OGLE-BLG-RRLYR-04767\t0.551\t0.049\t0.687\t0.019\t1.675\t0.041\t6860\t100\t0.158\t0.087\t0.601\t0.098\t0.441\t0.028\t-0.530\t0.077\t\n",
"OGLE-BLG-RRLYR-04776\t0.666\t0.056\t0.729\t0.021\t1.629\t0.044\t6360\t100\t0.194\t0.093\t0.73\t0.10\t0.554\t0.029\t-0.663\t0.085\t\n",
"OGLE-BLG-RRLYR-04779\t0.654\t0.050\t0.804\t0.019\t1.754\t0.042\t6290\t100\t-0.135\t0.088\t0.42\t0.10\t0.566\t0.028\t-1.013\t0.078\t\n",
"OGLE-BLG-RRLYR-04786\t0.723\t0.051\t0.774\t0.020\t1.582\t0.042\t5930\t100\t0.226\t0.088\t0.89\t0.10\t0.671\t0.029\t-0.804\t0.079\t\n",
"OGLE-BLG-RRLYR-04788\t0.686\t0.050\t0.845\t0.019\t1.835\t0.043\t6260\t100\t-0.324\t0.089\t0.23\t0.10\t0.565\t0.029\t-1.196\t0.079\t\n",
"OGLE-BLG-RRLYR-04794\t0.641\t0.050\t0.728\t0.019\t1.634\t0.042\t6399\t99\t0.210\t0.088\t0.737\t0.099\t0.539\t0.028\t-0.630\t0.078\t\n",
"OGLE-BLG-RRLYR-04796\t0.666\t0.051\t0.767\t0.019\t1.647\t0.042\t6150\t100\t0.096\t0.088\t0.701\t0.099\t0.605\t0.028\t-0.838\t0.078\t\n",
"OGLE-BLG-RRLYR-04805\t0.605\t0.050\t0.725\t0.019\t1.573\t0.042\t6245\t99\t0.309\t0.088\t0.88\t0.10\t0.585\t0.028\t-0.597\t0.077\t\n",
"OGLE-BLG-RRLYR-04832\t0.607\t0.050\t0.715\t0.019\t1.539\t0.041\t6160\t100\t0.335\t0.087\t0.949\t0.098\t0.612\t0.028\t-0.601\t0.077\t\n",
"OGLE-BLG-RRLYR-04835\t0.678\t0.052\t0.800\t0.020\t1.697\t0.042\t6110\t100\t-0.034\t0.087\t0.586\t0.099\t0.617\t0.029\t-0.979\t0.080\t\n",
"OGLE-BLG-RRLYR-04837\t0.671\t0.050\t0.742\t0.019\t1.644\t0.042\t6337\t99\t0.189\t0.087\t0.727\t0.099\t0.552\t0.028\t-0.674\t0.078\t\n",
"OGLE-BLG-RRLYR-04838\t0.586\t0.052\t0.693\t0.019\t1.627\t0.042\t6627\t99\t0.252\t0.087\t0.736\t0.099\t0.488\t0.028\t-0.508\t0.078\t\n",
"OGLE-BLG-RRLYR-04843\t0.555\t0.052\t0.669\t0.020\t1.525\t0.042\t6420\t100\t0.415\t0.088\t0.979\t0.099\t0.547\t0.028\t-0.435\t0.079\t\n",
"OGLE-BLG-RRLYR-04846\t0.548\t0.055\t0.736\t0.020\t1.705\t0.043\t6620\t100\t0.022\t0.090\t0.53\t0.10\t0.500\t0.029\t-0.742\t0.081\t\n",
"OGLE-BLG-RRLYR-04849\t0.549\t0.050\t0.662\t0.019\t1.571\t0.042\t6660\t100\t0.363\t0.087\t0.851\t0.099\t0.480\t0.028\t-0.391\t0.077\t\n",
"OGLE-BLG-RRLYR-04853\t0.651\t0.049\t0.782\t0.019\t1.623\t0.042\t6000\t100\t0.128\t0.087\t0.778\t0.099\t0.648\t0.028\t-0.870\t0.077\t\n",
"OGLE-BLG-RRLYR-04856\t0.659\t0.050\t0.765\t0.019\t1.663\t0.042\t6240\t100\t0.057\t0.087\t0.661\t0.099\t0.591\t0.028\t-0.850\t0.078\t\n",
"OGLE-BLG-RRLYR-04857\t0.581\t0.055\t0.676\t0.020\t1.656\t0.043\t6860\t100\t0.210\t0.089\t0.65\t0.10\t0.439\t0.028\t-0.474\t0.082\t\n",
"OGLE-BLG-RRLYR-04862\t0.618\t0.058\t0.732\t0.023\t1.733\t0.043\t6720\t110\t0.016\t0.092\t0.48\t0.10\t0.466\t0.030\t-0.722\t0.090\t\n",
"OGLE-BLG-RRLYR-04863\t0.629\t0.051\t0.741\t0.019\t1.717\t0.042\t6628\t99\t0.017\t0.087\t0.517\t0.099\t0.497\t0.028\t-0.748\t0.077\t\n",
"OGLE-BLG-RRLYR-04866\t0.698\t0.050\t0.776\t0.019\t1.681\t0.042\t6221\t99\t0.038\t0.087\t0.633\t0.099\t0.593\t0.028\t-0.876\t0.078\t\n",
"OGLE-BLG-RRLYR-04869\t0.599\t0.053\t0.704\t0.020\t1.641\t0.043\t6590\t100\t0.198\t0.089\t0.69\t0.10\t0.497\t0.028\t-0.573\t0.079\t\n",
"OGLE-BLG-RRLYR-04871\t0.654\t0.051\t0.734\t0.019\t1.590\t0.042\t6190\t100\t0.246\t0.088\t0.843\t0.099\t0.597\t0.028\t-0.679\t0.078\t\n",
"OGLE-BLG-RRLYR-04876\t0.672\t0.051\t0.726\t0.019\t1.639\t0.042\t6440\t100\t0.180\t0.087\t0.729\t0.099\t0.544\t0.028\t-0.660\t0.078\t\n",
"OGLE-BLG-RRLYR-04880\t0.701\t0.052\t0.811\t0.020\t1.671\t0.042\t5970\t100\t0.004\t0.087\t0.666\t0.099\t0.657\t0.029\t-1.006\t0.079\t\n",
"OGLE-BLG-RRLYR-04886\t0.654\t0.050\t0.735\t0.019\t1.635\t0.042\t6340\t100\t0.218\t0.088\t0.75\t0.10\t0.547\t0.028\t-0.644\t0.078\t\n",
"OGLE-BLG-RRLYR-04895\t0.635\t0.055\t0.707\t0.021\t1.576\t0.045\t6310\t110\t0.377\t0.092\t0.92\t0.10\t0.551\t0.030\t-0.496\t0.083\t\n",
"OGLE-BLG-RRLYR-04898\t0.686\t0.051\t0.743\t0.020\t1.663\t0.042\t6390\t100\t0.167\t0.087\t0.697\t0.099\t0.540\t0.028\t-0.679\t0.078\t\n",
"OGLE-BLG-RRLYR-04910\t0.640\t0.050\t0.732\t0.019\t1.704\t0.042\t6640\t100\t0.049\t0.087\t0.551\t0.098\t0.495\t0.028\t-0.716\t0.078\t\n",
"OGLE-BLG-RRLYR-04914\t0.647\t0.057\t0.727\t0.020\t1.660\t0.044\t6510\t100\t0.149\t0.090\t0.67\t0.10\t0.523\t0.029\t-0.665\t0.083\t\n",
"OGLE-BLG-RRLYR-04915\t0.604\t0.051\t0.715\t0.019\t1.625\t0.042\t6460\t100\t0.224\t0.087\t0.751\t0.099\t0.530\t0.028\t-0.597\t0.078\t\n",
"OGLE-BLG-RRLYR-04930\t0.562\t0.051\t0.692\t0.019\t1.625\t0.042\t6640\t100\t0.240\t0.087\t0.736\t0.098\t0.490\t0.028\t-0.520\t0.077\t\n",
"OGLE-BLG-RRLYR-04948\t0.640\t0.052\t0.707\t0.019\t1.626\t0.042\t6530\t100\t0.226\t0.088\t0.75\t0.10\t0.520\t0.028\t-0.579\t0.078\t\n",
"OGLE-BLG-RRLYR-04956\t0.674\t0.059\t0.709\t0.021\t1.712\t0.044\t6830\t110\t0.101\t0.091\t0.55\t0.10\t0.448\t0.030\t-0.593\t0.085\t\n",
"OGLE-BLG-RRLYR-04958\t0.688\t0.054\t0.714\t0.020\t1.638\t0.043\t6520\t100\t0.211\t0.089\t0.74\t0.10\t0.524\t0.028\t-0.603\t0.081\t\n",
"OGLE-BLG-RRLYR-04962\t0.604\t0.054\t0.713\t0.020\t1.565\t0.042\t6270\t110\t0.310\t0.088\t0.884\t0.099\t0.580\t0.029\t-0.582\t0.081\t\n",
"OGLE-BLG-RRLYR-04964\t0.578\t0.057\t0.737\t0.020\t1.776\t0.044\t6840\t100\t-0.080\t0.090\t0.37\t0.10\t0.438\t0.028\t-0.755\t0.083\t\n",
"OGLE-BLG-RRLYR-04967\t0.530\t0.052\t0.681\t0.019\t1.607\t0.042\t6660\t100\t0.271\t0.087\t0.764\t0.098\t0.486\t0.028\t-0.483\t0.079\t\n",
"OGLE-BLG-RRLYR-04968\t0.602\t0.069\t0.720\t0.024\t1.644\t0.046\t6500\t110\t0.168\t0.094\t0.69\t0.10\t0.524\t0.030\t-0.643\t0.093\t\n",
"OGLE-BLG-RRLYR-04976\t0.680\t0.050\t0.785\t0.019\t1.600\t0.041\t5890\t100\t0.177\t0.086\t0.861\t0.098\t0.676\t0.029\t-0.866\t0.077\t\n",
"OGLE-BLG-RRLYR-04978\t0.559\t0.052\t0.684\t0.019\t1.588\t0.042\t6570\t100\t0.308\t0.088\t0.82\t0.10\t0.509\t0.028\t-0.480\t0.079\t\n",
"OGLE-BLG-RRLYR-05002\t0.638\t0.050\t0.697\t0.019\t1.668\t0.042\t6750\t100\t0.182\t0.087\t0.665\t0.099\t0.467\t0.028\t-0.546\t0.077\t\n",
"OGLE-BLG-RRLYR-05004\t0.577\t0.050\t0.657\t0.019\t1.590\t0.042\t6760\t100\t0.329\t0.087\t0.783\t0.099\t0.450\t0.028\t-0.375\t0.077\t\n",
"OGLE-BLG-RRLYR-05015\t0.695\t0.054\t0.745\t0.020\t1.699\t0.043\t6520\t100\t0.063\t0.089\t0.59\t0.10\t0.523\t0.028\t-0.744\t0.079\t\n",
"OGLE-BLG-RRLYR-05016\t0.626\t0.050\t0.729\t0.019\t1.553\t0.042\t6120\t100\t0.300\t0.087\t0.922\t0.099\t0.621\t0.028\t-0.651\t0.077\t\n",
"OGLE-BLG-RRLYR-05036\t0.723\t0.054\t0.735\t0.020\t1.628\t0.043\t6310\t100\t0.200\t0.089\t0.779\t0.099\t0.575\t0.028\t-0.692\t0.082\t\n",
"OGLE-BLG-RRLYR-05039\t0.713\t0.050\t0.755\t0.019\t1.668\t0.042\t6320\t99\t0.169\t0.087\t0.706\t0.099\t0.552\t0.028\t-0.704\t0.077\t\n",
"OGLE-BLG-RRLYR-05046\t0.606\t0.050\t0.720\t0.019\t1.570\t0.042\t6230\t100\t0.278\t0.087\t0.878\t0.099\t0.593\t0.028\t-0.636\t0.078\t\n",
"OGLE-BLG-RRLYR-05050\t0.572\t0.051\t0.717\t0.019\t1.622\t0.042\t6445\t99\t0.196\t0.088\t0.72\t0.10\t0.535\t0.028\t-0.626\t0.078\t\n",
"OGLE-BLG-RRLYR-05051\t0.608\t0.051\t0.736\t0.019\t1.564\t0.042\t6110\t100\t0.280\t0.087\t0.898\t0.098\t0.618\t0.028\t-0.681\t0.078\t\n",
"OGLE-BLG-RRLYR-05053\t0.660\t0.050\t0.746\t0.019\t1.552\t0.042\t6010\t100\t0.294\t0.088\t0.945\t0.099\t0.651\t0.028\t-0.704\t0.078\t\n",
"OGLE-BLG-RRLYR-05054\t0.589\t0.054\t0.721\t0.021\t1.648\t0.043\t6490\t100\t0.169\t0.089\t0.68\t0.10\t0.518\t0.029\t-0.641\t0.081\t\n",
"OGLE-BLG-RRLYR-05055\t0.672\t0.050\t0.767\t0.019\t1.692\t0.042\t6326\t99\t0.049\t0.087\t0.601\t0.099\t0.558\t0.028\t-0.816\t0.077\t\n",
"OGLE-BLG-RRLYR-05059\t0.621\t0.050\t0.716\t0.019\t1.566\t0.042\t6220\t100\t0.292\t0.087\t0.891\t0.098\t0.592\t0.028\t-0.620\t0.077\t\n",
"OGLE-BLG-RRLYR-05061\t0.583\t0.050\t0.690\t0.019\t1.608\t0.042\t6590\t100\t0.268\t0.087\t0.781\t0.098\t0.503\t0.028\t-0.517\t0.078\t\n",
"OGLE-BLG-RRLYR-05063\t0.661\t0.051\t0.718\t0.019\t1.619\t0.042\t6400\t100\t0.239\t0.087\t0.786\t0.099\t0.547\t0.028\t-0.616\t0.078\t\n",
"OGLE-BLG-RRLYR-05081\t0.704\t0.050\t0.750\t0.019\t1.580\t0.041\t6050\t100\t0.244\t0.087\t0.885\t0.098\t0.639\t0.028\t-0.736\t0.077\t\n",
"OGLE-BLG-RRLYR-05082\t0.629\t0.050\t0.732\t0.019\t1.597\t0.042\t6255\t99\t0.257\t0.087\t0.825\t0.098\t0.578\t0.028\t-0.645\t0.077\t\n",
"OGLE-BLG-RRLYR-05091\t0.658\t0.055\t0.709\t0.020\t1.624\t0.043\t6500\t100\t0.231\t0.089\t0.76\t0.10\t0.527\t0.028\t-0.585\t0.080\t\n",
"OGLE-BLG-RRLYR-05101\t0.718\t0.050\t0.817\t0.019\t1.745\t0.042\t6159\t99\t-0.138\t0.087\t0.489\t0.099\t0.612\t0.028\t-1.076\t0.077\t\n",
"OGLE-BLG-RRLYR-05107\t0.757\t0.058\t0.792\t0.020\t1.769\t0.043\t6420\t110\t-0.105\t0.089\t0.45\t0.10\t0.548\t0.030\t-0.960\t0.084\t\n",
"OGLE-BLG-RRLYR-05109\t0.647\t0.052\t0.717\t0.020\t1.604\t0.042\t6350\t100\t0.248\t0.089\t0.80\t0.10\t0.558\t0.028\t-0.618\t0.080\t\n",
"OGLE-BLG-RRLYR-05114\t0.620\t0.051\t0.719\t0.019\t1.617\t0.042\t6400\t100\t0.247\t0.087\t0.774\t0.099\t0.539\t0.028\t-0.595\t0.078\t\n",
"OGLE-BLG-RRLYR-05118\t0.690\t0.051\t0.750\t0.020\t1.605\t0.042\t6150\t100\t0.222\t0.087\t0.827\t0.098\t0.608\t0.029\t-0.710\t0.078\t\n",
"OGLE-BLG-RRLYR-05122\t0.611\t0.052\t0.690\t0.019\t1.608\t0.042\t6580\t100\t0.327\t0.088\t0.81\t0.10\t0.495\t0.028\t-0.445\t0.078\t\n",
"OGLE-BLG-RRLYR-05126\t0.688\t0.050\t0.736\t0.019\t1.537\t0.042\t6040\t100\t0.368\t0.087\t1.011\t0.098\t0.644\t0.028\t-0.628\t0.078\t\n",
"OGLE-BLG-RRLYR-05130\t0.631\t0.052\t0.705\t0.020\t1.674\t0.043\t6730\t100\t0.199\t0.088\t0.66\t0.10\t0.464\t0.028\t-0.520\t0.079\t\n",
"OGLE-BLG-RRLYR-05131\t0.635\t0.049\t0.732\t0.019\t1.542\t0.042\t6060\t100\t0.323\t0.087\t0.957\t0.099\t0.633\t0.028\t-0.653\t0.077\t\n",
"OGLE-BLG-RRLYR-05133\t0.679\t0.050\t0.740\t0.019\t1.661\t0.042\t6430\t100\t0.165\t0.088\t0.679\t0.099\t0.527\t0.028\t-0.655\t0.078\t\n",
"OGLE-BLG-RRLYR-05135\t0.526\t0.051\t0.666\t0.019\t1.608\t0.042\t6780\t100\t0.291\t0.087\t0.763\t0.099\t0.460\t0.028\t-0.420\t0.077\t\n",
"OGLE-BLG-RRLYR-05144\t0.542\t0.059\t0.707\t0.022\t1.565\t0.043\t6300\t110\t0.300\t0.091\t0.87\t0.10\t0.569\t0.031\t-0.579\t0.087\t\n",
"OGLE-BLG-RRLYR-05146\t0.631\t0.052\t0.719\t0.019\t1.681\t0.042\t6636\t99\t0.130\t0.087\t0.614\t0.099\t0.487\t0.028\t-0.628\t0.078\t\n",
"OGLE-BLG-RRLYR-05149\t0.690\t0.051\t0.770\t0.019\t1.736\t0.042\t6450\t100\t-0.034\t0.087\t0.501\t0.099\t0.534\t0.028\t-0.860\t0.078\t\n",
"OGLE-BLG-RRLYR-05152\t0.627\t0.051\t0.745\t0.019\t1.719\t0.042\t6600\t100\t0.005\t0.088\t0.512\t0.099\t0.504\t0.028\t-0.775\t0.078\t\n",
"OGLE-BLG-RRLYR-05154\t0.657\t0.050\t0.721\t0.019\t1.591\t0.042\t6280\t100\t0.279\t0.087\t0.853\t0.098\t0.575\t0.028\t-0.612\t0.078\t\n",
"OGLE-BLG-RRLYR-05158\t0.622\t0.050\t0.742\t0.019\t1.543\t0.041\t6000\t100\t0.298\t0.087\t0.955\t0.098\t0.653\t0.029\t-0.703\t0.077\t\n",
"OGLE-BLG-RRLYR-05167\t0.586\t0.051\t0.733\t0.019\t1.686\t0.042\t6560\t100\t0.073\t0.088\t0.584\t0.099\t0.508\t0.028\t-0.712\t0.078\t\n",
"OGLE-BLG-RRLYR-05169\t0.619\t0.053\t0.727\t0.020\t1.618\t0.043\t6340\t100\t0.208\t0.089\t0.77\t0.10\t0.563\t0.028\t-0.662\t0.081\t\n",
"OGLE-BLG-RRLYR-05177\t0.756\t0.056\t0.856\t0.021\t1.743\t0.043\t5890\t110\t-0.146\t0.089\t0.52\t0.10\t0.673\t0.031\t-1.184\t0.084\t\n",
"OGLE-BLG-RRLYR-05189\t0.594\t0.051\t0.682\t0.019\t1.573\t0.042\t6510\t100\t0.357\t0.088\t0.891\t0.099\t0.521\t0.028\t-0.457\t0.078\t\n",
"OGLE-BLG-RRLYR-05196\t0.691\t0.050\t0.847\t0.019\t1.841\t0.042\t6280\t100\t-0.333\t0.087\t0.225\t0.099\t0.561\t0.029\t-1.202\t0.078\t\n",
"OGLE-BLG-RRLYR-05207\t0.600\t0.050\t0.823\t0.019\t1.678\t0.042\t5920\t100\t-0.020\t0.088\t0.64\t0.10\t0.660\t0.028\t-1.040\t0.078\t\n",
"OGLE-BLG-RRLYR-05212\t0.606\t0.052\t0.741\t0.020\t1.752\t0.042\t6740\t100\t-0.044\t0.088\t0.411\t0.099\t0.460\t0.028\t-0.755\t0.079\t\n",
"OGLE-BLG-RRLYR-05213\t0.609\t0.051\t0.716\t0.019\t1.524\t0.042\t6110\t100\t0.386\t0.087\t1.006\t0.098\t0.622\t0.028\t-0.575\t0.077\t\n",
"OGLE-BLG-RRLYR-05216\t0.645\t0.052\t0.715\t0.019\t1.617\t0.042\t6440\t100\t0.232\t0.088\t0.777\t0.099\t0.542\t0.028\t-0.609\t0.078\t\n",
"OGLE-BLG-RRLYR-05217\t0.691\t0.050\t0.748\t0.019\t1.598\t0.042\t6140\t100\t0.240\t0.087\t0.851\t0.099\t0.612\t0.028\t-0.701\t0.077\t\n",
"OGLE-BLG-RRLYR-05230\t0.562\t0.051\t0.688\t0.019\t1.618\t0.042\t6635\t99\t0.276\t0.087\t0.761\t0.099\t0.485\t0.028\t-0.479\t0.078\t\n",
"OGLE-BLG-RRLYR-05239\t0.537\t0.052\t0.671\t0.020\t1.620\t0.042\t6780\t100\t0.271\t0.088\t0.741\t0.099\t0.459\t0.028\t-0.436\t0.078\t\n",
"OGLE-BLG-RRLYR-05241\t0.591\t0.051\t0.748\t0.020\t1.620\t0.042\t6220\t100\t0.183\t0.087\t0.774\t0.098\t0.594\t0.028\t-0.735\t0.079\t\n",
"OGLE-BLG-RRLYR-05245\t0.611\t0.050\t0.730\t0.019\t1.529\t0.042\t6026\t99\t0.324\t0.087\t0.983\t0.098\t0.652\t0.028\t-0.670\t0.078\t\n",
"OGLE-BLG-RRLYR-05251\t0.563\t0.051\t0.742\t0.019\t1.610\t0.044\t6240\t100\t0.180\t0.091\t0.75\t0.10\t0.581\t0.029\t-0.718\t0.079\t\n",
"OGLE-BLG-RRLYR-05254\t0.650\t0.050\t0.848\t0.019\t1.746\t0.042\t5960\t100\t-0.160\t0.087\t0.491\t0.099\t0.649\t0.028\t-1.165\t0.078\t\n",
"OGLE-BLG-RRLYR-05261\t0.691\t0.050\t0.722\t0.019\t1.627\t0.042\t6430\t99\t0.212\t0.087\t0.767\t0.098\t0.548\t0.028\t-0.637\t0.077\t\n",
"OGLE-BLG-RRLYR-05263\t0.772\t0.054\t0.781\t0.020\t1.672\t0.043\t6130\t100\t0.072\t0.089\t0.68\t0.10\t0.614\t0.028\t-0.882\t0.082\t\n",
"OGLE-BLG-RRLYR-05269\t0.733\t0.053\t0.745\t0.020\t1.608\t0.042\t6180\t100\t0.222\t0.088\t0.823\t0.099\t0.604\t0.028\t-0.715\t0.079\t\n",
"OGLE-BLG-RRLYR-05274\t0.617\t0.051\t0.768\t0.019\t1.631\t0.042\t6130\t100\t0.124\t0.087\t0.743\t0.098\t0.615\t0.028\t-0.824\t0.078\t\n",
"OGLE-BLG-RRLYR-05275\t0.708\t0.051\t0.780\t0.020\t1.764\t0.043\t6470\t100\t-0.085\t0.088\t0.42\t0.10\t0.520\t0.029\t-0.893\t0.079\t\n",
"OGLE-BLG-RRLYR-05279\t0.629\t0.051\t0.711\t0.019\t1.619\t0.042\t6470\t100\t0.252\t0.087\t0.765\t0.099\t0.523\t0.028\t-0.564\t0.078\t\n",
"OGLE-BLG-RRLYR-05280\t0.682\t0.052\t0.781\t0.020\t1.801\t0.042\t6580\t100\t-0.142\t0.088\t0.360\t0.099\t0.497\t0.028\t-0.923\t0.080\t\n",
"OGLE-BLG-RRLYR-05284\t0.669\t0.064\t0.740\t0.022\t1.612\t0.044\t6240\t110\t0.188\t0.092\t0.79\t0.10\t0.595\t0.029\t-0.730\t0.088\t\n",
"OGLE-BLG-RRLYR-05289\t0.783\t0.054\t0.781\t0.020\t1.678\t0.043\t6150\t100\t0.068\t0.089\t0.672\t0.099\t0.606\t0.028\t-0.876\t0.081\t\n",
"OGLE-BLG-RRLYR-05302\t0.709\t0.052\t0.775\t0.021\t1.591\t0.041\t5940\t110\t0.211\t0.087\t0.875\t0.099\t0.666\t0.030\t-0.812\t0.079\t\n",
"OGLE-BLG-RRLYR-05306\t0.612\t0.052\t0.761\t0.019\t1.767\t0.042\t6662\t99\t-0.096\t0.088\t0.39\t0.10\t0.490\t0.028\t-0.850\t0.078\t\n",
"OGLE-BLG-RRLYR-05321\t0.586\t0.050\t0.675\t0.019\t1.588\t0.042\t6630\t100\t0.356\t0.088\t0.84\t0.10\t0.487\t0.028\t-0.403\t0.078\t\n",
"OGLE-BLG-RRLYR-05322\t0.574\t0.052\t0.669\t0.019\t1.595\t0.042\t6690\t100\t0.338\t0.087\t0.823\t0.099\t0.476\t0.028\t-0.395\t0.078\t\n",
"OGLE-BLG-RRLYR-05323\t0.668\t0.051\t0.751\t0.019\t1.694\t0.042\t6450\t100\t0.055\t0.087\t0.591\t0.099\t0.536\t0.028\t-0.772\t0.078\t\n",
"OGLE-BLG-RRLYR-05332\t0.596\t0.053\t0.696\t0.020\t1.667\t0.042\t6760\t100\t0.184\t0.088\t0.659\t0.099\t0.461\t0.028\t-0.526\t0.079\t\n",
"OGLE-BLG-RRLYR-05335\t0.631\t0.054\t0.759\t0.020\t1.805\t0.043\t6790\t100\t-0.147\t0.089\t0.32\t0.10\t0.457\t0.028\t-0.842\t0.080\t\n",
"OGLE-BLG-RRLYR-05349\t0.608\t0.051\t0.678\t0.019\t1.555\t0.042\t6460\t100\t0.391\t0.088\t0.921\t0.099\t0.531\t0.028\t-0.433\t0.078\t\n",
"OGLE-BLG-RRLYR-05353\t0.617\t0.050\t0.683\t0.019\t1.581\t0.042\t6540\t100\t0.368\t0.087\t0.868\t0.099\t0.501\t0.028\t-0.418\t0.078\t\n",
"OGLE-BLG-RRLYR-05358\t0.649\t0.051\t0.716\t0.020\t1.633\t0.042\t6487\t99\t0.262\t0.088\t0.76\t0.10\t0.515\t0.028\t-0.545\t0.079\t\n",
"OGLE-BLG-RRLYR-05360\t0.665\t0.055\t0.750\t0.021\t1.684\t0.044\t6420\t100\t0.092\t0.091\t0.61\t0.10\t0.532\t0.029\t-0.737\t0.083\t\n",
"OGLE-BLG-RRLYR-05362\t0.652\t0.050\t0.732\t0.019\t1.618\t0.042\t6322\t99\t0.241\t0.087\t0.787\t0.099\t0.557\t0.028\t-0.629\t0.078\t\n",
"OGLE-BLG-RRLYR-05376\t0.676\t0.055\t0.785\t0.021\t1.790\t0.043\t6530\t110\t-0.154\t0.090\t0.35\t0.10\t0.511\t0.029\t-0.948\t0.084\t\n",
"OGLE-BLG-RRLYR-05379\t0.626\t0.051\t0.722\t0.019\t1.586\t0.042\t6260\t100\t0.262\t0.088\t0.847\t0.099\t0.581\t0.028\t-0.638\t0.079\t\n",
"OGLE-BLG-RRLYR-05388\t0.706\t0.051\t0.707\t0.019\t1.636\t0.042\t6540\t100\t0.260\t0.088\t0.758\t0.099\t0.507\t0.028\t-0.531\t0.078\t\n",
"OGLE-BLG-RRLYR-05409\t0.642\t0.050\t0.736\t0.019\t1.635\t0.042\t6342\t99\t0.212\t0.087\t0.749\t0.099\t0.551\t0.028\t-0.657\t0.077\t\n",
"OGLE-BLG-RRLYR-05410\t0.740\t0.050\t0.854\t0.019\t1.864\t0.042\t6320\t100\t-0.364\t0.087\t0.183\t0.098\t0.552\t0.028\t-1.222\t0.077\t\n",
"OGLE-BLG-RRLYR-05420\t0.636\t0.059\t0.735\t0.021\t1.703\t0.044\t6610\t110\t0.053\t0.091\t0.56\t0.10\t0.501\t0.029\t-0.723\t0.084\t\n",
"OGLE-BLG-RRLYR-05427\t0.643\t0.051\t0.718\t0.019\t1.665\t0.042\t6590\t100\t0.195\t0.087\t0.670\t0.099\t0.486\t0.028\t-0.567\t0.078\t\n",
"OGLE-BLG-RRLYR-05435\t0.664\t0.053\t0.726\t0.020\t1.650\t0.042\t6460\t100\t0.248\t0.088\t0.75\t0.10\t0.518\t0.028\t-0.570\t0.079\t\n",
"OGLE-BLG-RRLYR-05436\t0.756\t0.051\t0.759\t0.019\t1.668\t0.042\t6290\t100\t0.135\t0.088\t0.692\t0.099\t0.568\t0.028\t-0.749\t0.079\t\n",
"OGLE-BLG-RRLYR-05448\t0.577\t0.051\t0.793\t0.020\t1.640\t0.042\t5970\t100\t0.059\t0.087\t0.725\t0.099\t0.659\t0.028\t-0.952\t0.079\t\n",
"OGLE-BLG-RRLYR-05450\t0.622\t0.050\t0.715\t0.019\t1.564\t0.042\t6240\t100\t0.329\t0.087\t0.913\t0.098\t0.584\t0.028\t-0.580\t0.077\t\n",
"OGLE-BLG-RRLYR-05455\t0.715\t0.050\t0.770\t0.019\t1.628\t0.042\t6050\t100\t0.147\t0.087\t0.788\t0.099\t0.633\t0.029\t-0.829\t0.077\t\n",
"OGLE-BLG-RRLYR-05458\t0.561\t0.055\t0.694\t0.020\t1.596\t0.043\t6510\t100\t0.274\t0.088\t0.80\t0.10\t0.520\t0.029\t-0.525\t0.081\t\n",
"OGLE-BLG-RRLYR-05463\t0.598\t0.053\t0.708\t0.021\t1.614\t0.044\t6470\t100\t0.275\t0.090\t0.79\t0.10\t0.523\t0.028\t-0.547\t0.082\t\n",
"OGLE-BLG-RRLYR-05465\t0.613\t0.056\t0.690\t0.020\t1.624\t0.043\t6650\t100\t0.243\t0.089\t0.74\t0.10\t0.492\t0.029\t-0.518\t0.081\t\n",
"OGLE-BLG-RRLYR-05468\t0.626\t0.051\t0.708\t0.019\t1.583\t0.042\t6330\t100\t0.284\t0.087\t0.856\t0.098\t0.564\t0.028\t-0.586\t0.077\t\n",
"OGLE-BLG-RRLYR-05476\t0.617\t0.051\t0.717\t0.020\t1.673\t0.042\t6610\t100\t0.158\t0.087\t0.640\t0.099\t0.489\t0.028\t-0.608\t0.078\t\n",
"OGLE-BLG-RRLYR-05500\t0.613\t0.050\t0.719\t0.019\t1.557\t0.042\t6190\t100\t0.319\t0.087\t0.916\t0.098\t0.597\t0.028\t-0.605\t0.077\t\n",
"OGLE-BLG-RRLYR-05505\t0.670\t0.051\t0.719\t0.019\t1.642\t0.042\t6490\t100\t0.197\t0.087\t0.734\t0.099\t0.528\t0.028\t-0.622\t0.078\t\n",
"OGLE-BLG-RRLYR-05506\t0.604\t0.051\t0.746\t0.019\t1.702\t0.042\t6530\t100\t0.027\t0.087\t0.552\t0.099\t0.518\t0.028\t-0.769\t0.077\t\n",
"OGLE-BLG-RRLYR-05509\t0.674\t0.057\t0.731\t0.022\t1.696\t0.044\t6600\t100\t0.140\t0.091\t0.63\t0.10\t0.492\t0.028\t-0.626\t0.085\t\n",
"OGLE-BLG-RRLYR-05512\t0.670\t0.059\t0.711\t0.021\t1.616\t0.044\t6450\t100\t0.242\t0.091\t0.79\t0.10\t0.542\t0.029\t-0.595\t0.084\t\n",
"OGLE-BLG-RRLYR-05516\t0.749\t0.053\t0.793\t0.019\t1.830\t0.042\t6610\t100\t-0.217\t0.088\t0.27\t0.10\t0.493\t0.028\t-0.980\t0.079\t\n",
"OGLE-BLG-RRLYR-05523\t0.630\t0.051\t0.699\t0.019\t1.589\t0.042\t6462\t99\t0.292\t0.087\t0.841\t0.099\t0.539\t0.028\t-0.542\t0.078\t\n",
"OGLE-BLG-RRLYR-05524\t0.581\t0.051\t0.713\t0.019\t1.651\t0.042\t6592\t99\t0.158\t0.087\t0.672\t0.099\t0.504\t0.028\t-0.620\t0.077\t\n",
"OGLE-BLG-RRLYR-05530\t0.572\t0.049\t0.691\t0.019\t1.617\t0.041\t6629\t99\t0.238\t0.087\t0.748\t0.098\t0.499\t0.028\t-0.535\t0.077\t\n",
"OGLE-BLG-RRLYR-05532\t0.615\t0.051\t0.698\t0.019\t1.623\t0.042\t6600\t100\t0.239\t0.087\t0.752\t0.099\t0.504\t0.028\t-0.542\t0.078\t\n",
"OGLE-BLG-RRLYR-05533\t0.623\t0.059\t0.743\t0.021\t1.706\t0.045\t6560\t110\t0.030\t0.091\t0.54\t0.10\t0.511\t0.030\t-0.761\t0.085\t\n",
"OGLE-BLG-RRLYR-05551\t0.693\t0.050\t0.740\t0.020\t1.583\t0.042\t6130\t100\t0.244\t0.087\t0.857\t0.099\t0.616\t0.029\t-0.703\t0.078\t\n",
"OGLE-BLG-RRLYR-05556\t0.610\t0.051\t0.704\t0.019\t1.633\t0.042\t6580\t100\t0.229\t0.087\t0.736\t0.099\t0.504\t0.028\t-0.554\t0.077\t\n",
"OGLE-BLG-RRLYR-05571\t0.636\t0.050\t0.751\t0.020\t1.551\t0.042\t5985\t99\t0.290\t0.088\t0.94\t0.10\t0.657\t0.028\t-0.721\t0.079\t\n",
"OGLE-BLG-RRLYR-05577\t0.737\t0.051\t0.747\t0.019\t1.652\t0.042\t6310\t100\t0.151\t0.088\t0.719\t0.099\t0.572\t0.028\t-0.740\t0.078\t\n",
"OGLE-BLG-RRLYR-05578\t0.615\t0.051\t0.689\t0.019\t1.642\t0.042\t6720\t100\t0.231\t0.088\t0.678\t0.099\t0.451\t0.028\t-0.473\t0.078\t\n",
"OGLE-BLG-RRLYR-05582\t0.748\t0.050\t0.752\t0.019\t1.650\t0.042\t6268\t99\t0.152\t0.088\t0.71\t0.10\t0.575\t0.028\t-0.744\t0.078\t\n",
"OGLE-BLG-RRLYR-05585\t0.665\t0.052\t0.728\t0.020\t1.638\t0.043\t6410\t100\t0.214\t0.089\t0.73\t0.10\t0.537\t0.028\t-0.625\t0.080\t\n",
"OGLE-BLG-RRLYR-05588\t0.641\t0.050\t0.754\t0.019\t1.663\t0.042\t6310\t100\t0.130\t0.088\t0.678\t0.099\t0.558\t0.028\t-0.748\t0.078\t\n",
"OGLE-BLG-RRLYR-05591\t0.602\t0.055\t0.718\t0.020\t1.643\t0.043\t6520\t100\t0.157\t0.089\t0.68\t0.10\t0.521\t0.029\t-0.651\t0.080\t\n",
"OGLE-BLG-RRLYR-05598\t0.624\t0.051\t0.707\t0.019\t1.579\t0.042\t6350\t100\t0.321\t0.087\t0.882\t0.099\t0.559\t0.028\t-0.552\t0.078\t\n",
"OGLE-BLG-RRLYR-05601\t0.606\t0.056\t0.711\t0.022\t1.620\t0.044\t6450\t100\t0.260\t0.091\t0.78\t0.10\t0.527\t0.029\t-0.568\t0.083\t\n",
"OGLE-BLG-RRLYR-05607\t0.572\t0.049\t0.721\t0.019\t1.717\t0.042\t6786\t99\t0.042\t0.087\t0.511\t0.098\t0.460\t0.028\t-0.668\t0.077\t\n",
"OGLE-BLG-RRLYR-05616\t0.629\t0.050\t0.701\t0.019\t1.631\t0.042\t6600\t100\t0.224\t0.087\t0.739\t0.098\t0.505\t0.028\t-0.557\t0.077\t\n",
"OGLE-BLG-RRLYR-05624\t0.540\t0.050\t0.664\t0.019\t1.607\t0.042\t6790\t100\t0.302\t0.087\t0.773\t0.098\t0.458\t0.028\t-0.407\t0.078\t\n",
"OGLE-BLG-RRLYR-05638\t0.675\t0.050\t0.719\t0.019\t1.579\t0.042\t6250\t100\t0.287\t0.087\t0.877\t0.098\t0.587\t0.028\t-0.623\t0.078\t\n",
"OGLE-BLG-RRLYR-05644\t0.547\t0.050\t0.696\t0.019\t1.666\t0.042\t6770\t100\t0.148\t0.087\t0.622\t0.099\t0.458\t0.028\t-0.565\t0.077\t\n",
"OGLE-BLG-RRLYR-05645\t0.558\t0.050\t0.688\t0.019\t1.638\t0.042\t6730\t99\t0.222\t0.087\t0.703\t0.099\t0.471\t0.028\t-0.506\t0.078\t\n",
"OGLE-BLG-RRLYR-05649\t0.574\t0.051\t0.700\t0.019\t1.729\t0.042\t6960\t100\t0.075\t0.087\t0.476\t0.099\t0.402\t0.028\t-0.548\t0.078\t\n",
"OGLE-BLG-RRLYR-05653\t0.664\t0.052\t0.765\t0.020\t1.741\t0.042\t6510\t100\t-0.057\t0.088\t0.448\t0.099\t0.515\t0.029\t-0.852\t0.080\t\n",
"OGLE-BLG-RRLYR-05655\t0.603\t0.052\t0.723\t0.020\t1.626\t0.042\t6410\t100\t0.201\t0.088\t0.739\t0.099\t0.543\t0.028\t-0.643\t0.079\t\n",
"OGLE-BLG-RRLYR-05657\t0.718\t0.050\t0.798\t0.019\t1.727\t0.042\t6223\t99\t-0.071\t0.087\t0.522\t0.099\t0.591\t0.028\t-0.978\t0.077\t\n",
"OGLE-BLG-RRLYR-05661\t0.576\t0.050\t0.715\t0.019\t1.675\t0.042\t6670\t100\t0.116\t0.087\t0.614\t0.099\t0.488\t0.029\t-0.635\t0.078\t\n",
"OGLE-BLG-RRLYR-05669\t0.761\t0.050\t0.733\t0.019\t1.614\t0.042\t6280\t100\t0.251\t0.087\t0.839\t0.098\t0.582\t0.028\t-0.659\t0.078\t\n",
"OGLE-BLG-RRLYR-05675\t0.695\t0.050\t0.716\t0.019\t1.639\t0.042\t6500\t100\t0.229\t0.087\t0.758\t0.099\t0.524\t0.028\t-0.588\t0.078\t\n",
"OGLE-BLG-RRLYR-05697\t0.599\t0.050\t0.717\t0.019\t1.610\t0.042\t6390\t100\t0.274\t0.088\t0.79\t0.10\t0.538\t0.028\t-0.577\t0.077\t\n",
"OGLE-BLG-RRLYR-05703\t0.638\t0.050\t0.732\t0.019\t1.688\t0.042\t6580\t100\t0.078\t0.087\t0.594\t0.098\t0.508\t0.028\t-0.707\t0.077\t\n",
"OGLE-BLG-RRLYR-05714\t0.646\t0.050\t0.729\t0.019\t1.575\t0.042\t6182\t99\t0.298\t0.087\t0.896\t0.099\t0.601\t0.028\t-0.644\t0.077\t\n",
"OGLE-BLG-RRLYR-05723\t0.637\t0.050\t0.740\t0.019\t1.593\t0.041\t6160\t100\t0.221\t0.087\t0.833\t0.098\t0.608\t0.028\t-0.716\t0.077\t\n",
"OGLE-BLG-RRLYR-05724\t0.604\t0.050\t0.741\t0.019\t1.594\t0.043\t6190\t100\t0.240\t0.088\t0.82\t0.10\t0.596\t0.028\t-0.685\t0.077\t\n",
"OGLE-BLG-RRLYR-05730\t0.657\t0.051\t0.766\t0.019\t1.747\t0.042\t6552\t99\t-0.058\t0.087\t0.460\t0.099\t0.516\t0.028\t-0.856\t0.078\t\n",
"OGLE-BLG-RRLYR-05739\t0.634\t0.051\t0.758\t0.020\t1.744\t0.042\t6580\t100\t-0.044\t0.088\t0.457\t0.099\t0.502\t0.028\t-0.824\t0.080\t\n",
"OGLE-BLG-RRLYR-05744\t0.636\t0.053\t0.718\t0.020\t1.616\t0.042\t6410\t100\t0.254\t0.088\t0.789\t0.099\t0.540\t0.029\t-0.586\t0.080\t\n",
"OGLE-BLG-RRLYR-05747\t0.589\t0.051\t0.692\t0.019\t1.616\t0.042\t6590\t100\t0.261\t0.087\t0.763\t0.098\t0.500\t0.028\t-0.511\t0.078\t\n",
"OGLE-BLG-RRLYR-05758\t0.552\t0.053\t0.727\t0.020\t1.778\t0.043\t6910\t100\t-0.066\t0.089\t0.36\t0.10\t0.425\t0.028\t-0.725\t0.082\t\n",
"OGLE-BLG-RRLYR-05759\t0.654\t0.051\t0.702\t0.019\t1.626\t0.042\t6560\t100\t0.245\t0.087\t0.766\t0.099\t0.514\t0.028\t-0.552\t0.078\t\n",
"OGLE-BLG-RRLYR-05760\t0.602\t0.050\t0.690\t0.019\t1.628\t0.042\t6670\t100\t0.247\t0.087\t0.746\t0.099\t0.486\t0.028\t-0.503\t0.077\t\n",
"OGLE-BLG-RRLYR-05763\t0.587\t0.051\t0.680\t0.019\t1.632\t0.042\t6760\t100\t0.255\t0.087\t0.727\t0.099\t0.463\t0.028\t-0.463\t0.078\t\n",
"OGLE-BLG-RRLYR-05767\t0.644\t0.050\t0.755\t0.019\t1.712\t0.042\t6501\t99\t0.000\t0.087\t0.533\t0.098\t0.528\t0.028\t-0.817\t0.077\t\n",
"OGLE-BLG-RRLYR-05768\t0.653\t0.054\t0.728\t0.020\t1.621\t0.042\t6350\t100\t0.224\t0.088\t0.781\t0.099\t0.559\t0.028\t-0.649\t0.080\t\n",
"OGLE-BLG-RRLYR-05778\t0.627\t0.055\t0.700\t0.020\t1.650\t0.043\t6670\t100\t0.190\t0.089\t0.69\t0.10\t0.487\t0.028\t-0.563\t0.080\t\n",
"OGLE-BLG-RRLYR-05788\t0.669\t0.054\t0.714\t0.020\t1.616\t0.043\t6430\t100\t0.246\t0.090\t0.78\t0.10\t0.539\t0.028\t-0.597\t0.081\t\n",
"OGLE-BLG-RRLYR-05789\t0.617\t0.051\t0.774\t0.019\t1.631\t0.042\t6080\t100\t0.117\t0.087\t0.752\t0.098\t0.630\t0.028\t-0.855\t0.078\t\n",
"OGLE-BLG-RRLYR-05792\t0.770\t0.050\t0.776\t0.019\t1.621\t0.042\t6010\t100\t0.168\t0.087\t0.813\t0.098\t0.646\t0.028\t-0.834\t0.077\t\n",
"OGLE-BLG-RRLYR-05800\t0.644\t0.050\t0.740\t0.019\t1.638\t0.042\t6320\t100\t0.159\t0.087\t0.727\t0.098\t0.565\t0.028\t-0.716\t0.077\t\n",
"OGLE-BLG-RRLYR-05814\t0.567\t0.050\t0.727\t0.019\t1.749\t0.042\t6843\t99\t-0.020\t0.087\t0.434\t0.098\t0.448\t0.028\t-0.711\t0.077\t\n",
"OGLE-BLG-RRLYR-05824\t0.645\t0.051\t0.723\t0.019\t1.674\t0.042\t6570\t100\t0.149\t0.087\t0.635\t0.099\t0.496\t0.028\t-0.625\t0.078\t\n",
"OGLE-BLG-RRLYR-05826\t0.688\t0.050\t0.713\t0.019\t1.573\t0.042\t6285\t99\t0.327\t0.087\t0.914\t0.098\t0.580\t0.028\t-0.577\t0.077\t\n",
"OGLE-BLG-RRLYR-05827\t0.761\t0.051\t0.742\t0.019\t1.673\t0.042\t6426\t99\t0.133\t0.087\t0.675\t0.098\t0.545\t0.028\t-0.712\t0.077\t\n",
"OGLE-BLG-RRLYR-05829\t0.608\t0.052\t0.687\t0.020\t1.546\t0.042\t6380\t100\t0.367\t0.088\t0.938\t0.099\t0.557\t0.028\t-0.497\t0.080\t\n",
"OGLE-BLG-RRLYR-05834\t0.612\t0.051\t0.694\t0.019\t1.551\t0.042\t6330\t100\t0.355\t0.088\t0.923\t0.099\t0.566\t0.028\t-0.520\t0.078\t\n",
"OGLE-BLG-RRLYR-05844\t0.729\t0.051\t0.821\t0.019\t1.685\t0.042\t5940\t100\t-0.003\t0.088\t0.658\t0.099\t0.661\t0.028\t-1.024\t0.079\t\n",
"OGLE-BLG-RRLYR-05850\t0.578\t0.051\t0.686\t0.019\t1.671\t0.042\t6859\t99\t0.172\t0.087\t0.612\t0.099\t0.442\t0.028\t-0.509\t0.077\t\n",
"OGLE-BLG-RRLYR-05854\t0.770\t0.051\t0.748\t0.019\t1.658\t0.042\t6320\t100\t0.151\t0.087\t0.717\t0.098\t0.569\t0.028\t-0.732\t0.078\t\n",
"OGLE-BLG-RRLYR-05856\t0.752\t0.050\t0.837\t0.019\t1.801\t0.042\t6200\t100\t-0.232\t0.087\t0.351\t0.098\t0.589\t0.028\t-1.142\t0.078\t\n",
"OGLE-BLG-RRLYR-05859\t0.640\t0.050\t0.719\t0.019\t1.558\t0.042\t6190\t100\t0.315\t0.087\t0.927\t0.098\t0.606\t0.028\t-0.609\t0.078\t\n",
"OGLE-BLG-RRLYR-05865\t0.704\t0.050\t0.740\t0.019\t1.583\t0.042\t6110\t100\t0.326\t0.087\t0.922\t0.099\t0.607\t0.028\t-0.634\t0.077\t\n",
"OGLE-BLG-RRLYR-05874\t0.698\t0.050\t0.735\t0.019\t1.575\t0.042\t6130\t100\t0.298\t0.087\t0.909\t0.098\t0.613\t0.028\t-0.657\t0.077\t\n",
"OGLE-BLG-RRLYR-05901\t0.695\t0.049\t0.750\t0.019\t1.680\t0.042\t6406\t99\t0.131\t0.087\t0.647\t0.099\t0.531\t0.028\t-0.702\t0.077\t\n",
"OGLE-BLG-RRLYR-05902\t0.634\t0.055\t0.693\t0.020\t1.615\t0.044\t6580\t100\t0.295\t0.089\t0.78\t0.10\t0.498\t0.029\t-0.481\t0.080\t\n",
"OGLE-BLG-RRLYR-05906\t0.614\t0.053\t0.706\t0.020\t1.612\t0.042\t6480\t100\t0.273\t0.088\t0.785\t0.099\t0.523\t0.028\t-0.542\t0.079\t\n",
"OGLE-BLG-RRLYR-05908\t0.521\t0.049\t0.661\t0.019\t1.608\t0.042\t6807\t99\t0.293\t0.087\t0.753\t0.098\t0.452\t0.028\t-0.402\t0.077\t\n",
"OGLE-BLG-RRLYR-05909\t0.606\t0.051\t0.779\t0.019\t1.648\t0.042\t6110\t100\t0.066\t0.087\t0.688\t0.098\t0.617\t0.028\t-0.882\t0.079\t\n",
"OGLE-BLG-RRLYR-05911\t0.633\t0.050\t0.711\t0.019\t1.566\t0.042\t6275\t99\t0.329\t0.087\t0.910\t0.098\t0.578\t0.028\t-0.569\t0.077\t\n",
"OGLE-BLG-RRLYR-05914\t0.681\t0.050\t0.813\t0.019\t1.705\t0.042\t6050\t100\t-0.061\t0.087\t0.583\t0.098\t0.634\t0.028\t-1.034\t0.077\t\n",
"OGLE-BLG-RRLYR-05919\t0.647\t0.053\t0.713\t0.020\t1.673\t0.042\t6640\t100\t0.188\t0.088\t0.658\t0.099\t0.480\t0.028\t-0.563\t0.079\t\n",
"OGLE-BLG-RRLYR-05921\t0.697\t0.050\t0.764\t0.019\t1.655\t0.042\t6220\t100\t0.105\t0.087\t0.683\t0.099\t0.586\t0.028\t-0.801\t0.077\t\n",
"OGLE-BLG-RRLYR-05922\t0.547\t0.053\t0.695\t0.020\t1.650\t0.043\t6690\t100\t0.197\t0.088\t0.679\t0.099\t0.474\t0.028\t-0.540\t0.080\t\n",
"OGLE-BLG-RRLYR-05925\t0.663\t0.051\t0.739\t0.019\t1.672\t0.042\t6450\t100\t0.117\t0.087\t0.649\t0.099\t0.534\t0.028\t-0.713\t0.078\t\n",
"OGLE-BLG-RRLYR-05932\t0.626\t0.051\t0.716\t0.019\t1.623\t0.043\t6440\t100\t0.188\t0.090\t0.72\t0.10\t0.536\t0.029\t-0.636\t0.079\t\n",
"OGLE-BLG-RRLYR-05936\t0.607\t0.051\t0.725\t0.019\t1.545\t0.042\t6140\t100\t0.347\t0.087\t0.960\t0.098\t0.615\t0.028\t-0.604\t0.078\t\n",
"OGLE-BLG-RRLYR-05943\t0.683\t0.051\t0.832\t0.019\t1.821\t0.042\t6300\t100\t-0.273\t0.088\t0.283\t0.099\t0.560\t0.028\t-1.139\t0.078\t\n",
"OGLE-BLG-RRLYR-05957\t0.712\t0.056\t0.789\t0.020\t1.745\t0.043\t6360\t100\t-0.086\t0.090\t0.48\t0.10\t0.561\t0.028\t-0.951\t0.081\t\n",
"OGLE-BLG-RRLYR-05963\t0.637\t0.055\t0.751\t0.020\t1.656\t0.043\t6330\t100\t0.098\t0.089\t0.672\t0.099\t0.568\t0.028\t-0.780\t0.080\t\n",
"OGLE-BLG-RRLYR-05966\t0.653\t0.050\t0.724\t0.019\t1.594\t0.042\t6288\t99\t0.294\t0.087\t0.853\t0.098\t0.568\t0.028\t-0.596\t0.077\t\n",
"OGLE-BLG-RRLYR-05967\t0.631\t0.058\t0.710\t0.021\t1.647\t0.044\t6570\t100\t0.215\t0.090\t0.71\t0.10\t0.503\t0.028\t-0.571\t0.082\t\n",
"OGLE-BLG-RRLYR-05972\t0.625\t0.051\t0.707\t0.019\t1.656\t0.042\t6640\t100\t0.189\t0.087\t0.687\t0.099\t0.489\t0.028\t-0.573\t0.078\t\n",
"OGLE-BLG-RRLYR-05977\t0.762\t0.052\t0.789\t0.019\t1.718\t0.042\t6260\t100\t-0.017\t0.087\t0.565\t0.099\t0.585\t0.028\t-0.923\t0.078\t\n",
"OGLE-BLG-RRLYR-05981\t0.628\t0.051\t0.710\t0.019\t1.671\t0.042\t6680\t100\t0.149\t0.087\t0.640\t0.099\t0.483\t0.028\t-0.598\t0.078\t\n",
"OGLE-BLG-RRLYR-05982\t0.658\t0.051\t0.729\t0.019\t1.602\t0.042\t6270\t100\t0.241\t0.088\t0.80\t0.10\t0.576\t0.028\t-0.654\t0.079\t\n",
"OGLE-BLG-RRLYR-05997\t0.707\t0.051\t0.771\t0.019\t1.572\t0.042\t5890\t100\t0.232\t0.087\t0.915\t0.099\t0.680\t0.028\t-0.812\t0.078\t\n",
"OGLE-BLG-RRLYR-06004\t0.614\t0.050\t0.686\t0.019\t1.588\t0.042\t6550\t100\t0.309\t0.087\t0.837\t0.098\t0.518\t0.028\t-0.491\t0.077\t\n",
"OGLE-BLG-RRLYR-06005\t0.697\t0.050\t0.771\t0.019\t1.643\t0.041\t6130\t100\t0.112\t0.087\t0.733\t0.098\t0.617\t0.028\t-0.839\t0.077\t\n",
"OGLE-BLG-RRLYR-06008\t0.685\t0.051\t0.708\t0.019\t1.577\t0.042\t6330\t100\t0.307\t0.088\t0.883\t0.099\t0.571\t0.028\t-0.575\t0.079\t\n",
"OGLE-BLG-RRLYR-06009\t0.678\t0.050\t0.769\t0.019\t1.700\t0.042\t6330\t100\t0.021\t0.088\t0.576\t0.099\t0.560\t0.028\t-0.847\t0.078\t\n",
"OGLE-BLG-RRLYR-06012\t0.690\t0.050\t0.747\t0.019\t1.683\t0.042\t6420\t99\t0.107\t0.087\t0.634\t0.099\t0.533\t0.028\t-0.721\t0.077\t\n",
"OGLE-BLG-RRLYR-06016\t0.645\t0.051\t0.766\t0.019\t1.819\t0.042\t6770\t100\t-0.187\t0.087\t0.268\t0.099\t0.454\t0.028\t-0.887\t0.078\t\n",
"OGLE-BLG-RRLYR-06018\t0.639\t0.051\t0.730\t0.020\t1.594\t0.043\t6230\t100\t0.282\t0.089\t0.84\t0.10\t0.577\t0.028\t-0.633\t0.078\t\n",
"OGLE-BLG-RRLYR-06026\t0.595\t0.050\t0.682\t0.019\t1.669\t0.042\t6870\t100\t0.183\t0.087\t0.628\t0.098\t0.438\t0.028\t-0.495\t0.077\t\n",
"OGLE-BLG-RRLYR-06029\t0.534\t0.050\t0.679\t0.019\t1.676\t0.042\t6930\t100\t0.172\t0.087\t0.599\t0.098\t0.426\t0.028\t-0.489\t0.077\t\n",
"OGLE-BLG-RRLYR-06030\t0.659\t0.051\t0.732\t0.019\t1.636\t0.042\t6380\t100\t0.176\t0.088\t0.735\t0.099\t0.556\t0.028\t-0.686\t0.078\t\n",
"OGLE-BLG-RRLYR-06031\t0.608\t0.051\t0.697\t0.019\t1.634\t0.042\t6639\t99\t0.231\t0.087\t0.728\t0.098\t0.492\t0.028\t-0.531\t0.077\t\n",
"OGLE-BLG-RRLYR-06032\t0.594\t0.060\t0.695\t0.021\t1.655\t0.044\t6730\t100\t0.189\t0.091\t0.67\t0.10\t0.472\t0.029\t-0.541\t0.084\t\n",
"OGLE-BLG-RRLYR-06035\t0.616\t0.053\t0.734\t0.019\t1.732\t0.042\t6730\t100\t0.007\t0.088\t0.498\t0.099\t0.476\t0.028\t-0.725\t0.079\t\n",
"OGLE-BLG-RRLYR-06036\t0.649\t0.051\t0.727\t0.019\t1.590\t0.042\t6240\t100\t0.265\t0.087\t0.848\t0.099\t0.584\t0.028\t-0.643\t0.078\t\n",
"OGLE-BLG-RRLYR-06038\t0.666\t0.050\t0.752\t0.019\t1.615\t0.042\t6160\t100\t0.174\t0.087\t0.781\t0.098\t0.607\t0.028\t-0.764\t0.077\t\n",
"OGLE-BLG-RRLYR-06039\t0.685\t0.053\t0.734\t0.019\t1.696\t0.042\t6570\t100\t0.093\t0.088\t0.58\t0.10\t0.501\t0.028\t-0.686\t0.078\t\n",
"OGLE-BLG-RRLYR-06042\t0.689\t0.050\t0.756\t0.019\t1.640\t0.042\t6230\t100\t0.159\t0.087\t0.732\t0.098\t0.582\t0.028\t-0.746\t0.077\t\n",
"OGLE-BLG-RRLYR-06050\t0.616\t0.052\t0.722\t0.019\t1.648\t0.042\t6490\t100\t0.166\t0.088\t0.694\t0.099\t0.526\t0.028\t-0.649\t0.079\t\n",
"OGLE-BLG-RRLYR-06052\t0.572\t0.052\t0.696\t0.019\t1.579\t0.042\t6454\t99\t0.297\t0.088\t0.842\t0.099\t0.540\t0.028\t-0.534\t0.078\t\n",
"OGLE-BLG-RRLYR-06060\t0.587\t0.050\t0.726\t0.019\t1.628\t0.042\t6428\t99\t0.205\t0.087\t0.729\t0.099\t0.525\t0.028\t-0.614\t0.077\t\n",
"OGLE-BLG-RRLYR-06069\t0.561\t0.051\t0.667\t0.019\t1.566\t0.042\t6600\t100\t0.369\t0.087\t0.886\t0.099\t0.502\t0.028\t-0.404\t0.078\t\n",
"OGLE-BLG-RRLYR-06070\t0.698\t0.053\t0.738\t0.020\t1.663\t0.042\t6430\t100\t0.132\t0.088\t0.678\t0.099\t0.544\t0.028\t-0.710\t0.079\t\n",
"OGLE-BLG-RRLYR-06071\t0.645\t0.051\t0.715\t0.019\t1.610\t0.042\t6410\t100\t0.275\t0.088\t0.804\t0.099\t0.539\t0.028\t-0.564\t0.078\t\n",
"OGLE-BLG-RRLYR-06076\t0.637\t0.053\t0.717\t0.020\t1.603\t0.042\t6370\t100\t0.245\t0.088\t0.807\t0.099\t0.559\t0.028\t-0.622\t0.080\t\n",
"OGLE-BLG-RRLYR-06081\t0.731\t0.051\t0.730\t0.019\t1.617\t0.042\t6310\t100\t0.242\t0.087\t0.817\t0.099\t0.572\t0.028\t-0.652\t0.077\t\n",
"OGLE-BLG-RRLYR-06086\t0.647\t0.052\t0.728\t0.019\t1.648\t0.042\t6450\t100\t0.187\t0.087\t0.708\t0.099\t0.529\t0.028\t-0.636\t0.078\t\n",
"OGLE-BLG-RRLYR-06089\t0.603\t0.050\t0.686\t0.019\t1.603\t0.043\t6627\t99\t0.323\t0.088\t0.78\t0.10\t0.470\t0.028\t-0.415\t0.077\t\n",
"OGLE-BLG-RRLYR-06092\t0.575\t0.050\t0.698\t0.019\t1.611\t0.042\t6553\t99\t0.236\t0.087\t0.762\t0.098\t0.517\t0.028\t-0.560\t0.077\t\n",
"OGLE-BLG-RRLYR-06099\t0.643\t0.057\t0.783\t0.021\t1.623\t0.043\t5990\t110\t0.123\t0.089\t0.77\t0.10\t0.649\t0.031\t-0.869\t0.084\t\n",
"OGLE-BLG-RRLYR-06100\t0.655\t0.050\t0.823\t0.019\t1.813\t0.042\t6350\t100\t-0.237\t0.087\t0.301\t0.099\t0.546\t0.028\t-1.089\t0.078\t\n",
"OGLE-BLG-RRLYR-06101\t0.660\t0.050\t0.752\t0.019\t1.677\t0.042\t6378\t99\t0.103\t0.087\t0.632\t0.099\t0.541\t0.028\t-0.743\t0.077\t\n",
"OGLE-BLG-RRLYR-06105\t0.725\t0.052\t0.770\t0.020\t1.667\t0.042\t6210\t100\t0.093\t0.087\t0.682\t0.098\t0.591\t0.028\t-0.818\t0.079\t\n",
"OGLE-BLG-RRLYR-06109\t0.554\t0.051\t0.685\t0.019\t1.605\t0.042\t6630\t100\t0.275\t0.087\t0.776\t0.099\t0.494\t0.028\t-0.490\t0.078\t\n",
"OGLE-BLG-RRLYR-06111\t0.727\t0.050\t0.740\t0.019\t1.608\t0.042\t6203\t99\t0.290\t0.087\t0.860\t0.099\t0.583\t0.028\t-0.637\t0.077\t\n",
"OGLE-BLG-RRLYR-06116\t0.726\t0.050\t0.777\t0.019\t1.689\t0.042\t6220\t100\t0.092\t0.087\t0.653\t0.099\t0.574\t0.028\t-0.816\t0.077\t\n",
"OGLE-BLG-RRLYR-06117\t0.596\t0.053\t0.724\t0.020\t1.776\t0.042\t6940\t100\t-0.051\t0.088\t0.388\t0.099\t0.419\t0.028\t-0.700\t0.080\t\n",
"OGLE-BLG-RRLYR-06118\t0.730\t0.052\t0.738\t0.019\t1.639\t0.042\t6330\t100\t0.187\t0.088\t0.755\t0.099\t0.568\t0.028\t-0.701\t0.078\t\n",
"OGLE-BLG-RRLYR-06121\t0.689\t0.051\t0.770\t0.019\t1.715\t0.042\t6405\t99\t-6.036\t0.087\t0.550\t0.099\t0.550\t0.028\t-0.852\t0.077\t\n",
"OGLE-BLG-RRLYR-06123\t0.621\t0.058\t0.706\t0.022\t1.556\t0.044\t6270\t110\t0.343\t0.091\t0.92\t0.10\t0.579\t0.030\t-0.555\t0.086\t\n",
"OGLE-BLG-RRLYR-06131\t0.644\t0.053\t0.727\t0.020\t1.689\t0.043\t6620\t100\t0.094\t0.088\t0.59\t0.10\t0.497\t0.029\t-0.670\t0.079\t\n",
"OGLE-BLG-RRLYR-06133\t0.697\t0.057\t0.800\t0.021\t1.740\t0.044\t6270\t100\t-0.096\t0.091\t0.49\t0.10\t0.583\t0.028\t-0.995\t0.083\t\n",
"OGLE-BLG-RRLYR-06134\t0.527\t0.049\t0.726\t0.019\t1.736\t0.042\t6810\t100\t-0.014\t0.087\t0.444\t0.098\t0.448\t0.028\t-0.713\t0.077\t\n",
"OGLE-BLG-RRLYR-06138\t0.722\t0.056\t0.717\t0.020\t1.584\t0.043\t6270\t100\t0.305\t0.090\t0.88\t0.10\t0.582\t0.028\t-0.603\t0.082\t\n",
"OGLE-BLG-RRLYR-06147\t0.550\t0.050\t0.735\t0.019\t1.759\t0.042\t6790\t99\t-0.070\t0.087\t0.392\t0.098\t0.452\t0.028\t-0.774\t0.078\t\n",
"OGLE-BLG-RRLYR-06151\t0.645\t0.052\t0.695\t0.019\t1.624\t0.042\t6618\t99\t0.244\t0.087\t0.759\t0.099\t0.502\t0.028\t-0.532\t0.078\t\n",
"OGLE-BLG-RRLYR-06165\t0.648\t0.054\t0.817\t0.020\t1.637\t0.043\t5820\t110\t0.072\t0.090\t0.77\t0.10\t0.686\t0.030\t-0.975\t0.082\t\n",
"OGLE-BLG-RRLYR-06171\t0.607\t0.050\t0.722\t0.019\t1.629\t0.042\t6451\t99\t0.225\t0.088\t0.73\t0.10\t0.518\t0.028\t-0.589\t0.077\t\n",
"OGLE-BLG-RRLYR-06176\t0.597\t0.050\t0.693\t0.019\t1.639\t0.042\t6680\t100\t0.216\t0.087\t0.714\t0.098\t0.483\t0.028\t-0.535\t0.078\t\n",
"OGLE-BLG-RRLYR-06179\t0.731\t0.051\t0.743\t0.019\t1.642\t0.042\t6300\t100\t0.179\t0.087\t0.754\t0.099\t0.573\t0.028\t-0.712\t0.078\t\n",
"OGLE-BLG-RRLYR-06186\t0.617\t0.051\t0.729\t0.020\t1.656\t0.043\t6450\t100\t0.151\t0.088\t0.66\t0.10\t0.525\t0.028\t-0.674\t0.079\t\n",
"OGLE-BLG-RRLYR-06187\t0.619\t0.051\t0.694\t0.019\t1.663\t0.042\t6750\t100\t0.199\t0.087\t0.659\t0.099\t0.460\t0.028\t-0.512\t0.078\t\n",
"OGLE-BLG-RRLYR-06199\t0.654\t0.052\t0.715\t0.019\t1.621\t0.042\t6460\t100\t0.225\t0.088\t0.767\t0.099\t0.538\t0.028\t-0.607\t0.079\t\n",
"OGLE-BLG-RRLYR-06201\t0.571\t0.051\t0.716\t0.019\t1.665\t0.042\t6614\t99\t0.151\t0.087\t0.652\t0.099\t0.493\t0.028\t-0.617\t0.078\t\n",
"OGLE-BLG-RRLYR-06203\t0.629\t0.050\t0.769\t0.019\t1.721\t0.042\t6410\t100\t-0.027\t0.087\t0.508\t0.099\t0.539\t0.028\t-0.860\t0.078\t\n",
"OGLE-BLG-RRLYR-06205\t0.643\t0.050\t0.808\t0.019\t1.761\t0.042\t6280\t99\t-0.140\t0.087\t0.423\t0.099\t0.566\t0.028\t-1.019\t0.077\t\n",
"OGLE-BLG-RRLYR-06209\t0.567\t0.052\t0.667\t0.019\t1.578\t0.042\t6630\t100\t0.394\t0.088\t0.867\t0.099\t0.483\t0.028\t-0.362\t0.079\t\n",
"OGLE-BLG-RRLYR-06213\t0.590\t0.050\t0.673\t0.019\t1.646\t0.042\t6870\t100\t0.223\t0.087\t0.635\t0.099\t0.410\t0.028\t-0.418\t0.078\t\n",
"OGLE-BLG-RRLYR-06216\t0.663\t0.050\t0.734\t0.019\t1.603\t0.042\t6250\t100\t0.251\t0.087\t0.818\t0.099\t0.577\t0.028\t-0.645\t0.078\t\n",
"OGLE-BLG-RRLYR-06218\t0.763\t0.051\t0.756\t0.019\t1.662\t0.042\t6294\t99\t0.125\t0.087\t0.702\t0.099\t0.578\t0.028\t-0.776\t0.078\t\n",
"OGLE-BLG-RRLYR-06223\t0.522\t0.049\t0.688\t0.019\t1.672\t0.042\t6840\t100\t0.141\t0.087\t0.587\t0.098\t0.441\t0.028\t-0.544\t0.077\t\n",
"OGLE-BLG-RRLYR-06225\t0.628\t0.050\t0.698\t0.019\t1.613\t0.042\t6540\t100\t0.293\t0.088\t0.792\t0.099\t0.498\t0.028\t-0.490\t0.077\t\n",
"OGLE-BLG-RRLYR-06228\t0.620\t0.050\t0.726\t0.019\t1.629\t0.042\t6390\t100\t0.175\t0.087\t0.736\t0.098\t0.551\t0.028\t-0.667\t0.078\t\n",
"OGLE-BLG-RRLYR-06241\t0.752\t0.053\t0.755\t0.020\t1.657\t0.043\t6270\t100\t0.138\t0.089\t0.70\t0.10\t0.579\t0.028\t-0.765\t0.081\t\n",
"OGLE-BLG-RRLYR-06245\t0.577\t0.051\t0.696\t0.019\t1.638\t0.042\t6650\t100\t0.219\t0.087\t0.711\t0.098\t0.485\t0.028\t-0.525\t0.078\t\n",
"OGLE-BLG-RRLYR-06246\t0.659\t0.051\t0.721\t0.019\t1.622\t0.042\t6400\t100\t0.235\t0.087\t0.777\t0.098\t0.546\t0.028\t-0.620\t0.078\t\n",
"OGLE-BLG-RRLYR-06256\t0.681\t0.051\t0.693\t0.020\t1.578\t0.043\t6436\t99\t0.365\t0.089\t0.89\t0.10\t0.535\t0.028\t-0.467\t0.079\t\n",
"OGLE-BLG-RRLYR-06257\t0.573\t0.053\t0.691\t0.020\t1.642\t0.043\t6700\t100\t0.218\t0.088\t0.69\t0.10\t0.474\t0.028\t-0.515\t0.079\t\n",
"OGLE-BLG-RRLYR-06264\t0.749\t0.051\t0.770\t0.019\t1.645\t0.042\t6126\t99\t0.125\t0.087\t0.741\t0.098\t0.617\t0.028\t-0.828\t0.078\t\n",
"OGLE-BLG-RRLYR-06267\t0.626\t0.051\t0.696\t0.019\t1.681\t0.042\t6820\t100\t0.146\t0.087\t0.571\t0.099\t0.423\t0.028\t-0.518\t0.078\t\n",
"OGLE-BLG-RRLYR-06287\t0.595\t0.053\t0.701\t0.020\t1.584\t0.043\t6420\t100\t0.321\t0.089\t0.84\t0.10\t0.536\t0.028\t-0.513\t0.080\t\n",
"OGLE-BLG-RRLYR-06288\t0.681\t0.052\t0.790\t0.020\t1.702\t0.042\t6210\t100\t-0.000\t0.087\t0.585\t0.098\t0.589\t0.028\t-0.906\t0.078\t\n",
"OGLE-BLG-RRLYR-06292\t0.555\t0.049\t0.702\t0.019\t1.690\t0.041\t6809\t99\t0.113\t0.087\t0.573\t0.098\t0.454\t0.028\t-0.590\t0.077\t\n",
"OGLE-BLG-RRLYR-06294\t0.629\t0.054\t0.723\t0.020\t1.616\t0.042\t6370\t100\t0.213\t0.089\t0.77\t0.10\t0.557\t0.028\t-0.650\t0.081\t\n",
"OGLE-BLG-RRLYR-06303\t0.703\t0.051\t0.785\t0.019\t1.741\t0.042\t6370\t100\t-0.070\t0.088\t0.482\t0.099\t0.554\t0.028\t-0.927\t0.078\t\n",
"OGLE-BLG-RRLYR-06305\t0.631\t0.052\t0.699\t0.019\t1.635\t0.042\t6630\t100\t0.231\t0.087\t0.735\t0.099\t0.495\t0.028\t-0.534\t0.078\t\n",
"OGLE-BLG-RRLYR-06306\t0.708\t0.051\t0.798\t0.019\t1.757\t0.042\t6345\t99\t-0.117\t0.087\t0.455\t0.099\t0.564\t0.028\t-0.987\t0.078\t\n",
"OGLE-BLG-RRLYR-06308\t0.576\t0.052\t0.753\t0.020\t1.766\t0.042\t6700\t100\t-0.097\t0.088\t0.390\t0.099\t0.475\t0.028\t-0.836\t0.080\t\n",
"OGLE-BLG-RRLYR-06310\t0.729\t0.051\t0.777\t0.019\t1.614\t0.041\t5980\t100\t0.159\t0.087\t0.814\t0.098\t0.653\t0.029\t-0.845\t0.078\t\n",
"OGLE-BLG-RRLYR-06313\t0.617\t0.052\t0.707\t0.019\t1.637\t0.042\t6580\t100\t0.201\t0.088\t0.716\t0.099\t0.508\t0.028\t-0.585\t0.078\t\n",
"OGLE-BLG-RRLYR-06314\t0.687\t0.052\t0.768\t0.019\t1.681\t0.042\t6270\t100\t0.047\t0.088\t0.626\t0.099\t0.579\t0.028\t-0.842\t0.079\t\n",
"OGLE-BLG-RRLYR-06319\t0.751\t0.050\t0.763\t0.019\t1.605\t0.041\t6040\t100\t0.204\t0.087\t0.843\t0.098\t0.639\t0.028\t-0.782\t0.077\t\n",
"OGLE-BLG-RRLYR-06323\t0.677\t0.050\t0.740\t0.019\t1.651\t0.042\t6360\t100\t0.168\t0.087\t0.701\t0.099\t0.546\t0.028\t-0.681\t0.078\t\n",
"OGLE-BLG-RRLYR-06330\t0.600\t0.050\t0.722\t0.019\t1.577\t0.042\t6248\t99\t0.251\t0.087\t0.841\t0.099\t0.589\t0.028\t-0.654\t0.078\t\n",
"OGLE-BLG-RRLYR-06334\t0.562\t0.050\t0.687\t0.019\t1.562\t0.042\t6440\t100\t0.388\t0.087\t0.907\t0.099\t0.529\t0.028\t-0.447\t0.077\t\n",
"OGLE-BLG-RRLYR-06355\t0.576\t0.052\t0.711\t0.020\t1.737\t0.042\t6890\t100\t0.017\t0.088\t0.471\t0.099\t0.431\t0.028\t-0.646\t0.079\t\n",
"OGLE-BLG-RRLYR-06358\t0.593\t0.050\t0.715\t0.019\t1.715\t0.042\t6820\t100\t0.061\t0.087\t0.519\t0.098\t0.450\t0.028\t-0.632\t0.078\t\n",
"OGLE-BLG-RRLYR-06368\t0.673\t0.057\t0.755\t0.022\t1.765\t0.043\t6670\t110\t-0.019\t0.089\t0.458\t0.099\t0.475\t0.030\t-0.757\t0.084\t\n",
"OGLE-BLG-RRLYR-06372\t0.700\t0.051\t0.806\t0.019\t1.830\t0.042\t6540\t100\t-0.246\t0.087\t0.279\t0.099\t0.518\t0.028\t-1.038\t0.078\t\n",
"OGLE-BLG-RRLYR-06377\t0.685\t0.052\t0.718\t0.020\t1.712\t0.043\t6750\t100\t0.103\t0.088\t0.56\t0.10\t0.462\t0.028\t-0.605\t0.078\t\n",
"OGLE-BLG-RRLYR-06382\t0.552\t0.057\t0.747\t0.022\t1.792\t0.044\t6830\t110\t-0.141\t0.092\t0.31\t0.10\t0.443\t0.029\t-0.823\t0.088\t\n",
"OGLE-BLG-RRLYR-06386\t0.688\t0.050\t0.724\t0.019\t1.643\t0.042\t6450\t100\t0.187\t0.087\t0.729\t0.099\t0.539\t0.028\t-0.654\t0.077\t\n",
"OGLE-BLG-RRLYR-06395\t0.560\t0.054\t0.723\t0.021\t1.554\t0.042\t6170\t100\t0.309\t0.088\t0.913\t0.099\t0.605\t0.029\t-0.629\t0.081\t\n",
"OGLE-BLG-RRLYR-06406\t0.673\t0.051\t0.765\t0.019\t1.538\t0.042\t5830\t100\t0.292\t0.087\t0.995\t0.099\t0.698\t0.028\t-0.777\t0.078\t\n",
"OGLE-BLG-RRLYR-06414\t0.691\t0.049\t0.849\t0.019\t1.804\t0.042\t6150\t100\t-0.263\t0.087\t0.327\t0.098\t0.598\t0.028\t-1.193\t0.077\t\n",
"OGLE-BLG-RRLYR-06415\t0.580\t0.051\t0.715\t0.020\t1.663\t0.042\t6600\t100\t0.155\t0.088\t0.63\t0.10\t0.491\t0.028\t-0.614\t0.079\t\n",
"OGLE-BLG-RRLYR-06426\t0.745\t0.050\t0.778\t0.019\t1.626\t0.042\t6020\t100\t0.136\t0.087\t0.773\t0.099\t0.641\t0.028\t-0.855\t0.078\t\n",
"OGLE-BLG-RRLYR-06430\t0.579\t0.050\t0.725\t0.019\t1.584\t0.043\t6280\t100\t0.268\t0.089\t0.84\t0.10\t0.572\t0.028\t-0.619\t0.078\t\n",
"OGLE-BLG-RRLYR-06434\t0.750\t0.050\t0.756\t0.019\t1.630\t0.042\t6167\t99\t0.163\t0.087\t0.764\t0.098\t0.605\t0.028\t-0.773\t0.078\t\n",
"OGLE-BLG-RRLYR-06435\t0.558\t0.051\t0.745\t0.019\t1.771\t0.042\t6780\t100\t-0.092\t0.088\t0.373\t0.099\t0.458\t0.028\t-0.798\t0.079\t\n",
"OGLE-BLG-RRLYR-06436\t0.534\t0.052\t0.676\t0.019\t1.647\t0.042\t6850\t100\t0.216\t0.088\t0.672\t0.099\t0.445\t0.028\t-0.472\t0.079\t\n",
"OGLE-BLG-RRLYR-06438\t0.638\t0.051\t0.754\t0.019\t1.745\t0.042\t6628\t99\t-0.041\t0.087\t0.460\t0.099\t0.497\t0.028\t-0.811\t0.077\t\n",
"OGLE-BLG-RRLYR-06442\t0.660\t0.050\t0.718\t0.019\t1.591\t0.042\t6323\t99\t0.304\t0.087\t0.876\t0.098\t0.568\t0.028\t-0.584\t0.077\t\n",
"OGLE-BLG-RRLYR-06443\t0.667\t0.051\t0.762\t0.019\t1.772\t0.042\t6671\t99\t-0.094\t0.087\t0.399\t0.099\t0.488\t0.028\t-0.841\t0.078\t\n",
"OGLE-BLG-RRLYR-06445\t0.619\t0.051\t0.715\t0.019\t1.610\t0.042\t6410\t100\t0.252\t0.087\t0.796\t0.099\t0.545\t0.028\t-0.595\t0.078\t\n",
"OGLE-BLG-RRLYR-06448\t0.531\t0.052\t0.663\t0.019\t1.622\t0.042\t6847\t99\t0.277\t0.088\t0.733\t0.099\t0.445\t0.028\t-0.412\t0.078\t\n",
"OGLE-BLG-RRLYR-06449\t0.713\t0.050\t0.756\t0.019\t1.663\t0.042\t6290\t100\t0.107\t0.087\t0.678\t0.099\t0.575\t0.028\t-0.783\t0.078\t\n",
"OGLE-BLG-RRLYR-06450\t0.658\t0.051\t0.733\t0.019\t1.615\t0.042\t6302\t99\t0.234\t0.087\t0.792\t0.099\t0.565\t0.028\t-0.646\t0.077\t\n",
"OGLE-BLG-RRLYR-06454\t0.529\t0.049\t0.689\t0.019\t1.682\t0.042\t6870\t100\t0.115\t0.087\t0.561\t0.099\t0.427\t0.028\t-0.554\t0.076\t\n",
"OGLE-BLG-RRLYR-06455\t0.715\t0.052\t0.744\t0.019\t1.665\t0.042\t6370\t100\t0.122\t0.087\t0.677\t0.099\t0.555\t0.028\t-0.736\t0.078\t\n",
"OGLE-BLG-RRLYR-06460\t0.687\t0.051\t0.763\t0.019\t1.716\t0.042\t6440\t100\t0.001\t0.087\t0.545\t0.099\t0.539\t0.028\t-0.829\t0.078\t\n",
"OGLE-BLG-RRLYR-06464\t0.726\t0.050\t0.772\t0.019\t1.601\t0.041\t5960\t100\t0.202\t0.087\t0.856\t0.098\t0.657\t0.028\t-0.814\t0.077\t\n",
"OGLE-BLG-RRLYR-06466\t0.574\t0.050\t0.719\t0.019\t1.554\t0.043\t6220\t100\t0.318\t0.090\t0.90\t0.10\t0.590\t0.028\t-0.598\t0.078\t\n",
"OGLE-BLG-RRLYR-06468\t0.738\t0.051\t0.832\t0.019\t1.735\t0.042\t6020\t100\t-0.100\t0.087\t0.535\t0.099\t0.638\t0.028\t-1.085\t0.078\t\n",
"OGLE-BLG-RRLYR-06472\t0.636\t0.051\t0.710\t0.019\t1.612\t0.042\t6440\t100\t0.237\t0.087\t0.786\t0.098\t0.540\t0.028\t-0.593\t0.077\t\n",
"OGLE-BLG-RRLYR-06474\t0.586\t0.054\t0.694\t0.020\t1.614\t0.042\t6570\t100\t0.262\t0.088\t0.767\t0.099\t0.505\t0.028\t-0.522\t0.080\t\n",
"OGLE-BLG-RRLYR-06475\t0.662\t0.051\t0.779\t0.019\t1.671\t0.042\t6170\t100\t0.041\t0.087\t0.645\t0.098\t0.602\t0.028\t-0.882\t0.078\t\n",
"OGLE-BLG-RRLYR-06479\t0.718\t0.050\t0.731\t0.019\t1.621\t0.042\t6300\t100\t0.235\t0.087\t0.800\t0.098\t0.568\t0.028\t-0.643\t0.077\t\n",
"OGLE-BLG-RRLYR-06481\t0.685\t0.051\t0.781\t0.019\t1.710\t0.042\t6306\t99\t-0.025\t0.087\t0.557\t0.099\t0.575\t0.028\t-0.908\t0.078\t\n",
"OGLE-BLG-RRLYR-06482\t0.543\t0.051\t0.684\t0.019\t1.630\t0.042\t6710\t100\t0.238\t0.087\t0.715\t0.098\t0.472\t0.028\t-0.496\t0.078\t\n",
"OGLE-BLG-RRLYR-06489\t0.672\t0.050\t0.821\t0.019\t1.715\t0.042\t6030\t100\t-0.077\t0.087\t0.562\t0.098\t0.637\t0.028\t-1.060\t0.078\t\n",
"OGLE-BLG-RRLYR-06491\t0.672\t0.050\t0.736\t0.019\t1.591\t0.042\t6201\t99\t0.268\t0.087\t0.857\t0.098\t0.593\t0.028\t-0.653\t0.077\t\n",
"OGLE-BLG-RRLYR-06493\t0.654\t0.051\t0.771\t0.019\t1.566\t0.042\t5860\t100\t0.231\t0.087\t0.930\t0.098\t0.694\t0.028\t-0.832\t0.078\t\n",
"OGLE-BLG-RRLYR-06494\t0.553\t0.052\t0.674\t0.020\t1.569\t0.042\t6560\t100\t0.386\t0.088\t0.88\t0.10\t0.502\t0.028\t-0.399\t0.078\t\n",
"OGLE-BLG-RRLYR-06499\t0.685\t0.051\t0.744\t0.019\t1.630\t0.042\t6250\t100\t0.173\t0.088\t0.751\t0.099\t0.581\t0.028\t-0.727\t0.078\t\n",
"OGLE-BLG-RRLYR-06502\t0.567\t0.052\t0.698\t0.019\t1.648\t0.042\t6680\t99\t0.207\t0.087\t0.678\t0.099\t0.476\t0.028\t-0.530\t0.078\t\n",
"OGLE-BLG-RRLYR-06510\t0.564\t0.051\t0.684\t0.019\t1.582\t0.042\t6555\t99\t0.312\t0.087\t0.834\t0.098\t0.514\t0.028\t-0.484\t0.077\t\n",
"OGLE-BLG-RRLYR-06514\t0.577\t0.050\t0.687\t0.019\t1.601\t0.042\t6600\t100\t0.280\t0.087\t0.794\t0.099\t0.503\t0.028\t-0.500\t0.078\t\n",
"OGLE-BLG-RRLYR-06516\t0.672\t0.050\t0.759\t0.019\t1.600\t0.041\t6070\t100\t0.187\t0.087\t0.823\t0.098\t0.633\t0.028\t-0.782\t0.077\t\n",
"OGLE-BLG-RRLYR-06527\t0.770\t0.050\t0.750\t0.019\t1.646\t0.042\t6266\t99\t0.178\t0.087\t0.752\t0.098\t0.580\t0.028\t-0.727\t0.077\t\n",
"OGLE-BLG-RRLYR-06528\t0.661\t0.052\t0.711\t0.020\t1.669\t0.042\t6640\t100\t0.178\t0.088\t0.66\t0.10\t0.487\t0.028\t-0.579\t0.078\t\n",
"OGLE-BLG-RRLYR-06531\t0.577\t0.051\t0.737\t0.019\t1.746\t0.042\t6755\t99\t-0.037\t0.087\t0.439\t0.099\t0.466\t0.028\t-0.758\t0.078\t\n",
"OGLE-BLG-RRLYR-06533\t0.556\t0.051\t0.694\t0.019\t1.592\t0.042\t6500\t100\t0.293\t0.088\t0.821\t0.099\t0.523\t0.028\t-0.521\t0.079\t\n",
"OGLE-BLG-RRLYR-06535\t0.787\t0.050\t0.787\t0.019\t1.696\t0.042\t6191\t99\t0.033\t0.088\t0.61\t0.10\t0.592\t0.028\t-0.887\t0.077\t\n",
"OGLE-BLG-RRLYR-06541\t0.656\t0.050\t0.768\t0.019\t1.674\t0.042\t6260\t100\t0.039\t0.087\t0.630\t0.099\t0.584\t0.028\t-0.865\t0.078\t\n",
"OGLE-BLG-RRLYR-06545\t0.674\t0.050\t0.740\t0.019\t1.660\t0.042\t6417\t99\t0.117\t0.087\t0.672\t0.098\t0.549\t0.028\t-0.729\t0.077\t\n",
"OGLE-BLG-RRLYR-06548\t0.632\t0.051\t0.716\t0.019\t1.596\t0.042\t6350\t100\t0.277\t0.087\t0.827\t0.098\t0.556\t0.028\t-0.584\t0.078\t\n",
"OGLE-BLG-RRLYR-06553\t0.689\t0.051\t0.721\t0.019\t1.625\t0.042\t6428\t99\t0.221\t0.087\t0.770\t0.099\t0.547\t0.028\t-0.627\t0.078\t\n",
"OGLE-BLG-RRLYR-06561\t0.662\t0.050\t0.745\t0.019\t1.649\t0.042\t6339\t99\t0.174\t0.087\t0.710\t0.099\t0.551\t0.028\t-0.691\t0.077\t\n",
"OGLE-BLG-RRLYR-06564\t0.585\t0.050\t0.685\t0.019\t1.610\t0.042\t6646\t99\t0.274\t0.087\t0.781\t0.098\t0.493\t0.028\t-0.486\t0.077\t\n",
"OGLE-BLG-RRLYR-06579\t0.619\t0.051\t0.697\t0.019\t1.587\t0.042\t6466\t99\t0.298\t0.087\t0.850\t0.099\t0.537\t0.028\t-0.533\t0.078\t\n",
"OGLE-BLG-RRLYR-06582\t0.687\t0.050\t0.782\t0.019\t1.763\t0.042\t6477\t99\t-0.106\t0.087\t0.429\t0.098\t0.530\t0.028\t-0.930\t0.077\t\n",
"OGLE-BLG-RRLYR-06583\t0.666\t0.053\t0.730\t0.021\t1.599\t0.043\t6260\t100\t0.274\t0.090\t0.84\t0.10\t0.577\t0.029\t-0.624\t0.082\t\n",
"OGLE-BLG-RRLYR-06585\t0.693\t0.050\t0.753\t0.019\t1.646\t0.042\t6276\t99\t0.177\t0.087\t0.732\t0.098\t0.568\t0.028\t-0.709\t0.077\t\n",
"OGLE-BLG-RRLYR-06586\t0.704\t0.050\t0.804\t0.019\t1.810\t0.042\t6471\t99\t-0.223\t0.088\t0.306\t0.099\t0.527\t0.028\t-1.035\t0.078\t\n",
"OGLE-BLG-RRLYR-06593\t0.636\t0.051\t0.744\t0.020\t1.534\t0.042\t5970\t100\t0.323\t0.088\t0.985\t0.099\t0.662\t0.028\t-0.692\t0.079\t\n",
"OGLE-BLG-RRLYR-06607\t0.577\t0.050\t0.731\t0.019\t1.728\t0.041\t6740\t100\t0.008\t0.087\t0.486\t0.098\t0.471\t0.028\t-0.723\t0.077\t\n",
"OGLE-BLG-RRLYR-06611\t0.644\t0.050\t0.714\t0.019\t1.645\t0.042\t6553\t99\t0.188\t0.087\t0.709\t0.099\t0.515\t0.028\t-0.613\t0.077\t\n",
"OGLE-BLG-RRLYR-06614\t0.556\t0.050\t0.676\t0.019\t1.649\t0.041\t6851\t99\t0.217\t0.087\t0.670\t0.098\t0.445\t0.028\t-0.472\t0.077\t\n",
"OGLE-BLG-RRLYR-06615\t0.626\t0.053\t0.736\t0.019\t1.651\t0.042\t6420\t99\t0.135\t0.088\t0.685\t0.099\t0.547\t0.028\t-0.709\t0.079\t\n",
"OGLE-BLG-RRLYR-06620\t0.542\t0.051\t0.707\t0.019\t1.706\t0.042\t6830\t100\t0.070\t0.087\t0.526\t0.099\t0.448\t0.028\t-0.625\t0.078\t\n",
"OGLE-BLG-RRLYR-06623\t0.632\t0.053\t0.717\t0.020\t1.671\t0.042\t6600\t100\t0.143\t0.088\t0.643\t0.099\t0.498\t0.028\t-0.631\t0.079\t\n",
"OGLE-BLG-RRLYR-06626\t0.619\t0.053\t0.710\t0.019\t1.683\t0.042\t6740\t100\t0.135\t0.088\t0.614\t0.099\t0.475\t0.028\t-0.596\t0.079\t\n",
"OGLE-BLG-RRLYR-06629\t0.615\t0.051\t0.706\t0.019\t1.609\t0.042\t6484\t99\t0.242\t0.087\t0.783\t0.099\t0.533\t0.028\t-0.581\t0.077\t\n",
"OGLE-BLG-RRLYR-06630\t0.664\t0.050\t0.740\t0.019\t1.595\t0.041\t6170\t100\t0.239\t0.087\t0.840\t0.098\t0.602\t0.028\t-0.695\t0.077\t\n",
"OGLE-BLG-RRLYR-06632\t0.564\t0.049\t0.676\t0.019\t1.623\t0.042\t6768\t99\t0.265\t0.087\t0.740\t0.098\t0.465\t0.028\t-0.454\t0.077\t\n",
"OGLE-BLG-RRLYR-06638\t0.648\t0.050\t0.788\t0.019\t1.789\t0.042\t6545\t99\t-0.166\t0.087\t0.358\t0.098\t0.517\t0.028\t-0.963\t0.077\t\n",
"OGLE-BLG-RRLYR-06641\t0.729\t0.051\t0.738\t0.020\t1.623\t0.042\t6270\t100\t0.243\t0.088\t0.823\t0.099\t0.574\t0.028\t-0.660\t0.079\t\n",
"OGLE-BLG-RRLYR-06643\t0.613\t0.050\t0.741\t0.019\t1.585\t0.042\t6140\t100\t0.226\t0.087\t0.847\t0.098\t0.615\t0.028\t-0.718\t0.078\t\n",
"OGLE-BLG-RRLYR-06649\t0.636\t0.050\t0.716\t0.019\t1.585\t0.042\t6300\t100\t0.286\t0.087\t0.863\t0.098\t0.573\t0.028\t-0.603\t0.077\t\n",
"OGLE-BLG-RRLYR-06652\t0.670\t0.051\t0.735\t0.019\t1.696\t0.042\t6580\t100\t0.072\t0.087\t0.582\t0.099\t0.507\t0.028\t-0.705\t0.078\t\n",
"OGLE-BLG-RRLYR-06654\t0.576\t0.050\t0.712\t0.019\t1.615\t0.042\t6456\t99\t0.229\t0.087\t0.756\t0.099\t0.531\t0.028\t-0.596\t0.077\t\n",
"OGLE-BLG-RRLYR-06655\t0.602\t0.051\t0.703\t0.019\t1.636\t0.042\t6590\t100\t0.230\t0.087\t0.728\t0.099\t0.499\t0.028\t-0.546\t0.077\t\n",
"OGLE-BLG-RRLYR-06668\t0.561\t0.050\t0.674\t0.019\t1.657\t0.042\t6910\t100\t0.220\t0.087\t0.655\t0.098\t0.431\t0.028\t-0.443\t0.077\t\n",
"OGLE-BLG-RRLYR-06669\t0.604\t0.053\t0.710\t0.019\t1.672\t0.042\t6690\t100\t0.136\t0.088\t0.629\t0.099\t0.485\t0.028\t-0.614\t0.079\t\n",
"OGLE-BLG-RRLYR-06671\t0.695\t0.049\t0.738\t0.019\t1.587\t0.042\t6151\t99\t0.266\t0.087\t0.874\t0.098\t0.609\t0.028\t-0.685\t0.077\t\n",
"OGLE-BLG-RRLYR-06674\t0.571\t0.053\t0.702\t0.020\t1.658\t0.042\t6670\t100\t0.170\t0.088\t0.661\t0.099\t0.481\t0.028\t-0.574\t0.079\t\n",
"OGLE-BLG-RRLYR-06680\t0.695\t0.051\t0.808\t0.019\t1.781\t0.042\t6363\t99\t-0.178\t0.087\t0.390\t0.099\t0.560\t0.028\t-1.043\t0.078\t\n",
"OGLE-BLG-RRLYR-06683\t0.678\t0.050\t0.760\t0.019\t1.545\t0.042\t5881\t99\t0.301\t0.087\t0.992\t0.099\t0.689\t0.028\t-0.755\t0.078\t\n",
"OGLE-BLG-RRLYR-06685\t0.647\t0.050\t0.705\t0.019\t1.618\t0.042\t6510\t100\t0.293\t0.087\t0.813\t0.099\t0.517\t0.028\t-0.516\t0.078\t\n",
"OGLE-BLG-RRLYR-06692\t0.681\t0.055\t0.760\t0.021\t1.748\t0.044\t6540\t100\t-0.036\t0.091\t0.46\t0.10\t0.505\t0.028\t-0.821\t0.083\t\n",
"OGLE-BLG-RRLYR-06701\t0.768\t0.050\t0.796\t0.019\t1.752\t0.042\t6336\t99\t-0.029\t0.087\t0.505\t0.099\t0.549\t0.028\t-0.892\t0.078\t\n",
"OGLE-BLG-RRLYR-06706\t0.645\t0.051\t0.701\t0.019\t1.596\t0.042\t6460\t100\t0.281\t0.087\t0.830\t0.099\t0.539\t0.028\t-0.554\t0.078\t\n",
"OGLE-BLG-RRLYR-06710\t0.581\t0.050\t0.675\t0.019\t1.624\t0.042\t6770\t100\t0.268\t0.087\t0.710\t0.099\t0.438\t0.028\t-0.420\t0.078\t\n",
"OGLE-BLG-RRLYR-06719\t0.543\t0.051\t0.691\t0.019\t1.690\t0.042\t6880\t100\t0.130\t0.087\t0.575\t0.099\t0.432\t0.028\t-0.540\t0.078\t\n",
"OGLE-BLG-RRLYR-06722\t0.628\t0.050\t0.700\t0.019\t1.565\t0.042\t6368\t99\t0.351\t0.087\t0.920\t0.099\t0.561\t0.028\t-0.524\t0.077\t\n",
"OGLE-BLG-RRLYR-06727\t0.677\t0.051\t0.731\t0.019\t1.637\t0.042\t6390\t100\t0.206\t0.087\t0.742\t0.099\t0.545\t0.028\t-0.641\t0.078\t\n",
"OGLE-BLG-RRLYR-06730\t0.639\t0.050\t0.713\t0.019\t1.551\t0.042\t6190\t100\t0.354\t0.087\t0.948\t0.099\t0.595\t0.028\t-0.570\t0.078\t\n",
"OGLE-BLG-RRLYR-06733\t0.672\t0.052\t0.733\t0.019\t1.685\t0.042\t6540\t100\t0.102\t0.088\t0.60\t0.10\t0.511\t0.028\t-0.689\t0.079\t\n",
"OGLE-BLG-RRLYR-06743\t0.616\t0.050\t0.724\t0.019\t1.730\t0.042\t6799\t99\t0.024\t0.087\t0.488\t0.099\t0.458\t0.028\t-0.682\t0.077\t\n",
"OGLE-BLG-RRLYR-06748\t0.577\t0.050\t0.686\t0.019\t1.620\t0.042\t6673\t99\t0.262\t0.087\t0.758\t0.098\t0.485\t0.028\t-0.489\t0.077\t\n",
"OGLE-BLG-RRLYR-06750\t0.612\t0.052\t0.715\t0.019\t1.619\t0.042\t6440\t100\t0.222\t0.088\t0.762\t0.099\t0.538\t0.028\t-0.614\t0.079\t\n",
"OGLE-BLG-RRLYR-06756\t0.576\t0.051\t0.685\t0.019\t1.618\t0.042\t6656\t99\t0.271\t0.087\t0.756\t0.099\t0.484\t0.028\t-0.483\t0.078\t\n",
"OGLE-BLG-RRLYR-06761\t0.550\t0.050\t0.697\t0.019\t1.611\t0.042\t6561\t99\t0.236\t0.087\t0.759\t0.098\t0.512\t0.028\t-0.551\t0.077\t\n",
"OGLE-BLG-RRLYR-06764\t0.686\t0.051\t0.780\t0.019\t1.634\t0.042\t6030\t100\t0.115\t0.087\t0.759\t0.098\t0.643\t0.028\t-0.872\t0.079\t\n",
"OGLE-BLG-RRLYR-06767\t0.569\t0.051\t0.661\t0.019\t1.527\t0.042\t6480\t100\t0.465\t0.087\t0.991\t0.099\t0.526\t0.028\t-0.353\t0.078\t\n",
"OGLE-BLG-RRLYR-06779\t0.695\t0.051\t0.816\t0.019\t1.672\t0.042\t5930\t100\t0.017\t0.087\t0.683\t0.098\t0.663\t0.028\t-1.005\t0.078\t\n",
"OGLE-BLG-RRLYR-06800\t0.679\t0.050\t0.733\t0.019\t1.654\t0.042\t6437\t99\t0.150\t0.087\t0.708\t0.099\t0.545\t0.028\t-0.698\t0.077\t\n",
"OGLE-BLG-RRLYR-06811\t0.724\t0.051\t0.757\t0.019\t1.637\t0.042\t6200\t100\t0.153\t0.087\t0.757\t0.098\t0.601\t0.028\t-0.781\t0.078\t\n",
"OGLE-BLG-RRLYR-06812\t0.605\t0.051\t0.734\t0.019\t1.711\t0.042\t6638\t99\t0.043\t0.087\t0.539\t0.099\t0.488\t0.028\t-0.716\t0.078\t\n",
"OGLE-BLG-RRLYR-06816\t0.726\t0.054\t0.751\t0.020\t1.654\t0.043\t6280\t100\t0.141\t0.089\t0.70\t0.10\t0.572\t0.029\t-0.748\t0.080\t\n",
"OGLE-BLG-RRLYR-06818\t0.609\t0.051\t0.682\t0.019\t1.599\t0.042\t6610\t100\t0.343\t0.087\t0.820\t0.099\t0.491\t0.028\t-0.423\t0.078\t\n",
"OGLE-BLG-RRLYR-06820\t0.700\t0.052\t0.787\t0.019\t1.618\t0.042\t5950\t100\t0.134\t0.088\t0.79\t0.10\t0.662\t0.028\t-0.883\t0.079\t\n",
"OGLE-BLG-RRLYR-06833\t0.583\t0.054\t0.694\t0.020\t1.662\t0.043\t6770\t100\t0.180\t0.089\t0.65\t0.10\t0.466\t0.028\t-0.540\t0.080\t\n",
"OGLE-BLG-RRLYR-06835\t0.574\t0.051\t0.778\t0.019\t1.800\t0.042\t6663\t99\t-0.183\t0.087\t0.317\t0.099\t0.490\t0.028\t-0.933\t0.078\t\n",
"OGLE-BLG-RRLYR-06837\t0.530\t0.050\t0.685\t0.019\t1.552\t0.042\t6420\t100\t0.364\t0.087\t0.906\t0.098\t0.542\t0.028\t-0.480\t0.078\t\n",
"OGLE-BLG-RRLYR-06838\t0.607\t0.053\t0.740\t0.020\t1.723\t0.043\t6630\t100\t0.003\t0.088\t0.49\t0.10\t0.489\t0.029\t-0.752\t0.080\t\n",
"OGLE-BLG-RRLYR-06840\t0.721\t0.050\t0.768\t0.019\t1.644\t0.042\t6160\t100\t0.141\t0.087\t0.736\t0.099\t0.602\t0.028\t-0.783\t0.078\t\n",
"OGLE-BLG-RRLYR-06848\t0.651\t0.053\t0.722\t0.019\t1.692\t0.042\t6674\t99\t0.099\t0.088\t0.587\t0.099\t0.486\t0.028\t-0.649\t0.079\t\n",
"OGLE-BLG-RRLYR-06853\t0.655\t0.050\t0.707\t0.019\t1.572\t0.042\t6320\t100\t0.346\t0.087\t0.906\t0.098\t0.563\t0.028\t-0.532\t0.077\t\n",
"OGLE-BLG-RRLYR-06857\t0.642\t0.050\t0.737\t0.019\t1.659\t0.042\t6430\t100\t0.172\t0.088\t0.68\t0.10\t0.522\t0.028\t-0.650\t0.077\t\n",
"OGLE-BLG-RRLYR-06864\t0.677\t0.052\t0.782\t0.020\t1.584\t0.042\t5870\t100\t0.192\t0.087\t0.882\t0.099\t0.686\t0.028\t-0.859\t0.079\t\n",
"OGLE-BLG-RRLYR-06870\t0.656\t0.051\t0.718\t0.019\t1.624\t0.042\t6442\t99\t0.215\t0.087\t0.760\t0.099\t0.542\t0.028\t-0.624\t0.078\t\n",
"OGLE-BLG-RRLYR-06875\t0.627\t0.051\t0.712\t0.019\t1.575\t0.042\t6270\t100\t0.296\t0.087\t0.878\t0.098\t0.577\t0.028\t-0.594\t0.077\t\n",
"OGLE-BLG-RRLYR-06879\t0.672\t0.051\t0.754\t0.019\t1.552\t0.042\t5940\t100\t0.279\t0.087\t0.953\t0.098\t0.669\t0.028\t-0.741\t0.078\t\n",
"OGLE-BLG-RRLYR-06881\t0.607\t0.052\t0.705\t0.020\t1.632\t0.042\t6560\t100\t0.247\t0.087\t0.738\t0.099\t0.501\t0.028\t-0.536\t0.078\t\n",
"OGLE-BLG-RRLYR-06882\t0.543\t0.051\t0.677\t0.019\t1.622\t0.042\t6739\t99\t0.275\t0.087\t0.743\t0.099\t0.465\t0.028\t-0.445\t0.078\t\n",
"OGLE-BLG-RRLYR-06896\t0.640\t0.050\t0.737\t0.019\t1.656\t0.043\t6420\t100\t0.181\t0.088\t0.69\t0.10\t0.527\t0.028\t-0.649\t0.077\t\n",
"OGLE-BLG-RRLYR-06899\t0.691\t0.049\t0.840\t0.019\t1.723\t0.042\t5930\t100\t-0.109\t0.087\t0.554\t0.099\t0.661\t0.028\t-1.130\t0.077\t\n",
"OGLE-BLG-RRLYR-06902\t0.711\t0.050\t0.817\t0.019\t1.764\t0.042\t6230\t100\t-0.158\t0.087\t0.431\t0.099\t0.588\t0.028\t-1.068\t0.078\t\n",
"OGLE-BLG-RRLYR-06911\t0.589\t0.050\t0.718\t0.019\t1.581\t0.042\t6270\t100\t0.268\t0.087\t0.853\t0.098\t0.578\t0.028\t-0.624\t0.078\t\n",
"OGLE-BLG-RRLYR-06915\t0.612\t0.052\t0.721\t0.021\t1.634\t0.043\t6420\t100\t0.211\t0.089\t0.74\t0.10\t0.533\t0.028\t-0.625\t0.080\t\n",
"OGLE-BLG-RRLYR-06927\t0.624\t0.065\t0.739\t0.022\t1.700\t0.046\t6570\t100\t0.044\t0.096\t0.56\t0.11\t0.512\t0.029\t-0.749\t0.090\t\n",
"OGLE-BLG-RRLYR-06936\t0.686\t0.050\t0.716\t0.019\t1.641\t0.042\t6519\t99\t0.201\t0.087\t0.735\t0.098\t0.525\t0.028\t-0.615\t0.077\t\n",
"OGLE-BLG-RRLYR-06938\t0.708\t0.051\t0.837\t0.019\t1.738\t0.042\t6020\t100\t-0.126\t0.088\t0.507\t0.099\t0.636\t0.028\t-1.108\t0.079\t\n",
"OGLE-BLG-RRLYR-06939\t0.546\t0.050\t0.699\t0.019\t1.543\t0.042\t6309\t99\t0.369\t0.087\t0.931\t0.099\t0.564\t0.028\t-0.517\t0.077\t\n",
"OGLE-BLG-RRLYR-06944\t0.675\t0.056\t0.720\t0.020\t1.635\t0.043\t6470\t100\t0.201\t0.089\t0.74\t0.10\t0.536\t0.028\t-0.629\t0.081\t\n",
"OGLE-BLG-RRLYR-06951\t0.571\t0.051\t0.695\t0.019\t1.666\t0.042\t6769\t99\t0.160\t0.088\t0.631\t0.099\t0.462\t0.028\t-0.556\t0.078\t\n",
"OGLE-BLG-RRLYR-06953\t0.637\t0.050\t0.691\t0.019\t1.564\t0.042\t6410\t100\t0.377\t0.087\t0.926\t0.099\t0.546\t0.028\t-0.474\t0.077\t\n",
"OGLE-BLG-RRLYR-06958\t0.553\t0.052\t0.727\t0.020\t1.745\t0.042\t6820\t100\t-0.024\t0.088\t0.43\t0.10\t0.450\t0.029\t-0.721\t0.081\t\n",
"OGLE-BLG-RRLYR-06960\t0.627\t0.050\t0.716\t0.019\t1.582\t0.042\t6290\t100\t0.282\t0.087\t0.858\t0.098\t0.575\t0.028\t-0.610\t0.077\t\n",
"OGLE-BLG-RRLYR-06961\t0.666\t0.050\t0.729\t0.019\t1.627\t0.042\t6360\t100\t0.230\t0.087\t0.765\t0.099\t0.548\t0.028\t-0.623\t0.078\t\n",
"OGLE-BLG-RRLYR-06984\t0.699\t0.050\t0.770\t0.019\t1.603\t0.042\t6000\t100\t0.199\t0.087\t0.852\t0.099\t0.658\t0.028\t-0.811\t0.078\t\n",
"OGLE-BLG-RRLYR-06987\t0.654\t0.054\t0.750\t0.020\t1.650\t0.042\t6300\t100\t0.119\t0.088\t0.699\t0.099\t0.576\t0.028\t-0.764\t0.080\t\n",
"OGLE-BLG-RRLYR-06989\t0.684\t0.051\t0.761\t0.019\t1.626\t0.042\t6140\t100\t0.156\t0.087\t0.764\t0.098\t0.609\t0.028\t-0.783\t0.077\t\n",
"OGLE-BLG-RRLYR-06990\t0.672\t0.050\t0.736\t0.019\t1.635\t0.042\t6349\t99\t0.218\t0.087\t0.754\t0.099\t0.549\t0.028\t-0.642\t0.077\t\n",
"OGLE-BLG-RRLYR-06992\t0.536\t0.051\t0.714\t0.019\t1.732\t0.042\t6870\t100\t0.017\t0.088\t0.468\t0.099\t0.439\t0.028\t-0.663\t0.078\t\n",
"OGLE-BLG-RRLYR-06993\t0.675\t0.050\t0.745\t0.019\t1.609\t0.042\t6178\t99\t0.201\t0.087\t0.805\t0.098\t0.601\t0.028\t-0.731\t0.077\t\n",
"OGLE-BLG-RRLYR-07006\t0.635\t0.050\t0.732\t0.019\t1.655\t0.042\t6440\t100\t0.190\t0.088\t0.69\t0.10\t0.523\t0.028\t-0.636\t0.078\t\n",
"OGLE-BLG-RRLYR-07010\t0.575\t0.051\t0.666\t0.019\t1.532\t0.042\t6479\t99\t0.454\t0.087\t0.979\t0.099\t0.526\t0.028\t-0.364\t0.077\t\n",
"OGLE-BLG-RRLYR-07014\t0.719\t0.050\t0.787\t0.019\t1.655\t0.042\t6076\t99\t0.099\t0.087\t0.719\t0.098\t0.624\t0.028\t-0.863\t0.077\t\n",
"OGLE-BLG-RRLYR-07016\t0.578\t0.050\t0.677\t0.019\t1.594\t0.042\t6644\t99\t0.309\t0.087\t0.813\t0.098\t0.494\t0.028\t-0.454\t0.077\t\n",
"OGLE-BLG-RRLYR-07020\t0.665\t0.051\t0.713\t0.019\t1.646\t0.042\t6570\t99\t0.192\t0.087\t0.711\t0.099\t0.513\t0.028\t-0.602\t0.077\t\n",
"OGLE-BLG-RRLYR-07021\t0.687\t0.052\t0.729\t0.020\t1.610\t0.042\t6290\t100\t0.228\t0.088\t0.79\t0.10\t0.575\t0.028\t-0.663\t0.080\t\n",
"OGLE-BLG-RRLYR-07036\t0.577\t0.053\t0.690\t0.020\t1.643\t0.042\t6730\t100\t0.208\t0.088\t0.69\t0.10\t0.474\t0.028\t-0.523\t0.079\t\n",
"OGLE-BLG-RRLYR-07038\t0.588\t0.053\t0.722\t0.020\t1.737\t0.042\t6810\t100\t0.011\t0.089\t0.46\t0.10\t0.448\t0.028\t-0.681\t0.080\t\n",
"OGLE-BLG-RRLYR-07043\t0.643\t0.050\t0.750\t0.019\t1.565\t0.042\t6030\t100\t0.260\t0.087\t0.904\t0.099\t0.644\t0.028\t-0.731\t0.078\t\n",
"OGLE-BLG-RRLYR-07045\t0.655\t0.050\t0.736\t0.019\t1.642\t0.042\t6375\t99\t0.205\t0.087\t0.732\t0.099\t0.542\t0.028\t-0.645\t0.077\t\n",
"OGLE-BLG-RRLYR-07051\t0.548\t0.050\t0.825\t0.019\t1.656\t0.042\t5820\t100\t0.030\t0.088\t0.71\t0.10\t0.679\t0.029\t-1.011\t0.078\t\n",
"OGLE-BLG-RRLYR-07056\t0.584\t0.050\t0.716\t0.019\t1.601\t0.043\t6380\t100\t0.279\t0.089\t0.80\t0.10\t0.542\t0.028\t-0.577\t0.078\t\n",
"OGLE-BLG-RRLYR-07059\t0.605\t0.051\t0.696\t0.019\t1.627\t0.042\t6610\t100\t0.244\t0.087\t0.733\t0.099\t0.491\t0.028\t-0.521\t0.078\t\n",
"OGLE-BLG-RRLYR-07068\t0.618\t0.051\t0.694\t0.019\t1.580\t0.042\t6453\t99\t0.321\t0.087\t0.868\t0.098\t0.538\t0.028\t-0.511\t0.077\t\n",
"OGLE-BLG-RRLYR-07073\t0.666\t0.051\t0.715\t0.019\t1.582\t0.042\t6290\t100\t0.299\t0.087\t0.881\t0.098\t0.577\t0.028\t-0.600\t0.078\t\n",
"OGLE-BLG-RRLYR-07079\t0.737\t0.050\t0.746\t0.019\t1.629\t0.042\t6245\t99\t0.181\t0.087\t0.774\t0.099\t0.591\t0.028\t-0.734\t0.078\t\n",
"OGLE-BLG-RRLYR-07081\t0.554\t0.051\t0.681\t0.019\t1.563\t0.042\t6479\t99\t0.355\t0.087\t0.897\t0.098\t0.530\t0.028\t-0.464\t0.077\t\n",
"OGLE-BLG-RRLYR-07082\t0.745\t0.050\t0.789\t0.019\t1.732\t0.042\t6299\t99\t-0.051\t0.088\t0.509\t0.099\t0.569\t0.028\t-0.932\t0.078\t\n",
"OGLE-BLG-RRLYR-07090\t0.770\t0.050\t0.809\t0.019\t1.702\t0.042\t6057\t99\t-0.024\t0.087\t0.617\t0.098\t0.636\t0.028\t-1.007\t0.077\t\n",
"OGLE-BLG-RRLYR-07093\t0.578\t0.049\t0.696\t0.019\t1.656\t0.042\t6740\t100\t0.193\t0.087\t0.670\t0.099\t0.472\t0.028\t-0.533\t0.077\t\n",
"OGLE-BLG-RRLYR-07097\t0.573\t0.054\t0.677\t0.020\t1.603\t0.043\t6660\t100\t0.294\t0.089\t0.79\t0.10\t0.486\t0.029\t-0.468\t0.081\t\n",
"OGLE-BLG-RRLYR-07104\t0.692\t0.050\t0.731\t0.019\t1.674\t0.042\t6530\t100\t0.103\t0.087\t0.640\t0.099\t0.523\t0.028\t-0.701\t0.078\t\n",
"OGLE-BLG-RRLYR-07121\t0.746\t0.052\t0.775\t0.019\t1.731\t0.042\t6427\t99\t-0.019\t0.087\t0.527\t0.099\t0.547\t0.028\t-0.865\t0.078\t\n",
"OGLE-BLG-RRLYR-07125\t0.740\t0.050\t0.735\t0.019\t1.633\t0.042\t6320\t100\t0.211\t0.087\t0.770\t0.099\t0.564\t0.028\t-0.664\t0.077\t\n",
"OGLE-BLG-RRLYR-07126\t0.644\t0.051\t0.750\t0.019\t1.740\t0.042\t6627\t99\t-0.023\t0.087\t0.467\t0.099\t0.491\t0.028\t-0.784\t0.077\t\n",
"OGLE-BLG-RRLYR-07130\t0.621\t0.050\t0.734\t0.019\t1.732\t0.042\t6730\t100\t0.013\t0.087\t0.495\t0.098\t0.472\t0.028\t-0.719\t0.078\t\n",
"OGLE-BLG-RRLYR-07144\t0.537\t0.051\t0.682\t0.019\t1.597\t0.042\t6612\t99\t0.286\t0.087\t0.798\t0.099\t0.499\t0.028\t-0.479\t0.077\t\n",
"OGLE-BLG-RRLYR-07145\t0.569\t0.052\t0.693\t0.019\t1.632\t0.042\t6660\t100\t0.219\t0.088\t0.718\t0.099\t0.488\t0.028\t-0.536\t0.079\t\n",
"OGLE-BLG-RRLYR-07152\t0.685\t0.050\t0.740\t0.019\t1.646\t0.042\t6340\t100\t0.152\t0.087\t0.706\t0.099\t0.560\t0.028\t-0.714\t0.077\t\n",
"OGLE-BLG-RRLYR-07159\t0.693\t0.052\t0.740\t0.019\t1.619\t0.042\t6250\t100\t0.199\t0.088\t0.787\t0.099\t0.587\t0.028\t-0.712\t0.079\t\n",
"OGLE-BLG-RRLYR-07160\t0.698\t0.050\t0.777\t0.019\t1.699\t0.042\t6270\t100\t0.018\t0.087\t0.583\t0.099\t0.571\t0.028\t-0.871\t0.078\t\n",
"OGLE-BLG-RRLYR-07162\t0.622\t0.050\t0.741\t0.019\t1.582\t0.042\t6151\t99\t0.260\t0.087\t0.862\t0.099\t0.608\t0.028\t-0.688\t0.077\t\n",
"OGLE-BLG-RRLYR-07164\t0.599\t0.052\t0.741\t0.019\t1.770\t0.042\t6790\t100\t-0.078\t0.088\t0.379\t0.099\t0.451\t0.028\t-0.776\t0.079\t\n",
"OGLE-BLG-RRLYR-07165\t0.633\t0.050\t0.722\t0.019\t1.565\t0.041\t6200\t100\t0.322\t0.087\t0.914\t0.098\t0.594\t0.028\t-0.601\t0.077\t\n",
"OGLE-BLG-RRLYR-07168\t0.660\t0.050\t0.757\t0.019\t1.615\t0.042\t6151\t99\t0.197\t0.087\t0.799\t0.099\t0.606\t0.028\t-0.739\t0.077\t\n",
"OGLE-BLG-RRLYR-07170\t0.659\t0.050\t0.716\t0.019\t1.646\t0.042\t6530\t100\t0.237\t0.087\t0.719\t0.099\t0.499\t0.028\t-0.549\t0.078\t\n",
"OGLE-BLG-RRLYR-07177\t0.657\t0.050\t0.719\t0.019\t1.682\t0.042\t6648\t99\t0.116\t0.087\t0.613\t0.098\t0.492\t0.028\t-0.642\t0.077\t\n",
"OGLE-BLG-RRLYR-07179\t0.674\t0.052\t0.722\t0.019\t1.647\t0.042\t6491\t99\t0.184\t0.088\t0.715\t0.099\t0.529\t0.028\t-0.637\t0.078\t\n",
"OGLE-BLG-RRLYR-07183\t0.706\t0.052\t0.739\t0.019\t1.631\t0.042\t6310\t100\t0.183\t0.087\t0.763\t0.099\t0.576\t0.028\t-0.709\t0.078\t\n",
"OGLE-BLG-RRLYR-07191\t0.644\t0.050\t0.731\t0.019\t1.671\t0.042\t6500\t100\t0.159\t0.087\t0.656\t0.099\t0.510\t0.028\t-0.642\t0.078\t\n",
"OGLE-BLG-RRLYR-07193\t0.673\t0.050\t0.733\t0.019\t1.625\t0.042\t6328\t99\t0.223\t0.087\t0.773\t0.099\t0.559\t0.028\t-0.649\t0.078\t\n",
"OGLE-BLG-RRLYR-07197\t0.548\t0.050\t0.719\t0.019\t1.528\t0.042\t6110\t99\t0.366\t0.087\t0.985\t0.099\t0.626\t0.028\t-0.609\t0.077\t\n",
"OGLE-BLG-RRLYR-07200\t0.546\t0.050\t0.681\t0.019\t1.680\t0.042\t6920\t100\t0.150\t0.087\t0.578\t0.099\t0.422\t0.028\t-0.507\t0.077\t\n",
"OGLE-BLG-RRLYR-07204\t0.700\t0.050\t0.808\t0.019\t1.814\t0.042\t6450\t100\t-0.186\t0.087\t0.319\t0.099\t0.517\t0.029\t-0.995\t0.078\t\n",
"OGLE-BLG-RRLYR-07206\t0.667\t0.051\t0.731\t0.019\t1.602\t0.042\t6250\t100\t0.237\t0.087\t0.819\t0.099\t0.584\t0.028\t-0.671\t0.078\t\n",
"OGLE-BLG-RRLYR-07208\t0.546\t0.050\t0.654\t0.019\t1.523\t0.042\t6526\t99\t0.448\t0.087\t0.969\t0.098\t0.517\t0.028\t-0.352\t0.077\t\n",
"OGLE-BLG-RRLYR-07218\t0.612\t0.050\t0.733\t0.019\t1.648\t0.042\t6410\t100\t0.147\t0.087\t0.685\t0.099\t0.542\t0.028\t-0.695\t0.078\t\n",
"OGLE-BLG-RRLYR-07219\t0.677\t0.052\t0.763\t0.020\t1.623\t0.042\t6130\t100\t0.166\t0.089\t0.77\t0.10\t0.611\t0.029\t-0.776\t0.080\t\n",
"OGLE-BLG-RRLYR-07225\t0.627\t0.051\t0.718\t0.019\t1.679\t0.042\t6660\t100\t0.121\t0.087\t0.618\t0.098\t0.491\t0.028\t-0.638\t0.078\t\n",
"OGLE-BLG-RRLYR-07227\t0.615\t0.050\t0.720\t0.019\t1.564\t0.042\t6220\t100\t0.288\t0.088\t0.894\t0.099\t0.600\t0.028\t-0.632\t0.078\t\n",
"OGLE-BLG-RRLYR-07234\t0.663\t0.055\t0.732\t0.020\t1.583\t0.044\t6170\t100\t0.253\t0.091\t0.87\t0.10\t0.607\t0.028\t-0.685\t0.084\t\n",
"OGLE-BLG-RRLYR-07238\t0.685\t0.051\t0.742\t0.019\t1.637\t0.042\t6290\t100\t0.171\t0.087\t0.729\t0.099\t0.568\t0.028\t-0.709\t0.078\t\n",
"OGLE-BLG-RRLYR-07239\t0.621\t0.050\t0.697\t0.019\t1.601\t0.042\t6500\t100\t0.298\t0.087\t0.809\t0.099\t0.520\t0.028\t-0.512\t0.078\t\n",
"OGLE-BLG-RRLYR-07241\t0.625\t0.052\t0.758\t0.020\t1.758\t0.042\t6640\t100\t-0.076\t0.088\t0.398\t0.099\t0.475\t0.029\t-0.813\t0.079\t\n",
"OGLE-BLG-RRLYR-07255\t0.685\t0.050\t0.730\t0.019\t1.551\t0.041\t6070\t100\t0.315\t0.087\t0.957\t0.098\t0.633\t0.028\t-0.658\t0.077\t\n",
"OGLE-BLG-RRLYR-07261\t0.743\t0.050\t0.803\t0.019\t1.668\t0.041\t5980\t100\t0.038\t0.087\t0.692\t0.098\t0.652\t0.028\t-0.968\t0.077\t\n",
"OGLE-BLG-RRLYR-07273\t0.752\t0.052\t0.747\t0.019\t1.646\t0.042\t6290\t100\t0.166\t0.088\t0.742\t0.099\t0.578\t0.028\t-0.735\t0.079\t\n",
"OGLE-BLG-RRLYR-07277\t0.641\t0.050\t0.733\t0.019\t1.593\t0.042\t6230\t100\t0.271\t0.087\t0.846\t0.099\t0.584\t0.028\t-0.639\t0.078\t\n",
"OGLE-BLG-RRLYR-07283\t0.587\t0.051\t0.847\t0.019\t1.907\t0.042\t6510\t100\t-0.478\t0.088\t0.04\t0.10\t0.512\t0.029\t-1.267\t0.078\t\n",
"OGLE-BLG-RRLYR-07285\t0.651\t0.050\t0.796\t0.019\t1.690\t0.042\t6130\t100\t-0.017\t0.087\t0.598\t0.098\t0.613\t0.028\t-0.957\t0.078\t\n",
"OGLE-BLG-RRLYR-07290\t0.703\t0.050\t0.753\t0.019\t1.697\t0.042\t6439\t99\t0.069\t0.087\t0.596\t0.099\t0.534\t0.028\t-0.756\t0.077\t\n",
"OGLE-BLG-RRLYR-07294\t0.561\t0.052\t0.688\t0.020\t1.615\t0.042\t6630\t100\t0.282\t0.088\t0.769\t0.099\t0.489\t0.028\t-0.480\t0.078\t\n",
"OGLE-BLG-RRLYR-07295\t0.662\t0.050\t0.746\t0.019\t1.612\t0.042\t6200\t100\t0.207\t0.087\t0.797\t0.098\t0.593\t0.028\t-0.706\t0.077\t\n",
"OGLE-BLG-RRLYR-07304\t0.725\t0.051\t0.769\t0.019\t1.632\t0.042\t6100\t99\t0.144\t0.087\t0.769\t0.099\t0.624\t0.028\t-0.818\t0.078\t\n",
"OGLE-BLG-RRLYR-07306\t0.707\t0.060\t0.750\t0.021\t1.646\t0.044\t6280\t100\t0.126\t0.091\t0.71\t0.10\t0.582\t0.028\t-0.772\t0.084\t\n",
"OGLE-BLG-RRLYR-07308\t0.655\t0.050\t0.744\t0.019\t1.592\t0.042\t6150\t100\t0.227\t0.087\t0.836\t0.099\t0.609\t0.028\t-0.711\t0.077\t\n",
"OGLE-BLG-RRLYR-07318\t0.558\t0.051\t0.665\t0.019\t1.570\t0.042\t6638\t99\t0.368\t0.087\t0.867\t0.099\t0.493\t0.028\t-0.393\t0.077\t\n",
"OGLE-BLG-RRLYR-07319\t0.609\t0.060\t0.760\t0.022\t1.772\t0.043\t6680\t110\t-0.097\t0.092\t0.39\t0.10\t0.481\t0.031\t-0.844\t0.090\t\n",
"OGLE-BLG-RRLYR-07321\t0.671\t0.051\t0.795\t0.019\t1.790\t0.042\t6491\t99\t-0.169\t0.087\t0.370\t0.099\t0.532\t0.028\t-0.986\t0.078\t\n",
"OGLE-BLG-RRLYR-07323\t0.627\t0.053\t0.721\t0.020\t1.593\t0.042\t6290\t100\t0.250\t0.089\t0.81\t0.10\t0.572\t0.029\t-0.634\t0.081\t\n",
"OGLE-BLG-RRLYR-07330\t0.672\t0.050\t0.710\t0.019\t1.625\t0.042\t6503\t99\t0.240\t0.087\t0.774\t0.099\t0.529\t0.028\t-0.588\t0.078\t\n",
"OGLE-BLG-RRLYR-07332\t0.561\t0.051\t0.678\t0.019\t1.673\t0.042\t6910\t100\t0.174\t0.087\t0.611\t0.099\t0.427\t0.028\t-0.485\t0.078\t\n",
"OGLE-BLG-RRLYR-07335\t0.688\t0.051\t0.752\t0.019\t1.602\t0.042\t6100\t100\t0.200\t0.087\t0.823\t0.098\t0.621\t0.028\t-0.761\t0.078\t\n",
"OGLE-BLG-RRLYR-07336\t0.727\t0.051\t0.772\t0.020\t1.671\t0.043\t6200\t100\t0.109\t0.088\t0.68\t0.10\t0.585\t0.028\t-0.814\t0.078\t\n",
"OGLE-BLG-RRLYR-07341\t0.585\t0.050\t0.695\t0.019\t1.569\t0.042\t6400\t99\t0.341\t0.087\t0.886\t0.098\t0.546\t0.028\t-0.505\t0.077\t\n",
"OGLE-BLG-RRLYR-07342\t0.633\t0.050\t0.731\t0.019\t1.580\t0.042\t6201\t99\t0.282\t0.087\t0.868\t0.098\t0.593\t0.028\t-0.642\t0.077\t\n",
"OGLE-BLG-RRLYR-07345\t0.585\t0.051\t0.695\t0.019\t1.613\t0.042\t6580\t100\t0.253\t0.087\t0.771\t0.099\t0.508\t0.028\t-0.534\t0.077\t\n",
"OGLE-BLG-RRLYR-07349\t0.704\t0.050\t0.782\t0.019\t1.697\t0.042\t6217\t99\t-0.008\t0.087\t0.591\t0.098\t0.595\t0.028\t-0.922\t0.077\t\n",
"OGLE-BLG-RRLYR-07359\t0.612\t0.053\t0.703\t0.019\t1.622\t0.042\t6550\t100\t0.227\t0.088\t0.750\t0.099\t0.514\t0.028\t-0.568\t0.079\t\n",
"OGLE-BLG-RRLYR-07360\t0.639\t0.051\t0.734\t0.019\t1.580\t0.042\t6170\t100\t0.263\t0.087\t0.863\t0.098\t0.603\t0.028\t-0.666\t0.078\t\n",
"OGLE-BLG-RRLYR-07367\t0.647\t0.052\t0.719\t0.019\t1.637\t0.042\t6470\t100\t0.213\t0.087\t0.726\t0.099\t0.524\t0.028\t-0.606\t0.078\t\n",
"OGLE-BLG-RRLYR-07369\t0.587\t0.051\t0.726\t0.020\t1.524\t0.043\t6043\t99\t0.354\t0.089\t0.99\t0.10\t0.640\t0.028\t-0.644\t0.079\t\n",
"OGLE-BLG-RRLYR-07373\t0.558\t0.052\t0.690\t0.020\t1.655\t0.042\t6750\t100\t0.196\t0.088\t0.660\t0.099\t0.460\t0.028\t-0.512\t0.078\t\n",
"OGLE-BLG-RRLYR-07379\t0.669\t0.050\t0.717\t0.019\t1.609\t0.042\t6370\t100\t0.262\t0.087\t0.818\t0.098\t0.555\t0.028\t-0.608\t0.078\t\n",
"OGLE-BLG-RRLYR-07381\t0.706\t0.051\t0.705\t0.020\t1.607\t0.042\t6450\t100\t0.316\t0.087\t0.839\t0.099\t0.533\t0.028\t-0.517\t0.079\t\n",
"OGLE-BLG-RRLYR-07386\t0.681\t0.051\t0.729\t0.019\t1.627\t0.042\t6350\t100\t0.215\t0.088\t0.76\t0.10\t0.557\t0.028\t-0.651\t0.078\t\n",
"OGLE-BLG-RRLYR-07387\t0.708\t0.050\t0.800\t0.019\t1.779\t0.042\t6390\t100\t-0.154\t0.088\t0.38\t0.10\t0.544\t0.028\t-0.994\t0.078\t\n",
"OGLE-BLG-RRLYR-07397\t0.566\t0.052\t0.695\t0.019\t1.604\t0.042\t6530\t100\t0.277\t0.087\t0.790\t0.098\t0.513\t0.028\t-0.518\t0.078\t\n",
"OGLE-BLG-RRLYR-07398\t0.597\t0.051\t0.750\t0.019\t1.769\t0.042\t6740\t100\t-0.092\t0.088\t0.383\t0.099\t0.469\t0.028\t-0.811\t0.078\t\n",
"OGLE-BLG-RRLYR-07401\t0.568\t0.051\t0.690\t0.019\t1.651\t0.042\t6750\t100\t0.195\t0.087\t0.672\t0.098\t0.467\t0.028\t-0.527\t0.078\t\n",
"OGLE-BLG-RRLYR-07408\t0.694\t0.052\t0.756\t0.020\t1.577\t0.042\t6000\t110\t0.231\t0.087\t0.880\t0.099\t0.650\t0.030\t-0.768\t0.079\t\n",
"OGLE-BLG-RRLYR-07414\t0.624\t0.052\t0.793\t0.020\t1.629\t0.042\t5950\t100\t0.106\t0.087\t0.777\t0.098\t0.665\t0.029\t-0.918\t0.079\t\n",
"OGLE-BLG-RRLYR-07426\t0.627\t0.053\t0.706\t0.020\t1.593\t0.043\t6410\t100\t0.288\t0.089\t0.84\t0.10\t0.547\t0.028\t-0.564\t0.081\t\n",
"OGLE-BLG-RRLYR-07430\t0.758\t0.050\t0.764\t0.019\t1.631\t0.042\t6111\t99\t0.160\t0.087\t0.779\t0.098\t0.620\t0.028\t-0.802\t0.078\t\n",
"OGLE-BLG-RRLYR-07435\t0.725\t0.050\t0.741\t0.019\t1.642\t0.042\t6320\t100\t0.189\t0.087\t0.749\t0.098\t0.566\t0.028\t-0.692\t0.077\t\n",
"OGLE-BLG-RRLYR-07436\t0.669\t0.051\t0.751\t0.019\t1.718\t0.042\t6540\t100\t0.038\t0.087\t0.534\t0.099\t0.505\t0.028\t-0.747\t0.078\t\n",
"OGLE-BLG-RRLYR-07452\t0.630\t0.050\t0.699\t0.019\t1.597\t0.042\t6470\t100\t0.299\t0.087\t0.822\t0.099\t0.527\t0.028\t-0.523\t0.078\t\n",
"OGLE-BLG-RRLYR-07458\t0.685\t0.050\t0.727\t0.019\t1.617\t0.042\t6330\t100\t0.231\t0.087\t0.792\t0.099\t0.564\t0.028\t-0.645\t0.077\t\n",
"OGLE-BLG-RRLYR-07461\t0.677\t0.050\t0.767\t0.019\t1.720\t0.042\t6426\t99\t0.038\t0.087\t0.552\t0.099\t0.527\t0.028\t-0.787\t0.077\t\n",
"OGLE-BLG-RRLYR-07465\t0.690\t0.050\t0.766\t0.019\t1.568\t0.042\t5910\t99\t0.265\t0.087\t0.950\t0.099\t0.686\t0.028\t-0.790\t0.078\t\n",
"OGLE-BLG-RRLYR-07472\t0.633\t0.050\t0.760\t0.019\t1.583\t0.042\t6010\t100\t0.202\t0.087\t0.856\t0.098\t0.649\t0.028\t-0.795\t0.078\t\n",
"OGLE-BLG-RRLYR-07474\t0.566\t0.052\t0.783\t0.020\t1.848\t0.042\t6770\t100\t-0.281\t0.088\t0.191\t0.099\t0.458\t0.028\t-0.982\t0.081\t\n",
"OGLE-BLG-RRLYR-07479\t0.561\t0.051\t0.682\t0.019\t1.636\t0.042\t6764\t99\t0.231\t0.087\t0.703\t0.099\t0.464\t0.028\t-0.486\t0.077\t\n",
"OGLE-BLG-RRLYR-07480\t0.626\t0.050\t0.706\t0.019\t1.597\t0.042\t6437\t99\t0.305\t0.087\t0.837\t0.099\t0.536\t0.028\t-0.532\t0.077\t\n",
"OGLE-BLG-RRLYR-07481\t0.694\t0.051\t0.733\t0.019\t1.681\t0.042\t6550\t100\t0.158\t0.088\t0.656\t0.099\t0.507\t0.028\t-0.631\t0.078\t\n",
"OGLE-BLG-RRLYR-07488\t0.656\t0.051\t0.821\t0.019\t1.615\t0.042\t5720\t100\t0.118\t0.087\t0.845\t0.099\t0.717\t0.028\t-0.980\t0.079\t\n",
"OGLE-BLG-RRLYR-07490\t0.586\t0.050\t0.734\t0.019\t1.654\t0.042\t6470\t100\t0.140\t0.088\t0.65\t0.10\t0.514\t0.028\t-0.660\t0.077\t\n",
"OGLE-BLG-RRLYR-07492\t0.750\t0.050\t0.751\t0.019\t1.620\t0.042\t6161\t99\t0.183\t0.087\t0.797\t0.098\t0.610\t0.028\t-0.764\t0.077\t\n",
"OGLE-BLG-RRLYR-07494\t0.628\t0.051\t0.702\t0.019\t1.644\t0.042\t6630\t100\t0.244\t0.087\t0.724\t0.099\t0.486\t0.028\t-0.513\t0.078\t\n",
"OGLE-BLG-RRLYR-07498\t0.545\t0.049\t0.664\t0.019\t1.617\t0.042\t6810\t100\t0.275\t0.087\t0.736\t0.098\t0.448\t0.028\t-0.418\t0.077\t\n",
"OGLE-BLG-RRLYR-07499\t0.637\t0.060\t0.707\t0.021\t1.619\t0.045\t6500\t100\t0.238\t0.092\t0.77\t0.10\t0.527\t0.029\t-0.578\t0.086\t\n",
"OGLE-BLG-RRLYR-07503\t0.646\t0.052\t0.731\t0.019\t1.614\t0.042\t6310\t100\t0.209\t0.088\t0.777\t0.099\t0.571\t0.028\t-0.673\t0.079\t\n",
"OGLE-BLG-RRLYR-07504\t0.683\t0.050\t0.739\t0.019\t1.620\t0.042\t6270\t99\t0.221\t0.087\t0.779\t0.099\t0.570\t0.028\t-0.667\t0.078\t\n",
"OGLE-BLG-RRLYR-07507\t0.772\t0.050\t0.743\t0.019\t1.642\t0.042\t6310\t100\t0.179\t0.087\t0.763\t0.099\t0.577\t0.028\t-0.721\t0.078\t\n",
"OGLE-BLG-RRLYR-07515\t0.732\t0.052\t0.810\t0.019\t1.655\t0.042\t5900\t100\t0.057\t0.087\t0.729\t0.099\t0.672\t0.028\t-0.975\t0.078\t\n",
"OGLE-BLG-RRLYR-07516\t0.594\t0.050\t0.776\t0.019\t1.676\t0.042\t6230\t100\t0.032\t0.088\t0.61\t0.10\t0.582\t0.029\t-0.871\t0.077\t\n",
"OGLE-BLG-RRLYR-07519\t0.642\t0.050\t0.745\t0.019\t1.673\t0.042\t6418\t99\t0.132\t0.087\t0.650\t0.099\t0.531\t0.028\t-0.703\t0.077\t\n",
"OGLE-BLG-RRLYR-07524\t0.646\t0.050\t0.756\t0.019\t1.555\t0.042\t5940\t100\t0.268\t0.087\t0.937\t0.098\t0.667\t0.028\t-0.759\t0.078\t\n",
"OGLE-BLG-RRLYR-07526\t0.709\t0.050\t0.767\t0.019\t1.709\t0.042\t6380\t99\t0.044\t0.087\t0.570\t0.099\t0.540\t0.028\t-0.801\t0.077\t\n",
"OGLE-BLG-RRLYR-07528\t0.572\t0.050\t0.750\t0.019\t1.743\t0.042\t6663\t99\t-0.046\t0.087\t0.448\t0.098\t0.490\t0.028\t-0.800\t0.077\t\n",
"OGLE-BLG-RRLYR-07529\t0.622\t0.050\t0.733\t0.019\t1.556\t0.042\t6100\t100\t0.287\t0.087\t0.921\t0.098\t0.627\t0.028\t-0.674\t0.077\t\n",
"OGLE-BLG-RRLYR-07532\t0.641\t0.051\t0.779\t0.019\t1.638\t0.042\t6080\t100\t0.101\t0.087\t0.734\t0.098\t0.630\t0.028\t-0.871\t0.078\t\n",
"OGLE-BLG-RRLYR-07534\t0.594\t0.050\t0.730\t0.019\t1.606\t0.042\t6320\t100\t0.231\t0.088\t0.78\t0.10\t0.556\t0.028\t-0.634\t0.077\t\n",
"OGLE-BLG-RRLYR-07545\t0.591\t0.051\t0.702\t0.019\t1.579\t0.042\t6400\t100\t0.288\t0.087\t0.853\t0.099\t0.552\t0.028\t-0.566\t0.078\t\n",
"OGLE-BLG-RRLYR-07550\t0.625\t0.051\t0.695\t0.019\t1.575\t0.042\t6430\t100\t0.327\t0.087\t0.881\t0.099\t0.545\t0.028\t-0.518\t0.077\t\n",
"OGLE-BLG-RRLYR-07551\t0.649\t0.050\t0.751\t0.019\t1.544\t0.042\t5950\t100\t0.295\t0.087\t0.963\t0.098\t0.666\t0.028\t-0.729\t0.078\t\n",
"OGLE-BLG-RRLYR-07555\t0.756\t0.050\t0.765\t0.019\t1.562\t0.042\t5919\t99\t0.320\t0.087\t0.984\t0.098\t0.667\t0.028\t-0.720\t0.077\t\n",
"OGLE-BLG-RRLYR-07561\t0.672\t0.052\t0.721\t0.019\t1.572\t0.042\t6210\t100\t0.294\t0.088\t0.899\t0.099\t0.599\t0.028\t-0.635\t0.079\t\n",
"OGLE-BLG-RRLYR-07562\t0.656\t0.050\t0.739\t0.019\t1.597\t0.042\t6209\t99\t0.247\t0.087\t0.832\t0.098\t0.591\t0.028\t-0.668\t0.077\t\n",
"OGLE-BLG-RRLYR-07566\t0.708\t0.051\t0.782\t0.019\t1.768\t0.042\t6472\t99\t-0.106\t0.088\t0.411\t0.099\t0.524\t0.028\t-0.918\t0.078\t\n",
"OGLE-BLG-RRLYR-07567\t0.584\t0.051\t0.713\t0.019\t1.622\t0.042\t6470\t100\t0.236\t0.087\t0.747\t0.099\t0.523\t0.028\t-0.581\t0.078\t\n",
"OGLE-BLG-RRLYR-07568\t0.550\t0.049\t0.732\t0.019\t1.762\t0.042\t6840\t100\t-0.063\t0.087\t0.388\t0.098\t0.444\t0.028\t-0.747\t0.077\t\n",
"OGLE-BLG-RRLYR-07575\t0.673\t0.059\t0.702\t0.021\t1.604\t0.045\t6460\t110\t0.279\t0.093\t0.79\t0.11\t0.528\t0.029\t-0.535\t0.084\t\n",
"OGLE-BLG-RRLYR-07576\t0.616\t0.050\t0.737\t0.019\t1.628\t0.042\t6310\t100\t0.205\t0.087\t0.757\t0.099\t0.560\t0.028\t-0.672\t0.077\t\n",
"OGLE-BLG-RRLYR-07577\t0.607\t0.051\t0.700\t0.019\t1.654\t0.042\t6669\t99\t0.184\t0.087\t0.669\t0.099\t0.482\t0.028\t-0.562\t0.078\t\n",
"OGLE-BLG-RRLYR-07579\t0.685\t0.049\t0.821\t0.019\t1.760\t0.041\t6190\t99\t-0.168\t0.087\t0.440\t0.098\t0.600\t0.028\t-1.091\t0.077\t\n",
"OGLE-BLG-RRLYR-07582\t0.633\t0.050\t0.752\t0.019\t1.662\t0.042\t6330\t99\t0.112\t0.088\t0.664\t0.099\t0.558\t0.028\t-0.757\t0.078\t\n",
"OGLE-BLG-RRLYR-07583\t0.705\t0.055\t0.771\t0.020\t1.735\t0.044\t6440\t100\t-0.020\t0.090\t0.49\t0.10\t0.529\t0.028\t-0.842\t0.081\t\n",
"OGLE-BLG-RRLYR-07584\t0.668\t0.052\t0.731\t0.020\t1.672\t0.042\t6500\t100\t0.149\t0.087\t0.665\t0.099\t0.518\t0.028\t-0.660\t0.079\t\n",
"OGLE-BLG-RRLYR-07603\t0.588\t0.052\t0.700\t0.020\t1.693\t0.042\t6800\t100\t0.127\t0.088\t0.567\t0.099\t0.444\t0.028\t-0.565\t0.078\t\n",
"OGLE-BLG-RRLYR-07609\t0.607\t0.051\t0.701\t0.020\t1.611\t0.042\t6520\t100\t0.299\t0.088\t0.79\t0.10\t0.508\t0.028\t-0.492\t0.078\t\n",
"OGLE-BLG-RRLYR-07610\t0.717\t0.057\t0.745\t0.021\t1.675\t0.043\t6430\t100\t0.150\t0.089\t0.67\t0.10\t0.534\t0.028\t-0.683\t0.081\t\n",
"OGLE-BLG-RRLYR-07618\t0.597\t0.052\t0.708\t0.019\t1.691\t0.042\t6760\t100\t0.107\t0.088\t0.581\t0.099\t0.463\t0.028\t-0.610\t0.078\t\n",
"OGLE-BLG-RRLYR-07624\t0.662\t0.052\t0.723\t0.019\t1.578\t0.042\t6210\t100\t0.281\t0.088\t0.87\t0.10\t0.595\t0.028\t-0.640\t0.079\t\n",
"OGLE-BLG-RRLYR-07629\t0.605\t0.050\t0.712\t0.019\t1.568\t0.042\t6280\t100\t0.341\t0.087\t0.900\t0.098\t0.569\t0.028\t-0.554\t0.077\t\n",
"OGLE-BLG-RRLYR-07638\t0.630\t0.051\t0.704\t0.019\t1.579\t0.042\t6362\t99\t0.302\t0.088\t0.868\t0.099\t0.561\t0.028\t-0.567\t0.078\t\n",
"OGLE-BLG-RRLYR-07652\t0.565\t0.050\t0.727\t0.019\t1.642\t0.042\t6453\t99\t0.136\t0.087\t0.680\t0.099\t0.537\t0.028\t-0.691\t0.078\t\n",
"OGLE-BLG-RRLYR-07656\t0.644\t0.050\t0.737\t0.019\t1.646\t0.042\t6383\t99\t0.188\t0.087\t0.717\t0.099\t0.541\t0.028\t-0.659\t0.078\t\n",
"OGLE-BLG-RRLYR-07657\t0.655\t0.050\t0.735\t0.019\t1.661\t0.042\t6440\t100\t0.160\t0.088\t0.66\t0.10\t0.526\t0.028\t-0.662\t0.078\t\n",
"OGLE-BLG-RRLYR-07661\t0.739\t0.050\t0.822\t0.019\t1.777\t0.042\t6240\t100\t-0.177\t0.087\t0.407\t0.099\t0.584\t0.028\t-1.080\t0.077\t\n",
"OGLE-BLG-RRLYR-07662\t0.587\t0.051\t0.760\t0.019\t1.771\t0.042\t6660\t100\t-0.113\t0.087\t0.376\t0.099\t0.483\t0.028\t-0.860\t0.078\t\n",
"OGLE-BLG-RRLYR-07668\t0.712\t0.050\t0.736\t0.019\t1.591\t0.042\t6200\t100\t0.273\t0.088\t0.867\t0.099\t0.600\t0.028\t-0.653\t0.079\t\n",
"OGLE-BLG-RRLYR-07672\t0.643\t0.051\t0.694\t0.019\t1.624\t0.042\t6631\t99\t0.250\t0.087\t0.760\t0.098\t0.499\t0.028\t-0.522\t0.077\t\n",
"OGLE-BLG-RRLYR-07674\t0.671\t0.050\t0.766\t0.019\t1.720\t0.042\t6448\t99\t-0.013\t0.087\t0.530\t0.099\t0.540\t0.028\t-0.846\t0.077\t\n",
"OGLE-BLG-RRLYR-07675\t0.639\t0.051\t0.738\t0.019\t1.660\t0.042\t6420\t100\t0.128\t0.087\t0.664\t0.099\t0.540\t0.028\t-0.711\t0.078\t\n",
"OGLE-BLG-RRLYR-07678\t0.719\t0.050\t0.752\t0.019\t1.606\t0.041\t6109\t99\t0.204\t0.087\t0.824\t0.098\t0.620\t0.028\t-0.756\t0.077\t\n",
"OGLE-BLG-RRLYR-07683\t0.553\t0.051\t0.703\t0.019\t1.733\t0.042\t6964\t99\t0.036\t0.087\t0.461\t0.099\t0.417\t0.028\t-0.606\t0.077\t\n",
"OGLE-BLG-RRLYR-07684\t0.544\t0.051\t0.674\t0.019\t1.645\t0.042\t6856\t99\t0.224\t0.087\t0.679\t0.099\t0.444\t0.028\t-0.464\t0.078\t\n",
"OGLE-BLG-RRLYR-07689\t0.617\t0.051\t0.722\t0.019\t1.590\t0.042\t6290\t100\t0.274\t0.087\t0.835\t0.098\t0.569\t0.028\t-0.608\t0.078\t\n",
"OGLE-BLG-RRLYR-07692\t0.638\t0.050\t0.725\t0.019\t1.603\t0.042\t6317\t99\t0.279\t0.087\t0.829\t0.099\t0.560\t0.028\t-0.597\t0.077\t\n",
"OGLE-BLG-RRLYR-07697\t0.636\t0.051\t0.701\t0.019\t1.658\t0.042\t6693\t99\t0.229\t0.088\t0.68\t0.10\t0.456\t0.028\t-0.488\t0.078\t\n",
"OGLE-BLG-RRLYR-07704\t0.706\t0.050\t0.742\t0.019\t1.570\t0.042\t6083\t99\t0.283\t0.087\t0.917\t0.098\t0.633\t0.028\t-0.694\t0.077\t\n",
"OGLE-BLG-RRLYR-07706\t0.550\t0.052\t0.696\t0.019\t1.645\t0.042\t6678\t99\t0.198\t0.088\t0.68\t0.10\t0.480\t0.028\t-0.542\t0.078\t\n",
"OGLE-BLG-RRLYR-07708\t0.654\t0.051\t0.789\t0.019\t1.642\t0.042\t6010\t100\t0.079\t0.087\t0.729\t0.098\t0.647\t0.028\t-0.910\t0.078\t\n",
"OGLE-BLG-RRLYR-07711\t0.553\t0.050\t0.660\t0.019\t1.544\t0.042\t6570\t100\t0.398\t0.087\t0.904\t0.099\t0.503\t0.028\t-0.385\t0.077\t\n",
"OGLE-BLG-RRLYR-07721\t0.699\t0.051\t0.729\t0.019\t1.621\t0.042\t6330\t100\t0.222\t0.087\t0.790\t0.098\t0.567\t0.028\t-0.663\t0.078\t\n",
"OGLE-BLG-RRLYR-07724\t0.557\t0.050\t0.711\t0.019\t1.698\t0.042\t6770\t99\t0.095\t0.087\t0.561\t0.099\t0.456\t0.028\t-0.611\t0.078\t\n",
"OGLE-BLG-RRLYR-07732\t0.557\t0.055\t0.684\t0.020\t1.605\t0.043\t6640\t100\t0.272\t0.089\t0.77\t0.10\t0.494\t0.028\t-0.491\t0.080\t\n",
"OGLE-BLG-RRLYR-07733\t0.630\t0.051\t0.704\t0.019\t1.645\t0.042\t6620\t100\t0.207\t0.087\t0.708\t0.099\t0.495\t0.028\t-0.558\t0.077\t\n",
"OGLE-BLG-RRLYR-07739\t0.627\t0.050\t0.733\t0.019\t1.648\t0.042\t6410\t100\t0.196\t0.088\t0.71\t0.10\t0.531\t0.028\t-0.644\t0.077\t\n",
"OGLE-BLG-RRLYR-07746\t0.708\t0.050\t0.727\t0.019\t1.585\t0.042\t6210\t100\t0.288\t0.087\t0.877\t0.098\t0.592\t0.028\t-0.630\t0.077\t\n",
"OGLE-BLG-RRLYR-07747\t0.688\t0.050\t0.763\t0.019\t1.617\t0.042\t6117\t99\t0.194\t0.087\t0.809\t0.099\t0.620\t0.028\t-0.765\t0.078\t\n",
"OGLE-BLG-RRLYR-07749\t0.546\t0.049\t0.666\t0.019\t1.624\t0.042\t6830\t100\t0.272\t0.087\t0.726\t0.099\t0.444\t0.028\t-0.415\t0.077\t\n",
"OGLE-BLG-RRLYR-07750\t0.581\t0.052\t0.678\t0.019\t1.629\t0.042\t6760\t100\t0.254\t0.087\t0.733\t0.099\t0.465\t0.028\t-0.466\t0.078\t\n",
"OGLE-BLG-RRLYR-07751\t0.700\t0.050\t0.737\t0.019\t1.579\t0.042\t6120\t100\t0.260\t0.087\t0.876\t0.098\t0.617\t0.028\t-0.691\t0.077\t\n",
"OGLE-BLG-RRLYR-07755\t0.647\t0.052\t0.718\t0.020\t1.674\t0.042\t6620\t100\t0.179\t0.088\t0.64\t0.10\t0.480\t0.029\t-0.575\t0.079\t\n",
"OGLE-BLG-RRLYR-07760\t0.735\t0.054\t0.789\t0.020\t1.679\t0.042\t6120\t110\t0.031\t0.087\t0.641\t0.098\t0.616\t0.030\t-0.918\t0.081\t\n",
"OGLE-BLG-RRLYR-07763\t0.708\t0.053\t0.806\t0.020\t1.794\t0.042\t6410\t110\t-0.196\t0.088\t0.350\t0.099\t0.545\t0.030\t-1.041\t0.081\t\n",
"OGLE-BLG-RRLYR-07767\t0.616\t0.051\t0.706\t0.019\t1.638\t0.042\t6580\t100\t0.213\t0.087\t0.719\t0.099\t0.503\t0.028\t-0.564\t0.078\t\n",
"OGLE-BLG-RRLYR-07769\t0.666\t0.056\t0.743\t0.021\t1.643\t0.043\t6320\t110\t0.163\t0.089\t0.71\t0.10\t0.562\t0.029\t-0.708\t0.082\t\n",
"OGLE-BLG-RRLYR-07771\t0.761\t0.051\t0.815\t0.019\t1.679\t0.042\t5965\t99\t0.003\t0.088\t0.655\t0.099\t0.652\t0.028\t-1.002\t0.078\t\n",
"OGLE-BLG-RRLYR-07774\t0.761\t0.050\t0.803\t0.019\t1.763\t0.042\t6320\t100\t-0.115\t0.087\t0.463\t0.098\t0.569\t0.028\t-0.999\t0.077\t\n",
"OGLE-BLG-RRLYR-07777\t0.552\t0.049\t0.719\t0.019\t1.721\t0.041\t6790\t100\t0.024\t0.087\t0.487\t0.098\t0.458\t0.028\t-0.689\t0.077\t\n",
"OGLE-BLG-RRLYR-07785\t0.662\t0.051\t0.723\t0.019\t1.621\t0.042\t6380\t100\t0.244\t0.087\t0.786\t0.098\t0.548\t0.028\t-0.608\t0.078\t\n",
"OGLE-BLG-RRLYR-07786\t0.644\t0.051\t0.737\t0.019\t1.571\t0.042\t6130\t100\t0.290\t0.088\t0.898\t0.099\t0.614\t0.028\t-0.662\t0.078\t\n",
"OGLE-BLG-RRLYR-07791\t0.589\t0.050\t0.681\t0.019\t1.573\t0.042\t6537\t99\t0.366\t0.087\t0.893\t0.099\t0.516\t0.028\t-0.438\t0.077\t\n",
"OGLE-BLG-RRLYR-07794\t0.658\t0.050\t0.715\t0.019\t1.612\t0.042\t6400\t100\t0.246\t0.087\t0.796\t0.098\t0.550\t0.028\t-0.609\t0.078\t\n",
"OGLE-BLG-RRLYR-07797\t0.618\t0.059\t0.788\t0.022\t1.835\t0.044\t6690\t110\t-0.251\t0.092\t0.24\t0.10\t0.480\t0.029\t-0.987\t0.087\t\n",
"OGLE-BLG-RRLYR-07798\t0.613\t0.051\t0.748\t0.019\t1.614\t0.042\t6190\t100\t0.169\t0.087\t0.774\t0.099\t0.599\t0.028\t-0.754\t0.078\t\n",
"OGLE-BLG-RRLYR-07799\t0.579\t0.052\t0.692\t0.019\t1.662\t0.042\t6758\t99\t0.184\t0.088\t0.647\t0.099\t0.460\t0.028\t-0.533\t0.079\t\n",
"OGLE-BLG-RRLYR-07801\t0.577\t0.051\t0.675\t0.019\t1.549\t0.042\t6470\t100\t0.421\t0.087\t0.942\t0.098\t0.526\t0.028\t-0.407\t0.078\t\n",
"OGLE-BLG-RRLYR-07802\t0.726\t0.050\t0.750\t0.019\t1.615\t0.042\t6170\t100\t0.217\t0.087\t0.812\t0.098\t0.601\t0.028\t-0.710\t0.077\t\n",
"OGLE-BLG-RRLYR-07812\t0.717\t0.049\t0.858\t0.019\t1.777\t0.042\t5991\t99\t-0.235\t0.087\t0.415\t0.099\t0.646\t0.028\t-1.234\t0.077\t\n",
"OGLE-BLG-RRLYR-07813\t0.558\t0.051\t0.746\t0.019\t1.771\t0.042\t6770\t100\t-0.095\t0.088\t0.372\t0.099\t0.459\t0.028\t-0.804\t0.079\t\n",
"OGLE-BLG-RRLYR-07814\t0.632\t0.054\t0.833\t0.020\t1.853\t0.043\t6440\t100\t-0.374\t0.090\t0.17\t0.10\t0.537\t0.028\t-1.202\t0.084\t\n",
"OGLE-BLG-RRLYR-07817\t0.719\t0.050\t0.735\t0.019\t1.649\t0.042\t6389\t99\t0.193\t0.087\t0.733\t0.099\t0.548\t0.028\t-0.662\t0.077\t\n",
"OGLE-BLG-RRLYR-07818\t0.616\t0.051\t0.712\t0.019\t1.660\t0.042\t6610\t100\t0.161\t0.087\t0.665\t0.099\t0.498\t0.028\t-0.610\t0.078\t\n",
"OGLE-BLG-RRLYR-07819\t0.661\t0.051\t0.728\t0.020\t1.580\t0.042\t6210\t100\t0.303\t0.087\t0.885\t0.099\t0.589\t0.029\t-0.614\t0.079\t\n",
"OGLE-BLG-RRLYR-07822\t0.614\t0.050\t0.720\t0.019\t1.603\t0.042\t6344\t99\t0.264\t0.087\t0.808\t0.099\t0.552\t0.028\t-0.595\t0.077\t\n",
"OGLE-BLG-RRLYR-07823\t0.591\t0.052\t0.695\t0.019\t1.637\t0.042\t6660\t100\t0.256\t0.088\t0.740\t0.099\t0.480\t0.028\t-0.490\t0.079\t\n",
"OGLE-BLG-RRLYR-07827\t0.562\t0.052\t0.712\t0.020\t1.629\t0.044\t6520\t120\t0.217\t0.091\t0.71\t0.11\t0.499\t0.032\t-0.566\t0.079\t\n",
"OGLE-BLG-RRLYR-07829\t0.601\t0.050\t0.689\t0.019\t1.621\t0.042\t6659\t99\t0.257\t0.087\t0.756\t0.098\t0.489\t0.028\t-0.503\t0.077\t\n",
"OGLE-BLG-RRLYR-07833\t0.653\t0.051\t0.728\t0.020\t1.666\t0.042\t6500\t100\t0.173\t0.088\t0.680\t0.099\t0.515\t0.028\t-0.634\t0.079\t\n",
"OGLE-BLG-RRLYR-07837\t0.705\t0.050\t0.714\t0.019\t1.594\t0.042\t6350\t100\t0.284\t0.087\t0.859\t0.098\t0.567\t0.028\t-0.599\t0.078\t\n",
"OGLE-BLG-RRLYR-07841\t0.632\t0.051\t0.713\t0.019\t1.669\t0.042\t6646\t99\t0.153\t0.087\t0.648\t0.098\t0.490\t0.028\t-0.601\t0.077\t\n",
"OGLE-BLG-RRLYR-07855\t0.583\t0.050\t0.701\t0.019\t1.638\t0.042\t6610\t100\t0.191\t0.087\t0.710\t0.098\t0.500\t0.028\t-0.586\t0.077\t\n",
"OGLE-BLG-RRLYR-07858\t0.654\t0.051\t0.728\t0.019\t1.608\t0.042\t6290\t100\t0.231\t0.087\t0.795\t0.099\t0.570\t0.028\t-0.651\t0.078\t\n",
"OGLE-BLG-RRLYR-07866\t0.616\t0.051\t0.718\t0.019\t1.628\t0.042\t6454\t99\t0.225\t0.087\t0.742\t0.098\t0.528\t0.028\t-0.597\t0.077\t\n",
"OGLE-BLG-RRLYR-07869\t0.689\t0.052\t0.745\t0.019\t1.663\t0.042\t6380\t100\t0.121\t0.088\t0.676\t0.099\t0.556\t0.028\t-0.740\t0.079\t\n",
"OGLE-BLG-RRLYR-07870\t0.623\t0.053\t0.711\t0.020\t1.655\t0.043\t6610\t100\t0.204\t0.089\t0.700\t0.099\t0.494\t0.028\t-0.568\t0.081\t\n",
"OGLE-BLG-RRLYR-07876\t0.659\t0.052\t0.755\t0.019\t1.671\t0.043\t6342\t99\t0.083\t0.089\t0.64\t0.10\t0.562\t0.028\t-0.785\t0.079\t\n",
"OGLE-BLG-RRLYR-07881\t0.616\t0.050\t0.766\t0.019\t1.644\t0.042\t6170\t100\t0.078\t0.087\t0.689\t0.098\t0.606\t0.028\t-0.848\t0.077\t\n",
"OGLE-BLG-RRLYR-07883\t0.645\t0.051\t0.697\t0.019\t1.647\t0.042\t6687\t99\t0.223\t0.087\t0.698\t0.099\t0.478\t0.028\t-0.524\t0.077\t\n",
"OGLE-BLG-RRLYR-07884\t0.713\t0.050\t0.797\t0.019\t1.692\t0.042\t6110\t100\t-0.012\t0.087\t0.603\t0.098\t0.614\t0.028\t-0.960\t0.078\t\n",
"OGLE-BLG-RRLYR-07885\t0.616\t0.050\t0.728\t0.019\t1.591\t0.042\t6268\t99\t0.275\t0.087\t0.839\t0.099\t0.574\t0.028\t-0.624\t0.077\t\n",
"OGLE-BLG-RRLYR-07895\t0.687\t0.050\t0.722\t0.019\t1.649\t0.042\t6510\t100\t0.176\t0.087\t0.711\t0.098\t0.529\t0.028\t-0.641\t0.077\t\n",
"OGLE-BLG-RRLYR-07896\t0.581\t0.052\t0.698\t0.019\t1.684\t0.042\t6810\t100\t0.132\t0.087\t0.589\t0.099\t0.450\t0.028\t-0.567\t0.078\t\n",
"OGLE-BLG-RRLYR-07897\t0.549\t0.051\t0.675\t0.019\t1.594\t0.042\t6660\t100\t0.303\t0.087\t0.799\t0.099\t0.488\t0.028\t-0.448\t0.077\t\n",
"OGLE-BLG-RRLYR-07899\t0.625\t0.051\t0.696\t0.019\t1.586\t0.042\t6460\t100\t0.307\t0.088\t0.846\t0.099\t0.535\t0.028\t-0.528\t0.078\t\n",
"OGLE-BLG-RRLYR-07901\t0.634\t0.051\t0.719\t0.019\t1.649\t0.042\t6510\t100\t0.188\t0.087\t0.698\t0.099\t0.517\t0.028\t-0.614\t0.077\t\n",
"OGLE-BLG-RRLYR-07902\t0.660\t0.050\t0.792\t0.019\t1.677\t0.042\t6121\t99\t0.017\t0.087\t0.632\t0.098\t0.616\t0.028\t-0.933\t0.077\t\n",
"OGLE-BLG-RRLYR-07904\t0.612\t0.050\t0.853\t0.019\t1.895\t0.043\t6400\t100\t-0.466\t0.090\t0.05\t0.10\t0.523\t0.029\t-1.272\t0.078\t\n",
"OGLE-BLG-RRLYR-07912\t0.555\t0.050\t0.750\t0.019\t1.728\t0.042\t6590\t100\t-0.044\t0.087\t0.466\t0.098\t0.503\t0.028\t-0.818\t0.078\t\n",
"OGLE-BLG-RRLYR-07914\t0.669\t0.050\t0.773\t0.019\t1.627\t0.042\t6070\t100\t0.126\t0.087\t0.762\t0.098\t0.631\t0.028\t-0.842\t0.078\t\n",
"OGLE-BLG-RRLYR-07916\t0.626\t0.050\t0.742\t0.019\t1.579\t0.042\t6120\t100\t0.244\t0.087\t0.863\t0.099\t0.617\t0.028\t-0.704\t0.078\t\n",
"OGLE-BLG-RRLYR-07918\t0.711\t0.050\t0.723\t0.019\t1.629\t0.042\t6400\t100\t0.239\t0.087\t0.789\t0.099\t0.548\t0.028\t-0.619\t0.077\t\n",
"OGLE-BLG-RRLYR-07919\t0.701\t0.065\t0.806\t0.023\t1.827\t0.045\t6530\t110\t-0.250\t0.095\t0.27\t0.10\t0.517\t0.031\t-1.046\t0.094\t\n",
"OGLE-BLG-RRLYR-07920\t0.538\t0.051\t0.803\t0.019\t1.858\t0.042\t6680\t100\t-0.345\t0.088\t0.150\t0.099\t0.479\t0.028\t-1.081\t0.079\t\n",
"OGLE-BLG-RRLYR-07927\t0.551\t0.050\t0.715\t0.019\t1.692\t0.042\t6720\t100\t0.074\t0.087\t0.552\t0.099\t0.469\t0.028\t-0.652\t0.076\t\n",
"OGLE-BLG-RRLYR-07930\t0.535\t0.050\t0.678\t0.019\t1.617\t0.042\t6710\t100\t0.241\t0.087\t0.730\t0.099\t0.474\t0.028\t-0.497\t0.077\t\n",
"OGLE-BLG-RRLYR-07936\t0.707\t0.050\t0.760\t0.019\t1.632\t0.042\t6170\t100\t0.186\t0.087\t0.774\t0.099\t0.597\t0.028\t-0.736\t0.077\t\n",
"OGLE-BLG-RRLYR-07943\t0.636\t0.050\t0.738\t0.019\t1.686\t0.042\t6520\t100\t0.074\t0.087\t0.598\t0.099\t0.520\t0.028\t-0.728\t0.077\t\n",
"OGLE-BLG-RRLYR-07944\t0.571\t0.050\t0.713\t0.019\t1.701\t0.042\t6760\t100\t0.075\t0.087\t0.544\t0.099\t0.461\t0.028\t-0.638\t0.077\t\n",
"OGLE-BLG-RRLYR-07945\t0.638\t0.050\t0.746\t0.019\t1.565\t0.042\t6050\t100\t0.257\t0.087\t0.898\t0.098\t0.639\t0.028\t-0.721\t0.077\t\n",
"OGLE-BLG-RRLYR-07946\t0.651\t0.050\t0.765\t0.019\t1.661\t0.042\t6255\t99\t0.103\t0.087\t0.671\t0.099\t0.574\t0.028\t-0.793\t0.077\t\n",
"OGLE-BLG-RRLYR-07954\t0.570\t0.051\t0.678\t0.019\t1.529\t0.042\t6380\t100\t0.425\t0.087\t0.982\t0.098\t0.554\t0.028\t-0.438\t0.078\t\n",
"OGLE-BLG-RRLYR-07955\t0.601\t0.051\t0.746\t0.019\t1.737\t0.042\t6650\t100\t-0.029\t0.087\t0.464\t0.098\t0.486\t0.028\t-0.781\t0.078\t\n",
"OGLE-BLG-RRLYR-07958\t0.680\t0.051\t0.726\t0.019\t1.668\t0.042\t6530\t100\t0.169\t0.087\t0.673\t0.098\t0.511\t0.028\t-0.622\t0.078\t\n",
"OGLE-BLG-RRLYR-07959\t0.559\t0.051\t0.688\t0.019\t1.633\t0.042\t6690\t100\t0.229\t0.087\t0.714\t0.099\t0.478\t0.028\t-0.511\t0.077\t\n",
"OGLE-BLG-RRLYR-07963\t0.662\t0.050\t0.809\t0.019\t1.769\t0.042\t6301\t99\t-0.170\t0.087\t0.395\t0.099\t0.567\t0.028\t-1.044\t0.078\t\n",
"OGLE-BLG-RRLYR-07974\t0.744\t0.054\t0.760\t0.020\t1.637\t0.043\t6170\t100\t0.154\t0.089\t0.74\t0.10\t0.599\t0.028\t-0.775\t0.080\t\n",
"OGLE-BLG-RRLYR-07975\t0.683\t0.051\t0.731\t0.020\t1.644\t0.043\t6420\t100\t0.219\t0.089\t0.73\t0.10\t0.531\t0.028\t-0.610\t0.079\t\n",
"OGLE-BLG-RRLYR-07981\t0.760\t0.050\t0.756\t0.019\t1.636\t0.042\t6180\t100\t0.167\t0.087\t0.762\t0.098\t0.600\t0.028\t-0.768\t0.077\t\n",
"OGLE-BLG-RRLYR-07987\t0.608\t0.051\t0.700\t0.019\t1.638\t0.042\t6630\t100\t0.212\t0.087\t0.720\t0.099\t0.495\t0.028\t-0.555\t0.078\t\n",
"OGLE-BLG-RRLYR-07988\t0.734\t0.052\t0.817\t0.019\t1.707\t0.042\t6040\t100\t-0.049\t0.087\t0.586\t0.098\t0.636\t0.029\t-1.028\t0.079\t\n",
"OGLE-BLG-RRLYR-07992\t0.705\t0.051\t0.765\t0.019\t1.560\t0.042\t5890\t100\t0.261\t0.087\t0.945\t0.098\t0.681\t0.028\t-0.784\t0.078\t\n",
"OGLE-BLG-RRLYR-07997\t0.686\t0.052\t0.752\t0.019\t1.746\t0.042\t6645\t99\t-0.011\t0.088\t0.497\t0.099\t0.496\t0.028\t-0.779\t0.078\t\n",
"OGLE-BLG-RRLYR-08010\t0.688\t0.051\t0.764\t0.020\t1.713\t0.042\t6410\t100\t0.018\t0.088\t0.54\t0.10\t0.536\t0.028\t-0.811\t0.079\t\n",
"OGLE-BLG-RRLYR-08012\t0.661\t0.051\t0.758\t0.019\t1.543\t0.042\t5890\t100\t0.286\t0.087\t0.973\t0.099\t0.683\t0.029\t-0.760\t0.078\t\n",
"OGLE-BLG-RRLYR-08014\t0.665\t0.051\t0.721\t0.019\t1.658\t0.042\t6530\t100\t0.204\t0.087\t0.700\t0.099\t0.507\t0.028\t-0.589\t0.078\t\n",
"OGLE-BLG-RRLYR-08017\t0.733\t0.051\t0.763\t0.019\t1.630\t0.042\t6110\t100\t0.156\t0.087\t0.775\t0.099\t0.619\t0.028\t-0.803\t0.079\t\n",
"OGLE-BLG-RRLYR-08029\t0.640\t0.050\t0.784\t0.019\t1.602\t0.042\t5920\t100\t0.145\t0.087\t0.822\t0.098\t0.672\t0.028\t-0.887\t0.078\t\n",
"OGLE-BLG-RRLYR-08044\t0.625\t0.052\t0.724\t0.019\t1.647\t0.042\t6496\t99\t0.161\t0.087\t0.692\t0.099\t0.529\t0.028\t-0.655\t0.078\t\n",
"OGLE-BLG-RRLYR-08046\t0.730\t0.050\t0.740\t0.019\t1.617\t0.042\t6240\t100\t0.297\t0.088\t0.84\t0.10\t0.563\t0.028\t-0.598\t0.078\t\n",
"OGLE-BLG-RRLYR-08070\t0.757\t0.051\t0.798\t0.019\t1.756\t0.042\t6341\t99\t-0.094\t0.087\t0.477\t0.099\t0.567\t0.028\t-0.975\t0.078\t\n",
"OGLE-BLG-RRLYR-08098\t0.569\t0.052\t0.702\t0.019\t1.685\t0.042\t6790\t100\t0.107\t0.088\t0.55\t0.10\t0.448\t0.028\t-0.583\t0.078\t\n",
"OGLE-BLG-RRLYR-08101\t0.698\t0.051\t0.755\t0.019\t1.643\t0.042\t6220\t100\t0.137\t0.088\t0.725\t0.099\t0.588\t0.028\t-0.781\t0.079\t\n",
"OGLE-BLG-RRLYR-08102\t0.743\t0.049\t0.756\t0.019\t1.642\t0.042\t6212\t99\t0.157\t0.087\t0.737\t0.099\t0.587\t0.028\t-0.757\t0.077\t\n",
"OGLE-BLG-RRLYR-08113\t0.541\t0.049\t0.668\t0.019\t1.618\t0.041\t6790\t100\t0.279\t0.087\t0.739\t0.098\t0.454\t0.028\t-0.427\t0.077\t\n",
"OGLE-BLG-RRLYR-08114\t0.547\t0.049\t0.681\t0.019\t1.616\t0.042\t6690\t100\t0.255\t0.087\t0.752\t0.098\t0.481\t0.028\t-0.491\t0.077\t\n",
"OGLE-BLG-RRLYR-08118\t0.628\t0.050\t0.740\t0.019\t1.655\t0.042\t6389\t99\t0.166\t0.088\t0.692\t0.099\t0.539\t0.028\t-0.683\t0.077\t\n",
"OGLE-BLG-RRLYR-08121\t0.624\t0.052\t0.693\t0.020\t1.566\t0.042\t6400\t100\t0.407\t0.088\t0.938\t0.099\t0.540\t0.028\t-0.441\t0.079\t\n",
"OGLE-BLG-RRLYR-08122\t0.726\t0.052\t0.810\t0.020\t1.865\t0.042\t6630\t100\t-0.292\t0.088\t0.21\t0.10\t0.494\t0.028\t-1.056\t0.080\t\n",
"OGLE-BLG-RRLYR-08124\t0.630\t0.051\t0.700\t0.019\t1.621\t0.042\t6574\t99\t0.257\t0.087\t0.771\t0.099\t0.509\t0.028\t-0.533\t0.078\t\n",
"OGLE-BLG-RRLYR-08131\t0.699\t0.050\t0.766\t0.019\t1.694\t0.042\t6339\t99\t0.070\t0.088\t0.603\t0.099\t0.548\t0.028\t-0.791\t0.077\t\n",
"OGLE-BLG-RRLYR-08134\t0.710\t0.050\t0.763\t0.019\t1.627\t0.041\t6110\t100\t0.153\t0.087\t0.776\t0.098\t0.620\t0.028\t-0.797\t0.077\t\n",
"OGLE-BLG-RRLYR-08140\t0.563\t0.051\t0.673\t0.019\t1.597\t0.042\t6690\t100\t0.309\t0.087\t0.802\t0.099\t0.482\t0.028\t-0.438\t0.078\t\n",
"OGLE-BLG-RRLYR-08141\t0.659\t0.051\t0.714\t0.019\t1.597\t0.042\t6350\t100\t0.278\t0.087\t0.836\t0.098\t0.559\t0.028\t-0.593\t0.078\t\n",
"OGLE-BLG-RRLYR-08143\t0.664\t0.050\t0.747\t0.019\t1.695\t0.042\t6480\t100\t0.100\t0.087\t0.604\t0.099\t0.517\t0.028\t-0.709\t0.078\t\n",
"OGLE-BLG-RRLYR-08146\t0.564\t0.051\t0.797\t0.019\t1.841\t0.042\t6640\t100\t-0.295\t0.087\t0.204\t0.098\t0.489\t0.028\t-1.043\t0.079\t\n",
"OGLE-BLG-RRLYR-08153\t0.627\t0.050\t0.707\t0.019\t1.630\t0.042\t6550\t100\t0.259\t0.088\t0.762\t0.099\t0.507\t0.028\t-0.531\t0.078\t\n",
"OGLE-BLG-RRLYR-08154\t0.657\t0.050\t0.725\t0.019\t1.643\t0.042\t6440\t100\t0.194\t0.087\t0.720\t0.098\t0.533\t0.028\t-0.635\t0.077\t\n",
"OGLE-BLG-RRLYR-08157\t0.605\t0.052\t0.711\t0.019\t1.629\t0.042\t6500\t100\t0.224\t0.087\t0.739\t0.099\t0.519\t0.028\t-0.584\t0.078\t\n",
"OGLE-BLG-RRLYR-08182\t0.630\t0.050\t0.708\t0.019\t1.636\t0.042\t6571\t99\t0.203\t0.087\t0.723\t0.099\t0.511\t0.028\t-0.585\t0.077\t\n",
"OGLE-BLG-RRLYR-08188\t0.784\t0.050\t0.818\t0.019\t1.720\t0.042\t6050\t100\t-0.054\t0.087\t0.574\t0.098\t0.632\t0.028\t-1.032\t0.078\t\n",
"OGLE-BLG-RRLYR-08200\t0.662\t0.050\t0.738\t0.019\t1.554\t0.041\t6040\t100\t0.288\t0.087\t0.931\t0.098\t0.641\t0.028\t-0.696\t0.077\t\n",
"OGLE-BLG-RRLYR-08202\t0.664\t0.050\t0.750\t0.019\t1.688\t0.042\t6430\t100\t0.082\t0.088\t0.599\t0.099\t0.531\t0.028\t-0.743\t0.078\t\n",
"OGLE-BLG-RRLYR-08203\t0.601\t0.051\t0.711\t0.019\t1.596\t0.042\t6390\t100\t0.288\t0.087\t0.823\t0.099\t0.543\t0.028\t-0.560\t0.078\t\n",
"OGLE-BLG-RRLYR-08217\t0.663\t0.051\t0.739\t0.019\t1.719\t0.042\t6640\t100\t0.031\t0.087\t0.535\t0.098\t0.496\t0.028\t-0.738\t0.078\t\n",
"OGLE-BLG-RRLYR-08218\t0.555\t0.053\t0.675\t0.019\t1.644\t0.042\t6840\t100\t0.230\t0.088\t0.689\t0.099\t0.447\t0.028\t-0.461\t0.079\t\n",
"OGLE-BLG-RRLYR-08223\t0.618\t0.050\t0.737\t0.019\t1.661\t0.042\t6446\t99\t0.107\t0.087\t0.657\t0.099\t0.540\t0.028\t-0.730\t0.077\t\n",
"OGLE-BLG-RRLYR-08224\t0.582\t0.050\t0.677\t0.019\t1.586\t0.042\t6600\t100\t0.355\t0.087\t0.852\t0.099\t0.497\t0.028\t-0.423\t0.078\t\n",
"OGLE-BLG-RRLYR-08226\t0.669\t0.051\t0.738\t0.019\t1.637\t0.042\t6330\t100\t0.186\t0.087\t0.731\t0.099\t0.556\t0.028\t-0.677\t0.078\t\n",
"OGLE-BLG-RRLYR-08235\t0.686\t0.055\t0.739\t0.020\t1.634\t0.043\t6310\t100\t0.171\t0.089\t0.74\t0.10\t0.572\t0.028\t-0.717\t0.081\t\n",
"OGLE-BLG-RRLYR-08236\t0.638\t0.050\t0.770\t0.019\t1.667\t0.042\t6220\t100\t0.065\t0.087\t0.651\t0.098\t0.587\t0.028\t-0.841\t0.077\t\n",
"OGLE-BLG-RRLYR-08238\t0.586\t0.051\t0.693\t0.020\t1.655\t0.042\t6730\t100\t0.219\t0.088\t0.681\t0.099\t0.462\t0.028\t-0.501\t0.078\t\n",
"OGLE-BLG-RRLYR-08239\t0.608\t0.052\t0.706\t0.020\t1.673\t0.042\t6710\t100\t0.155\t0.088\t0.636\t0.099\t0.473\t0.028\t-0.579\t0.079\t\n",
"OGLE-BLG-RRLYR-08241\t0.562\t0.052\t0.690\t0.019\t1.683\t0.042\t6870\t99\t0.140\t0.088\t0.590\t0.099\t0.440\t0.028\t-0.540\t0.079\t\n",
"OGLE-BLG-RRLYR-08244\t0.746\t0.060\t0.745\t0.020\t1.669\t0.043\t6400\t110\t0.118\t0.089\t0.67\t0.10\t0.553\t0.029\t-0.740\t0.082\t\n",
"OGLE-BLG-RRLYR-08245\t0.540\t0.051\t0.674\t0.019\t1.598\t0.042\t6670\t100\t0.321\t0.088\t0.813\t0.099\t0.478\t0.028\t-0.427\t0.078\t\n",
"OGLE-BLG-RRLYR-08246\t0.710\t0.051\t0.729\t0.019\t1.631\t0.042\t6360\t100\t0.231\t0.087\t0.783\t0.098\t0.554\t0.028\t-0.635\t0.077\t\n",
"OGLE-BLG-RRLYR-08247\t0.692\t0.051\t0.739\t0.019\t1.688\t0.042\t6500\t100\t0.106\t0.087\t0.629\t0.099\t0.521\t0.028\t-0.706\t0.078\t\n",
"OGLE-BLG-RRLYR-08263\t0.590\t0.051\t0.739\t0.019\t1.731\t0.042\t6680\t100\t-0.016\t0.087\t0.475\t0.099\t0.483\t0.028\t-0.763\t0.078\t\n",
"OGLE-BLG-RRLYR-08266\t0.619\t0.050\t0.740\t0.019\t1.688\t0.042\t6534\t99\t0.062\t0.087\t0.587\t0.099\t0.519\t0.028\t-0.741\t0.077\t\n",
"OGLE-BLG-RRLYR-08267\t0.628\t0.050\t0.768\t0.019\t1.755\t0.042\t6559\t99\t-0.085\t0.087\t0.429\t0.098\t0.511\t0.028\t-0.874\t0.077\t\n",
"OGLE-BLG-RRLYR-08270\t0.761\t0.051\t0.749\t0.020\t1.607\t0.042\t6132\t99\t0.240\t0.088\t0.859\t0.099\t0.615\t0.028\t-0.723\t0.079\t\n",
"OGLE-BLG-RRLYR-08275\t0.656\t0.051\t0.726\t0.019\t1.668\t0.042\t6520\t100\t0.158\t0.087\t0.658\t0.099\t0.510\t0.028\t-0.632\t0.078\t\n",
"OGLE-BLG-RRLYR-08280\t0.575\t0.051\t0.698\t0.019\t1.626\t0.042\t6600\t100\t0.251\t0.087\t0.755\t0.099\t0.498\t0.028\t-0.523\t0.078\t\n",
"OGLE-BLG-RRLYR-08282\t0.660\t0.050\t0.718\t0.019\t1.577\t0.042\t6252\t99\t0.294\t0.087\t0.883\t0.098\t0.586\t0.028\t-0.613\t0.077\t\n",
"OGLE-BLG-RRLYR-08294\t0.578\t0.052\t0.697\t0.020\t1.654\t0.042\t6694\t99\t0.202\t0.088\t0.67\t0.10\t0.471\t0.028\t-0.530\t0.078\t\n",
"OGLE-BLG-RRLYR-08297\t0.700\t0.050\t0.782\t0.019\t1.669\t0.042\t6143\t99\t0.049\t0.087\t0.666\t0.099\t0.613\t0.028\t-0.897\t0.078\t\n",
"OGLE-BLG-RRLYR-08298\t0.601\t0.050\t0.686\t0.019\t1.572\t0.042\t6490\t100\t0.355\t0.088\t0.86\t0.10\t0.512\t0.028\t-0.448\t0.078\t\n",
"OGLE-BLG-RRLYR-08303\t0.687\t0.050\t0.769\t0.019\t1.587\t0.042\t5960\t100\t0.214\t0.087\t0.872\t0.099\t0.658\t0.028\t-0.802\t0.078\t\n",
"OGLE-BLG-RRLYR-08308\t0.696\t0.051\t0.719\t0.019\t1.609\t0.042\t6378\t99\t0.248\t0.087\t0.814\t0.098\t0.560\t0.028\t-0.620\t0.077\t\n",
"OGLE-BLG-RRLYR-08320\t0.628\t0.050\t0.745\t0.019\t1.554\t0.042\t6035\t99\t0.281\t0.087\t0.925\t0.099\t0.644\t0.028\t-0.711\t0.077\t\n",
"OGLE-BLG-RRLYR-08324\t0.694\t0.056\t0.734\t0.020\t1.622\t0.043\t6310\t100\t0.201\t0.089\t0.78\t0.10\t0.575\t0.028\t-0.692\t0.082\t\n",
"OGLE-BLG-RRLYR-08325\t0.575\t0.051\t0.706\t0.019\t1.674\t0.042\t6720\t99\t0.136\t0.087\t0.616\t0.099\t0.473\t0.028\t-0.595\t0.078\t\n",
"OGLE-BLG-RRLYR-08327\t0.667\t0.051\t0.725\t0.019\t1.607\t0.042\t6310\t100\t0.246\t0.087\t0.807\t0.099\t0.567\t0.028\t-0.636\t0.078\t\n",
"OGLE-BLG-RRLYR-08331\t0.614\t0.051\t0.698\t0.019\t1.560\t0.042\t6340\t100\t0.344\t0.088\t0.909\t0.099\t0.563\t0.028\t-0.528\t0.078\t\n",
"OGLE-BLG-RRLYR-08335\t0.588\t0.050\t0.704\t0.019\t1.588\t0.042\t6390\t100\t0.275\t0.087\t0.835\t0.098\t0.551\t0.028\t-0.574\t0.077\t\n",
"OGLE-BLG-RRLYR-08338\t0.565\t0.051\t0.703\t0.019\t1.626\t0.042\t6560\t100\t0.230\t0.087\t0.740\t0.099\t0.505\t0.028\t-0.558\t0.078\t\n",
"OGLE-BLG-RRLYR-08340\t0.592\t0.051\t0.691\t0.019\t1.641\t0.042\t6710\t100\t0.242\t0.088\t0.715\t0.099\t0.471\t0.028\t-0.489\t0.078\t\n",
"OGLE-BLG-RRLYR-08341\t0.631\t0.051\t0.736\t0.019\t1.695\t0.042\t6560\t100\t0.066\t0.087\t0.574\t0.099\t0.507\t0.028\t-0.716\t0.079\t\n",
"OGLE-BLG-RRLYR-08345\t0.527\t0.050\t0.732\t0.019\t1.746\t0.042\t6790\t100\t-0.036\t0.087\t0.424\t0.098\t0.451\t0.028\t-0.734\t0.077\t\n",
"OGLE-BLG-RRLYR-08348\t0.707\t0.051\t0.832\t0.019\t1.816\t0.042\t6318\t99\t-0.280\t0.087\t0.305\t0.099\t0.573\t0.028\t-1.160\t0.078\t\n",
"OGLE-BLG-RRLYR-08353\t0.631\t0.053\t0.723\t0.020\t1.581\t0.042\t6250\t100\t0.286\t0.087\t0.868\t0.099\t0.583\t0.029\t-0.613\t0.079\t\n",
"OGLE-BLG-RRLYR-08359\t0.764\t0.051\t0.842\t0.019\t1.748\t0.042\t6010\t100\t-0.131\t0.087\t0.508\t0.098\t0.641\t0.028\t-1.129\t0.079\t\n",
"OGLE-BLG-RRLYR-08360\t0.654\t0.051\t0.704\t0.019\t1.630\t0.042\t6560\t99\t0.262\t0.087\t0.760\t0.099\t0.505\t0.028\t-0.526\t0.078\t\n",
"OGLE-BLG-RRLYR-08362\t0.675\t0.050\t0.798\t0.019\t1.733\t0.042\t6254\t99\t-0.080\t0.087\t0.493\t0.099\t0.576\t0.028\t-0.971\t0.078\t\n",
"OGLE-BLG-RRLYR-08365\t0.593\t0.050\t0.731\t0.019\t1.582\t0.042\t6209\t99\t0.268\t0.088\t0.85\t0.10\t0.590\t0.028\t-0.655\t0.077\t\n",
"OGLE-BLG-RRLYR-08367\t0.581\t0.051\t0.739\t0.019\t1.705\t0.042\t6563\t99\t0.025\t0.088\t0.530\t0.099\t0.506\t0.028\t-0.755\t0.078\t\n",
"OGLE-BLG-RRLYR-08369\t0.629\t0.052\t0.700\t0.019\t1.609\t0.042\t6500\t100\t0.274\t0.088\t0.78\t0.10\t0.520\t0.028\t-0.536\t0.078\t\n",
"OGLE-BLG-RRLYR-08372\t0.537\t0.050\t0.667\t0.019\t1.599\t0.042\t6736\t99\t0.303\t0.087\t0.785\t0.098\t0.472\t0.028\t-0.430\t0.077\t\n",
"OGLE-BLG-RRLYR-08373\t0.674\t0.050\t0.719\t0.019\t1.636\t0.042\t6460\t100\t0.212\t0.087\t0.752\t0.099\t0.534\t0.028\t-0.623\t0.078\t\n",
"OGLE-BLG-RRLYR-08375\t0.689\t0.052\t0.725\t0.019\t1.646\t0.042\t6460\t100\t0.188\t0.088\t0.724\t0.099\t0.536\t0.028\t-0.647\t0.079\t\n",
"OGLE-BLG-RRLYR-08377\t0.736\t0.051\t0.742\t0.019\t1.657\t0.042\t6370\t100\t0.162\t0.088\t0.718\t0.099\t0.556\t0.028\t-0.711\t0.078\t\n",
"OGLE-BLG-RRLYR-08380\t0.648\t0.053\t0.704\t0.019\t1.654\t0.042\t6670\t100\t0.192\t0.088\t0.691\t0.099\t0.489\t0.028\t-0.566\t0.079\t\n",
"OGLE-BLG-RRLYR-08383\t0.556\t0.051\t0.684\t0.019\t1.585\t0.042\t6550\t100\t0.320\t0.087\t0.842\t0.098\t0.512\t0.028\t-0.468\t0.078\t\n",
"OGLE-BLG-RRLYR-08386\t0.742\t0.050\t0.742\t0.019\t1.633\t0.042\t6278\t99\t0.190\t0.087\t0.770\t0.098\t0.581\t0.028\t-0.714\t0.077\t\n",
"OGLE-BLG-RRLYR-08388\t0.650\t0.050\t0.756\t0.019\t1.584\t0.042\t6047\t99\t0.230\t0.087\t0.865\t0.099\t0.637\t0.028\t-0.757\t0.077\t\n",
"OGLE-BLG-RRLYR-08392\t0.689\t0.051\t0.740\t0.019\t1.602\t0.042\t6180\t100\t0.221\t0.088\t0.826\t0.099\t0.604\t0.028\t-0.712\t0.079\t\n",
"OGLE-BLG-RRLYR-08393\t0.638\t0.051\t0.727\t0.019\t1.638\t0.042\t6421\t99\t0.197\t0.087\t0.724\t0.099\t0.537\t0.028\t-0.641\t0.078\t\n",
"OGLE-BLG-RRLYR-08397\t0.605\t0.055\t0.692\t0.020\t1.584\t0.043\t6490\t100\t0.311\t0.090\t0.84\t0.10\t0.530\t0.028\t-0.509\t0.081\t\n",
"OGLE-BLG-RRLYR-08399\t0.647\t0.051\t0.724\t0.019\t1.678\t0.042\t6590\t100\t0.129\t0.087\t0.635\t0.099\t0.502\t0.028\t-0.649\t0.078\t\n",
"OGLE-BLG-RRLYR-08402\t0.547\t0.053\t0.758\t0.020\t1.805\t0.042\t6780\t100\t-0.186\t0.089\t0.285\t0.099\t0.454\t0.028\t-0.881\t0.081\t\n",
"OGLE-BLG-RRLYR-08408\t0.685\t0.050\t0.741\t0.019\t1.577\t0.041\t6110\t99\t0.259\t0.087\t0.882\t0.098\t0.622\t0.028\t-0.701\t0.077\t\n",
"OGLE-BLG-RRLYR-08414\t0.564\t0.050\t0.691\t0.019\t1.561\t0.042\t6398\t99\t0.340\t0.087\t0.896\t0.098\t0.550\t0.028\t-0.512\t0.077\t\n",
"OGLE-BLG-RRLYR-08418\t0.649\t0.050\t0.720\t0.019\t1.665\t0.042\t6590\t100\t0.106\t0.087\t0.618\t0.099\t0.495\t0.028\t-0.666\t0.077\t\n",
"OGLE-BLG-RRLYR-08426\t0.661\t0.051\t0.770\t0.019\t1.576\t0.042\t5908\t99\t0.230\t0.087\t0.918\t0.098\t0.685\t0.028\t-0.818\t0.077\t\n",
"OGLE-BLG-RRLYR-08428\t0.593\t0.051\t0.701\t0.019\t1.604\t0.042\t6480\t100\t0.272\t0.087\t0.802\t0.098\t0.527\t0.028\t-0.550\t0.078\t\n",
"OGLE-BLG-RRLYR-08430\t0.602\t0.051\t0.722\t0.019\t1.531\t0.042\t6090\t100\t0.353\t0.087\t0.981\t0.098\t0.626\t0.028\t-0.617\t0.078\t\n",
"OGLE-BLG-RRLYR-08432\t0.598\t0.050\t0.729\t0.019\t1.555\t0.042\t6159\t99\t0.318\t0.088\t0.92\t0.10\t0.610\t0.028\t-0.626\t0.077\t\n",
"OGLE-BLG-RRLYR-08440\t0.694\t0.050\t0.784\t0.019\t1.587\t0.041\t5860\t100\t0.209\t0.087\t0.897\t0.098\t0.687\t0.028\t-0.849\t0.077\t\n",
"OGLE-BLG-RRLYR-08444\t0.669\t0.051\t0.726\t0.019\t1.677\t0.042\t6582\t99\t0.124\t0.087\t0.639\t0.099\t0.509\t0.028\t-0.665\t0.078\t\n",
"OGLE-BLG-RRLYR-08446\t0.626\t0.050\t0.747\t0.019\t1.550\t0.042\t5990\t100\t0.282\t0.087\t0.939\t0.099\t0.654\t0.028\t-0.723\t0.077\t\n",
"OGLE-BLG-RRLYR-08452\t0.649\t0.050\t0.710\t0.019\t1.631\t0.042\t6535\t99\t0.209\t0.087\t0.742\t0.098\t0.522\t0.028\t-0.596\t0.077\t\n",
"OGLE-BLG-RRLYR-08454\t0.628\t0.052\t0.704\t0.019\t1.686\t0.042\t6770\t100\t0.122\t0.088\t0.584\t0.099\t0.460\t0.028\t-0.591\t0.078\t\n",
"OGLE-BLG-RRLYR-08459\t0.681\t0.055\t0.716\t0.020\t1.598\t0.043\t6350\t100\t0.261\t0.089\t0.83\t0.10\t0.565\t0.028\t-0.614\t0.080\t\n",
"OGLE-BLG-RRLYR-08464\t0.682\t0.050\t0.849\t0.019\t1.719\t0.042\t5890\t100\t-0.086\t0.088\t0.58\t0.10\t0.665\t0.029\t-1.111\t0.078\t\n",
"OGLE-BLG-RRLYR-08465\t0.609\t0.051\t0.713\t0.019\t1.651\t0.042\t6560\t100\t0.202\t0.087\t0.694\t0.099\t0.499\t0.028\t-0.580\t0.078\t\n",
"OGLE-BLG-RRLYR-08473\t0.742\t0.050\t0.763\t0.019\t1.612\t0.041\t6060\t100\t0.180\t0.087\t0.814\t0.098\t0.633\t0.028\t-0.797\t0.077\t\n",
"OGLE-BLG-RRLYR-08493\t0.727\t0.050\t0.760\t0.019\t1.606\t0.042\t6050\t100\t0.197\t0.087\t0.831\t0.098\t0.633\t0.028\t-0.785\t0.078\t\n",
"OGLE-BLG-RRLYR-08502\t0.676\t0.050\t0.744\t0.019\t1.645\t0.042\t6326\t99\t0.184\t0.087\t0.724\t0.099\t0.554\t0.028\t-0.681\t0.078\t\n",
"OGLE-BLG-RRLYR-08507\t0.689\t0.052\t0.757\t0.019\t1.714\t0.042\t6470\t100\t0.020\t0.088\t0.548\t0.099\t0.529\t0.028\t-0.800\t0.078\t\n",
"OGLE-BLG-RRLYR-08509\t0.636\t0.051\t0.719\t0.019\t1.616\t0.042\t6400\t100\t0.248\t0.087\t0.780\t0.099\t0.542\t0.028\t-0.597\t0.078\t\n",
"OGLE-BLG-RRLYR-08524\t0.705\t0.052\t0.729\t0.019\t1.639\t0.042\t6400\t100\t0.191\t0.088\t0.743\t0.099\t0.552\t0.028\t-0.666\t0.079\t\n",
"OGLE-BLG-RRLYR-08529\t0.698\t0.052\t0.730\t0.020\t1.556\t0.042\t6100\t100\t0.314\t0.088\t0.939\t0.099\t0.626\t0.029\t-0.649\t0.080\t\n",
"OGLE-BLG-RRLYR-08530\t0.602\t0.051\t0.721\t0.019\t1.654\t0.042\t6530\t100\t0.171\t0.087\t0.671\t0.099\t0.509\t0.028\t-0.619\t0.078\t\n",
"OGLE-BLG-RRLYR-08533\t0.576\t0.053\t0.729\t0.020\t1.697\t0.043\t6630\t100\t0.056\t0.088\t0.55\t0.10\t0.493\t0.029\t-0.703\t0.081\t\n",
"OGLE-BLG-RRLYR-08537\t0.616\t0.051\t0.706\t0.019\t1.592\t0.042\t6410\t100\t0.289\t0.087\t0.843\t0.099\t0.548\t0.028\t-0.566\t0.077\t\n",
"OGLE-BLG-RRLYR-08539\t0.551\t0.052\t0.681\t0.019\t1.642\t0.042\t6791\t99\t0.219\t0.088\t0.685\t0.099\t0.457\t0.028\t-0.486\t0.079\t\n",
"OGLE-BLG-RRLYR-08545\t0.589\t0.050\t0.677\t0.019\t1.511\t0.042\t6310\t100\t0.444\t0.087\t1.019\t0.099\t0.575\t0.028\t-0.444\t0.078\t\n",
"OGLE-BLG-RRLYR-08546\t0.727\t0.050\t0.792\t0.019\t1.720\t0.042\t6260\t100\t-0.010\t0.087\t0.562\t0.098\t0.574\t0.028\t-0.902\t0.077\t\n",
"OGLE-BLG-RRLYR-08553\t0.630\t0.051\t0.714\t0.019\t1.643\t0.042\t6533\t99\t0.203\t0.087\t0.703\t0.099\t0.509\t0.028\t-0.593\t0.078\t\n",
"OGLE-BLG-RRLYR-08562\t0.738\t0.051\t0.886\t0.019\t1.855\t0.043\t6066\t99\t-0.402\t0.089\t0.23\t0.10\t0.627\t0.028\t-1.376\t0.078\t\n",
"OGLE-BLG-RRLYR-08566\t0.574\t0.063\t0.699\t0.022\t1.685\t0.045\t6800\t100\t0.129\t0.091\t0.59\t0.10\t0.452\t0.029\t-0.568\t0.084\t\n",
"OGLE-BLG-RRLYR-08568\t0.606\t0.051\t0.708\t0.019\t1.609\t0.042\t6450\t100\t0.270\t0.087\t0.791\t0.099\t0.528\t0.028\t-0.557\t0.078\t\n",
"OGLE-BLG-RRLYR-08574\t0.612\t0.051\t0.802\t0.019\t1.587\t0.042\t5750\t100\t0.174\t0.088\t0.89\t0.10\t0.709\t0.028\t-0.915\t0.078\t\n",
"OGLE-BLG-RRLYR-08575\t0.655\t0.053\t0.768\t0.022\t1.694\t0.047\t6330\t110\t0.066\t0.095\t0.61\t0.11\t0.551\t0.031\t-0.792\t0.084\t\n",
"OGLE-BLG-RRLYR-08579\t0.570\t0.051\t0.678\t0.019\t1.604\t0.042\t6680\t100\t0.322\t0.088\t0.808\t0.099\t0.478\t0.028\t-0.426\t0.079\t\n",
"OGLE-BLG-RRLYR-08581\t0.729\t0.051\t0.731\t0.019\t1.623\t0.042\t6337\t99\t0.215\t0.087\t0.789\t0.099\t0.571\t0.028\t-0.669\t0.078\t\n",
"OGLE-BLG-RRLYR-08582\t0.639\t0.050\t0.718\t0.019\t1.617\t0.042\t6401\t99\t0.236\t0.087\t0.775\t0.099\t0.545\t0.028\t-0.612\t0.077\t\n",
"OGLE-BLG-RRLYR-08587\t0.728\t0.050\t0.748\t0.019\t1.581\t0.041\t6080\t100\t0.257\t0.087\t0.891\t0.098\t0.632\t0.028\t-0.720\t0.077\t\n",
"OGLE-BLG-RRLYR-08599\t0.601\t0.050\t0.688\t0.019\t1.627\t0.042\t6680\t100\t0.252\t0.087\t0.741\t0.098\t0.482\t0.028\t-0.493\t0.077\t\n",
"OGLE-BLG-RRLYR-08603\t0.661\t0.050\t0.722\t0.019\t1.626\t0.042\t6410\t100\t0.210\t0.087\t0.756\t0.099\t0.545\t0.028\t-0.639\t0.077\t\n",
"OGLE-BLG-RRLYR-08606\t0.681\t0.050\t0.738\t0.019\t1.592\t0.042\t6180\t99\t0.269\t0.087\t0.852\t0.099\t0.594\t0.028\t-0.662\t0.077\t\n",
"OGLE-BLG-RRLYR-08607\t0.642\t0.052\t0.728\t0.020\t1.644\t0.043\t6420\t100\t0.203\t0.089\t0.72\t0.10\t0.529\t0.028\t-0.624\t0.079\t\n",
"OGLE-BLG-RRLYR-08613\t0.648\t0.062\t0.723\t0.021\t1.735\t0.044\t6800\t100\t0.023\t0.092\t0.48\t0.10\t0.454\t0.028\t-0.680\t0.085\t\n",
"OGLE-BLG-RRLYR-08618\t0.693\t0.051\t0.728\t0.019\t1.657\t0.042\t6460\t100\t0.166\t0.087\t0.694\t0.099\t0.530\t0.028\t-0.660\t0.078\t\n",
"OGLE-BLG-RRLYR-08619\t0.679\t0.050\t0.740\t0.019\t1.603\t0.042\t6211\t99\t0.235\t0.087\t0.819\t0.099\t0.589\t0.028\t-0.678\t0.077\t\n",
"OGLE-BLG-RRLYR-08625\t0.662\t0.050\t0.785\t0.019\t1.598\t0.042\t5912\t99\t0.159\t0.087\t0.837\t0.099\t0.675\t0.028\t-0.877\t0.077\t\n",
"OGLE-BLG-RRLYR-08630\t0.742\t0.051\t0.776\t0.019\t1.686\t0.042\t6230\t100\t0.047\t0.088\t0.634\t0.099\t0.589\t0.028\t-0.869\t0.079\t\n",
"OGLE-BLG-RRLYR-08650\t0.694\t0.050\t0.768\t0.019\t1.610\t0.041\t6040\t100\t0.159\t0.087\t0.800\t0.098\t0.640\t0.028\t-0.820\t0.077\t\n",
"OGLE-BLG-RRLYR-08654\t0.687\t0.050\t0.737\t0.019\t1.603\t0.042\t6210\t100\t0.223\t0.087\t0.821\t0.098\t0.597\t0.028\t-0.700\t0.078\t\n",
"OGLE-BLG-RRLYR-08659\t0.553\t0.058\t0.677\t0.021\t1.635\t0.043\t6800\t110\t0.239\t0.090\t0.70\t0.10\t0.459\t0.030\t-0.472\t0.084\t\n",
"OGLE-BLG-RRLYR-08664\t0.561\t0.051\t0.679\t0.019\t1.574\t0.042\t6537\t99\t0.355\t0.087\t0.871\t0.099\t0.513\t0.028\t-0.435\t0.077\t\n",
"OGLE-BLG-RRLYR-08665\t0.654\t0.050\t0.751\t0.019\t1.553\t0.042\t5982\t99\t0.289\t0.087\t0.943\t0.099\t0.656\t0.028\t-0.723\t0.077\t\n",
"OGLE-BLG-RRLYR-08670\t0.677\t0.051\t0.741\t0.019\t1.694\t0.042\t6520\t100\t0.085\t0.087\t0.586\t0.099\t0.513\t0.028\t-0.711\t0.078\t\n",
"OGLE-BLG-RRLYR-08675\t0.519\t0.052\t0.672\t0.020\t1.570\t0.043\t6600\t100\t0.338\t0.088\t0.851\t0.099\t0.502\t0.028\t-0.439\t0.079\t\n",
"OGLE-BLG-RRLYR-08687\t0.619\t0.050\t0.702\t0.019\t1.550\t0.042\t6290\t100\t0.329\t0.087\t0.913\t0.099\t0.577\t0.028\t-0.569\t0.077\t\n",
"OGLE-BLG-RRLYR-08697\t0.600\t0.052\t0.681\t0.019\t1.626\t0.042\t6720\t100\t0.256\t0.087\t0.747\t0.098\t0.475\t0.028\t-0.480\t0.078\t\n",
"OGLE-BLG-RRLYR-08699\t0.740\t0.052\t0.817\t0.019\t1.730\t0.042\t6110\t100\t-0.080\t0.088\t0.529\t0.099\t0.615\t0.028\t-1.029\t0.079\t\n",
"OGLE-BLG-RRLYR-08706\t0.701\t0.050\t0.797\t0.019\t1.701\t0.042\t6150\t99\t-0.026\t0.087\t0.586\t0.099\t0.610\t0.028\t-0.962\t0.078\t\n",
"OGLE-BLG-RRLYR-08717\t0.643\t0.051\t0.752\t0.019\t1.598\t0.042\t6110\t100\t0.190\t0.087\t0.814\t0.098\t0.622\t0.029\t-0.762\t0.078\t\n",
"OGLE-BLG-RRLYR-08719\t0.596\t0.050\t0.700\t0.019\t1.609\t0.042\t6510\t100\t0.302\t0.087\t0.808\t0.098\t0.513\t0.028\t-0.502\t0.077\t\n",
"OGLE-BLG-RRLYR-08723\t0.650\t0.059\t0.743\t0.021\t1.693\t0.044\t6500\t100\t0.069\t0.091\t0.58\t0.10\t0.520\t0.029\t-0.737\t0.085\t\n",
"OGLE-BLG-RRLYR-08728\t0.562\t0.052\t0.714\t0.020\t1.692\t0.042\t6730\t100\t0.114\t0.087\t0.588\t0.098\t0.464\t0.028\t-0.605\t0.079\t\n",
"OGLE-BLG-RRLYR-08729\t0.724\t0.052\t0.856\t0.019\t1.864\t0.042\t6310\t100\t-0.408\t0.088\t0.160\t0.099\t0.565\t0.028\t-1.282\t0.080\t\n",
"OGLE-BLG-RRLYR-08735\t0.647\t0.050\t0.731\t0.019\t1.619\t0.042\t6328\t99\t0.234\t0.087\t0.782\t0.099\t0.557\t0.028\t-0.638\t0.077\t\n",
"OGLE-BLG-RRLYR-08738\t0.606\t0.052\t0.699\t0.020\t1.651\t0.042\t6660\t100\t0.220\t0.087\t0.685\t0.099\t0.475\t0.028\t-0.526\t0.078\t\n",
"OGLE-BLG-RRLYR-08739\t0.546\t0.051\t0.667\t0.019\t1.630\t0.042\t6840\t100\t0.294\t0.087\t0.738\t0.099\t0.437\t0.028\t-0.389\t0.078\t\n",
"OGLE-BLG-RRLYR-08740\t0.753\t0.051\t0.753\t0.019\t1.675\t0.042\t6340\t100\t0.112\t0.088\t0.66\t0.10\t0.560\t0.028\t-0.759\t0.078\t\n",
"OGLE-BLG-RRLYR-08742\t0.615\t0.052\t0.712\t0.019\t1.639\t0.042\t6530\t100\t0.207\t0.087\t0.708\t0.099\t0.510\t0.028\t-0.586\t0.078\t\n",
"OGLE-BLG-RRLYR-08744\t0.636\t0.051\t0.790\t0.019\t1.800\t0.042\t6550\t100\t-0.192\t0.088\t0.329\t0.099\t0.513\t0.028\t-0.982\t0.078\t\n",
"OGLE-BLG-RRLYR-08746\t0.626\t0.050\t0.718\t0.019\t1.576\t0.042\t6270\t100\t0.323\t0.087\t0.890\t0.098\t0.574\t0.028\t-0.571\t0.077\t\n",
"OGLE-BLG-RRLYR-08752\t0.694\t0.051\t0.752\t0.019\t1.692\t0.042\t6434\t99\t0.079\t0.087\t0.599\t0.099\t0.533\t0.028\t-0.752\t0.077\t\n",
"OGLE-BLG-RRLYR-08755\t0.651\t0.052\t0.744\t0.020\t1.560\t0.042\t6030\t110\t0.276\t0.087\t0.930\t0.099\t0.645\t0.030\t-0.712\t0.079\t\n",
"OGLE-BLG-RRLYR-08756\t0.671\t0.050\t0.741\t0.019\t1.634\t0.042\t6307\t99\t0.205\t0.087\t0.752\t0.099\t0.559\t0.028\t-0.670\t0.077\t\n",
"OGLE-BLG-RRLYR-08760\t0.638\t0.050\t0.737\t0.019\t1.598\t0.042\t6218\t99\t0.246\t0.087\t0.823\t0.099\t0.585\t0.028\t-0.670\t0.077\t\n",
"OGLE-BLG-RRLYR-08764\t0.638\t0.051\t0.716\t0.019\t1.690\t0.042\t6700\t100\t0.120\t0.087\t0.610\t0.099\t0.479\t0.028\t-0.623\t0.078\t\n",
"OGLE-BLG-RRLYR-08766\t0.703\t0.051\t0.736\t0.019\t1.627\t0.042\t6300\t100\t0.202\t0.087\t0.776\t0.098\t0.573\t0.028\t-0.689\t0.079\t\n",
"OGLE-BLG-RRLYR-08768\t0.713\t0.051\t0.753\t0.019\t1.645\t0.042\t6240\t100\t0.139\t0.088\t0.723\t0.099\t0.586\t0.028\t-0.769\t0.078\t\n",
"OGLE-BLG-RRLYR-08771\t0.726\t0.051\t0.762\t0.019\t1.641\t0.042\t6180\t100\t0.138\t0.087\t0.744\t0.098\t0.606\t0.028\t-0.801\t0.078\t\n",
"OGLE-BLG-RRLYR-08778\t0.688\t0.059\t0.728\t0.021\t1.677\t0.044\t6560\t100\t0.120\t0.091\t0.64\t0.10\t0.514\t0.029\t-0.676\t0.083\t\n",
"OGLE-BLG-RRLYR-08780\t0.751\t0.052\t0.772\t0.019\t1.626\t0.042\t6050\t100\t0.144\t0.087\t0.777\t0.098\t0.635\t0.028\t-0.834\t0.078\t\n",
"OGLE-BLG-RRLYR-08781\t0.602\t0.051\t0.709\t0.019\t1.626\t0.042\t6500\t100\t0.238\t0.087\t0.746\t0.099\t0.516\t0.028\t-0.567\t0.078\t\n",
"OGLE-BLG-RRLYR-08789\t0.697\t0.050\t0.742\t0.019\t1.637\t0.042\t6310\t100\t0.207\t0.087\t0.757\t0.099\t0.561\t0.028\t-0.668\t0.078\t\n",
"OGLE-BLG-RRLYR-08793\t0.599\t0.051\t0.724\t0.019\t1.703\t0.042\t6677\t99\t0.065\t0.087\t0.550\t0.099\t0.480\t0.028\t-0.679\t0.077\t\n",
"OGLE-BLG-RRLYR-08795\t0.722\t0.050\t0.750\t0.019\t1.648\t0.042\t6280\t100\t0.139\t0.087\t0.730\t0.099\t0.582\t0.028\t-0.765\t0.078\t\n",
"OGLE-BLG-RRLYR-08796\t0.695\t0.050\t0.775\t0.019\t1.671\t0.041\t6190\t100\t0.058\t0.087\t0.651\t0.098\t0.595\t0.028\t-0.857\t0.077\t\n",
"OGLE-BLG-RRLYR-08797\t0.610\t0.051\t0.715\t0.019\t1.617\t0.042\t6430\t100\t0.260\t0.087\t0.774\t0.099\t0.529\t0.028\t-0.571\t0.078\t\n",
"OGLE-BLG-RRLYR-08810\t0.695\t0.052\t0.771\t0.020\t1.554\t0.042\t5830\t100\t0.257\t0.088\t0.95\t0.10\t0.698\t0.028\t-0.810\t0.079\t\n",
"OGLE-BLG-RRLYR-08812\t0.707\t0.051\t0.755\t0.019\t1.682\t0.042\t6360\t100\t0.082\t0.087\t0.630\t0.099\t0.555\t0.028\t-0.780\t0.078\t\n",
"OGLE-BLG-RRLYR-08814\t0.582\t0.059\t0.701\t0.021\t1.620\t0.044\t6540\t100\t0.243\t0.090\t0.75\t0.10\t0.511\t0.028\t-0.553\t0.082\t\n",
"OGLE-BLG-RRLYR-08823\t0.634\t0.051\t0.712\t0.019\t1.641\t0.042\t6560\t100\t0.196\t0.087\t0.712\t0.099\t0.513\t0.028\t-0.596\t0.078\t\n",
"OGLE-BLG-RRLYR-08830\t0.758\t0.050\t0.767\t0.019\t1.604\t0.041\t6000\t100\t0.201\t0.087\t0.849\t0.098\t0.648\t0.028\t-0.797\t0.077\t\n",
"OGLE-BLG-RRLYR-08831\t0.550\t0.053\t0.664\t0.020\t1.656\t0.043\t6960\t100\t0.236\t0.088\t0.63\t0.10\t0.403\t0.028\t-0.393\t0.079\t\n",
"OGLE-BLG-RRLYR-08839\t0.658\t0.050\t0.725\t0.019\t1.618\t0.042\t6367\t99\t0.261\t0.087\t0.798\t0.099\t0.547\t0.028\t-0.596\t0.077\t\n",
"OGLE-BLG-RRLYR-08848\t0.641\t0.050\t0.742\t0.019\t1.667\t0.042\t6440\t100\t0.131\t0.088\t0.64\t0.10\t0.519\t0.028\t-0.680\t0.077\t\n",
"OGLE-BLG-RRLYR-08853\t0.595\t0.050\t0.698\t0.019\t1.647\t0.042\t6680\t100\t0.196\t0.087\t0.694\t0.099\t0.484\t0.028\t-0.553\t0.077\t\n",
"OGLE-BLG-RRLYR-08860\t0.706\t0.051\t0.744\t0.019\t1.680\t0.042\t6440\t100\t0.097\t0.087\t0.635\t0.099\t0.539\t0.028\t-0.737\t0.078\t\n",
"OGLE-BLG-RRLYR-08867\t0.722\t0.049\t0.757\t0.019\t1.537\t0.041\t5870\t100\t0.322\t0.087\t1.008\t0.098\t0.686\t0.028\t-0.730\t0.077\t\n",
"OGLE-BLG-RRLYR-08870\t0.643\t0.050\t0.752\t0.019\t1.699\t0.042\t6458\t99\t0.076\t0.087\t0.589\t0.099\t0.522\t0.028\t-0.733\t0.077\t\n",
"OGLE-BLG-RRLYR-08872\t0.575\t0.050\t0.706\t0.019\t1.601\t0.042\t6445\t99\t0.284\t0.087\t0.804\t0.099\t0.529\t0.028\t-0.547\t0.077\t\n",
"OGLE-BLG-RRLYR-08881\t0.620\t0.050\t0.751\t0.019\t1.674\t0.042\t6380\t100\t0.068\t0.087\t0.621\t0.099\t0.552\t0.028\t-0.780\t0.078\t\n",
"OGLE-BLG-RRLYR-08885\t0.580\t0.052\t0.696\t0.019\t1.636\t0.042\t6640\t100\t0.223\t0.087\t0.716\t0.099\t0.488\t0.028\t-0.532\t0.078\t\n",
"OGLE-BLG-RRLYR-08886\t0.657\t0.051\t0.720\t0.019\t1.670\t0.042\t6596\t99\t0.142\t0.087\t0.648\t0.099\t0.503\t0.028\t-0.638\t0.077\t\n",
"OGLE-BLG-RRLYR-08887\t0.570\t0.051\t0.688\t0.019\t1.641\t0.042\t6741\t99\t0.226\t0.087\t0.701\t0.099\t0.468\t0.028\t-0.498\t0.077\t\n",
"OGLE-BLG-RRLYR-08888\t0.651\t0.054\t0.723\t0.020\t1.689\t0.043\t6650\t100\t0.110\t0.089\t0.60\t0.10\t0.489\t0.029\t-0.649\t0.080\t\n",
"OGLE-BLG-RRLYR-08890\t0.578\t0.055\t0.692\t0.020\t1.573\t0.042\t6420\t100\t0.319\t0.088\t0.864\t0.099\t0.543\t0.028\t-0.523\t0.080\t\n",
"OGLE-BLG-RRLYR-08894\t0.753\t0.050\t0.760\t0.019\t1.584\t0.042\t5974\t99\t0.305\t0.087\t0.930\t0.098\t0.643\t0.028\t-0.728\t0.077\t\n",
"OGLE-BLG-RRLYR-08897\t0.666\t0.051\t0.740\t0.019\t1.614\t0.042\t6230\t100\t0.208\t0.087\t0.795\t0.099\t0.585\t0.028\t-0.703\t0.079\t\n",
"OGLE-BLG-RRLYR-08913\t0.636\t0.051\t0.736\t0.019\t1.564\t0.042\t6080\t100\t0.280\t0.087\t0.907\t0.098\t0.627\t0.028\t-0.693\t0.079\t\n",
"OGLE-BLG-RRLYR-08921\t0.680\t0.051\t0.724\t0.019\t1.632\t0.042\t6410\t100\t0.195\t0.087\t0.754\t0.099\t0.549\t0.028\t-0.650\t0.078\t\n",
"OGLE-BLG-RRLYR-08922\t0.656\t0.050\t0.729\t0.019\t1.610\t0.042\t6310\t100\t0.256\t0.087\t0.810\t0.099\t0.564\t0.028\t-0.623\t0.077\t\n",
"OGLE-BLG-RRLYR-08925\t0.636\t0.051\t0.772\t0.019\t1.679\t0.042\t6250\t100\t0.049\t0.087\t0.621\t0.098\t0.578\t0.028\t-0.846\t0.078\t\n",
"OGLE-BLG-RRLYR-08926\t0.608\t0.052\t0.706\t0.020\t1.619\t0.042\t6510\t100\t0.288\t0.088\t0.79\t0.10\t0.508\t0.029\t-0.509\t0.079\t\n",
"OGLE-BLG-RRLYR-08935\t0.623\t0.050\t0.686\t0.019\t1.534\t0.042\t6360\t100\t0.376\t0.087\t0.941\t0.099\t0.559\t0.028\t-0.484\t0.077\t\n",
"OGLE-BLG-RRLYR-08936\t0.749\t0.050\t0.756\t0.019\t1.629\t0.042\t6166\t99\t0.183\t0.088\t0.77\t0.10\t0.598\t0.028\t-0.757\t0.077\t\n",
"OGLE-BLG-RRLYR-08940\t0.624\t0.053\t0.702\t0.019\t1.673\t0.042\t6750\t100\t0.159\t0.088\t0.634\t0.099\t0.468\t0.028\t-0.567\t0.079\t\n",
"OGLE-BLG-RRLYR-08941\t0.634\t0.051\t0.751\t0.019\t1.703\t0.042\t6501\t99\t0.029\t0.087\t0.559\t0.099\t0.527\t0.028\t-0.784\t0.078\t\n",
"OGLE-BLG-RRLYR-08943\t0.702\t0.050\t0.827\t0.019\t1.762\t0.042\t6150\t100\t-0.161\t0.087\t0.442\t0.098\t0.606\t0.028\t-1.099\t0.077\t\n",
"OGLE-BLG-RRLYR-08952\t0.639\t0.051\t0.724\t0.019\t1.692\t0.042\t6650\t100\t0.091\t0.088\t0.589\t0.099\t0.491\t0.028\t-0.668\t0.078\t\n",
"OGLE-BLG-RRLYR-08954\t0.704\t0.055\t0.778\t0.020\t1.567\t0.042\t5830\t110\t0.237\t0.087\t0.935\t0.099\t0.695\t0.029\t-0.830\t0.080\t\n",
"OGLE-BLG-RRLYR-08957\t0.596\t0.050\t0.684\t0.019\t1.551\t0.042\t6440\t100\t0.403\t0.087\t0.952\t0.099\t0.541\t0.028\t-0.436\t0.077\t\n",
"OGLE-BLG-RRLYR-08966\t0.729\t0.050\t0.846\t0.019\t1.778\t0.042\t6097\t99\t-0.199\t0.087\t0.410\t0.099\t0.615\t0.028\t-1.150\t0.078\t\n",
"OGLE-BLG-RRLYR-08970\t0.678\t0.052\t0.766\t0.019\t1.792\t0.042\t6677\t99\t-0.129\t0.088\t0.35\t0.10\t0.479\t0.028\t-0.870\t0.078\t\n",
"OGLE-BLG-RRLYR-08972\t0.651\t0.051\t0.824\t0.019\t1.636\t0.042\t5760\t100\t0.083\t0.087\t0.796\t0.099\t0.708\t0.028\t-1.005\t0.078\t\n",
"OGLE-BLG-RRLYR-08981\t0.691\t0.052\t0.750\t0.019\t1.609\t0.042\t6140\t100\t0.195\t0.088\t0.805\t0.099\t0.610\t0.028\t-0.747\t0.079\t\n",
"OGLE-BLG-RRLYR-08982\t0.601\t0.051\t0.696\t0.020\t1.616\t0.043\t6570\t100\t0.284\t0.089\t0.76\t0.10\t0.492\t0.028\t-0.484\t0.079\t\n",
"OGLE-BLG-RRLYR-08983\t0.561\t0.051\t0.723\t0.019\t1.696\t0.042\t6650\t100\t0.069\t0.087\t0.556\t0.099\t0.483\t0.028\t-0.681\t0.078\t\n",
"OGLE-BLG-RRLYR-08987\t0.560\t0.050\t0.700\t0.019\t1.674\t0.042\t6760\t100\t0.138\t0.087\t0.605\t0.098\t0.462\t0.028\t-0.577\t0.077\t\n",
"OGLE-BLG-RRLYR-08988\t0.566\t0.051\t0.680\t0.019\t1.630\t0.042\t6755\t99\t0.240\t0.087\t0.716\t0.099\t0.468\t0.028\t-0.482\t0.077\t\n",
"OGLE-BLG-RRLYR-08989\t0.598\t0.051\t0.715\t0.019\t1.683\t0.042\t6680\t100\t0.107\t0.087\t0.606\t0.099\t0.483\t0.028\t-0.645\t0.079\t\n",
"OGLE-BLG-RRLYR-08990\t0.623\t0.051\t0.706\t0.019\t1.569\t0.042\t6310\t100\t0.316\t0.087\t0.887\t0.098\t0.570\t0.028\t-0.567\t0.078\t\n",
"OGLE-BLG-RRLYR-08992\t0.684\t0.050\t0.758\t0.019\t1.533\t0.041\t5860\t100\t0.317\t0.087\t1.010\t0.098\t0.690\t0.028\t-0.739\t0.077\t\n",
"OGLE-BLG-RRLYR-08994\t0.688\t0.052\t0.743\t0.019\t1.650\t0.042\t6353\t99\t0.143\t0.088\t0.706\t0.099\t0.564\t0.028\t-0.732\t0.078\t\n",
"OGLE-BLG-RRLYR-09000\t0.632\t0.051\t0.716\t0.019\t1.640\t0.042\t6507\t99\t0.220\t0.087\t0.728\t0.099\t0.515\t0.028\t-0.579\t0.078\t\n",
"OGLE-BLG-RRLYR-09002\t0.674\t0.051\t0.754\t0.019\t1.579\t0.042\t6030\t100\t0.229\t0.087\t0.873\t0.099\t0.643\t0.029\t-0.758\t0.079\t\n",
"OGLE-BLG-RRLYR-09005\t0.533\t0.051\t0.686\t0.019\t1.597\t0.042\t6580\t100\t0.272\t0.087\t0.792\t0.098\t0.506\t0.028\t-0.507\t0.078\t\n",
"OGLE-BLG-RRLYR-09007\t0.579\t0.051\t0.690\t0.019\t1.589\t0.042\t6510\t100\t0.310\t0.087\t0.833\t0.099\t0.521\t0.028\t-0.502\t0.078\t\n",
"OGLE-BLG-RRLYR-09015\t0.585\t0.051\t0.724\t0.019\t1.718\t0.042\t6740\t100\t0.042\t0.087\t0.513\t0.099\t0.466\t0.028\t-0.679\t0.079\t\n",
"OGLE-BLG-RRLYR-09019\t0.671\t0.050\t0.749\t0.019\t1.620\t0.042\t6198\t99\t0.174\t0.087\t0.771\t0.098\t0.597\t0.028\t-0.751\t0.077\t\n",
"OGLE-BLG-RRLYR-09020\t0.607\t0.052\t0.721\t0.019\t1.710\t0.042\t6725\t99\t0.065\t0.088\t0.538\t0.099\t0.469\t0.028\t-0.662\t0.078\t\n",
"OGLE-BLG-RRLYR-09021\t0.687\t0.051\t0.758\t0.019\t1.673\t0.042\t6310\t100\t0.085\t0.088\t0.64\t0.10\t0.566\t0.028\t-0.791\t0.078\t\n",
"OGLE-BLG-RRLYR-09022\t0.684\t0.050\t0.736\t0.019\t1.630\t0.042\t6330\t100\t0.237\t0.087\t0.775\t0.099\t0.553\t0.028\t-0.631\t0.078\t\n",
"OGLE-BLG-RRLYR-09024\t0.701\t0.050\t0.774\t0.019\t1.599\t0.041\t5960\t100\t0.188\t0.086\t0.855\t0.098\t0.662\t0.029\t-0.830\t0.077\t\n",
"OGLE-BLG-RRLYR-09032\t0.666\t0.052\t0.722\t0.019\t1.619\t0.042\t6390\t100\t0.226\t0.088\t0.781\t0.099\t0.554\t0.028\t-0.634\t0.079\t\n",
"OGLE-BLG-RRLYR-09034\t0.606\t0.062\t0.705\t0.021\t1.609\t0.044\t6490\t120\t0.239\t0.089\t0.77\t0.10\t0.530\t0.032\t-0.578\t0.085\t\n",
"OGLE-BLG-RRLYR-09035\t0.604\t0.050\t0.757\t0.019\t1.753\t0.042\t6630\t100\t-0.070\t0.087\t0.428\t0.099\t0.493\t0.028\t-0.829\t0.077\t\n",
"OGLE-BLG-RRLYR-09038\t0.581\t0.053\t0.722\t0.020\t1.695\t0.043\t6693\t99\t0.079\t0.089\t0.57\t0.10\t0.484\t0.028\t-0.668\t0.080\t\n",
"OGLE-BLG-RRLYR-09040\t0.573\t0.050\t0.674\t0.019\t1.605\t0.042\t6711\t99\t0.299\t0.087\t0.788\t0.098\t0.478\t0.028\t-0.440\t0.077\t\n",
"OGLE-BLG-RRLYR-09050\t0.750\t0.050\t0.789\t0.019\t1.661\t0.042\t6059\t99\t0.071\t0.087\t0.703\t0.098\t0.632\t0.028\t-0.902\t0.078\t\n",
"OGLE-BLG-RRLYR-09052\t0.607\t0.051\t0.690\t0.019\t1.627\t0.042\t6672\t99\t0.245\t0.087\t0.744\t0.099\t0.488\t0.028\t-0.510\t0.077\t\n",
"OGLE-BLG-RRLYR-09053\t0.657\t0.051\t0.851\t0.019\t1.758\t0.042\t5980\t100\t-0.181\t0.088\t0.45\t0.10\t0.639\t0.029\t-1.172\t0.079\t\n",
"OGLE-BLG-RRLYR-09054\t0.550\t0.054\t0.694\t0.020\t1.599\t0.043\t6520\t100\t0.301\t0.088\t0.81\t0.10\t0.512\t0.029\t-0.500\t0.080\t\n",
"OGLE-BLG-RRLYR-09057\t0.678\t0.050\t0.753\t0.019\t1.595\t0.041\t6090\t100\t0.200\t0.087\t0.827\t0.098\t0.626\t0.028\t-0.762\t0.077\t\n",
"OGLE-BLG-RRLYR-09058\t0.639\t0.050\t0.739\t0.019\t1.628\t0.042\t6298\t99\t0.195\t0.087\t0.749\t0.099\t0.563\t0.028\t-0.687\t0.077\t\n",
"OGLE-BLG-RRLYR-09059\t0.673\t0.055\t0.736\t0.020\t1.701\t0.043\t6570\t100\t0.070\t0.089\t0.57\t0.10\t0.503\t0.028\t-0.711\t0.080\t\n",
"OGLE-BLG-RRLYR-09060\t0.546\t0.050\t0.659\t0.019\t1.585\t0.042\t6730\t100\t0.388\t0.088\t0.845\t0.099\t0.456\t0.028\t-0.327\t0.078\t\n",
"OGLE-BLG-RRLYR-09061\t0.592\t0.050\t0.711\t0.019\t1.683\t0.042\t6718\t99\t0.123\t0.087\t0.601\t0.099\t0.471\t0.028\t-0.605\t0.077\t\n",
"OGLE-BLG-RRLYR-09072\t0.597\t0.055\t0.714\t0.020\t1.680\t0.043\t6650\t100\t0.116\t0.089\t0.58\t0.10\t0.480\t0.028\t-0.632\t0.080\t\n",
"OGLE-BLG-RRLYR-09073\t0.614\t0.050\t0.736\t0.019\t1.549\t0.042\t6069\t99\t0.310\t0.087\t0.942\t0.099\t0.634\t0.028\t-0.673\t0.078\t\n",
"OGLE-BLG-RRLYR-09075\t0.654\t0.050\t0.728\t0.019\t1.635\t0.042\t6410\t99\t0.237\t0.087\t0.759\t0.098\t0.534\t0.028\t-0.601\t0.077\t\n",
"OGLE-BLG-RRLYR-09078\t0.708\t0.051\t0.785\t0.019\t1.691\t0.042\t6200\t100\t0.023\t0.088\t0.60\t0.10\t0.589\t0.028\t-0.886\t0.078\t\n",
"OGLE-BLG-RRLYR-09079\t0.588\t0.050\t0.716\t0.019\t1.568\t0.043\t6270\t100\t0.321\t0.088\t0.88\t0.10\t0.572\t0.028\t-0.577\t0.077\t\n",
"OGLE-BLG-RRLYR-09085\t0.658\t0.051\t0.788\t0.019\t1.678\t0.042\t6140\t100\t0.017\t0.087\t0.629\t0.098\t0.610\t0.028\t-0.920\t0.078\t\n",
"OGLE-BLG-RRLYR-09090\t0.621\t0.051\t0.719\t0.019\t1.635\t0.042\t6470\t100\t0.195\t0.087\t0.720\t0.099\t0.530\t0.028\t-0.628\t0.078\t\n",
"OGLE-BLG-RRLYR-09092\t0.738\t0.050\t0.753\t0.019\t1.642\t0.042\t6234\t99\t0.155\t0.087\t0.741\t0.099\t0.590\t0.028\t-0.762\t0.078\t\n",
"OGLE-BLG-RRLYR-09096\t0.717\t0.051\t0.728\t0.019\t1.629\t0.042\t6375\t99\t0.207\t0.087\t0.776\t0.099\t0.561\t0.028\t-0.664\t0.078\t\n",
"OGLE-BLG-RRLYR-09097\t0.654\t0.050\t0.854\t0.019\t1.778\t0.042\t6030\t100\t-0.219\t0.087\t0.405\t0.099\t0.627\t0.028\t-1.193\t0.077\t\n",
"OGLE-BLG-RRLYR-09098\t0.540\t0.050\t0.704\t0.019\t1.566\t0.042\t6358\t99\t0.331\t0.088\t0.874\t0.099\t0.550\t0.028\t-0.536\t0.077\t\n",
"OGLE-BLG-RRLYR-09100\t0.737\t0.050\t0.772\t0.019\t1.695\t0.042\t6303\t99\t0.081\t0.087\t0.619\t0.099\t0.554\t0.028\t-0.787\t0.077\t\n",
"OGLE-BLG-RRLYR-09101\t0.572\t0.051\t0.697\t0.019\t1.682\t0.042\t6800\t100\t0.164\t0.087\t0.606\t0.099\t0.445\t0.028\t-0.528\t0.078\t\n",
"OGLE-BLG-RRLYR-09107\t0.579\t0.051\t0.704\t0.019\t1.638\t0.042\t6603\t99\t0.198\t0.087\t0.704\t0.099\t0.501\t0.028\t-0.576\t0.078\t\n",
"OGLE-BLG-RRLYR-09115\t0.689\t0.050\t0.761\t0.019\t1.730\t0.041\t6510\t100\t-0.009\t0.087\t0.523\t0.098\t0.522\t0.028\t-0.820\t0.077\t\n",
"OGLE-BLG-RRLYR-09116\t0.698\t0.052\t0.814\t0.019\t1.806\t0.042\t6400\t100\t-0.221\t0.088\t0.341\t0.099\t0.552\t0.028\t-1.067\t0.079\t\n",
"OGLE-BLG-RRLYR-09118\t0.642\t0.051\t0.728\t0.019\t1.600\t0.042\t6270\t100\t0.254\t0.087\t0.822\t0.098\t0.574\t0.028\t-0.635\t0.078\t\n",
"OGLE-BLG-RRLYR-09119\t0.554\t0.054\t0.682\t0.020\t1.616\t0.043\t6670\t100\t0.274\t0.088\t0.76\t0.10\t0.480\t0.028\t-0.469\t0.080\t\n",
"OGLE-BLG-RRLYR-09120\t0.609\t0.052\t0.696\t0.019\t1.619\t0.042\t6580\t100\t0.285\t0.087\t0.783\t0.099\t0.500\t0.028\t-0.495\t0.078\t\n",
"OGLE-BLG-RRLYR-09123\t0.662\t0.051\t0.730\t0.019\t1.636\t0.042\t6411\t99\t0.180\t0.087\t0.734\t0.099\t0.551\t0.028\t-0.673\t0.077\t\n",
"OGLE-BLG-RRLYR-09124\t0.617\t0.052\t0.708\t0.019\t1.636\t0.042\t6560\t100\t0.201\t0.088\t0.720\t0.099\t0.512\t0.028\t-0.590\t0.078\t\n",
"OGLE-BLG-RRLYR-09125\t0.602\t0.050\t0.723\t0.019\t1.629\t0.042\t6420\t100\t0.198\t0.087\t0.730\t0.098\t0.538\t0.028\t-0.636\t0.078\t\n",
"OGLE-BLG-RRLYR-09127\t0.644\t0.050\t0.723\t0.019\t1.622\t0.042\t6390\t100\t0.241\t0.087\t0.769\t0.099\t0.541\t0.028\t-0.604\t0.078\t\n",
"OGLE-BLG-RRLYR-09129\t0.596\t0.053\t0.722\t0.019\t1.699\t0.042\t6670\t100\t0.069\t0.088\t0.54\t0.10\t0.479\t0.028\t-0.673\t0.078\t\n",
"OGLE-BLG-RRLYR-09130\t0.543\t0.051\t0.771\t0.019\t1.607\t0.043\t6030\t100\t0.129\t0.088\t0.77\t0.10\t0.644\t0.028\t-0.864\t0.078\t\n",
"OGLE-BLG-RRLYR-09135\t0.596\t0.051\t0.678\t0.019\t1.536\t0.042\t6390\t100\t0.417\t0.087\t0.967\t0.099\t0.549\t0.028\t-0.436\t0.078\t\n",
"OGLE-BLG-RRLYR-09138\t0.541\t0.050\t0.664\t0.019\t1.569\t0.042\t6635\t99\t0.366\t0.087\t0.874\t0.098\t0.494\t0.028\t-0.403\t0.077\t\n",
"OGLE-BLG-RRLYR-09139\t0.648\t0.053\t0.752\t0.019\t1.756\t0.042\t6685\t99\t-0.056\t0.088\t0.43\t0.10\t0.485\t0.028\t-0.804\t0.079\t\n",
"OGLE-BLG-RRLYR-09140\t0.535\t0.049\t0.729\t0.019\t1.746\t0.041\t6817\t99\t-0.029\t0.087\t0.425\t0.098\t0.452\t0.028\t-0.731\t0.077\t\n",
"OGLE-BLG-RRLYR-09144\t0.618\t0.051\t0.714\t0.019\t1.655\t0.042\t6580\t100\t0.196\t0.087\t0.699\t0.098\t0.500\t0.028\t-0.583\t0.078\t\n",
"OGLE-BLG-RRLYR-09145\t0.644\t0.050\t0.727\t0.019\t1.690\t0.042\t6622\t99\t0.093\t0.087\t0.596\t0.099\t0.496\t0.028\t-0.672\t0.077\t\n",
"OGLE-BLG-RRLYR-09147\t0.630\t0.052\t0.719\t0.019\t1.703\t0.042\t6720\t100\t0.080\t0.088\t0.559\t0.099\t0.471\t0.028\t-0.652\t0.079\t\n",
"OGLE-BLG-RRLYR-09154\t0.592\t0.050\t0.758\t0.019\t1.560\t0.043\t5976\t99\t0.257\t0.089\t0.93\t0.10\t0.668\t0.028\t-0.766\t0.078\t\n",
"OGLE-BLG-RRLYR-09157\t0.586\t0.052\t0.713\t0.019\t1.747\t0.042\t6920\t100\t0.010\t0.088\t0.441\t0.099\t0.423\t0.028\t-0.634\t0.078\t\n",
"OGLE-BLG-RRLYR-09161\t0.618\t0.052\t0.719\t0.019\t1.695\t0.042\t6710\t100\t0.093\t0.088\t0.582\t0.099\t0.481\t0.028\t-0.649\t0.079\t\n",
"OGLE-BLG-RRLYR-09162\t0.676\t0.050\t0.750\t0.019\t1.565\t0.041\t6010\t100\t0.259\t0.087\t0.909\t0.098\t0.650\t0.028\t-0.741\t0.077\t\n",
"OGLE-BLG-RRLYR-09175\t0.628\t0.050\t0.745\t0.019\t1.528\t0.042\t5930\t100\t0.316\t0.087\t1.000\t0.098\t0.675\t0.028\t-0.712\t0.078\t\n",
"OGLE-BLG-RRLYR-09179\t0.644\t0.050\t0.738\t0.019\t1.599\t0.042\t6235\t99\t0.257\t0.087\t0.831\t0.099\t0.583\t0.028\t-0.652\t0.077\t\n",
"OGLE-BLG-RRLYR-09183\t0.584\t0.051\t0.740\t0.019\t1.738\t0.042\t6670\t100\t-0.026\t0.088\t0.453\t0.099\t0.478\t0.028\t-0.765\t0.078\t\n",
"OGLE-BLG-RRLYR-09184\t0.652\t0.051\t0.727\t0.019\t1.659\t0.042\t6497\t99\t0.161\t0.087\t0.667\t0.099\t0.519\t0.028\t-0.648\t0.078\t\n",
"OGLE-BLG-RRLYR-09188\t0.642\t0.051\t0.701\t0.019\t1.604\t0.042\t6490\t100\t0.319\t0.088\t0.827\t0.099\t0.520\t0.028\t-0.494\t0.078\t\n",
"OGLE-BLG-RRLYR-09190\t0.635\t0.051\t0.751\t0.019\t1.688\t0.042\t6447\t99\t0.049\t0.087\t0.593\t0.099\t0.540\t0.028\t-0.784\t0.077\t\n",
"OGLE-BLG-RRLYR-09193\t0.538\t0.049\t0.652\t0.019\t1.589\t0.042\t6760\t100\t0.322\t0.087\t0.794\t0.099\t0.457\t0.028\t-0.391\t0.077\t\n",
"OGLE-BLG-RRLYR-09195\t0.743\t0.050\t0.827\t0.019\t1.752\t0.042\t6100\t100\t-0.143\t0.087\t0.485\t0.099\t0.622\t0.028\t-1.102\t0.077\t\n",
"OGLE-BLG-RRLYR-09196\t0.540\t0.050\t0.686\t0.019\t1.533\t0.042\t6370\t100\t0.399\t0.088\t0.946\t0.099\t0.550\t0.028\t-0.457\t0.077\t\n",
"OGLE-BLG-RRLYR-09197\t0.633\t0.050\t0.751\t0.019\t1.619\t0.042\t6200\t99\t0.192\t0.087\t0.784\t0.099\t0.594\t0.028\t-0.725\t0.077\t\n",
"OGLE-BLG-RRLYR-09203\t0.747\t0.053\t0.810\t0.020\t1.633\t0.042\t5830\t100\t0.093\t0.088\t0.783\t0.099\t0.690\t0.029\t-0.966\t0.080\t\n",
"OGLE-BLG-RRLYR-09204\t0.592\t0.050\t0.758\t0.019\t1.688\t0.042\t6390\t100\t0.043\t0.088\t0.57\t0.10\t0.532\t0.028\t-0.792\t0.077\t\n",
"OGLE-BLG-RRLYR-09211\t0.704\t0.052\t0.723\t0.020\t1.597\t0.043\t6280\t100\t0.268\t0.089\t0.83\t0.10\t0.575\t0.028\t-0.626\t0.079\t\n",
"OGLE-BLG-RRLYR-09215\t0.593\t0.051\t0.682\t0.019\t1.621\t0.042\t6710\t100\t0.264\t0.088\t0.752\t0.099\t0.479\t0.028\t-0.477\t0.078\t\n",
"OGLE-BLG-RRLYR-09218\t0.657\t0.051\t0.756\t0.019\t1.614\t0.041\t6130\t100\t0.166\t0.087\t0.782\t0.098\t0.614\t0.029\t-0.779\t0.078\t\n",
"OGLE-BLG-RRLYR-09219\t0.630\t0.050\t0.741\t0.019\t1.615\t0.042\t6247\t99\t0.202\t0.087\t0.776\t0.099\t0.577\t0.028\t-0.697\t0.077\t\n",
"OGLE-BLG-RRLYR-09220\t0.689\t0.050\t0.740\t0.019\t1.662\t0.042\t6420\t100\t0.178\t0.087\t0.689\t0.099\t0.526\t0.028\t-0.649\t0.077\t\n",
"OGLE-BLG-RRLYR-09222\t0.639\t0.051\t0.710\t0.019\t1.582\t0.042\t6340\t100\t0.330\t0.087\t0.884\t0.098\t0.558\t0.028\t-0.538\t0.078\t\n",
"OGLE-BLG-RRLYR-09223\t0.581\t0.052\t0.687\t0.020\t1.660\t0.042\t6800\t100\t0.198\t0.088\t0.658\t0.099\t0.452\t0.028\t-0.500\t0.079\t\n",
"OGLE-BLG-RRLYR-09224\t0.623\t0.051\t0.701\t0.019\t1.679\t0.042\t6760\t100\t0.146\t0.087\t0.615\t0.099\t0.461\t0.028\t-0.568\t0.078\t\n",
"OGLE-BLG-RRLYR-09227\t0.640\t0.056\t0.739\t0.021\t1.645\t0.045\t6350\t100\t0.169\t0.091\t0.71\t0.10\t0.551\t0.029\t-0.689\t0.082\t\n",
"OGLE-BLG-RRLYR-09233\t0.666\t0.051\t0.729\t0.019\t1.725\t0.042\t6727\t99\t0.030\t0.087\t0.514\t0.099\t0.473\t0.028\t-0.697\t0.078\t\n",
"OGLE-BLG-RRLYR-09236\t0.624\t0.050\t0.736\t0.019\t1.656\t0.042\t6404\t99\t0.131\t0.087\t0.670\t0.099\t0.544\t0.028\t-0.710\t0.077\t\n",
"OGLE-BLG-RRLYR-09240\t0.625\t0.051\t0.722\t0.019\t1.624\t0.042\t6425\t99\t0.191\t0.087\t0.750\t0.099\t0.548\t0.028\t-0.655\t0.078\t\n",
"OGLE-BLG-RRLYR-09248\t0.627\t0.051\t0.703\t0.019\t1.607\t0.042\t6488\t99\t0.260\t0.087\t0.798\t0.099\t0.531\t0.028\t-0.565\t0.078\t\n",
"OGLE-BLG-RRLYR-09251\t0.700\t0.051\t0.778\t0.019\t1.704\t0.042\t6280\t100\t-0.004\t0.088\t0.561\t0.099\t0.571\t0.028\t-0.886\t0.079\t\n",
"OGLE-BLG-RRLYR-09259\t0.662\t0.052\t0.720\t0.020\t1.649\t0.042\t6500\t100\t0.194\t0.087\t0.712\t0.099\t0.521\t0.028\t-0.618\t0.078\t\n",
"OGLE-BLG-RRLYR-09261\t0.562\t0.051\t0.724\t0.019\t1.736\t0.042\t6809\t99\t-0.004\t0.088\t0.456\t0.099\t0.452\t0.028\t-0.704\t0.078\t\n",
"OGLE-BLG-RRLYR-09262\t0.666\t0.050\t0.752\t0.019\t1.665\t0.042\t6330\t100\t0.098\t0.087\t0.660\t0.098\t0.562\t0.028\t-0.774\t0.077\t\n",
"OGLE-BLG-RRLYR-09263\t0.648\t0.051\t0.722\t0.019\t1.646\t0.042\t6470\t100\t0.187\t0.087\t0.710\t0.099\t0.526\t0.028\t-0.633\t0.077\t\n",
"OGLE-BLG-RRLYR-09273\t0.765\t0.051\t0.790\t0.019\t1.791\t0.042\t6510\t100\t-0.142\t0.087\t0.388\t0.098\t0.525\t0.028\t-0.957\t0.079\t\n",
"OGLE-BLG-RRLYR-09283\t0.598\t0.050\t0.713\t0.019\t1.581\t0.042\t6310\t100\t0.302\t0.087\t0.858\t0.098\t0.563\t0.028\t-0.580\t0.078\t\n",
"OGLE-BLG-RRLYR-09285\t0.557\t0.052\t0.694\t0.020\t1.668\t0.042\t6780\t100\t0.187\t0.088\t0.641\t0.099\t0.450\t0.028\t-0.514\t0.078\t\n",
"OGLE-BLG-RRLYR-09286\t0.587\t0.051\t0.690\t0.019\t1.650\t0.042\t6750\t100\t0.209\t0.087\t0.687\t0.099\t0.467\t0.028\t-0.511\t0.078\t\n",
"OGLE-BLG-RRLYR-09293\t0.653\t0.054\t0.711\t0.020\t1.584\t0.042\t6330\t100\t0.292\t0.089\t0.865\t0.099\t0.569\t0.028\t-0.592\t0.081\t\n",
"OGLE-BLG-RRLYR-09308\t0.582\t0.055\t0.685\t0.020\t1.574\t0.043\t6500\t100\t0.320\t0.089\t0.85\t0.10\t0.527\t0.028\t-0.494\t0.081\t\n",
"OGLE-BLG-RRLYR-09310\t0.657\t0.050\t0.715\t0.019\t1.566\t0.042\t6255\t99\t0.375\t0.087\t0.932\t0.099\t0.569\t0.028\t-0.528\t0.077\t\n",
"OGLE-BLG-RRLYR-09318\t0.679\t0.051\t0.703\t0.019\t1.613\t0.042\t6494\t99\t0.246\t0.088\t0.777\t0.099\t0.530\t0.028\t-0.575\t0.078\t\n",
"OGLE-BLG-RRLYR-09321\t0.632\t0.052\t0.723\t0.019\t1.648\t0.042\t6489\t99\t0.156\t0.088\t0.690\t0.099\t0.529\t0.028\t-0.667\t0.078\t\n",
"OGLE-BLG-RRLYR-09328\t0.582\t0.052\t0.674\t0.019\t1.533\t0.042\t6430\t100\t0.418\t0.088\t0.961\t0.099\t0.543\t0.028\t-0.422\t0.079\t\n",
"OGLE-BLG-RRLYR-09329\t0.697\t0.051\t0.741\t0.019\t1.622\t0.042\t6260\t100\t0.209\t0.088\t0.77\t0.10\t0.575\t0.028\t-0.679\t0.078\t\n",
"OGLE-BLG-RRLYR-09336\t0.656\t0.050\t0.737\t0.019\t1.603\t0.042\t6210\t100\t0.223\t0.087\t0.813\t0.099\t0.592\t0.028\t-0.695\t0.078\t\n",
"OGLE-BLG-RRLYR-09338\t0.616\t0.056\t0.725\t0.021\t1.656\t0.044\t6500\t100\t0.155\t0.090\t0.66\t0.10\t0.519\t0.029\t-0.652\t0.082\t\n",
"OGLE-BLG-RRLYR-09343\t0.638\t0.050\t0.793\t0.019\t1.705\t0.042\t6200\t100\t-0.036\t0.087\t0.562\t0.098\t0.594\t0.028\t-0.949\t0.077\t\n",
"OGLE-BLG-RRLYR-09348\t0.595\t0.050\t0.724\t0.019\t1.637\t0.042\t6470\t100\t0.211\t0.088\t0.71\t0.10\t0.516\t0.028\t-0.598\t0.077\t\n",
"OGLE-BLG-RRLYR-09356\t0.721\t0.062\t0.826\t0.022\t1.814\t0.045\t6360\t110\t-0.253\t0.095\t0.31\t0.10\t0.562\t0.029\t-1.121\t0.091\t\n",
"OGLE-BLG-RRLYR-09380\t0.600\t0.052\t0.699\t0.020\t1.588\t0.042\t6430\t100\t0.301\t0.089\t0.853\t0.099\t0.541\t0.028\t-0.535\t0.080\t\n",
"OGLE-BLG-RRLYR-09396\t0.644\t0.055\t0.741\t0.020\t1.657\t0.043\t6400\t100\t0.120\t0.088\t0.675\t0.099\t0.551\t0.028\t-0.726\t0.080\t\n",
"OGLE-BLG-RRLYR-09398\t0.665\t0.050\t0.806\t0.019\t1.673\t0.042\t6000\t100\t0.004\t0.087\t0.651\t0.099\t0.646\t0.028\t-0.986\t0.078\t\n",
"OGLE-BLG-RRLYR-09405\t0.632\t0.051\t0.705\t0.019\t1.618\t0.042\t6520\t100\t0.243\t0.087\t0.773\t0.099\t0.524\t0.028\t-0.568\t0.078\t\n",
"OGLE-BLG-RRLYR-09406\t0.656\t0.057\t0.784\t0.021\t1.791\t0.044\t6570\t110\t-0.158\t0.090\t0.35\t0.10\t0.510\t0.030\t-0.943\t0.085\t\n",
"OGLE-BLG-RRLYR-09417\t0.592\t0.050\t0.698\t0.019\t1.534\t0.042\t6284\t99\t0.413\t0.088\t0.97\t0.10\t0.566\t0.028\t-0.473\t0.077\t\n",
"OGLE-BLG-RRLYR-09418\t0.648\t0.051\t0.782\t0.019\t1.826\t0.042\t6680\t100\t-0.210\t0.087\t0.269\t0.099\t0.474\t0.028\t-0.944\t0.078\t\n",
"OGLE-BLG-RRLYR-09422\t0.708\t0.053\t0.794\t0.020\t1.624\t0.042\t5910\t100\t0.117\t0.088\t0.789\t0.099\t0.671\t0.028\t-0.913\t0.079\t\n",
"OGLE-BLG-RRLYR-09423\t0.588\t0.050\t0.744\t0.019\t1.655\t0.042\t6364\t99\t0.132\t0.087\t0.673\t0.099\t0.546\t0.028\t-0.722\t0.077\t\n",
"OGLE-BLG-RRLYR-09425\t0.562\t0.050\t0.696\t0.019\t1.619\t0.042\t6590\t100\t0.262\t0.088\t0.746\t0.099\t0.486\t0.028\t-0.500\t0.077\t\n",
"OGLE-BLG-RRLYR-09428\t0.734\t0.051\t0.777\t0.019\t1.609\t0.041\t5970\t100\t0.166\t0.087\t0.825\t0.098\t0.658\t0.029\t-0.844\t0.078\t\n",
"OGLE-BLG-RRLYR-09438\t0.730\t0.049\t0.764\t0.019\t1.703\t0.042\t6374\t99\t0.084\t0.087\t0.606\t0.099\t0.537\t0.028\t-0.761\t0.077\t\n",
"OGLE-BLG-RRLYR-09442\t0.571\t0.053\t0.669\t0.020\t1.545\t0.043\t6500\t100\t0.411\t0.088\t0.93\t0.10\t0.521\t0.029\t-0.397\t0.079\t\n",
"OGLE-BLG-RRLYR-09443\t0.545\t0.050\t0.682\t0.019\t1.627\t0.042\t6709\t99\t0.248\t0.087\t0.726\t0.099\t0.473\t0.028\t-0.488\t0.078\t\n",
"OGLE-BLG-RRLYR-09453\t0.593\t0.053\t0.684\t0.020\t1.602\t0.042\t6610\t100\t0.281\t0.088\t0.797\t0.099\t0.501\t0.029\t-0.493\t0.080\t\n",
"OGLE-BLG-RRLYR-09458\t0.654\t0.051\t0.742\t0.020\t1.676\t0.042\t6440\t100\t0.140\t0.088\t0.651\t0.099\t0.525\t0.028\t-0.685\t0.079\t\n",
"OGLE-BLG-RRLYR-09459\t0.741\t0.050\t0.757\t0.019\t1.681\t0.042\t6340\t100\t0.147\t0.087\t0.689\t0.098\t0.549\t0.028\t-0.716\t0.078\t\n",
"OGLE-BLG-RRLYR-09460\t0.678\t0.052\t0.709\t0.020\t1.638\t0.042\t6550\t100\t0.251\t0.088\t0.758\t0.099\t0.511\t0.028\t-0.545\t0.079\t\n",
"OGLE-BLG-RRLYR-09469\t0.592\t0.050\t0.719\t0.019\t1.720\t0.042\t6796\t99\t0.044\t0.087\t0.504\t0.099\t0.457\t0.028\t-0.663\t0.077\t\n",
"OGLE-BLG-RRLYR-09473\t0.527\t0.050\t0.701\t0.019\t1.703\t0.042\t6863\t99\t0.083\t0.087\t0.529\t0.098\t0.441\t0.028\t-0.598\t0.077\t\n",
"OGLE-BLG-RRLYR-09476\t0.662\t0.050\t0.731\t0.019\t1.569\t0.041\t6140\t100\t0.281\t0.087\t0.898\t0.098\t0.614\t0.028\t-0.667\t0.077\t\n",
"OGLE-BLG-RRLYR-09477\t0.681\t0.051\t0.752\t0.019\t1.706\t0.042\t6480\t100\t0.048\t0.087\t0.558\t0.099\t0.521\t0.028\t-0.763\t0.078\t\n",
"OGLE-BLG-RRLYR-09483\t0.625\t0.051\t0.728\t0.020\t1.695\t0.042\t6610\t100\t0.117\t0.088\t0.593\t0.099\t0.485\t0.028\t-0.644\t0.079\t\n",
"OGLE-BLG-RRLYR-09489\t0.541\t0.050\t0.666\t0.019\t1.635\t0.042\t6840\t100\t0.217\t0.087\t0.663\t0.099\t0.433\t0.028\t-0.460\t0.077\t\n",
"OGLE-BLG-RRLYR-09494\t0.611\t0.051\t0.722\t0.019\t1.598\t0.042\t6310\t100\t0.236\t0.088\t0.816\t0.099\t0.571\t0.028\t-0.646\t0.078\t\n",
"OGLE-BLG-RRLYR-09496\t0.574\t0.051\t0.753\t0.020\t1.780\t0.042\t6740\t100\t-0.113\t0.088\t0.358\t0.099\t0.462\t0.028\t-0.831\t0.080\t\n",
"OGLE-BLG-RRLYR-09499\t0.635\t0.051\t0.788\t0.020\t1.592\t0.042\t5870\t100\t0.161\t0.088\t0.849\t0.099\t0.684\t0.028\t-0.889\t0.079\t\n",
"OGLE-BLG-RRLYR-09502\t0.610\t0.052\t0.707\t0.020\t1.644\t0.042\t6570\t100\t0.207\t0.088\t0.70\t0.10\t0.498\t0.028\t-0.570\t0.078\t\n",
"OGLE-BLG-RRLYR-09507\t0.705\t0.051\t0.730\t0.019\t1.610\t0.042\t6280\t100\t0.242\t0.088\t0.818\t0.099\t0.578\t0.028\t-0.661\t0.079\t\n",
"OGLE-BLG-RRLYR-09508\t0.696\t0.052\t0.818\t0.019\t1.717\t0.042\t6072\t99\t-0.077\t0.087\t0.551\t0.099\t0.626\t0.028\t-1.040\t0.078\t\n",
"OGLE-BLG-RRLYR-09518\t0.665\t0.050\t0.725\t0.019\t1.644\t0.042\t6473\t99\t0.170\t0.087\t0.711\t0.098\t0.535\t0.028\t-0.657\t0.077\t\n",
"OGLE-BLG-RRLYR-09519\t0.607\t0.056\t0.697\t0.020\t1.611\t0.043\t6530\t100\t0.269\t0.088\t0.78\t0.10\t0.516\t0.028\t-0.534\t0.081\t\n",
"OGLE-BLG-RRLYR-09525\t0.739\t0.050\t0.768\t0.019\t1.648\t0.042\t6152\t99\t0.127\t0.087\t0.736\t0.098\t0.609\t0.028\t-0.820\t0.077\t\n",
"OGLE-BLG-RRLYR-09528\t0.673\t0.051\t0.809\t0.019\t1.730\t0.042\t6170\t100\t-0.097\t0.087\t0.504\t0.098\t0.600\t0.028\t-1.019\t0.078\t\n",
"OGLE-BLG-RRLYR-09531\t0.603\t0.052\t0.676\t0.019\t1.530\t0.042\t6390\t100\t0.432\t0.087\t0.988\t0.098\t0.553\t0.028\t-0.428\t0.078\t\n",
"OGLE-BLG-RRLYR-09547\t0.696\t0.050\t0.753\t0.019\t1.651\t0.042\t6270\t100\t0.122\t0.087\t0.700\t0.098\t0.581\t0.028\t-0.776\t0.077\t\n",
"OGLE-BLG-RRLYR-09549\t0.563\t0.051\t0.775\t0.019\t1.676\t0.042\t6210\t100\t-0.005\t0.088\t0.59\t0.10\t0.601\t0.029\t-0.935\t0.079\t\n",
"OGLE-BLG-RRLYR-09557\t0.710\t0.051\t0.715\t0.019\t1.656\t0.042\t6580\t99\t0.185\t0.087\t0.702\t0.098\t0.512\t0.028\t-0.608\t0.077\t\n",
"OGLE-BLG-RRLYR-09558\t0.715\t0.050\t0.735\t0.019\t1.638\t0.042\t6350\t100\t0.197\t0.087\t0.753\t0.098\t0.560\t0.028\t-0.676\t0.077\t\n",
"OGLE-BLG-RRLYR-09559\t0.669\t0.051\t0.764\t0.019\t1.712\t0.042\t6410\t100\t0.005\t0.088\t0.54\t0.10\t0.540\t0.028\t-0.830\t0.078\t\n",
"OGLE-BLG-RRLYR-09563\t0.712\t0.054\t0.750\t0.020\t1.659\t0.043\t6330\t100\t0.119\t0.089\t0.69\t0.10\t0.568\t0.029\t-0.763\t0.081\t\n",
"OGLE-BLG-RRLYR-09564\t0.670\t0.052\t0.774\t0.020\t1.753\t0.042\t6500\t100\t-0.086\t0.088\t0.449\t0.099\t0.526\t0.028\t-0.902\t0.079\t\n",
"OGLE-BLG-RRLYR-09574\t0.584\t0.051\t0.698\t0.019\t1.700\t0.042\t6860\t100\t0.113\t0.087\t0.565\t0.099\t0.438\t0.028\t-0.567\t0.079\t\n",
"OGLE-BLG-RRLYR-09576\t0.664\t0.051\t0.720\t0.019\t1.634\t0.042\t6450\t100\t0.218\t0.087\t0.748\t0.099\t0.536\t0.028\t-0.618\t0.077\t\n",
"OGLE-BLG-RRLYR-09577\t0.685\t0.052\t0.738\t0.020\t1.674\t0.042\t6470\t100\t0.151\t0.088\t0.677\t0.099\t0.526\t0.028\t-0.671\t0.080\t\n",
"OGLE-BLG-RRLYR-09579\t0.633\t0.052\t0.723\t0.020\t1.728\t0.042\t6770\t100\t0.036\t0.088\t0.513\t0.099\t0.458\t0.028\t-0.675\t0.078\t\n",
"OGLE-BLG-RRLYR-09580\t0.570\t0.051\t0.687\t0.019\t1.657\t0.042\t6803\t99\t0.191\t0.088\t0.649\t0.099\t0.456\t0.028\t-0.512\t0.078\t\n",
"OGLE-BLG-RRLYR-09585\t0.598\t0.050\t0.745\t0.019\t1.669\t0.042\t6430\t100\t0.075\t0.087\t0.635\t0.098\t0.545\t0.028\t-0.767\t0.077\t\n",
"OGLE-BLG-RRLYR-09586\t0.537\t0.051\t0.663\t0.019\t1.623\t0.042\t6857\t99\t0.277\t0.088\t0.730\t0.099\t0.442\t0.028\t-0.409\t0.078\t\n",
"OGLE-BLG-RRLYR-09589\t0.635\t0.051\t0.734\t0.019\t1.669\t0.042\t6490\t99\t0.119\t0.087\t0.650\t0.099\t0.528\t0.028\t-0.702\t0.078\t\n",
"OGLE-BLG-RRLYR-09590\t0.648\t0.050\t0.752\t0.019\t1.696\t0.042\t6440\t100\t0.050\t0.087\t0.583\t0.099\t0.535\t0.028\t-0.778\t0.078\t\n",
"OGLE-BLG-RRLYR-09592\t0.573\t0.051\t0.734\t0.019\t1.759\t0.042\t6820\t100\t-0.056\t0.088\t0.398\t0.099\t0.448\t0.028\t-0.747\t0.078\t\n",
"OGLE-BLG-RRLYR-09596\t0.595\t0.051\t0.721\t0.019\t1.584\t0.042\t6270\t100\t0.267\t0.087\t0.838\t0.098\t0.575\t0.028\t-0.625\t0.078\t\n",
"OGLE-BLG-RRLYR-09614\t0.668\t0.052\t0.727\t0.019\t1.616\t0.042\t6350\t99\t0.218\t0.088\t0.787\t0.099\t0.566\t0.028\t-0.658\t0.078\t\n",
"OGLE-BLG-RRLYR-09624\t0.648\t0.051\t0.715\t0.019\t1.585\t0.042\t6318\t99\t0.279\t0.087\t0.858\t0.098\t0.573\t0.028\t-0.610\t0.078\t\n",
"OGLE-BLG-RRLYR-09627\t0.647\t0.052\t0.719\t0.019\t1.620\t0.042\t6430\t100\t0.217\t0.087\t0.766\t0.099\t0.546\t0.028\t-0.626\t0.078\t\n",
"OGLE-BLG-RRLYR-09628\t0.625\t0.050\t0.742\t0.019\t1.550\t0.041\t6020\t100\t0.280\t0.087\t0.930\t0.098\t0.647\t0.028\t-0.714\t0.077\t\n",
"OGLE-BLG-RRLYR-09636\t0.668\t0.050\t0.741\t0.019\t1.590\t0.042\t6160\t100\t0.240\t0.087\t0.847\t0.098\t0.608\t0.028\t-0.697\t0.077\t\n",
"OGLE-BLG-RRLYR-09641\t0.677\t0.050\t0.764\t0.019\t1.714\t0.042\t6420\t100\t0.048\t0.087\t0.565\t0.099\t0.527\t0.028\t-0.774\t0.077\t\n",
"OGLE-BLG-RRLYR-09642\t0.679\t0.050\t0.722\t0.019\t1.650\t0.042\t6510\t100\t0.224\t0.088\t0.72\t0.10\t0.508\t0.028\t-0.574\t0.078\t\n",
"OGLE-BLG-RRLYR-09658\t0.715\t0.052\t0.828\t0.019\t1.690\t0.042\t5910\t100\t-0.023\t0.087\t0.63\t0.10\t0.664\t0.029\t-1.047\t0.078\t\n",
"OGLE-BLG-RRLYR-09659\t0.647\t0.050\t0.806\t0.019\t1.758\t0.042\t6290\t100\t-0.124\t0.087\t0.433\t0.099\t0.559\t0.028\t-0.992\t0.077\t\n",
"OGLE-BLG-RRLYR-09663\t0.544\t0.049\t0.709\t0.019\t1.674\t0.041\t6703\t99\t0.113\t0.087\t0.599\t0.098\t0.478\t0.028\t-0.626\t0.077\t\n",
"OGLE-BLG-RRLYR-09666\t0.640\t0.050\t0.730\t0.019\t1.546\t0.042\t6100\t100\t0.325\t0.087\t0.950\t0.098\t0.626\t0.028\t-0.636\t0.077\t\n",
"OGLE-BLG-RRLYR-09669\t0.642\t0.052\t0.734\t0.020\t1.637\t0.043\t6360\t100\t0.204\t0.089\t0.73\t0.10\t0.545\t0.028\t-0.646\t0.079\t\n",
"OGLE-BLG-RRLYR-09670\t0.747\t0.052\t0.758\t0.020\t1.734\t0.042\t6520\t100\t0.070\t0.088\t0.56\t0.10\t0.505\t0.028\t-0.729\t0.079\t\n",
"OGLE-BLG-RRLYR-09674\t0.641\t0.050\t0.728\t0.019\t1.649\t0.042\t6440\t100\t0.145\t0.087\t0.693\t0.098\t0.539\t0.028\t-0.682\t0.077\t\n",
"OGLE-BLG-RRLYR-09677\t0.680\t0.052\t0.726\t0.019\t1.608\t0.042\t6310\t100\t0.235\t0.088\t0.810\t0.099\t0.572\t0.028\t-0.654\t0.079\t\n",
"OGLE-BLG-RRLYR-09681\t0.658\t0.050\t0.727\t0.019\t1.657\t0.042\t6490\t100\t0.185\t0.087\t0.684\t0.099\t0.515\t0.028\t-0.621\t0.077\t\n",
"OGLE-BLG-RRLYR-09686\t0.569\t0.051\t0.683\t0.019\t1.589\t0.042\t6580\t99\t0.322\t0.087\t0.828\t0.099\t0.504\t0.028\t-0.463\t0.077\t\n",
"OGLE-BLG-RRLYR-09689\t0.671\t0.052\t0.783\t0.019\t1.807\t0.043\t6620\t100\t-0.183\t0.088\t0.31\t0.10\t0.495\t0.028\t-0.948\t0.079\t\n",
"OGLE-BLG-RRLYR-09690\t0.610\t0.051\t0.696\t0.019\t1.646\t0.042\t6695\t99\t0.206\t0.087\t0.697\t0.099\t0.481\t0.028\t-0.535\t0.077\t\n",
"OGLE-BLG-RRLYR-09693\t0.603\t0.050\t0.698\t0.019\t1.632\t0.042\t6635\t99\t0.229\t0.087\t0.733\t0.099\t0.495\t0.028\t-0.538\t0.077\t\n",
"OGLE-BLG-RRLYR-09704\t0.583\t0.050\t0.733\t0.019\t1.626\t0.042\t6370\t100\t0.189\t0.088\t0.72\t0.10\t0.544\t0.028\t-0.658\t0.077\t\n",
"OGLE-BLG-RRLYR-09705\t0.660\t0.050\t0.745\t0.019\t1.685\t0.042\t6480\t100\t0.121\t0.087\t0.619\t0.099\t0.510\t0.028\t-0.682\t0.077\t\n",
"OGLE-BLG-RRLYR-09707\t0.595\t0.051\t0.705\t0.019\t1.670\t0.042\t6697\t99\t0.159\t0.087\t0.635\t0.099\t0.474\t0.028\t-0.575\t0.078\t\n",
"OGLE-BLG-RRLYR-09722\t0.707\t0.050\t0.749\t0.019\t1.718\t0.042\t6540\t100\t0.064\t0.087\t0.550\t0.099\t0.501\t0.028\t-0.718\t0.078\t\n",
"OGLE-BLG-RRLYR-09725\t0.668\t0.051\t0.767\t0.019\t1.584\t0.042\t5970\t100\t0.206\t0.087\t0.871\t0.099\t0.659\t0.029\t-0.804\t0.078\t\n",
"OGLE-BLG-RRLYR-09727\t0.629\t0.051\t0.715\t0.019\t1.602\t0.042\t6370\t100\t0.252\t0.087\t0.806\t0.098\t0.556\t0.028\t-0.601\t0.078\t\n",
"OGLE-BLG-RRLYR-09731\t0.738\t0.051\t0.772\t0.019\t1.633\t0.042\t6060\t100\t0.141\t0.087\t0.772\t0.098\t0.630\t0.028\t-0.834\t0.078\t\n",
"OGLE-BLG-RRLYR-09734\t0.647\t0.051\t0.720\t0.019\t1.632\t0.042\t6462\t99\t0.202\t0.087\t0.747\t0.098\t0.537\t0.028\t-0.633\t0.077\t\n",
"OGLE-BLG-RRLYR-09739\t0.646\t0.051\t0.720\t0.019\t1.596\t0.042\t6321\t99\t0.245\t0.088\t0.823\t0.099\t0.572\t0.028\t-0.640\t0.079\t\n",
"OGLE-BLG-RRLYR-09743\t0.758\t0.051\t0.764\t0.019\t1.730\t0.042\t6470\t100\t0.049\t0.087\t0.572\t0.098\t0.523\t0.028\t-0.769\t0.078\t\n",
"OGLE-BLG-RRLYR-09745\t0.563\t0.051\t0.718\t0.019\t1.655\t0.042\t6560\t100\t0.139\t0.087\t0.654\t0.099\t0.510\t0.028\t-0.647\t0.078\t\n",
"OGLE-BLG-RRLYR-09750\t0.647\t0.051\t0.716\t0.019\t1.616\t0.042\t6414\t99\t0.215\t0.087\t0.777\t0.099\t0.549\t0.028\t-0.629\t0.078\t\n",
"OGLE-BLG-RRLYR-09751\t0.739\t0.051\t0.757\t0.019\t1.740\t0.042\t6570\t100\t-0.016\t0.087\t0.489\t0.099\t0.507\t0.028\t-0.807\t0.077\t\n",
"OGLE-BLG-RRLYR-09757\t0.573\t0.051\t0.685\t0.019\t1.645\t0.042\t6770\t100\t0.213\t0.087\t0.688\t0.098\t0.462\t0.028\t-0.499\t0.078\t\n",
"OGLE-BLG-RRLYR-09760\t0.566\t0.050\t0.667\t0.019\t1.551\t0.042\t6545\t99\t0.406\t0.087\t0.922\t0.099\t0.513\t0.028\t-0.395\t0.077\t\n",
"OGLE-BLG-RRLYR-09763\t0.710\t0.050\t0.736\t0.019\t1.614\t0.042\t6232\t99\t0.208\t0.087\t0.805\t0.098\t0.591\t0.028\t-0.705\t0.077\t\n",
"OGLE-BLG-RRLYR-09766\t0.621\t0.052\t0.712\t0.019\t1.634\t0.042\t6510\t100\t0.225\t0.087\t0.738\t0.099\t0.517\t0.028\t-0.580\t0.078\t\n",
"OGLE-BLG-RRLYR-09768\t0.615\t0.050\t0.704\t0.019\t1.545\t0.042\t6265\t99\t0.404\t0.087\t0.965\t0.099\t0.574\t0.028\t-0.500\t0.077\t\n",
"OGLE-BLG-RRLYR-09776\t0.546\t0.050\t0.690\t0.019\t1.601\t0.042\t6567\t99\t0.270\t0.087\t0.786\t0.098\t0.509\t0.028\t-0.515\t0.077\t\n",
"OGLE-BLG-RRLYR-09780\t0.678\t0.052\t0.741\t0.020\t1.675\t0.043\t6450\t100\t0.145\t0.088\t0.65\t0.10\t0.523\t0.028\t-0.674\t0.079\t\n",
"OGLE-BLG-RRLYR-09781\t0.652\t0.051\t0.774\t0.019\t1.762\t0.042\t6524\t99\t-0.101\t0.088\t0.40\t0.10\t0.513\t0.028\t-0.894\t0.078\t\n",
"OGLE-BLG-RRLYR-09785\t0.563\t0.050\t0.672\t0.019\t1.653\t0.042\t6900\t99\t0.225\t0.087\t0.667\t0.098\t0.432\t0.028\t-0.446\t0.077\t\n",
"OGLE-BLG-RRLYR-09786\t0.668\t0.050\t0.761\t0.019\t1.544\t0.042\t5880\t100\t0.291\t0.087\t0.979\t0.098\t0.685\t0.028\t-0.760\t0.077\t\n",
"OGLE-BLG-RRLYR-09792\t0.545\t0.049\t0.698\t0.019\t1.666\t0.041\t6757\t99\t0.146\t0.087\t0.618\t0.098\t0.464\t0.028\t-0.572\t0.077\t\n",
"OGLE-BLG-RRLYR-09793\t0.516\t0.050\t0.662\t0.019\t1.609\t0.042\t6815\t99\t0.295\t0.087\t0.758\t0.098\t0.453\t0.028\t-0.406\t0.077\t\n",
"OGLE-BLG-RRLYR-09794\t0.695\t0.051\t0.740\t0.019\t1.610\t0.042\t6210\t100\t0.216\t0.087\t0.810\t0.099\t0.594\t0.028\t-0.707\t0.078\t\n",
"OGLE-BLG-RRLYR-09797\t0.656\t0.050\t0.705\t0.019\t1.583\t0.042\t6380\t100\t0.344\t0.087\t0.893\t0.099\t0.551\t0.028\t-0.514\t0.077\t\n",
"OGLE-BLG-RRLYR-09802\t0.705\t0.052\t0.757\t0.019\t1.698\t0.043\t6410\t100\t0.051\t0.089\t0.58\t0.10\t0.542\t0.028\t-0.790\t0.079\t\n",
"OGLE-BLG-RRLYR-09803\t0.564\t0.051\t0.695\t0.019\t1.653\t0.042\t6713\t99\t0.183\t0.088\t0.662\t0.099\t0.473\t0.028\t-0.551\t0.078\t\n",
"OGLE-BLG-RRLYR-09807\t0.667\t0.050\t0.757\t0.019\t1.661\t0.041\t6290\t100\t0.096\t0.087\t0.663\t0.098\t0.571\t0.028\t-0.783\t0.077\t\n",
"OGLE-BLG-RRLYR-09808\t0.678\t0.054\t0.730\t0.021\t1.617\t0.044\t6310\t100\t0.246\t0.091\t0.80\t0.10\t0.555\t0.029\t-0.630\t0.082\t\n",
"OGLE-BLG-RRLYR-09818\t0.662\t0.051\t0.756\t0.019\t1.630\t0.042\t6170\t100\t0.141\t0.087\t0.745\t0.099\t0.602\t0.028\t-0.788\t0.078\t\n",
"OGLE-BLG-RRLYR-09821\t0.679\t0.051\t0.751\t0.019\t1.629\t0.042\t6206\t99\t0.163\t0.087\t0.758\t0.099\t0.595\t0.028\t-0.759\t0.078\t\n",
"OGLE-BLG-RRLYR-09822\t0.636\t0.050\t0.742\t0.019\t1.583\t0.042\t6139\t99\t0.254\t0.087\t0.860\t0.099\t0.611\t0.028\t-0.695\t0.077\t\n",
"OGLE-BLG-RRLYR-09829\t0.526\t0.049\t0.664\t0.019\t1.601\t0.042\t6766\t99\t0.301\t0.087\t0.770\t0.098\t0.463\t0.028\t-0.409\t0.076\t\n",
"OGLE-BLG-RRLYR-09831\t0.708\t0.054\t0.760\t0.020\t1.732\t0.043\t6520\t100\t-0.012\t0.089\t0.51\t0.10\t0.521\t0.028\t-0.817\t0.080\t\n",
"OGLE-BLG-RRLYR-09841\t0.652\t0.052\t0.729\t0.020\t1.561\t0.042\t6140\t100\t0.296\t0.087\t0.908\t0.099\t0.615\t0.029\t-0.649\t0.079\t\n",
"OGLE-BLG-RRLYR-09849\t0.595\t0.051\t0.675\t0.019\t1.523\t0.043\t6410\t110\t0.409\t0.089\t0.96\t0.10\t0.548\t0.030\t-0.437\t0.078\t\n",
"OGLE-BLG-RRLYR-09856\t0.532\t0.051\t0.671\t0.019\t1.612\t0.042\t6760\t100\t0.273\t0.087\t0.750\t0.099\t0.466\t0.028\t-0.449\t0.078\t\n",
"OGLE-BLG-RRLYR-09861\t0.548\t0.050\t0.662\t0.019\t1.612\t0.042\t6820\t100\t0.300\t0.087\t0.758\t0.099\t0.446\t0.028\t-0.393\t0.077\t\n",
"OGLE-BLG-RRLYR-09866\t0.595\t0.052\t0.718\t0.019\t1.624\t0.043\t6460\t100\t0.190\t0.088\t0.74\t0.10\t0.540\t0.029\t-0.646\t0.078\t\n",
"OGLE-BLG-RRLYR-09871\t0.631\t0.051\t0.720\t0.019\t1.583\t0.042\t6260\t100\t0.274\t0.087\t0.857\t0.098\t0.583\t0.028\t-0.619\t0.078\t\n",
"OGLE-BLG-RRLYR-09872\t0.687\t0.054\t0.843\t0.021\t1.841\t0.043\t6310\t100\t-0.319\t0.090\t0.22\t0.10\t0.554\t0.029\t-1.186\t0.083\t\n",
"OGLE-BLG-RRLYR-09875\t0.601\t0.052\t0.717\t0.019\t1.677\t0.042\t6620\t100\t0.121\t0.088\t0.61\t0.10\t0.490\t0.028\t-0.642\t0.078\t\n",
"OGLE-BLG-RRLYR-09877\t0.611\t0.052\t0.729\t0.020\t1.732\t0.042\t6750\t100\t0.022\t0.088\t0.494\t0.099\t0.464\t0.028\t-0.697\t0.080\t\n",
"OGLE-BLG-RRLYR-09882\t0.582\t0.050\t0.737\t0.019\t1.700\t0.042\t6580\t100\t0.038\t0.087\t0.553\t0.098\t0.506\t0.028\t-0.744\t0.077\t\n",
"OGLE-BLG-RRLYR-09888\t0.575\t0.051\t0.694\t0.019\t1.654\t0.042\t6749\t99\t0.188\t0.087\t0.670\t0.099\t0.472\t0.028\t-0.539\t0.078\t\n",
"OGLE-BLG-RRLYR-09893\t0.725\t0.051\t0.761\t0.019\t1.632\t0.042\t6138\t99\t0.154\t0.087\t0.765\t0.099\t0.612\t0.028\t-0.792\t0.078\t\n",
"OGLE-BLG-RRLYR-09894\t0.634\t0.051\t0.727\t0.019\t1.662\t0.042\t6500\t100\t0.156\t0.087\t0.669\t0.099\t0.516\t0.028\t-0.651\t0.078\t\n",
"OGLE-BLG-RRLYR-09896\t0.548\t0.051\t0.712\t0.019\t1.720\t0.042\t6840\t100\t0.038\t0.088\t0.488\t0.099\t0.442\t0.028\t-0.644\t0.079\t\n",
"OGLE-BLG-RRLYR-09901\t0.678\t0.056\t0.758\t0.020\t1.669\t0.043\t6320\t100\t0.087\t0.090\t0.66\t0.10\t0.571\t0.029\t-0.795\t0.083\t\n",
"OGLE-BLG-RRLYR-09903\t0.679\t0.050\t0.764\t0.019\t1.645\t0.042\t6190\t100\t0.109\t0.087\t0.702\t0.098\t0.596\t0.028\t-0.812\t0.077\t\n",
"OGLE-BLG-RRLYR-09905\t0.732\t0.050\t0.780\t0.019\t1.679\t0.042\t6173\t99\t0.047\t0.087\t0.647\t0.098\t0.601\t0.028\t-0.885\t0.077\t\n",
"OGLE-BLG-RRLYR-09906\t0.674\t0.053\t0.763\t0.020\t1.734\t0.043\t6500\t100\t-0.030\t0.089\t0.48\t0.10\t0.520\t0.028\t-0.834\t0.079\t\n",
"OGLE-BLG-RRLYR-09913\t0.738\t0.052\t0.750\t0.019\t1.599\t0.042\t6100\t100\t0.218\t0.087\t0.851\t0.099\t0.626\t0.028\t-0.751\t0.079\t\n",
"OGLE-BLG-RRLYR-09915\t0.665\t0.051\t0.723\t0.019\t1.628\t0.042\t6410\t100\t0.245\t0.088\t0.770\t0.099\t0.537\t0.028\t-0.597\t0.078\t\n",
"OGLE-BLG-RRLYR-09916\t0.594\t0.052\t0.702\t0.019\t1.651\t0.042\t6660\t100\t0.179\t0.088\t0.674\t0.099\t0.485\t0.028\t-0.566\t0.078\t\n",
"OGLE-BLG-RRLYR-09923\t0.593\t0.050\t0.714\t0.019\t1.604\t0.042\t6434\t99\t0.272\t0.087\t0.793\t0.099\t0.524\t0.028\t-0.546\t0.077\t\n",
"OGLE-BLG-RRLYR-09924\t0.666\t0.050\t0.759\t0.019\t1.708\t0.042\t6436\t99\t0.051\t0.087\t0.566\t0.099\t0.527\t0.028\t-0.772\t0.077\t\n",
"OGLE-BLG-RRLYR-09931\t0.607\t0.050\t0.733\t0.019\t1.638\t0.042\t6380\t100\t0.192\t0.088\t0.72\t0.10\t0.540\t0.028\t-0.660\t0.077\t\n",
"OGLE-BLG-RRLYR-09934\t0.588\t0.058\t0.701\t0.022\t1.637\t0.045\t6600\t100\t0.219\t0.091\t0.70\t0.10\t0.492\t0.028\t-0.548\t0.083\t\n",
"OGLE-BLG-RRLYR-09935\t0.543\t0.051\t0.656\t0.019\t1.547\t0.042\t6613\t99\t0.425\t0.087\t0.923\t0.099\t0.496\t0.028\t-0.347\t0.077\t\n",
"OGLE-BLG-RRLYR-09938\t0.624\t0.052\t0.712\t0.020\t1.676\t0.042\t6660\t100\t0.165\t0.088\t0.627\t0.099\t0.476\t0.028\t-0.580\t0.079\t\n",
"OGLE-BLG-RRLYR-09941\t0.570\t0.052\t0.698\t0.020\t1.621\t0.042\t6580\t100\t0.240\t0.088\t0.752\t0.099\t0.504\t0.028\t-0.544\t0.080\t\n",
"OGLE-BLG-RRLYR-09945\t0.648\t0.052\t0.711\t0.019\t1.635\t0.042\t6539\t99\t0.211\t0.088\t0.738\t0.099\t0.520\t0.028\t-0.594\t0.079\t\n",
"OGLE-BLG-RRLYR-09951\t0.582\t0.050\t0.721\t0.019\t1.693\t0.042\t6690\t99\t0.076\t0.087\t0.563\t0.099\t0.484\t0.028\t-0.675\t0.077\t\n",
"OGLE-BLG-RRLYR-09953\t0.604\t0.050\t0.703\t0.019\t1.660\t0.042\t6690\t100\t0.167\t0.087\t0.659\t0.098\t0.482\t0.028\t-0.581\t0.077\t\n",
"OGLE-BLG-RRLYR-09954\t0.713\t0.053\t0.843\t0.021\t1.797\t0.043\t6170\t100\t-0.246\t0.089\t0.35\t0.10\t0.601\t0.028\t-1.174\t0.083\t\n",
"OGLE-BLG-RRLYR-09957\t0.599\t0.050\t0.689\t0.019\t1.615\t0.042\t6624\t99\t0.251\t0.087\t0.766\t0.098\t0.499\t0.028\t-0.520\t0.077\t\n",
"OGLE-BLG-RRLYR-09958\t0.715\t0.051\t0.805\t0.019\t1.775\t0.042\t6359\t99\t-0.153\t0.087\t0.411\t0.099\t0.559\t0.028\t-1.017\t0.077\t\n",
"OGLE-BLG-RRLYR-09959\t0.616\t0.051\t0.731\t0.019\t1.666\t0.042\t6490\t100\t0.128\t0.087\t0.643\t0.099\t0.521\t0.028\t-0.681\t0.078\t\n",
"OGLE-BLG-RRLYR-09962\t0.610\t0.052\t0.699\t0.019\t1.642\t0.042\t6660\t100\t0.207\t0.088\t0.707\t0.099\t0.490\t0.028\t-0.550\t0.079\t\n",
"OGLE-BLG-RRLYR-09969\t0.629\t0.050\t0.740\t0.019\t1.557\t0.042\t6075\t99\t0.301\t0.088\t0.930\t0.099\t0.632\t0.028\t-0.678\t0.078\t\n",
"OGLE-BLG-RRLYR-09981\t0.636\t0.051\t0.705\t0.019\t1.602\t0.042\t6464\t99\t0.257\t0.087\t0.806\t0.098\t0.539\t0.028\t-0.573\t0.078\t\n",
"OGLE-BLG-RRLYR-09984\t0.644\t0.050\t0.734\t0.019\t1.639\t0.042\t6385\t99\t0.216\t0.087\t0.744\t0.099\t0.541\t0.028\t-0.634\t0.077\t\n",
"OGLE-BLG-RRLYR-09989\t0.723\t0.050\t0.764\t0.019\t1.595\t0.041\t6020\t100\t0.212\t0.087\t0.855\t0.098\t0.645\t0.028\t-0.780\t0.077\t\n",
"OGLE-BLG-RRLYR-09996\t0.608\t0.056\t0.731\t0.020\t1.707\t0.043\t6670\t100\t0.054\t0.089\t0.54\t0.10\t0.490\t0.028\t-0.702\t0.081\t\n",
"OGLE-BLG-RRLYR-10001\t0.596\t0.050\t0.674\t0.019\t1.571\t0.042\t6560\t100\t0.356\t0.087\t0.860\t0.099\t0.505\t0.028\t-0.435\t0.077\t\n",
"OGLE-BLG-RRLYR-10002\t0.601\t0.051\t0.708\t0.019\t1.629\t0.042\t6519\t99\t0.222\t0.087\t0.735\t0.098\t0.516\t0.028\t-0.576\t0.077\t\n",
"OGLE-BLG-RRLYR-10003\t0.665\t0.050\t0.769\t0.019\t1.626\t0.042\t6090\t100\t0.130\t0.087\t0.753\t0.099\t0.621\t0.028\t-0.821\t0.077\t\n",
"OGLE-BLG-RRLYR-10004\t0.629\t0.052\t0.724\t0.020\t1.673\t0.042\t6570\t100\t0.146\t0.087\t0.634\t0.099\t0.498\t0.028\t-0.631\t0.078\t\n",
"OGLE-BLG-RRLYR-10007\t0.594\t0.050\t0.683\t0.019\t1.571\t0.042\t6500\t100\t0.376\t0.087\t0.896\t0.099\t0.520\t0.028\t-0.437\t0.077\t\n",
"OGLE-BLG-RRLYR-10009\t0.567\t0.050\t0.666\t0.019\t1.654\t0.042\t6920\t100\t0.221\t0.087\t0.633\t0.099\t0.409\t0.028\t-0.419\t0.077\t\n",
"OGLE-BLG-RRLYR-10012\t0.630\t0.050\t0.723\t0.019\t1.541\t0.041\t6110\t100\t0.327\t0.087\t0.954\t0.098\t0.624\t0.028\t-0.631\t0.077\t\n",
"OGLE-BLG-RRLYR-10013\t0.656\t0.051\t0.772\t0.019\t1.759\t0.042\t6530\t100\t-0.077\t0.087\t0.420\t0.099\t0.505\t0.028\t-0.863\t0.078\t\n",
"OGLE-BLG-RRLYR-10019\t0.705\t0.051\t0.791\t0.019\t1.777\t0.042\t6470\t100\t-0.132\t0.087\t0.412\t0.099\t0.535\t0.028\t-0.962\t0.078\t\n",
"OGLE-BLG-RRLYR-10020\t0.625\t0.051\t0.743\t0.019\t1.680\t0.042\t6460\t100\t0.081\t0.087\t0.615\t0.099\t0.533\t0.028\t-0.741\t0.078\t\n",
"OGLE-BLG-RRLYR-10028\t0.640\t0.051\t0.728\t0.019\t1.571\t0.042\t6190\t100\t0.299\t0.087\t0.895\t0.098\t0.599\t0.028\t-0.620\t0.078\t\n",
"OGLE-BLG-RRLYR-10029\t0.704\t0.050\t0.759\t0.019\t1.673\t0.042\t6300\t100\t0.112\t0.087\t0.659\t0.099\t0.559\t0.028\t-0.759\t0.077\t\n",
"OGLE-BLG-RRLYR-10030\t0.541\t0.051\t0.694\t0.019\t1.668\t0.042\t6780\t100\t0.162\t0.087\t0.604\t0.099\t0.444\t0.028\t-0.528\t0.078\t\n",
"OGLE-BLG-RRLYR-10032\t0.641\t0.050\t0.707\t0.019\t1.650\t0.042\t6620\t99\t0.191\t0.087\t0.704\t0.098\t0.500\t0.028\t-0.584\t0.077\t\n",
"OGLE-BLG-RRLYR-10033\t0.651\t0.050\t0.819\t0.019\t1.678\t0.042\t5944\t99\t-0.006\t0.088\t0.659\t0.099\t0.660\t0.028\t-1.022\t0.078\t\n",
"OGLE-BLG-RRLYR-10036\t0.692\t0.050\t0.734\t0.019\t1.640\t0.042\t6372\t99\t0.186\t0.087\t0.750\t0.098\t0.557\t0.028\t-0.685\t0.077\t\n",
"OGLE-BLG-RRLYR-10038\t0.702\t0.050\t0.728\t0.019\t1.594\t0.041\t6250\t100\t0.310\t0.087\t0.889\t0.098\t0.578\t0.028\t-0.593\t0.077\t\n",
"OGLE-BLG-RRLYR-10041\t0.688\t0.051\t0.726\t0.019\t1.676\t0.042\t6570\t99\t0.169\t0.088\t0.673\t0.099\t0.506\t0.028\t-0.616\t0.078\t\n",
"OGLE-BLG-RRLYR-10042\t0.698\t0.050\t0.745\t0.019\t1.622\t0.042\t6230\t100\t0.214\t0.087\t0.786\t0.098\t0.582\t0.028\t-0.690\t0.077\t\n",
"OGLE-BLG-RRLYR-10044\t0.723\t0.050\t0.839\t0.019\t1.811\t0.042\t6260\t100\t-0.254\t0.087\t0.309\t0.099\t0.569\t0.028\t-1.139\t0.077\t\n",
"OGLE-BLG-RRLYR-10045\t0.642\t0.050\t0.734\t0.019\t1.632\t0.042\t6353\t99\t0.219\t0.087\t0.753\t0.099\t0.548\t0.028\t-0.643\t0.077\t\n",
"OGLE-BLG-RRLYR-10048\t0.620\t0.051\t0.745\t0.019\t1.536\t0.042\t5960\t100\t0.304\t0.087\t0.984\t0.099\t0.668\t0.028\t-0.713\t0.078\t\n",
"OGLE-BLG-RRLYR-10051\t0.538\t0.049\t0.708\t0.019\t1.548\t0.042\t6281\t99\t0.342\t0.088\t0.91\t0.10\t0.574\t0.028\t-0.551\t0.077\t\n",
"OGLE-BLG-RRLYR-10052\t0.638\t0.069\t0.713\t0.025\t1.699\t0.045\t6730\t110\t0.170\t0.094\t0.62\t0.10\t0.459\t0.031\t-0.550\t0.093\t\n",
"OGLE-BLG-RRLYR-10055\t0.643\t0.051\t0.759\t0.019\t1.767\t0.042\t6630\t100\t-0.085\t0.087\t0.406\t0.099\t0.487\t0.028\t-0.840\t0.078\t\n",
"OGLE-BLG-RRLYR-10057\t0.611\t0.051\t0.727\t0.019\t1.582\t0.042\t6230\t100\t0.268\t0.087\t0.851\t0.099\t0.586\t0.028\t-0.638\t0.078\t\n",
"OGLE-BLG-RRLYR-10062\t0.662\t0.050\t0.697\t0.019\t1.537\t0.042\t6270\t100\t0.418\t0.087\t0.992\t0.099\t0.577\t0.028\t-0.480\t0.077\t\n",
"OGLE-BLG-RRLYR-10068\t0.683\t0.051\t0.734\t0.019\t1.567\t0.041\t6100\t100\t0.283\t0.087\t0.905\t0.098\t0.622\t0.029\t-0.681\t0.077\t\n",
"OGLE-BLG-RRLYR-10069\t0.614\t0.050\t0.747\t0.019\t1.591\t0.043\t6150\t100\t0.233\t0.089\t0.84\t0.10\t0.610\t0.028\t-0.708\t0.078\t\n",
"OGLE-BLG-RRLYR-10079\t0.633\t0.051\t0.694\t0.019\t1.555\t0.042\t6351\t99\t0.381\t0.087\t0.939\t0.099\t0.559\t0.028\t-0.490\t0.078\t\n",
"OGLE-BLG-RRLYR-10085\t0.644\t0.055\t0.714\t0.020\t1.677\t0.043\t6670\t100\t0.134\t0.090\t0.63\t0.10\t0.487\t0.028\t-0.618\t0.080\t\n",
"OGLE-BLG-RRLYR-10088\t0.639\t0.051\t0.748\t0.019\t1.735\t0.042\t6600\t100\t-0.021\t0.088\t0.471\t0.099\t0.495\t0.028\t-0.788\t0.078\t\n",
"OGLE-BLG-RRLYR-10099\t0.637\t0.050\t0.725\t0.019\t1.670\t0.042\t6547\t99\t0.163\t0.087\t0.654\t0.099\t0.502\t0.028\t-0.624\t0.078\t\n",
"OGLE-BLG-RRLYR-10102\t0.538\t0.050\t0.763\t0.019\t1.585\t0.041\t6000\t100\t0.178\t0.087\t0.846\t0.098\t0.656\t0.028\t-0.826\t0.077\t\n",
"OGLE-BLG-RRLYR-10104\t0.672\t0.050\t0.749\t0.019\t1.656\t0.042\t6347\t99\t0.154\t0.087\t0.691\t0.099\t0.548\t0.028\t-0.704\t0.077\t\n",
"OGLE-BLG-RRLYR-10107\t0.709\t0.050\t0.752\t0.019\t1.580\t0.041\t6020\t100\t0.244\t0.087\t0.887\t0.098\t0.642\t0.028\t-0.745\t0.077\t\n",
"OGLE-BLG-RRLYR-10115\t0.684\t0.052\t0.760\t0.019\t1.687\t0.042\t6370\t100\t0.054\t0.088\t0.613\t0.099\t0.559\t0.028\t-0.809\t0.078\t\n",
"OGLE-BLG-RRLYR-10122\t0.692\t0.051\t0.740\t0.019\t1.704\t0.042\t6570\t100\t0.114\t0.088\t0.592\t0.099\t0.486\t0.028\t-0.650\t0.078\t\n",
"OGLE-BLG-RRLYR-10124\t0.698\t0.050\t0.746\t0.019\t1.678\t0.042\t6429\t99\t0.154\t0.087\t0.663\t0.099\t0.527\t0.028\t-0.675\t0.077\t\n",
"OGLE-BLG-RRLYR-10132\t0.700\t0.052\t0.734\t0.019\t1.622\t0.042\t6300\t100\t0.205\t0.087\t0.783\t0.099\t0.576\t0.028\t-0.690\t0.078\t\n",
"OGLE-BLG-RRLYR-10135\t0.595\t0.051\t0.719\t0.019\t1.656\t0.042\t6540\t100\t0.149\t0.088\t0.664\t0.099\t0.512\t0.028\t-0.643\t0.078\t\n",
"OGLE-BLG-RRLYR-10137\t0.674\t0.050\t0.738\t0.019\t1.611\t0.042\t6248\t99\t0.232\t0.087\t0.805\t0.099\t0.580\t0.028\t-0.672\t0.077\t\n",
"OGLE-BLG-RRLYR-10142\t0.545\t0.050\t0.668\t0.019\t1.627\t0.042\t6832\t99\t0.265\t0.087\t0.728\t0.098\t0.448\t0.028\t-0.430\t0.077\t\n",
"OGLE-BLG-RRLYR-10151\t0.689\t0.056\t0.758\t0.020\t1.753\t0.043\t6630\t100\t-0.043\t0.089\t0.46\t0.10\t0.499\t0.028\t-0.815\t0.082\t\n",
"OGLE-BLG-RRLYR-10152\t0.601\t0.051\t0.703\t0.019\t1.608\t0.042\t6500\t100\t0.247\t0.087\t0.780\t0.099\t0.527\t0.028\t-0.567\t0.078\t\n",
"OGLE-BLG-RRLYR-10167\t0.603\t0.050\t0.724\t0.019\t1.617\t0.042\t6370\t100\t0.259\t0.087\t0.789\t0.099\t0.545\t0.028\t-0.601\t0.077\t\n",
"OGLE-BLG-RRLYR-10172\t0.590\t0.051\t0.685\t0.019\t1.623\t0.042\t6700\t100\t0.254\t0.087\t0.745\t0.099\t0.481\t0.028\t-0.491\t0.078\t\n",
"OGLE-BLG-RRLYR-10173\t0.569\t0.049\t0.685\t0.019\t1.614\t0.041\t6670\t100\t0.250\t0.087\t0.733\t0.098\t0.477\t0.028\t-0.484\t0.077\t\n",
"OGLE-BLG-RRLYR-10176\t0.736\t0.052\t0.754\t0.019\t1.639\t0.042\t6220\t100\t0.155\t0.088\t0.751\t0.099\t0.596\t0.028\t-0.767\t0.079\t\n",
"OGLE-BLG-RRLYR-10183\t0.562\t0.050\t0.686\t0.019\t1.536\t0.042\t6360\t100\t0.438\t0.088\t0.97\t0.10\t0.545\t0.028\t-0.426\t0.077\t\n",
"OGLE-BLG-RRLYR-10185\t0.554\t0.052\t0.671\t0.020\t1.623\t0.042\t6770\t100\t0.288\t0.088\t0.74\t0.10\t0.453\t0.028\t-0.417\t0.078\t\n",
"OGLE-BLG-RRLYR-10188\t0.641\t0.051\t0.732\t0.019\t1.645\t0.042\t6410\t100\t0.172\t0.087\t0.698\t0.099\t0.537\t0.028\t-0.662\t0.078\t\n",
"OGLE-BLG-RRLYR-10189\t0.611\t0.050\t0.733\t0.019\t1.529\t0.042\t6024\t99\t0.345\t0.087\t0.993\t0.099\t0.646\t0.028\t-0.654\t0.077\t\n",
"OGLE-BLG-RRLYR-10203\t0.685\t0.057\t0.723\t0.021\t1.645\t0.043\t6460\t100\t0.207\t0.089\t0.73\t0.10\t0.530\t0.029\t-0.620\t0.082\t\n",
"OGLE-BLG-RRLYR-10204\t0.603\t0.050\t0.680\t0.019\t1.561\t0.042\t6484\t99\t0.398\t0.087\t0.915\t0.099\t0.524\t0.028\t-0.420\t0.077\t\n",
"OGLE-BLG-RRLYR-10205\t0.675\t0.052\t0.750\t0.020\t1.620\t0.042\t6210\t100\t0.198\t0.088\t0.780\t0.099\t0.589\t0.029\t-0.711\t0.079\t\n",
"OGLE-BLG-RRLYR-10208\t0.652\t0.065\t0.736\t0.022\t1.718\t0.045\t6660\t100\t0.038\t0.094\t0.53\t0.10\t0.490\t0.029\t-0.719\t0.089\t\n",
"OGLE-BLG-RRLYR-10209\t0.543\t0.051\t0.691\t0.019\t1.581\t0.042\t6480\t100\t0.305\t0.087\t0.838\t0.098\t0.528\t0.028\t-0.512\t0.078\t\n",
"OGLE-BLG-RRLYR-10210\t0.640\t0.050\t0.713\t0.019\t1.611\t0.042\t6420\t100\t0.259\t0.087\t0.791\t0.099\t0.540\t0.028\t-0.584\t0.077\t\n",
"OGLE-BLG-RRLYR-10216\t0.536\t0.050\t0.748\t0.019\t1.784\t0.042\t6810\t100\t-0.116\t0.087\t0.346\t0.098\t0.452\t0.028\t-0.812\t0.077\t\n",
"OGLE-BLG-RRLYR-10217\t0.632\t0.052\t0.710\t0.019\t1.606\t0.042\t6420\t100\t0.253\t0.087\t0.802\t0.099\t0.544\t0.028\t-0.591\t0.078\t\n",
"OGLE-BLG-RRLYR-10223\t0.684\t0.050\t0.728\t0.019\t1.626\t0.042\t6360\t100\t0.229\t0.087\t0.771\t0.098\t0.553\t0.028\t-0.623\t0.078\t\n",
"OGLE-BLG-RRLYR-10225\t0.619\t0.050\t0.807\t0.019\t1.745\t0.042\t6230\t100\t-0.134\t0.088\t0.45\t0.10\t0.580\t0.028\t-1.031\t0.078\t\n",
"OGLE-BLG-RRLYR-10226\t0.598\t0.050\t0.716\t0.019\t1.674\t0.042\t6620\t100\t0.156\t0.087\t0.635\t0.099\t0.485\t0.028\t-0.603\t0.077\t\n",
"OGLE-BLG-RRLYR-10227\t0.570\t0.053\t0.701\t0.020\t1.680\t0.042\t6780\t100\t0.136\t0.088\t0.607\t0.099\t0.459\t0.028\t-0.572\t0.079\t\n",
"OGLE-BLG-RRLYR-10228\t0.691\t0.051\t0.738\t0.019\t1.618\t0.042\t6250\t100\t0.206\t0.087\t0.784\t0.099\t0.582\t0.028\t-0.699\t0.078\t\n",
"OGLE-BLG-RRLYR-10234\t0.722\t0.050\t0.754\t0.019\t1.651\t0.042\t6274\t99\t0.190\t0.087\t0.739\t0.098\t0.567\t0.028\t-0.696\t0.077\t\n",
"OGLE-BLG-RRLYR-10248\t0.637\t0.050\t0.784\t0.019\t1.653\t0.042\t6080\t100\t0.068\t0.089\t0.70\t0.10\t0.629\t0.028\t-0.904\t0.078\t\n",
"OGLE-BLG-RRLYR-10249\t0.687\t0.051\t0.743\t0.019\t1.712\t0.042\t6570\t100\t0.042\t0.088\t0.554\t0.099\t0.508\t0.028\t-0.742\t0.078\t\n",
"OGLE-BLG-RRLYR-10254\t0.643\t0.052\t0.709\t0.019\t1.612\t0.042\t6460\t100\t0.272\t0.088\t0.804\t0.099\t0.532\t0.028\t-0.553\t0.078\t\n",
"OGLE-BLG-RRLYR-10259\t0.648\t0.050\t0.737\t0.019\t1.634\t0.042\t6340\t100\t0.219\t0.088\t0.75\t0.10\t0.549\t0.028\t-0.644\t0.077\t\n",
"OGLE-BLG-RRLYR-10263\t0.653\t0.050\t0.713\t0.019\t1.597\t0.042\t6370\t100\t0.273\t0.087\t0.848\t0.099\t0.560\t0.028\t-0.601\t0.078\t\n",
"OGLE-BLG-RRLYR-10267\t0.687\t0.050\t0.822\t0.019\t1.776\t0.042\t6220\t100\t-0.179\t0.087\t0.398\t0.098\t0.581\t0.028\t-1.077\t0.078\t\n",
"OGLE-BLG-RRLYR-10270\t0.632\t0.051\t0.802\t0.019\t1.630\t0.042\t5910\t100\t0.088\t0.087\t0.765\t0.099\t0.670\t0.028\t-0.938\t0.079\t\n",
"OGLE-BLG-RRLYR-10279\t0.607\t0.051\t0.694\t0.019\t1.616\t0.042\t6580\t100\t0.258\t0.087\t0.773\t0.099\t0.504\t0.028\t-0.533\t0.078\t\n",
"OGLE-BLG-RRLYR-10284\t0.621\t0.050\t0.686\t0.019\t1.594\t0.042\t6572\t99\t0.305\t0.087\t0.827\t0.098\t0.512\t0.028\t-0.488\t0.077\t\n",
"OGLE-BLG-RRLYR-10293\t0.722\t0.050\t0.728\t0.019\t1.590\t0.042\t6229\t99\t0.315\t0.087\t0.896\t0.099\t0.585\t0.028\t-0.603\t0.078\t\n",
"OGLE-BLG-RRLYR-10301\t0.517\t0.050\t0.675\t0.019\t1.664\t0.041\t6920\t99\t0.195\t0.087\t0.629\t0.098\t0.428\t0.028\t-0.469\t0.077\t\n",
"OGLE-BLG-RRLYR-10302\t0.638\t0.052\t0.719\t0.019\t1.619\t0.042\t6425\t99\t0.218\t0.088\t0.769\t0.099\t0.547\t0.028\t-0.629\t0.078\t\n",
"OGLE-BLG-RRLYR-10305\t0.610\t0.051\t0.785\t0.019\t1.746\t0.042\t6380\t100\t-0.121\t0.087\t0.444\t0.098\t0.553\t0.028\t-0.972\t0.079\t\n",
"OGLE-BLG-RRLYR-10307\t0.587\t0.051\t0.688\t0.019\t1.624\t0.042\t6672\t99\t0.252\t0.087\t0.739\t0.099\t0.484\t0.028\t-0.499\t0.077\t\n",
"OGLE-BLG-RRLYR-10315\t0.531\t0.049\t0.669\t0.019\t1.598\t0.042\t6710\t100\t0.302\t0.087\t0.792\t0.098\t0.477\t0.028\t-0.439\t0.078\t\n",
"OGLE-BLG-RRLYR-10327\t0.628\t0.051\t0.706\t0.019\t1.613\t0.042\t6470\t100\t0.247\t0.087\t0.785\t0.098\t0.530\t0.028\t-0.565\t0.077\t\n",
"OGLE-BLG-RRLYR-10344\t0.582\t0.050\t0.723\t0.019\t1.631\t0.042\t6423\t99\t0.173\t0.087\t0.718\t0.099\t0.542\t0.028\t-0.660\t0.077\t\n",
"OGLE-BLG-RRLYR-10348\t0.748\t0.051\t0.768\t0.019\t1.743\t0.042\t6490\t100\t-0.000\t0.087\t0.504\t0.099\t0.517\t0.028\t-0.806\t0.078\t\n",
"OGLE-BLG-RRLYR-10349\t0.704\t0.050\t0.744\t0.019\t1.654\t0.042\t6350\t100\t0.169\t0.088\t0.70\t0.10\t0.551\t0.028\t-0.690\t0.078\t\n",
"OGLE-BLG-RRLYR-10357\t0.602\t0.051\t0.698\t0.019\t1.618\t0.042\t6580\t100\t0.243\t0.087\t0.761\t0.099\t0.509\t0.028\t-0.545\t0.078\t\n",
"OGLE-BLG-RRLYR-10370\t0.723\t0.051\t0.794\t0.019\t1.773\t0.042\t6432\t99\t-0.129\t0.087\t0.415\t0.099\t0.542\t0.028\t-0.968\t0.077\t\n",
"OGLE-BLG-RRLYR-10373\t0.591\t0.052\t0.700\t0.019\t1.632\t0.042\t6600\t100\t0.226\t0.087\t0.729\t0.099\t0.499\t0.028\t-0.548\t0.078\t\n",
"OGLE-BLG-RRLYR-10374\t0.557\t0.050\t0.692\t0.019\t1.639\t0.042\t6697\t99\t0.221\t0.087\t0.702\t0.098\t0.476\t0.028\t-0.516\t0.077\t\n",
"OGLE-BLG-RRLYR-10375\t0.554\t0.051\t0.679\t0.019\t1.614\t0.042\t6700\t100\t0.282\t0.087\t0.765\t0.098\t0.475\t0.028\t-0.454\t0.078\t\n",
"OGLE-BLG-RRLYR-10381\t0.678\t0.050\t0.760\t0.019\t1.654\t0.042\t6240\t100\t0.095\t0.087\t0.681\t0.098\t0.587\t0.028\t-0.814\t0.077\t\n",
"OGLE-BLG-RRLYR-10383\t0.665\t0.050\t0.782\t0.019\t1.778\t0.042\t6540\t100\t-0.133\t0.087\t0.385\t0.099\t0.515\t0.028\t-0.932\t0.077\t\n",
"OGLE-BLG-RRLYR-10384\t0.563\t0.050\t0.739\t0.019\t1.748\t0.042\t6750\t100\t-0.051\t0.087\t0.428\t0.099\t0.469\t0.028\t-0.778\t0.078\t\n",
"OGLE-BLG-RRLYR-10385\t0.654\t0.051\t0.728\t0.019\t1.616\t0.042\t6330\t100\t0.219\t0.087\t0.787\t0.099\t0.567\t0.028\t-0.664\t0.078\t\n",
"OGLE-BLG-RRLYR-10386\t0.604\t0.058\t0.706\t0.021\t1.594\t0.043\t6410\t110\t0.319\t0.090\t0.85\t0.10\t0.536\t0.029\t-0.520\t0.083\t\n",
"OGLE-BLG-RRLYR-10397\t0.590\t0.050\t0.717\t0.019\t1.711\t0.042\t6781\t99\t0.063\t0.087\t0.529\t0.098\t0.462\t0.028\t-0.651\t0.077\t\n",
"OGLE-BLG-RRLYR-10399\t0.545\t0.050\t0.696\t0.019\t1.642\t0.042\t6680\t100\t0.189\t0.087\t0.685\t0.098\t0.483\t0.028\t-0.561\t0.077\t\n",
"OGLE-BLG-RRLYR-10402\t0.546\t0.051\t0.676\t0.019\t1.600\t0.042\t6650\t100\t0.293\t0.088\t0.782\t0.099\t0.485\t0.028\t-0.470\t0.078\t\n",
"OGLE-BLG-RRLYR-10409\t0.661\t0.052\t0.757\t0.019\t1.727\t0.042\t6540\t100\t-0.009\t0.088\t0.509\t0.099\t0.517\t0.028\t-0.806\t0.079\t\n",
"OGLE-BLG-RRLYR-10410\t0.602\t0.051\t0.739\t0.019\t1.594\t0.041\t6190\t100\t0.205\t0.087\t0.806\t0.098\t0.600\t0.029\t-0.715\t0.078\t\n",
"OGLE-BLG-RRLYR-10417\t0.574\t0.052\t0.678\t0.019\t1.616\t0.042\t6720\t100\t0.270\t0.087\t0.760\t0.099\t0.476\t0.028\t-0.464\t0.078\t\n",
"OGLE-BLG-RRLYR-10430\t0.577\t0.054\t0.734\t0.020\t1.700\t0.043\t6610\t100\t0.042\t0.090\t0.54\t0.10\t0.500\t0.029\t-0.730\t0.080\t\n",
"OGLE-BLG-RRLYR-10431\t0.675\t0.051\t0.721\t0.019\t1.670\t0.042\t6595\t99\t0.138\t0.087\t0.651\t0.098\t0.506\t0.028\t-0.641\t0.077\t\n",
"OGLE-BLG-RRLYR-10432\t0.611\t0.058\t0.718\t0.021\t1.660\t0.044\t6580\t100\t0.143\t0.091\t0.65\t0.10\t0.507\t0.029\t-0.641\t0.083\t\n",
"OGLE-BLG-RRLYR-10433\t0.604\t0.052\t0.713\t0.019\t1.709\t0.042\t6793\t99\t0.069\t0.088\t0.53\t0.10\t0.456\t0.028\t-0.640\t0.078\t\n",
"OGLE-BLG-RRLYR-10440\t0.567\t0.051\t0.701\t0.019\t1.672\t0.042\t6750\t100\t0.151\t0.087\t0.613\t0.099\t0.458\t0.028\t-0.561\t0.077\t\n",
"OGLE-BLG-RRLYR-10442\t0.620\t0.050\t0.795\t0.019\t1.775\t0.043\t6430\t100\t-0.209\t0.089\t0.33\t0.10\t0.531\t0.028\t-1.029\t0.078\t\n",
"OGLE-BLG-RRLYR-10451\t0.556\t0.050\t0.786\t0.019\t1.562\t0.042\t5738\t99\t0.216\t0.087\t0.951\t0.099\t0.727\t0.028\t-0.906\t0.077\t\n",
"OGLE-BLG-RRLYR-10452\t0.569\t0.051\t0.679\t0.019\t1.579\t0.042\t6560\t100\t0.400\t0.087\t0.885\t0.099\t0.494\t0.028\t-0.377\t0.078\t\n",
"OGLE-BLG-RRLYR-10455\t0.628\t0.050\t0.693\t0.019\t1.607\t0.042\t6578\t99\t0.278\t0.087\t0.797\t0.098\t0.511\t0.028\t-0.515\t0.077\t\n",
"OGLE-BLG-RRLYR-10457\t0.625\t0.051\t0.706\t0.019\t1.602\t0.042\t6440\t100\t0.281\t0.087\t0.820\t0.098\t0.539\t0.028\t-0.558\t0.078\t\n",
"OGLE-BLG-RRLYR-10459\t0.721\t0.050\t0.797\t0.019\t1.696\t0.041\t6130\t100\t-0.007\t0.087\t0.606\t0.098\t0.614\t0.028\t-0.951\t0.078\t\n",
"OGLE-BLG-RRLYR-10460\t0.651\t0.051\t0.750\t0.019\t1.725\t0.042\t6552\t99\t0.004\t0.087\t0.505\t0.099\t0.505\t0.028\t-0.781\t0.078\t\n",
"OGLE-BLG-RRLYR-10461\t0.529\t0.051\t0.675\t0.019\t1.623\t0.042\t6754\t99\t0.261\t0.087\t0.729\t0.099\t0.462\t0.028\t-0.457\t0.078\t\n",
"OGLE-BLG-RRLYR-10463\t0.643\t0.050\t0.713\t0.019\t1.654\t0.042\t6600\t99\t0.176\t0.087\t0.689\t0.099\t0.505\t0.028\t-0.607\t0.077\t\n",
"OGLE-BLG-RRLYR-10466\t0.714\t0.050\t0.745\t0.019\t1.688\t0.042\t6450\t100\t0.136\t0.087\t0.646\t0.098\t0.522\t0.028\t-0.677\t0.078\t\n",
"OGLE-BLG-RRLYR-10468\t0.651\t0.051\t0.815\t0.019\t1.733\t0.042\t6150\t100\t-0.103\t0.087\t0.496\t0.099\t0.601\t0.028\t-1.032\t0.078\t\n",
"OGLE-BLG-RRLYR-10469\t0.585\t0.050\t0.721\t0.019\t1.609\t0.042\t6404\t99\t0.242\t0.087\t0.773\t0.099\t0.533\t0.028\t-0.589\t0.077\t\n",
"OGLE-BLG-RRLYR-10471\t0.622\t0.054\t0.751\t0.020\t1.771\t0.043\t6710\t100\t-0.084\t0.089\t0.39\t0.10\t0.470\t0.028\t-0.809\t0.080\t\n",
"OGLE-BLG-RRLYR-10477\t0.542\t0.050\t0.673\t0.019\t1.634\t0.042\t6800\t100\t0.227\t0.087\t0.68\t0.10\t0.445\t0.028\t-0.469\t0.077\t\n",
"OGLE-BLG-RRLYR-10478\t0.572\t0.050\t0.728\t0.019\t1.728\t0.042\t6760\t100\t0.003\t0.087\t0.471\t0.099\t0.464\t0.028\t-0.711\t0.077\t\n",
"OGLE-BLG-RRLYR-10485\t0.620\t0.051\t0.757\t0.019\t1.763\t0.042\t6672\t99\t-0.082\t0.088\t0.413\t0.099\t0.487\t0.028\t-0.836\t0.078\t\n",
"OGLE-BLG-RRLYR-10487\t0.549\t0.050\t0.704\t0.019\t1.671\t0.042\t6726\t99\t0.128\t0.087\t0.608\t0.099\t0.474\t0.028\t-0.605\t0.077\t\n",
"OGLE-BLG-RRLYR-10488\t0.689\t0.051\t0.745\t0.019\t1.683\t0.042\t6450\t100\t0.077\t0.087\t0.617\t0.098\t0.537\t0.028\t-0.756\t0.079\t\n",
"OGLE-BLG-RRLYR-10489\t0.514\t0.052\t0.675\t0.019\t1.650\t0.042\t6860\t100\t0.205\t0.088\t0.662\t0.099\t0.442\t0.028\t-0.476\t0.078\t\n",
"OGLE-BLG-RRLYR-10496\t0.576\t0.050\t0.683\t0.019\t1.603\t0.042\t6610\t100\t0.297\t0.087\t0.797\t0.099\t0.493\t0.028\t-0.483\t0.078\t\n",
"OGLE-BLG-RRLYR-10503\t0.663\t0.050\t0.731\t0.019\t1.603\t0.042\t6260\t100\t0.247\t0.087\t0.820\t0.098\t0.579\t0.028\t-0.645\t0.078\t\n",
"OGLE-BLG-RRLYR-10504\t0.580\t0.052\t0.694\t0.020\t1.656\t0.042\t6740\t100\t0.216\t0.088\t0.680\t0.099\t0.462\t0.028\t-0.499\t0.078\t\n",
"OGLE-BLG-RRLYR-10509\t0.714\t0.051\t0.739\t0.019\t1.678\t0.042\t6460\t100\t0.125\t0.087\t0.655\t0.099\t0.532\t0.028\t-0.705\t0.078\t\n",
"OGLE-BLG-RRLYR-10516\t0.594\t0.050\t0.678\t0.019\t1.587\t0.042\t6613\t99\t0.317\t0.087\t0.827\t0.098\t0.503\t0.028\t-0.456\t0.076\t\n",
"OGLE-BLG-RRLYR-10522\t0.605\t0.053\t0.778\t0.019\t1.768\t0.042\t6550\t100\t-0.119\t0.088\t0.40\t0.10\t0.517\t0.028\t-0.915\t0.079\t\n",
"OGLE-BLG-RRLYR-10525\t0.556\t0.050\t0.694\t0.019\t1.646\t0.042\t6715\t99\t0.189\t0.087\t0.671\t0.099\t0.476\t0.028\t-0.547\t0.077\t\n",
"OGLE-BLG-RRLYR-10527\t0.562\t0.050\t0.734\t0.019\t1.751\t0.042\t6798\t99\t-0.042\t0.087\t0.424\t0.099\t0.458\t0.028\t-0.749\t0.077\t\n",
"OGLE-BLG-RRLYR-10528\t0.617\t0.050\t0.777\t0.019\t1.751\t0.042\t6488\t99\t-0.100\t0.087\t0.441\t0.098\t0.532\t0.028\t-0.919\t0.077\t\n",
"OGLE-BLG-RRLYR-10529\t0.595\t0.050\t0.706\t0.019\t1.593\t0.042\t6415\t99\t0.280\t0.087\t0.819\t0.099\t0.543\t0.028\t-0.567\t0.078\t\n",
"OGLE-BLG-RRLYR-10532\t0.579\t0.051\t0.767\t0.019\t1.614\t0.042\t6078\t99\t0.134\t0.088\t0.767\t0.099\t0.629\t0.028\t-0.835\t0.078\t\n",
"OGLE-BLG-RRLYR-10535\t0.713\t0.050\t0.752\t0.019\t1.661\t0.042\t6310\t100\t0.120\t0.087\t0.696\t0.098\t0.572\t0.028\t-0.771\t0.078\t\n",
"OGLE-BLG-RRLYR-10545\t0.652\t0.055\t0.703\t0.021\t1.564\t0.043\t6320\t100\t0.337\t0.090\t0.91\t0.10\t0.571\t0.029\t-0.550\t0.082\t\n",
"OGLE-BLG-RRLYR-10547\t0.659\t0.052\t0.714\t0.019\t1.658\t0.042\t6601\t99\t0.181\t0.087\t0.685\t0.099\t0.501\t0.028\t-0.593\t0.078\t\n",
"OGLE-BLG-RRLYR-10551\t0.728\t0.051\t0.770\t0.019\t1.617\t0.042\t6040\t100\t0.171\t0.087\t0.811\t0.098\t0.639\t0.028\t-0.816\t0.078\t\n",
"OGLE-BLG-RRLYR-10552\t0.663\t0.051\t0.726\t0.019\t1.647\t0.042\t6460\t100\t0.208\t0.087\t0.714\t0.098\t0.523\t0.028\t-0.610\t0.078\t\n",
"OGLE-BLG-RRLYR-10555\t0.668\t0.051\t0.752\t0.020\t1.608\t0.042\t6150\t100\t0.209\t0.087\t0.808\t0.099\t0.606\t0.028\t-0.730\t0.078\t\n",
"OGLE-BLG-RRLYR-10556\t0.619\t0.051\t0.709\t0.019\t1.650\t0.042\t6598\t99\t0.209\t0.087\t0.691\t0.099\t0.492\t0.028\t-0.559\t0.078\t\n",
"OGLE-BLG-RRLYR-10572\t0.722\t0.050\t0.761\t0.019\t1.622\t0.041\t6110\t100\t0.164\t0.087\t0.785\t0.098\t0.620\t0.028\t-0.793\t0.078\t\n",
"OGLE-BLG-RRLYR-10576\t0.685\t0.053\t0.774\t0.020\t1.588\t0.042\t5920\t100\t0.198\t0.087\t0.872\t0.099\t0.670\t0.029\t-0.829\t0.080\t\n",
"OGLE-BLG-RRLYR-10578\t0.662\t0.050\t0.741\t0.019\t1.640\t0.042\t6329\t99\t0.191\t0.087\t0.732\t0.099\t0.554\t0.028\t-0.675\t0.077\t\n",
"OGLE-BLG-RRLYR-10579\t0.572\t0.050\t0.725\t0.019\t1.722\t0.042\t6760\t100\t0.034\t0.087\t0.489\t0.098\t0.456\t0.028\t-0.670\t0.077\t\n",
"OGLE-BLG-RRLYR-10581\t0.582\t0.051\t0.697\t0.019\t1.584\t0.042\t6440\t100\t0.313\t0.088\t0.844\t0.099\t0.535\t0.028\t-0.519\t0.078\t\n",
"OGLE-BLG-RRLYR-10588\t0.664\t0.051\t0.743\t0.019\t1.649\t0.042\t6363\t99\t0.135\t0.087\t0.699\t0.098\t0.562\t0.028\t-0.733\t0.077\t\n",
"OGLE-BLG-RRLYR-10591\t0.564\t0.051\t0.686\t0.019\t1.643\t0.042\t6761\t99\t0.211\t0.088\t0.685\t0.099\t0.465\t0.028\t-0.507\t0.078\t\n",
"OGLE-BLG-RRLYR-10595\t0.600\t0.049\t0.717\t0.019\t1.616\t0.042\t6440\t100\t0.243\t0.087\t0.763\t0.099\t0.521\t0.028\t-0.572\t0.077\t\n",
"OGLE-BLG-RRLYR-10601\t0.592\t0.051\t0.687\t0.019\t1.658\t0.042\t6800\t100\t0.236\t0.088\t0.670\t0.099\t0.441\t0.028\t-0.452\t0.078\t\n",
"OGLE-BLG-RRLYR-10606\t0.597\t0.050\t0.698\t0.019\t1.637\t0.042\t6640\t100\t0.217\t0.087\t0.719\t0.098\t0.491\t0.028\t-0.543\t0.077\t\n",
"OGLE-BLG-RRLYR-10609\t0.586\t0.051\t0.687\t0.019\t1.605\t0.042\t6619\t99\t0.277\t0.087\t0.788\t0.099\t0.501\t0.028\t-0.497\t0.077\t\n",
"OGLE-BLG-RRLYR-10612\t0.582\t0.050\t0.807\t0.019\t1.620\t0.042\t5824\t99\t0.097\t0.088\t0.79\t0.10\t0.697\t0.028\t-0.976\t0.078\t\n",
"OGLE-BLG-RRLYR-10620\t0.656\t0.050\t0.747\t0.019\t1.628\t0.042\t6239\t99\t0.158\t0.087\t0.749\t0.099\t0.589\t0.028\t-0.748\t0.078\t\n",
"OGLE-BLG-RRLYR-10632\t0.612\t0.050\t0.692\t0.019\t1.562\t0.042\t6410\t100\t0.331\t0.088\t0.872\t0.099\t0.537\t0.028\t-0.500\t0.078\t\n",
"OGLE-BLG-RRLYR-10636\t0.598\t0.050\t0.673\t0.019\t1.553\t0.042\t6516\t99\t0.380\t0.087\t0.910\t0.098\t0.524\t0.028\t-0.428\t0.077\t\n",
"OGLE-BLG-RRLYR-10637\t0.657\t0.051\t0.729\t0.019\t1.624\t0.042\t6340\t100\t0.214\t0.087\t0.767\t0.099\t0.558\t0.028\t-0.656\t0.077\t\n",
"OGLE-BLG-RRLYR-10646\t0.596\t0.051\t0.680\t0.019\t1.584\t0.042\t6586\t99\t0.323\t0.087\t0.841\t0.099\t0.510\t0.028\t-0.464\t0.077\t\n",
"OGLE-BLG-RRLYR-10648\t0.697\t0.050\t0.752\t0.019\t1.591\t0.042\t6090\t100\t0.221\t0.087\t0.846\t0.098\t0.627\t0.028\t-0.744\t0.077\t\n",
"OGLE-BLG-RRLYR-10656\t0.574\t0.051\t0.694\t0.019\t1.651\t0.042\t6719\t99\t0.202\t0.087\t0.675\t0.099\t0.470\t0.028\t-0.525\t0.077\t\n",
"OGLE-BLG-RRLYR-10664\t0.635\t0.051\t0.707\t0.019\t1.601\t0.042\t6441\t99\t0.259\t0.088\t0.809\t0.099\t0.543\t0.028\t-0.580\t0.078\t\n",
"OGLE-BLG-RRLYR-10666\t0.602\t0.051\t0.714\t0.019\t1.701\t0.042\t6763\t99\t0.079\t0.088\t0.548\t0.099\t0.465\t0.028\t-0.637\t0.078\t\n",
"OGLE-BLG-RRLYR-10671\t0.536\t0.049\t0.672\t0.019\t1.616\t0.041\t6758\t99\t0.273\t0.087\t0.749\t0.098\t0.467\t0.028\t-0.453\t0.077\t\n",
"OGLE-BLG-RRLYR-10672\t0.604\t0.050\t0.729\t0.019\t1.715\t0.042\t6712\t99\t0.037\t0.087\t0.524\t0.098\t0.477\t0.028\t-0.701\t0.077\t\n",
"OGLE-BLG-RRLYR-10673\t0.662\t0.050\t0.760\t0.019\t1.555\t0.042\t5930\t100\t0.264\t0.087\t0.939\t0.099\t0.672\t0.028\t-0.763\t0.077\t\n",
"OGLE-BLG-RRLYR-10677\t0.686\t0.052\t0.741\t0.020\t1.568\t0.042\t6100\t100\t0.306\t0.088\t0.932\t0.099\t0.625\t0.029\t-0.660\t0.079\t\n",
"OGLE-BLG-RRLYR-10678\t0.697\t0.052\t0.788\t0.020\t1.832\t0.042\t6650\t100\t-0.203\t0.088\t0.285\t0.099\t0.481\t0.028\t-0.950\t0.079\t\n",
"OGLE-BLG-RRLYR-10679\t0.751\t0.051\t0.793\t0.019\t1.780\t0.042\t6440\t100\t-0.127\t0.087\t0.414\t0.099\t0.536\t0.028\t-0.965\t0.078\t\n",
"OGLE-BLG-RRLYR-10681\t0.625\t0.050\t0.751\t0.019\t1.578\t0.042\t6060\t100\t0.232\t0.087\t0.872\t0.098\t0.635\t0.028\t-0.743\t0.078\t\n",
"OGLE-BLG-RRLYR-10682\t0.660\t0.050\t0.729\t0.019\t1.671\t0.042\t6510\t100\t0.152\t0.087\t0.646\t0.099\t0.508\t0.028\t-0.643\t0.078\t\n",
"OGLE-BLG-RRLYR-10687\t0.666\t0.051\t0.776\t0.019\t1.734\t0.042\t6420\t99\t-0.054\t0.087\t0.494\t0.099\t0.544\t0.028\t-0.895\t0.078\t\n",
"OGLE-BLG-RRLYR-10692\t0.653\t0.050\t0.793\t0.019\t1.780\t0.042\t6469\t99\t-0.167\t0.087\t0.376\t0.098\t0.535\t0.028\t-0.990\t0.077\t\n",
"OGLE-BLG-RRLYR-10695\t0.548\t0.049\t0.709\t0.019\t1.652\t0.041\t6616\t99\t0.144\t0.087\t0.656\t0.098\t0.498\t0.028\t-0.624\t0.077\t\n",
"OGLE-BLG-RRLYR-10696\t0.674\t0.050\t0.705\t0.019\t1.552\t0.042\t6250\t100\t0.371\t0.087\t0.948\t0.099\t0.581\t0.028\t-0.532\t0.077\t\n",
"OGLE-BLG-RRLYR-10712\t0.682\t0.051\t0.749\t0.019\t1.716\t0.042\t6540\t100\t0.028\t0.087\t0.560\t0.099\t0.517\t0.028\t-0.777\t0.078\t\n",
"OGLE-BLG-RRLYR-10713\t0.686\t0.050\t0.768\t0.019\t1.560\t0.042\t5895\t99\t0.262\t0.087\t0.944\t0.099\t0.681\t0.028\t-0.783\t0.078\t\n",
"OGLE-BLG-RRLYR-10721\t0.661\t0.050\t0.737\t0.019\t1.586\t0.042\t6180\t100\t0.290\t0.087\t0.880\t0.098\t0.601\t0.028\t-0.641\t0.078\t\n",
"OGLE-BLG-RRLYR-10727\t0.654\t0.051\t0.742\t0.019\t1.601\t0.042\t6190\t100\t0.226\t0.087\t0.822\t0.098\t0.599\t0.028\t-0.696\t0.078\t\n",
"OGLE-BLG-RRLYR-10734\t0.539\t0.052\t0.676\t0.019\t1.641\t0.042\t6824\t99\t0.226\t0.088\t0.688\t0.099\t0.450\t0.028\t-0.469\t0.078\t\n",
"OGLE-BLG-RRLYR-10735\t0.614\t0.050\t0.684\t0.019\t1.586\t0.042\t6550\t100\t0.355\t0.087\t0.863\t0.099\t0.510\t0.028\t-0.441\t0.078\t\n",
"OGLE-BLG-RRLYR-10737\t0.562\t0.050\t0.671\t0.019\t1.578\t0.042\t6629\t99\t0.344\t0.087\t0.852\t0.098\t0.498\t0.028\t-0.430\t0.077\t\n",
"OGLE-BLG-RRLYR-10743\t0.620\t0.050\t0.700\t0.019\t1.591\t0.042\t6461\t99\t0.282\t0.087\t0.836\t0.099\t0.541\t0.028\t-0.555\t0.077\t\n",
"OGLE-BLG-RRLYR-10745\t0.692\t0.051\t0.810\t0.019\t1.695\t0.042\t6040\t100\t-0.032\t0.087\t0.602\t0.098\t0.635\t0.028\t-1.006\t0.078\t\n",
"OGLE-BLG-RRLYR-10753\t0.607\t0.050\t0.693\t0.019\t1.563\t0.042\t6420\t100\t0.362\t0.087\t0.913\t0.099\t0.547\t0.028\t-0.481\t0.077\t\n",
"OGLE-BLG-RRLYR-10775\t0.681\t0.050\t0.770\t0.019\t1.746\t0.042\t6520\t100\t-0.055\t0.087\t0.475\t0.098\t0.523\t0.028\t-0.865\t0.077\t\n",
"OGLE-BLG-RRLYR-10776\t0.617\t0.051\t0.702\t0.019\t1.603\t0.042\t6470\t100\t0.276\t0.087\t0.811\t0.098\t0.532\t0.028\t-0.552\t0.078\t\n",
"OGLE-BLG-RRLYR-10777\t0.635\t0.051\t0.698\t0.019\t1.613\t0.042\t6560\t100\t0.305\t0.088\t0.802\t0.099\t0.505\t0.028\t-0.485\t0.079\t\n",
"OGLE-BLG-RRLYR-10779\t0.680\t0.050\t0.759\t0.019\t1.630\t0.042\t6183\t99\t0.173\t0.087\t0.765\t0.098\t0.599\t0.028\t-0.754\t0.078\t\n",
"OGLE-BLG-RRLYR-10783\t0.685\t0.052\t0.767\t0.020\t1.601\t0.042\t5990\t100\t0.185\t0.087\t0.841\t0.099\t0.650\t0.029\t-0.821\t0.079\t\n",
"OGLE-BLG-RRLYR-10794\t0.732\t0.050\t0.860\t0.019\t1.795\t0.042\t6022\t99\t-0.259\t0.087\t0.384\t0.098\t0.638\t0.028\t-1.248\t0.077\t\n",
"OGLE-BLG-RRLYR-10801\t0.636\t0.050\t0.726\t0.019\t1.635\t0.042\t6420\t100\t0.234\t0.088\t0.74\t0.10\t0.526\t0.028\t-0.596\t0.077\t\n",
"OGLE-BLG-RRLYR-10804\t0.713\t0.050\t0.781\t0.019\t1.679\t0.042\t6186\t99\t0.048\t0.087\t0.640\t0.099\t0.593\t0.028\t-0.870\t0.077\t\n",
"OGLE-BLG-RRLYR-10808\t0.571\t0.050\t0.714\t0.019\t1.689\t0.042\t6720\t100\t0.090\t0.087\t0.567\t0.099\t0.473\t0.028\t-0.640\t0.077\t\n",
"OGLE-BLG-RRLYR-10810\t0.551\t0.051\t0.702\t0.019\t1.629\t0.042\t6580\t100\t0.192\t0.088\t0.69\t0.10\t0.502\t0.028\t-0.586\t0.077\t\n",
"OGLE-BLG-RRLYR-10811\t0.608\t0.051\t0.713\t0.019\t1.629\t0.042\t6496\t99\t0.213\t0.087\t0.734\t0.099\t0.523\t0.028\t-0.599\t0.078\t\n",
"OGLE-BLG-RRLYR-10819\t0.656\t0.056\t0.697\t0.020\t1.598\t0.044\t6500\t100\t0.293\t0.091\t0.83\t0.10\t0.530\t0.028\t-0.529\t0.083\t\n",
"OGLE-BLG-RRLYR-10822\t0.773\t0.051\t0.789\t0.019\t1.740\t0.042\t6310\t100\t-0.054\t0.088\t0.501\t0.099\t0.564\t0.028\t-0.927\t0.078\t\n",
"OGLE-BLG-RRLYR-10823\t0.568\t0.050\t0.749\t0.019\t1.598\t0.043\t6160\t100\t0.196\t0.088\t0.80\t0.10\t0.609\t0.028\t-0.744\t0.077\t\n",
"OGLE-BLG-RRLYR-10827\t0.548\t0.049\t0.691\t0.019\t1.570\t0.041\t6448\t99\t0.300\t0.086\t0.855\t0.098\t0.540\t0.028\t-0.535\t0.076\t\n",
"OGLE-BLG-RRLYR-10828\t0.556\t0.051\t0.687\t0.019\t1.607\t0.042\t6622\t99\t0.283\t0.087\t0.787\t0.098\t0.496\t0.028\t-0.482\t0.077\t\n",
"OGLE-BLG-RRLYR-10850\t0.673\t0.053\t0.790\t0.020\t1.616\t0.042\t5920\t100\t0.133\t0.088\t0.80\t0.10\t0.670\t0.029\t-0.895\t0.080\t\n",
"OGLE-BLG-RRLYR-10860\t0.672\t0.050\t0.825\t0.019\t1.771\t0.041\t6190\t100\t-0.182\t0.087\t0.406\t0.098\t0.591\t0.028\t-1.096\t0.077\t\n",
"OGLE-BLG-RRLYR-10865\t0.571\t0.049\t0.679\t0.019\t1.606\t0.041\t6660\t100\t0.282\t0.087\t0.780\t0.098\t0.490\t0.028\t-0.483\t0.077\t\n",
"OGLE-BLG-RRLYR-10877\t0.551\t0.051\t0.675\t0.019\t1.604\t0.042\t6690\t100\t0.293\t0.087\t0.782\t0.098\t0.478\t0.028\t-0.446\t0.077\t\n",
"OGLE-BLG-RRLYR-10878\t0.567\t0.052\t0.690\t0.019\t1.661\t0.042\t6800\t100\t0.178\t0.088\t0.644\t0.099\t0.457\t0.028\t-0.529\t0.078\t\n",
"OGLE-BLG-RRLYR-10881\t0.662\t0.052\t0.733\t0.019\t1.664\t0.042\t6480\t100\t0.128\t0.087\t0.665\t0.099\t0.532\t0.028\t-0.694\t0.078\t\n",
"OGLE-BLG-RRLYR-10882\t0.569\t0.051\t0.690\t0.019\t1.617\t0.042\t6620\t100\t0.255\t0.087\t0.756\t0.099\t0.495\t0.028\t-0.511\t0.078\t\n",
"OGLE-BLG-RRLYR-10884\t0.701\t0.051\t0.766\t0.019\t1.686\t0.042\t6300\t100\t0.054\t0.088\t0.617\t0.099\t0.569\t0.028\t-0.832\t0.078\t\n",
"OGLE-BLG-RRLYR-10886\t0.614\t0.050\t0.736\t0.019\t1.546\t0.042\t6061\t99\t0.320\t0.087\t0.955\t0.099\t0.637\t0.028\t-0.667\t0.077\t\n",
"OGLE-BLG-RRLYR-10887\t0.660\t0.051\t0.736\t0.019\t1.724\t0.042\t6670\t100\t0.064\t0.087\t0.524\t0.099\t0.471\t0.028\t-0.669\t0.078\t\n",
"OGLE-BLG-RRLYR-10892\t0.751\t0.050\t0.822\t0.019\t1.754\t0.042\t6167\t99\t-0.139\t0.087\t0.473\t0.098\t0.607\t0.028\t-1.078\t0.077\t\n",
"OGLE-BLG-RRLYR-10894\t0.659\t0.050\t0.736\t0.019\t1.631\t0.042\t6330\t100\t0.206\t0.087\t0.753\t0.099\t0.556\t0.028\t-0.659\t0.077\t\n",
"OGLE-BLG-RRLYR-10900\t0.702\t0.050\t0.751\t0.019\t1.601\t0.042\t6110\t100\t0.234\t0.087\t0.85\t0.10\t0.616\t0.028\t-0.724\t0.077\t\n",
"OGLE-BLG-RRLYR-10901\t0.648\t0.051\t0.764\t0.019\t1.770\t0.042\t6630\t100\t-0.098\t0.087\t0.398\t0.099\t0.492\t0.028\t-0.859\t0.078\t\n",
"OGLE-BLG-RRLYR-10903\t0.691\t0.050\t0.731\t0.019\t1.620\t0.042\t6330\t100\t0.251\t0.087\t0.804\t0.099\t0.559\t0.028\t-0.629\t0.078\t\n",
"OGLE-BLG-RRLYR-10907\t0.722\t0.051\t0.780\t0.019\t1.627\t0.042\t6010\t100\t0.132\t0.087\t0.784\t0.098\t0.648\t0.029\t-0.863\t0.078\t\n",
"OGLE-BLG-RRLYR-10912\t0.592\t0.049\t0.687\t0.019\t1.668\t0.041\t6840\t100\t0.179\t0.087\t0.634\t0.098\t0.445\t0.028\t-0.506\t0.077\t\n",
"OGLE-BLG-RRLYR-10923\t0.665\t0.050\t0.843\t0.019\t1.741\t0.042\t5980\t100\t-0.141\t0.087\t0.50\t0.10\t0.643\t0.028\t-1.135\t0.078\t\n",
"OGLE-BLG-RRLYR-10928\t0.741\t0.050\t0.746\t0.019\t1.562\t0.041\t6000\t100\t0.283\t0.087\t0.934\t0.098\t0.650\t0.028\t-0.718\t0.077\t\n",
"OGLE-BLG-RRLYR-10929\t0.678\t0.050\t0.745\t0.019\t1.672\t0.042\t6413\t99\t0.138\t0.087\t0.655\t0.099\t0.534\t0.028\t-0.696\t0.077\t\n",
"OGLE-BLG-RRLYR-10930\t0.630\t0.052\t0.709\t0.019\t1.633\t0.042\t6530\t100\t0.241\t0.087\t0.745\t0.099\t0.511\t0.028\t-0.555\t0.078\t\n",
"OGLE-BLG-RRLYR-10933\t0.529\t0.049\t0.684\t0.019\t1.676\t0.042\t6886\t99\t0.150\t0.087\t0.592\t0.098\t0.434\t0.028\t-0.525\t0.077\t\n",
"OGLE-BLG-RRLYR-10939\t0.724\t0.050\t0.848\t0.019\t1.793\t0.042\t6128\t99\t-0.246\t0.087\t0.367\t0.099\t0.611\t0.028\t-1.191\t0.078\t\n",
"OGLE-BLG-RRLYR-10944\t0.545\t0.051\t0.666\t0.019\t1.549\t0.042\t6560\t100\t0.425\t0.088\t0.92\t0.10\t0.498\t0.028\t-0.363\t0.078\t\n",
"OGLE-BLG-RRLYR-10949\t0.515\t0.052\t0.660\t0.019\t1.587\t0.042\t6737\t99\t0.328\t0.088\t0.812\t0.099\t0.470\t0.028\t-0.400\t0.078\t\n",
"OGLE-BLG-RRLYR-10953\t0.727\t0.051\t0.767\t0.019\t1.640\t0.042\t6120\t100\t0.160\t0.087\t0.762\t0.099\t0.608\t0.028\t-0.795\t0.078\t\n",
"OGLE-BLG-RRLYR-10957\t0.637\t0.052\t0.710\t0.019\t1.661\t0.042\t6630\t100\t0.172\t0.087\t0.673\t0.099\t0.492\t0.028\t-0.595\t0.079\t\n",
"OGLE-BLG-RRLYR-10961\t0.742\t0.051\t0.747\t0.020\t1.621\t0.042\t6190\t100\t0.209\t0.088\t0.815\t0.099\t0.600\t0.028\t-0.729\t0.078\t\n",
"OGLE-BLG-RRLYR-10962\t0.749\t0.050\t0.763\t0.019\t1.668\t0.042\t6255\t99\t0.115\t0.087\t0.678\t0.099\t0.575\t0.028\t-0.777\t0.077\t\n",
"OGLE-BLG-RRLYR-10971\t0.637\t0.050\t0.722\t0.019\t1.613\t0.042\t6376\t99\t0.279\t0.087\t0.809\t0.099\t0.543\t0.028\t-0.577\t0.077\t\n",
"OGLE-BLG-RRLYR-10979\t0.664\t0.051\t0.710\t0.019\t1.633\t0.042\t6542\t99\t0.218\t0.087\t0.743\t0.099\t0.520\t0.028\t-0.589\t0.078\t\n",
"OGLE-BLG-RRLYR-10989\t0.581\t0.051\t0.690\t0.019\t1.572\t0.042\t6464\t99\t0.338\t0.087\t0.885\t0.099\t0.535\t0.028\t-0.492\t0.077\t\n",
"OGLE-BLG-RRLYR-10992\t0.720\t0.051\t0.749\t0.019\t1.603\t0.042\t6120\t100\t0.217\t0.087\t0.837\t0.098\t0.618\t0.028\t-0.741\t0.078\t\n",
"OGLE-BLG-RRLYR-11000\t0.733\t0.050\t0.762\t0.019\t1.669\t0.042\t6285\t99\t0.136\t0.087\t0.685\t0.099\t0.563\t0.028\t-0.743\t0.077\t\n",
"OGLE-BLG-RRLYR-11001\t0.613\t0.051\t0.730\t0.019\t1.748\t0.042\t6810\t100\t0.000\t0.088\t0.435\t0.099\t0.430\t0.028\t-0.675\t0.078\t\n",
"OGLE-BLG-RRLYR-11010\t0.656\t0.051\t0.714\t0.019\t1.607\t0.042\t6400\t100\t0.251\t0.087\t0.806\t0.099\t0.550\t0.028\t-0.608\t0.078\t\n",
"OGLE-BLG-RRLYR-11012\t0.644\t0.053\t0.713\t0.020\t1.645\t0.042\t6550\t100\t0.210\t0.088\t0.708\t0.099\t0.507\t0.028\t-0.578\t0.079\t\n",
"OGLE-BLG-RRLYR-11014\t0.598\t0.051\t0.722\t0.019\t1.636\t0.042\t6473\t99\t0.175\t0.087\t0.711\t0.098\t0.534\t0.028\t-0.650\t0.077\t\n",
"OGLE-BLG-RRLYR-11019\t0.666\t0.051\t0.745\t0.019\t1.635\t0.042\t6280\t100\t0.145\t0.087\t0.736\t0.099\t0.580\t0.028\t-0.754\t0.078\t\n",
"OGLE-BLG-RRLYR-11022\t0.636\t0.052\t0.716\t0.019\t1.650\t0.042\t6550\t100\t0.196\t0.087\t0.706\t0.098\t0.510\t0.028\t-0.596\t0.078\t\n",
"OGLE-BLG-RRLYR-11025\t0.645\t0.050\t0.777\t0.019\t1.747\t0.042\t6471\t99\t-0.079\t0.087\t0.462\t0.099\t0.535\t0.028\t-0.905\t0.077\t\n",
"OGLE-BLG-RRLYR-11026\t0.625\t0.049\t0.844\t0.019\t1.769\t0.042\t6070\t100\t-0.201\t0.087\t0.412\t0.099\t0.619\t0.028\t-1.161\t0.077\t\n",
"OGLE-BLG-RRLYR-11034\t0.581\t0.050\t0.726\t0.019\t1.701\t0.042\t6682\t99\t0.058\t0.087\t0.552\t0.098\t0.483\t0.028\t-0.689\t0.077\t\n",
"OGLE-BLG-RRLYR-11037\t0.550\t0.050\t0.667\t0.019\t1.569\t0.042\t6610\t100\t0.377\t0.087\t0.880\t0.099\t0.496\t0.028\t-0.399\t0.078\t\n",
"OGLE-BLG-RRLYR-11046\t0.568\t0.051\t0.683\t0.019\t1.616\t0.042\t6683\t99\t0.278\t0.087\t0.766\t0.098\t0.481\t0.028\t-0.464\t0.077\t\n",
"OGLE-BLG-RRLYR-11047\t0.663\t0.051\t0.722\t0.019\t1.592\t0.042\t6290\t100\t0.284\t0.088\t0.850\t0.099\t0.572\t0.028\t-0.606\t0.078\t\n",
"OGLE-BLG-RRLYR-11054\t0.669\t0.052\t0.723\t0.019\t1.622\t0.042\t6400\t100\t0.219\t0.087\t0.772\t0.099\t0.553\t0.028\t-0.640\t0.078\t\n",
"OGLE-BLG-RRLYR-11056\t0.571\t0.052\t0.676\t0.019\t1.586\t0.042\t6620\t100\t0.351\t0.088\t0.837\t0.099\t0.492\t0.028\t-0.414\t0.079\t\n",
"OGLE-BLG-RRLYR-11071\t0.668\t0.050\t0.734\t0.019\t1.625\t0.042\t6327\t99\t0.225\t0.087\t0.766\t0.099\t0.555\t0.028\t-0.639\t0.077\t\n",
"OGLE-BLG-RRLYR-11073\t0.642\t0.051\t0.718\t0.019\t1.631\t0.042\t6470\t100\t0.248\t0.087\t0.755\t0.099\t0.521\t0.028\t-0.568\t0.078\t\n",
"OGLE-BLG-RRLYR-11082\t0.554\t0.051\t0.739\t0.019\t1.788\t0.042\t6870\t100\t-0.110\t0.088\t0.335\t0.099\t0.433\t0.028\t-0.778\t0.079\t\n",
"OGLE-BLG-RRLYR-11089\t0.632\t0.050\t0.728\t0.019\t1.594\t0.042\t6272\t99\t0.278\t0.087\t0.838\t0.099\t0.569\t0.028\t-0.618\t0.077\t\n",
"OGLE-BLG-RRLYR-11094\t0.535\t0.049\t0.660\t0.019\t1.579\t0.042\t6710\t100\t0.355\t0.087\t0.826\t0.099\t0.463\t0.028\t-0.375\t0.077\t\n",
"OGLE-BLG-RRLYR-11095\t0.652\t0.058\t0.729\t0.021\t1.623\t0.043\t6330\t110\t0.206\t0.091\t0.77\t0.10\t0.561\t0.029\t-0.663\t0.082\t\n",
"OGLE-BLG-RRLYR-11096\t0.692\t0.052\t0.750\t0.019\t1.726\t0.042\t6580\t100\t0.012\t0.088\t0.52\t0.10\t0.507\t0.028\t-0.773\t0.079\t\n",
"OGLE-BLG-RRLYR-11104\t0.558\t0.050\t0.687\t0.019\t1.667\t0.042\t6840\t99\t0.181\t0.087\t0.632\t0.099\t0.441\t0.028\t-0.506\t0.077\t\n",
"OGLE-BLG-RRLYR-11105\t0.572\t0.052\t0.681\t0.019\t1.653\t0.042\t6820\t100\t0.208\t0.087\t0.671\t0.099\t0.449\t0.028\t-0.484\t0.078\t\n",
"OGLE-BLG-RRLYR-11117\t0.731\t0.052\t0.745\t0.020\t1.672\t0.042\t6380\t100\t0.123\t0.088\t0.669\t0.099\t0.549\t0.028\t-0.733\t0.078\t\n",
"OGLE-BLG-RRLYR-11118\t0.570\t0.050\t0.734\t0.019\t1.760\t0.042\t6832\t99\t-0.056\t0.087\t0.398\t0.098\t0.445\t0.028\t-0.745\t0.077\t\n",
"OGLE-BLG-RRLYR-11128\t0.571\t0.050\t0.760\t0.019\t1.731\t0.042\t6510\t100\t-0.073\t0.087\t0.452\t0.099\t0.519\t0.028\t-0.875\t0.077\t\n",
"OGLE-BLG-RRLYR-11129\t0.609\t0.051\t0.713\t0.019\t1.616\t0.042\t6450\t100\t0.257\t0.087\t0.773\t0.099\t0.527\t0.028\t-0.567\t0.078\t\n",
"OGLE-BLG-RRLYR-11130\t0.611\t0.052\t0.709\t0.019\t1.647\t0.042\t6590\t99\t0.205\t0.087\t0.691\t0.099\t0.497\t0.028\t-0.569\t0.078\t\n",
"OGLE-BLG-RRLYR-11132\t0.653\t0.051\t0.769\t0.019\t1.696\t0.042\t6344\t99\t0.012\t0.088\t0.584\t0.099\t0.565\t0.028\t-0.858\t0.078\t\n",
"OGLE-BLG-RRLYR-11134\t0.651\t0.050\t0.760\t0.019\t1.719\t0.042\t6478\t99\t-0.009\t0.087\t0.512\t0.099\t0.526\t0.028\t-0.824\t0.077\t\n",
"OGLE-BLG-RRLYR-11137\t0.700\t0.053\t0.733\t0.020\t1.694\t0.043\t6570\t100\t0.092\t0.089\t0.61\t0.10\t0.510\t0.029\t-0.699\t0.081\t\n",
"OGLE-BLG-RRLYR-11138\t0.587\t0.050\t0.719\t0.019\t1.675\t0.042\t6620\t100\t0.105\t0.087\t0.610\t0.098\t0.496\t0.028\t-0.657\t0.077\t\n",
"OGLE-BLG-RRLYR-11141\t0.669\t0.051\t0.705\t0.019\t1.618\t0.042\t6521\t99\t0.242\t0.087\t0.778\t0.099\t0.526\t0.028\t-0.570\t0.078\t\n",
"OGLE-BLG-RRLYR-11150\t0.663\t0.051\t0.716\t0.019\t1.607\t0.042\t6390\t100\t0.253\t0.087\t0.814\t0.099\t0.556\t0.028\t-0.613\t0.078\t\n",
"OGLE-BLG-RRLYR-11152\t0.637\t0.051\t0.705\t0.019\t1.656\t0.042\t6659\t99\t0.191\t0.087\t0.684\t0.099\t0.488\t0.028\t-0.561\t0.077\t\n",
"OGLE-BLG-RRLYR-11156\t0.531\t0.051\t0.765\t0.019\t1.817\t0.042\t6790\t100\t-0.213\t0.087\t0.241\t0.099\t0.449\t0.028\t-0.905\t0.079\t\n",
"OGLE-BLG-RRLYR-11164\t0.708\t0.050\t0.743\t0.019\t1.618\t0.042\t6225\t99\t0.193\t0.087\t0.794\t0.098\t0.595\t0.028\t-0.730\t0.078\t\n",
"OGLE-BLG-RRLYR-11168\t0.711\t0.051\t0.769\t0.019\t1.662\t0.042\t6200\t100\t0.088\t0.087\t0.683\t0.099\t0.597\t0.028\t-0.832\t0.078\t\n",
"OGLE-BLG-RRLYR-11171\t0.654\t0.051\t0.772\t0.019\t1.565\t0.042\t5850\t100\t0.237\t0.087\t0.941\t0.098\t0.700\t0.028\t-0.837\t0.077\t\n",
"OGLE-BLG-RRLYR-11173\t0.642\t0.050\t0.769\t0.019\t1.688\t0.042\t6306\t99\t0.055\t0.087\t0.607\t0.099\t0.560\t0.028\t-0.822\t0.077\t\n",
"OGLE-BLG-RRLYR-11175\t0.602\t0.050\t0.725\t0.019\t1.594\t0.042\t6317\t99\t0.266\t0.087\t0.821\t0.099\t0.559\t0.028\t-0.607\t0.077\t\n",
"OGLE-BLG-RRLYR-11177\t0.678\t0.051\t0.823\t0.019\t1.813\t0.042\t6370\t100\t-0.267\t0.087\t0.304\t0.099\t0.559\t0.028\t-1.124\t0.078\t\n",
"OGLE-BLG-RRLYR-11178\t0.542\t0.050\t0.725\t0.019\t1.694\t0.042\t6650\t100\t0.059\t0.087\t0.552\t0.098\t0.488\t0.028\t-0.695\t0.077\t\n",
"OGLE-BLG-RRLYR-11185\t0.736\t0.052\t0.787\t0.019\t1.659\t0.042\t6070\t100\t0.071\t0.087\t0.701\t0.099\t0.631\t0.028\t-0.898\t0.078\t\n",
"OGLE-BLG-RRLYR-11190\t0.611\t0.052\t0.702\t0.020\t1.663\t0.042\t6680\t100\t0.206\t0.088\t0.664\t0.099\t0.470\t0.028\t-0.532\t0.079\t\n",
"OGLE-BLG-RRLYR-11199\t0.667\t0.051\t0.740\t0.019\t1.687\t0.042\t6501\t99\t0.088\t0.087\t0.610\t0.099\t0.523\t0.028\t-0.722\t0.078\t\n",
"OGLE-BLG-RRLYR-11200\t0.606\t0.051\t0.704\t0.019\t1.632\t0.042\t6570\t100\t0.242\t0.087\t0.735\t0.099\t0.500\t0.028\t-0.538\t0.078\t\n",
"OGLE-BLG-RRLYR-11203\t0.581\t0.051\t0.691\t0.019\t1.585\t0.042\t6480\t100\t0.316\t0.087\t0.841\t0.099\t0.526\t0.028\t-0.503\t0.078\t\n",
"OGLE-BLG-RRLYR-11206\t0.726\t0.050\t0.772\t0.019\t1.665\t0.042\t6193\t99\t0.083\t0.087\t0.679\t0.098\t0.600\t0.028\t-0.844\t0.078\t\n",
"OGLE-BLG-RRLYR-11208\t0.645\t0.050\t0.800\t0.019\t1.806\t0.042\t6490\t100\t-0.223\t0.087\t0.298\t0.099\t0.522\t0.028\t-1.029\t0.078\t\n",
"OGLE-BLG-RRLYR-11209\t0.569\t0.050\t0.750\t0.019\t1.627\t0.044\t6260\t100\t0.138\t0.091\t0.71\t0.10\t0.580\t0.029\t-0.761\t0.078\t\n",
"OGLE-BLG-RRLYR-11216\t0.570\t0.050\t0.745\t0.019\t1.677\t0.043\t6460\t100\t0.073\t0.089\t0.58\t0.10\t0.515\t0.028\t-0.727\t0.078\t\n",
"OGLE-BLG-RRLYR-11223\t0.657\t0.050\t0.703\t0.019\t1.618\t0.042\t6529\t99\t0.258\t0.087\t0.793\t0.099\t0.523\t0.028\t-0.555\t0.077\t\n",
"OGLE-BLG-RRLYR-11226\t0.560\t0.050\t0.715\t0.019\t1.728\t0.042\t6857\t99\t0.028\t0.087\t0.481\t0.098\t0.443\t0.028\t-0.656\t0.077\t\n",
"OGLE-BLG-RRLYR-11229\t0.517\t0.050\t0.715\t0.019\t1.758\t0.042\t6960\t100\t-0.028\t0.087\t0.396\t0.099\t0.415\t0.028\t-0.670\t0.077\t\n",
"OGLE-BLG-RRLYR-11233\t0.692\t0.050\t0.740\t0.019\t1.628\t0.042\t6270\t100\t0.185\t0.087\t0.759\t0.099\t0.578\t0.028\t-0.710\t0.078\t\n",
"OGLE-BLG-RRLYR-11235\t0.659\t0.052\t0.718\t0.020\t1.635\t0.042\t6470\t100\t0.237\t0.088\t0.755\t0.099\t0.525\t0.028\t-0.582\t0.079\t\n",
"OGLE-BLG-RRLYR-11238\t0.653\t0.051\t0.711\t0.019\t1.661\t0.042\t6624\t99\t0.222\t0.087\t0.706\t0.099\t0.488\t0.028\t-0.539\t0.078\t\n",
"OGLE-BLG-RRLYR-11241\t0.581\t0.050\t0.723\t0.019\t1.622\t0.042\t6430\t100\t0.207\t0.088\t0.72\t0.10\t0.522\t0.028\t-0.605\t0.077\t\n",
"OGLE-BLG-RRLYR-11242\t0.561\t0.052\t0.685\t0.020\t1.645\t0.042\t6740\t100\t0.235\t0.088\t0.690\t0.099\t0.458\t0.028\t-0.481\t0.078\t\n",
"OGLE-BLG-RRLYR-11246\t0.712\t0.051\t0.808\t0.019\t1.625\t0.042\t5820\t100\t0.108\t0.087\t0.802\t0.099\t0.693\t0.028\t-0.957\t0.079\t\n",
"OGLE-BLG-RRLYR-11248\t0.658\t0.050\t0.777\t0.019\t1.629\t0.042\t6050\t100\t0.113\t0.087\t0.749\t0.098\t0.634\t0.028\t-0.860\t0.077\t\n",
"OGLE-BLG-RRLYR-11251\t0.734\t0.052\t0.753\t0.020\t1.627\t0.042\t6180\t100\t0.173\t0.088\t0.781\t0.099\t0.606\t0.028\t-0.765\t0.079\t\n",
"OGLE-BLG-RRLYR-11252\t0.665\t0.049\t0.799\t0.019\t1.686\t0.042\t6133\t99\t0.008\t0.087\t0.626\t0.099\t0.615\t0.028\t-0.939\t0.077\t\n",
"OGLE-BLG-RRLYR-11258\t0.555\t0.050\t0.758\t0.019\t1.786\t0.041\t6763\t99\t-0.124\t0.087\t0.342\t0.098\t0.464\t0.028\t-0.840\t0.077\t\n",
"OGLE-BLG-RRLYR-11261\t0.592\t0.051\t0.701\t0.019\t1.598\t0.042\t6473\t99\t0.268\t0.087\t0.810\t0.098\t0.533\t0.028\t-0.558\t0.078\t\n",
"OGLE-BLG-RRLYR-11264\t0.668\t0.051\t0.708\t0.019\t1.649\t0.042\t6612\t99\t0.208\t0.087\t0.707\t0.099\t0.499\t0.028\t-0.565\t0.078\t\n",
"OGLE-BLG-RRLYR-11265\t0.596\t0.051\t0.685\t0.019\t1.635\t0.042\t6730\t100\t0.264\t0.088\t0.73\t0.10\t0.464\t0.028\t-0.458\t0.078\t\n",
"OGLE-BLG-RRLYR-11267\t0.673\t0.050\t0.736\t0.019\t1.658\t0.042\t6400\t100\t0.142\t0.087\t0.685\t0.098\t0.544\t0.028\t-0.696\t0.077\t\n",
"OGLE-BLG-RRLYR-11280\t0.607\t0.052\t0.698\t0.019\t1.633\t0.042\t6620\t100\t0.229\t0.087\t0.729\t0.099\t0.496\t0.028\t-0.538\t0.078\t\n",
"OGLE-BLG-RRLYR-11287\t0.605\t0.055\t0.728\t0.021\t1.617\t0.045\t6350\t100\t0.237\t0.091\t0.77\t0.10\t0.551\t0.028\t-0.622\t0.081\t\n",
"OGLE-BLG-RRLYR-11288\t0.582\t0.051\t0.696\t0.019\t1.661\t0.042\t6740\t100\t0.205\t0.088\t0.662\t0.099\t0.460\t0.028\t-0.509\t0.078\t\n",
"OGLE-BLG-RRLYR-11296\t0.619\t0.050\t0.765\t0.019\t1.728\t0.042\t6483\t99\t-0.050\t0.087\t0.484\t0.098\t0.528\t0.028\t-0.869\t0.077\t\n",
"OGLE-BLG-RRLYR-11297\t0.632\t0.051\t0.718\t0.019\t1.580\t0.042\t6280\t100\t0.304\t0.087\t0.870\t0.098\t0.573\t0.028\t-0.582\t0.078\t\n",
"OGLE-BLG-RRLYR-11298\t0.574\t0.051\t0.664\t0.019\t1.574\t0.042\t6650\t100\t0.405\t0.088\t0.87\t0.10\t0.480\t0.028\t-0.348\t0.078\t\n",
"OGLE-BLG-RRLYR-11303\t0.658\t0.052\t0.752\t0.020\t1.701\t0.043\t6450\t100\t0.069\t0.089\t0.57\t0.10\t0.522\t0.028\t-0.748\t0.080\t\n",
"OGLE-BLG-RRLYR-11307\t0.691\t0.051\t0.781\t0.019\t1.739\t0.042\t6380\t100\t-0.060\t0.088\t0.47\t0.10\t0.545\t0.028\t-0.905\t0.079\t\n",
"OGLE-BLG-RRLYR-11316\t0.671\t0.051\t0.723\t0.019\t1.624\t0.042\t6410\t99\t0.206\t0.087\t0.769\t0.098\t0.553\t0.028\t-0.650\t0.077\t\n",
"OGLE-BLG-RRLYR-11319\t0.685\t0.052\t0.738\t0.019\t1.629\t0.042\t6330\t100\t0.201\t0.088\t0.76\t0.10\t0.562\t0.028\t-0.673\t0.079\t\n",
"OGLE-BLG-RRLYR-11320\t0.640\t0.053\t0.709\t0.020\t1.598\t0.042\t6380\t100\t0.291\t0.088\t0.835\t0.099\t0.547\t0.028\t-0.557\t0.080\t\n",
"OGLE-BLG-RRLYR-11322\t0.570\t0.051\t0.690\t0.019\t1.613\t0.042\t6590\t100\t0.269\t0.087\t0.772\t0.098\t0.498\t0.028\t-0.499\t0.077\t\n",
"OGLE-BLG-RRLYR-11323\t0.606\t0.051\t0.711\t0.019\t1.653\t0.042\t6600\t100\t0.178\t0.087\t0.684\t0.099\t0.500\t0.028\t-0.597\t0.078\t\n",
"OGLE-BLG-RRLYR-11325\t0.571\t0.052\t0.685\t0.019\t1.599\t0.042\t6590\t100\t0.302\t0.088\t0.798\t0.099\t0.498\t0.028\t-0.471\t0.079\t\n",
"OGLE-BLG-RRLYR-11337\t0.736\t0.059\t0.746\t0.021\t1.637\t0.044\t6260\t100\t0.173\t0.091\t0.75\t0.10\t0.585\t0.029\t-0.739\t0.085\t\n",
"OGLE-BLG-RRLYR-11342\t0.595\t0.050\t0.678\t0.019\t1.524\t0.042\t6350\t100\t0.449\t0.088\t1.001\t0.099\t0.555\t0.028\t-0.413\t0.078\t\n",
"OGLE-BLG-RRLYR-11358\t0.695\t0.053\t0.735\t0.019\t1.655\t0.042\t6410\t100\t0.151\t0.088\t0.699\t0.099\t0.547\t0.028\t-0.696\t0.079\t\n",
"OGLE-BLG-RRLYR-11359\t0.591\t0.055\t0.677\t0.020\t1.569\t0.043\t6530\t100\t0.368\t0.089\t0.88\t0.10\t0.516\t0.028\t-0.437\t0.080\t\n",
"OGLE-BLG-RRLYR-11372\t0.673\t0.052\t0.756\t0.019\t1.601\t0.042\t6080\t100\t0.201\t0.087\t0.831\t0.098\t0.629\t0.028\t-0.768\t0.079\t\n",
"OGLE-BLG-RRLYR-11374\t0.684\t0.051\t0.758\t0.019\t1.700\t0.042\t6400\t100\t0.047\t0.088\t0.578\t0.099\t0.539\t0.028\t-0.793\t0.078\t\n",
"OGLE-BLG-RRLYR-11376\t0.754\t0.051\t0.739\t0.019\t1.651\t0.042\t6386\t99\t0.184\t0.088\t0.70\t0.10\t0.531\t0.028\t-0.650\t0.078\t\n",
"OGLE-BLG-RRLYR-11381\t0.589\t0.051\t0.705\t0.019\t1.610\t0.042\t6482\t99\t0.268\t0.087\t0.782\t0.098\t0.522\t0.028\t-0.549\t0.077\t\n",
"OGLE-BLG-RRLYR-11387\t0.645\t0.050\t0.717\t0.019\t1.534\t0.042\t6167\t99\t0.361\t0.088\t0.987\t0.099\t0.618\t0.028\t-0.581\t0.078\t\n",
"OGLE-BLG-RRLYR-11391\t0.678\t0.051\t0.758\t0.019\t1.703\t0.042\t6451\t99\t0.029\t0.087\t0.573\t0.099\t0.541\t0.028\t-0.806\t0.078\t\n",
"OGLE-BLG-RRLYR-11395\t0.623\t0.050\t0.712\t0.019\t1.588\t0.042\t6360\t100\t0.263\t0.087\t0.834\t0.099\t0.561\t0.028\t-0.608\t0.078\t\n",
"OGLE-BLG-RRLYR-11401\t0.656\t0.050\t0.776\t0.019\t1.668\t0.042\t6189\t99\t0.065\t0.087\t0.656\t0.099\t0.594\t0.028\t-0.856\t0.077\t\n",
"OGLE-BLG-RRLYR-11409\t0.592\t0.050\t0.677\t0.019\t1.586\t0.042\t6610\t100\t0.316\t0.087\t0.834\t0.098\t0.503\t0.028\t-0.461\t0.077\t\n",
"OGLE-BLG-RRLYR-11410\t0.627\t0.050\t0.746\t0.019\t1.526\t0.042\t5930\t100\t0.335\t0.087\t1.011\t0.098\t0.674\t0.028\t-0.700\t0.078\t\n",
"OGLE-BLG-RRLYR-11414\t0.748\t0.050\t0.752\t0.019\t1.610\t0.042\t6123\t99\t0.202\t0.087\t0.827\t0.098\t0.621\t0.028\t-0.759\t0.078\t\n",
"OGLE-BLG-RRLYR-11416\t0.618\t0.051\t0.700\t0.019\t1.576\t0.042\t6400\t100\t0.315\t0.087\t0.876\t0.099\t0.554\t0.028\t-0.546\t0.078\t\n",
"OGLE-BLG-RRLYR-11418\t0.678\t0.050\t0.750\t0.019\t1.573\t0.042\t6040\t100\t0.265\t0.087\t0.904\t0.098\t0.638\t0.028\t-0.715\t0.077\t\n",
"OGLE-BLG-RRLYR-11423\t0.628\t0.050\t0.697\t0.019\t1.612\t0.042\t6565\t99\t0.260\t0.087\t0.785\t0.098\t0.514\t0.028\t-0.535\t0.077\t\n",
"OGLE-BLG-RRLYR-11424\t0.714\t0.050\t0.773\t0.019\t1.603\t0.042\t5990\t100\t0.176\t0.087\t0.830\t0.099\t0.654\t0.028\t-0.827\t0.077\t\n",
"OGLE-BLG-RRLYR-11427\t0.650\t0.054\t0.726\t0.020\t1.636\t0.043\t6420\t100\t0.199\t0.089\t0.73\t0.10\t0.541\t0.028\t-0.643\t0.081\t\n",
"OGLE-BLG-RRLYR-11433\t0.692\t0.052\t0.742\t0.019\t1.672\t0.042\t6420\t100\t0.114\t0.088\t0.658\t0.099\t0.543\t0.028\t-0.731\t0.079\t\n",
"OGLE-BLG-RRLYR-11442\t0.648\t0.050\t0.698\t0.019\t1.613\t0.042\t6557\t99\t0.261\t0.087\t0.788\t0.098\t0.517\t0.028\t-0.539\t0.077\t\n",
"OGLE-BLG-RRLYR-11443\t0.626\t0.053\t0.734\t0.019\t1.726\t0.042\t6700\t100\t0.017\t0.088\t0.506\t0.099\t0.479\t0.028\t-0.724\t0.079\t\n",
"OGLE-BLG-RRLYR-11444\t0.675\t0.051\t0.763\t0.019\t1.644\t0.042\t6180\t100\t0.108\t0.087\t0.708\t0.099\t0.601\t0.028\t-0.815\t0.079\t\n",
"OGLE-BLG-RRLYR-11447\t0.652\t0.050\t0.742\t0.019\t1.621\t0.042\t6260\t100\t0.214\t0.087\t0.780\t0.099\t0.575\t0.028\t-0.683\t0.078\t\n",
"OGLE-BLG-RRLYR-11452\t0.653\t0.051\t0.702\t0.019\t1.588\t0.042\t6430\t100\t0.312\t0.087\t0.851\t0.099\t0.541\t0.028\t-0.531\t0.078\t\n",
"OGLE-BLG-RRLYR-11458\t0.653\t0.050\t0.786\t0.019\t1.709\t0.042\t6250\t100\t-0.040\t0.087\t0.565\t0.098\t0.588\t0.028\t-0.952\t0.077\t\n",
"OGLE-BLG-RRLYR-11459\t0.660\t0.051\t0.736\t0.019\t1.580\t0.042\t6160\t100\t0.278\t0.087\t0.877\t0.099\t0.605\t0.028\t-0.655\t0.078\t\n",
"OGLE-BLG-RRLYR-11463\t0.686\t0.050\t0.753\t0.019\t1.694\t0.042\t6433\t99\t0.100\t0.088\t0.60\t0.10\t0.525\t0.028\t-0.723\t0.077\t\n",
"OGLE-BLG-RRLYR-11464\t0.733\t0.050\t0.790\t0.019\t1.754\t0.042\t6390\t100\t-0.042\t0.087\t0.491\t0.098\t0.536\t0.028\t-0.876\t0.078\t\n",
"OGLE-BLG-RRLYR-11465\t0.742\t0.050\t0.813\t0.019\t1.761\t0.042\t6229\t99\t-0.141\t0.088\t0.438\t0.099\t0.582\t0.028\t-1.041\t0.078\t\n",
"OGLE-BLG-RRLYR-11467\t0.603\t0.050\t0.753\t0.019\t1.755\t0.042\t6640\t100\t-0.054\t0.087\t0.428\t0.099\t0.474\t0.028\t-0.797\t0.078\t\n",
"OGLE-BLG-RRLYR-11469\t0.592\t0.051\t0.682\t0.019\t1.597\t0.042\t6600\t100\t0.321\t0.088\t0.828\t0.099\t0.501\t0.028\t-0.459\t0.078\t\n",
"OGLE-BLG-RRLYR-11470\t0.653\t0.051\t0.738\t0.020\t1.546\t0.042\t6040\t100\t0.326\t0.088\t0.965\t0.099\t0.640\t0.028\t-0.658\t0.078\t\n",
"OGLE-BLG-RRLYR-11471\t0.702\t0.050\t0.736\t0.019\t1.644\t0.042\t6366\t99\t0.190\t0.088\t0.723\t0.099\t0.545\t0.028\t-0.663\t0.077\t\n",
"OGLE-BLG-RRLYR-11478\t0.639\t0.053\t0.718\t0.020\t1.675\t0.042\t6610\t100\t0.170\t0.088\t0.646\t0.099\t0.486\t0.028\t-0.589\t0.079\t\n",
"OGLE-BLG-RRLYR-11481\t0.651\t0.054\t0.701\t0.020\t1.668\t0.043\t6730\t100\t0.178\t0.089\t0.66\t0.10\t0.472\t0.028\t-0.554\t0.080\t\n",
"OGLE-BLG-RRLYR-11488\t0.629\t0.053\t0.720\t0.019\t1.655\t0.042\t6550\t100\t0.156\t0.088\t0.674\t0.099\t0.516\t0.028\t-0.639\t0.079\t\n",
"OGLE-BLG-RRLYR-11491\t0.664\t0.050\t0.750\t0.019\t1.555\t0.041\t5990\t100\t0.283\t0.087\t0.939\t0.098\t0.655\t0.028\t-0.726\t0.077\t\n",
"OGLE-BLG-RRLYR-11493\t0.704\t0.050\t0.739\t0.019\t1.574\t0.042\t6100\t100\t0.284\t0.087\t0.911\t0.098\t0.624\t0.028\t-0.678\t0.077\t\n",
"OGLE-BLG-RRLYR-11513\t0.749\t0.050\t0.808\t0.019\t1.755\t0.041\t6270\t100\t-0.122\t0.087\t0.468\t0.098\t0.583\t0.028\t-1.028\t0.077\t\n",
"OGLE-BLG-RRLYR-11516\t0.645\t0.052\t0.706\t0.020\t1.626\t0.043\t6530\t100\t0.286\t0.089\t0.78\t0.10\t0.505\t0.028\t-0.509\t0.079\t\n",
"OGLE-BLG-RRLYR-11518\t0.588\t0.052\t0.714\t0.019\t1.686\t0.042\t6710\t100\t0.102\t0.088\t0.588\t0.099\t0.477\t0.028\t-0.637\t0.078\t\n",
"OGLE-BLG-RRLYR-11519\t0.533\t0.050\t0.700\t0.019\t1.676\t0.042\t6760\t100\t0.124\t0.087\t0.595\t0.099\t0.457\t0.028\t-0.591\t0.078\t\n",
"OGLE-BLG-RRLYR-11525\t0.611\t0.051\t0.712\t0.019\t1.680\t0.042\t6700\t100\t0.121\t0.087\t0.607\t0.099\t0.481\t0.028\t-0.624\t0.077\t\n",
"OGLE-BLG-RRLYR-11526\t0.620\t0.050\t0.744\t0.019\t1.712\t0.042\t6582\t99\t0.019\t0.087\t0.531\t0.099\t0.508\t0.028\t-0.767\t0.077\t\n",
"OGLE-BLG-RRLYR-11531\t0.679\t0.050\t0.723\t0.019\t1.595\t0.042\t6280\t100\t0.262\t0.087\t0.841\t0.098\t0.580\t0.028\t-0.627\t0.077\t\n",
"OGLE-BLG-RRLYR-11532\t0.542\t0.051\t0.726\t0.020\t1.769\t0.042\t6900\t100\t-0.060\t0.088\t0.379\t0.099\t0.428\t0.028\t-0.722\t0.079\t\n",
"OGLE-BLG-RRLYR-11535\t0.610\t0.053\t0.719\t0.019\t1.622\t0.043\t6430\t100\t0.207\t0.088\t0.75\t0.10\t0.542\t0.028\t-0.634\t0.079\t\n",
"OGLE-BLG-RRLYR-11541\t0.640\t0.051\t0.801\t0.019\t1.614\t0.042\t5841\t99\t0.115\t0.088\t0.814\t0.099\t0.694\t0.028\t-0.947\t0.079\t\n",
"OGLE-BLG-RRLYR-11543\t0.669\t0.058\t0.706\t0.020\t1.653\t0.043\t6640\t100\t0.200\t0.089\t0.70\t0.10\t0.495\t0.028\t-0.568\t0.082\t\n",
"OGLE-BLG-RRLYR-11546\t0.611\t0.050\t0.680\t0.019\t1.555\t0.042\t6470\t100\t0.426\t0.088\t0.92\t0.10\t0.512\t0.028\t-0.378\t0.077\t\n",
"OGLE-BLG-RRLYR-11550\t0.573\t0.052\t0.708\t0.020\t1.662\t0.042\t6650\t100\t0.188\t0.088\t0.660\t0.099\t0.479\t0.028\t-0.563\t0.079\t\n",
"OGLE-BLG-RRLYR-11556\t0.654\t0.050\t0.714\t0.019\t1.568\t0.042\t6250\t100\t0.329\t0.088\t0.912\t0.099\t0.586\t0.028\t-0.595\t0.078\t\n",
"OGLE-BLG-RRLYR-11569\t0.625\t0.051\t0.695\t0.019\t1.576\t0.042\t6430\t100\t0.335\t0.088\t0.877\t0.099\t0.540\t0.028\t-0.507\t0.079\t\n",
"OGLE-BLG-RRLYR-11571\t0.583\t0.051\t0.721\t0.019\t1.705\t0.042\t6710\t100\t0.079\t0.087\t0.556\t0.098\t0.469\t0.028\t-0.646\t0.078\t\n",
"OGLE-BLG-RRLYR-11580\t0.605\t0.051\t0.703\t0.019\t1.599\t0.042\t6440\t100\t0.252\t0.087\t0.806\t0.098\t0.540\t0.028\t-0.576\t0.078\t\n",
"OGLE-BLG-RRLYR-11587\t0.615\t0.051\t0.761\t0.019\t1.573\t0.042\t5980\t100\t0.219\t0.087\t0.882\t0.099\t0.656\t0.028\t-0.784\t0.078\t\n",
"OGLE-BLG-RRLYR-11589\t0.703\t0.051\t0.749\t0.019\t1.669\t0.042\t6380\t100\t0.106\t0.087\t0.666\t0.099\t0.558\t0.028\t-0.757\t0.077\t\n",
"OGLE-BLG-RRLYR-11595\t0.660\t0.054\t0.717\t0.020\t1.668\t0.042\t6610\t100\t0.141\t0.088\t0.653\t0.099\t0.501\t0.028\t-0.628\t0.081\t\n",
"OGLE-BLG-RRLYR-11596\t0.590\t0.050\t0.697\t0.019\t1.631\t0.042\t6630\t100\t0.221\t0.087\t0.723\t0.098\t0.494\t0.028\t-0.540\t0.077\t\n",
"OGLE-BLG-RRLYR-11600\t0.607\t0.052\t0.720\t0.020\t1.548\t0.042\t6150\t100\t0.321\t0.087\t0.950\t0.099\t0.615\t0.029\t-0.621\t0.080\t\n",
"OGLE-BLG-RRLYR-11601\t0.550\t0.052\t0.703\t0.019\t1.675\t0.042\t6726\t99\t0.129\t0.088\t0.602\t0.099\t0.468\t0.028\t-0.597\t0.078\t\n",
"OGLE-BLG-RRLYR-11602\t0.631\t0.051\t0.694\t0.019\t1.613\t0.042\t6580\t100\t0.272\t0.088\t0.761\t0.099\t0.495\t0.028\t-0.494\t0.078\t\n",
"OGLE-BLG-RRLYR-11605\t0.571\t0.052\t0.696\t0.019\t1.629\t0.042\t6620\t100\t0.230\t0.087\t0.729\t0.099\t0.494\t0.028\t-0.536\t0.078\t\n",
"OGLE-BLG-RRLYR-11607\t0.681\t0.049\t0.790\t0.019\t1.641\t0.042\t6010\t99\t0.106\t0.087\t0.750\t0.098\t0.643\t0.028\t-0.893\t0.077\t\n",
"OGLE-BLG-RRLYR-11609\t0.636\t0.051\t0.788\t0.019\t1.802\t0.042\t6560\t100\t-0.193\t0.087\t0.311\t0.099\t0.505\t0.028\t-0.973\t0.078\t\n",
"OGLE-BLG-RRLYR-11619\t0.529\t0.052\t0.672\t0.019\t1.577\t0.042\t6600\t99\t0.337\t0.087\t0.841\t0.099\t0.499\t0.028\t-0.436\t0.078\t\n",
"OGLE-BLG-RRLYR-11625\t0.656\t0.057\t0.721\t0.021\t1.641\t0.043\t6460\t100\t0.180\t0.090\t0.70\t0.10\t0.530\t0.029\t-0.645\t0.083\t\n",
"OGLE-BLG-RRLYR-11631\t0.553\t0.051\t0.802\t0.019\t1.671\t0.042\t5990\t100\t-0.012\t0.088\t0.64\t0.10\t0.653\t0.028\t-1.027\t0.078\t\n",
"OGLE-BLG-RRLYR-11633\t0.597\t0.050\t0.694\t0.019\t1.582\t0.042\t6470\t100\t0.346\t0.088\t0.85\t0.10\t0.511\t0.028\t-0.457\t0.077\t\n",
"OGLE-BLG-RRLYR-11635\t0.702\t0.052\t0.798\t0.019\t1.771\t0.042\t6407\t99\t-0.134\t0.088\t0.420\t0.099\t0.551\t0.028\t-0.986\t0.078\t\n",
"OGLE-BLG-RRLYR-11637\t0.573\t0.050\t0.687\t0.019\t1.637\t0.042\t6720\t100\t0.224\t0.087\t0.703\t0.099\t0.471\t0.028\t-0.506\t0.078\t\n",
"OGLE-BLG-RRLYR-11638\t0.608\t0.051\t0.722\t0.019\t1.717\t0.042\t6750\t100\t0.047\t0.087\t0.522\t0.099\t0.466\t0.028\t-0.676\t0.078\t\n",
"OGLE-BLG-RRLYR-11640\t0.679\t0.052\t0.731\t0.019\t1.701\t0.042\t6610\t100\t0.073\t0.087\t0.591\t0.099\t0.499\t0.028\t-0.699\t0.078\t\n",
"OGLE-BLG-RRLYR-11653\t0.676\t0.051\t0.763\t0.020\t1.750\t0.042\t6550\t100\t-0.030\t0.087\t0.461\t0.099\t0.500\t0.028\t-0.810\t0.078\t\n",
"OGLE-BLG-RRLYR-11654\t0.543\t0.051\t0.681\t0.019\t1.655\t0.042\t6840\t100\t0.184\t0.087\t0.644\t0.099\t0.445\t0.028\t-0.501\t0.078\t\n",
"OGLE-BLG-RRLYR-11656\t0.710\t0.050\t0.750\t0.019\t1.599\t0.041\t6110\t100\t0.213\t0.087\t0.832\t0.098\t0.620\t0.028\t-0.742\t0.077\t\n",
"OGLE-BLG-RRLYR-11660\t0.729\t0.051\t0.771\t0.020\t1.608\t0.042\t6020\t100\t0.195\t0.087\t0.837\t0.099\t0.644\t0.029\t-0.804\t0.079\t\n",
"OGLE-BLG-RRLYR-11666\t0.642\t0.050\t0.720\t0.019\t1.677\t0.042\t6640\t100\t0.131\t0.087\t0.637\t0.098\t0.497\t0.028\t-0.639\t0.077\t\n",
"OGLE-BLG-RRLYR-11670\t0.554\t0.054\t0.696\t0.020\t1.692\t0.043\t6850\t100\t0.111\t0.088\t0.55\t0.10\t0.441\t0.028\t-0.571\t0.079\t\n",
"OGLE-BLG-RRLYR-11674\t0.716\t0.052\t0.797\t0.020\t1.843\t0.042\t6630\t100\t-0.224\t0.087\t0.265\t0.099\t0.485\t0.028\t-0.978\t0.079\t\n",
"OGLE-BLG-RRLYR-11678\t0.543\t0.051\t0.703\t0.019\t1.713\t0.042\t6885\t99\t0.064\t0.087\t0.515\t0.099\t0.438\t0.028\t-0.609\t0.078\t\n",
"OGLE-BLG-RRLYR-11692\t0.716\t0.050\t0.720\t0.019\t1.623\t0.042\t6400\t100\t0.295\t0.088\t0.808\t0.099\t0.531\t0.028\t-0.543\t0.078\t\n",
"OGLE-BLG-RRLYR-11713\t0.708\t0.051\t0.747\t0.019\t1.608\t0.042\t6160\t100\t0.201\t0.087\t0.810\t0.098\t0.610\t0.029\t-0.735\t0.078\t\n",
"OGLE-BLG-RRLYR-11723\t0.694\t0.050\t0.747\t0.020\t1.600\t0.042\t6150\t100\t0.258\t0.088\t0.855\t0.099\t0.607\t0.028\t-0.681\t0.079\t\n",
"OGLE-BLG-RRLYR-11725\t0.634\t0.051\t0.713\t0.019\t1.585\t0.042\t6320\t100\t0.303\t0.087\t0.861\t0.098\t0.563\t0.028\t-0.571\t0.078\t\n",
"OGLE-BLG-RRLYR-11729\t0.580\t0.051\t0.691\t0.019\t1.616\t0.042\t6594\t99\t0.265\t0.087\t0.766\t0.099\t0.499\t0.028\t-0.511\t0.077\t\n",
"OGLE-BLG-RRLYR-11731\t0.656\t0.051\t0.762\t0.019\t1.723\t0.042\t6470\t100\t-0.016\t0.088\t0.513\t0.099\t0.529\t0.028\t-0.832\t0.078\t\n",
"OGLE-BLG-RRLYR-11735\t0.695\t0.053\t0.732\t0.020\t1.629\t0.042\t6350\t100\t0.201\t0.088\t0.765\t0.099\t0.564\t0.028\t-0.676\t0.079\t\n",
"OGLE-BLG-RRLYR-11746\t0.620\t0.051\t0.705\t0.019\t1.607\t0.042\t6470\t100\t0.259\t0.087\t0.795\t0.099\t0.533\t0.028\t-0.569\t0.078\t\n",
"OGLE-BLG-RRLYR-11758\t0.699\t0.051\t0.728\t0.019\t1.655\t0.042\t6486\t99\t0.160\t0.087\t0.698\t0.099\t0.533\t0.028\t-0.665\t0.077\t\n",
"OGLE-BLG-RRLYR-11760\t0.625\t0.052\t0.702\t0.019\t1.627\t0.042\t6580\t100\t0.252\t0.088\t0.768\t0.099\t0.505\t0.028\t-0.533\t0.079\t\n",
"OGLE-BLG-RRLYR-11766\t0.690\t0.056\t0.773\t0.021\t1.575\t0.042\t5880\t120\t0.224\t0.087\t0.91\t0.10\t0.682\t0.033\t-0.822\t0.082\t\n",
"OGLE-BLG-RRLYR-11773\t0.688\t0.050\t0.787\t0.019\t1.768\t0.042\t6470\t100\t-0.122\t0.087\t0.422\t0.098\t0.536\t0.028\t-0.952\t0.077\t\n",
"OGLE-BLG-RRLYR-11785\t0.710\t0.051\t0.799\t0.019\t1.729\t0.042\t6230\t99\t-0.089\t0.088\t0.49\t0.10\t0.579\t0.028\t-0.986\t0.078\t\n",
"OGLE-BLG-RRLYR-11786\t0.684\t0.050\t0.810\t0.019\t1.817\t0.042\t6440\t100\t-0.237\t0.087\t0.289\t0.098\t0.529\t0.028\t-1.055\t0.078\t\n",
"OGLE-BLG-RRLYR-11795\t0.631\t0.051\t0.711\t0.019\t1.635\t0.042\t6520\t100\t0.240\t0.087\t0.739\t0.099\t0.510\t0.028\t-0.555\t0.078\t\n",
"OGLE-BLG-RRLYR-11804\t0.657\t0.051\t0.722\t0.019\t1.591\t0.042\t6280\t100\t0.262\t0.088\t0.840\t0.099\t0.579\t0.028\t-0.631\t0.079\t\n",
"OGLE-BLG-RRLYR-11809\t0.602\t0.049\t0.690\t0.019\t1.654\t0.042\t6770\t100\t0.197\t0.087\t0.666\t0.098\t0.461\t0.028\t-0.518\t0.077\t\n",
"OGLE-BLG-RRLYR-11810\t0.619\t0.051\t0.715\t0.019\t1.630\t0.042\t6490\t100\t0.204\t0.087\t0.738\t0.099\t0.528\t0.028\t-0.616\t0.078\t\n",
"OGLE-BLG-RRLYR-11814\t0.711\t0.051\t0.803\t0.019\t1.660\t0.042\t5970\t100\t0.043\t0.087\t0.704\t0.099\t0.657\t0.028\t-0.963\t0.078\t\n",
"OGLE-BLG-RRLYR-11822\t0.547\t0.049\t0.668\t0.019\t1.584\t0.042\t6676\t99\t0.331\t0.087\t0.821\t0.098\t0.484\t0.028\t-0.415\t0.077\t\n",
"OGLE-BLG-RRLYR-11827\t0.625\t0.050\t0.745\t0.019\t1.645\t0.042\t6360\t100\t0.159\t0.088\t0.70\t0.10\t0.546\t0.028\t-0.689\t0.077\t\n",
"OGLE-BLG-RRLYR-11833\t0.639\t0.051\t0.713\t0.019\t1.629\t0.042\t6493\t99\t0.220\t0.087\t0.746\t0.099\t0.527\t0.028\t-0.601\t0.078\t\n",
"OGLE-BLG-RRLYR-11837\t0.532\t0.050\t0.724\t0.019\t1.736\t0.042\t6810\t100\t-0.011\t0.087\t0.446\t0.098\t0.449\t0.028\t-0.706\t0.077\t\n",
"OGLE-BLG-RRLYR-11839\t0.541\t0.050\t0.714\t0.019\t1.729\t0.042\t6860\t100\t0.029\t0.087\t0.475\t0.098\t0.439\t0.028\t-0.654\t0.079\t\n",
"OGLE-BLG-RRLYR-11842\t0.631\t0.052\t0.711\t0.019\t1.613\t0.042\t6460\t100\t0.236\t0.087\t0.779\t0.099\t0.538\t0.028\t-0.597\t0.078\t\n",
"OGLE-BLG-RRLYR-11846\t0.721\t0.050\t0.746\t0.019\t1.669\t0.042\t6385\t99\t0.123\t0.087\t0.680\t0.098\t0.553\t0.028\t-0.736\t0.077\t\n",
"OGLE-BLG-RRLYR-11852\t0.678\t0.052\t0.749\t0.019\t1.662\t0.042\t6350\t100\t0.113\t0.088\t0.678\t0.099\t0.564\t0.028\t-0.756\t0.079\t\n",
"OGLE-BLG-RRLYR-11857\t0.563\t0.050\t0.698\t0.019\t1.678\t0.041\t6799\t99\t0.144\t0.087\t0.604\t0.098\t0.457\t0.028\t-0.566\t0.077\t\n",
"OGLE-BLG-RRLYR-11863\t0.539\t0.049\t0.715\t0.019\t1.686\t0.041\t6700\t100\t0.089\t0.087\t0.583\t0.098\t0.476\t0.028\t-0.650\t0.077\t\n",
"OGLE-BLG-RRLYR-11864\t0.713\t0.050\t0.736\t0.019\t1.620\t0.042\t6270\t100\t0.220\t0.087\t0.796\t0.098\t0.578\t0.028\t-0.674\t0.077\t\n",
"OGLE-BLG-RRLYR-11869\t0.662\t0.050\t0.732\t0.019\t1.655\t0.042\t6460\t100\t0.183\t0.087\t0.692\t0.099\t0.514\t0.028\t-0.621\t0.077\t\n",
"OGLE-BLG-RRLYR-11872\t0.630\t0.053\t0.694\t0.020\t1.588\t0.043\t6470\t100\t0.313\t0.088\t0.84\t0.10\t0.532\t0.028\t-0.513\t0.080\t\n",
"OGLE-BLG-RRLYR-11876\t0.641\t0.050\t0.806\t0.019\t1.713\t0.042\t6130\t100\t-0.069\t0.087\t0.540\t0.098\t0.609\t0.028\t-1.009\t0.078\t\n",
"OGLE-BLG-RRLYR-11887\t0.672\t0.050\t0.745\t0.019\t1.682\t0.042\t6480\t100\t0.109\t0.088\t0.61\t0.10\t0.510\t0.028\t-0.678\t0.077\t\n",
"OGLE-BLG-RRLYR-11889\t0.638\t0.051\t0.719\t0.019\t1.659\t0.042\t6550\t100\t0.176\t0.087\t0.674\t0.099\t0.505\t0.028\t-0.612\t0.078\t\n",
"OGLE-BLG-RRLYR-11890\t0.614\t0.050\t0.733\t0.019\t1.538\t0.042\t6048\t99\t0.333\t0.087\t0.970\t0.099\t0.638\t0.028\t-0.659\t0.078\t\n",
"OGLE-BLG-RRLYR-11892\t0.720\t0.051\t0.742\t0.019\t1.661\t0.042\t6380\t100\t0.137\t0.087\t0.690\t0.098\t0.554\t0.028\t-0.722\t0.077\t\n",
"OGLE-BLG-RRLYR-11896\t0.732\t0.051\t0.748\t0.020\t1.732\t0.042\t6620\t100\t0.055\t0.088\t0.516\t0.099\t0.473\t0.028\t-0.683\t0.078\t\n",
"OGLE-BLG-RRLYR-11897\t0.631\t0.050\t0.715\t0.019\t1.614\t0.042\t6420\t100\t0.267\t0.087\t0.793\t0.099\t0.535\t0.028\t-0.568\t0.077\t\n",
"OGLE-BLG-RRLYR-11898\t0.656\t0.052\t0.752\t0.019\t1.779\t0.042\t6740\t100\t-0.088\t0.088\t0.380\t0.099\t0.465\t0.028\t-0.809\t0.079\t\n",
"OGLE-BLG-RRLYR-11914\t0.679\t0.050\t0.771\t0.019\t1.649\t0.042\t6141\t99\t0.094\t0.087\t0.712\t0.099\t0.612\t0.028\t-0.848\t0.077\t\n",
"OGLE-BLG-RRLYR-11916\t0.680\t0.051\t0.806\t0.019\t1.697\t0.042\t6080\t100\t-0.038\t0.087\t0.587\t0.098\t0.624\t0.028\t-0.995\t0.078\t\n",
"OGLE-BLG-RRLYR-11925\t0.642\t0.050\t0.782\t0.019\t1.759\t0.042\t6456\t99\t-0.118\t0.087\t0.415\t0.099\t0.531\t0.028\t-0.931\t0.078\t\n",
"OGLE-BLG-RRLYR-11927\t0.580\t0.051\t0.707\t0.019\t1.619\t0.042\t6500\t100\t0.221\t0.087\t0.756\t0.098\t0.523\t0.028\t-0.588\t0.077\t\n",
"OGLE-BLG-RRLYR-11933\t0.642\t0.051\t0.717\t0.020\t1.638\t0.042\t6480\t100\t0.251\t0.087\t0.760\t0.099\t0.516\t0.028\t-0.559\t0.078\t\n",
"OGLE-BLG-RRLYR-11948\t0.567\t0.049\t0.682\t0.019\t1.617\t0.042\t6695\t99\t0.258\t0.087\t0.751\t0.098\t0.482\t0.028\t-0.487\t0.077\t\n",
"OGLE-BLG-RRLYR-11958\t0.646\t0.050\t0.700\t0.019\t1.582\t0.042\t6410\t100\t0.301\t0.087\t0.866\t0.098\t0.551\t0.028\t-0.551\t0.077\t\n",
"OGLE-BLG-RRLYR-11959\t0.653\t0.050\t0.718\t0.019\t1.672\t0.042\t6610\t100\t0.154\t0.087\t0.643\t0.099\t0.488\t0.028\t-0.613\t0.077\t\n",
"OGLE-BLG-RRLYR-11967\t0.669\t0.051\t0.791\t0.019\t1.586\t0.042\t5820\t100\t0.178\t0.087\t0.877\t0.099\t0.696\t0.028\t-0.890\t0.078\t\n",
"OGLE-BLG-RRLYR-11968\t0.563\t0.052\t0.708\t0.019\t1.696\t0.042\t6758\t99\t0.090\t0.088\t0.555\t0.099\t0.459\t0.028\t-0.623\t0.078\t\n",
"OGLE-BLG-RRLYR-11973\t0.693\t0.050\t0.708\t0.019\t1.632\t0.042\t6539\t99\t0.243\t0.087\t0.763\t0.099\t0.518\t0.028\t-0.566\t0.077\t\n",
"OGLE-BLG-RRLYR-11987\t0.633\t0.050\t0.772\t0.019\t1.614\t0.042\t6059\t99\t0.155\t0.088\t0.79\t0.10\t0.639\t0.028\t-0.829\t0.077\t\n",
"OGLE-BLG-RRLYR-11992\t0.632\t0.050\t0.741\t0.019\t1.685\t0.042\t6502\t99\t0.073\t0.087\t0.610\t0.099\t0.528\t0.028\t-0.748\t0.077\t\n",
"OGLE-BLG-RRLYR-11994\t0.721\t0.050\t0.747\t0.019\t1.592\t0.042\t6097\t99\t0.235\t0.087\t0.865\t0.098\t0.626\t0.028\t-0.732\t0.077\t\n",
"OGLE-BLG-RRLYR-12001\t0.608\t0.053\t0.702\t0.019\t1.608\t0.042\t6490\t100\t0.269\t0.088\t0.789\t0.099\t0.522\t0.028\t-0.540\t0.079\t\n",
"OGLE-BLG-RRLYR-12011\t0.610\t0.051\t0.767\t0.019\t1.593\t0.042\t6000\t100\t0.171\t0.087\t0.831\t0.098\t0.653\t0.028\t-0.829\t0.078\t\n",
"OGLE-BLG-RRLYR-12027\t0.668\t0.050\t0.727\t0.019\t1.634\t0.042\t6400\t100\t0.189\t0.087\t0.755\t0.099\t0.552\t0.028\t-0.671\t0.077\t\n",
"OGLE-BLG-RRLYR-12028\t0.694\t0.055\t0.746\t0.020\t1.668\t0.043\t6380\t100\t0.123\t0.089\t0.66\t0.10\t0.549\t0.029\t-0.731\t0.081\t\n",
"OGLE-BLG-RRLYR-12030\t0.714\t0.052\t0.755\t0.020\t1.693\t0.042\t6410\t100\t0.085\t0.088\t0.609\t0.099\t0.537\t0.028\t-0.752\t0.078\t\n",
"OGLE-BLG-RRLYR-12042\t0.668\t0.050\t0.742\t0.019\t1.590\t0.041\t6140\t100\t0.228\t0.087\t0.842\t0.098\t0.613\t0.028\t-0.718\t0.077\t\n",
"OGLE-BLG-RRLYR-12046\t0.653\t0.050\t0.819\t0.019\t1.799\t0.042\t6335\t99\t-0.233\t0.087\t0.325\t0.099\t0.557\t0.028\t-1.091\t0.078\t\n",
"OGLE-BLG-RRLYR-12049\t0.684\t0.052\t0.732\t0.020\t1.602\t0.042\t6250\t100\t0.237\t0.088\t0.828\t0.099\t0.589\t0.028\t-0.677\t0.080\t\n",
"OGLE-BLG-RRLYR-12052\t0.731\t0.054\t0.721\t0.019\t1.640\t0.043\t6470\t100\t0.205\t0.089\t0.74\t0.10\t0.537\t0.028\t-0.630\t0.079\t\n",
"OGLE-BLG-RRLYR-12056\t0.725\t0.050\t0.863\t0.019\t1.817\t0.042\t6089\t99\t-0.317\t0.087\t0.308\t0.099\t0.622\t0.028\t-1.283\t0.077\t\n",
"OGLE-BLG-RRLYR-12060\t0.625\t0.051\t0.798\t0.019\t1.819\t0.042\t6550\t100\t-0.245\t0.087\t0.267\t0.099\t0.509\t0.028\t-1.028\t0.078\t\n",
"OGLE-BLG-RRLYR-12062\t0.623\t0.050\t0.728\t0.019\t1.622\t0.042\t6381\t99\t0.231\t0.088\t0.76\t0.10\t0.537\t0.028\t-0.610\t0.077\t\n",
"OGLE-BLG-RRLYR-12063\t0.575\t0.053\t0.719\t0.020\t1.733\t0.042\t6810\t100\t0.011\t0.089\t0.46\t0.10\t0.446\t0.028\t-0.680\t0.080\t\n",
"OGLE-BLG-RRLYR-12077\t0.552\t0.054\t0.683\t0.020\t1.579\t0.042\t6510\t100\t0.312\t0.088\t0.835\t0.099\t0.520\t0.028\t-0.491\t0.079\t\n",
"OGLE-BLG-RRLYR-12081\t0.748\t0.051\t0.756\t0.019\t1.653\t0.042\t6264\t99\t0.128\t0.087\t0.717\t0.098\t0.587\t0.028\t-0.781\t0.078\t\n",
"OGLE-BLG-RRLYR-12082\t0.692\t0.050\t0.748\t0.019\t1.615\t0.041\t6190\t100\t0.205\t0.087\t0.795\t0.098\t0.595\t0.028\t-0.716\t0.077\t\n",
"OGLE-BLG-RRLYR-12083\t0.659\t0.051\t0.738\t0.019\t1.690\t0.042\t6530\t100\t0.123\t0.087\t0.622\t0.099\t0.507\t0.028\t-0.668\t0.078\t\n",
"OGLE-BLG-RRLYR-12085\t0.613\t0.051\t0.702\t0.019\t1.665\t0.042\t6715\t99\t0.179\t0.087\t0.655\t0.098\t0.472\t0.028\t-0.551\t0.077\t\n",
"OGLE-BLG-RRLYR-12087\t0.633\t0.051\t0.779\t0.019\t1.668\t0.042\t6160\t100\t0.035\t0.087\t0.641\t0.098\t0.603\t0.028\t-0.891\t0.078\t\n",
"OGLE-BLG-RRLYR-12088\t0.623\t0.051\t0.709\t0.019\t1.637\t0.042\t6550\t100\t0.253\t0.087\t0.742\t0.099\t0.501\t0.028\t-0.536\t0.078\t\n",
"OGLE-BLG-RRLYR-12090\t0.585\t0.050\t0.682\t0.019\t1.509\t0.042\t6310\t100\t0.408\t0.087\t0.996\t0.099\t0.576\t0.028\t-0.474\t0.077\t\n",
"OGLE-BLG-RRLYR-12091\t0.614\t0.052\t0.719\t0.020\t1.594\t0.042\t6320\t100\t0.263\t0.088\t0.832\t0.099\t0.570\t0.028\t-0.618\t0.080\t\n",
"OGLE-BLG-RRLYR-12095\t0.566\t0.052\t0.686\t0.019\t1.665\t0.042\t6830\t100\t0.181\t0.088\t0.635\t0.099\t0.446\t0.028\t-0.509\t0.078\t\n",
"OGLE-BLG-RRLYR-12103\t0.652\t0.051\t0.809\t0.019\t1.786\t0.042\t6380\t100\t-0.207\t0.087\t0.362\t0.099\t0.557\t0.028\t-1.062\t0.079\t\n",
"OGLE-BLG-RRLYR-12104\t0.588\t0.051\t0.729\t0.020\t1.717\t0.042\t6690\t100\t0.026\t0.088\t0.513\t0.099\t0.478\t0.028\t-0.719\t0.079\t\n",
"OGLE-BLG-RRLYR-12112\t0.562\t0.053\t0.681\t0.020\t1.644\t0.042\t6780\t100\t0.266\t0.088\t0.709\t0.099\t0.446\t0.028\t-0.436\t0.079\t\n",
"OGLE-BLG-RRLYR-12115\t0.683\t0.049\t0.726\t0.019\t1.551\t0.042\t6120\t99\t0.375\t0.087\t0.986\t0.098\t0.614\t0.028\t-0.584\t0.076\t\n",
"OGLE-BLG-RRLYR-12119\t0.672\t0.049\t0.814\t0.019\t1.776\t0.042\t6287\t99\t-0.189\t0.087\t0.393\t0.098\t0.575\t0.028\t-1.072\t0.077\t\n",
"OGLE-BLG-RRLYR-12125\t0.621\t0.051\t0.702\t0.019\t1.604\t0.042\t6480\t100\t0.289\t0.087\t0.812\t0.098\t0.527\t0.028\t-0.533\t0.078\t\n",
"OGLE-BLG-RRLYR-12128\t0.598\t0.052\t0.702\t0.020\t1.661\t0.042\t6690\t100\t0.202\t0.088\t0.664\t0.099\t0.470\t0.028\t-0.533\t0.078\t\n",
"OGLE-BLG-RRLYR-12129\t0.602\t0.052\t0.731\t0.020\t1.672\t0.042\t6510\t100\t0.118\t0.087\t0.628\t0.099\t0.513\t0.028\t-0.679\t0.079\t\n",
"OGLE-BLG-RRLYR-12131\t0.593\t0.051\t0.714\t0.019\t1.684\t0.042\t6700\t100\t0.125\t0.087\t0.607\t0.099\t0.474\t0.028\t-0.607\t0.078\t\n",
"OGLE-BLG-RRLYR-12136\t0.618\t0.050\t0.751\t0.019\t1.572\t0.041\t6040\t100\t0.234\t0.087\t0.886\t0.098\t0.644\t0.028\t-0.751\t0.077\t\n",
"OGLE-BLG-RRLYR-12138\t0.625\t0.051\t0.696\t0.019\t1.612\t0.042\t6550\t100\t0.307\t0.087\t0.811\t0.099\t0.507\t0.028\t-0.489\t0.078\t\n",
"OGLE-BLG-RRLYR-12141\t0.663\t0.051\t0.714\t0.019\t1.650\t0.042\t6550\t100\t0.193\t0.087\t0.710\t0.099\t0.512\t0.028\t-0.610\t0.078\t\n",
"OGLE-BLG-RRLYR-12142\t0.574\t0.052\t0.693\t0.019\t1.621\t0.042\t6600\t100\t0.259\t0.087\t0.758\t0.099\t0.496\t0.028\t-0.509\t0.078\t\n",
"OGLE-BLG-RRLYR-12150\t0.734\t0.050\t0.744\t0.019\t1.614\t0.042\t6190\t100\t0.210\t0.087\t0.816\t0.098\t0.601\t0.028\t-0.724\t0.077\t\n",
"OGLE-BLG-RRLYR-12157\t0.648\t0.050\t0.732\t0.019\t1.627\t0.042\t6347\t99\t0.223\t0.087\t0.767\t0.098\t0.554\t0.028\t-0.638\t0.077\t\n",
"OGLE-BLG-RRLYR-12161\t0.612\t0.051\t0.703\t0.019\t1.629\t0.042\t6576\t99\t0.222\t0.087\t0.734\t0.099\t0.508\t0.028\t-0.563\t0.078\t\n",
"OGLE-BLG-RRLYR-12166\t0.597\t0.050\t0.722\t0.019\t1.679\t0.042\t6626\t99\t0.098\t0.087\t0.600\t0.098\t0.496\t0.028\t-0.664\t0.077\t\n",
"OGLE-BLG-RRLYR-12168\t0.660\t0.051\t0.732\t0.019\t1.608\t0.042\t6270\t100\t0.237\t0.087\t0.809\t0.099\t0.576\t0.028\t-0.656\t0.077\t\n",
"OGLE-BLG-RRLYR-12171\t0.737\t0.051\t0.771\t0.019\t1.647\t0.042\t6120\t100\t0.115\t0.087\t0.733\t0.098\t0.616\t0.028\t-0.837\t0.078\t\n",
"OGLE-BLG-RRLYR-12173\t0.604\t0.051\t0.771\t0.019\t1.539\t0.042\t5800\t100\t0.273\t0.087\t0.989\t0.099\t0.706\t0.028\t-0.807\t0.078\t\n",
"OGLE-BLG-RRLYR-12177\t0.677\t0.050\t0.842\t0.019\t1.756\t0.042\t6030\t100\t-0.175\t0.087\t0.457\t0.099\t0.632\t0.028\t-1.152\t0.078\t\n",
"OGLE-BLG-RRLYR-12186\t0.693\t0.052\t0.726\t0.019\t1.615\t0.042\t6337\t99\t0.227\t0.088\t0.797\t0.099\t0.567\t0.028\t-0.655\t0.078\t\n",
"OGLE-BLG-RRLYR-12187\t0.622\t0.050\t0.751\t0.019\t1.719\t0.042\t6550\t100\t-0.018\t0.087\t0.491\t0.099\t0.503\t0.028\t-0.801\t0.077\t\n",
"OGLE-BLG-RRLYR-12189\t0.549\t0.051\t0.673\t0.019\t1.611\t0.042\t6740\t100\t0.282\t0.087\t0.761\t0.099\t0.469\t0.028\t-0.443\t0.078\t\n",
"OGLE-BLG-RRLYR-12190\t0.669\t0.050\t0.717\t0.019\t1.616\t0.042\t6400\t100\t0.244\t0.087\t0.793\t0.098\t0.549\t0.028\t-0.611\t0.078\t\n",
"OGLE-BLG-RRLYR-12200\t0.638\t0.051\t0.759\t0.019\t1.740\t0.042\t6574\t99\t-0.044\t0.087\t0.472\t0.099\t0.511\t0.028\t-0.836\t0.077\t\n",
"OGLE-BLG-RRLYR-12201\t0.584\t0.051\t0.689\t0.019\t1.657\t0.042\t6782\t99\t0.187\t0.088\t0.656\t0.099\t0.460\t0.028\t-0.527\t0.078\t\n",
"OGLE-BLG-RRLYR-12203\t0.576\t0.050\t0.703\t0.019\t1.601\t0.042\t6480\t100\t0.291\t0.087\t0.799\t0.099\t0.513\t0.028\t-0.514\t0.077\t\n",
"OGLE-BLG-RRLYR-12205\t0.636\t0.050\t0.737\t0.019\t1.566\t0.042\t6119\t99\t0.307\t0.088\t0.92\t0.10\t0.618\t0.028\t-0.651\t0.077\t\n",
"OGLE-BLG-RRLYR-12214\t0.691\t0.050\t0.749\t0.019\t1.661\t0.042\t6320\t100\t0.115\t0.087\t0.687\t0.098\t0.565\t0.028\t-0.763\t0.077\t\n",
"OGLE-BLG-RRLYR-12224\t0.627\t0.050\t0.688\t0.019\t1.567\t0.042\t6446\t99\t0.356\t0.087\t0.906\t0.098\t0.541\t0.028\t-0.488\t0.077\t\n",
"OGLE-BLG-RRLYR-12229\t0.624\t0.050\t0.718\t0.019\t1.566\t0.042\t6230\t100\t0.301\t0.087\t0.889\t0.098\t0.591\t0.028\t-0.606\t0.077\t\n",
"OGLE-BLG-RRLYR-12230\t0.641\t0.051\t0.734\t0.019\t1.681\t0.042\t6520\t100\t0.120\t0.087\t0.630\t0.099\t0.505\t0.028\t-0.670\t0.078\t\n",
"OGLE-BLG-RRLYR-12233\t0.598\t0.051\t0.705\t0.019\t1.599\t0.042\t6436\t99\t0.265\t0.087\t0.810\t0.098\t0.540\t0.028\t-0.571\t0.077\t\n",
"OGLE-BLG-RRLYR-12241\t0.752\t0.050\t0.751\t0.019\t1.624\t0.042\t6182\t99\t0.185\t0.087\t0.798\t0.099\t0.606\t0.028\t-0.755\t0.078\t\n",
"OGLE-BLG-RRLYR-12246\t0.626\t0.050\t0.690\t0.019\t1.568\t0.042\t6440\t100\t0.358\t0.087\t0.915\t0.098\t0.541\t0.028\t-0.484\t0.077\t\n",
"OGLE-BLG-RRLYR-12248\t0.543\t0.051\t0.674\t0.019\t1.603\t0.042\t6690\t100\t0.318\t0.088\t0.799\t0.099\t0.475\t0.028\t-0.416\t0.078\t\n",
"OGLE-BLG-RRLYR-12249\t0.726\t0.050\t0.733\t0.019\t1.654\t0.042\t6422\t99\t0.185\t0.087\t0.723\t0.099\t0.541\t0.028\t-0.652\t0.078\t\n",
"OGLE-BLG-RRLYR-12251\t0.590\t0.051\t0.708\t0.019\t1.640\t0.042\t6570\t100\t0.179\t0.087\t0.701\t0.098\t0.510\t0.028\t-0.611\t0.078\t\n",
"OGLE-BLG-RRLYR-12253\t0.607\t0.051\t0.787\t0.019\t1.570\t0.042\t5810\t100\t0.203\t0.087\t0.911\t0.099\t0.701\t0.028\t-0.871\t0.078\t\n",
"OGLE-BLG-RRLYR-12258\t0.551\t0.053\t0.678\t0.020\t1.618\t0.043\t6692\t99\t0.279\t0.088\t0.74\t0.10\t0.471\t0.028\t-0.455\t0.079\t\n",
"OGLE-BLG-RRLYR-12262\t0.709\t0.050\t0.727\t0.019\t1.622\t0.043\t6346\t99\t0.262\t0.089\t0.79\t0.10\t0.546\t0.028\t-0.592\t0.078\t\n",
"OGLE-BLG-RRLYR-12273\t0.675\t0.052\t0.731\t0.020\t1.683\t0.042\t6530\t100\t0.191\t0.088\t0.679\t0.099\t0.496\t0.028\t-0.596\t0.079\t\n",
"OGLE-BLG-RRLYR-12274\t0.759\t0.051\t0.807\t0.019\t1.771\t0.042\t6310\t100\t-0.140\t0.088\t0.42\t0.10\t0.569\t0.028\t-1.017\t0.079\t\n",
"OGLE-BLG-RRLYR-12275\t0.647\t0.050\t0.802\t0.019\t1.813\t0.042\t6500\t100\t-0.239\t0.087\t0.281\t0.099\t0.519\t0.028\t-1.039\t0.078\t\n",
"OGLE-BLG-RRLYR-12279\t0.586\t0.050\t0.694\t0.019\t1.633\t0.042\t6661\t99\t0.218\t0.087\t0.712\t0.099\t0.489\t0.028\t-0.535\t0.077\t\n",
"OGLE-BLG-RRLYR-12282\t0.647\t0.051\t0.749\t0.019\t1.534\t0.042\t5920\t100\t0.321\t0.087\t1.003\t0.099\t0.676\t0.028\t-0.717\t0.077\t\n",
"OGLE-BLG-RRLYR-12284\t0.614\t0.050\t0.729\t0.019\t1.689\t0.042\t6602\t99\t0.076\t0.087\t0.590\t0.098\t0.503\t0.028\t-0.705\t0.077\t\n",
"OGLE-BLG-RRLYR-12287\t0.597\t0.050\t0.705\t0.019\t1.688\t0.042\t6780\t100\t0.132\t0.087\t0.600\t0.099\t0.459\t0.028\t-0.581\t0.077\t\n",
"OGLE-BLG-RRLYR-12288\t0.551\t0.049\t0.679\t0.019\t1.615\t0.042\t6700\t100\t0.218\t0.087\t0.696\t0.099\t0.464\t0.028\t-0.498\t0.077\t\n",
"OGLE-BLG-RRLYR-12290\t0.691\t0.051\t0.800\t0.020\t1.712\t0.043\t6180\t100\t-0.034\t0.089\t0.57\t0.10\t0.605\t0.029\t-0.965\t0.080\t\n",
"OGLE-BLG-RRLYR-12292\t0.787\t0.061\t0.761\t0.021\t1.708\t0.044\t6430\t100\t0.049\t0.091\t0.59\t0.10\t0.547\t0.028\t-0.797\t0.083\t\n",
"OGLE-BLG-RRLYR-12304\t0.575\t0.050\t0.664\t0.019\t1.551\t0.042\t6565\t99\t0.399\t0.087\t0.914\t0.098\t0.510\t0.028\t-0.385\t0.077\t\n",
"OGLE-BLG-RRLYR-12310\t0.641\t0.051\t0.694\t0.019\t1.631\t0.042\t6650\t100\t0.242\t0.087\t0.745\t0.099\t0.493\t0.028\t-0.523\t0.078\t\n",
"OGLE-BLG-RRLYR-12316\t0.701\t0.051\t0.724\t0.019\t1.613\t0.042\t6343\t99\t0.232\t0.088\t0.794\t0.099\t0.564\t0.028\t-0.647\t0.078\t\n",
"OGLE-BLG-RRLYR-12323\t0.680\t0.052\t0.803\t0.020\t1.867\t0.042\t6670\t100\t-0.301\t0.088\t0.182\t0.099\t0.478\t0.029\t-1.041\t0.081\t\n",
"OGLE-BLG-RRLYR-12325\t0.710\t0.050\t0.788\t0.019\t1.641\t0.042\t6030\t100\t0.103\t0.087\t0.743\t0.098\t0.641\t0.028\t-0.886\t0.078\t\n",
"OGLE-BLG-RRLYR-12331\t0.623\t0.050\t0.693\t0.019\t1.609\t0.042\t6576\t99\t0.268\t0.087\t0.792\t0.098\t0.511\t0.028\t-0.524\t0.077\t\n",
"OGLE-BLG-RRLYR-12333\t0.696\t0.051\t0.752\t0.019\t1.634\t0.042\t6216\t99\t0.155\t0.087\t0.742\t0.099\t0.592\t0.028\t-0.762\t0.078\t\n",
"OGLE-BLG-RRLYR-12337\t0.634\t0.050\t0.736\t0.019\t1.532\t0.042\t6010\t100\t0.331\t0.087\t0.985\t0.098\t0.652\t0.028\t-0.666\t0.077\t\n",
"OGLE-BLG-RRLYR-12346\t0.587\t0.058\t0.730\t0.023\t1.618\t0.048\t6320\t110\t0.217\t0.096\t0.77\t0.11\t0.555\t0.030\t-0.641\t0.085\t\n",
"OGLE-BLG-RRLYR-12348\t0.618\t0.050\t0.721\t0.019\t1.595\t0.042\t6312\t99\t0.304\t0.087\t0.852\t0.099\t0.559\t0.028\t-0.581\t0.077\t\n",
"OGLE-BLG-RRLYR-12349\t0.696\t0.050\t0.786\t0.019\t1.706\t0.042\t6241\t99\t0.003\t0.087\t0.576\t0.098\t0.577\t0.028\t-0.893\t0.077\t\n",
"OGLE-BLG-RRLYR-12353\t0.643\t0.050\t0.716\t0.019\t1.612\t0.042\t6400\t100\t0.254\t0.087\t0.794\t0.098\t0.546\t0.028\t-0.596\t0.077\t\n",
"OGLE-BLG-RRLYR-12356\t0.598\t0.051\t0.744\t0.019\t1.766\t0.042\t6760\t100\t-0.071\t0.087\t0.401\t0.099\t0.462\t0.028\t-0.787\t0.078\t\n",
"OGLE-BLG-RRLYR-12360\t0.575\t0.052\t0.689\t0.020\t1.648\t0.042\t6730\t100\t0.259\t0.088\t0.708\t0.099\t0.459\t0.028\t-0.462\t0.079\t\n",
"OGLE-BLG-RRLYR-12370\t0.565\t0.049\t0.697\t0.019\t1.666\t0.041\t6761\t99\t0.154\t0.087\t0.628\t0.098\t0.466\t0.028\t-0.569\t0.077\t\n",
"OGLE-BLG-RRLYR-12372\t0.659\t0.051\t0.728\t0.019\t1.595\t0.042\t6250\t100\t0.249\t0.088\t0.832\t0.099\t0.586\t0.028\t-0.660\t0.079\t\n",
"OGLE-BLG-RRLYR-12373\t0.643\t0.052\t0.714\t0.019\t1.653\t0.042\t6570\t100\t0.201\t0.087\t0.698\t0.099\t0.503\t0.028\t-0.582\t0.078\t\n",
"OGLE-BLG-RRLYR-12380\t0.597\t0.051\t0.705\t0.019\t1.581\t0.042\t6370\t100\t0.310\t0.087\t0.862\t0.098\t0.552\t0.028\t-0.547\t0.078\t\n",
"OGLE-BLG-RRLYR-12386\t0.596\t0.056\t0.709\t0.020\t1.594\t0.043\t6410\t100\t0.261\t0.089\t0.81\t0.10\t0.550\t0.028\t-0.591\t0.081\t\n",
"OGLE-BLG-RRLYR-12387\t0.652\t0.049\t0.841\t0.019\t1.752\t0.042\t6020\t100\t-0.190\t0.087\t0.45\t0.10\t0.635\t0.028\t-1.174\t0.077\t\n",
"OGLE-BLG-RRLYR-12390\t0.735\t0.052\t0.749\t0.019\t1.667\t0.042\t6360\t100\t0.107\t0.088\t0.674\t0.099\t0.561\t0.028\t-0.759\t0.079\t\n",
"OGLE-BLG-RRLYR-12397\t0.661\t0.051\t0.759\t0.019\t1.719\t0.042\t6490\t100\t-0.003\t0.088\t0.527\t0.099\t0.528\t0.028\t-0.817\t0.078\t\n",
"OGLE-BLG-RRLYR-12399\t0.596\t0.056\t0.719\t0.021\t1.644\t0.043\t6500\t100\t0.177\t0.089\t0.69\t0.10\t0.521\t0.029\t-0.632\t0.082\t\n",
"OGLE-BLG-RRLYR-12400\t0.644\t0.051\t0.730\t0.019\t1.655\t0.042\t6470\t100\t0.181\t0.087\t0.697\t0.099\t0.524\t0.028\t-0.635\t0.078\t\n",
"OGLE-BLG-RRLYR-12444\t0.576\t0.061\t0.689\t0.021\t1.606\t0.046\t6600\t110\t0.269\t0.093\t0.78\t0.10\t0.504\t0.030\t-0.510\t0.086\t\n",
"OGLE-BLG-RRLYR-12454\t0.659\t0.052\t0.732\t0.019\t1.667\t0.042\t6480\t100\t0.129\t0.088\t0.655\t0.099\t0.527\t0.028\t-0.688\t0.079\t\n",
"OGLE-BLG-RRLYR-12458\t0.738\t0.050\t0.773\t0.019\t1.776\t0.042\t6590\t100\t-0.100\t0.087\t0.405\t0.099\t0.505\t0.028\t-0.877\t0.077\t\n",
"OGLE-BLG-RRLYR-12462\t0.583\t0.051\t0.699\t0.019\t1.644\t0.042\t6662\t99\t0.228\t0.087\t0.711\t0.099\t0.482\t0.028\t-0.520\t0.078\t\n",
"OGLE-BLG-RRLYR-12485\t0.601\t0.050\t0.689\t0.019\t1.596\t0.042\t6550\t100\t0.316\t0.087\t0.832\t0.099\t0.510\t0.028\t-0.482\t0.077\t\n",
"OGLE-BLG-RRLYR-12487\t0.707\t0.051\t0.774\t0.019\t1.701\t0.042\t6300\t99\t0.018\t0.088\t0.580\t0.099\t0.568\t0.028\t-0.858\t0.078\t\n",
"OGLE-BLG-RRLYR-12493\t0.641\t0.050\t0.709\t0.019\t1.675\t0.042\t6697\t99\t0.152\t0.087\t0.641\t0.098\t0.479\t0.028\t-0.593\t0.077\t\n",
"OGLE-BLG-RRLYR-12497\t0.712\t0.050\t0.775\t0.019\t1.605\t0.042\t6003\t99\t0.190\t0.087\t0.836\t0.099\t0.651\t0.028\t-0.808\t0.078\t\n",
"OGLE-BLG-RRLYR-12502\t0.594\t0.050\t0.721\t0.019\t1.649\t0.042\t6510\t100\t0.187\t0.087\t0.682\t0.099\t0.499\t0.028\t-0.598\t0.077\t\n",
"OGLE-BLG-RRLYR-12506\t0.692\t0.051\t0.727\t0.019\t1.614\t0.042\t6320\t100\t0.257\t0.087\t0.812\t0.099\t0.562\t0.028\t-0.620\t0.078\t\n",
"OGLE-BLG-RRLYR-12513\t0.654\t0.051\t0.716\t0.019\t1.619\t0.042\t6430\t100\t0.229\t0.087\t0.777\t0.099\t0.544\t0.028\t-0.615\t0.078\t\n",
"OGLE-BLG-RRLYR-12518\t0.569\t0.050\t0.717\t0.019\t1.719\t0.042\t6811\t99\t0.038\t0.087\t0.500\t0.099\t0.453\t0.028\t-0.662\t0.077\t\n",
"OGLE-BLG-RRLYR-12520\t0.642\t0.050\t0.728\t0.019\t1.605\t0.042\t6280\t100\t0.222\t0.087\t0.803\t0.099\t0.577\t0.028\t-0.670\t0.077\t\n",
"OGLE-BLG-RRLYR-12522\t0.669\t0.050\t0.739\t0.019\t1.635\t0.042\t6326\t99\t0.197\t0.087\t0.739\t0.099\t0.556\t0.028\t-0.669\t0.077\t\n",
"OGLE-BLG-RRLYR-12524\t0.619\t0.051\t0.728\t0.019\t1.686\t0.042\t6608\t99\t0.091\t0.088\t0.596\t0.099\t0.501\t0.028\t-0.685\t0.078\t\n",
"OGLE-BLG-RRLYR-12526\t0.643\t0.050\t0.733\t0.019\t1.613\t0.042\t6290\t100\t0.225\t0.087\t0.793\t0.098\t0.571\t0.028\t-0.660\t0.077\t\n",
"OGLE-BLG-RRLYR-12529\t0.760\t0.050\t0.769\t0.019\t1.682\t0.042\t6268\t99\t0.130\t0.087\t0.685\t0.098\t0.566\t0.028\t-0.761\t0.077\t\n",
"OGLE-BLG-RRLYR-12535\t0.608\t0.050\t0.705\t0.019\t1.583\t0.042\t6361\t99\t0.302\t0.087\t0.855\t0.098\t0.555\t0.028\t-0.558\t0.077\t\n",
"OGLE-BLG-RRLYR-12536\t0.632\t0.050\t0.706\t0.019\t1.582\t0.042\t6373\t99\t0.334\t0.088\t0.869\t0.099\t0.546\t0.028\t-0.517\t0.078\t\n",
"OGLE-BLG-RRLYR-12544\t0.656\t0.050\t0.726\t0.019\t1.644\t0.042\t6450\t100\t0.195\t0.087\t0.726\t0.098\t0.533\t0.028\t-0.636\t0.077\t\n",
"OGLE-BLG-RRLYR-12548\t0.649\t0.051\t0.819\t0.019\t1.631\t0.042\t5790\t100\t0.087\t0.088\t0.79\t0.10\t0.694\t0.029\t-0.976\t0.079\t\n",
"OGLE-BLG-RRLYR-12551\t0.626\t0.052\t0.728\t0.020\t1.682\t0.042\t6560\t100\t0.119\t0.088\t0.613\t0.099\t0.500\t0.028\t-0.663\t0.078\t\n",
"OGLE-BLG-RRLYR-12556\t0.562\t0.049\t0.745\t0.019\t1.770\t0.041\t6780\t100\t-0.086\t0.087\t0.381\t0.098\t0.460\t0.028\t-0.800\t0.077\t\n",
"OGLE-BLG-RRLYR-12560\t0.575\t0.051\t0.678\t0.019\t1.621\t0.042\t6730\t100\t0.263\t0.087\t0.747\t0.099\t0.472\t0.028\t-0.468\t0.078\t\n",
"OGLE-BLG-RRLYR-12563\t0.702\t0.050\t0.775\t0.019\t1.736\t0.041\t6430\t100\t-0.051\t0.087\t0.503\t0.098\t0.544\t0.028\t-0.898\t0.077\t\n",
"OGLE-BLG-RRLYR-12578\t0.705\t0.049\t0.751\t0.019\t1.545\t0.041\t5933\t99\t0.298\t0.087\t0.980\t0.098\t0.676\t0.028\t-0.732\t0.077\t\n",
"OGLE-BLG-RRLYR-12580\t0.692\t0.052\t0.777\t0.019\t1.573\t0.042\t5850\t100\t0.224\t0.087\t0.921\t0.099\t0.690\t0.028\t-0.834\t0.078\t\n",
"OGLE-BLG-RRLYR-12584\t0.597\t0.053\t0.748\t0.020\t1.778\t0.043\t6770\t100\t-0.099\t0.089\t0.36\t0.10\t0.458\t0.028\t-0.804\t0.079\t\n",
"OGLE-BLG-RRLYR-12588\t0.638\t0.050\t0.731\t0.019\t1.634\t0.042\t6406\t99\t0.212\t0.087\t0.736\t0.099\t0.533\t0.028\t-0.622\t0.077\t\n",
"OGLE-BLG-RRLYR-12592\t0.695\t0.052\t0.730\t0.020\t1.612\t0.042\t6290\t100\t0.234\t0.087\t0.802\t0.098\t0.576\t0.029\t-0.651\t0.079\t\n",
"OGLE-BLG-RRLYR-12595\t0.592\t0.052\t0.686\t0.019\t1.643\t0.042\t6750\t100\t0.225\t0.088\t0.701\t0.099\t0.466\t0.028\t-0.496\t0.079\t\n",
"OGLE-BLG-RRLYR-12598\t0.561\t0.051\t0.686\t0.019\t1.599\t0.042\t6600\t100\t0.294\t0.087\t0.806\t0.099\t0.501\t0.028\t-0.482\t0.077\t\n",
"OGLE-BLG-RRLYR-12601\t0.707\t0.052\t0.754\t0.020\t1.626\t0.042\t6180\t100\t0.170\t0.088\t0.762\t0.099\t0.600\t0.029\t-0.752\t0.080\t\n",
"OGLE-BLG-RRLYR-12602\t0.620\t0.052\t0.719\t0.020\t1.683\t0.042\t6630\t100\t0.123\t0.088\t0.611\t0.099\t0.487\t0.028\t-0.634\t0.078\t\n",
"OGLE-BLG-RRLYR-12613\t0.559\t0.050\t0.722\t0.019\t1.554\t0.042\t6170\t100\t0.282\t0.087\t0.901\t0.098\t0.615\t0.028\t-0.659\t0.078\t\n",
"OGLE-BLG-RRLYR-12617\t0.519\t0.050\t0.678\t0.019\t1.681\t0.042\t6948\t99\t0.155\t0.087\t0.587\t0.098\t0.422\t0.028\t-0.496\t0.077\t\n",
"OGLE-BLG-RRLYR-12619\t0.610\t0.051\t0.703\t0.019\t1.594\t0.042\t6420\t100\t0.289\t0.087\t0.832\t0.098\t0.541\t0.028\t-0.550\t0.078\t\n",
"OGLE-BLG-RRLYR-12627\t0.703\t0.051\t0.731\t0.019\t1.658\t0.042\t6455\t99\t0.169\t0.087\t0.700\t0.099\t0.534\t0.028\t-0.661\t0.077\t\n",
"OGLE-BLG-RRLYR-12632\t0.717\t0.053\t0.734\t0.020\t1.654\t0.042\t6410\t100\t0.165\t0.088\t0.707\t0.099\t0.547\t0.028\t-0.691\t0.080\t\n",
"OGLE-BLG-RRLYR-12638\t0.618\t0.054\t0.714\t0.020\t1.629\t0.043\t6480\t100\t0.228\t0.089\t0.73\t0.10\t0.520\t0.028\t-0.580\t0.080\t\n",
"OGLE-BLG-RRLYR-12644\t0.586\t0.050\t0.759\t0.019\t1.750\t0.041\t6610\t100\t-0.073\t0.087\t0.430\t0.098\t0.500\t0.028\t-0.845\t0.077\t\n",
"OGLE-BLG-RRLYR-12648\t0.546\t0.050\t0.676\t0.019\t1.573\t0.042\t6570\t100\t0.341\t0.087\t0.866\t0.098\t0.508\t0.028\t-0.447\t0.078\t\n",
"OGLE-BLG-RRLYR-12669\t0.676\t0.053\t0.733\t0.020\t1.683\t0.042\t6530\t100\t0.117\t0.088\t0.629\t0.099\t0.513\t0.028\t-0.679\t0.079\t\n",
"OGLE-BLG-RRLYR-12671\t0.594\t0.050\t0.733\t0.019\t1.620\t0.042\t6310\t100\t0.182\t0.087\t0.748\t0.098\t0.566\t0.028\t-0.690\t0.078\t\n",
"OGLE-BLG-RRLYR-12681\t0.698\t0.051\t0.721\t0.019\t1.625\t0.042\t6422\t99\t0.220\t0.087\t0.776\t0.099\t0.550\t0.028\t-0.632\t0.078\t\n",
"OGLE-BLG-RRLYR-12683\t0.647\t0.052\t0.709\t0.019\t1.615\t0.042\t6460\t100\t0.254\t0.087\t0.788\t0.099\t0.535\t0.028\t-0.578\t0.078\t\n",
"OGLE-BLG-RRLYR-12685\t0.615\t0.051\t0.715\t0.019\t1.657\t0.042\t6583\t99\t0.182\t0.087\t0.684\t0.099\t0.503\t0.028\t-0.599\t0.078\t\n",
"OGLE-BLG-RRLYR-12689\t0.575\t0.051\t0.770\t0.019\t1.748\t0.042\t6500\t100\t-0.103\t0.088\t0.418\t0.099\t0.520\t0.028\t-0.900\t0.079\t\n",
"OGLE-BLG-RRLYR-12702\t0.591\t0.051\t0.682\t0.019\t1.638\t0.042\t6760\t100\t0.234\t0.087\t0.710\t0.098\t0.465\t0.028\t-0.487\t0.078\t\n",
"OGLE-BLG-RRLYR-12704\t0.607\t0.065\t0.703\t0.022\t1.620\t0.046\t6550\t110\t0.230\t0.094\t0.75\t0.10\t0.517\t0.029\t-0.568\t0.088\t\n",
"OGLE-BLG-RRLYR-12707\t0.691\t0.051\t0.718\t0.019\t1.680\t0.042\t6647\t99\t0.148\t0.087\t0.649\t0.099\t0.491\t0.028\t-0.616\t0.077\t\n",
"OGLE-BLG-RRLYR-12710\t0.609\t0.051\t0.703\t0.019\t1.617\t0.042\t6520\t100\t0.263\t0.087\t0.777\t0.098\t0.517\t0.028\t-0.541\t0.078\t\n",
"OGLE-BLG-RRLYR-12711\t0.646\t0.050\t0.743\t0.019\t1.576\t0.042\t6110\t100\t0.253\t0.088\t0.87\t0.10\t0.618\t0.028\t-0.697\t0.078\t\n",
"OGLE-BLG-RRLYR-12713\t0.667\t0.051\t0.833\t0.019\t1.716\t0.042\t5980\t100\t-0.087\t0.087\t0.563\t0.099\t0.647\t0.029\t-1.083\t0.078\t\n",
"OGLE-BLG-RRLYR-12714\t0.580\t0.050\t0.708\t0.019\t1.577\t0.042\t6367\t99\t0.318\t0.087\t0.859\t0.099\t0.546\t0.028\t-0.539\t0.077\t\n",
"OGLE-BLG-RRLYR-12716\t0.720\t0.050\t0.821\t0.019\t1.762\t0.042\t6200\t99\t-0.159\t0.087\t0.446\t0.098\t0.599\t0.028\t-1.081\t0.077\t\n",
"OGLE-BLG-RRLYR-12721\t0.693\t0.051\t0.745\t0.019\t1.680\t0.042\t6434\t99\t0.109\t0.087\t0.658\t0.098\t0.540\t0.028\t-0.725\t0.077\t\n",
"OGLE-BLG-RRLYR-12735\t0.578\t0.050\t0.741\t0.019\t1.606\t0.042\t6230\t100\t0.208\t0.088\t0.78\t0.10\t0.582\t0.028\t-0.698\t0.077\t\n",
"OGLE-BLG-RRLYR-12739\t0.548\t0.050\t0.711\t0.019\t1.732\t0.042\t6900\t100\t0.044\t0.087\t0.485\t0.099\t0.427\t0.028\t-0.616\t0.077\t\n",
"OGLE-BLG-RRLYR-12741\t0.639\t0.051\t0.710\t0.019\t1.632\t0.042\t6540\t100\t0.238\t0.087\t0.759\t0.099\t0.515\t0.028\t-0.561\t0.077\t\n",
"OGLE-BLG-RRLYR-12745\t0.664\t0.058\t0.785\t0.021\t1.839\t0.043\t6740\t100\t-0.233\t0.091\t0.24\t0.10\t0.470\t0.029\t-0.957\t0.085\t\n",
"OGLE-BLG-RRLYR-12748\t0.672\t0.052\t0.712\t0.020\t1.612\t0.042\t6430\t100\t0.240\t0.088\t0.785\t0.099\t0.543\t0.028\t-0.604\t0.079\t\n",
"OGLE-BLG-RRLYR-12751\t0.716\t0.050\t0.761\t0.019\t1.617\t0.042\t6099\t99\t0.176\t0.087\t0.799\t0.098\t0.623\t0.028\t-0.785\t0.078\t\n",
"OGLE-BLG-RRLYR-12755\t0.667\t0.050\t0.735\t0.019\t1.680\t0.042\t6510\t100\t0.157\t0.087\t0.649\t0.098\t0.507\t0.028\t-0.639\t0.077\t\n",
"OGLE-BLG-RRLYR-12757\t0.652\t0.050\t0.751\t0.019\t1.602\t0.042\t6140\t100\t0.227\t0.087\t0.843\t0.098\t0.616\t0.028\t-0.719\t0.078\t\n",
"OGLE-BLG-RRLYR-12759\t0.613\t0.051\t0.687\t0.019\t1.626\t0.042\t6670\t100\t0.250\t0.087\t0.748\t0.098\t0.485\t0.028\t-0.494\t0.077\t\n",
"OGLE-BLG-RRLYR-12763\t0.631\t0.051\t0.720\t0.019\t1.681\t0.042\t6630\t100\t0.136\t0.087\t0.616\t0.099\t0.486\t0.028\t-0.621\t0.078\t\n",
"OGLE-BLG-RRLYR-12774\t0.543\t0.050\t0.707\t0.019\t1.624\t0.042\t6543\t99\t0.195\t0.087\t0.724\t0.098\t0.517\t0.028\t-0.603\t0.077\t\n",
"OGLE-BLG-RRLYR-12779\t0.652\t0.055\t0.729\t0.021\t1.674\t0.045\t6520\t100\t0.145\t0.091\t0.65\t0.10\t0.511\t0.029\t-0.647\t0.083\t\n",
"OGLE-BLG-RRLYR-12792\t0.617\t0.052\t0.740\t0.019\t1.776\t0.042\t6819\t99\t-0.079\t0.088\t0.37\t0.10\t0.447\t0.028\t-0.769\t0.079\t\n",
"OGLE-BLG-RRLYR-12793\t0.615\t0.050\t0.744\t0.019\t1.646\t0.042\t6320\t100\t0.130\t0.087\t0.691\t0.099\t0.563\t0.028\t-0.740\t0.078\t\n",
"OGLE-BLG-RRLYR-12810\t0.670\t0.051\t0.723\t0.019\t1.629\t0.042\t6409\t99\t0.213\t0.087\t0.760\t0.098\t0.547\t0.028\t-0.636\t0.077\t\n",
"OGLE-BLG-RRLYR-12814\t0.522\t0.051\t0.706\t0.019\t1.654\t0.042\t6640\t100\t0.150\t0.087\t0.647\t0.098\t0.490\t0.028\t-0.602\t0.078\t\n",
"OGLE-BLG-RRLYR-12815\t0.532\t0.051\t0.679\t0.019\t1.622\t0.042\t6730\t100\t0.252\t0.087\t0.734\t0.099\t0.471\t0.028\t-0.478\t0.078\t\n",
"OGLE-BLG-RRLYR-12816\t0.691\t0.050\t0.740\t0.019\t1.602\t0.042\t6190\t100\t0.231\t0.087\t0.822\t0.098\t0.595\t0.028\t-0.693\t0.077\t\n",
"OGLE-BLG-RRLYR-12825\t0.761\t0.051\t0.822\t0.019\t1.710\t0.042\t6010\t100\t-0.032\t0.087\t0.603\t0.098\t0.641\t0.028\t-1.025\t0.078\t\n",
"OGLE-BLG-RRLYR-12835\t0.584\t0.051\t0.731\t0.019\t1.749\t0.042\t6816\t99\t-0.021\t0.087\t0.433\t0.099\t0.452\t0.028\t-0.717\t0.077\t\n",
"OGLE-BLG-RRLYR-12842\t0.583\t0.050\t0.705\t0.019\t1.600\t0.042\t6440\t100\t0.257\t0.087\t0.793\t0.099\t0.537\t0.028\t-0.576\t0.077\t\n",
"OGLE-BLG-RRLYR-12843\t0.662\t0.051\t0.724\t0.019\t1.624\t0.042\t6390\t100\t0.244\t0.087\t0.777\t0.099\t0.543\t0.028\t-0.603\t0.078\t\n",
"OGLE-BLG-RRLYR-12847\t0.701\t0.053\t0.786\t0.020\t1.604\t0.042\t5910\t100\t0.155\t0.089\t0.83\t0.10\t0.673\t0.028\t-0.877\t0.080\t\n",
"OGLE-BLG-RRLYR-12851\t0.698\t0.050\t0.749\t0.019\t1.599\t0.041\t6110\t100\t0.210\t0.087\t0.829\t0.098\t0.620\t0.028\t-0.744\t0.077\t\n",
"OGLE-BLG-RRLYR-12852\t0.632\t0.051\t0.725\t0.020\t1.629\t0.042\t6410\t100\t0.222\t0.088\t0.74\t0.10\t0.536\t0.028\t-0.615\t0.079\t\n",
"OGLE-BLG-RRLYR-12856\t0.621\t0.050\t0.743\t0.019\t1.694\t0.042\t6510\t100\t0.049\t0.087\t0.587\t0.098\t0.526\t0.028\t-0.771\t0.078\t\n",
"OGLE-BLG-RRLYR-12857\t0.713\t0.050\t0.740\t0.019\t1.574\t0.041\t6100\t100\t0.282\t0.087\t0.906\t0.098\t0.625\t0.028\t-0.684\t0.077\t\n",
"OGLE-BLG-RRLYR-12865\t0.630\t0.050\t0.746\t0.019\t1.648\t0.042\t6340\t100\t0.161\t0.087\t0.701\t0.099\t0.551\t0.028\t-0.701\t0.077\t\n",
"OGLE-BLG-RRLYR-12867\t0.598\t0.052\t0.696\t0.019\t1.623\t0.042\t6600\t100\t0.255\t0.087\t0.751\t0.099\t0.499\t0.028\t-0.523\t0.078\t\n",
"OGLE-BLG-RRLYR-12873\t0.582\t0.053\t0.694\t0.020\t1.660\t0.042\t6760\t100\t0.176\t0.088\t0.651\t0.099\t0.467\t0.028\t-0.548\t0.079\t\n",
"OGLE-BLG-RRLYR-12877\t0.585\t0.050\t0.711\t0.019\t1.515\t0.042\t6110\t100\t0.370\t0.087\t1.005\t0.098\t0.628\t0.028\t-0.589\t0.077\t\n",
"OGLE-BLG-RRLYR-12881\t0.608\t0.051\t0.770\t0.020\t1.748\t0.042\t6510\t100\t-0.086\t0.088\t0.430\t0.099\t0.518\t0.028\t-0.886\t0.080\t\n",
"OGLE-BLG-RRLYR-12887\t0.566\t0.051\t0.709\t0.019\t1.708\t0.042\t6800\t100\t0.090\t0.087\t0.533\t0.099\t0.444\t0.028\t-0.608\t0.078\t\n",
"OGLE-BLG-RRLYR-12893\t0.657\t0.051\t0.768\t0.020\t1.707\t0.044\t6370\t100\t0.034\t0.090\t0.56\t0.10\t0.541\t0.029\t-0.812\t0.079\t\n",
"OGLE-BLG-RRLYR-12894\t0.631\t0.051\t0.774\t0.019\t1.818\t0.042\t6720\t100\t-0.185\t0.087\t0.285\t0.098\t0.465\t0.028\t-0.907\t0.078\t\n",
"OGLE-BLG-RRLYR-12899\t0.652\t0.050\t0.731\t0.019\t1.552\t0.041\t6100\t100\t0.309\t0.087\t0.938\t0.098\t0.627\t0.028\t-0.654\t0.077\t\n",
"OGLE-BLG-RRLYR-12914\t0.672\t0.050\t0.752\t0.019\t1.709\t0.042\t6480\t100\t0.066\t0.087\t0.568\t0.099\t0.515\t0.028\t-0.740\t0.077\t\n",
"OGLE-BLG-RRLYR-12917\t0.686\t0.051\t0.709\t0.019\t1.679\t0.042\t6680\t100\t0.160\t0.088\t0.644\t0.099\t0.479\t0.028\t-0.591\t0.078\t\n",
"OGLE-BLG-RRLYR-12918\t0.590\t0.050\t0.716\t0.019\t1.593\t0.042\t6330\t100\t0.258\t0.087\t0.817\t0.099\t0.561\t0.028\t-0.612\t0.078\t\n",
"OGLE-BLG-RRLYR-12919\t0.615\t0.050\t0.730\t0.019\t1.553\t0.042\t6129\t99\t0.327\t0.087\t0.938\t0.098\t0.617\t0.028\t-0.630\t0.077\t\n",
"OGLE-BLG-RRLYR-12925\t0.550\t0.051\t0.673\t0.019\t1.577\t0.042\t6598\t99\t0.356\t0.087\t0.864\t0.099\t0.500\t0.028\t-0.419\t0.077\t\n",
"OGLE-BLG-RRLYR-12926\t0.620\t0.052\t0.741\t0.019\t1.682\t0.042\t6480\t100\t0.074\t0.088\t0.606\t0.099\t0.528\t0.028\t-0.740\t0.078\t\n",
"OGLE-BLG-RRLYR-12928\t0.598\t0.051\t0.730\t0.019\t1.702\t0.042\t6641\t99\t0.052\t0.087\t0.543\t0.099\t0.489\t0.028\t-0.704\t0.078\t\n",
"OGLE-BLG-RRLYR-12934\t0.725\t0.050\t0.777\t0.019\t1.655\t0.042\t6128\t99\t0.097\t0.087\t0.708\t0.098\t0.616\t0.028\t-0.855\t0.078\t\n",
"OGLE-BLG-RRLYR-12939\t0.710\t0.050\t0.770\t0.019\t1.590\t0.041\t5950\t100\t0.209\t0.087\t0.875\t0.098\t0.663\t0.028\t-0.811\t0.077\t\n",
"OGLE-BLG-RRLYR-12940\t0.621\t0.050\t0.696\t0.019\t1.585\t0.042\t6450\t100\t0.339\t0.087\t0.863\t0.099\t0.530\t0.028\t-0.490\t0.078\t\n",
"OGLE-BLG-RRLYR-12945\t0.687\t0.051\t0.733\t0.019\t1.671\t0.042\t6480\t100\t0.138\t0.087\t0.654\t0.098\t0.523\t0.028\t-0.666\t0.078\t\n",
"OGLE-BLG-RRLYR-12948\t0.698\t0.052\t0.721\t0.019\t1.642\t0.042\t6470\t100\t0.202\t0.087\t0.732\t0.099\t0.533\t0.028\t-0.631\t0.078\t\n",
"OGLE-BLG-RRLYR-12952\t0.671\t0.053\t0.733\t0.020\t1.625\t0.043\t6330\t100\t0.215\t0.089\t0.76\t0.10\t0.559\t0.028\t-0.656\t0.080\t\n",
"OGLE-BLG-RRLYR-12953\t0.633\t0.060\t0.745\t0.023\t1.692\t0.044\t6470\t110\t0.076\t0.091\t0.58\t0.10\t0.520\t0.031\t-0.734\t0.088\t\n",
"OGLE-BLG-RRLYR-12958\t0.632\t0.051\t0.726\t0.019\t1.545\t0.042\t6110\t100\t0.339\t0.087\t0.968\t0.098\t0.626\t0.028\t-0.616\t0.078\t\n",
"OGLE-BLG-RRLYR-12959\t0.531\t0.050\t0.672\t0.019\t1.535\t0.042\t6460\t100\t0.427\t0.088\t0.94\t0.10\t0.521\t0.028\t-0.391\t0.077\t\n",
"OGLE-BLG-RRLYR-12966\t0.671\t0.051\t0.721\t0.019\t1.601\t0.042\t6330\t100\t0.285\t0.087\t0.845\t0.099\t0.562\t0.028\t-0.586\t0.078\t\n",
"OGLE-BLG-RRLYR-12968\t0.736\t0.051\t0.763\t0.019\t1.601\t0.042\t6020\t100\t0.202\t0.087\t0.849\t0.098\t0.645\t0.028\t-0.791\t0.078\t\n",
"OGLE-BLG-RRLYR-12973\t0.658\t0.051\t0.717\t0.019\t1.608\t0.042\t6380\t100\t0.260\t0.087\t0.813\t0.098\t0.553\t0.028\t-0.602\t0.078\t\n",
"OGLE-BLG-RRLYR-12974\t0.603\t0.050\t0.739\t0.019\t1.533\t0.042\t5992\t99\t0.316\t0.087\t0.973\t0.099\t0.654\t0.028\t-0.694\t0.077\t\n",
"OGLE-BLG-RRLYR-12975\t0.639\t0.050\t0.736\t0.019\t1.641\t0.042\t6360\t100\t0.197\t0.088\t0.72\t0.10\t0.544\t0.028\t-0.659\t0.077\t\n",
"OGLE-BLG-RRLYR-12979\t0.604\t0.051\t0.701\t0.019\t1.654\t0.042\t6676\t99\t0.195\t0.087\t0.679\t0.099\t0.481\t0.028\t-0.550\t0.078\t\n",
"OGLE-BLG-RRLYR-12986\t0.646\t0.050\t0.739\t0.019\t1.640\t0.042\t6340\t100\t0.205\t0.088\t0.74\t0.10\t0.549\t0.028\t-0.664\t0.078\t\n",
"OGLE-BLG-RRLYR-12987\t0.639\t0.050\t0.749\t0.019\t1.619\t0.043\t6230\t100\t0.192\t0.089\t0.77\t0.10\t0.583\t0.028\t-0.713\t0.077\t\n",
"OGLE-BLG-RRLYR-12988\t0.670\t0.053\t0.777\t0.020\t1.794\t0.042\t6600\t100\t-0.150\t0.089\t0.34\t0.10\t0.494\t0.028\t-0.915\t0.080\t\n",
"OGLE-BLG-RRLYR-12990\t0.587\t0.051\t0.718\t0.019\t1.575\t0.042\t6270\t100\t0.298\t0.087\t0.871\t0.098\t0.574\t0.028\t-0.595\t0.078\t\n",
"OGLE-BLG-RRLYR-12994\t0.537\t0.051\t0.664\t0.019\t1.611\t0.042\t6802\t99\t0.301\t0.087\t0.759\t0.099\t0.451\t0.028\t-0.392\t0.077\t\n",
"OGLE-BLG-RRLYR-13002\t0.620\t0.050\t0.763\t0.019\t1.774\t0.042\t6670\t100\t-0.107\t0.087\t0.386\t0.099\t0.487\t0.028\t-0.861\t0.077\t\n",
"OGLE-BLG-RRLYR-13007\t0.757\t0.050\t0.786\t0.019\t1.748\t0.042\t6370\t100\t-0.048\t0.087\t0.48\t0.10\t0.542\t0.028\t-0.893\t0.078\t\n",
"OGLE-BLG-RRLYR-13010\t0.648\t0.053\t0.734\t0.020\t1.678\t0.042\t6510\t100\t0.147\t0.088\t0.651\t0.099\t0.510\t0.029\t-0.652\t0.081\t\n",
"OGLE-BLG-RRLYR-13015\t0.641\t0.051\t0.693\t0.019\t1.611\t0.042\t6570\t100\t0.323\t0.087\t0.806\t0.099\t0.497\t0.028\t-0.450\t0.078\t\n",
"OGLE-BLG-RRLYR-13020\t0.679\t0.050\t0.753\t0.019\t1.686\t0.042\t6430\t100\t0.124\t0.088\t0.634\t0.099\t0.517\t0.028\t-0.689\t0.077\t\n",
"OGLE-BLG-RRLYR-13027\t0.758\t0.050\t0.761\t0.019\t1.604\t0.042\t6050\t100\t0.219\t0.087\t0.856\t0.099\t0.637\t0.028\t-0.759\t0.077\t\n",
"OGLE-BLG-RRLYR-13040\t0.539\t0.051\t0.687\t0.019\t1.623\t0.042\t6670\t100\t0.246\t0.087\t0.736\t0.098\t0.482\t0.028\t-0.495\t0.078\t\n",
"OGLE-BLG-RRLYR-13043\t0.657\t0.050\t0.720\t0.019\t1.590\t0.042\t6276\t99\t0.270\t0.087\t0.856\t0.098\t0.579\t0.028\t-0.625\t0.077\t\n",
"OGLE-BLG-RRLYR-13051\t0.552\t0.051\t0.709\t0.019\t1.663\t0.042\t6660\t100\t0.137\t0.087\t0.639\t0.099\t0.488\t0.029\t-0.617\t0.079\t\n",
"OGLE-BLG-RRLYR-13055\t0.667\t0.050\t0.715\t0.019\t1.653\t0.042\t6573\t99\t0.170\t0.087\t0.689\t0.098\t0.511\t0.028\t-0.617\t0.077\t\n",
"OGLE-BLG-RRLYR-13058\t0.602\t0.050\t0.681\t0.019\t1.556\t0.042\t6467\t99\t0.377\t0.087\t0.921\t0.098\t0.536\t0.028\t-0.461\t0.077\t\n",
"OGLE-BLG-RRLYR-13059\t0.685\t0.051\t0.747\t0.019\t1.676\t0.042\t6405\t99\t0.093\t0.087\t0.643\t0.099\t0.548\t0.028\t-0.751\t0.078\t\n",
"OGLE-BLG-RRLYR-13061\t0.704\t0.052\t0.815\t0.020\t1.784\t0.042\t6300\t100\t-0.183\t0.089\t0.373\t0.099\t0.561\t0.028\t-1.056\t0.081\t\n",
"OGLE-BLG-RRLYR-13068\t0.670\t0.050\t0.735\t0.019\t1.554\t0.041\t6080\t100\t0.307\t0.087\t0.940\t0.098\t0.633\t0.028\t-0.665\t0.077\t\n",
"OGLE-BLG-RRLYR-13074\t0.694\t0.050\t0.783\t0.019\t1.680\t0.042\t6185\t99\t0.023\t0.088\t0.61\t0.10\t0.595\t0.028\t-0.908\t0.077\t\n",
"OGLE-BLG-RRLYR-13075\t0.645\t0.050\t0.722\t0.019\t1.656\t0.042\t6520\t100\t0.202\t0.087\t0.695\t0.099\t0.507\t0.028\t-0.592\t0.077\t\n",
"OGLE-BLG-RRLYR-13079\t0.615\t0.051\t0.722\t0.019\t1.712\t0.042\t6730\t100\t0.063\t0.087\t0.538\t0.099\t0.468\t0.028\t-0.663\t0.078\t\n",
"OGLE-BLG-RRLYR-13083\t0.643\t0.051\t0.723\t0.019\t1.617\t0.042\t6370\t100\t0.244\t0.087\t0.783\t0.099\t0.548\t0.028\t-0.607\t0.078\t\n",
"OGLE-BLG-RRLYR-13085\t0.532\t0.050\t0.660\t0.019\t1.579\t0.041\t6696\t99\t0.340\t0.087\t0.829\t0.098\t0.479\t0.028\t-0.404\t0.077\t\n",
"OGLE-BLG-RRLYR-13086\t0.627\t0.050\t0.700\t0.019\t1.615\t0.042\t6550\t100\t0.253\t0.087\t0.775\t0.098\t0.516\t0.028\t-0.545\t0.077\t\n",
"OGLE-BLG-RRLYR-13087\t0.528\t0.050\t0.708\t0.019\t1.724\t0.042\t6896\t99\t0.042\t0.087\t0.486\t0.098\t0.431\t0.028\t-0.624\t0.077\t\n",
"OGLE-BLG-RRLYR-13088\t0.588\t0.050\t0.690\t0.019\t1.544\t0.042\t6380\t100\t0.375\t0.087\t0.939\t0.099\t0.559\t0.028\t-0.481\t0.077\t\n",
"OGLE-BLG-RRLYR-13105\t0.701\t0.050\t0.753\t0.019\t1.575\t0.042\t6010\t100\t0.250\t0.087\t0.907\t0.098\t0.649\t0.028\t-0.745\t0.077\t\n",
"OGLE-BLG-RRLYR-13112\t0.610\t0.051\t0.717\t0.019\t1.673\t0.042\t6646\t99\t0.125\t0.087\t0.625\t0.099\t0.495\t0.028\t-0.641\t0.078\t\n",
"OGLE-BLG-RRLYR-13115\t0.524\t0.050\t0.649\t0.019\t1.559\t0.042\t6710\t100\t0.403\t0.087\t0.874\t0.099\t0.466\t0.029\t-0.326\t0.078\t\n",
"OGLE-BLG-RRLYR-13121\t0.658\t0.050\t0.749\t0.019\t1.679\t0.042\t6410\t100\t0.119\t0.087\t0.635\t0.099\t0.530\t0.028\t-0.716\t0.077\t\n",
"OGLE-BLG-RRLYR-13123\t0.604\t0.050\t0.818\t0.019\t1.732\t0.042\t6080\t100\t-0.136\t0.087\t0.494\t0.098\t0.624\t0.028\t-1.101\t0.078\t\n",
"OGLE-BLG-RRLYR-13125\t0.622\t0.052\t0.700\t0.019\t1.609\t0.042\t6520\t100\t0.264\t0.087\t0.792\t0.099\t0.522\t0.028\t-0.547\t0.078\t\n",
"OGLE-BLG-RRLYR-13126\t0.589\t0.056\t0.760\t0.020\t1.760\t0.044\t6640\t110\t-0.095\t0.091\t0.40\t0.10\t0.494\t0.029\t-0.855\t0.083\t\n",
"OGLE-BLG-RRLYR-13144\t0.667\t0.053\t0.800\t0.021\t1.752\t0.043\t6300\t110\t-0.111\t0.089\t0.444\t0.099\t0.562\t0.030\t-0.982\t0.084\t\n",
"OGLE-BLG-RRLYR-13152\t0.567\t0.051\t0.678\t0.019\t1.586\t0.042\t6609\t99\t0.339\t0.087\t0.845\t0.099\t0.499\t0.028\t-0.432\t0.078\t\n",
"OGLE-BLG-RRLYR-13154\t0.631\t0.052\t0.714\t0.019\t1.651\t0.042\t6560\t100\t0.180\t0.087\t0.690\t0.099\t0.510\t0.028\t-0.610\t0.078\t\n",
"OGLE-BLG-RRLYR-13158\t0.734\t0.060\t0.743\t0.021\t1.725\t0.043\t6610\t110\t0.031\t0.090\t0.53\t0.10\t0.498\t0.029\t-0.744\t0.084\t\n",
"OGLE-BLG-RRLYR-13163\t0.681\t0.050\t0.814\t0.019\t1.732\t0.041\t6140\t100\t-0.096\t0.087\t0.508\t0.098\t0.605\t0.028\t-1.029\t0.077\t\n",
"OGLE-BLG-RRLYR-13164\t0.610\t0.050\t0.723\t0.019\t1.588\t0.042\t6273\t99\t0.279\t0.087\t0.843\t0.099\t0.573\t0.028\t-0.620\t0.077\t\n",
"OGLE-BLG-RRLYR-13167\t0.602\t0.051\t0.706\t0.019\t1.578\t0.042\t6370\t100\t0.287\t0.087\t0.858\t0.099\t0.561\t0.028\t-0.580\t0.078\t\n",
"OGLE-BLG-RRLYR-13177\t0.725\t0.053\t0.749\t0.020\t1.650\t0.042\t6290\t100\t0.145\t0.088\t0.725\t0.099\t0.578\t0.028\t-0.756\t0.080\t\n",
"OGLE-BLG-RRLYR-13179\t0.658\t0.053\t0.701\t0.019\t1.643\t0.042\t6630\t100\t0.212\t0.088\t0.722\t0.099\t0.497\t0.028\t-0.558\t0.079\t\n",
"OGLE-BLG-RRLYR-13181\t0.688\t0.050\t0.706\t0.019\t1.571\t0.042\t6310\t100\t0.334\t0.087\t0.900\t0.099\t0.570\t0.028\t-0.548\t0.077\t\n",
"OGLE-BLG-RRLYR-13183\t0.634\t0.050\t0.698\t0.019\t1.623\t0.042\t6589\t99\t0.245\t0.087\t0.764\t0.098\t0.508\t0.028\t-0.543\t0.077\t\n",
"OGLE-BLG-RRLYR-13185\t0.647\t0.050\t0.754\t0.019\t1.751\t0.042\t6653\t99\t-0.052\t0.087\t0.449\t0.099\t0.492\t0.028\t-0.812\t0.077\t\n",
"OGLE-BLG-RRLYR-13193\t0.547\t0.049\t0.667\t0.019\t1.603\t0.041\t6754\t99\t0.302\t0.087\t0.781\t0.098\t0.468\t0.028\t-0.424\t0.077\t\n",
"OGLE-BLG-RRLYR-13195\t0.610\t0.051\t0.705\t0.019\t1.561\t0.042\t6340\t100\t0.336\t0.088\t0.90\t0.10\t0.567\t0.029\t-0.538\t0.078\t\n",
"OGLE-BLG-RRLYR-13196\t0.585\t0.051\t0.711\t0.019\t1.564\t0.042\t6270\t100\t0.331\t0.087\t0.902\t0.098\t0.575\t0.028\t-0.564\t0.077\t\n",
"OGLE-BLG-RRLYR-13197\t0.727\t0.052\t0.777\t0.020\t1.775\t0.042\t6550\t100\t-0.092\t0.088\t0.40\t0.10\t0.505\t0.028\t-0.877\t0.078\t\n",
"OGLE-BLG-RRLYR-13199\t0.597\t0.052\t0.730\t0.020\t1.701\t0.042\t6630\t100\t0.084\t0.087\t0.578\t0.098\t0.488\t0.028\t-0.675\t0.079\t\n",
"OGLE-BLG-RRLYR-13203\t0.699\t0.051\t0.787\t0.019\t1.698\t0.042\t6210\t100\t-0.017\t0.087\t0.590\t0.099\t0.598\t0.028\t-0.940\t0.078\t\n",
"OGLE-BLG-RRLYR-13214\t0.675\t0.051\t0.759\t0.019\t1.717\t0.042\t6460\t100\t0.006\t0.088\t0.52\t0.10\t0.527\t0.028\t-0.813\t0.078\t\n",
"OGLE-BLG-RRLYR-13222\t0.589\t0.050\t0.724\t0.019\t1.619\t0.042\t6410\t100\t0.229\t0.088\t0.75\t0.10\t0.533\t0.028\t-0.603\t0.077\t\n",
"OGLE-BLG-RRLYR-13228\t0.596\t0.051\t0.717\t0.019\t1.693\t0.042\t6711\t99\t0.088\t0.087\t0.573\t0.099\t0.478\t0.028\t-0.652\t0.078\t\n",
"OGLE-BLG-RRLYR-13239\t0.546\t0.050\t0.660\t0.019\t1.629\t0.042\t6890\t100\t0.271\t0.087\t0.713\t0.099\t0.430\t0.028\t-0.395\t0.077\t\n",
"OGLE-BLG-RRLYR-13245\t0.666\t0.055\t0.731\t0.020\t1.643\t0.043\t6400\t110\t0.217\t0.088\t0.73\t0.10\t0.535\t0.029\t-0.623\t0.081\t\n",
"OGLE-BLG-RRLYR-13246\t0.675\t0.056\t0.732\t0.021\t1.734\t0.043\t6740\t100\t0.040\t0.089\t0.50\t0.10\t0.464\t0.029\t-0.684\t0.082\t\n",
"OGLE-BLG-RRLYR-13249\t0.638\t0.051\t0.710\t0.019\t1.683\t0.042\t6720\t100\t0.136\t0.087\t0.617\t0.099\t0.472\t0.028\t-0.592\t0.077\t\n",
"OGLE-BLG-RRLYR-13251\t0.692\t0.051\t0.749\t0.019\t1.630\t0.042\t6220\t100\t0.166\t0.088\t0.755\t0.099\t0.591\t0.028\t-0.747\t0.078\t\n",
"OGLE-BLG-RRLYR-13255\t0.586\t0.050\t0.690\t0.019\t1.592\t0.042\t6549\t99\t0.289\t0.087\t0.817\t0.098\t0.519\t0.028\t-0.512\t0.077\t\n",
"OGLE-BLG-RRLYR-13260\t0.633\t0.051\t0.721\t0.019\t1.690\t0.042\t6678\t99\t0.097\t0.087\t0.590\t0.099\t0.486\t0.028\t-0.654\t0.078\t\n",
"OGLE-BLG-RRLYR-13266\t0.563\t0.051\t0.707\t0.019\t1.600\t0.042\t6452\t99\t0.244\t0.087\t0.795\t0.099\t0.540\t0.028\t-0.591\t0.078\t\n",
"OGLE-BLG-RRLYR-13273\t0.713\t0.056\t0.794\t0.021\t1.790\t0.045\t6460\t100\t-0.162\t0.092\t0.35\t0.10\t0.524\t0.029\t-0.973\t0.084\t\n",
"OGLE-BLG-RRLYR-13274\t0.570\t0.053\t0.723\t0.020\t1.666\t0.043\t6540\t100\t0.124\t0.089\t0.63\t0.10\t0.510\t0.028\t-0.667\t0.079\t\n",
"OGLE-BLG-RRLYR-13276\t0.634\t0.052\t0.692\t0.019\t1.636\t0.042\t6690\t100\t0.235\t0.087\t0.730\t0.099\t0.485\t0.028\t-0.515\t0.078\t\n",
"OGLE-BLG-RRLYR-13278\t0.636\t0.055\t0.695\t0.020\t1.596\t0.044\t6500\t100\t0.318\t0.090\t0.84\t0.10\t0.523\t0.029\t-0.498\t0.081\t\n",
"OGLE-BLG-RRLYR-13285\t0.667\t0.050\t0.870\t0.019\t1.773\t0.042\t5900\t100\t-0.228\t0.088\t0.42\t0.10\t0.660\t0.028\t-1.253\t0.078\t\n",
"OGLE-BLG-RRLYR-13294\t0.688\t0.052\t0.722\t0.020\t1.620\t0.042\t6370\t100\t0.245\t0.087\t0.794\t0.098\t0.551\t0.028\t-0.607\t0.079\t\n",
"OGLE-BLG-RRLYR-13304\t0.548\t0.050\t0.664\t0.019\t1.633\t0.041\t6872\t99\t0.257\t0.087\t0.701\t0.098\t0.438\t0.028\t-0.420\t0.077\t\n",
"OGLE-BLG-RRLYR-13309\t0.601\t0.052\t0.700\t0.019\t1.662\t0.042\t6730\t100\t0.173\t0.088\t0.656\t0.099\t0.475\t0.028\t-0.563\t0.079\t\n",
"OGLE-BLG-RRLYR-13313\t0.582\t0.054\t0.685\t0.020\t1.659\t0.043\t6820\t100\t0.193\t0.089\t0.65\t0.10\t0.452\t0.028\t-0.509\t0.080\t\n",
"OGLE-BLG-RRLYR-13314\t0.706\t0.051\t0.734\t0.019\t1.626\t0.042\t6317\t99\t0.209\t0.088\t0.779\t0.099\t0.571\t0.028\t-0.681\t0.078\t\n",
"OGLE-BLG-RRLYR-13326\t0.585\t0.062\t0.673\t0.023\t1.564\t0.045\t6540\t100\t0.389\t0.093\t0.90\t0.10\t0.512\t0.029\t-0.415\t0.088\t\n",
"OGLE-BLG-RRLYR-13346\t0.564\t0.063\t0.690\t0.022\t1.659\t0.044\t6790\t110\t0.190\t0.090\t0.65\t0.10\t0.457\t0.030\t-0.512\t0.085\t\n",
"OGLE-BLG-RRLYR-13353\t0.577\t0.050\t0.775\t0.019\t1.748\t0.042\t6490\t100\t-0.111\t0.087\t0.418\t0.098\t0.525\t0.028\t-0.921\t0.078\t\n",
"OGLE-BLG-RRLYR-13357\t0.644\t0.057\t0.788\t0.021\t1.732\t0.044\t6330\t100\t-0.078\t0.091\t0.49\t0.10\t0.566\t0.029\t-0.949\t0.084\t\n",
"OGLE-BLG-RRLYR-13359\t0.674\t0.052\t0.732\t0.020\t1.740\t0.042\t6760\t100\t0.058\t0.088\t0.513\t0.099\t0.454\t0.029\t-0.655\t0.080\t\n",
"OGLE-BLG-RRLYR-13381\t0.622\t0.051\t0.766\t0.020\t1.814\t0.042\t6780\t100\t-0.168\t0.088\t0.301\t0.099\t0.458\t0.028\t-0.876\t0.080\t\n",
"OGLE-BLG-RRLYR-13383\t0.555\t0.051\t0.704\t0.019\t1.708\t0.042\t6870\t100\t0.088\t0.087\t0.534\t0.099\t0.438\t0.028\t-0.587\t0.078\t\n",
"OGLE-BLG-RRLYR-13385\t0.623\t0.050\t0.766\t0.019\t1.535\t0.042\t5840\t100\t0.297\t0.087\t0.999\t0.098\t0.698\t0.028\t-0.772\t0.077\t\n",
"OGLE-BLG-RRLYR-13392\t0.588\t0.051\t0.724\t0.019\t1.737\t0.042\t6810\t99\t0.011\t0.087\t0.475\t0.098\t0.452\t0.028\t-0.690\t0.078\t\n",
"OGLE-BLG-RRLYR-13395\t0.644\t0.052\t0.710\t0.019\t1.618\t0.042\t6470\t100\t0.239\t0.088\t0.773\t0.099\t0.533\t0.028\t-0.590\t0.079\t\n",
"OGLE-BLG-RRLYR-13405\t0.751\t0.051\t0.740\t0.019\t1.655\t0.042\t6380\t100\t0.166\t0.087\t0.726\t0.099\t0.554\t0.028\t-0.699\t0.079\t\n",
"OGLE-BLG-RRLYR-13411\t0.608\t0.052\t0.717\t0.020\t1.734\t0.042\t6860\t100\t0.052\t0.088\t0.46\t0.10\t0.415\t0.028\t-0.598\t0.079\t\n",
"OGLE-BLG-RRLYR-13413\t0.683\t0.057\t0.727\t0.020\t1.659\t0.044\t6480\t100\t0.172\t0.089\t0.68\t0.10\t0.522\t0.028\t-0.643\t0.080\t\n",
"OGLE-BLG-RRLYR-13415\t0.672\t0.050\t0.748\t0.019\t1.600\t0.042\t6152\t99\t0.232\t0.087\t0.834\t0.098\t0.607\t0.028\t-0.710\t0.077\t\n",
"OGLE-BLG-RRLYR-13418\t0.681\t0.051\t0.727\t0.019\t1.656\t0.042\t6480\t100\t0.188\t0.087\t0.698\t0.099\t0.521\t0.028\t-0.626\t0.078\t\n",
"OGLE-BLG-RRLYR-13423\t0.566\t0.052\t0.674\t0.019\t1.577\t0.042\t6590\t100\t0.365\t0.088\t0.868\t0.099\t0.500\t0.028\t-0.414\t0.078\t\n",
"OGLE-BLG-RRLYR-13424\t0.622\t0.051\t0.706\t0.019\t1.610\t0.042\t6470\t100\t0.272\t0.088\t0.795\t0.099\t0.527\t0.028\t-0.545\t0.079\t\n",
"OGLE-BLG-RRLYR-13425\t0.661\t0.051\t0.819\t0.019\t1.729\t0.042\t6100\t100\t-0.102\t0.087\t0.514\t0.099\t0.616\t0.028\t-1.051\t0.078\t\n",
"OGLE-BLG-RRLYR-13427\t0.626\t0.054\t0.745\t0.022\t1.696\t0.046\t6500\t100\t0.082\t0.092\t0.57\t0.11\t0.512\t0.029\t-0.721\t0.083\t\n",
"OGLE-BLG-RRLYR-13437\t0.632\t0.050\t0.734\t0.019\t1.580\t0.042\t6190\t99\t0.285\t0.087\t0.877\t0.099\t0.598\t0.028\t-0.643\t0.077\t\n",
"OGLE-BLG-RRLYR-13444\t0.679\t0.058\t0.771\t0.022\t1.821\t0.045\t6760\t110\t-0.171\t0.093\t0.26\t0.10\t0.433\t0.031\t-0.846\t0.089\t\n",
"OGLE-BLG-RRLYR-13448\t0.599\t0.056\t0.699\t0.021\t1.602\t0.044\t6480\t100\t0.285\t0.092\t0.81\t0.10\t0.527\t0.029\t-0.540\t0.084\t\n",
"OGLE-BLG-RRLYR-13454\t0.609\t0.051\t0.784\t0.019\t1.590\t0.042\t5900\t100\t0.159\t0.087\t0.844\t0.099\t0.678\t0.028\t-0.879\t0.078\t\n",
"OGLE-BLG-RRLYR-13457\t0.547\t0.052\t0.707\t0.019\t1.687\t0.042\t6730\t100\t0.101\t0.088\t0.569\t0.099\t0.464\t0.028\t-0.619\t0.079\t\n",
"OGLE-BLG-RRLYR-13465\t0.632\t0.050\t0.764\t0.019\t1.678\t0.042\t6299\t99\t0.051\t0.088\t0.61\t0.10\t0.568\t0.028\t-0.827\t0.078\t\n",
"OGLE-BLG-RRLYR-13466\t0.600\t0.050\t0.688\t0.019\t1.611\t0.042\t6630\t100\t0.282\t0.087\t0.756\t0.099\t0.471\t0.029\t-0.451\t0.078\t\n",
"OGLE-BLG-RRLYR-13481\t0.724\t0.054\t0.720\t0.020\t1.559\t0.043\t6150\t100\t0.322\t0.090\t0.93\t0.10\t0.614\t0.028\t-0.624\t0.082\t\n",
"OGLE-BLG-RRLYR-13483\t0.727\t0.050\t0.835\t0.019\t1.736\t0.042\t6020\t100\t-0.110\t0.087\t0.521\t0.098\t0.636\t0.028\t-1.097\t0.077\t\n",
"OGLE-BLG-RRLYR-13484\t0.672\t0.052\t0.740\t0.020\t1.661\t0.043\t6410\t100\t0.158\t0.089\t0.68\t0.10\t0.536\t0.028\t-0.678\t0.079\t\n",
"OGLE-BLG-RRLYR-13487\t0.733\t0.050\t0.760\t0.019\t1.568\t0.041\t5950\t100\t0.256\t0.087\t0.925\t0.098\t0.667\t0.028\t-0.764\t0.077\t\n",
"OGLE-BLG-RRLYR-13494\t0.681\t0.051\t0.777\t0.019\t1.763\t0.042\t6530\t100\t-0.092\t0.087\t0.443\t0.098\t0.524\t0.028\t-0.903\t0.079\t\n",
"OGLE-BLG-RRLYR-13502\t0.616\t0.053\t0.750\t0.020\t1.725\t0.043\t6580\t100\t-0.011\t0.089\t0.49\t0.10\t0.506\t0.029\t-0.795\t0.081\t\n",
"OGLE-BLG-RRLYR-13503\t0.753\t0.051\t0.766\t0.019\t1.657\t0.042\t6178\t99\t0.148\t0.088\t0.735\t0.099\t0.591\t0.028\t-0.781\t0.078\t\n",
"OGLE-BLG-RRLYR-13507\t0.653\t0.050\t0.742\t0.019\t1.626\t0.042\t6270\t100\t0.193\t0.087\t0.756\t0.099\t0.572\t0.028\t-0.698\t0.078\t\n",
"OGLE-BLG-RRLYR-13510\t0.686\t0.050\t0.739\t0.019\t1.635\t0.042\t6300\t100\t0.180\t0.087\t0.743\t0.098\t0.568\t0.028\t-0.704\t0.078\t\n",
"OGLE-BLG-RRLYR-13513\t0.686\t0.054\t0.747\t0.020\t1.756\t0.043\t6710\t100\t-0.034\t0.089\t0.44\t0.10\t0.476\t0.028\t-0.772\t0.080\t\n",
"OGLE-BLG-RRLYR-13514\t0.602\t0.051\t0.692\t0.019\t1.632\t0.042\t6670\t100\t0.234\t0.088\t0.730\t0.099\t0.486\t0.028\t-0.519\t0.078\t\n",
"OGLE-BLG-RRLYR-13515\t0.590\t0.059\t0.706\t0.021\t1.668\t0.044\t6690\t100\t0.145\t0.090\t0.63\t0.10\t0.480\t0.029\t-0.599\t0.084\t\n",
"OGLE-BLG-RRLYR-13530\t0.620\t0.050\t0.687\t0.019\t1.547\t0.042\t6410\t100\t0.367\t0.087\t0.931\t0.099\t0.550\t0.028\t-0.483\t0.078\t\n",
"OGLE-BLG-RRLYR-13533\t0.679\t0.053\t0.718\t0.020\t1.712\t0.042\t6750\t100\t0.086\t0.088\t0.564\t0.099\t0.466\t0.028\t-0.635\t0.080\t\n",
"OGLE-BLG-RRLYR-13539\t0.632\t0.050\t0.712\t0.019\t1.590\t0.042\t6374\t99\t0.293\t0.087\t0.842\t0.099\t0.553\t0.028\t-0.571\t0.078\t\n",
"OGLE-BLG-RRLYR-13545\t0.661\t0.051\t0.728\t0.019\t1.589\t0.042\t6240\t100\t0.268\t0.087\t0.854\t0.098\t0.589\t0.028\t-0.633\t0.078\t\n",
"OGLE-BLG-RRLYR-13552\t0.673\t0.053\t0.832\t0.021\t1.733\t0.043\t6020\t110\t-0.129\t0.089\t0.51\t0.10\t0.640\t0.030\t-1.113\t0.082\t\n",
"OGLE-BLG-RRLYR-13554\t0.535\t0.055\t0.703\t0.020\t1.594\t0.043\t6430\t100\t0.272\t0.089\t0.81\t0.10\t0.535\t0.028\t-0.560\t0.081\t\n",
"OGLE-BLG-RRLYR-13557\t0.670\t0.051\t0.727\t0.019\t1.614\t0.042\t6320\t100\t0.230\t0.087\t0.794\t0.099\t0.566\t0.028\t-0.651\t0.078\t\n",
"OGLE-BLG-RRLYR-13568\t0.597\t0.059\t0.730\t0.021\t1.711\t0.044\t6670\t110\t0.040\t0.092\t0.52\t0.10\t0.482\t0.029\t-0.705\t0.086\t\n",
"OGLE-BLG-RRLYR-13578\t0.565\t0.051\t0.720\t0.019\t1.718\t0.042\t6770\t100\t0.038\t0.087\t0.508\t0.099\t0.458\t0.028\t-0.673\t0.078\t\n",
"OGLE-BLG-RRLYR-13581\t0.685\t0.050\t0.791\t0.019\t1.740\t0.042\t6320\t100\t-0.089\t0.087\t0.476\t0.099\t0.565\t0.028\t-0.957\t0.078\t\n",
"OGLE-BLG-RRLYR-13585\t0.632\t0.055\t0.781\t0.022\t1.772\t0.044\t6490\t110\t-0.130\t0.091\t0.38\t0.10\t0.519\t0.030\t-0.937\t0.086\t\n",
"OGLE-BLG-RRLYR-13590\t0.738\t0.051\t0.755\t0.019\t1.642\t0.042\t6230\t99\t0.146\t0.088\t0.729\t0.099\t0.587\t0.028\t-0.770\t0.078\t\n",
"OGLE-BLG-RRLYR-13594\t0.572\t0.051\t0.695\t0.019\t1.591\t0.042\t6470\t100\t0.292\t0.087\t0.826\t0.098\t0.529\t0.028\t-0.529\t0.078\t\n",
"OGLE-BLG-RRLYR-13605\t0.644\t0.051\t0.714\t0.020\t1.617\t0.042\t6460\t100\t0.238\t0.088\t0.76\t0.10\t0.524\t0.029\t-0.569\t0.079\t\n",
"OGLE-BLG-RRLYR-13628\t0.581\t0.054\t0.723\t0.020\t1.759\t0.042\t6900\t100\t-0.024\t0.088\t0.40\t0.10\t0.428\t0.029\t-0.689\t0.081\t\n",
"OGLE-BLG-RRLYR-13632\t0.660\t0.050\t0.765\t0.019\t1.579\t0.042\t5960\t100\t0.209\t0.087\t0.879\t0.099\t0.663\t0.028\t-0.802\t0.077\t\n",
"OGLE-BLG-RRLYR-13650\t0.641\t0.051\t0.718\t0.019\t1.666\t0.042\t6600\t100\t0.147\t0.088\t0.655\t0.099\t0.502\t0.028\t-0.631\t0.078\t\n",
"OGLE-BLG-RRLYR-13658\t0.710\t0.050\t0.792\t0.019\t1.775\t0.042\t6420\t100\t-0.118\t0.087\t0.401\t0.099\t0.529\t0.028\t-0.942\t0.077\t\n",
"OGLE-BLG-RRLYR-13667\t0.598\t0.055\t0.714\t0.021\t1.604\t0.043\t6380\t100\t0.248\t0.089\t0.78\t0.10\t0.548\t0.028\t-0.605\t0.081\t\n",
"OGLE-BLG-RRLYR-13676\t0.658\t0.051\t0.705\t0.019\t1.676\t0.042\t6710\t100\t0.148\t0.087\t0.643\t0.099\t0.475\t0.028\t-0.589\t0.078\t\n",
"OGLE-BLG-RRLYR-13677\t0.649\t0.057\t0.729\t0.021\t1.597\t0.043\t6240\t110\t0.242\t0.089\t0.83\t0.10\t0.587\t0.030\t-0.669\t0.082\t\n",
"OGLE-BLG-RRLYR-13678\t0.615\t0.050\t0.703\t0.019\t1.650\t0.042\t6660\t100\t0.165\t0.088\t0.639\t0.099\t0.464\t0.028\t-0.552\t0.078\t\n",
"OGLE-BLG-RRLYR-13687\t0.661\t0.050\t0.752\t0.019\t1.597\t0.042\t6127\t99\t0.233\t0.087\t0.844\t0.099\t0.617\t0.028\t-0.720\t0.078\t\n",
"OGLE-BLG-RRLYR-13691\t0.580\t0.051\t0.743\t0.019\t1.524\t0.042\t5934\t99\t0.314\t0.087\t0.993\t0.099\t0.673\t0.028\t-0.723\t0.078\t\n",
"OGLE-BLG-RRLYR-13696\t0.635\t0.052\t0.705\t0.020\t1.694\t0.042\t6790\t100\t0.140\t0.088\t0.602\t0.099\t0.454\t0.028\t-0.558\t0.078\t\n",
"OGLE-BLG-RRLYR-13702\t0.665\t0.051\t0.821\t0.020\t1.763\t0.042\t6190\t100\t-0.163\t0.087\t0.420\t0.099\t0.588\t0.028\t-1.079\t0.079\t\n",
"OGLE-BLG-RRLYR-13703\t0.747\t0.053\t0.769\t0.021\t1.716\t0.044\t6380\t100\t0.042\t0.090\t0.56\t0.10\t0.540\t0.029\t-0.801\t0.081\t\n",
"OGLE-BLG-RRLYR-13706\t0.725\t0.050\t0.791\t0.019\t1.724\t0.042\t6264\t99\t-0.047\t0.088\t0.532\t0.099\t0.581\t0.028\t-0.944\t0.078\t\n",
"OGLE-BLG-RRLYR-13711\t0.610\t0.050\t0.727\t0.019\t1.612\t0.042\t6330\t100\t0.233\t0.087\t0.781\t0.099\t0.556\t0.028\t-0.632\t0.078\t\n",
"OGLE-BLG-RRLYR-13713\t0.664\t0.050\t0.736\t0.019\t1.647\t0.042\t6390\t100\t0.196\t0.087\t0.720\t0.099\t0.539\t0.028\t-0.647\t0.078\t\n",
"OGLE-BLG-RRLYR-13718\t0.728\t0.058\t0.769\t0.021\t1.718\t0.044\t6400\t100\t0.006\t0.090\t0.55\t0.10\t0.551\t0.029\t-0.847\t0.084\t\n",
"OGLE-BLG-RRLYR-13720\t0.669\t0.052\t0.773\t0.019\t1.798\t0.042\t6630\t100\t-0.150\t0.088\t0.339\t0.099\t0.486\t0.028\t-0.903\t0.079\t\n",
"OGLE-BLG-RRLYR-13730\t0.636\t0.051\t0.708\t0.019\t1.592\t0.042\t6376\t99\t0.281\t0.087\t0.842\t0.098\t0.556\t0.028\t-0.580\t0.077\t\n",
"OGLE-BLG-RRLYR-13734\t0.662\t0.053\t0.723\t0.020\t1.673\t0.043\t6600\t100\t0.153\t0.089\t0.65\t0.10\t0.501\t0.028\t-0.623\t0.081\t\n",
"OGLE-BLG-RRLYR-13739\t0.643\t0.050\t0.737\t0.019\t1.684\t0.042\t6530\t100\t0.134\t0.088\t0.61\t0.10\t0.496\t0.028\t-0.646\t0.077\t\n",
"OGLE-BLG-RRLYR-13742\t0.682\t0.052\t0.732\t0.020\t1.666\t0.043\t6470\t100\t0.153\t0.088\t0.69\t0.10\t0.529\t0.029\t-0.670\t0.080\t\n",
"OGLE-BLG-RRLYR-13752\t0.662\t0.054\t0.730\t0.020\t1.619\t0.042\t6320\t100\t0.224\t0.088\t0.784\t0.099\t0.563\t0.029\t-0.648\t0.081\t\n",
"OGLE-BLG-RRLYR-13756\t0.639\t0.050\t0.736\t0.019\t1.578\t0.041\t6130\t100\t0.251\t0.087\t0.869\t0.098\t0.614\t0.028\t-0.695\t0.077\t\n",
"OGLE-BLG-RRLYR-13763\t0.746\t0.057\t0.753\t0.020\t1.728\t0.043\t6550\t100\t0.021\t0.089\t0.54\t0.10\t0.517\t0.028\t-0.779\t0.081\t\n",
"OGLE-BLG-RRLYR-13764\t0.588\t0.051\t0.695\t0.019\t1.595\t0.042\t6500\t100\t0.288\t0.087\t0.816\t0.099\t0.524\t0.028\t-0.524\t0.078\t\n",
"OGLE-BLG-RRLYR-13774\t0.654\t0.051\t0.732\t0.019\t1.640\t0.042\t6390\t100\t0.208\t0.087\t0.731\t0.099\t0.538\t0.028\t-0.634\t0.078\t\n",
"OGLE-BLG-RRLYR-13779\t0.582\t0.051\t0.764\t0.019\t1.711\t0.042\t6430\t100\t-0.002\t0.088\t0.51\t0.10\t0.526\t0.029\t-0.828\t0.078\t\n",
"OGLE-BLG-RRLYR-13791\t0.686\t0.051\t0.750\t0.019\t1.764\t0.042\t6701\t99\t-0.055\t0.087\t0.422\t0.099\t0.475\t0.028\t-0.785\t0.078\t\n",
"OGLE-BLG-RRLYR-13793\t0.678\t0.051\t0.754\t0.019\t1.697\t0.042\t6430\t100\t0.049\t0.088\t0.581\t0.099\t0.538\t0.028\t-0.784\t0.078\t\n",
"OGLE-BLG-RRLYR-13796\t0.659\t0.052\t0.726\t0.020\t1.651\t0.042\t6480\t100\t0.157\t0.087\t0.706\t0.099\t0.533\t0.029\t-0.669\t0.080\t\n",
"OGLE-BLG-RRLYR-13799\t0.650\t0.050\t0.769\t0.019\t1.741\t0.042\t6497\t99\t-0.065\t0.087\t0.468\t0.098\t0.527\t0.028\t-0.881\t0.077\t\n",
"OGLE-BLG-RRLYR-13803\t0.682\t0.052\t0.722\t0.019\t1.641\t0.042\t6472\t99\t0.190\t0.088\t0.730\t0.099\t0.536\t0.028\t-0.641\t0.079\t\n",
"OGLE-BLG-RRLYR-13807\t0.697\t0.067\t0.736\t0.024\t1.620\t0.044\t6280\t110\t0.226\t0.092\t0.79\t0.10\t0.573\t0.032\t-0.663\t0.090\t\n",
"OGLE-BLG-RRLYR-13814\t0.636\t0.050\t0.740\t0.019\t1.569\t0.042\t6119\t99\t0.288\t0.087\t0.906\t0.099\t0.621\t0.028\t-0.676\t0.077\t\n",
"OGLE-BLG-RRLYR-13815\t0.624\t0.051\t0.706\t0.019\t1.671\t0.042\t6700\t100\t0.200\t0.088\t0.65\t0.10\t0.459\t0.028\t-0.516\t0.078\t\n",
"OGLE-BLG-RRLYR-13817\t0.642\t0.052\t0.736\t0.019\t1.690\t0.042\t6530\t100\t0.073\t0.087\t0.589\t0.099\t0.513\t0.028\t-0.714\t0.078\t\n",
"OGLE-BLG-RRLYR-13820\t0.696\t0.059\t0.729\t0.021\t1.650\t0.044\t6440\t100\t0.180\t0.090\t0.71\t0.10\t0.537\t0.028\t-0.659\t0.083\t\n",
"OGLE-BLG-RRLYR-13827\t0.648\t0.056\t0.702\t0.021\t1.568\t0.043\t6340\t110\t0.357\t0.090\t0.92\t0.10\t0.564\t0.029\t-0.523\t0.083\t\n",
"OGLE-BLG-RRLYR-13832\t0.635\t0.050\t0.749\t0.019\t1.594\t0.042\t6120\t100\t0.213\t0.087\t0.837\t0.099\t0.617\t0.028\t-0.742\t0.077\t\n",
"OGLE-BLG-RRLYR-13851\t0.596\t0.050\t0.757\t0.019\t1.739\t0.042\t6592\t99\t-0.055\t0.087\t0.456\t0.099\t0.506\t0.028\t-0.839\t0.077\t\n",
"OGLE-BLG-RRLYR-13858\t0.651\t0.062\t0.709\t0.021\t1.627\t0.044\t6530\t110\t0.227\t0.091\t0.75\t0.10\t0.522\t0.029\t-0.583\t0.084\t\n",
"OGLE-BLG-RRLYR-13859\t0.539\t0.051\t0.659\t0.019\t1.535\t0.042\t6550\t100\t0.429\t0.087\t0.946\t0.099\t0.512\t0.028\t-0.363\t0.078\t\n",
"OGLE-BLG-RRLYR-13874\t0.738\t0.050\t0.754\t0.019\t1.701\t0.042\t6430\t100\t0.086\t0.088\t0.59\t0.10\t0.527\t0.028\t-0.738\t0.078\t\n",
"OGLE-BLG-RRLYR-13877\t0.657\t0.052\t0.727\t0.020\t1.532\t0.042\t6040\t110\t0.353\t0.087\t0.992\t0.099\t0.640\t0.030\t-0.632\t0.079\t\n",
"OGLE-BLG-RRLYR-13893\t0.704\t0.054\t0.835\t0.020\t1.827\t0.042\t6310\t100\t-0.299\t0.089\t0.27\t0.10\t0.569\t0.029\t-1.177\t0.082\t\n",
"OGLE-BLG-RRLYR-13896\t0.618\t0.058\t0.728\t0.020\t1.741\t0.044\t6780\t100\t0.000\t0.091\t0.46\t0.10\t0.455\t0.028\t-0.704\t0.082\t\n",
"OGLE-BLG-RRLYR-13899\t0.591\t0.050\t0.689\t0.019\t1.610\t0.042\t6610\t100\t0.268\t0.087\t0.780\t0.098\t0.501\t0.028\t-0.510\t0.077\t\n",
"OGLE-BLG-RRLYR-13900\t0.726\t0.050\t0.758\t0.019\t1.624\t0.042\t6140\t100\t0.170\t0.087\t0.781\t0.098\t0.612\t0.028\t-0.774\t0.078\t\n",
"OGLE-BLG-RRLYR-13912\t0.640\t0.054\t0.765\t0.020\t1.746\t0.043\t6550\t100\t-0.061\t0.089\t0.46\t0.10\t0.516\t0.029\t-0.859\t0.081\t\n",
"OGLE-BLG-RRLYR-13916\t0.650\t0.055\t0.722\t0.020\t1.617\t0.044\t6380\t110\t0.227\t0.089\t0.79\t0.10\t0.555\t0.029\t-0.641\t0.080\t\n",
"OGLE-BLG-RRLYR-13922\t0.567\t0.049\t0.705\t0.019\t1.663\t0.042\t6700\t100\t0.152\t0.087\t0.643\t0.099\t0.479\t0.028\t-0.588\t0.077\t\n",
"OGLE-BLG-RRLYR-13923\t0.545\t0.050\t0.687\t0.019\t1.681\t0.042\t6884\t99\t0.142\t0.087\t0.582\t0.098\t0.434\t0.028\t-0.533\t0.077\t\n",
"OGLE-BLG-RRLYR-13926\t0.589\t0.057\t0.731\t0.020\t1.655\t0.044\t6470\t100\t0.123\t0.090\t0.66\t0.10\t0.535\t0.029\t-0.700\t0.083\t\n",
"OGLE-BLG-RRLYR-13927\t0.616\t0.051\t0.730\t0.019\t1.639\t0.042\t6410\t100\t0.186\t0.087\t0.721\t0.099\t0.539\t0.028\t-0.654\t0.078\t\n",
"OGLE-BLG-RRLYR-13935\t0.641\t0.052\t0.729\t0.019\t1.632\t0.042\t6400\t99\t0.174\t0.088\t0.732\t0.099\t0.552\t0.028\t-0.677\t0.078\t\n",
"OGLE-BLG-RRLYR-13945\t0.693\t0.055\t0.765\t0.020\t1.728\t0.043\t6480\t100\t-0.026\t0.089\t0.51\t0.10\t0.532\t0.028\t-0.845\t0.080\t\n",
"OGLE-BLG-RRLYR-13947\t0.633\t0.051\t0.737\t0.019\t1.611\t0.042\t6250\t100\t0.217\t0.087\t0.794\t0.098\t0.579\t0.028\t-0.679\t0.078\t\n",
"OGLE-BLG-RRLYR-13948\t0.650\t0.052\t0.755\t0.019\t1.758\t0.042\t6644\t99\t-0.065\t0.088\t0.423\t0.099\t0.487\t0.028\t-0.819\t0.078\t\n",
"OGLE-BLG-RRLYR-13954\t0.635\t0.050\t0.728\t0.019\t1.708\t0.042\t6680\t100\t0.061\t0.087\t0.561\t0.099\t0.484\t0.028\t-0.689\t0.077\t\n",
"OGLE-BLG-RRLYR-13965\t0.660\t0.051\t0.720\t0.019\t1.642\t0.042\t6500\t100\t0.177\t0.087\t0.717\t0.098\t0.528\t0.029\t-0.641\t0.079\t\n",
"OGLE-BLG-RRLYR-13967\t0.626\t0.051\t0.722\t0.019\t1.666\t0.042\t6580\t100\t0.133\t0.087\t0.648\t0.099\t0.508\t0.028\t-0.651\t0.077\t\n",
"OGLE-BLG-RRLYR-13968\t0.661\t0.050\t0.742\t0.019\t1.555\t0.042\t6040\t100\t0.296\t0.087\t0.935\t0.098\t0.641\t0.028\t-0.687\t0.077\t\n",
"OGLE-BLG-RRLYR-13977\t0.602\t0.056\t0.679\t0.021\t1.613\t0.043\t6690\t100\t0.290\t0.089\t0.77\t0.10\t0.479\t0.029\t-0.456\t0.082\t\n",
"OGLE-BLG-RRLYR-13978\t0.654\t0.051\t0.721\t0.019\t1.642\t0.042\t6480\t100\t0.190\t0.087\t0.723\t0.098\t0.529\t0.028\t-0.628\t0.077\t\n",
"OGLE-BLG-RRLYR-13979\t0.587\t0.051\t0.743\t0.019\t1.747\t0.042\t6710\t100\t-0.044\t0.088\t0.435\t0.099\t0.474\t0.028\t-0.774\t0.078\t\n",
"OGLE-BLG-RRLYR-13982\t0.695\t0.051\t0.743\t0.019\t1.651\t0.042\t6338\t99\t0.141\t0.088\t0.707\t0.099\t0.566\t0.028\t-0.732\t0.078\t\n",
"OGLE-BLG-RRLYR-13985\t0.641\t0.050\t0.785\t0.019\t1.753\t0.042\t6410\t100\t-0.110\t0.087\t0.426\t0.099\t0.538\t0.028\t-0.944\t0.078\t\n",
"OGLE-BLG-RRLYR-13986\t0.591\t0.050\t0.765\t0.019\t1.642\t0.042\t6194\t99\t0.106\t0.087\t0.702\t0.099\t0.597\t0.028\t-0.820\t0.077\t\n",
"OGLE-BLG-RRLYR-13991\t0.622\t0.050\t0.749\t0.019\t1.738\t0.042\t6640\t100\t-0.024\t0.087\t0.480\t0.098\t0.494\t0.028\t-0.788\t0.078\t\n",
"OGLE-BLG-RRLYR-13997\t0.656\t0.057\t0.739\t0.021\t1.642\t0.044\t6350\t100\t0.157\t0.091\t0.71\t0.10\t0.562\t0.028\t-0.715\t0.084\t\n",
"OGLE-BLG-RRLYR-14001\t0.640\t0.051\t0.738\t0.019\t1.729\t0.042\t6660\t100\t0.007\t0.087\t0.505\t0.098\t0.483\t0.028\t-0.750\t0.078\t\n",
"OGLE-BLG-RRLYR-14006\t0.726\t0.052\t0.751\t0.019\t1.662\t0.042\t6340\t100\t0.125\t0.088\t0.691\t0.099\t0.568\t0.028\t-0.755\t0.079\t\n",
"OGLE-BLG-RRLYR-14009\t0.632\t0.050\t0.770\t0.019\t1.710\t0.042\t6360\t100\t0.019\t0.088\t0.55\t0.10\t0.544\t0.029\t-0.834\t0.077\t\n",
"OGLE-BLG-RRLYR-14027\t0.768\t0.054\t0.789\t0.020\t1.643\t0.042\t5990\t110\t0.101\t0.088\t0.749\t0.099\t0.650\t0.030\t-0.900\t0.081\t\n",
"OGLE-BLG-RRLYR-14034\t0.601\t0.059\t0.700\t0.020\t1.589\t0.044\t6450\t100\t0.284\t0.090\t0.83\t0.10\t0.540\t0.028\t-0.551\t0.082\t\n",
"OGLE-BLG-RRLYR-14036\t0.570\t0.052\t0.685\t0.020\t1.670\t0.042\t6860\t100\t0.183\t0.087\t0.635\t0.099\t0.438\t0.028\t-0.495\t0.078\t\n",
"OGLE-BLG-RRLYR-14042\t0.568\t0.051\t0.696\t0.019\t1.592\t0.042\t6480\t100\t0.301\t0.087\t0.826\t0.098\t0.526\t0.028\t-0.519\t0.077\t\n",
"OGLE-BLG-RRLYR-14050\t0.689\t0.056\t0.753\t0.021\t1.668\t0.043\t6330\t100\t0.101\t0.090\t0.67\t0.10\t0.566\t0.029\t-0.778\t0.083\t\n",
"OGLE-BLG-RRLYR-14055\t0.672\t0.050\t0.735\t0.019\t1.588\t0.042\t6160\t100\t0.251\t0.087\t0.856\t0.098\t0.604\t0.028\t-0.688\t0.078\t\n",
"OGLE-BLG-RRLYR-14059\t0.597\t0.052\t0.706\t0.019\t1.616\t0.042\t6514\t99\t0.238\t0.087\t0.773\t0.099\t0.524\t0.028\t-0.570\t0.077\t\n",
"OGLE-BLG-RRLYR-14061\t0.539\t0.050\t0.691\t0.019\t1.693\t0.042\t6890\t100\t0.114\t0.087\t0.549\t0.099\t0.424\t0.028\t-0.551\t0.077\t\n",
"OGLE-BLG-RRLYR-14072\t0.647\t0.056\t0.731\t0.022\t1.623\t0.045\t6330\t100\t0.201\t0.094\t0.76\t0.11\t0.562\t0.029\t-0.667\t0.085\t\n",
"OGLE-BLG-RRLYR-14091\t0.591\t0.055\t0.728\t0.021\t1.598\t0.042\t6280\t100\t0.233\t0.088\t0.800\t0.099\t0.572\t0.029\t-0.655\t0.082\t\n",
"OGLE-BLG-RRLYR-14100\t0.591\t0.052\t0.715\t0.020\t1.561\t0.042\t6230\t100\t0.314\t0.087\t0.906\t0.098\t0.588\t0.029\t-0.592\t0.079\t\n",
"OGLE-BLG-RRLYR-14101\t0.726\t0.051\t0.745\t0.019\t1.681\t0.042\t6440\t100\t0.124\t0.088\t0.64\t0.10\t0.532\t0.028\t-0.706\t0.078\t\n",
"OGLE-BLG-RRLYR-14102\t0.557\t0.052\t0.714\t0.020\t1.709\t0.042\t6780\t100\t0.065\t0.088\t0.528\t0.099\t0.455\t0.028\t-0.642\t0.080\t\n",
"OGLE-BLG-RRLYR-14103\t0.691\t0.052\t0.744\t0.020\t1.669\t0.042\t6390\t100\t0.122\t0.087\t0.667\t0.099\t0.547\t0.028\t-0.730\t0.079\t\n",
"OGLE-BLG-RRLYR-14113\t0.621\t0.051\t0.697\t0.019\t1.627\t0.043\t6610\t100\t0.232\t0.088\t0.74\t0.10\t0.502\t0.029\t-0.543\t0.079\t\n",
"OGLE-BLG-RRLYR-14123\t0.731\t0.050\t0.782\t0.019\t1.646\t0.042\t6070\t100\t0.101\t0.087\t0.732\t0.098\t0.632\t0.028\t-0.875\t0.078\t\n",
"OGLE-BLG-RRLYR-14124\t0.680\t0.058\t0.735\t0.021\t1.672\t0.044\t6470\t100\t0.134\t0.091\t0.65\t0.10\t0.524\t0.029\t-0.685\t0.083\t\n",
"OGLE-BLG-RRLYR-14127\t0.723\t0.057\t0.754\t0.022\t1.649\t0.043\t6280\t110\t0.191\t0.090\t0.74\t0.10\t0.569\t0.030\t-0.695\t0.085\t\n",
"OGLE-BLG-RRLYR-14129\t0.705\t0.050\t0.754\t0.019\t1.688\t0.042\t6400\t100\t0.092\t0.087\t0.616\t0.099\t0.539\t0.028\t-0.750\t0.078\t\n",
"OGLE-BLG-RRLYR-14141\t0.732\t0.053\t0.780\t0.020\t1.700\t0.043\t6250\t100\t0.015\t0.088\t0.59\t0.10\t0.580\t0.029\t-0.886\t0.080\t\n",
"OGLE-BLG-RRLYR-14155\t0.650\t0.051\t0.749\t0.019\t1.544\t0.042\t5950\t100\t0.292\t0.087\t0.970\t0.099\t0.668\t0.028\t-0.728\t0.077\t\n",
"OGLE-BLG-RRLYR-14158\t0.716\t0.051\t0.757\t0.019\t1.669\t0.042\t6310\t100\t0.105\t0.088\t0.671\t0.099\t0.568\t0.028\t-0.780\t0.078\t\n",
"OGLE-BLG-RRLYR-14160\t0.674\t0.051\t0.723\t0.020\t1.681\t0.043\t6620\t100\t0.171\t0.089\t0.64\t0.10\t0.476\t0.028\t-0.578\t0.079\t\n",
"OGLE-BLG-RRLYR-14161\t0.665\t0.050\t0.736\t0.019\t1.648\t0.042\t6390\t100\t0.186\t0.087\t0.716\t0.099\t0.542\t0.028\t-0.659\t0.077\t\n",
"OGLE-BLG-RRLYR-14165\t0.687\t0.050\t0.739\t0.019\t1.595\t0.042\t6159\t99\t0.231\t0.087\t0.837\t0.099\t0.606\t0.028\t-0.720\t0.077\t\n",
"OGLE-BLG-RRLYR-14168\t0.760\t0.051\t0.794\t0.019\t1.698\t0.042\t6150\t100\t0.009\t0.087\t0.614\t0.099\t0.608\t0.028\t-0.940\t0.078\t\n",
"OGLE-BLG-RRLYR-14170\t0.622\t0.050\t0.704\t0.019\t1.602\t0.042\t6465\t99\t0.261\t0.087\t0.806\t0.098\t0.536\t0.028\t-0.569\t0.077\t\n",
"OGLE-BLG-RRLYR-14171\t0.634\t0.051\t0.709\t0.019\t1.623\t0.042\t6490\t100\t0.238\t0.087\t0.763\t0.098\t0.526\t0.028\t-0.582\t0.077\t\n",
"OGLE-BLG-RRLYR-14178\t0.710\t0.051\t0.783\t0.019\t1.641\t0.042\t6040\t100\t0.092\t0.087\t0.727\t0.099\t0.639\t0.029\t-0.893\t0.078\t\n",
"OGLE-BLG-RRLYR-14179\t0.650\t0.050\t0.727\t0.019\t1.620\t0.042\t6350\t100\t0.237\t0.087\t0.783\t0.098\t0.552\t0.028\t-0.616\t0.077\t\n",
"OGLE-BLG-RRLYR-14184\t0.620\t0.052\t0.703\t0.019\t1.659\t0.042\t6700\t100\t0.183\t0.088\t0.671\t0.099\t0.484\t0.028\t-0.564\t0.079\t\n",
"OGLE-BLG-RRLYR-14188\t0.601\t0.051\t0.705\t0.019\t1.652\t0.042\t6655\t99\t0.177\t0.087\t0.674\t0.099\t0.490\t0.028\t-0.582\t0.077\t\n",
"OGLE-BLG-RRLYR-14189\t0.651\t0.052\t0.752\t0.020\t1.558\t0.042\t5980\t100\t0.273\t0.088\t0.93\t0.10\t0.658\t0.029\t-0.733\t0.079\t\n",
"OGLE-BLG-RRLYR-14195\t0.620\t0.059\t0.708\t0.021\t1.621\t0.043\t6500\t110\t0.236\t0.090\t0.76\t0.10\t0.525\t0.029\t-0.579\t0.084\t\n",
"OGLE-BLG-RRLYR-14201\t0.676\t0.051\t0.721\t0.019\t1.638\t0.042\t6470\t100\t0.191\t0.087\t0.731\t0.099\t0.535\t0.028\t-0.637\t0.078\t\n",
"OGLE-BLG-RRLYR-14225\t0.591\t0.049\t0.709\t0.019\t1.681\t0.042\t6720\t100\t0.110\t0.087\t0.595\t0.098\t0.473\t0.028\t-0.621\t0.077\t\n",
"OGLE-BLG-RRLYR-14226\t0.654\t0.050\t0.721\t0.019\t1.611\t0.042\t6350\t100\t0.252\t0.087\t0.802\t0.098\t0.555\t0.028\t-0.613\t0.078\t\n",
"OGLE-BLG-RRLYR-14232\t0.555\t0.051\t0.669\t0.019\t1.560\t0.042\t6570\t100\t0.383\t0.087\t0.898\t0.099\t0.507\t0.028\t-0.406\t0.078\t\n",
"OGLE-BLG-RRLYR-14236\t0.737\t0.052\t0.845\t0.021\t1.756\t0.042\t5990\t110\t-0.166\t0.087\t0.492\t0.099\t0.648\t0.031\t-1.168\t0.082\t\n",
"OGLE-BLG-RRLYR-14241\t0.647\t0.052\t0.766\t0.019\t1.752\t0.042\t6560\t100\t-0.065\t0.087\t0.460\t0.098\t0.510\t0.028\t-0.856\t0.078\t\n",
"OGLE-BLG-RRLYR-14247\t0.640\t0.051\t0.738\t0.019\t1.545\t0.042\t6030\t100\t0.306\t0.087\t0.956\t0.098\t0.646\t0.028\t-0.679\t0.078\t\n",
"OGLE-BLG-RRLYR-14250\t0.633\t0.053\t0.728\t0.020\t1.716\t0.042\t6700\t100\t0.047\t0.088\t0.53\t0.10\t0.476\t0.028\t-0.691\t0.080\t\n",
"OGLE-BLG-RRLYR-14274\t0.679\t0.051\t0.737\t0.019\t1.691\t0.042\t6565\t99\t0.087\t0.087\t0.602\t0.099\t0.515\t0.028\t-0.707\t0.078\t\n",
"OGLE-BLG-RRLYR-14281\t0.719\t0.050\t0.803\t0.019\t1.755\t0.042\t6290\t100\t-0.122\t0.087\t0.444\t0.099\t0.572\t0.028\t-1.004\t0.078\t\n",
"OGLE-BLG-RRLYR-14282\t0.713\t0.050\t0.844\t0.019\t1.827\t0.042\t6250\t100\t-0.285\t0.087\t0.279\t0.099\t0.571\t0.028\t-1.174\t0.078\t\n",
"OGLE-BLG-RRLYR-14284\t0.603\t0.053\t0.729\t0.020\t1.711\t0.042\t6680\t100\t0.093\t0.088\t0.563\t0.099\t0.472\t0.028\t-0.644\t0.079\t\n",
"OGLE-BLG-RRLYR-14285\t0.680\t0.054\t0.722\t0.020\t1.661\t0.042\t6530\t100\t0.159\t0.088\t0.682\t0.099\t0.517\t0.029\t-0.634\t0.080\t\n",
"OGLE-BLG-RRLYR-14288\t0.656\t0.051\t0.709\t0.019\t1.538\t0.042\t6180\t100\t0.380\t0.087\t0.986\t0.098\t0.604\t0.028\t-0.557\t0.078\t\n",
"OGLE-BLG-RRLYR-14293\t0.634\t0.053\t0.717\t0.020\t1.708\t0.042\t6740\t100\t0.106\t0.088\t0.549\t0.099\t0.454\t0.028\t-0.605\t0.079\t\n",
"OGLE-BLG-RRLYR-14298\t0.718\t0.059\t0.777\t0.021\t1.690\t0.043\t6250\t100\t0.032\t0.090\t0.61\t0.10\t0.588\t0.029\t-0.878\t0.084\t\n",
"OGLE-BLG-RRLYR-14300\t0.609\t0.050\t0.710\t0.019\t1.530\t0.042\t6170\t100\t0.386\t0.087\t0.985\t0.099\t0.604\t0.028\t-0.542\t0.078\t\n",
"OGLE-BLG-RRLYR-14302\t0.612\t0.050\t0.736\t0.019\t1.593\t0.042\t6224\t99\t0.252\t0.087\t0.831\t0.099\t0.586\t0.028\t-0.665\t0.077\t\n",
"OGLE-BLG-RRLYR-14304\t0.649\t0.050\t0.743\t0.019\t1.627\t0.042\t6276\t99\t0.205\t0.087\t0.762\t0.099\t0.568\t0.028\t-0.686\t0.077\t\n",
"OGLE-BLG-RRLYR-14310\t0.575\t0.051\t0.721\t0.020\t1.521\t0.042\t6060\t100\t0.352\t0.087\t0.995\t0.098\t0.638\t0.028\t-0.632\t0.079\t\n",
"OGLE-BLG-RRLYR-14311\t0.644\t0.050\t0.752\t0.019\t1.669\t0.042\t6354\t99\t0.106\t0.087\t0.643\t0.099\t0.548\t0.028\t-0.752\t0.077\t\n",
"OGLE-BLG-RRLYR-14313\t0.540\t0.050\t0.712\t0.019\t1.525\t0.042\t6160\t100\t0.372\t0.088\t0.98\t0.10\t0.609\t0.028\t-0.577\t0.077\t\n",
"OGLE-BLG-RRLYR-14317\t0.541\t0.051\t0.681\t0.019\t1.589\t0.042\t6600\t100\t0.304\t0.088\t0.812\t0.099\t0.501\t0.028\t-0.475\t0.079\t\n",
"OGLE-BLG-RRLYR-14319\t0.636\t0.050\t0.710\t0.019\t1.592\t0.042\t6360\t100\t0.313\t0.087\t0.855\t0.098\t0.549\t0.028\t-0.543\t0.077\t\n",
"OGLE-BLG-RRLYR-14324\t0.756\t0.050\t0.751\t0.019\t1.586\t0.042\t6067\t99\t0.278\t0.087\t0.905\t0.098\t0.631\t0.028\t-0.703\t0.077\t\n",
"OGLE-BLG-RRLYR-14331\t0.568\t0.051\t0.691\t0.019\t1.660\t0.042\t6757\t99\t0.188\t0.087\t0.645\t0.099\t0.457\t0.028\t-0.524\t0.077\t\n",
"OGLE-BLG-RRLYR-14333\t0.596\t0.051\t0.721\t0.019\t1.668\t0.042\t6580\t100\t0.125\t0.087\t0.634\t0.099\t0.505\t0.028\t-0.655\t0.078\t\n",
"OGLE-BLG-RRLYR-14334\t0.635\t0.053\t0.820\t0.021\t1.768\t0.043\t6220\t100\t-0.195\t0.089\t0.39\t0.10\t0.584\t0.029\t-1.094\t0.082\t\n",
"OGLE-BLG-RRLYR-14338\t0.670\t0.050\t0.748\t0.019\t1.581\t0.042\t6077\t99\t0.286\t0.087\t0.915\t0.099\t0.633\t0.028\t-0.689\t0.078\t\n",
"OGLE-BLG-RRLYR-14343\t0.657\t0.051\t0.754\t0.019\t1.742\t0.042\t6620\t100\t-0.037\t0.087\t0.468\t0.098\t0.500\t0.028\t-0.808\t0.078\t\n",
"OGLE-BLG-RRLYR-14360\t0.770\t0.055\t0.780\t0.020\t1.688\t0.043\t6210\t110\t0.062\t0.088\t0.662\t0.099\t0.595\t0.029\t-0.867\t0.081\t\n",
"OGLE-BLG-RRLYR-14375\t0.694\t0.054\t0.731\t0.020\t1.613\t0.043\t6280\t100\t0.228\t0.089\t0.80\t0.10\t0.578\t0.029\t-0.669\t0.081\t\n",
"OGLE-BLG-RRLYR-14382\t0.674\t0.055\t0.807\t0.021\t1.834\t0.043\t6530\t110\t-0.271\t0.089\t0.24\t0.10\t0.512\t0.029\t-1.060\t0.083\t\n",
"OGLE-BLG-RRLYR-14394\t0.548\t0.050\t0.701\t0.019\t1.687\t0.042\t6810\t99\t0.116\t0.087\t0.571\t0.098\t0.454\t0.028\t-0.587\t0.077\t\n",
"OGLE-BLG-RRLYR-14395\t0.603\t0.055\t0.686\t0.020\t1.618\t0.042\t6650\t110\t0.261\t0.088\t0.761\t0.099\t0.489\t0.029\t-0.497\t0.081\t\n",
"OGLE-BLG-RRLYR-14396\t0.587\t0.050\t0.678\t0.019\t1.585\t0.042\t6580\t100\t0.352\t0.087\t0.854\t0.099\t0.498\t0.028\t-0.431\t0.078\t\n",
"OGLE-BLG-RRLYR-14398\t0.650\t0.052\t0.703\t0.019\t1.629\t0.042\t6580\t100\t0.228\t0.087\t0.747\t0.099\t0.510\t0.028\t-0.560\t0.078\t\n",
"OGLE-BLG-RRLYR-14400\t0.608\t0.050\t0.698\t0.019\t1.619\t0.042\t6585\t99\t0.244\t0.087\t0.762\t0.099\t0.508\t0.028\t-0.544\t0.077\t\n",
"OGLE-BLG-RRLYR-14401\t0.612\t0.058\t0.748\t0.021\t1.734\t0.045\t6630\t100\t-0.024\t0.092\t0.47\t0.10\t0.496\t0.029\t-0.788\t0.083\t\n",
"OGLE-BLG-RRLYR-14403\t0.591\t0.052\t0.731\t0.019\t1.742\t0.042\t6790\t100\t-0.008\t0.088\t0.459\t0.099\t0.457\t0.028\t-0.714\t0.079\t\n",
"OGLE-BLG-RRLYR-14405\t0.575\t0.054\t0.710\t0.020\t1.717\t0.043\t6850\t100\t0.057\t0.088\t0.51\t0.10\t0.442\t0.029\t-0.627\t0.081\t\n",
"OGLE-BLG-RRLYR-14413\t0.581\t0.051\t0.750\t0.019\t1.774\t0.042\t6760\t100\t-0.093\t0.087\t0.370\t0.099\t0.462\t0.029\t-0.809\t0.078\t\n",
"OGLE-BLG-RRLYR-14414\t0.519\t0.050\t0.658\t0.019\t1.573\t0.042\t6700\t100\t0.365\t0.087\t0.845\t0.099\t0.471\t0.028\t-0.376\t0.078\t\n",
"OGLE-BLG-RRLYR-14424\t0.639\t0.049\t0.810\t0.019\t1.772\t0.042\t6337\t99\t-0.211\t0.087\t0.360\t0.099\t0.551\t0.028\t-1.065\t0.077\t\n",
"OGLE-BLG-RRLYR-14427\t0.714\t0.057\t0.734\t0.021\t1.610\t0.043\t6250\t100\t0.222\t0.090\t0.80\t0.10\t0.587\t0.029\t-0.689\t0.085\t\n",
"OGLE-BLG-RRLYR-14438\t0.592\t0.053\t0.695\t0.020\t1.647\t0.043\t6690\t100\t0.231\t0.088\t0.69\t0.10\t0.471\t0.028\t-0.503\t0.079\t\n",
"OGLE-BLG-RRLYR-14440\t0.550\t0.050\t0.720\t0.019\t1.714\t0.042\t6764\t99\t0.050\t0.087\t0.518\t0.098\t0.463\t0.028\t-0.670\t0.077\t\n",
"OGLE-BLG-RRLYR-14441\t0.560\t0.050\t0.683\t0.019\t1.627\t0.042\t6720\t100\t0.239\t0.087\t0.720\t0.099\t0.473\t0.028\t-0.492\t0.077\t\n",
"OGLE-BLG-RRLYR-14445\t0.650\t0.050\t0.723\t0.019\t1.628\t0.042\t6399\t99\t0.203\t0.087\t0.755\t0.098\t0.548\t0.028\t-0.640\t0.077\t\n",
"OGLE-BLG-RRLYR-14449\t0.557\t0.051\t0.738\t0.019\t1.752\t0.042\t6760\t100\t-0.052\t0.088\t0.41\t0.10\t0.460\t0.029\t-0.761\t0.079\t\n",
"OGLE-BLG-RRLYR-14453\t0.550\t0.051\t0.679\t0.019\t1.589\t0.042\t6610\t100\t0.302\t0.087\t0.811\t0.098\t0.500\t0.028\t-0.470\t0.078\t\n",
"OGLE-BLG-RRLYR-14456\t0.662\t0.050\t0.791\t0.019\t1.760\t0.042\t6390\t100\t-0.147\t0.087\t0.393\t0.099\t0.545\t0.028\t-0.991\t0.077\t\n",
"OGLE-BLG-RRLYR-14457\t0.572\t0.056\t0.705\t0.022\t1.568\t0.045\t6330\t110\t0.332\t0.094\t0.88\t0.11\t0.561\t0.029\t-0.546\t0.085\t\n",
"OGLE-BLG-RRLYR-14464\t0.766\t0.051\t0.796\t0.019\t1.766\t0.042\t6390\t100\t-0.101\t0.087\t0.451\t0.098\t0.556\t0.028\t-0.956\t0.078\t\n",
"OGLE-BLG-RRLYR-14465\t0.708\t0.054\t0.828\t0.021\t1.811\t0.043\t6300\t110\t-0.256\t0.090\t0.30\t0.10\t0.564\t0.030\t-1.128\t0.086\t\n",
"OGLE-BLG-RRLYR-14468\t0.695\t0.050\t0.741\t0.019\t1.672\t0.042\t6434\t99\t0.162\t0.087\t0.674\t0.098\t0.527\t0.028\t-0.666\t0.077\t\n",
"OGLE-BLG-RRLYR-14470\t0.670\t0.051\t0.730\t0.019\t1.665\t0.042\t6490\t100\t0.153\t0.087\t0.659\t0.099\t0.518\t0.028\t-0.656\t0.078\t\n",
"OGLE-BLG-RRLYR-14473\t0.645\t0.050\t0.706\t0.019\t1.626\t0.042\t6530\t100\t0.261\t0.088\t0.760\t0.099\t0.499\t0.028\t-0.519\t0.077\t\n",
"OGLE-BLG-RRLYR-14475\t0.668\t0.050\t0.797\t0.019\t1.734\t0.042\t6250\t100\t-0.066\t0.087\t0.505\t0.098\t0.575\t0.028\t-0.958\t0.077\t\n",
"OGLE-BLG-RRLYR-14480\t0.575\t0.053\t0.714\t0.020\t1.680\t0.042\t6680\t100\t0.109\t0.088\t0.598\t0.099\t0.481\t0.028\t-0.632\t0.079\t\n",
"OGLE-BLG-RRLYR-14489\t0.693\t0.050\t0.759\t0.019\t1.658\t0.042\t6257\t99\t0.108\t0.087\t0.682\t0.099\t0.579\t0.028\t-0.791\t0.077\t\n",
"OGLE-BLG-RRLYR-14496\t0.575\t0.050\t0.708\t0.019\t1.652\t0.042\t6634\t99\t0.169\t0.087\t0.678\t0.099\t0.495\t0.028\t-0.601\t0.077\t\n",
"OGLE-BLG-RRLYR-14499\t0.622\t0.050\t0.716\t0.019\t1.524\t0.042\t6100\t100\t0.379\t0.087\t1.014\t0.098\t0.629\t0.028\t-0.593\t0.077\t\n",
"OGLE-BLG-RRLYR-14513\t0.614\t0.050\t0.698\t0.019\t1.616\t0.042\t6560\t100\t0.296\t0.087\t0.794\t0.098\t0.504\t0.028\t-0.492\t0.077\t\n",
"OGLE-BLG-RRLYR-14530\t0.759\t0.050\t0.743\t0.019\t1.625\t0.042\t6250\t99\t0.219\t0.087\t0.811\t0.099\t0.588\t0.028\t-0.698\t0.077\t\n",
"OGLE-BLG-RRLYR-14534\t0.618\t0.052\t0.709\t0.020\t1.671\t0.042\t6670\t100\t0.175\t0.088\t0.653\t0.099\t0.478\t0.028\t-0.572\t0.078\t\n",
"OGLE-BLG-RRLYR-14548\t0.671\t0.051\t0.778\t0.019\t1.710\t0.042\t6300\t100\t-0.019\t0.087\t0.552\t0.098\t0.569\t0.028\t-0.893\t0.078\t\n",
"OGLE-BLG-RRLYR-14552\t0.716\t0.055\t0.735\t0.021\t1.615\t0.043\t6270\t100\t0.216\t0.089\t0.80\t0.10\t0.585\t0.029\t-0.693\t0.081\t\n",
"OGLE-BLG-RRLYR-14566\t0.671\t0.052\t0.745\t0.020\t1.655\t0.042\t6350\t100\t0.148\t0.087\t0.696\t0.098\t0.553\t0.028\t-0.715\t0.079\t\n",
"OGLE-BLG-RRLYR-14567\t0.774\t0.051\t0.777\t0.019\t1.727\t0.042\t6380\t100\t0.027\t0.087\t0.555\t0.099\t0.542\t0.028\t-0.823\t0.078\t\n",
"OGLE-BLG-RRLYR-14578\t0.616\t0.057\t0.699\t0.020\t1.599\t0.044\t6490\t100\t0.268\t0.090\t0.81\t0.10\t0.532\t0.029\t-0.553\t0.082\t\n",
"OGLE-BLG-RRLYR-14583\t0.559\t0.051\t0.697\t0.019\t1.625\t0.042\t6600\t100\t0.235\t0.087\t0.740\t0.098\t0.498\t0.028\t-0.537\t0.078\t\n",
"OGLE-BLG-RRLYR-14584\t0.562\t0.051\t0.698\t0.019\t1.619\t0.042\t6580\t100\t0.231\t0.087\t0.743\t0.099\t0.506\t0.028\t-0.549\t0.078\t\n",
"OGLE-BLG-RRLYR-14586\t0.636\t0.050\t0.759\t0.019\t1.717\t0.042\t6475\t99\t-0.012\t0.087\t0.516\t0.099\t0.529\t0.028\t-0.827\t0.077\t\n",
"OGLE-BLG-RRLYR-14587\t0.608\t0.055\t0.731\t0.021\t1.616\t0.043\t6320\t100\t0.214\t0.089\t0.77\t0.10\t0.563\t0.029\t-0.662\t0.081\t\n",
"OGLE-BLG-RRLYR-14592\t0.627\t0.051\t0.749\t0.019\t1.712\t0.042\t6520\t100\t0.025\t0.087\t0.555\t0.098\t0.515\t0.028\t-0.774\t0.078\t\n",
"OGLE-BLG-RRLYR-14596\t0.541\t0.052\t0.673\t0.019\t1.588\t0.042\t6650\t100\t0.314\t0.087\t0.813\t0.099\t0.490\t0.029\t-0.443\t0.078\t\n",
"OGLE-BLG-RRLYR-14597\t0.597\t0.054\t0.728\t0.020\t1.756\t0.043\t6850\t100\t-0.026\t0.089\t0.41\t0.10\t0.440\t0.029\t-0.708\t0.081\t\n",
"OGLE-BLG-RRLYR-14598\t0.667\t0.051\t0.757\t0.019\t1.680\t0.042\t6350\t100\t0.063\t0.088\t0.628\t0.099\t0.561\t0.028\t-0.801\t0.078\t\n",
"OGLE-BLG-RRLYR-14600\t0.600\t0.055\t0.694\t0.020\t1.585\t0.043\t6490\t100\t0.302\t0.089\t0.84\t0.10\t0.533\t0.028\t-0.523\t0.081\t\n",
"OGLE-BLG-RRLYR-14602\t0.635\t0.052\t0.714\t0.019\t1.618\t0.042\t6430\t100\t0.229\t0.087\t0.772\t0.098\t0.541\t0.028\t-0.609\t0.078\t\n",
"OGLE-BLG-RRLYR-14611\t0.772\t0.063\t0.798\t0.023\t1.696\t0.045\t6120\t110\t0.012\t0.094\t0.62\t0.10\t0.616\t0.029\t-0.941\t0.091\t\n",
"OGLE-BLG-RRLYR-14612\t0.709\t0.059\t0.750\t0.021\t1.678\t0.045\t6380\t100\t0.100\t0.093\t0.64\t0.11\t0.550\t0.029\t-0.759\t0.086\t\n",
"OGLE-BLG-RRLYR-14613\t0.619\t0.061\t0.725\t0.022\t1.673\t0.045\t6560\t110\t0.140\t0.091\t0.64\t0.10\t0.504\t0.029\t-0.645\t0.085\t\n",
"OGLE-BLG-RRLYR-14614\t0.585\t0.052\t0.699\t0.019\t1.629\t0.042\t6610\t100\t0.222\t0.088\t0.729\t0.099\t0.499\t0.028\t-0.550\t0.078\t\n",
"OGLE-BLG-RRLYR-14615\t0.658\t0.050\t0.729\t0.019\t1.560\t0.042\t6140\t100\t0.319\t0.087\t0.929\t0.099\t0.612\t0.028\t-0.626\t0.078\t\n",
"OGLE-BLG-RRLYR-14626\t0.625\t0.051\t0.717\t0.019\t1.677\t0.042\t6630\t100\t0.133\t0.087\t0.614\t0.099\t0.486\t0.028\t-0.620\t0.078\t\n",
"OGLE-BLG-RRLYR-14633\t0.540\t0.053\t0.693\t0.020\t1.588\t0.042\t6490\t100\t0.286\t0.088\t0.81\t0.10\t0.526\t0.028\t-0.527\t0.079\t\n",
"OGLE-BLG-RRLYR-14635\t0.614\t0.052\t0.755\t0.020\t1.749\t0.042\t6620\t100\t-0.058\t0.088\t0.440\t0.099\t0.494\t0.028\t-0.823\t0.080\t\n",
"OGLE-BLG-RRLYR-14636\t0.630\t0.056\t0.739\t0.021\t1.742\t0.044\t6710\t110\t-0.017\t0.090\t0.45\t0.10\t0.473\t0.029\t-0.752\t0.084\t\n",
"OGLE-BLG-RRLYR-14640\t0.603\t0.053\t0.720\t0.021\t1.553\t0.043\t6180\t110\t0.327\t0.089\t0.92\t0.10\t0.608\t0.030\t-0.608\t0.082\t\n",
"OGLE-BLG-RRLYR-14648\t0.727\t0.058\t0.749\t0.020\t1.636\t0.043\t6240\t100\t0.157\t0.090\t0.75\t0.10\t0.591\t0.028\t-0.758\t0.083\t\n",
"OGLE-BLG-RRLYR-14654\t0.628\t0.050\t0.703\t0.019\t1.601\t0.042\t6440\t100\t0.260\t0.087\t0.811\t0.099\t0.539\t0.028\t-0.571\t0.078\t\n",
"OGLE-BLG-RRLYR-14657\t0.752\t0.054\t0.795\t0.020\t1.706\t0.042\t6180\t100\t-0.005\t0.088\t0.597\t0.099\t0.604\t0.028\t-0.939\t0.081\t\n",
"OGLE-BLG-RRLYR-14663\t0.615\t0.051\t0.702\t0.019\t1.595\t0.042\t6450\t100\t0.325\t0.087\t0.844\t0.099\t0.528\t0.028\t-0.501\t0.078\t\n",
"OGLE-BLG-RRLYR-14671\t0.602\t0.058\t0.708\t0.021\t1.626\t0.044\t6530\t100\t0.213\t0.090\t0.73\t0.10\t0.517\t0.029\t-0.587\t0.083\t\n",
"OGLE-BLG-RRLYR-14673\t0.665\t0.050\t0.711\t0.019\t1.551\t0.042\t6220\t100\t0.367\t0.087\t0.948\t0.099\t0.587\t0.028\t-0.544\t0.077\t\n",
"OGLE-BLG-RRLYR-14683\t0.621\t0.050\t0.736\t0.019\t1.724\t0.042\t6690\t100\t0.016\t0.087\t0.504\t0.099\t0.483\t0.028\t-0.730\t0.077\t\n",
"OGLE-BLG-RRLYR-14684\t0.657\t0.053\t0.743\t0.020\t1.637\t0.042\t6290\t100\t0.161\t0.088\t0.732\t0.099\t0.571\t0.029\t-0.726\t0.081\t\n",
"OGLE-BLG-RRLYR-14689\t0.564\t0.051\t0.693\t0.019\t1.620\t0.042\t6600\t100\t0.253\t0.087\t0.757\t0.098\t0.497\t0.028\t-0.512\t0.078\t\n",
"OGLE-BLG-RRLYR-14699\t0.750\t0.051\t0.817\t0.019\t1.786\t0.042\t6290\t100\t-0.189\t0.088\t0.377\t0.099\t0.570\t0.028\t-1.068\t0.079\t\n",
"OGLE-BLG-RRLYR-14706\t0.657\t0.050\t0.800\t0.019\t1.714\t0.042\t6176\t99\t-0.063\t0.087\t0.537\t0.098\t0.598\t0.028\t-0.984\t0.077\t\n",
"OGLE-BLG-RRLYR-14713\t0.535\t0.052\t0.688\t0.020\t1.668\t0.042\t6800\t100\t0.185\t0.088\t0.636\t0.099\t0.445\t0.028\t-0.506\t0.079\t\n",
"OGLE-BLG-RRLYR-14717\t0.621\t0.054\t0.701\t0.020\t1.605\t0.043\t6510\t100\t0.267\t0.089\t0.80\t0.10\t0.528\t0.028\t-0.551\t0.080\t\n",
"OGLE-BLG-RRLYR-14718\t0.576\t0.050\t0.733\t0.019\t1.709\t0.042\t6650\t100\t0.029\t0.087\t0.528\t0.098\t0.488\t0.028\t-0.725\t0.078\t\n",
"OGLE-BLG-RRLYR-14722\t0.596\t0.055\t0.727\t0.020\t1.749\t0.043\t6790\t100\t-0.020\t0.090\t0.43\t0.10\t0.448\t0.028\t-0.715\t0.082\t\n",
"OGLE-BLG-RRLYR-14726\t0.651\t0.057\t0.729\t0.021\t1.642\t0.042\t6410\t110\t0.173\t0.088\t0.729\t0.099\t0.546\t0.030\t-0.670\t0.083\t\n",
"OGLE-BLG-RRLYR-14733\t0.544\t0.066\t0.687\t0.023\t1.556\t0.046\t6440\t120\t0.330\t0.095\t0.88\t0.10\t0.543\t0.031\t-0.507\t0.094\t\n",
"OGLE-BLG-RRLYR-14740\t0.739\t0.053\t0.733\t0.020\t1.709\t0.043\t6630\t100\t0.103\t0.088\t0.59\t0.10\t0.494\t0.028\t-0.659\t0.079\t\n",
"OGLE-BLG-RRLYR-14741\t0.561\t0.050\t0.737\t0.019\t1.769\t0.042\t6844\t99\t-0.076\t0.087\t0.378\t0.099\t0.446\t0.028\t-0.761\t0.077\t\n",
"OGLE-BLG-RRLYR-14742\t0.589\t0.051\t0.718\t0.019\t1.683\t0.042\t6670\t100\t0.098\t0.087\t0.591\t0.099\t0.487\t0.028\t-0.658\t0.078\t\n",
"OGLE-BLG-RRLYR-14761\t0.658\t0.053\t0.765\t0.020\t1.692\t0.042\t6350\t100\t0.024\t0.089\t0.58\t0.10\t0.554\t0.029\t-0.836\t0.079\t\n",
"OGLE-BLG-RRLYR-14768\t0.652\t0.051\t0.726\t0.020\t1.661\t0.042\t6520\t100\t0.195\t0.088\t0.688\t0.099\t0.504\t0.028\t-0.599\t0.079\t\n",
"OGLE-BLG-RRLYR-14776\t0.682\t0.050\t0.761\t0.019\t1.555\t0.042\t5900\t100\t0.272\t0.087\t0.958\t0.098\t0.680\t0.028\t-0.765\t0.077\t\n",
"OGLE-BLG-RRLYR-14779\t0.656\t0.052\t0.738\t0.020\t1.717\t0.042\t6620\t100\t0.077\t0.088\t0.545\t0.099\t0.481\t0.028\t-0.674\t0.079\t\n",
"OGLE-BLG-RRLYR-14780\t0.664\t0.050\t0.744\t0.019\t1.595\t0.042\t6160\t100\t0.251\t0.088\t0.852\t0.099\t0.603\t0.028\t-0.684\t0.078\t\n",
"OGLE-BLG-RRLYR-14784\t0.681\t0.052\t0.735\t0.020\t1.550\t0.042\t6040\t100\t0.305\t0.087\t0.959\t0.099\t0.644\t0.029\t-0.682\t0.079\t\n",
"OGLE-BLG-RRLYR-14798\t0.677\t0.051\t0.790\t0.020\t1.707\t0.042\t6210\t100\t-0.031\t0.087\t0.565\t0.098\t0.592\t0.029\t-0.941\t0.079\t\n",
"OGLE-BLG-RRLYR-14802\t0.650\t0.053\t0.779\t0.021\t1.746\t0.044\t6420\t100\t-0.058\t0.090\t0.46\t0.10\t0.529\t0.029\t-0.885\t0.081\t\n",
"OGLE-BLG-RRLYR-14804\t0.556\t0.052\t0.711\t0.020\t1.750\t0.042\t6940\t100\t0.005\t0.088\t0.431\t0.099\t0.416\t0.028\t-0.642\t0.079\t\n",
"OGLE-BLG-RRLYR-14817\t0.582\t0.054\t0.696\t0.020\t1.577\t0.043\t6430\t100\t0.304\t0.088\t0.856\t0.099\t0.543\t0.028\t-0.537\t0.080\t\n",
"OGLE-BLG-RRLYR-14818\t0.532\t0.050\t0.710\t0.019\t1.708\t0.042\t6820\t100\t0.057\t0.087\t0.515\t0.099\t0.447\t0.028\t-0.635\t0.078\t\n",
"OGLE-BLG-RRLYR-14821\t0.691\t0.052\t0.756\t0.020\t1.628\t0.042\t6180\t100\t0.188\t0.087\t0.792\t0.099\t0.599\t0.028\t-0.725\t0.079\t\n",
"OGLE-BLG-RRLYR-14834\t0.633\t0.051\t0.722\t0.019\t1.579\t0.042\t6240\t100\t0.284\t0.087\t0.866\t0.098\t0.586\t0.028\t-0.617\t0.078\t\n",
"OGLE-BLG-RRLYR-14845\t0.601\t0.053\t0.696\t0.020\t1.635\t0.042\t6640\t100\t0.252\t0.087\t0.738\t0.099\t0.486\t0.028\t-0.499\t0.079\t\n",
"OGLE-BLG-RRLYR-14847\t0.568\t0.050\t0.679\t0.019\t1.593\t0.042\t6619\t99\t0.301\t0.087\t0.814\t0.098\t0.499\t0.028\t-0.467\t0.077\t\n",
"OGLE-BLG-RRLYR-14848\t0.715\t0.051\t0.750\t0.019\t1.662\t0.042\t6320\t100\t0.139\t0.088\t0.703\t0.099\t0.563\t0.028\t-0.743\t0.079\t\n",
"OGLE-BLG-RRLYR-14851\t0.624\t0.052\t0.707\t0.019\t1.639\t0.042\t6570\t100\t0.208\t0.087\t0.717\t0.099\t0.506\t0.028\t-0.577\t0.078\t\n",
"OGLE-BLG-RRLYR-14852\t0.530\t0.051\t0.691\t0.019\t1.700\t0.042\t6920\t100\t0.107\t0.087\t0.546\t0.099\t0.426\t0.028\t-0.551\t0.078\t\n",
"OGLE-BLG-RRLYR-14857\t0.644\t0.050\t0.736\t0.019\t1.546\t0.042\t6055\t99\t0.338\t0.087\t0.975\t0.098\t0.637\t0.028\t-0.652\t0.077\t\n",
"OGLE-BLG-RRLYR-14865\t0.672\t0.050\t0.762\t0.019\t1.723\t0.042\t6499\t99\t-0.016\t0.087\t0.521\t0.098\t0.530\t0.028\t-0.838\t0.077\t\n",
"OGLE-BLG-RRLYR-14867\t0.550\t0.055\t0.764\t0.021\t1.758\t0.043\t6580\t100\t-0.113\t0.091\t0.38\t0.10\t0.500\t0.029\t-0.882\t0.085\t\n",
"OGLE-BLG-RRLYR-14870\t0.663\t0.051\t0.727\t0.019\t1.629\t0.042\t6380\t100\t0.225\t0.087\t0.757\t0.099\t0.544\t0.028\t-0.625\t0.078\t\n",
"OGLE-BLG-RRLYR-14872\t0.779\t0.058\t0.782\t0.022\t1.740\t0.046\t6390\t100\t-0.008\t0.093\t0.51\t0.11\t0.540\t0.029\t-0.851\t0.084\t\n",
"OGLE-BLG-RRLYR-14878\t0.669\t0.052\t0.808\t0.020\t1.663\t0.042\t5950\t100\t0.029\t0.087\t0.693\t0.099\t0.658\t0.029\t-0.979\t0.079\t\n",
"OGLE-BLG-RRLYR-14881\t0.621\t0.050\t0.708\t0.019\t1.593\t0.042\t6387\t99\t0.275\t0.087\t0.832\t0.098\t0.551\t0.028\t-0.575\t0.077\t\n",
"OGLE-BLG-RRLYR-14891\t0.676\t0.051\t0.761\t0.019\t1.716\t0.042\t6450\t100\t0.007\t0.087\t0.537\t0.098\t0.533\t0.028\t-0.820\t0.078\t\n",
"OGLE-BLG-RRLYR-14898\t0.535\t0.049\t0.680\t0.019\t1.632\t0.041\t6765\t99\t0.233\t0.087\t0.708\t0.098\t0.464\t0.028\t-0.486\t0.077\t\n",
"OGLE-BLG-RRLYR-14905\t0.568\t0.052\t0.675\t0.019\t1.642\t0.042\t6830\t100\t0.236\t0.088\t0.692\t0.099\t0.446\t0.028\t-0.457\t0.079\t\n",
"OGLE-BLG-RRLYR-14907\t0.701\t0.051\t0.757\t0.019\t1.692\t0.042\t6410\t100\t0.054\t0.088\t0.604\t0.099\t0.547\t0.028\t-0.795\t0.078\t\n",
"OGLE-BLG-RRLYR-14908\t0.550\t0.051\t0.676\t0.019\t1.632\t0.042\t6790\t100\t0.254\t0.088\t0.721\t0.099\t0.456\t0.028\t-0.449\t0.078\t\n",
"OGLE-BLG-RRLYR-14916\t0.618\t0.049\t0.743\t0.019\t1.588\t0.042\t6150\t100\t0.266\t0.087\t0.866\t0.099\t0.606\t0.028\t-0.686\t0.077\t\n",
"OGLE-BLG-RRLYR-14928\t0.659\t0.050\t0.733\t0.019\t1.626\t0.042\t6330\t100\t0.249\t0.087\t0.786\t0.099\t0.550\t0.028\t-0.621\t0.077\t\n",
"OGLE-BLG-RRLYR-14935\t0.602\t0.051\t0.691\t0.019\t1.634\t0.042\t6680\t100\t0.255\t0.088\t0.71\t0.10\t0.467\t0.028\t-0.481\t0.078\t\n",
"OGLE-BLG-RRLYR-14941\t0.727\t0.052\t0.753\t0.019\t1.638\t0.042\t6220\t100\t0.156\t0.088\t0.751\t0.099\t0.594\t0.028\t-0.768\t0.079\t\n",
"OGLE-BLG-RRLYR-14944\t0.721\t0.052\t0.778\t0.019\t1.773\t0.042\t6540\t100\t-0.100\t0.088\t0.426\t0.099\t0.516\t0.028\t-0.903\t0.079\t\n",
"OGLE-BLG-RRLYR-14945\t0.667\t0.051\t0.729\t0.019\t1.664\t0.042\t6500\t100\t0.144\t0.087\t0.670\t0.098\t0.524\t0.028\t-0.668\t0.078\t\n",
"OGLE-BLG-RRLYR-14955\t0.675\t0.050\t0.781\t0.019\t1.786\t0.042\t6530\t100\t-0.130\t0.087\t0.370\t0.099\t0.506\t0.028\t-0.915\t0.078\t\n",
"OGLE-BLG-RRLYR-14964\t0.589\t0.059\t0.731\t0.021\t1.641\t0.045\t6410\t100\t0.146\t0.094\t0.69\t0.11\t0.547\t0.029\t-0.694\t0.087\t\n",
"OGLE-BLG-RRLYR-14968\t0.717\t0.051\t0.770\t0.020\t1.755\t0.042\t6530\t100\t-0.020\t0.087\t0.473\t0.099\t0.505\t0.028\t-0.805\t0.078\t\n",
"OGLE-BLG-RRLYR-14970\t0.720\t0.051\t0.741\t0.019\t1.640\t0.042\t6325\t99\t0.168\t0.087\t0.739\t0.098\t0.571\t0.028\t-0.715\t0.077\t\n",
"OGLE-BLG-RRLYR-14976\t0.532\t0.049\t0.664\t0.019\t1.554\t0.042\t6590\t99\t0.377\t0.087\t0.896\t0.098\t0.505\t0.028\t-0.396\t0.077\t\n",
"OGLE-BLG-RRLYR-14984\t0.666\t0.055\t0.732\t0.020\t1.648\t0.043\t6410\t100\t0.157\t0.089\t0.709\t0.099\t0.546\t0.029\t-0.690\t0.081\t\n",
"OGLE-BLG-RRLYR-14995\t0.663\t0.050\t0.843\t0.019\t1.723\t0.042\t5916\t99\t-0.093\t0.087\t0.568\t0.099\t0.660\t0.028\t-1.118\t0.077\t\n",
"OGLE-BLG-RRLYR-14997\t0.692\t0.051\t0.767\t0.020\t1.711\t0.043\t6390\t100\t0.048\t0.088\t0.57\t0.10\t0.536\t0.028\t-0.790\t0.079\t\n",
"OGLE-BLG-RRLYR-15000\t0.645\t0.051\t0.696\t0.019\t1.611\t0.042\t6550\t100\t0.275\t0.087\t0.804\t0.099\t0.515\t0.028\t-0.527\t0.077\t\n",
"OGLE-BLG-RRLYR-15008\t0.771\t0.050\t0.775\t0.019\t1.651\t0.042\t6108\t99\t0.123\t0.087\t0.745\t0.098\t0.621\t0.028\t-0.844\t0.077\t\n",
"OGLE-BLG-RRLYR-15011\t0.566\t0.058\t0.694\t0.021\t1.585\t0.043\t6490\t110\t0.287\t0.090\t0.82\t0.10\t0.530\t0.029\t-0.532\t0.085\t\n",
"OGLE-BLG-RRLYR-15013\t0.651\t0.052\t0.752\t0.020\t1.558\t0.042\t5990\t100\t0.271\t0.088\t0.926\t0.099\t0.655\t0.029\t-0.735\t0.081\t\n",
"OGLE-BLG-RRLYR-15014\t0.620\t0.052\t0.748\t0.019\t1.745\t0.042\t6640\t100\t-0.040\t0.088\t0.44\t0.10\t0.485\t0.028\t-0.790\t0.079\t\n",
"OGLE-BLG-RRLYR-15027\t0.602\t0.056\t0.716\t0.020\t1.637\t0.042\t6500\t100\t0.193\t0.088\t0.716\t0.099\t0.520\t0.029\t-0.609\t0.080\t\n",
"OGLE-BLG-RRLYR-15039\t0.647\t0.050\t0.727\t0.019\t1.569\t0.041\t6170\t100\t0.296\t0.087\t0.907\t0.098\t0.605\t0.028\t-0.633\t0.077\t\n",
"OGLE-BLG-RRLYR-15042\t0.641\t0.050\t0.713\t0.019\t1.605\t0.042\t6390\t100\t0.259\t0.087\t0.801\t0.099\t0.547\t0.028\t-0.586\t0.077\t\n",
"OGLE-BLG-RRLYR-15054\t0.690\t0.052\t0.757\t0.019\t1.693\t0.042\t6420\t100\t0.041\t0.087\t0.594\t0.098\t0.548\t0.028\t-0.802\t0.078\t\n",
"OGLE-BLG-RRLYR-15056\t0.611\t0.051\t0.726\t0.020\t1.649\t0.042\t6460\t100\t0.191\t0.088\t0.69\t0.10\t0.520\t0.028\t-0.622\t0.078\t\n",
"OGLE-BLG-RRLYR-15062\t0.754\t0.053\t0.806\t0.020\t1.702\t0.042\t6080\t110\t-0.023\t0.087\t0.594\t0.099\t0.623\t0.029\t-0.983\t0.081\t\n",
"OGLE-BLG-RRLYR-15068\t0.715\t0.051\t0.725\t0.019\t1.575\t0.042\t6210\t100\t0.299\t0.088\t0.896\t0.099\t0.599\t0.028\t-0.633\t0.079\t\n",
"OGLE-BLG-RRLYR-15069\t0.667\t0.050\t0.742\t0.019\t1.595\t0.042\t6176\t99\t0.258\t0.087\t0.855\t0.099\t0.600\t0.028\t-0.675\t0.077\t\n",
"OGLE-BLG-RRLYR-15075\t0.643\t0.052\t0.711\t0.019\t1.611\t0.042\t6440\t100\t0.249\t0.087\t0.795\t0.099\t0.541\t0.028\t-0.591\t0.078\t\n",
"OGLE-BLG-RRLYR-15078\t0.684\t0.050\t0.714\t0.019\t1.622\t0.042\t6468\t99\t0.231\t0.087\t0.776\t0.098\t0.539\t0.028\t-0.603\t0.077\t\n",
"OGLE-BLG-RRLYR-15079\t0.594\t0.050\t0.732\t0.019\t1.737\t0.042\t6750\t100\t-0.005\t0.087\t0.464\t0.098\t0.461\t0.028\t-0.721\t0.078\t\n",
"OGLE-BLG-RRLYR-15083\t0.587\t0.050\t0.720\t0.019\t1.694\t0.042\t6700\t99\t0.076\t0.087\t0.566\t0.098\t0.482\t0.028\t-0.670\t0.077\t\n",
"OGLE-BLG-RRLYR-15085\t0.637\t0.056\t0.755\t0.021\t1.613\t0.043\t6130\t100\t0.167\t0.091\t0.77\t0.10\t0.613\t0.029\t-0.781\t0.084\t\n",
"OGLE-BLG-RRLYR-15088\t0.603\t0.052\t0.696\t0.019\t1.691\t0.042\t6850\t100\t0.130\t0.088\t0.584\t0.099\t0.443\t0.028\t-0.552\t0.078\t\n",
"OGLE-BLG-RRLYR-15095\t0.582\t0.053\t0.678\t0.020\t1.684\t0.043\t6960\t100\t0.173\t0.088\t0.59\t0.10\t0.413\t0.029\t-0.471\t0.080\t\n",
"OGLE-BLG-RRLYR-15098\t0.622\t0.052\t0.700\t0.020\t1.593\t0.044\t6450\t100\t0.336\t0.090\t0.84\t0.10\t0.523\t0.028\t-0.488\t0.081\t\n",
"OGLE-BLG-RRLYR-15111\t0.606\t0.051\t0.704\t0.019\t1.572\t0.042\t6330\t100\t0.318\t0.087\t0.876\t0.098\t0.561\t0.028\t-0.551\t0.078\t\n",
"OGLE-BLG-RRLYR-15112\t0.551\t0.052\t0.684\t0.020\t1.621\t0.042\t6670\t100\t0.259\t0.088\t0.745\t0.099\t0.480\t0.028\t-0.486\t0.078\t\n",
"OGLE-BLG-RRLYR-15116\t0.676\t0.053\t0.759\t0.020\t1.623\t0.042\t6130\t100\t0.155\t0.088\t0.770\t0.099\t0.613\t0.029\t-0.790\t0.080\t\n",
"OGLE-BLG-RRLYR-15128\t0.607\t0.051\t0.723\t0.019\t1.587\t0.042\t6260\t100\t0.255\t0.087\t0.838\t0.098\t0.580\t0.028\t-0.643\t0.078\t\n",
"OGLE-BLG-RRLYR-15129\t0.567\t0.050\t0.721\t0.019\t1.528\t0.042\t6103\t99\t0.352\t0.088\t0.97\t0.10\t0.627\t0.028\t-0.620\t0.077\t\n",
"OGLE-BLG-RRLYR-15134\t0.656\t0.050\t0.796\t0.019\t1.758\t0.042\t6360\t100\t-0.108\t0.088\t0.42\t0.10\t0.539\t0.029\t-0.949\t0.077\t\n",
"OGLE-BLG-RRLYR-15135\t0.606\t0.065\t0.719\t0.026\t1.687\t0.046\t6650\t110\t0.130\t0.095\t0.59\t0.10\t0.479\t0.031\t-0.618\t0.095\t\n",
"OGLE-BLG-RRLYR-15136\t0.606\t0.055\t0.685\t0.021\t1.650\t0.044\t6780\t100\t0.263\t0.091\t0.71\t0.10\t0.452\t0.028\t-0.447\t0.083\t\n",
"OGLE-BLG-RRLYR-15137\t0.612\t0.051\t0.706\t0.019\t1.653\t0.042\t6630\t100\t0.203\t0.087\t0.701\t0.099\t0.489\t0.028\t-0.553\t0.078\t\n",
"OGLE-BLG-RRLYR-15141\t0.646\t0.054\t0.702\t0.020\t1.585\t0.043\t6400\t100\t0.297\t0.090\t0.86\t0.10\t0.553\t0.029\t-0.559\t0.082\t\n",
"OGLE-BLG-RRLYR-15146\t0.603\t0.058\t0.702\t0.021\t1.674\t0.042\t6750\t110\t0.147\t0.089\t0.627\t0.099\t0.469\t0.030\t-0.578\t0.086\t\n",
"OGLE-BLG-RRLYR-15147\t0.615\t0.050\t0.701\t0.019\t1.616\t0.042\t6530\t100\t0.271\t0.087\t0.793\t0.099\t0.514\t0.028\t-0.533\t0.077\t\n",
"OGLE-BLG-RRLYR-15148\t0.621\t0.059\t0.733\t0.021\t1.727\t0.043\t6700\t100\t0.017\t0.090\t0.50\t0.10\t0.476\t0.029\t-0.717\t0.083\t\n",
"OGLE-BLG-RRLYR-15155\t0.704\t0.058\t0.710\t0.021\t1.586\t0.044\t6340\t100\t0.299\t0.091\t0.87\t0.10\t0.567\t0.029\t-0.581\t0.085\t\n",
"OGLE-BLG-RRLYR-15158\t0.767\t0.050\t0.880\t0.019\t1.896\t0.042\t6240\t100\t-0.482\t0.087\t0.111\t0.098\t0.588\t0.028\t-1.394\t0.077\t\n",
"OGLE-BLG-RRLYR-15160\t0.582\t0.054\t0.704\t0.021\t1.649\t0.043\t6630\t100\t0.198\t0.089\t0.693\t0.099\t0.489\t0.028\t-0.565\t0.082\t\n",
"OGLE-BLG-RRLYR-15162\t0.685\t0.054\t0.781\t0.020\t1.806\t0.042\t6650\t100\t-0.167\t0.088\t0.335\t0.099\t0.493\t0.028\t-0.927\t0.080\t\n",
"OGLE-BLG-RRLYR-15170\t0.652\t0.059\t0.703\t0.021\t1.662\t0.045\t6690\t100\t0.182\t0.092\t0.67\t0.10\t0.481\t0.029\t-0.563\t0.084\t\n",
"OGLE-BLG-RRLYR-15184\t0.680\t0.059\t0.718\t0.021\t1.620\t0.043\t6410\t100\t0.241\t0.089\t0.77\t0.10\t0.542\t0.029\t-0.602\t0.082\t\n",
"OGLE-BLG-RRLYR-15208\t0.717\t0.055\t0.774\t0.020\t1.745\t0.044\t6470\t100\t-0.050\t0.091\t0.50\t0.10\t0.536\t0.029\t-0.881\t0.083\t\n",
"OGLE-BLG-RRLYR-15219\t0.591\t0.050\t0.754\t0.019\t1.641\t0.043\t6270\t100\t0.114\t0.089\t0.68\t0.10\t0.575\t0.028\t-0.778\t0.077\t\n",
"OGLE-BLG-RRLYR-15224\t0.647\t0.050\t0.717\t0.019\t1.604\t0.042\t6390\t100\t0.255\t0.087\t0.798\t0.099\t0.541\t0.028\t-0.580\t0.078\t\n",
"OGLE-BLG-RRLYR-15239\t0.615\t0.050\t0.768\t0.019\t1.543\t0.042\t5851\t99\t0.271\t0.088\t0.974\t0.099\t0.697\t0.028\t-0.793\t0.079\t\n",
"OGLE-BLG-RRLYR-15244\t0.631\t0.051\t0.700\t0.019\t1.620\t0.042\t6560\t100\t0.248\t0.087\t0.767\t0.099\t0.512\t0.028\t-0.547\t0.078\t\n",
"OGLE-BLG-RRLYR-15260\t0.678\t0.053\t0.790\t0.020\t1.637\t0.042\t5990\t100\t0.084\t0.088\t0.73\t0.10\t0.650\t0.029\t-0.911\t0.081\t\n",
"OGLE-BLG-RRLYR-15261\t0.584\t0.051\t0.714\t0.020\t1.573\t0.044\t6290\t100\t0.314\t0.090\t0.86\t0.10\t0.566\t0.028\t-0.574\t0.079\t\n",
"OGLE-BLG-RRLYR-15282\t0.633\t0.050\t0.728\t0.019\t1.687\t0.042\t6590\t100\t0.091\t0.087\t0.599\t0.098\t0.503\t0.028\t-0.686\t0.077\t\n",
"OGLE-BLG-RRLYR-15285\t0.709\t0.053\t0.733\t0.020\t1.603\t0.042\t6250\t100\t0.255\t0.088\t0.83\t0.10\t0.585\t0.029\t-0.650\t0.080\t\n",
"OGLE-BLG-RRLYR-15296\t0.646\t0.058\t0.785\t0.020\t1.746\t0.043\t6410\t100\t-0.093\t0.090\t0.46\t0.10\t0.550\t0.028\t-0.940\t0.083\t\n",
"OGLE-BLG-RRLYR-15298\t0.558\t0.056\t0.732\t0.020\t1.702\t0.044\t6630\t110\t0.028\t0.091\t0.52\t0.10\t0.491\t0.030\t-0.731\t0.083\t\n",
"OGLE-BLG-RRLYR-15307\t0.638\t0.059\t0.714\t0.022\t1.657\t0.044\t6590\t100\t0.206\t0.090\t0.70\t0.10\t0.496\t0.029\t-0.564\t0.084\t\n",
"OGLE-BLG-RRLYR-15309\t0.725\t0.054\t0.795\t0.020\t1.757\t0.043\t6340\t100\t-0.104\t0.090\t0.44\t0.10\t0.556\t0.029\t-0.966\t0.081\t\n",
"OGLE-BLG-RRLYR-15313\t0.742\t0.051\t0.793\t0.020\t1.672\t0.042\t6070\t100\t0.038\t0.088\t0.677\t0.099\t0.632\t0.028\t-0.939\t0.079\t\n",
"OGLE-BLG-RRLYR-15318\t0.584\t0.055\t0.682\t0.020\t1.651\t0.043\t6810\t100\t0.213\t0.090\t0.67\t0.10\t0.451\t0.028\t-0.486\t0.082\t\n",
"OGLE-BLG-RRLYR-15324\t0.687\t0.058\t0.745\t0.022\t1.648\t0.043\t6310\t110\t0.141\t0.090\t0.70\t0.10\t0.567\t0.030\t-0.737\t0.086\t\n",
"OGLE-BLG-RRLYR-15327\t0.537\t0.050\t0.735\t0.020\t1.555\t0.042\t6090\t100\t0.256\t0.088\t0.892\t0.099\t0.630\t0.029\t-0.710\t0.081\t\n",
"OGLE-BLG-RRLYR-15328\t0.691\t0.055\t0.748\t0.021\t1.651\t0.044\t6320\t100\t0.184\t0.090\t0.72\t0.10\t0.555\t0.029\t-0.685\t0.082\t\n",
"OGLE-BLG-RRLYR-15333\t0.742\t0.063\t0.748\t0.021\t1.629\t0.044\t6220\t100\t0.181\t0.092\t0.77\t0.10\t0.595\t0.029\t-0.743\t0.087\t\n",
"OGLE-BLG-RRLYR-15335\t0.662\t0.052\t0.816\t0.020\t1.743\t0.046\t6170\t100\t-0.148\t0.094\t0.46\t0.11\t0.601\t0.029\t-1.073\t0.082\t\n",
"OGLE-BLG-RRLYR-15336\t0.593\t0.057\t0.708\t0.021\t1.671\t0.044\t6680\t110\t0.155\t0.092\t0.61\t0.10\t0.470\t0.030\t-0.579\t0.084\t\n",
"OGLE-BLG-RRLYR-15337\t0.642\t0.053\t0.752\t0.020\t1.597\t0.042\t6110\t100\t0.207\t0.088\t0.821\t0.099\t0.618\t0.029\t-0.750\t0.080\t\n",
"OGLE-BLG-RRLYR-15354\t0.645\t0.051\t0.817\t0.020\t1.722\t0.042\t6070\t100\t-0.105\t0.088\t0.53\t0.10\t0.627\t0.029\t-1.068\t0.080\t\n",
"OGLE-BLG-RRLYR-15357\t0.574\t0.052\t0.787\t0.020\t1.811\t0.043\t6630\t100\t-0.227\t0.089\t0.26\t0.10\t0.491\t0.029\t-0.987\t0.083\t\n",
"OGLE-BLG-RRLYR-15362\t0.623\t0.053\t0.736\t0.020\t1.530\t0.043\t5990\t110\t0.317\t0.089\t0.99\t0.10\t0.669\t0.030\t-0.706\t0.081\t\n",
"OGLE-BLG-RRLYR-15372\t0.717\t0.056\t0.753\t0.020\t1.630\t0.043\t6190\t100\t0.174\t0.090\t0.76\t0.10\t0.595\t0.028\t-0.754\t0.082\t\n",
"OGLE-BLG-RRLYR-15393\t0.595\t0.054\t0.702\t0.020\t1.647\t0.043\t6650\t100\t0.198\t0.088\t0.69\t0.10\t0.488\t0.029\t-0.559\t0.079\t\n",
"OGLE-BLG-RRLYR-15406\t0.686\t0.060\t0.778\t0.022\t1.777\t0.044\t6560\t110\t-0.088\t0.091\t0.40\t0.10\t0.501\t0.029\t-0.866\t0.086\t\n",
"OGLE-BLG-RRLYR-15411\t0.634\t0.055\t0.699\t0.021\t1.588\t0.043\t6440\t100\t0.324\t0.090\t0.84\t0.10\t0.533\t0.028\t-0.504\t0.082\t\n",
"OGLE-BLG-RRLYR-15428\t0.643\t0.053\t0.688\t0.020\t1.594\t0.043\t6550\t100\t0.307\t0.088\t0.83\t0.10\t0.518\t0.028\t-0.495\t0.079\t\n",
"OGLE-BLG-RRLYR-15429\t0.616\t0.062\t0.717\t0.022\t1.629\t0.045\t6460\t100\t0.206\t0.093\t0.74\t0.10\t0.533\t0.029\t-0.623\t0.087\t\n",
"OGLE-BLG-RRLYR-15434\t0.574\t0.057\t0.754\t0.022\t1.780\t0.044\t6740\t110\t-0.122\t0.091\t0.35\t0.10\t0.466\t0.030\t-0.843\t0.087\t\n",
"OGLE-BLG-RRLYR-15442\t0.693\t0.057\t0.743\t0.021\t1.621\t0.044\t6230\t100\t0.192\t0.092\t0.78\t0.10\t0.590\t0.029\t-0.725\t0.086\t\n",
"OGLE-BLG-RRLYR-15461\t0.739\t0.054\t0.811\t0.020\t1.625\t0.043\t5800\t110\t0.110\t0.089\t0.81\t0.10\t0.704\t0.030\t-0.970\t0.081\t\n",
"OGLE-BLG-RRLYR-15466\t0.642\t0.060\t0.727\t0.021\t1.634\t0.044\t6420\t100\t0.172\t0.092\t0.73\t0.10\t0.549\t0.029\t-0.674\t0.086\t\n",
"OGLE-BLG-RRLYR-15490\t0.729\t0.050\t0.758\t0.019\t1.562\t0.042\t5930\t100\t0.270\t0.087\t0.946\t0.099\t0.671\t0.029\t-0.758\t0.078\t\n",
"OGLE-BLG-RRLYR-15503\t0.677\t0.058\t0.752\t0.020\t1.710\t0.045\t6510\t100\t0.021\t0.091\t0.55\t0.10\t0.523\t0.028\t-0.782\t0.082\t\n",
"OGLE-BLG-RRLYR-15513\t0.678\t0.054\t0.743\t0.020\t1.645\t0.043\t6320\t100\t0.147\t0.089\t0.71\t0.10\t0.568\t0.029\t-0.733\t0.082\t\n",
"OGLE-BLG-RRLYR-15515\t0.631\t0.052\t0.727\t0.020\t1.662\t0.045\t6520\t110\t0.178\t0.092\t0.66\t0.11\t0.497\t0.030\t-0.604\t0.079\t\n",
"OGLE-BLG-RRLYR-15522\t0.643\t0.055\t0.715\t0.021\t1.597\t0.044\t6350\t110\t0.304\t0.092\t0.83\t0.10\t0.548\t0.029\t-0.559\t0.083\t\n",
"OGLE-BLG-RRLYR-15526\t0.610\t0.054\t0.720\t0.020\t1.680\t0.043\t6640\t110\t0.106\t0.089\t0.61\t0.10\t0.494\t0.029\t-0.658\t0.082\t\n",
"OGLE-BLG-RRLYR-15530\t0.594\t0.058\t0.699\t0.021\t1.594\t0.044\t6470\t110\t0.283\t0.090\t0.82\t0.10\t0.532\t0.029\t-0.545\t0.084\t\n",
"OGLE-BLG-RRLYR-15547\t0.524\t0.057\t0.674\t0.021\t1.644\t0.043\t6850\t100\t0.221\t0.090\t0.67\t0.10\t0.445\t0.029\t-0.466\t0.083\t\n",
"OGLE-BLG-RRLYR-15559\t0.541\t0.050\t0.668\t0.019\t1.575\t0.042\t6640\t100\t0.343\t0.087\t0.851\t0.099\t0.494\t0.028\t-0.423\t0.077\t\n",
"OGLE-BLG-RRLYR-15563\t0.586\t0.053\t0.692\t0.020\t1.598\t0.042\t6540\t110\t0.275\t0.088\t0.802\t0.099\t0.517\t0.029\t-0.529\t0.081\t\n",
"OGLE-BLG-RRLYR-15576\t0.623\t0.060\t0.770\t0.023\t1.734\t0.044\t6450\t110\t-0.058\t0.093\t0.47\t0.10\t0.529\t0.030\t-0.879\t0.092\t\n",
"OGLE-BLG-RRLYR-15578\t0.662\t0.056\t0.768\t0.020\t1.756\t0.043\t6560\t100\t-0.085\t0.089\t0.42\t0.10\t0.508\t0.029\t-0.872\t0.081\t\n",
"OGLE-BLG-RRLYR-15583\t0.640\t0.050\t0.737\t0.020\t1.675\t0.042\t6490\t100\t0.082\t0.087\t0.617\t0.098\t0.532\t0.029\t-0.746\t0.081\t\n",
"OGLE-BLG-RRLYR-15590\t0.672\t0.055\t0.778\t0.021\t1.634\t0.042\t6060\t110\t0.100\t0.089\t0.73\t0.10\t0.631\t0.031\t-0.872\t0.083\t\n",
"OGLE-BLG-RRLYR-15615\t0.604\t0.052\t0.700\t0.020\t1.605\t0.042\t6510\t100\t0.288\t0.088\t0.81\t0.10\t0.525\t0.029\t-0.524\t0.080\t\n",
"OGLE-BLG-RRLYR-15619\t0.660\t0.054\t0.728\t0.020\t1.569\t0.042\t6170\t110\t0.292\t0.087\t0.905\t0.099\t0.610\t0.030\t-0.639\t0.081\t\n",
"OGLE-BLG-RRLYR-15642\t0.662\t0.059\t0.759\t0.021\t1.675\t0.044\t6320\t100\t0.069\t0.091\t0.63\t0.10\t0.566\t0.029\t-0.806\t0.085\t\n",
"OGLE-BLG-RRLYR-15643\t0.646\t0.053\t0.743\t0.020\t1.606\t0.042\t6200\t100\t0.208\t0.088\t0.801\t0.099\t0.596\t0.029\t-0.707\t0.080\t\n",
"OGLE-BLG-RRLYR-15662\t0.633\t0.057\t0.746\t0.020\t1.702\t0.044\t6530\t100\t0.037\t0.091\t0.56\t0.10\t0.520\t0.029\t-0.766\t0.082\t\n",
"OGLE-BLG-RRLYR-15675\t0.705\t0.056\t0.784\t0.020\t1.721\t0.043\t6320\t100\t-0.035\t0.089\t0.53\t0.10\t0.569\t0.028\t-0.914\t0.081\t\n",
"OGLE-BLG-RRLYR-15679\t0.624\t0.057\t0.736\t0.022\t1.643\t0.044\t6370\t110\t0.159\t0.092\t0.70\t0.10\t0.551\t0.030\t-0.699\t0.086\t\n",
"OGLE-BLG-RRLYR-15681\t0.698\t0.058\t0.815\t0.023\t1.785\t0.045\t6310\t110\t-0.176\t0.095\t0.38\t0.10\t0.561\t0.030\t-1.045\t0.092\t\n",
"OGLE-BLG-RRLYR-15683\t0.687\t0.055\t0.851\t0.022\t1.864\t0.043\t6320\t110\t-0.370\t0.090\t0.17\t0.10\t0.553\t0.030\t-1.227\t0.086\t\n",
"OGLE-BLG-RRLYR-15690\t0.588\t0.052\t0.682\t0.020\t1.533\t0.042\t6360\t100\t0.413\t0.088\t0.978\t0.099\t0.560\t0.029\t-0.460\t0.080\t\n",
"OGLE-BLG-RRLYR-15691\t0.697\t0.060\t0.750\t0.022\t1.754\t0.044\t6660\t110\t-0.018\t0.091\t0.46\t0.10\t0.481\t0.030\t-0.769\t0.087\t\n",
"OGLE-BLG-RRLYR-15694\t0.702\t0.053\t0.739\t0.020\t1.612\t0.042\t6220\t100\t0.231\t0.088\t0.815\t0.099\t0.587\t0.029\t-0.682\t0.080\t\n",
"OGLE-BLG-RRLYR-15704\t0.633\t0.051\t0.731\t0.020\t1.644\t0.043\t6410\t100\t0.193\t0.089\t0.71\t0.10\t0.533\t0.029\t-0.646\t0.079\t\n",
"OGLE-BLG-RRLYR-15705\t0.646\t0.055\t0.728\t0.020\t1.677\t0.043\t6560\t100\t0.147\t0.089\t0.63\t0.10\t0.501\t0.029\t-0.631\t0.082\t\n",
"OGLE-BLG-RRLYR-15716\t0.659\t0.054\t0.746\t0.022\t1.667\t0.044\t6390\t100\t0.143\t0.091\t0.66\t0.10\t0.541\t0.028\t-0.703\t0.083\t\n",
"OGLE-BLG-RRLYR-15724\t0.679\t0.052\t0.731\t0.020\t1.608\t0.042\t6260\t100\t0.224\t0.087\t0.809\t0.098\t0.582\t0.029\t-0.677\t0.079\t\n",
"OGLE-BLG-RRLYR-15725\t0.722\t0.055\t0.747\t0.021\t1.672\t0.045\t6380\t100\t0.125\t0.093\t0.64\t0.11\t0.541\t0.029\t-0.718\t0.084\t\n",
"OGLE-BLG-RRLYR-15745\t0.705\t0.052\t0.764\t0.020\t1.655\t0.042\t6220\t100\t0.112\t0.088\t0.69\t0.10\t0.588\t0.028\t-0.798\t0.079\t\n",
"OGLE-BLG-RRLYR-15748\t0.674\t0.055\t0.741\t0.020\t1.674\t0.043\t6460\t100\t0.099\t0.089\t0.64\t0.10\t0.538\t0.028\t-0.731\t0.081\t\n",
"OGLE-BLG-RRLYR-15757\t0.663\t0.054\t0.765\t0.022\t1.742\t0.044\t6520\t100\t0.007\t0.092\t0.50\t0.10\t0.506\t0.029\t-0.785\t0.085\t\n",
"OGLE-BLG-RRLYR-15784\t0.600\t0.053\t0.742\t0.020\t1.587\t0.042\t6150\t100\t0.219\t0.088\t0.833\t0.098\t0.613\t0.029\t-0.721\t0.081\t\n",
"OGLE-BLG-RRLYR-15805\t0.564\t0.054\t0.714\t0.020\t1.712\t0.042\t6790\t100\t0.051\t0.089\t0.509\t0.099\t0.452\t0.029\t-0.655\t0.083\t\n",
"OGLE-BLG-RRLYR-15806\t0.545\t0.058\t0.717\t0.021\t1.740\t0.043\t6890\t110\t0.023\t0.090\t0.47\t0.10\t0.436\t0.029\t-0.650\t0.085\t\n",
"OGLE-BLG-RRLYR-15807\t0.599\t0.052\t0.702\t0.019\t1.645\t0.042\t6640\t100\t0.188\t0.088\t0.692\t0.099\t0.493\t0.029\t-0.575\t0.079\t\n",
"OGLE-BLG-RRLYR-15810\t0.637\t0.053\t0.714\t0.020\t1.562\t0.042\t6230\t100\t0.324\t0.088\t0.926\t0.099\t0.591\t0.029\t-0.592\t0.079\t\n",
"OGLE-BLG-RRLYR-15821\t0.631\t0.056\t0.698\t0.021\t1.681\t0.042\t6780\t110\t0.144\t0.089\t0.606\t0.099\t0.455\t0.031\t-0.561\t0.084\t\n",
"OGLE-BLG-RRLYR-15822\t0.563\t0.055\t0.699\t0.021\t1.558\t0.043\t6330\t100\t0.329\t0.089\t0.89\t0.10\t0.564\t0.029\t-0.542\t0.082\t\n",
"OGLE-BLG-RRLYR-15827\t0.678\t0.053\t0.723\t0.020\t1.682\t0.042\t6600\t100\t0.130\t0.088\t0.628\t0.099\t0.498\t0.029\t-0.644\t0.079\t\n",
"OGLE-BLG-RRLYR-15828\t0.626\t0.052\t0.794\t0.020\t1.737\t0.042\t6290\t100\t-0.100\t0.088\t0.458\t0.099\t0.565\t0.029\t-0.973\t0.081\t\n",
"OGLE-BLG-RRLYR-15834\t0.638\t0.063\t0.711\t0.023\t1.629\t0.045\t6490\t110\t0.239\t0.091\t0.75\t0.10\t0.520\t0.030\t-0.569\t0.087\t\n",
"OGLE-BLG-RRLYR-15837\t0.665\t0.061\t0.705\t0.021\t1.636\t0.045\t6570\t100\t0.223\t0.094\t0.73\t0.10\t0.511\t0.029\t-0.569\t0.087\t\n",
"OGLE-BLG-RRLYR-15841\t0.672\t0.054\t0.775\t0.020\t1.615\t0.042\t6010\t100\t0.139\t0.088\t0.790\t0.099\t0.647\t0.029\t-0.848\t0.081\t\n",
"OGLE-BLG-RRLYR-15847\t0.690\t0.056\t0.777\t0.020\t1.752\t0.044\t6480\t100\t-0.072\t0.090\t0.46\t0.10\t0.531\t0.029\t-0.891\t0.081\t\n",
"OGLE-BLG-RRLYR-15849\t0.665\t0.056\t0.736\t0.021\t1.616\t0.043\t6270\t100\t0.206\t0.090\t0.77\t0.10\t0.575\t0.029\t-0.684\t0.082\t\n",
"OGLE-BLG-RRLYR-15851\t0.646\t0.053\t0.730\t0.020\t1.689\t0.042\t6600\t100\t0.090\t0.088\t0.606\t0.099\t0.503\t0.029\t-0.692\t0.081\t\n",
"OGLE-BLG-RRLYR-15859\t0.702\t0.054\t0.829\t0.020\t1.712\t0.042\t5960\t110\t-0.054\t0.088\t0.60\t0.10\t0.652\t0.030\t-1.061\t0.081\t\n",
"OGLE-BLG-RRLYR-15867\t0.562\t0.055\t0.682\t0.020\t1.614\t0.044\t6690\t110\t0.278\t0.089\t0.76\t0.10\t0.482\t0.030\t-0.466\t0.081\t\n",
"OGLE-BLG-RRLYR-15887\t0.605\t0.052\t0.728\t0.020\t1.635\t0.043\t6390\t100\t0.191\t0.089\t0.73\t0.10\t0.539\t0.029\t-0.648\t0.080\t\n",
"OGLE-BLG-RRLYR-15891\t0.647\t0.055\t0.712\t0.021\t1.640\t0.043\t6550\t110\t0.250\t0.090\t0.75\t0.10\t0.507\t0.029\t-0.538\t0.082\t\n",
"OGLE-BLG-RRLYR-15892\t0.611\t0.055\t0.698\t0.020\t1.628\t0.043\t6590\t100\t0.262\t0.088\t0.756\t0.099\t0.498\t0.028\t-0.513\t0.080\t\n",
"OGLE-BLG-RRLYR-15917\t0.614\t0.055\t0.741\t0.020\t1.679\t0.043\t6470\t100\t0.071\t0.089\t0.60\t0.10\t0.530\t0.028\t-0.752\t0.081\t\n",
"OGLE-BLG-RRLYR-15923\t0.629\t0.055\t0.739\t0.020\t1.623\t0.042\t6280\t100\t0.188\t0.088\t0.751\t0.099\t0.571\t0.029\t-0.693\t0.081\t\n",
"OGLE-BLG-RRLYR-15934\t0.565\t0.054\t0.678\t0.020\t1.603\t0.043\t6670\t100\t0.305\t0.089\t0.80\t0.10\t0.484\t0.029\t-0.444\t0.082\t\n",
"OGLE-BLG-RRLYR-15935\t0.668\t0.054\t0.753\t0.020\t1.727\t0.043\t6530\t110\t-0.001\t0.089\t0.52\t0.10\t0.514\t0.030\t-0.812\t0.081\t\n",
"OGLE-BLG-RRLYR-15944\t0.699\t0.061\t0.726\t0.022\t1.680\t0.045\t6580\t110\t0.190\t0.093\t0.66\t0.10\t0.478\t0.030\t-0.566\t0.087\t\n",
"OGLE-BLG-RRLYR-15948\t0.530\t0.063\t0.723\t0.023\t1.749\t0.046\t6860\t100\t-0.024\t0.095\t0.43\t0.11\t0.440\t0.029\t-0.702\t0.091\t\n",
"OGLE-BLG-RRLYR-15960\t0.548\t0.051\t0.679\t0.019\t1.664\t0.042\t6850\t100\t0.148\t0.087\t0.59\t0.10\t0.428\t0.029\t-0.525\t0.077\t\n",
"OGLE-BLG-RRLYR-15962\t0.578\t0.051\t0.761\t0.020\t1.631\t0.042\t6160\t100\t0.119\t0.089\t0.73\t0.10\t0.608\t0.029\t-0.816\t0.080\t\n",
"OGLE-BLG-RRLYR-16000\t0.628\t0.053\t0.710\t0.020\t1.571\t0.042\t6280\t100\t0.306\t0.087\t0.894\t0.098\t0.577\t0.029\t-0.585\t0.079\t\n",
"OGLE-BLG-RRLYR-16009\t0.692\t0.053\t0.739\t0.020\t1.604\t0.042\t6190\t100\t0.222\t0.089\t0.82\t0.10\t0.599\t0.029\t-0.708\t0.081\t\n",
"OGLE-BLG-RRLYR-16014\t0.555\t0.050\t0.718\t0.019\t1.720\t0.042\t6790\t100\t0.035\t0.087\t0.492\t0.099\t0.450\t0.029\t-0.664\t0.078\t\n",
"OGLE-BLG-RRLYR-16056\t0.556\t0.055\t0.686\t0.020\t1.631\t0.043\t6680\t100\t0.221\t0.089\t0.71\t0.10\t0.480\t0.029\t-0.528\t0.082\t\n",
"OGLE-BLG-RRLYR-16067\t0.566\t0.050\t0.681\t0.020\t1.624\t0.042\t6720\t110\t0.260\t0.087\t0.74\t0.10\t0.471\t0.032\t-0.474\t0.079\t\n",
"OGLE-BLG-RRLYR-16082\t0.779\t0.055\t0.826\t0.021\t1.741\t0.044\t6050\t100\t-0.127\t0.093\t0.50\t0.10\t0.627\t0.028\t-1.106\t0.086\t\n",
"OGLE-BLG-RRLYR-16113\t0.607\t0.054\t0.718\t0.022\t1.627\t0.044\t6450\t110\t0.240\t0.091\t0.74\t0.10\t0.524\t0.030\t-0.586\t0.084\t\n",
"OGLE-BLG-RRLYR-16116\t0.677\t0.050\t0.844\t0.019\t1.813\t0.042\t6200\t100\t-0.283\t0.088\t0.293\t0.099\t0.584\t0.028\t-1.193\t0.078\t\n",
"OGLE-BLG-RRLYR-16124\t0.608\t0.062\t0.719\t0.022\t1.621\t0.045\t6420\t110\t0.208\t0.094\t0.75\t0.10\t0.544\t0.029\t-0.638\t0.089\t\n",
"OGLE-BLG-RRLYR-16127\t0.651\t0.052\t0.762\t0.020\t1.756\t0.042\t6590\t100\t-0.068\t0.088\t0.448\t0.099\t0.503\t0.029\t-0.847\t0.080\t\n",
"OGLE-BLG-RRLYR-16130\t0.616\t0.054\t0.710\t0.020\t1.580\t0.042\t6350\t100\t0.314\t0.089\t0.86\t0.10\t0.559\t0.029\t-0.546\t0.082\t\n",
"OGLE-BLG-RRLYR-16138\t0.560\t0.052\t0.713\t0.021\t1.681\t0.042\t6670\t110\t0.096\t0.088\t0.573\t0.099\t0.481\t0.032\t-0.652\t0.086\t\n",
"OGLE-BLG-RRLYR-16141\t0.564\t0.053\t0.754\t0.020\t1.766\t0.042\t6700\t110\t-0.096\t0.088\t0.38\t0.10\t0.475\t0.029\t-0.828\t0.081\t\n",
"OGLE-BLG-RRLYR-16150\t0.637\t0.056\t0.713\t0.020\t1.657\t0.043\t6590\t100\t0.198\t0.089\t0.70\t0.10\t0.498\t0.029\t-0.574\t0.081\t\n",
"OGLE-BLG-RRLYR-16156\t0.691\t0.056\t0.813\t0.021\t1.759\t0.043\t6230\t100\t-0.163\t0.090\t0.44\t0.10\t0.592\t0.029\t-1.074\t0.084\t\n",
"OGLE-BLG-RRLYR-16195\t0.624\t0.055\t0.715\t0.021\t1.633\t0.043\t6490\t100\t0.241\t0.089\t0.74\t0.10\t0.515\t0.028\t-0.569\t0.081\t\n",
"OGLE-BLG-RRLYR-16203\t0.687\t0.053\t0.712\t0.019\t1.607\t0.042\t6420\t100\t0.256\t0.088\t0.814\t0.099\t0.550\t0.028\t-0.594\t0.079\t\n",
"OGLE-BLG-RRLYR-16210\t0.630\t0.058\t0.765\t0.022\t1.625\t0.042\t6120\t110\t0.131\t0.089\t0.75\t0.10\t0.617\t0.032\t-0.821\t0.086\t\n",
"OGLE-BLG-RRLYR-16241\t0.574\t0.056\t0.688\t0.020\t1.620\t0.043\t6640\t100\t0.256\t0.089\t0.74\t0.10\t0.489\t0.029\t-0.504\t0.082\t\n",
"OGLE-BLG-RRLYR-16281\t0.639\t0.055\t0.718\t0.020\t1.641\t0.043\t6490\t100\t0.186\t0.090\t0.71\t0.10\t0.524\t0.029\t-0.629\t0.081\t\n",
"OGLE-BLG-RRLYR-16837\t0.586\t0.055\t0.698\t0.020\t1.558\t0.042\t6360\t100\t0.335\t0.088\t0.909\t0.099\t0.566\t0.029\t-0.539\t0.079\t\n",
"OGLE-BLG-RRLYR-16853\t0.617\t0.058\t0.702\t0.021\t1.628\t0.043\t6560\t100\t0.240\t0.090\t0.74\t0.10\t0.507\t0.029\t-0.543\t0.083\t\n",
"OGLE-BLG-RRLYR-16863\t0.616\t0.053\t0.740\t0.021\t1.670\t0.046\t6430\t110\t0.116\t0.093\t0.63\t0.11\t0.526\t0.032\t-0.712\t0.080\t\n",
"OGLE-BLG-RRLYR-16908\t0.692\t0.054\t0.782\t0.020\t1.780\t0.042\t6550\t100\t-0.128\t0.088\t0.401\t0.099\t0.517\t0.029\t-0.923\t0.081\t\n",
"OGLE-BLG-RRLYR-16930\t0.673\t0.056\t0.788\t0.021\t1.637\t0.042\t6020\t110\t0.101\t0.089\t0.74\t0.10\t0.643\t0.030\t-0.887\t0.083\t\n",
"OGLE-BLG-RRLYR-16958\t0.684\t0.052\t0.746\t0.020\t1.567\t0.042\t6040\t100\t0.279\t0.087\t0.928\t0.098\t0.643\t0.029\t-0.710\t0.078\t\n",
"OGLE-BLG-RRLYR-16976\t0.676\t0.053\t0.765\t0.020\t1.752\t0.042\t6550\t100\t-0.058\t0.088\t0.464\t0.098\t0.511\t0.029\t-0.853\t0.081\t\n",
"OGLE-BLG-RRLYR-16987\t0.549\t0.055\t0.673\t0.020\t1.575\t0.043\t6590\t100\t0.332\t0.088\t0.85\t0.10\t0.505\t0.028\t-0.444\t0.080\t\n",
"OGLE-BLG-RRLYR-16991\t0.607\t0.057\t0.705\t0.021\t1.619\t0.044\t6510\t100\t0.236\t0.091\t0.76\t0.10\t0.522\t0.029\t-0.577\t0.084\t\n",
"OGLE-BLG-RRLYR-17009\t0.725\t0.052\t0.803\t0.020\t1.743\t0.043\t6240\t100\t-0.102\t0.089\t0.49\t0.10\t0.586\t0.028\t-1.003\t0.081\t\n",
"OGLE-BLG-RRLYR-17029\t0.578\t0.057\t0.692\t0.021\t1.610\t0.043\t6580\t100\t0.264\t0.089\t0.77\t0.10\t0.505\t0.029\t-0.517\t0.082\t\n",
"OGLE-BLG-RRLYR-17045\t0.566\t0.051\t0.746\t0.020\t1.666\t0.042\t6390\t100\t0.060\t0.088\t0.62\t0.10\t0.551\t0.029\t-0.784\t0.080\t\n",
"OGLE-BLG-RRLYR-17049\t0.656\t0.059\t0.712\t0.021\t1.651\t0.044\t6570\t100\t0.193\t0.090\t0.68\t0.10\t0.503\t0.029\t-0.590\t0.083\t\n",
"OGLE-BLG-RRLYR-17055\t0.651\t0.059\t0.784\t0.022\t1.726\t0.046\t6330\t110\t-0.059\t0.096\t0.50\t0.11\t0.561\t0.030\t-0.922\t0.091\t\n",
"OGLE-BLG-RRLYR-17066\t0.710\t0.055\t0.732\t0.020\t1.592\t0.043\t6190\t100\t0.250\t0.091\t0.85\t0.10\t0.601\t0.028\t-0.680\t0.083\t\n",
"OGLE-BLG-RRLYR-17104\t0.673\t0.061\t0.727\t0.022\t1.603\t0.044\t6280\t110\t0.241\t0.092\t0.82\t0.10\t0.578\t0.030\t-0.656\t0.088\t\n",
"OGLE-BLG-RRLYR-17108\t0.726\t0.053\t0.751\t0.020\t1.716\t0.043\t6530\t100\t0.069\t0.089\t0.58\t0.10\t0.512\t0.028\t-0.721\t0.081\t\n",
"OGLE-BLG-RRLYR-17132\t0.589\t0.060\t0.701\t0.022\t1.711\t0.045\t6880\t110\t0.081\t0.093\t0.51\t0.10\t0.433\t0.030\t-0.591\t0.087\t\n",
"OGLE-BLG-RRLYR-17134\t0.679\t0.057\t0.761\t0.021\t1.676\t0.044\t6300\t100\t0.064\t0.092\t0.64\t0.10\t0.572\t0.029\t-0.817\t0.086\t\n",
"OGLE-BLG-RRLYR-17171\t0.658\t0.059\t0.729\t0.021\t1.640\t0.044\t6410\t100\t0.190\t0.091\t0.74\t0.10\t0.545\t0.029\t-0.659\t0.084\t\n",
"OGLE-BLG-RRLYR-17186\t0.720\t0.054\t0.747\t0.021\t1.598\t0.042\t6140\t110\t0.230\t0.087\t0.840\t0.099\t0.615\t0.030\t-0.712\t0.080\t\n",
"OGLE-BLG-RRLYR-17213\t0.605\t0.055\t0.755\t0.021\t1.700\t0.043\t6430\t100\t0.002\t0.090\t0.54\t0.10\t0.539\t0.029\t-0.827\t0.084\t\n",
"OGLE-BLG-RRLYR-17228\t0.717\t0.066\t0.745\t0.023\t1.755\t0.047\t6690\t100\t-0.014\t0.096\t0.45\t0.11\t0.472\t0.029\t-0.748\t0.090\t\n",
"OGLE-BLG-RRLYR-17244\t0.534\t0.061\t0.667\t0.022\t1.607\t0.045\t6770\t110\t0.292\t0.091\t0.76\t0.10\t0.463\t0.031\t-0.422\t0.085\t\n",
"OGLE-BLG-RRLYR-17247\t0.707\t0.057\t0.795\t0.021\t1.719\t0.044\t6230\t100\t-0.044\t0.092\t0.54\t0.10\t0.589\t0.028\t-0.956\t0.085\t\n",
"OGLE-BLG-RRLYR-17287\t0.620\t0.058\t0.701\t0.022\t1.622\t0.044\t6540\t110\t0.274\t0.093\t0.76\t0.10\t0.503\t0.029\t-0.517\t0.087\t\n",
"OGLE-BLG-RRLYR-17325\t0.556\t0.057\t0.671\t0.020\t1.628\t0.044\t6810\t100\t0.259\t0.090\t0.72\t0.10\t0.454\t0.028\t-0.444\t0.082\t\n",
"OGLE-BLG-RRLYR-17331\t0.635\t0.060\t0.719\t0.022\t1.633\t0.045\t6450\t110\t0.188\t0.093\t0.73\t0.10\t0.537\t0.030\t-0.651\t0.089\t\n",
"OGLE-BLG-RRLYR-17343\t0.626\t0.054\t0.717\t0.020\t1.597\t0.043\t6340\t100\t0.264\t0.089\t0.81\t0.10\t0.559\t0.029\t-0.605\t0.081\t\n",
"OGLE-BLG-RRLYR-17392\t0.674\t0.052\t0.731\t0.020\t1.598\t0.043\t6240\t100\t0.240\t0.090\t0.81\t0.10\t0.584\t0.029\t-0.669\t0.080\t\n",
"OGLE-BLG-RRLYR-17456\t0.605\t0.054\t0.753\t0.021\t1.714\t0.042\t6510\t110\t-0.008\t0.089\t0.522\t0.099\t0.521\t0.029\t-0.818\t0.084\t\n",
"OGLE-BLG-RRLYR-17473\t0.679\t0.051\t0.740\t0.020\t1.603\t0.042\t6200\t100\t0.224\t0.088\t0.80\t0.10\t0.592\t0.029\t-0.694\t0.079\t\n",
"OGLE-BLG-RRLYR-17543\t0.634\t0.062\t0.706\t0.022\t1.719\t0.045\t6850\t100\t0.067\t0.092\t0.52\t0.10\t0.439\t0.029\t-0.615\t0.087\t\n",
"OGLE-BLG-RRLYR-17552\t0.716\t0.056\t0.731\t0.021\t1.596\t0.045\t6220\t100\t0.249\t0.094\t0.84\t0.10\t0.596\t0.029\t-0.674\t0.086\t\n",
"OGLE-BLG-RRLYR-17565\t0.639\t0.060\t0.720\t0.021\t1.637\t0.044\t6470\t110\t0.181\t0.090\t0.72\t0.10\t0.533\t0.029\t-0.641\t0.083\t\n",
"OGLE-BLG-RRLYR-17592\t0.640\t0.059\t0.733\t0.021\t1.621\t0.043\t6290\t110\t0.184\t0.089\t0.77\t0.10\t0.576\t0.030\t-0.699\t0.085\t\n",
"OGLE-BLG-RRLYR-17622\t0.575\t0.057\t0.708\t0.020\t1.576\t0.043\t6330\t100\t0.270\t0.089\t0.86\t0.10\t0.568\t0.029\t-0.598\t0.081\t\n",
"OGLE-BLG-RRLYR-17624\t0.638\t0.055\t0.704\t0.021\t1.616\t0.042\t6500\t100\t0.283\t0.089\t0.788\t0.099\t0.516\t0.029\t-0.526\t0.082\t\n",
"OGLE-BLG-RRLYR-17628\t0.625\t0.056\t0.745\t0.020\t1.699\t0.043\t6520\t110\t0.036\t0.089\t0.56\t0.10\t0.520\t0.030\t-0.763\t0.081\t\n",
"OGLE-BLG-RRLYR-17685\t0.654\t0.053\t0.751\t0.021\t1.559\t0.043\t5990\t100\t0.271\t0.089\t0.92\t0.10\t0.652\t0.029\t-0.740\t0.080\t\n",
"OGLE-BLG-RRLYR-17725\t0.596\t0.056\t0.732\t0.021\t1.738\t0.043\t6770\t110\t0.002\t0.090\t0.47\t0.10\t0.463\t0.029\t-0.714\t0.083\t\n",
"OGLE-BLG-RRLYR-17847\t0.648\t0.054\t0.760\t0.020\t1.727\t0.043\t6520\t100\t-0.022\t0.089\t0.50\t0.10\t0.521\t0.028\t-0.828\t0.080\t\n",
"OGLE-BLG-RRLYR-17851\t0.627\t0.054\t0.692\t0.020\t1.653\t0.042\t6740\t100\t0.202\t0.089\t0.68\t0.10\t0.470\t0.029\t-0.526\t0.081\t\n",
"OGLE-BLG-RRLYR-17853\t0.655\t0.053\t0.767\t0.020\t1.702\t0.042\t6360\t100\t0.002\t0.089\t0.565\t0.099\t0.558\t0.029\t-0.857\t0.081\t\n",
"OGLE-BLG-RRLYR-17860\t0.649\t0.056\t0.734\t0.021\t1.583\t0.042\t6190\t110\t0.257\t0.088\t0.852\t0.099\t0.601\t0.030\t-0.665\t0.082\t\n",
"OGLE-BLG-RRLYR-17876\t0.617\t0.058\t0.694\t0.022\t1.582\t0.043\t6450\t110\t0.315\t0.091\t0.86\t0.10\t0.536\t0.030\t-0.521\t0.087\t\n",
"OGLE-BLG-RRLYR-17948\t0.670\t0.056\t0.741\t0.020\t1.630\t0.043\t6280\t100\t0.151\t0.089\t0.74\t0.10\t0.580\t0.029\t-0.740\t0.082\t\n",
"OGLE-BLG-RRLYR-17951\t0.583\t0.055\t0.701\t0.021\t1.564\t0.043\t6330\t100\t0.346\t0.090\t0.90\t0.10\t0.560\t0.029\t-0.532\t0.083\t\n",
"OGLE-BLG-RRLYR-17975\t0.691\t0.054\t0.802\t0.021\t1.780\t0.043\t6370\t100\t-0.156\t0.090\t0.38\t0.10\t0.544\t0.028\t-0.998\t0.083\t\n",
"OGLE-BLG-RRLYR-17979\t0.698\t0.060\t0.767\t0.022\t1.780\t0.045\t6640\t110\t-0.096\t0.092\t0.37\t0.10\t0.484\t0.029\t-0.844\t0.086\t\n",
"OGLE-BLG-RRLYR-17987\t0.743\t0.053\t0.773\t0.020\t1.677\t0.043\t6230\t100\t0.083\t0.089\t0.66\t0.10\t0.583\t0.028\t-0.825\t0.080\t\n",
"OGLE-BLG-RRLYR-17992\t0.658\t0.054\t0.741\t0.021\t1.624\t0.044\t6260\t100\t0.163\t0.093\t0.74\t0.10\t0.577\t0.029\t-0.743\t0.084\t\n",
"OGLE-BLG-RRLYR-18000\t0.639\t0.065\t0.689\t0.022\t1.648\t0.045\t6740\t110\t0.225\t0.093\t0.69\t0.10\t0.467\t0.030\t-0.502\t0.088\t\n",
"OGLE-BLG-RRLYR-18015\t0.592\t0.056\t0.753\t0.021\t1.781\t0.043\t6760\t110\t-0.109\t0.090\t0.35\t0.10\t0.463\t0.029\t-0.824\t0.084\t\n",
"OGLE-BLG-RRLYR-18016\t0.668\t0.057\t0.795\t0.022\t1.772\t0.043\t6400\t110\t-0.150\t0.091\t0.40\t0.10\t0.547\t0.030\t-0.991\t0.088\t\n",
"OGLE-BLG-RRLYR-18027\t0.639\t0.060\t0.773\t0.022\t1.783\t0.045\t6590\t110\t-0.135\t0.094\t0.37\t0.10\t0.499\t0.029\t-0.906\t0.089\t\n",
"OGLE-BLG-RRLYR-18033\t0.631\t0.054\t0.739\t0.021\t1.596\t0.043\t6190\t100\t0.224\t0.090\t0.82\t0.10\t0.601\t0.029\t-0.713\t0.084\t\n",
"OGLE-BLG-RRLYR-18106\t0.700\t0.051\t0.747\t0.019\t1.564\t0.042\t6000\t100\t0.277\t0.087\t0.928\t0.099\t0.648\t0.029\t-0.720\t0.078\t\n",
"OGLE-BLG-RRLYR-18128\t0.674\t0.050\t0.724\t0.019\t1.539\t0.042\t6080\t100\t0.327\t0.087\t0.968\t0.098\t0.636\t0.029\t-0.645\t0.078\t\n",
"OGLE-BLG-RRLYR-18173\t0.586\t0.055\t0.732\t0.021\t1.654\t0.043\t6450\t110\t0.112\t0.090\t0.65\t0.10\t0.538\t0.031\t-0.728\t0.087\t\n",
"OGLE-BLG-RRLYR-18186\t0.603\t0.063\t0.718\t0.022\t1.604\t0.044\t6370\t110\t0.239\t0.093\t0.80\t0.10\t0.558\t0.029\t-0.627\t0.089\t\n",
"OGLE-BLG-RRLYR-18210\t0.720\t0.059\t0.780\t0.021\t1.789\t0.044\t6590\t100\t-0.138\t0.090\t0.36\t0.10\t0.505\t0.029\t-0.918\t0.083\t\n",
"OGLE-BLG-RRLYR-18278\t0.718\t0.056\t0.732\t0.020\t1.612\t0.043\t6260\t100\t0.228\t0.089\t0.81\t0.10\t0.583\t0.028\t-0.676\t0.082\t\n",
"OGLE-BLG-RRLYR-18312\t0.742\t0.057\t0.745\t0.020\t1.679\t0.043\t6440\t100\t0.104\t0.090\t0.65\t0.10\t0.544\t0.029\t-0.738\t0.082\t\n",
"OGLE-BLG-RRLYR-18382\t0.555\t0.053\t0.701\t0.020\t1.550\t0.043\t6290\t100\t0.353\t0.089\t0.91\t0.10\t0.570\t0.028\t-0.548\t0.080\t\n",
"OGLE-BLG-RRLYR-18425\t0.672\t0.055\t0.787\t0.021\t1.720\t0.045\t6290\t100\t-0.066\t0.092\t0.49\t0.10\t0.568\t0.028\t-0.939\t0.083\t\n",
"OGLE-BLG-RRLYR-18438\t0.524\t0.057\t0.670\t0.021\t1.598\t0.043\t6700\t100\t0.294\t0.089\t0.79\t0.10\t0.478\t0.029\t-0.450\t0.081\t\n",
"OGLE-BLG-RRLYR-18480\t0.657\t0.055\t0.726\t0.020\t1.589\t0.043\t6230\t100\t0.256\t0.090\t0.85\t0.10\t0.590\t0.028\t-0.657\t0.082\t\n",
"OGLE-BLG-RRLYR-18496\t0.631\t0.054\t0.777\t0.022\t1.706\t0.043\t6320\t110\t-0.065\t0.092\t0.49\t0.10\t0.568\t0.030\t-0.966\t0.090\t\n",
"OGLE-BLG-RRLYR-18535\t0.740\t0.052\t0.889\t0.020\t1.894\t0.047\t6140\t110\t-0.480\t0.098\t0.10\t0.11\t0.593\t0.031\t-1.403\t0.084\t\n",
"OGLE-BLG-RRLYR-18548\t0.736\t0.053\t0.761\t0.021\t1.711\t0.043\t6430\t100\t0.077\t0.089\t0.58\t0.10\t0.525\t0.028\t-0.747\t0.081\t\n",
"OGLE-BLG-RRLYR-18587\t0.690\t0.054\t0.779\t0.020\t1.657\t0.042\t6120\t100\t0.061\t0.088\t0.667\t0.099\t0.614\t0.029\t-0.885\t0.081\t\n",
"OGLE-BLG-RRLYR-18590\t0.667\t0.052\t0.708\t0.020\t1.616\t0.042\t6480\t110\t0.226\t0.089\t0.75\t0.10\t0.526\t0.029\t-0.584\t0.080\t\n",
"OGLE-BLG-RRLYR-18608\t0.718\t0.052\t0.785\t0.020\t1.666\t0.043\t6090\t100\t0.043\t0.089\t0.67\t0.10\t0.630\t0.029\t-0.922\t0.082\t\n",
"OGLE-BLG-RRLYR-18613\t0.616\t0.057\t0.717\t0.020\t1.610\t0.043\t6400\t100\t0.213\t0.090\t0.78\t0.10\t0.554\t0.028\t-0.639\t0.083\t\n",
"OGLE-BLG-RRLYR-18634\t0.603\t0.052\t0.813\t0.021\t1.762\t0.045\t6260\t120\t-0.166\t0.093\t0.39\t0.11\t0.570\t0.034\t-1.057\t0.081\t\n",
"OGLE-BLG-RRLYR-18639\t0.549\t0.055\t0.793\t0.021\t1.827\t0.043\t6640\t100\t-0.274\t0.092\t0.22\t0.10\t0.490\t0.029\t-1.030\t0.087\t\n",
"OGLE-BLG-RRLYR-18646\t0.697\t0.053\t0.776\t0.020\t1.752\t0.043\t6490\t100\t-0.071\t0.089\t0.46\t0.10\t0.529\t0.028\t-0.889\t0.080\t\n",
"OGLE-BLG-RRLYR-18668\t0.594\t0.053\t0.700\t0.021\t1.572\t0.045\t6390\t100\t0.339\t0.094\t0.87\t0.11\t0.543\t0.029\t-0.507\t0.084\t\n",
"OGLE-BLG-RRLYR-18719\t0.518\t0.058\t0.670\t0.021\t1.612\t0.043\t6760\t110\t0.277\t0.089\t0.754\t0.099\t0.465\t0.030\t-0.443\t0.084\t\n",
"OGLE-BLG-RRLYR-18742\t0.700\t0.060\t0.731\t0.021\t1.631\t0.044\t6350\t110\t0.200\t0.092\t0.76\t0.10\t0.562\t0.029\t-0.674\t0.087\t\n",
"OGLE-BLG-RRLYR-18776\t0.650\t0.057\t0.749\t0.021\t1.687\t0.043\t6430\t110\t0.071\t0.090\t0.60\t0.10\t0.536\t0.030\t-0.766\t0.086\t\n",
"OGLE-BLG-RRLYR-18792\t0.649\t0.050\t0.750\t0.019\t1.570\t0.042\t6020\t100\t0.252\t0.087\t0.90\t0.10\t0.644\t0.029\t-0.736\t0.078\t\n",
"OGLE-BLG-RRLYR-18794\t0.555\t0.059\t0.693\t0.022\t1.583\t0.044\t6450\t100\t0.308\t0.091\t0.84\t0.10\t0.529\t0.029\t-0.520\t0.085\t\n",
"OGLE-BLG-RRLYR-18812\t0.583\t0.053\t0.677\t0.020\t1.661\t0.044\t6890\t110\t0.225\t0.090\t0.66\t0.10\t0.432\t0.030\t-0.442\t0.081\t\n",
"OGLE-BLG-RRLYR-18884\t0.602\t0.056\t0.721\t0.022\t1.621\t0.044\t6400\t100\t0.239\t0.092\t0.77\t0.10\t0.540\t0.029\t-0.607\t0.086\t\n",
"OGLE-BLG-RRLYR-18895\t0.678\t0.056\t0.725\t0.020\t1.624\t0.044\t6380\t100\t0.206\t0.090\t0.77\t0.10\t0.557\t0.029\t-0.658\t0.083\t\n",
"OGLE-BLG-RRLYR-18961\t0.635\t0.055\t0.705\t0.020\t1.575\t0.043\t6350\t100\t0.305\t0.090\t0.86\t0.10\t0.561\t0.029\t-0.566\t0.082\t\n",
"OGLE-BLG-RRLYR-18989\t0.622\t0.062\t0.764\t0.023\t1.653\t0.044\t6220\t110\t0.098\t0.091\t0.68\t0.10\t0.587\t0.030\t-0.807\t0.088\t\n",
"OGLE-BLG-RRLYR-19025\t0.618\t0.053\t0.809\t0.021\t1.781\t0.042\t6330\t100\t-0.174\t0.088\t0.389\t0.098\t0.555\t0.029\t-1.027\t0.081\t\n",
"OGLE-BLG-RRLYR-19027\t0.564\t0.068\t0.691\t0.024\t1.632\t0.047\t6650\t110\t0.229\t0.095\t0.72\t0.11\t0.484\t0.029\t-0.523\t0.092\t\n",
"OGLE-BLG-RRLYR-19056\t0.623\t0.053\t0.703\t0.020\t1.641\t0.042\t6620\t100\t0.205\t0.088\t0.714\t0.099\t0.498\t0.029\t-0.566\t0.079\t\n",
"OGLE-BLG-RRLYR-19088\t0.632\t0.055\t0.762\t0.020\t1.758\t0.043\t6610\t110\t-0.080\t0.089\t0.424\t0.099\t0.499\t0.029\t-0.853\t0.082\t\n",
"OGLE-BLG-RRLYR-19089\t0.624\t0.054\t0.693\t0.020\t1.606\t0.043\t6560\t100\t0.314\t0.089\t0.81\t0.10\t0.507\t0.028\t-0.478\t0.081\t\n",
"OGLE-BLG-RRLYR-19090\t0.644\t0.057\t0.711\t0.021\t1.674\t0.045\t6670\t110\t0.170\t0.090\t0.65\t0.10\t0.481\t0.030\t-0.578\t0.081\t\n",
"OGLE-BLG-RRLYR-19092\t0.645\t0.056\t0.719\t0.021\t1.615\t0.043\t6390\t100\t0.248\t0.090\t0.78\t0.10\t0.544\t0.028\t-0.602\t0.082\t\n",
"OGLE-BLG-RRLYR-19096\t0.693\t0.056\t0.725\t0.021\t1.616\t0.043\t6360\t110\t0.247\t0.091\t0.80\t0.10\t0.558\t0.030\t-0.616\t0.084\t\n",
"OGLE-BLG-RRLYR-19126\t0.617\t0.055\t0.683\t0.021\t1.549\t0.043\t6390\t110\t0.414\t0.089\t0.94\t0.10\t0.540\t0.029\t-0.437\t0.082\t\n",
"OGLE-BLG-RRLYR-19163\t0.649\t0.059\t0.721\t0.021\t1.641\t0.044\t6480\t100\t0.179\t0.090\t0.71\t0.10\t0.531\t0.029\t-0.643\t0.083\t\n",
"OGLE-BLG-RRLYR-19222\t0.671\t0.062\t0.733\t0.023\t1.693\t0.046\t6560\t110\t0.110\t0.093\t0.61\t0.10\t0.501\t0.029\t-0.674\t0.089\t\n",
"OGLE-BLG-RRLYR-19233\t0.563\t0.051\t0.660\t0.020\t1.623\t0.042\t6830\t100\t0.276\t0.088\t0.716\t0.099\t0.440\t0.029\t-0.411\t0.080\t\n",
"OGLE-BLG-RRLYR-19291\t0.763\t0.058\t0.776\t0.022\t1.647\t0.043\t6110\t110\t0.112\t0.090\t0.72\t0.10\t0.619\t0.030\t-0.842\t0.085\t\n",
"OGLE-BLG-RRLYR-19304\t0.595\t0.052\t0.787\t0.020\t1.675\t0.042\t6120\t100\t0.001\t0.088\t0.627\t0.099\t0.613\t0.030\t-0.939\t0.082\t\n",
"OGLE-BLG-RRLYR-19321\t0.652\t0.054\t0.716\t0.021\t1.574\t0.043\t6260\t110\t0.339\t0.090\t0.90\t0.10\t0.575\t0.030\t-0.559\t0.083\t\n",
"OGLE-BLG-RRLYR-19336\t0.699\t0.056\t0.762\t0.020\t1.689\t0.043\t6350\t100\t0.039\t0.089\t0.60\t0.10\t0.562\t0.029\t-0.828\t0.081\t\n",
"OGLE-BLG-RRLYR-19401\t0.676\t0.053\t0.723\t0.020\t1.568\t0.042\t6190\t100\t0.293\t0.089\t0.90\t0.10\t0.605\t0.029\t-0.636\t0.082\t\n",
"OGLE-BLG-RRLYR-19437\t0.607\t0.058\t0.709\t0.021\t1.630\t0.043\t6530\t100\t0.199\t0.091\t0.72\t0.10\t0.518\t0.029\t-0.597\t0.084\t\n",
"OGLE-BLG-RRLYR-19519\t0.674\t0.064\t0.745\t0.022\t1.648\t0.045\t6320\t110\t0.139\t0.093\t0.71\t0.10\t0.569\t0.029\t-0.748\t0.089\t\n",
"OGLE-BLG-RRLYR-19554\t0.639\t0.058\t0.729\t0.023\t1.659\t0.045\t6490\t110\t0.198\t0.091\t0.70\t0.10\t0.516\t0.029\t-0.613\t0.086\t\n",
"OGLE-BLG-RRLYR-19589\t0.627\t0.060\t0.738\t0.022\t1.706\t0.044\t6580\t110\t0.058\t0.092\t0.56\t0.10\t0.500\t0.029\t-0.721\t0.088\t\n",
"OGLE-BLG-RRLYR-19614\t0.587\t0.060\t0.710\t0.022\t1.720\t0.044\t6840\t100\t0.077\t0.090\t0.52\t0.10\t0.439\t0.029\t-0.593\t0.083\t\n",
"OGLE-BLG-RRLYR-19653\t0.598\t0.057\t0.768\t0.022\t1.729\t0.043\t6440\t110\t-0.064\t0.092\t0.48\t0.10\t0.536\t0.030\t-0.886\t0.089\t\n",
"OGLE-BLG-RRLYR-19746\t0.595\t0.051\t0.710\t0.019\t1.631\t0.042\t6490\t100\t0.206\t0.087\t0.740\t0.099\t0.524\t0.029\t-0.613\t0.079\t\n",
"OGLE-BLG-RRLYR-19774\t0.580\t0.059\t0.748\t0.023\t1.665\t0.044\t6360\t110\t0.089\t0.094\t0.63\t0.10\t0.550\t0.030\t-0.763\t0.092\t\n",
"OGLE-BLG-RRLYR-19843\t0.740\t0.055\t0.790\t0.020\t1.706\t0.043\t6220\t100\t-0.001\t0.089\t0.590\t0.099\t0.592\t0.029\t-0.922\t0.082\t\n",
"OGLE-BLG-RRLYR-19869\t0.631\t0.071\t0.799\t0.027\t1.787\t0.051\t6420\t110\t-0.19\t0.11\t0.35\t0.11\t0.537\t0.031\t-1.02\t0.11\t\n",
"OGLE-BLG-RRLYR-19896\t0.671\t0.056\t0.753\t0.021\t1.548\t0.042\t5920\t110\t0.286\t0.088\t0.963\t0.099\t0.671\t0.032\t-0.744\t0.083\t\n",
"OGLE-BLG-RRLYR-19904\t0.585\t0.055\t0.739\t0.021\t1.677\t0.043\t6470\t110\t0.074\t0.090\t0.59\t0.10\t0.525\t0.029\t-0.738\t0.085\t\n",
"OGLE-BLG-RRLYR-19968\t0.586\t0.052\t0.713\t0.020\t1.588\t0.044\t6370\t100\t0.270\t0.092\t0.82\t0.10\t0.554\t0.029\t-0.587\t0.081\t\n",
"OGLE-BLG-RRLYR-19995\t0.550\t0.052\t0.713\t0.020\t1.557\t0.045\t6230\t100\t0.323\t0.090\t0.90\t0.10\t0.581\t0.029\t-0.588\t0.079\t\n",
"OGLE-BLG-RRLYR-20166\t0.654\t0.060\t0.714\t0.022\t1.661\t0.044\t6620\t110\t0.181\t0.091\t0.68\t0.10\t0.497\t0.030\t-0.588\t0.086\t\n",
"OGLE-BLG-RRLYR-20263\t0.661\t0.050\t0.812\t0.019\t1.773\t0.042\t6280\t100\t-0.181\t0.087\t0.402\t0.099\t0.576\t0.028\t-1.062\t0.078\t\n",
"OGLE-BLG-RRLYR-20485\t0.667\t0.058\t0.711\t0.020\t1.598\t0.043\t6390\t110\t0.255\t0.089\t0.81\t0.10\t0.555\t0.029\t-0.600\t0.082\t\n",
"OGLE-BLG-RRLYR-20513\t0.572\t0.051\t0.679\t0.019\t1.535\t0.042\t6400\t100\t0.430\t0.088\t0.97\t0.10\t0.546\t0.028\t-0.427\t0.078\t\n",
"OGLE-BLG-RRLYR-20561\t0.647\t0.051\t0.715\t0.019\t1.622\t0.042\t6460\t100\t0.219\t0.088\t0.766\t0.099\t0.539\t0.028\t-0.616\t0.078\t\n",
"OGLE-BLG-RRLYR-20562\t0.662\t0.051\t0.785\t0.020\t1.640\t0.042\t6040\t100\t0.079\t0.087\t0.720\t0.098\t0.639\t0.028\t-0.900\t0.078\t\n",
"OGLE-BLG-RRLYR-20563\t0.541\t0.051\t0.667\t0.019\t1.556\t0.042\t6560\t100\t0.410\t0.088\t0.89\t0.10\t0.500\t0.028\t-0.375\t0.079\t\n",
"OGLE-BLG-RRLYR-20587\t0.571\t0.051\t0.692\t0.019\t1.599\t0.042\t6540\t100\t0.320\t0.087\t0.824\t0.099\t0.508\t0.028\t-0.473\t0.078\t\n",
"OGLE-BLG-RRLYR-20610\t0.649\t0.052\t0.721\t0.019\t1.620\t0.042\t6390\t100\t0.223\t0.087\t0.773\t0.099\t0.550\t0.028\t-0.633\t0.078\t\n",
"OGLE-BLG-RRLYR-20635\t0.615\t0.051\t0.710\t0.019\t1.664\t0.042\t6661\t99\t0.153\t0.088\t0.654\t0.099\t0.490\t0.028\t-0.606\t0.078\t\n",
"OGLE-BLG-RRLYR-20642\t0.579\t0.055\t0.750\t0.021\t1.568\t0.043\t6010\t110\t0.232\t0.089\t0.90\t0.10\t0.659\t0.031\t-0.776\t0.084\t\n",
"OGLE-BLG-RRLYR-20671\t0.550\t0.052\t0.691\t0.019\t1.599\t0.042\t6540\t100\t0.286\t0.087\t0.802\t0.099\t0.512\t0.028\t-0.506\t0.078\t\n",
"OGLE-BLG-RRLYR-20725\t0.748\t0.050\t0.846\t0.019\t1.806\t0.042\t6172\t99\t-0.249\t0.087\t0.345\t0.098\t0.598\t0.028\t-1.178\t0.078\t\n",
"OGLE-BLG-RRLYR-20743\t0.564\t0.050\t0.696\t0.019\t1.592\t0.042\t6484\t99\t0.266\t0.087\t0.811\t0.098\t0.532\t0.028\t-0.553\t0.077\t\n",
"OGLE-BLG-RRLYR-20830\t0.633\t0.055\t0.701\t0.020\t1.626\t0.043\t6570\t100\t0.234\t0.089\t0.74\t0.10\t0.509\t0.028\t-0.551\t0.080\t\n",
"OGLE-BLG-RRLYR-20836\t0.680\t0.053\t0.723\t0.019\t1.601\t0.042\t6300\t100\t0.248\t0.088\t0.829\t0.099\t0.575\t0.028\t-0.645\t0.079\t\n",
"OGLE-BLG-RRLYR-20873\t0.656\t0.064\t0.715\t0.022\t1.694\t0.045\t6710\t110\t0.116\t0.093\t0.58\t0.10\t0.471\t0.030\t-0.613\t0.087\t\n",
"OGLE-BLG-RRLYR-20876\t0.644\t0.052\t0.701\t0.020\t1.612\t0.042\t6520\t100\t0.298\t0.089\t0.80\t0.10\t0.514\t0.028\t-0.505\t0.079\t\n",
"OGLE-BLG-RRLYR-20886\t0.614\t0.051\t0.710\t0.019\t1.651\t0.042\t6580\t100\t0.181\t0.087\t0.682\t0.099\t0.501\t0.028\t-0.596\t0.078\t\n",
"OGLE-BLG-RRLYR-20932\t0.716\t0.052\t0.734\t0.020\t1.638\t0.042\t6340\t100\t0.182\t0.089\t0.73\t0.10\t0.562\t0.028\t-0.688\t0.080\t\n",
"OGLE-BLG-RRLYR-20934\t0.682\t0.051\t0.756\t0.019\t1.649\t0.042\t6239\t99\t0.109\t0.088\t0.704\t0.099\t0.589\t0.028\t-0.806\t0.078\t\n",
"OGLE-BLG-RRLYR-20996\t0.625\t0.052\t0.737\t0.020\t1.695\t0.042\t6560\t100\t0.064\t0.088\t0.579\t0.099\t0.510\t0.028\t-0.723\t0.079\t\n",
"OGLE-BLG-RRLYR-21084\t0.631\t0.050\t0.750\t0.020\t1.577\t0.042\t6060\t100\t0.235\t0.088\t0.87\t0.10\t0.633\t0.028\t-0.747\t0.078\t\n",
"OGLE-BLG-RRLYR-21088\t0.739\t0.057\t0.735\t0.021\t1.602\t0.043\t6210\t110\t0.251\t0.090\t0.84\t0.10\t0.596\t0.029\t-0.680\t0.086\t\n",
"OGLE-BLG-RRLYR-21096\t0.686\t0.051\t0.735\t0.019\t1.636\t0.042\t6340\t100\t0.190\t0.087\t0.740\t0.099\t0.557\t0.028\t-0.680\t0.078\t\n",
"OGLE-BLG-RRLYR-21098\t0.665\t0.050\t0.758\t0.019\t1.632\t0.042\t6201\t99\t0.192\t0.087\t0.780\t0.099\t0.594\t0.028\t-0.726\t0.077\t\n",
"OGLE-BLG-RRLYR-21100\t0.649\t0.051\t0.726\t0.019\t1.658\t0.042\t6500\t100\t0.193\t0.087\t0.688\t0.099\t0.511\t0.028\t-0.609\t0.078\t\n",
"OGLE-BLG-RRLYR-21142\t0.557\t0.053\t0.683\t0.020\t1.624\t0.043\t6700\t100\t0.247\t0.089\t0.73\t0.10\t0.478\t0.028\t-0.497\t0.082\t\n",
"OGLE-BLG-RRLYR-21180\t0.570\t0.053\t0.691\t0.020\t1.592\t0.042\t6530\t100\t0.279\t0.088\t0.807\t0.099\t0.519\t0.028\t-0.524\t0.080\t\n",
"OGLE-BLG-RRLYR-21200\t0.602\t0.050\t0.711\t0.019\t1.665\t0.042\t6650\t100\t0.145\t0.087\t0.646\t0.098\t0.490\t0.028\t-0.613\t0.077\t\n",
"OGLE-BLG-RRLYR-21250\t0.608\t0.057\t0.692\t0.022\t1.613\t0.044\t6580\t110\t0.284\t0.091\t0.78\t0.10\t0.504\t0.029\t-0.521\t0.086\t\n",
"OGLE-BLG-RRLYR-21442\t0.636\t0.052\t0.704\t0.019\t1.644\t0.042\t6642\t99\t0.209\t0.088\t0.710\t0.099\t0.498\t0.028\t-0.559\t0.078\t\n",
"OGLE-BLG-RRLYR-21500\t0.723\t0.050\t0.762\t0.019\t1.608\t0.041\t6060\t100\t0.191\t0.087\t0.827\t0.098\t0.634\t0.028\t-0.793\t0.077\t\n",
"OGLE-BLG-RRLYR-21686\t0.706\t0.053\t0.720\t0.019\t1.704\t0.042\t6690\t100\t0.112\t0.088\t0.604\t0.099\t0.486\t0.028\t-0.646\t0.079\t\n",
"OGLE-BLG-RRLYR-21903\t0.614\t0.050\t0.776\t0.019\t1.707\t0.042\t6301\t99\t-0.033\t0.088\t0.545\t0.099\t0.572\t0.028\t-0.908\t0.078\t\n",
"OGLE-BLG-RRLYR-22153\t0.589\t0.050\t0.683\t0.019\t1.577\t0.042\t6540\t100\t0.319\t0.087\t0.850\t0.098\t0.519\t0.028\t-0.485\t0.077\t\n",
"OGLE-BLG-RRLYR-22427\t0.590\t0.053\t0.684\t0.019\t1.591\t0.043\t6570\t100\t0.309\t0.088\t0.82\t0.10\t0.510\t0.028\t-0.475\t0.079\t\n",
"OGLE-BLG-RRLYR-22536\t0.572\t0.052\t0.745\t0.019\t1.720\t0.042\t6600\t100\t-0.008\t0.088\t0.505\t0.099\t0.502\t0.028\t-0.782\t0.079\t\n",
"OGLE-BLG-RRLYR-22593\t0.557\t0.051\t0.713\t0.019\t1.649\t0.042\t6580\t100\t0.121\t0.087\t0.647\t0.099\t0.503\t0.029\t-0.663\t0.078\t\n",
"OGLE-BLG-RRLYR-22681\t0.654\t0.053\t0.719\t0.020\t1.689\t0.042\t6650\t100\t0.129\t0.088\t0.606\t0.099\t0.482\t0.028\t-0.622\t0.079\t\n",
"OGLE-BLG-RRLYR-22755\t0.666\t0.051\t0.841\t0.020\t1.843\t0.043\t6330\t100\t-0.308\t0.090\t0.23\t0.10\t0.548\t0.030\t-1.163\t0.079\t\n",
"OGLE-BLG-RRLYR-22809\t0.648\t0.052\t0.755\t0.020\t1.746\t0.042\t6600\t100\t-0.046\t0.088\t0.457\t0.099\t0.498\t0.028\t-0.814\t0.079\t\n",
"OGLE-BLG-RRLYR-22822\t0.628\t0.049\t0.743\t0.019\t1.726\t0.041\t6646\t99\t-0.001\t0.087\t0.499\t0.098\t0.496\t0.028\t-0.770\t0.077\t\n",
"OGLE-BLG-RRLYR-22828\t0.551\t0.052\t0.684\t0.020\t1.618\t0.042\t6640\t100\t0.288\t0.088\t0.767\t0.099\t0.481\t0.028\t-0.469\t0.079\t\n",
"OGLE-BLG-RRLYR-22959\t0.667\t0.053\t0.722\t0.020\t1.640\t0.042\t6460\t100\t0.189\t0.088\t0.725\t0.099\t0.534\t0.028\t-0.638\t0.080\t\n",
"OGLE-BLG-RRLYR-23002\t0.640\t0.059\t0.734\t0.022\t1.676\t0.044\t6500\t110\t0.134\t0.090\t0.64\t0.10\t0.515\t0.029\t-0.669\t0.084\t\n",
"OGLE-BLG-RRLYR-23003\t0.696\t0.058\t0.741\t0.021\t1.654\t0.045\t6390\t100\t0.135\t0.093\t0.70\t0.10\t0.559\t0.029\t-0.731\t0.085\t\n",
"OGLE-BLG-RRLYR-23117\t0.687\t0.063\t0.741\t0.023\t1.645\t0.045\t6330\t110\t0.187\t0.091\t0.74\t0.10\t0.557\t0.029\t-0.681\t0.086\t\n",
"OGLE-BLG-RRLYR-23177\t0.637\t0.062\t0.715\t0.022\t1.623\t0.045\t6450\t100\t0.222\t0.092\t0.76\t0.10\t0.537\t0.029\t-0.611\t0.088\t\n",
"OGLE-BLG-RRLYR-23213\t0.582\t0.055\t0.698\t0.020\t1.657\t0.043\t6710\t100\t0.200\t0.089\t0.67\t0.10\t0.470\t0.028\t-0.529\t0.081\t\n",
"OGLE-BLG-RRLYR-23242\t0.565\t0.052\t0.674\t0.019\t1.639\t0.042\t6830\t100\t0.244\t0.088\t0.702\t0.099\t0.448\t0.028\t-0.451\t0.079\t\n",
"OGLE-BLG-RRLYR-23249\t0.659\t0.050\t0.740\t0.020\t1.532\t0.042\t5980\t100\t0.324\t0.087\t0.983\t0.099\t0.658\t0.029\t-0.681\t0.079\t\n",
"OGLE-BLG-RRLYR-23282\t0.624\t0.052\t0.721\t0.020\t1.640\t0.042\t6480\t100\t0.165\t0.089\t0.705\t0.099\t0.532\t0.029\t-0.670\t0.082\t\n",
"OGLE-BLG-RRLYR-23289\t0.559\t0.049\t0.686\t0.019\t1.570\t0.042\t6490\t100\t0.321\t0.087\t0.865\t0.098\t0.530\t0.028\t-0.499\t0.076\t\n",
"OGLE-BLG-RRLYR-23297\t0.665\t0.054\t0.778\t0.020\t1.789\t0.042\t6620\t100\t-0.143\t0.089\t0.36\t0.10\t0.500\t0.028\t-0.914\t0.080\t\n",
"OGLE-BLG-RRLYR-23306\t0.665\t0.050\t0.743\t0.019\t1.622\t0.042\t6240\t100\t0.200\t0.087\t0.772\t0.099\t0.578\t0.028\t-0.695\t0.078\t\n",
"OGLE-BLG-RRLYR-23309\t0.645\t0.052\t0.718\t0.020\t1.709\t0.042\t6760\t100\t0.123\t0.088\t0.553\t0.099\t0.443\t0.028\t-0.569\t0.079\t\n",
"OGLE-BLG-RRLYR-23344\t0.584\t0.052\t0.678\t0.019\t1.589\t0.042\t6620\t100\t0.320\t0.087\t0.830\t0.099\t0.498\t0.029\t-0.456\t0.079\t\n",
"OGLE-BLG-RRLYR-23352\t0.597\t0.053\t0.682\t0.020\t1.614\t0.043\t6660\t100\t0.298\t0.089\t0.78\t0.10\t0.481\t0.029\t-0.453\t0.080\t\n",
"OGLE-BLG-RRLYR-23364\t0.654\t0.052\t0.781\t0.019\t1.736\t0.042\t6400\t100\t-0.070\t0.088\t0.488\t0.099\t0.551\t0.028\t-0.924\t0.079\t\n",
"OGLE-BLG-RRLYR-23367\t0.659\t0.057\t0.732\t0.022\t1.685\t0.044\t6540\t110\t0.125\t0.091\t0.61\t0.10\t0.503\t0.030\t-0.664\t0.086\t\n",
"OGLE-BLG-RRLYR-23372\t0.545\t0.050\t0.712\t0.020\t1.633\t0.042\t6510\t110\t0.167\t0.087\t0.691\t0.098\t0.522\t0.029\t-0.645\t0.080\t\n",
"OGLE-BLG-RRLYR-23375\t0.531\t0.050\t0.665\t0.019\t1.596\t0.042\t6740\t100\t0.309\t0.087\t0.794\t0.099\t0.468\t0.028\t-0.416\t0.077\t\n",
"OGLE-BLG-RRLYR-23422\t0.545\t0.050\t0.675\t0.019\t1.552\t0.042\t6487\t99\t0.355\t0.087\t0.900\t0.098\t0.532\t0.028\t-0.471\t0.077\t\n",
"OGLE-BLG-RRLYR-23462\t0.678\t0.052\t0.729\t0.020\t1.590\t0.042\t6220\t100\t0.257\t0.088\t0.850\t0.099\t0.594\t0.028\t-0.667\t0.080\t\n",
"OGLE-BLG-RRLYR-23464\t0.624\t0.053\t0.723\t0.020\t1.605\t0.042\t6320\t100\t0.227\t0.088\t0.798\t0.099\t0.565\t0.029\t-0.652\t0.081\t\n",
"OGLE-BLG-RRLYR-23470\t0.561\t0.051\t0.700\t0.019\t1.557\t0.042\t6330\t100\t0.349\t0.087\t0.904\t0.099\t0.558\t0.028\t-0.524\t0.078\t\n",
"OGLE-BLG-RRLYR-23476\t0.617\t0.055\t0.762\t0.020\t1.616\t0.043\t6080\t100\t0.149\t0.089\t0.77\t0.10\t0.624\t0.029\t-0.815\t0.081\t\n",
"OGLE-BLG-RRLYR-23479\t0.677\t0.065\t0.706\t0.023\t1.698\t0.047\t6800\t110\t0.174\t0.096\t0.60\t0.11\t0.442\t0.031\t-0.521\t0.092\t\n",
"OGLE-BLG-RRLYR-23514\t0.690\t0.051\t0.784\t0.019\t1.772\t0.042\t6500\t100\t-0.121\t0.087\t0.408\t0.099\t0.526\t0.028\t-0.937\t0.078\t\n",
"OGLE-BLG-RRLYR-23525\t0.552\t0.050\t0.711\t0.020\t1.628\t0.042\t6510\t100\t0.171\t0.087\t0.689\t0.098\t0.519\t0.029\t-0.647\t0.080\t\n",
"OGLE-BLG-RRLYR-23548\t0.573\t0.051\t0.702\t0.019\t1.709\t0.042\t6878\t99\t0.081\t0.087\t0.530\t0.098\t0.437\t0.028\t-0.594\t0.077\t\n",
"OGLE-BLG-RRLYR-23555\t0.633\t0.051\t0.790\t0.020\t1.668\t0.042\t6070\t100\t0.011\t0.088\t0.662\t0.099\t0.632\t0.029\t-0.956\t0.081\t\n",
"OGLE-BLG-RRLYR-23567\t0.651\t0.050\t0.735\t0.019\t1.540\t0.042\t6020\t100\t0.303\t0.087\t0.947\t0.099\t0.645\t0.029\t-0.685\t0.078\t\n",
"OGLE-BLG-RRLYR-23574\t0.631\t0.062\t0.723\t0.022\t1.622\t0.045\t6370\t110\t0.208\t0.093\t0.75\t0.10\t0.550\t0.030\t-0.641\t0.087\t\n",
"OGLE-BLG-RRLYR-23603\t0.582\t0.050\t0.822\t0.019\t1.728\t0.042\t6090\t100\t-0.120\t0.087\t0.493\t0.099\t0.614\t0.028\t-1.072\t0.077\t\n",
"OGLE-BLG-RRLYR-23609\t0.676\t0.053\t0.726\t0.020\t1.612\t0.043\t6310\t100\t0.207\t0.089\t0.79\t0.10\t0.574\t0.029\t-0.676\t0.081\t\n",
"OGLE-BLG-RRLYR-23646\t0.613\t0.059\t0.703\t0.021\t1.644\t0.044\t6620\t110\t0.204\t0.090\t0.70\t0.10\t0.494\t0.029\t-0.550\t0.083\t\n",
"OGLE-BLG-RRLYR-23702\t0.578\t0.054\t0.681\t0.020\t1.579\t0.043\t6550\t100\t0.314\t0.089\t0.84\t0.10\t0.516\t0.029\t-0.481\t0.081\t\n",
"OGLE-BLG-RRLYR-23709\t0.633\t0.052\t0.759\t0.020\t1.555\t0.042\t5930\t100\t0.255\t0.088\t0.93\t0.10\t0.671\t0.028\t-0.770\t0.079\t\n",
"OGLE-BLG-RRLYR-23712\t0.684\t0.054\t0.757\t0.020\t1.658\t0.042\t6260\t100\t0.107\t0.088\t0.689\t0.099\t0.579\t0.029\t-0.794\t0.081\t\n",
"OGLE-BLG-RRLYR-23719\t0.637\t0.057\t0.745\t0.021\t1.645\t0.043\t6290\t110\t0.134\t0.089\t0.69\t0.10\t0.566\t0.030\t-0.741\t0.082\t\n",
"OGLE-BLG-RRLYR-23721\t0.619\t0.055\t0.727\t0.021\t1.586\t0.042\t6240\t110\t0.274\t0.088\t0.861\t0.099\t0.584\t0.029\t-0.624\t0.082\t\n",
"OGLE-BLG-RRLYR-23731\t0.584\t0.054\t0.754\t0.020\t1.684\t0.043\t6380\t100\t0.043\t0.090\t0.59\t0.10\t0.547\t0.028\t-0.802\t0.082\t\n",
"OGLE-BLG-RRLYR-23746\t0.568\t0.050\t0.745\t0.019\t1.652\t0.042\t6360\t100\t0.100\t0.087\t0.651\t0.099\t0.554\t0.029\t-0.766\t0.078\t\n",
"OGLE-BLG-RRLYR-23748\t0.620\t0.052\t0.726\t0.020\t1.580\t0.042\t6220\t100\t0.280\t0.087\t0.864\t0.098\t0.587\t0.028\t-0.627\t0.079\t\n",
"OGLE-BLG-RRLYR-23759\t0.590\t0.053\t0.699\t0.020\t1.599\t0.042\t6480\t100\t0.281\t0.088\t0.813\t0.099\t0.528\t0.028\t-0.541\t0.079\t\n",
"OGLE-BLG-RRLYR-23783\t0.611\t0.052\t0.732\t0.020\t1.561\t0.042\t6120\t100\t0.280\t0.088\t0.89\t0.10\t0.616\t0.029\t-0.675\t0.081\t\n",
"OGLE-BLG-RRLYR-23880\t0.548\t0.060\t0.689\t0.021\t1.578\t0.045\t6500\t100\t0.302\t0.092\t0.83\t0.10\t0.526\t0.029\t-0.510\t0.086\t\n",
"OGLE-BLG-RRLYR-23886\t0.677\t0.054\t0.730\t0.021\t1.632\t0.043\t6370\t100\t0.231\t0.090\t0.76\t0.10\t0.544\t0.029\t-0.620\t0.082\t\n",
"OGLE-BLG-RRLYR-23907\t0.675\t0.052\t0.730\t0.020\t1.561\t0.042\t6140\t100\t0.312\t0.088\t0.928\t0.099\t0.617\t0.028\t-0.635\t0.079\t\n",
"OGLE-BLG-RRLYR-23918\t0.593\t0.050\t0.723\t0.019\t1.732\t0.042\t6810\t100\t0.013\t0.087\t0.469\t0.098\t0.452\t0.028\t-0.689\t0.078\t\n",
"OGLE-BLG-RRLYR-23948\t0.594\t0.052\t0.715\t0.020\t1.672\t0.042\t6610\t100\t0.133\t0.088\t0.630\t0.099\t0.493\t0.028\t-0.633\t0.078\t\n",
"OGLE-BLG-RRLYR-23982\t0.616\t0.060\t0.771\t0.023\t1.719\t0.046\t6370\t110\t-0.018\t0.097\t0.52\t0.11\t0.547\t0.029\t-0.882\t0.091\t\n",
"OGLE-BLG-RRLYR-23992\t0.619\t0.053\t0.695\t0.020\t1.628\t0.042\t6620\t100\t0.238\t0.088\t0.743\t0.099\t0.497\t0.029\t-0.532\t0.080\t\n",
"OGLE-BLG-RRLYR-24004\t0.614\t0.056\t0.773\t0.021\t1.766\t0.043\t6540\t110\t-0.120\t0.090\t0.40\t0.10\t0.513\t0.029\t-0.906\t0.084\t\n",
"OGLE-BLG-RRLYR-24006\t0.585\t0.057\t0.693\t0.021\t1.644\t0.044\t6710\t100\t0.207\t0.091\t0.69\t0.10\t0.478\t0.029\t-0.531\t0.083\t\n",
"OGLE-BLG-RRLYR-24063\t0.606\t0.054\t0.701\t0.020\t1.655\t0.043\t6650\t100\t0.242\t0.088\t0.71\t0.10\t0.477\t0.028\t-0.506\t0.080\t\n",
"OGLE-BLG-RRLYR-24110\t0.584\t0.055\t0.730\t0.021\t1.622\t0.044\t6350\t110\t0.179\t0.091\t0.74\t0.10\t0.562\t0.030\t-0.689\t0.084\t\n",
"OGLE-BLG-RRLYR-24122\t0.606\t0.059\t0.701\t0.022\t1.616\t0.044\t6530\t110\t0.271\t0.091\t0.77\t0.10\t0.509\t0.030\t-0.523\t0.085\t\n",
"OGLE-BLG-RRLYR-24128\t0.622\t0.064\t0.710\t0.022\t1.631\t0.045\t6510\t100\t0.217\t0.093\t0.73\t0.10\t0.520\t0.029\t-0.594\t0.088\t\n",
"OGLE-BLG-RRLYR-24139\t0.730\t0.051\t0.744\t0.020\t1.582\t0.042\t6070\t100\t0.254\t0.087\t0.882\t0.099\t0.629\t0.029\t-0.719\t0.078\t\n",
"OGLE-BLG-RRLYR-24210\t0.687\t0.066\t0.791\t0.023\t1.715\t0.046\t6240\t110\t-0.042\t0.097\t0.54\t0.11\t0.586\t0.030\t-0.947\t0.096\t\n",
"OGLE-BLG-RRLYR-24233\t0.582\t0.057\t0.710\t0.021\t1.641\t0.043\t6570\t100\t0.185\t0.088\t0.700\t0.099\t0.506\t0.029\t-0.594\t0.081\t\n",
"OGLE-BLG-RRLYR-24252\t0.582\t0.059\t0.704\t0.021\t1.600\t0.042\t6430\t100\t0.259\t0.088\t0.806\t0.099\t0.536\t0.029\t-0.566\t0.081\t\n",
"OGLE-BLG-RRLYR-24480\t0.684\t0.062\t0.728\t0.022\t1.674\t0.045\t6530\t110\t0.153\t0.091\t0.66\t0.10\t0.511\t0.029\t-0.631\t0.084\t\n",
"OGLE-BLG-RRLYR-24506\t0.694\t0.051\t0.790\t0.020\t1.682\t0.042\t6120\t110\t0.008\t0.087\t0.62\t0.10\t0.617\t0.031\t-0.935\t0.079\t\n",
"OGLE-BLG-RRLYR-24508\t0.698\t0.053\t0.775\t0.021\t1.724\t0.046\t6380\t110\t0.031\t0.094\t0.55\t0.11\t0.535\t0.030\t-0.812\t0.083\t\n",
"OGLE-BLG-RRLYR-24515\t0.693\t0.055\t0.766\t0.021\t1.587\t0.042\t5970\t110\t0.202\t0.089\t0.86\t0.10\t0.657\t0.031\t-0.806\t0.082\t\n",
"OGLE-BLG-RRLYR-24565\t0.636\t0.056\t0.774\t0.021\t1.769\t0.044\t6530\t100\t-0.116\t0.091\t0.38\t0.10\t0.507\t0.028\t-0.901\t0.084\t\n",
"OGLE-BLG-RRLYR-24581\t0.564\t0.055\t0.744\t0.021\t1.684\t0.043\t6450\t100\t0.056\t0.090\t0.58\t0.10\t0.528\t0.029\t-0.765\t0.083\t\n",
"OGLE-BLG-RRLYR-24604\t0.737\t0.059\t0.796\t0.021\t1.788\t0.044\t6460\t100\t-0.163\t0.092\t0.36\t0.10\t0.533\t0.029\t-0.990\t0.085\t\n",
"OGLE-BLG-RRLYR-24613\t0.669\t0.056\t0.764\t0.021\t1.579\t0.042\t5960\t110\t0.213\t0.088\t0.87\t0.10\t0.660\t0.032\t-0.801\t0.081\t\n",
"OGLE-BLG-RRLYR-24628\t0.652\t0.059\t0.752\t0.021\t1.725\t0.045\t6530\t100\t0.003\t0.093\t0.50\t0.11\t0.508\t0.029\t-0.786\t0.084\t\n",
"OGLE-BLG-RRLYR-24723\t0.561\t0.061\t0.698\t0.021\t1.541\t0.042\t6270\t110\t0.351\t0.089\t0.934\t0.099\t0.578\t0.031\t-0.546\t0.086\t\n",
"OGLE-BLG-RRLYR-24750\t0.556\t0.055\t0.715\t0.021\t1.595\t0.043\t6350\t110\t0.239\t0.091\t0.80\t0.10\t0.558\t0.029\t-0.619\t0.084\t\n",
"OGLE-BLG-RRLYR-24793\t0.653\t0.054\t0.754\t0.020\t1.642\t0.043\t6240\t100\t0.128\t0.090\t0.71\t0.10\t0.585\t0.029\t-0.778\t0.083\t\n",
"OGLE-BLG-RRLYR-24834\t0.687\t0.055\t0.773\t0.021\t1.685\t0.045\t6250\t100\t0.031\t0.093\t0.60\t0.11\t0.578\t0.029\t-0.866\t0.084\t\n",
"OGLE-BLG-RRLYR-24910\t0.668\t0.054\t0.732\t0.021\t1.579\t0.043\t6150\t100\t0.260\t0.090\t0.88\t0.10\t0.611\t0.029\t-0.682\t0.083\t\n",
"OGLE-BLG-RRLYR-24938\t0.590\t0.057\t0.737\t0.022\t1.675\t0.044\t6480\t110\t0.092\t0.091\t0.60\t0.10\t0.520\t0.030\t-0.715\t0.086\t\n",
"OGLE-BLG-RRLYR-24987\t0.715\t0.052\t0.779\t0.020\t1.692\t0.043\t6230\t100\t0.010\t0.090\t0.58\t0.10\t0.580\t0.028\t-0.889\t0.081\t\n",
"OGLE-BLG-RRLYR-25060\t0.693\t0.056\t0.775\t0.022\t1.770\t0.044\t6530\t100\t-0.077\t0.090\t0.42\t0.10\t0.508\t0.029\t-0.873\t0.084\t\n",
"OGLE-BLG-RRLYR-25065\t0.647\t0.060\t0.703\t0.021\t1.627\t0.044\t6550\t110\t0.239\t0.091\t0.75\t0.10\t0.514\t0.030\t-0.567\t0.085\t\n",
"OGLE-BLG-RRLYR-25067\t0.588\t0.056\t0.695\t0.020\t1.608\t0.044\t6560\t100\t0.256\t0.089\t0.78\t0.10\t0.513\t0.028\t-0.538\t0.080\t\n",
"OGLE-BLG-RRLYR-25102\t0.644\t0.056\t0.707\t0.020\t1.615\t0.043\t6480\t100\t0.241\t0.089\t0.78\t0.10\t0.531\t0.029\t-0.580\t0.081\t\n",
"OGLE-BLG-RRLYR-25163\t0.546\t0.055\t0.693\t0.020\t1.572\t0.042\t6410\t100\t0.308\t0.088\t0.853\t0.099\t0.543\t0.028\t-0.531\t0.080\t\n",
"OGLE-BLG-RRLYR-25166\t0.607\t0.053\t0.703\t0.020\t1.661\t0.043\t6690\t110\t0.150\t0.089\t0.61\t0.10\t0.470\t0.031\t-0.574\t0.081\t\n",
"OGLE-BLG-RRLYR-25198\t0.680\t0.062\t0.732\t0.022\t1.654\t0.045\t6430\t110\t0.159\t0.093\t0.69\t0.10\t0.540\t0.030\t-0.683\t0.088\t\n",
"OGLE-BLG-RRLYR-25240\t0.661\t0.063\t0.728\t0.023\t1.722\t0.045\t6710\t110\t0.117\t0.093\t0.56\t0.10\t0.459\t0.029\t-0.604\t0.089\t\n",
"OGLE-BLG-RRLYR-25242\t0.563\t0.058\t0.715\t0.021\t1.559\t0.042\t6230\t110\t0.293\t0.089\t0.88\t0.10\t0.588\t0.031\t-0.611\t0.084\t\n",
"OGLE-BLG-RRLYR-25247\t0.674\t0.054\t0.739\t0.021\t1.577\t0.042\t6120\t110\t0.262\t0.087\t0.878\t0.099\t0.618\t0.030\t-0.691\t0.080\t\n",
"OGLE-BLG-RRLYR-25296\t0.602\t0.052\t0.702\t0.020\t1.564\t0.042\t6320\t100\t0.339\t0.087\t0.908\t0.098\t0.565\t0.028\t-0.533\t0.079\t\n",
"OGLE-BLG-RRLYR-25353\t0.617\t0.056\t0.729\t0.020\t1.710\t0.043\t6650\t100\t0.086\t0.091\t0.56\t0.10\t0.478\t0.029\t-0.668\t0.083\t\n",
"OGLE-BLG-RRLYR-25377\t0.627\t0.056\t0.717\t0.020\t1.661\t0.044\t6590\t100\t0.150\t0.090\t0.65\t0.10\t0.503\t0.029\t-0.629\t0.082\t\n",
"OGLE-BLG-RRLYR-25440\t0.702\t0.061\t0.732\t0.022\t1.618\t0.044\t6290\t110\t0.235\t0.090\t0.80\t0.10\t0.572\t0.029\t-0.651\t0.085\t\n",
"OGLE-BLG-RRLYR-25460\t0.747\t0.053\t0.755\t0.020\t1.688\t0.043\t6380\t100\t0.108\t0.089\t0.64\t0.10\t0.545\t0.029\t-0.734\t0.081\t\n",
"OGLE-BLG-RRLYR-25468\t0.678\t0.054\t0.738\t0.021\t1.648\t0.045\t6370\t100\t0.175\t0.093\t0.70\t0.11\t0.543\t0.029\t-0.674\t0.083\t\n",
"OGLE-BLG-RRLYR-25542\t0.594\t0.053\t0.711\t0.021\t1.534\t0.043\t6160\t100\t0.362\t0.089\t0.96\t0.10\t0.605\t0.029\t-0.579\t0.081\t\n",
"OGLE-BLG-RRLYR-25549\t0.582\t0.057\t0.685\t0.021\t1.643\t0.044\t6760\t110\t0.251\t0.091\t0.70\t0.10\t0.456\t0.030\t-0.455\t0.083\t\n",
"OGLE-BLG-RRLYR-25589\t0.593\t0.055\t0.705\t0.020\t1.659\t0.043\t6670\t110\t0.157\t0.089\t0.65\t0.10\t0.487\t0.029\t-0.595\t0.083\t\n",
"OGLE-BLG-RRLYR-25623\t0.692\t0.053\t0.744\t0.020\t1.631\t0.042\t6260\t100\t0.185\t0.087\t0.760\t0.099\t0.579\t0.029\t-0.710\t0.079\t\n",
"OGLE-BLG-RRLYR-25664\t0.558\t0.056\t0.714\t0.021\t1.706\t0.043\t6770\t110\t0.065\t0.090\t0.530\t0.099\t0.456\t0.030\t-0.647\t0.087\t\n",
"OGLE-BLG-RRLYR-25765\t0.744\t0.057\t0.775\t0.021\t1.722\t0.045\t6350\t100\t-0.010\t0.093\t0.52\t0.11\t0.553\t0.029\t-0.869\t0.085\t\n",
"OGLE-BLG-RRLYR-25785\t0.585\t0.064\t0.691\t0.022\t1.604\t0.045\t6560\t110\t0.281\t0.093\t0.79\t0.10\t0.510\t0.029\t-0.511\t0.088\t\n",
"OGLE-BLG-RRLYR-25856\t0.728\t0.058\t0.776\t0.021\t1.722\t0.045\t6360\t100\t-0.001\t0.092\t0.53\t0.10\t0.550\t0.029\t-0.858\t0.085\t\n",
"OGLE-BLG-RRLYR-25883\t0.574\t0.049\t0.753\t0.019\t1.567\t0.042\t6030\t100\t0.232\t0.087\t0.882\t0.099\t0.643\t0.029\t-0.758\t0.077\t\n",
"OGLE-BLG-RRLYR-25896\t0.616\t0.057\t0.727\t0.020\t1.676\t0.043\t6560\t110\t0.104\t0.089\t0.61\t0.10\t0.508\t0.029\t-0.678\t0.083\t\n",
"OGLE-BLG-RRLYR-25908\t0.617\t0.054\t0.731\t0.020\t1.578\t0.043\t6190\t110\t0.269\t0.089\t0.87\t0.10\t0.600\t0.030\t-0.654\t0.080\t\n",
"OGLE-BLG-RRLYR-25921\t0.668\t0.055\t0.796\t0.022\t1.808\t0.044\t6510\t110\t-0.188\t0.091\t0.32\t0.10\t0.511\t0.029\t-0.980\t0.085\t\n",
"OGLE-BLG-RRLYR-25935\t0.642\t0.053\t0.738\t0.020\t1.651\t0.043\t6380\t100\t0.179\t0.089\t0.70\t0.10\t0.540\t0.028\t-0.665\t0.079\t\n",
"OGLE-BLG-RRLYR-25971\t0.578\t0.070\t0.787\t0.026\t1.783\t0.047\t6510\t120\t-0.18\t0.10\t0.35\t0.11\t0.520\t0.032\t-0.98\t0.10\t\n",
"OGLE-BLG-RRLYR-25972\t0.672\t0.065\t0.723\t0.023\t1.632\t0.046\t6420\t110\t0.222\t0.093\t0.74\t0.10\t0.537\t0.029\t-0.613\t0.088\t\n",
"OGLE-BLG-RRLYR-25979\t0.676\t0.053\t0.757\t0.021\t1.633\t0.043\t6200\t100\t0.162\t0.090\t0.75\t0.10\t0.591\t0.029\t-0.754\t0.082\t\n",
"OGLE-BLG-RRLYR-25981\t0.564\t0.057\t0.676\t0.021\t1.557\t0.045\t6500\t100\t0.376\t0.093\t0.89\t0.10\t0.523\t0.028\t-0.440\t0.084\t\n",
"OGLE-BLG-RRLYR-25987\t0.518\t0.053\t0.744\t0.021\t1.791\t0.042\t6850\t110\t-0.127\t0.089\t0.29\t0.10\t0.431\t0.031\t-0.796\t0.085\t\n",
"OGLE-BLG-RRLYR-26154\t0.633\t0.053\t0.702\t0.020\t1.619\t0.044\t6550\t110\t0.259\t0.091\t0.76\t0.10\t0.501\t0.030\t-0.532\t0.081\t\n",
"OGLE-BLG-RRLYR-26173\t0.659\t0.056\t0.724\t0.020\t1.666\t0.043\t6530\t100\t0.155\t0.089\t0.65\t0.10\t0.509\t0.029\t-0.637\t0.081\t\n",
"OGLE-BLG-RRLYR-26178\t0.629\t0.061\t0.714\t0.021\t1.576\t0.044\t6280\t110\t0.304\t0.091\t0.88\t0.10\t0.576\t0.029\t-0.590\t0.085\t\n",
"OGLE-BLG-RRLYR-26195\t0.651\t0.057\t0.780\t0.021\t1.746\t0.044\t6420\t110\t-0.083\t0.092\t0.46\t0.10\t0.541\t0.029\t-0.920\t0.087\t\n",
"OGLE-BLG-RRLYR-26210\t0.602\t0.056\t0.710\t0.021\t1.666\t0.043\t6640\t100\t0.159\t0.089\t0.64\t0.10\t0.486\t0.029\t-0.594\t0.082\t\n",
"OGLE-BLG-RRLYR-26241\t0.572\t0.056\t0.793\t0.021\t1.706\t0.042\t6210\t110\t-0.065\t0.090\t0.522\t0.099\t0.588\t0.030\t-0.981\t0.086\t\n",
"OGLE-BLG-RRLYR-26246\t0.678\t0.055\t0.716\t0.021\t1.671\t0.043\t6620\t110\t0.134\t0.090\t0.64\t0.10\t0.498\t0.029\t-0.635\t0.084\t\n",
"OGLE-BLG-RRLYR-26301\t0.650\t0.057\t0.736\t0.021\t1.691\t0.043\t6540\t100\t0.078\t0.089\t0.59\t0.10\t0.512\t0.029\t-0.715\t0.083\t\n",
"OGLE-BLG-RRLYR-26305\t0.580\t0.057\t0.721\t0.022\t1.559\t0.042\t6200\t120\t0.286\t0.088\t0.88\t0.10\t0.597\t0.034\t-0.631\t0.085\t\n",
"OGLE-BLG-RRLYR-26323\t0.670\t0.056\t0.730\t0.021\t1.650\t0.044\t6450\t100\t0.192\t0.090\t0.70\t0.10\t0.529\t0.029\t-0.635\t0.083\t\n",
"OGLE-BLG-RRLYR-26417\t0.735\t0.066\t0.796\t0.025\t1.814\t0.046\t6530\t110\t-0.180\t0.096\t0.33\t0.10\t0.513\t0.031\t-0.982\t0.097\t\n",
"OGLE-BLG-RRLYR-26447\t0.772\t0.058\t0.806\t0.021\t1.779\t0.044\t6350\t100\t-0.149\t0.091\t0.41\t0.10\t0.561\t0.029\t-1.013\t0.083\t\n",
"OGLE-BLG-RRLYR-26458\t0.602\t0.058\t0.689\t0.021\t1.573\t0.045\t6470\t100\t0.332\t0.091\t0.87\t0.10\t0.533\t0.029\t-0.489\t0.083\t\n",
"OGLE-BLG-RRLYR-26462\t0.651\t0.057\t0.788\t0.022\t1.767\t0.044\t6440\t110\t-0.133\t0.092\t0.40\t0.10\t0.534\t0.030\t-0.958\t0.087\t\n",
"OGLE-BLG-RRLYR-26517\t0.568\t0.052\t0.703\t0.020\t1.513\t0.042\t6140\t100\t0.386\t0.088\t1.008\t0.099\t0.614\t0.029\t-0.559\t0.079\t\n",
"OGLE-BLG-RRLYR-26534\t0.571\t0.064\t0.714\t0.025\t1.634\t0.049\t6490\t120\t0.18\t0.10\t0.71\t0.11\t0.523\t0.032\t-0.63\t0.10\t\n",
"OGLE-BLG-RRLYR-26540\t0.732\t0.055\t0.739\t0.020\t1.637\t0.043\t6300\t100\t0.186\t0.090\t0.75\t0.10\t0.571\t0.029\t-0.703\t0.083\t\n",
"OGLE-BLG-RRLYR-26586\t0.704\t0.053\t0.738\t0.021\t1.625\t0.042\t6270\t100\t0.206\t0.088\t0.77\t0.10\t0.573\t0.029\t-0.682\t0.081\t\n",
"OGLE-BLG-RRLYR-26607\t0.620\t0.055\t0.725\t0.021\t1.584\t0.043\t6240\t100\t0.264\t0.090\t0.83\t0.10\t0.579\t0.029\t-0.636\t0.082\t\n",
"OGLE-BLG-RRLYR-26687\t0.560\t0.054\t0.709\t0.020\t1.603\t0.042\t6430\t100\t0.232\t0.088\t0.77\t0.10\t0.541\t0.028\t-0.603\t0.080\t\n",
"OGLE-BLG-RRLYR-26706\t0.672\t0.075\t0.728\t0.025\t1.638\t0.049\t6410\t110\t0.18\t0.10\t0.72\t0.11\t0.548\t0.031\t-0.66\t0.10\t\n",
"OGLE-BLG-RRLYR-26715\t0.580\t0.056\t0.726\t0.021\t1.613\t0.043\t6340\t100\t0.221\t0.089\t0.77\t0.10\t0.556\t0.029\t-0.643\t0.083\t\n",
"OGLE-BLG-RRLYR-26839\t0.652\t0.060\t0.748\t0.021\t1.644\t0.043\t6280\t110\t0.127\t0.091\t0.70\t0.10\t0.577\t0.030\t-0.760\t0.087\t\n",
"OGLE-BLG-RRLYR-26864\t0.668\t0.056\t0.743\t0.022\t1.699\t0.044\t6530\t110\t0.112\t0.092\t0.60\t0.10\t0.505\t0.029\t-0.686\t0.087\t\n",
"OGLE-BLG-RRLYR-26897\t0.640\t0.055\t0.709\t0.020\t1.618\t0.043\t6470\t100\t0.240\t0.088\t0.775\t0.099\t0.530\t0.029\t-0.575\t0.080\t\n",
"OGLE-BLG-RRLYR-26901\t0.583\t0.055\t0.678\t0.020\t1.617\t0.043\t6710\t100\t0.270\t0.089\t0.75\t0.10\t0.476\t0.029\t-0.467\t0.081\t\n",
"OGLE-BLG-RRLYR-26911\t0.683\t0.052\t0.742\t0.020\t1.593\t0.042\t6140\t100\t0.228\t0.087\t0.838\t0.099\t0.611\t0.029\t-0.715\t0.079\t\n",
"OGLE-BLG-RRLYR-26913\t0.626\t0.056\t0.722\t0.020\t1.718\t0.043\t6750\t100\t0.049\t0.089\t0.51\t0.10\t0.461\t0.029\t-0.670\t0.081\t\n",
"OGLE-BLG-RRLYR-26918\t0.573\t0.054\t0.687\t0.020\t1.620\t0.042\t6660\t110\t0.247\t0.088\t0.742\t0.099\t0.487\t0.029\t-0.506\t0.080\t\n",
"OGLE-BLG-RRLYR-26933\t0.640\t0.053\t0.711\t0.020\t1.612\t0.043\t6430\t100\t0.265\t0.089\t0.79\t0.10\t0.536\t0.028\t-0.567\t0.080\t\n",
"OGLE-BLG-RRLYR-26937\t0.656\t0.050\t0.821\t0.019\t1.675\t0.042\t5890\t100\t-0.016\t0.088\t0.66\t0.10\t0.672\t0.028\t-1.052\t0.078\t\n",
"OGLE-BLG-RRLYR-26955\t0.730\t0.054\t0.770\t0.021\t1.656\t0.042\t6140\t110\t0.100\t0.087\t0.718\t0.098\t0.609\t0.030\t-0.845\t0.080\t\n",
"OGLE-BLG-RRLYR-26959\t0.718\t0.068\t0.786\t0.024\t1.764\t0.049\t6420\t110\t-0.10\t0.10\t0.41\t0.11\t0.531\t0.030\t-0.930\t0.098\t\n",
"OGLE-BLG-RRLYR-26961\t0.639\t0.051\t0.727\t0.019\t1.553\t0.042\t6100\t100\t0.276\t0.088\t0.922\t0.099\t0.636\t0.028\t-0.701\t0.079\t\n",
"OGLE-BLG-RRLYR-27010\t0.658\t0.054\t0.742\t0.021\t1.639\t0.043\t6310\t100\t0.190\t0.089\t0.74\t0.10\t0.562\t0.029\t-0.690\t0.080\t\n",
"OGLE-BLG-RRLYR-27022\t0.675\t0.063\t0.717\t0.022\t1.652\t0.045\t6530\t100\t0.185\t0.092\t0.70\t0.10\t0.518\t0.029\t-0.622\t0.087\t\n",
"OGLE-BLG-RRLYR-27025\t0.657\t0.056\t0.725\t0.021\t1.616\t0.043\t6350\t110\t0.220\t0.091\t0.77\t0.10\t0.559\t0.029\t-0.646\t0.085\t\n",
"OGLE-BLG-RRLYR-27060\t0.613\t0.059\t0.718\t0.021\t1.610\t0.044\t6390\t100\t0.234\t0.090\t0.78\t0.10\t0.551\t0.029\t-0.624\t0.084\t\n",
"OGLE-BLG-RRLYR-27196\t0.524\t0.056\t0.743\t0.020\t1.694\t0.043\t6510\t110\t0.003\t0.089\t0.53\t0.10\t0.519\t0.030\t-0.795\t0.082\t\n",
"OGLE-BLG-RRLYR-27229\t0.593\t0.050\t0.804\t0.019\t1.709\t0.042\t6140\t100\t-0.071\t0.087\t0.536\t0.098\t0.609\t0.028\t-1.015\t0.078\t\n",
"OGLE-BLG-RRLYR-27268\t0.568\t0.054\t0.677\t0.021\t1.552\t0.044\t6460\t110\t0.386\t0.092\t0.91\t0.10\t0.529\t0.030\t-0.443\t0.082\t\n",
"OGLE-BLG-RRLYR-27359\t0.711\t0.071\t0.716\t0.025\t1.621\t0.046\t6420\t110\t0.257\t0.097\t0.78\t0.10\t0.540\t0.031\t-0.588\t0.099\t\n",
"OGLE-BLG-RRLYR-27446\t0.602\t0.052\t0.756\t0.021\t1.648\t0.042\t6240\t110\t0.083\t0.089\t0.673\t0.099\t0.586\t0.030\t-0.813\t0.083\t\n",
"OGLE-BLG-RRLYR-27451\t0.733\t0.055\t0.721\t0.020\t1.653\t0.043\t6510\t100\t0.192\t0.088\t0.721\t0.099\t0.525\t0.028\t-0.625\t0.080\t\n",
"OGLE-BLG-RRLYR-27463\t0.670\t0.060\t0.754\t0.022\t1.729\t0.045\t6550\t110\t-0.005\t0.093\t0.50\t0.10\t0.511\t0.030\t-0.797\t0.089\t\n",
"OGLE-BLG-RRLYR-27573\t0.575\t0.052\t0.738\t0.022\t1.662\t0.043\t6440\t110\t0.077\t0.092\t0.61\t0.10\t0.540\t0.030\t-0.784\t0.089\t\n",
"OGLE-BLG-RRLYR-27584\t0.609\t0.058\t0.764\t0.022\t1.793\t0.044\t6700\t100\t-0.158\t0.093\t0.34\t0.10\t0.476\t0.029\t-0.887\t0.089\t\n",
"OGLE-BLG-RRLYR-27588\t0.644\t0.058\t0.700\t0.021\t1.615\t0.044\t6530\t110\t0.271\t0.090\t0.78\t0.10\t0.518\t0.029\t-0.542\t0.085\t\n",
"OGLE-BLG-RRLYR-27596\t0.602\t0.058\t0.722\t0.022\t1.560\t0.042\t6180\t110\t0.290\t0.089\t0.890\t0.099\t0.601\t0.031\t-0.638\t0.085\t\n",
"OGLE-BLG-RRLYR-27598\t0.582\t0.061\t0.703\t0.022\t1.566\t0.044\t6320\t110\t0.315\t0.091\t0.87\t0.10\t0.563\t0.030\t-0.559\t0.086\t\n",
"OGLE-BLG-RRLYR-27605\t0.718\t0.056\t0.738\t0.020\t1.651\t0.043\t6370\t100\t0.165\t0.090\t0.71\t0.10\t0.555\t0.028\t-0.699\t0.082\t\n",
"OGLE-BLG-RRLYR-27653\t0.637\t0.052\t0.737\t0.020\t1.589\t0.042\t6190\t100\t0.264\t0.088\t0.852\t0.099\t0.597\t0.028\t-0.663\t0.079\t\n",
"OGLE-BLG-RRLYR-27657\t0.642\t0.051\t0.739\t0.020\t1.633\t0.043\t6320\t100\t0.209\t0.089\t0.75\t0.10\t0.556\t0.028\t-0.667\t0.079\t\n",
"OGLE-BLG-RRLYR-27785\t0.524\t0.050\t0.686\t0.019\t1.627\t0.042\t6690\t110\t0.218\t0.087\t0.696\t0.099\t0.476\t0.030\t-0.527\t0.079\t\n",
"OGLE-BLG-RRLYR-27810\t0.682\t0.058\t0.774\t0.022\t1.807\t0.044\t6690\t110\t-0.166\t0.091\t0.31\t0.10\t0.478\t0.030\t-0.908\t0.087\t\n",
"OGLE-BLG-RRLYR-27826\t0.621\t0.050\t0.761\t0.019\t1.683\t0.042\t6330\t100\t0.038\t0.087\t0.596\t0.098\t0.559\t0.028\t-0.821\t0.078\t\n",
"OGLE-BLG-RRLYR-27831\t0.603\t0.057\t0.710\t0.021\t1.654\t0.043\t6600\t100\t0.171\t0.089\t0.66\t0.10\t0.496\t0.029\t-0.596\t0.083\t\n",
"OGLE-BLG-RRLYR-27849\t0.599\t0.058\t0.730\t0.021\t1.604\t0.045\t6270\t100\t0.218\t0.093\t0.78\t0.10\t0.573\t0.029\t-0.674\t0.087\t\n",
"OGLE-BLG-RRLYR-27878\t0.636\t0.055\t0.767\t0.020\t1.783\t0.044\t6650\t100\t-0.135\t0.091\t0.35\t0.10\t0.486\t0.028\t-0.884\t0.082\t\n",
"OGLE-BLG-RRLYR-27909\t0.629\t0.059\t0.697\t0.020\t1.583\t0.043\t6450\t100\t0.298\t0.090\t0.84\t0.10\t0.542\t0.029\t-0.536\t0.083\t\n",
"OGLE-BLG-RRLYR-27931\t0.582\t0.051\t0.732\t0.019\t1.699\t0.042\t6630\t100\t0.048\t0.088\t0.54\t0.10\t0.497\t0.028\t-0.718\t0.077\t\n",
"OGLE-BLG-RRLYR-27943\t0.536\t0.051\t0.719\t0.020\t1.739\t0.042\t6840\t100\t-0.011\t0.089\t0.439\t0.099\t0.440\t0.028\t-0.701\t0.081\t\n",
"OGLE-BLG-RRLYR-27963\t0.673\t0.050\t0.721\t0.019\t1.576\t0.042\t6250\t100\t0.309\t0.087\t0.896\t0.099\t0.589\t0.028\t-0.594\t0.078\t\n",
"OGLE-BLG-RRLYR-27970\t0.622\t0.059\t0.695\t0.021\t1.563\t0.044\t6360\t100\t0.346\t0.092\t0.90\t0.10\t0.558\t0.029\t-0.519\t0.087\t\n",
"OGLE-BLG-RRLYR-28013\t0.583\t0.050\t0.679\t0.019\t1.562\t0.042\t6480\t100\t0.330\t0.088\t0.858\t0.098\t0.532\t0.028\t-0.530\t0.079\t\n",
"OGLE-BLG-RRLYR-28047\t0.586\t0.053\t0.728\t0.020\t1.594\t0.043\t6260\t100\t0.232\t0.090\t0.81\t0.10\t0.581\t0.029\t-0.664\t0.081\t\n",
"OGLE-BLG-RRLYR-28137\t0.646\t0.053\t0.720\t0.020\t1.629\t0.042\t6440\t100\t0.212\t0.089\t0.74\t0.10\t0.534\t0.028\t-0.616\t0.080\t\n",
"OGLE-BLG-RRLYR-28196\t0.575\t0.056\t0.675\t0.021\t1.572\t0.043\t6550\t110\t0.361\t0.090\t0.88\t0.10\t0.511\t0.030\t-0.438\t0.085\t\n",
"OGLE-BLG-RRLYR-28261\t0.604\t0.054\t0.699\t0.020\t1.649\t0.043\t6670\t100\t0.211\t0.089\t0.69\t0.10\t0.478\t0.029\t-0.528\t0.081\t\n",
"OGLE-BLG-RRLYR-28461\t0.585\t0.058\t0.747\t0.023\t1.692\t0.045\t6460\t110\t0.045\t0.094\t0.57\t0.10\t0.531\t0.030\t-0.786\t0.091\t\n",
"OGLE-BLG-RRLYR-28491\t0.558\t0.066\t0.715\t0.025\t1.678\t0.046\t6660\t130\t0.106\t0.097\t0.59\t0.10\t0.485\t0.034\t-0.64\t0.10\t\n",
"OGLE-BLG-RRLYR-28511\t0.654\t0.054\t0.726\t0.021\t1.590\t0.042\t6240\t110\t0.274\t0.088\t0.862\t0.099\t0.584\t0.029\t-0.627\t0.082\t\n",
"OGLE-BLG-RRLYR-28549\t0.689\t0.057\t0.715\t0.021\t1.628\t0.044\t6470\t110\t0.218\t0.090\t0.76\t0.10\t0.536\t0.030\t-0.607\t0.084\t\n",
"OGLE-BLG-RRLYR-28615\t0.657\t0.056\t0.719\t0.021\t1.718\t0.043\t6760\t110\t0.061\t0.090\t0.51\t0.10\t0.456\t0.029\t-0.652\t0.083\t\n",
"OGLE-BLG-RRLYR-28616\t0.553\t0.057\t0.697\t0.022\t1.518\t0.042\t6210\t110\t0.386\t0.088\t0.984\t0.099\t0.596\t0.032\t-0.529\t0.085\t\n",
"OGLE-BLG-RRLYR-28634\t0.570\t0.055\t0.731\t0.021\t1.719\t0.043\t6690\t100\t0.022\t0.091\t0.50\t0.10\t0.474\t0.029\t-0.715\t0.086\t\n",
"OGLE-BLG-RRLYR-28956\t0.667\t0.053\t0.758\t0.020\t1.593\t0.042\t6030\t110\t0.195\t0.087\t0.851\t0.099\t0.646\t0.030\t-0.787\t0.080\t\n",
"OGLE-BLG-RRLYR-29031\t0.647\t0.054\t0.793\t0.021\t1.701\t0.043\t6180\t110\t-0.050\t0.090\t0.54\t0.10\t0.600\t0.030\t-0.978\t0.085\t\n",
"OGLE-BLG-RRLYR-29064\t0.547\t0.051\t0.660\t0.019\t1.540\t0.042\t6550\t100\t0.415\t0.087\t0.944\t0.099\t0.513\t0.028\t-0.383\t0.079\t\n",
"OGLE-BLG-RRLYR-29095\t0.678\t0.065\t0.709\t0.023\t1.601\t0.047\t6400\t100\t0.282\t0.097\t0.82\t0.11\t0.546\t0.029\t-0.571\t0.090\t\n",
"OGLE-BLG-RRLYR-29159\t0.710\t0.053\t0.746\t0.021\t1.581\t0.043\t6080\t110\t0.252\t0.089\t0.89\t0.10\t0.637\t0.030\t-0.722\t0.082\t\n",
"OGLE-BLG-RRLYR-29204\t0.607\t0.071\t0.744\t0.024\t1.640\t0.046\t6320\t120\t0.127\t0.095\t0.71\t0.10\t0.571\t0.031\t-0.749\t0.096\t\n",
"OGLE-BLG-RRLYR-29248\t0.712\t0.056\t0.771\t0.020\t1.730\t0.044\t6440\t100\t-0.029\t0.089\t0.52\t0.10\t0.540\t0.029\t-0.861\t0.081\t\n",
"OGLE-BLG-RRLYR-29390\t0.661\t0.065\t0.706\t0.022\t1.592\t0.045\t6410\t100\t0.294\t0.094\t0.84\t0.10\t0.550\t0.029\t-0.559\t0.090\t\n",
"OGLE-BLG-RRLYR-29397\t0.691\t0.057\t0.740\t0.022\t1.676\t0.045\t6460\t100\t0.152\t0.091\t0.65\t0.10\t0.521\t0.029\t-0.664\t0.083\t\n",
"OGLE-BLG-RRLYR-29528\t0.656\t0.058\t0.715\t0.021\t1.599\t0.044\t6360\t100\t0.264\t0.090\t0.82\t0.10\t0.561\t0.029\t-0.609\t0.085\t\n",
"OGLE-BLG-RRLYR-29547\t0.654\t0.055\t0.717\t0.020\t1.586\t0.042\t6290\t110\t0.283\t0.088\t0.860\t0.099\t0.574\t0.029\t-0.611\t0.082\t\n",
"OGLE-BLG-RRLYR-29611\t0.730\t0.055\t0.746\t0.021\t1.643\t0.045\t6290\t110\t0.173\t0.093\t0.73\t0.11\t0.569\t0.029\t-0.714\t0.084\t\n",
"OGLE-BLG-RRLYR-29817\t0.638\t0.060\t0.725\t0.021\t1.695\t0.044\t6640\t110\t0.098\t0.090\t0.58\t0.10\t0.488\t0.029\t-0.661\t0.084\t\n",
"OGLE-BLG-RRLYR-29914\t0.569\t0.055\t0.674\t0.021\t1.549\t0.044\t6470\t100\t0.407\t0.091\t0.91\t0.10\t0.522\t0.029\t-0.412\t0.083\t\n",
"OGLE-BLG-RRLYR-29926\t0.634\t0.064\t0.761\t0.023\t1.597\t0.044\t6060\t110\t0.169\t0.094\t0.80\t0.10\t0.633\t0.032\t-0.805\t0.093\t\n",
"OGLE-BLG-RRLYR-29935\t0.694\t0.055\t0.728\t0.020\t1.618\t0.044\t6330\t100\t0.218\t0.090\t0.79\t0.10\t0.570\t0.028\t-0.669\t0.082\t\n",
"OGLE-BLG-RRLYR-30026\t0.547\t0.053\t0.663\t0.019\t1.564\t0.042\t6630\t100\t0.376\t0.088\t0.87\t0.10\t0.493\t0.029\t-0.395\t0.079\t\n",
"OGLE-BLG-RRLYR-30042\t0.598\t0.061\t0.697\t0.021\t1.539\t0.046\t6300\t110\t0.358\t0.093\t0.94\t0.10\t0.576\t0.030\t-0.535\t0.088\t\n",
"OGLE-BLG-RRLYR-30105\t0.551\t0.050\t0.701\t0.019\t1.634\t0.042\t6620\t100\t0.195\t0.087\t0.701\t0.099\t0.498\t0.028\t-0.575\t0.077\t\n",
"OGLE-BLG-RRLYR-30140\t0.618\t0.059\t0.704\t0.021\t1.622\t0.044\t6540\t100\t0.230\t0.090\t0.75\t0.10\t0.517\t0.029\t-0.569\t0.083\t\n",
"OGLE-BLG-RRLYR-30158\t0.711\t0.053\t0.764\t0.020\t1.679\t0.042\t6280\t100\t0.066\t0.089\t0.64\t0.10\t0.575\t0.028\t-0.819\t0.080\t\n",
"OGLE-BLG-RRLYR-30197\t0.589\t0.051\t0.724\t0.019\t1.689\t0.042\t6640\t100\t0.082\t0.088\t0.57\t0.10\t0.490\t0.028\t-0.677\t0.079\t\n",
"OGLE-BLG-RRLYR-30284\t0.599\t0.057\t0.691\t0.021\t1.570\t0.044\t6440\t110\t0.373\t0.093\t0.90\t0.11\t0.536\t0.030\t-0.466\t0.084\t\n",
"OGLE-BLG-RRLYR-30335\t0.617\t0.053\t0.714\t0.020\t1.652\t0.043\t6580\t100\t0.167\t0.089\t0.68\t0.10\t0.507\t0.029\t-0.622\t0.081\t\n",
"OGLE-BLG-RRLYR-30351\t0.657\t0.054\t0.793\t0.021\t1.755\t0.043\t6380\t110\t-0.127\t0.090\t0.43\t0.10\t0.559\t0.032\t-0.995\t0.088\t\n",
"OGLE-BLG-RRLYR-30448\t0.729\t0.054\t0.773\t0.021\t1.697\t0.043\t6280\t100\t0.036\t0.090\t0.61\t0.10\t0.575\t0.028\t-0.859\t0.084\t\n",
"OGLE-BLG-RRLYR-30452\t0.700\t0.062\t0.778\t0.022\t1.767\t0.045\t6500\t110\t-0.101\t0.095\t0.41\t0.11\t0.519\t0.030\t-0.905\t0.090\t\n",
"OGLE-BLG-RRLYR-30454\t0.728\t0.055\t0.812\t0.021\t1.766\t0.043\t6260\t110\t-0.150\t0.090\t0.42\t0.10\t0.578\t0.029\t-1.047\t0.086\t\n",
"OGLE-BLG-RRLYR-30465\t0.632\t0.057\t0.743\t0.020\t1.747\t0.042\t6710\t110\t-0.024\t0.089\t0.458\t0.099\t0.476\t0.029\t-0.756\t0.084\t\n",
"OGLE-BLG-RRLYR-30545\t0.726\t0.053\t0.750\t0.020\t1.725\t0.043\t6560\t100\t0.072\t0.088\t0.56\t0.10\t0.500\t0.028\t-0.706\t0.080\t\n",
"OGLE-BLG-RRLYR-30546\t0.685\t0.054\t0.709\t0.020\t1.659\t0.043\t6630\t100\t0.186\t0.089\t0.68\t0.10\t0.495\t0.029\t-0.584\t0.081\t\n",
"OGLE-BLG-RRLYR-30552\t0.713\t0.050\t0.805\t0.019\t1.802\t0.042\t6427\t99\t-0.194\t0.087\t0.339\t0.099\t0.534\t0.028\t-1.018\t0.078\t\n",
"OGLE-BLG-RRLYR-30582\t0.581\t0.053\t0.695\t0.020\t1.640\t0.042\t6670\t100\t0.223\t0.087\t0.707\t0.099\t0.480\t0.028\t-0.515\t0.078\t\n",
"OGLE-BLG-RRLYR-30591\t0.572\t0.049\t0.694\t0.019\t1.651\t0.041\t6700\t100\t0.175\t0.087\t0.657\t0.098\t0.474\t0.028\t-0.557\t0.077\t\n",
"OGLE-BLG-RRLYR-30592\t0.671\t0.062\t0.715\t0.022\t1.657\t0.045\t6580\t110\t0.173\t0.092\t0.68\t0.10\t0.509\t0.030\t-0.616\t0.088\t\n",
"OGLE-BLG-RRLYR-30611\t0.578\t0.050\t0.745\t0.019\t1.531\t0.042\t5940\t100\t0.303\t0.087\t0.978\t0.098\t0.668\t0.028\t-0.733\t0.078\t\n",
"OGLE-BLG-RRLYR-30638\t0.632\t0.053\t0.693\t0.020\t1.621\t0.043\t6600\t100\t0.283\t0.090\t0.76\t0.10\t0.491\t0.028\t-0.485\t0.081\t\n",
"OGLE-BLG-RRLYR-30644\t0.619\t0.054\t0.710\t0.020\t1.608\t0.042\t6450\t100\t0.230\t0.089\t0.776\t0.099\t0.540\t0.028\t-0.608\t0.081\t\n",
"OGLE-BLG-RRLYR-30660\t0.615\t0.060\t0.724\t0.021\t1.685\t0.046\t6620\t110\t0.093\t0.094\t0.59\t0.11\t0.498\t0.030\t-0.681\t0.087\t\n",
"OGLE-BLG-RRLYR-30689\t0.743\t0.051\t0.765\t0.019\t1.708\t0.042\t6370\t100\t0.050\t0.087\t0.581\t0.099\t0.542\t0.028\t-0.797\t0.078\t\n",
"OGLE-BLG-RRLYR-30702\t0.720\t0.054\t0.750\t0.020\t1.613\t0.042\t6150\t100\t0.183\t0.088\t0.810\t0.099\t0.616\t0.028\t-0.766\t0.080\t\n",
"OGLE-BLG-RRLYR-30759\t0.604\t0.052\t0.708\t0.020\t1.600\t0.042\t6420\t100\t0.285\t0.087\t0.816\t0.099\t0.535\t0.028\t-0.553\t0.078\t\n",
"OGLE-BLG-RRLYR-30786\t0.678\t0.054\t0.788\t0.020\t1.772\t0.043\t6470\t110\t-0.130\t0.089\t0.41\t0.10\t0.534\t0.030\t-0.959\t0.082\t\n",
"OGLE-BLG-RRLYR-30904\t0.674\t0.055\t0.799\t0.021\t1.737\t0.043\t6250\t110\t-0.105\t0.091\t0.49\t0.10\t0.583\t0.030\t-1.006\t0.087\t\n",
"OGLE-BLG-RRLYR-30909\t0.750\t0.062\t0.799\t0.023\t1.845\t0.045\t6620\t110\t-0.248\t0.093\t0.23\t0.10\t0.488\t0.030\t-1.003\t0.089\t\n",
"OGLE-BLG-RRLYR-30936\t0.613\t0.050\t0.728\t0.019\t1.713\t0.042\t6700\t100\t0.040\t0.087\t0.520\t0.099\t0.478\t0.028\t-0.695\t0.078\t\n",
"OGLE-BLG-RRLYR-31043\t0.574\t0.055\t0.706\t0.020\t1.523\t0.042\t6160\t110\t0.389\t0.087\t1.004\t0.099\t0.606\t0.030\t-0.548\t0.080\t\n",
"OGLE-BLG-RRLYR-31075\t0.578\t0.055\t0.725\t0.020\t1.686\t0.043\t6630\t120\t0.083\t0.090\t0.57\t0.10\t0.495\t0.032\t-0.680\t0.083\t\n",
"OGLE-BLG-RRLYR-31113\t0.543\t0.052\t0.729\t0.021\t1.682\t0.042\t6560\t110\t0.059\t0.088\t0.568\t0.099\t0.507\t0.031\t-0.729\t0.086\t\n",
"OGLE-BLG-RRLYR-31221\t0.632\t0.057\t0.718\t0.021\t1.588\t0.044\t6300\t110\t0.257\t0.090\t0.84\t0.10\t0.577\t0.029\t-0.634\t0.082\t\n",
"OGLE-BLG-RRLYR-31258\t0.677\t0.060\t0.711\t0.022\t1.614\t0.044\t6450\t110\t0.245\t0.091\t0.79\t0.10\t0.540\t0.029\t-0.587\t0.085\t\n",
"OGLE-BLG-RRLYR-31277\t0.674\t0.065\t0.728\t0.023\t1.630\t0.047\t6380\t120\t0.201\t0.097\t0.75\t0.11\t0.553\t0.032\t-0.656\t0.094\t\n",
"OGLE-BLG-RRLYR-31285\t0.722\t0.059\t0.725\t0.021\t1.646\t0.045\t6450\t100\t0.185\t0.092\t0.71\t0.10\t0.537\t0.029\t-0.658\t0.084\t\n",
"OGLE-BLG-RRLYR-31309\t0.734\t0.051\t0.790\t0.019\t1.678\t0.042\t6100\t100\t0.047\t0.087\t0.657\t0.098\t0.615\t0.028\t-0.916\t0.078\t\n",
"OGLE-BLG-RRLYR-31320\t0.591\t0.055\t0.700\t0.021\t1.612\t0.044\t6510\t110\t0.287\t0.091\t0.78\t0.10\t0.507\t0.029\t-0.513\t0.082\t\n",
"OGLE-BLG-RRLYR-31330\t0.648\t0.054\t0.773\t0.022\t1.622\t0.043\t6050\t110\t0.144\t0.089\t0.786\t0.099\t0.640\t0.030\t-0.837\t0.085\t\n",
"OGLE-BLG-RRLYR-31387\t0.637\t0.057\t0.747\t0.021\t1.727\t0.044\t6610\t100\t-0.007\t0.091\t0.50\t0.10\t0.503\t0.029\t-0.793\t0.085\t\n",
"OGLE-BLG-RRLYR-31427\t0.556\t0.051\t0.709\t0.020\t1.527\t0.042\t6180\t100\t0.378\t0.088\t0.983\t0.099\t0.602\t0.028\t-0.557\t0.079\t\n",
"OGLE-BLG-RRLYR-31455\t0.666\t0.051\t0.792\t0.019\t1.728\t0.042\t6270\t100\t-0.081\t0.087\t0.479\t0.099\t0.572\t0.029\t-0.964\t0.078\t\n",
"OGLE-BLG-RRLYR-31465\t0.687\t0.050\t0.752\t0.019\t1.573\t0.042\t6023\t99\t0.282\t0.087\t0.924\t0.098\t0.647\t0.028\t-0.713\t0.078\t\n",
"OGLE-BLG-RRLYR-31471\t0.687\t0.051\t0.799\t0.019\t1.772\t0.042\t6410\t100\t-0.153\t0.087\t0.401\t0.098\t0.552\t0.028\t-1.005\t0.078\t\n",
"OGLE-BLG-RRLYR-31474\t0.614\t0.054\t0.695\t0.020\t1.660\t0.043\t6720\t100\t0.215\t0.089\t0.66\t0.10\t0.460\t0.028\t-0.504\t0.080\t\n",
"OGLE-BLG-RRLYR-31524\t0.661\t0.052\t0.772\t0.020\t1.756\t0.042\t6530\t100\t-0.083\t0.088\t0.435\t0.099\t0.517\t0.029\t-0.884\t0.080\t\n",
"OGLE-BLG-RRLYR-31527\t0.654\t0.052\t0.793\t0.020\t1.843\t0.042\t6690\t100\t-0.259\t0.088\t0.228\t0.099\t0.480\t0.028\t-0.997\t0.080\t\n",
"OGLE-BLG-RRLYR-31535\t0.705\t0.050\t0.757\t0.019\t1.656\t0.042\t6276\t99\t0.155\t0.087\t0.711\t0.099\t0.567\t0.028\t-0.727\t0.077\t\n",
"OGLE-BLG-RRLYR-31551\t0.606\t0.061\t0.712\t0.021\t1.651\t0.046\t6560\t100\t0.170\t0.093\t0.66\t0.11\t0.502\t0.029\t-0.609\t0.084\t\n",
"OGLE-BLG-RRLYR-31582\t0.708\t0.054\t0.737\t0.020\t1.676\t0.043\t6470\t100\t0.122\t0.088\t0.64\t0.10\t0.531\t0.028\t-0.702\t0.080\t\n",
"OGLE-BLG-RRLYR-31583\t0.612\t0.053\t0.716\t0.020\t1.633\t0.043\t6490\t100\t0.193\t0.088\t0.72\t0.10\t0.526\t0.028\t-0.620\t0.080\t\n",
"OGLE-BLG-RRLYR-31606\t0.576\t0.050\t0.668\t0.019\t1.589\t0.042\t6680\t100\t0.351\t0.087\t0.821\t0.099\t0.471\t0.028\t-0.388\t0.078\t\n",
"OGLE-BLG-RRLYR-31607\t0.641\t0.052\t0.736\t0.020\t1.644\t0.043\t6370\t100\t0.156\t0.090\t0.69\t0.10\t0.551\t0.028\t-0.701\t0.080\t\n",
"OGLE-BLG-RRLYR-31634\t0.633\t0.050\t0.748\t0.019\t1.568\t0.042\t6050\t100\t0.260\t0.087\t0.900\t0.099\t0.638\t0.028\t-0.718\t0.078\t\n",
"OGLE-BLG-RRLYR-31637\t0.734\t0.051\t0.741\t0.019\t1.582\t0.042\t6104\t99\t0.331\t0.088\t0.934\t0.099\t0.612\t0.028\t-0.637\t0.079\t\n",
"OGLE-BLG-RRLYR-31660\t0.597\t0.054\t0.816\t0.021\t1.927\t0.043\t6840\t100\t-0.441\t0.091\t0.02\t0.10\t0.452\t0.028\t-1.125\t0.085\t\n",
"OGLE-BLG-RRLYR-31671\t0.678\t0.050\t0.735\t0.019\t1.692\t0.042\t6550\t100\t0.075\t0.087\t0.603\t0.099\t0.516\t0.028\t-0.729\t0.078\t\n",
"OGLE-BLG-RRLYR-31681\t0.659\t0.052\t0.721\t0.020\t1.641\t0.042\t6470\t100\t0.190\t0.088\t0.720\t0.099\t0.530\t0.028\t-0.632\t0.081\t\n",
"OGLE-BLG-RRLYR-31699\t0.554\t0.051\t0.671\t0.019\t1.630\t0.042\t6822\t99\t0.267\t0.087\t0.724\t0.099\t0.447\t0.028\t-0.425\t0.077\t\n",
"OGLE-BLG-RRLYR-31711\t0.690\t0.052\t0.758\t0.019\t1.780\t0.043\t6710\t100\t-0.092\t0.088\t0.38\t0.10\t0.474\t0.028\t-0.823\t0.079\t\n",
"OGLE-BLG-RRLYR-31766\t0.572\t0.052\t0.756\t0.020\t1.810\t0.042\t6830\t100\t-0.174\t0.088\t0.280\t0.099\t0.444\t0.028\t-0.855\t0.080\t\n",
"OGLE-BLG-RRLYR-31800\t0.542\t0.050\t0.706\t0.019\t1.572\t0.042\t6340\t100\t0.322\t0.087\t0.867\t0.099\t0.550\t0.028\t-0.546\t0.077\t\n",
"OGLE-BLG-RRLYR-31811\t0.525\t0.050\t0.668\t0.019\t1.655\t0.042\t6937\t99\t0.219\t0.087\t0.652\t0.098\t0.425\t0.028\t-0.439\t0.077\t\n",
"OGLE-BLG-RRLYR-31815\t0.622\t0.054\t0.739\t0.020\t1.627\t0.043\t6310\t100\t0.150\t0.089\t0.73\t0.10\t0.575\t0.028\t-0.737\t0.081\t\n",
"OGLE-BLG-RRLYR-31830\t0.618\t0.051\t0.709\t0.019\t1.662\t0.042\t6650\t100\t0.161\t0.087\t0.657\t0.099\t0.489\t0.028\t-0.590\t0.078\t\n",
"OGLE-BLG-RRLYR-31839\t0.721\t0.058\t0.740\t0.021\t1.613\t0.043\t6230\t100\t0.215\t0.090\t0.81\t0.10\t0.595\t0.029\t-0.708\t0.084\t\n",
"OGLE-BLG-RRLYR-31840\t0.683\t0.054\t0.771\t0.020\t1.619\t0.042\t6040\t110\t0.151\t0.088\t0.792\t0.099\t0.638\t0.030\t-0.830\t0.081\t\n",
"OGLE-BLG-RRLYR-31848\t0.577\t0.050\t0.721\t0.019\t1.667\t0.041\t6570\t100\t0.113\t0.087\t0.629\t0.098\t0.509\t0.028\t-0.674\t0.077\t\n",
"OGLE-BLG-RRLYR-31867\t0.680\t0.051\t0.801\t0.019\t1.748\t0.042\t6270\t100\t-0.124\t0.088\t0.45\t0.10\t0.575\t0.028\t-1.005\t0.079\t\n",
"OGLE-BLG-RRLYR-31872\t0.714\t0.051\t0.769\t0.019\t1.741\t0.042\t6480\t100\t-0.037\t0.088\t0.47\t0.10\t0.526\t0.028\t-0.852\t0.079\t\n",
"OGLE-BLG-RRLYR-31873\t0.559\t0.051\t0.692\t0.019\t1.653\t0.042\t6733\t99\t0.195\t0.087\t0.672\t0.099\t0.468\t0.028\t-0.529\t0.078\t\n",
"OGLE-BLG-RRLYR-31874\t0.562\t0.051\t0.695\t0.019\t1.631\t0.042\t6630\t100\t0.227\t0.087\t0.727\t0.098\t0.490\t0.028\t-0.523\t0.077\t\n",
"OGLE-BLG-RRLYR-31880\t0.647\t0.051\t0.713\t0.020\t1.660\t0.042\t6620\t100\t0.210\t0.088\t0.700\t0.099\t0.492\t0.028\t-0.555\t0.079\t\n",
"OGLE-BLG-RRLYR-31889\t0.612\t0.052\t0.735\t0.020\t1.688\t0.042\t6540\t100\t0.091\t0.088\t0.594\t0.099\t0.509\t0.028\t-0.704\t0.080\t\n",
"OGLE-BLG-RRLYR-31909\t0.586\t0.050\t0.702\t0.019\t1.708\t0.042\t6871\t99\t0.087\t0.087\t0.533\t0.098\t0.437\t0.028\t-0.589\t0.077\t\n",
"OGLE-BLG-RRLYR-31916\t0.754\t0.051\t0.801\t0.019\t1.761\t0.042\t6316\t99\t-0.112\t0.088\t0.45\t0.10\t0.567\t0.028\t-0.987\t0.078\t\n",
"OGLE-BLG-RRLYR-31935\t0.731\t0.050\t0.828\t0.019\t1.839\t0.042\t6400\t100\t-0.302\t0.087\t0.248\t0.098\t0.547\t0.028\t-1.143\t0.078\t\n",
"OGLE-BLG-RRLYR-31936\t0.721\t0.050\t0.740\t0.019\t1.622\t0.042\t6261\t99\t0.200\t0.087\t0.790\t0.098\t0.587\t0.028\t-0.711\t0.078\t\n",
"OGLE-BLG-RRLYR-31959\t0.559\t0.050\t0.751\t0.019\t1.777\t0.042\t6760\t100\t-0.109\t0.087\t0.358\t0.099\t0.463\t0.028\t-0.823\t0.077\t\n",
"OGLE-BLG-RRLYR-31961\t0.673\t0.050\t0.737\t0.019\t1.655\t0.042\t6409\t99\t0.177\t0.087\t0.698\t0.099\t0.535\t0.028\t-0.660\t0.077\t\n",
"OGLE-BLG-RRLYR-31963\t0.729\t0.050\t0.768\t0.019\t1.595\t0.042\t5980\t100\t0.206\t0.087\t0.861\t0.099\t0.654\t0.028\t-0.799\t0.077\t\n",
"OGLE-BLG-RRLYR-31981\t0.734\t0.051\t0.756\t0.019\t1.655\t0.042\t6260\t100\t0.147\t0.087\t0.713\t0.099\t0.575\t0.028\t-0.748\t0.078\t\n",
"OGLE-BLG-RRLYR-31982\t0.651\t0.054\t0.737\t0.020\t1.709\t0.043\t6630\t100\t0.048\t0.089\t0.55\t0.10\t0.499\t0.028\t-0.723\t0.080\t\n",
"OGLE-BLG-RRLYR-31995\t0.732\t0.051\t0.741\t0.019\t1.688\t0.042\t6500\t100\t0.100\t0.087\t0.630\t0.099\t0.529\t0.028\t-0.719\t0.078\t\n",
"OGLE-BLG-RRLYR-31997\t0.550\t0.050\t0.704\t0.019\t1.576\t0.042\t6370\t100\t0.308\t0.088\t0.852\t0.099\t0.552\t0.028\t-0.561\t0.078\t\n",
"OGLE-BLG-RRLYR-32005\t0.573\t0.051\t0.699\t0.019\t1.669\t0.042\t6750\t100\t0.146\t0.087\t0.624\t0.099\t0.468\t0.028\t-0.581\t0.078\t\n",
"OGLE-BLG-RRLYR-32013\t0.641\t0.051\t0.705\t0.019\t1.601\t0.043\t6441\t99\t0.275\t0.089\t0.80\t0.10\t0.535\t0.028\t-0.552\t0.079\t\n",
"OGLE-BLG-RRLYR-32019\t0.559\t0.051\t0.665\t0.019\t1.621\t0.042\t6830\t100\t0.302\t0.088\t0.727\t0.099\t0.427\t0.028\t-0.368\t0.078\t\n",
"OGLE-BLG-RRLYR-32035\t0.756\t0.050\t0.776\t0.019\t1.687\t0.042\t6220\t100\t0.042\t0.087\t0.633\t0.099\t0.592\t0.028\t-0.880\t0.078\t\n",
"OGLE-BLG-RRLYR-32045\t0.606\t0.052\t0.779\t0.020\t1.817\t0.042\t6690\t100\t-0.212\t0.088\t0.274\t0.099\t0.479\t0.029\t-0.953\t0.081\t\n",
"OGLE-BLG-RRLYR-32052\t0.676\t0.053\t0.716\t0.020\t1.617\t0.043\t6430\t100\t0.211\t0.089\t0.77\t0.10\t0.547\t0.029\t-0.634\t0.081\t\n",
"OGLE-BLG-RRLYR-32055\t0.741\t0.052\t0.744\t0.020\t1.699\t0.042\t6510\t100\t0.099\t0.088\t0.617\t0.099\t0.520\t0.028\t-0.709\t0.079\t\n",
"OGLE-BLG-RRLYR-32066\t0.574\t0.057\t0.684\t0.020\t1.623\t0.043\t6690\t110\t0.251\t0.089\t0.73\t0.10\t0.481\t0.030\t-0.496\t0.081\t\n",
"OGLE-BLG-RRLYR-32072\t0.621\t0.056\t0.741\t0.020\t1.683\t0.043\t6490\t110\t0.078\t0.089\t0.615\t0.099\t0.527\t0.029\t-0.737\t0.082\t\n",
"OGLE-BLG-RRLYR-32093\t0.604\t0.051\t0.706\t0.019\t1.599\t0.042\t6421\t99\t0.266\t0.087\t0.815\t0.098\t0.543\t0.028\t-0.568\t0.077\t\n",
"OGLE-BLG-RRLYR-32096\t0.641\t0.051\t0.703\t0.019\t1.662\t0.042\t6694\t99\t0.176\t0.087\t0.673\t0.099\t0.482\t0.028\t-0.569\t0.078\t\n",
"OGLE-BLG-RRLYR-32103\t0.569\t0.051\t0.688\t0.019\t1.668\t0.042\t6837\t99\t0.171\t0.087\t0.626\t0.099\t0.446\t0.028\t-0.518\t0.077\t\n",
"OGLE-BLG-RRLYR-32116\t0.707\t0.052\t0.768\t0.020\t1.717\t0.043\t6400\t100\t0.006\t0.089\t0.53\t0.10\t0.542\t0.028\t-0.834\t0.080\t\n",
"OGLE-BLG-RRLYR-32118\t0.747\t0.052\t0.736\t0.019\t1.708\t0.042\t6610\t100\t0.086\t0.087\t0.590\t0.099\t0.500\t0.028\t-0.691\t0.078\t\n",
"OGLE-BLG-RRLYR-32119\t0.681\t0.050\t0.767\t0.019\t1.748\t0.042\t6510\t100\t-0.029\t0.087\t0.467\t0.099\t0.507\t0.028\t-0.820\t0.078\t\n",
"OGLE-BLG-RRLYR-32125\t0.711\t0.053\t0.729\t0.020\t1.658\t0.042\t6480\t100\t0.171\t0.088\t0.703\t0.099\t0.531\t0.028\t-0.658\t0.079\t\n",
"OGLE-BLG-RRLYR-32157\t0.595\t0.051\t0.696\t0.019\t1.613\t0.042\t6560\t100\t0.259\t0.087\t0.772\t0.099\t0.511\t0.028\t-0.531\t0.078\t\n",
"OGLE-BLG-RRLYR-32174\t0.737\t0.050\t0.771\t0.019\t1.634\t0.041\t6080\t100\t0.133\t0.087\t0.762\t0.098\t0.628\t0.028\t-0.842\t0.077\t\n",
"OGLE-BLG-RRLYR-32177\t0.581\t0.051\t0.705\t0.019\t1.642\t0.042\t6600\t100\t0.195\t0.087\t0.697\t0.099\t0.498\t0.028\t-0.576\t0.078\t\n",
"OGLE-BLG-RRLYR-32201\t0.545\t0.051\t0.666\t0.019\t1.635\t0.042\t6880\t100\t0.271\t0.088\t0.697\t0.099\t0.424\t0.028\t-0.387\t0.078\t\n",
"OGLE-BLG-RRLYR-32210\t0.647\t0.050\t0.780\t0.019\t1.726\t0.042\t6350\t99\t-0.037\t0.087\t0.507\t0.099\t0.550\t0.028\t-0.892\t0.078\t\n",
"OGLE-BLG-RRLYR-32214\t0.540\t0.053\t0.685\t0.020\t1.613\t0.042\t6650\t100\t0.267\t0.088\t0.763\t0.099\t0.487\t0.028\t-0.480\t0.079\t\n",
"OGLE-BLG-RRLYR-32221\t0.607\t0.050\t0.728\t0.019\t1.597\t0.042\t6300\t100\t0.198\t0.087\t0.782\t0.099\t0.580\t0.028\t-0.688\t0.078\t\n",
"OGLE-BLG-RRLYR-32234\t0.571\t0.051\t0.676\t0.019\t1.594\t0.042\t6640\t100\t0.314\t0.088\t0.80\t0.10\t0.483\t0.029\t-0.447\t0.079\t\n",
"OGLE-BLG-RRLYR-32240\t0.634\t0.051\t0.698\t0.019\t1.629\t0.042\t6620\t100\t0.234\t0.087\t0.745\t0.099\t0.501\t0.028\t-0.540\t0.078\t\n",
"OGLE-BLG-RRLYR-32245\t0.572\t0.051\t0.680\t0.019\t1.598\t0.042\t6640\t100\t0.318\t0.087\t0.820\t0.099\t0.491\t0.028\t-0.445\t0.078\t\n",
"OGLE-BLG-RRLYR-32246\t0.633\t0.050\t0.753\t0.020\t1.555\t0.042\t5981\t99\t0.274\t0.088\t0.93\t0.10\t0.660\t0.028\t-0.741\t0.079\t\n",
"OGLE-BLG-RRLYR-32247\t0.776\t0.051\t0.740\t0.019\t1.621\t0.042\t6230\t100\t0.264\t0.087\t0.853\t0.099\t0.581\t0.028\t-0.642\t0.078\t\n",
"OGLE-BLG-RRLYR-32249\t0.656\t0.051\t0.698\t0.020\t1.568\t0.043\t6370\t100\t0.378\t0.089\t0.91\t0.10\t0.545\t0.028\t-0.475\t0.080\t\n",
"OGLE-BLG-RRLYR-32261\t0.655\t0.057\t0.774\t0.021\t1.804\t0.044\t6660\t110\t-0.169\t0.091\t0.32\t0.10\t0.483\t0.029\t-0.912\t0.086\t\n",
"OGLE-BLG-RRLYR-32269\t0.633\t0.050\t0.739\t0.019\t1.577\t0.042\t6148\t99\t0.288\t0.087\t0.892\t0.099\t0.609\t0.028\t-0.656\t0.078\t\n",
"OGLE-BLG-RRLYR-32273\t0.619\t0.058\t0.720\t0.022\t1.654\t0.044\t6540\t110\t0.156\t0.091\t0.68\t0.10\t0.516\t0.029\t-0.644\t0.086\t\n",
"OGLE-BLG-RRLYR-32305\t0.609\t0.066\t0.719\t0.024\t1.605\t0.048\t6340\t110\t0.25\t0.10\t0.81\t0.11\t0.555\t0.030\t-0.615\t0.097\t\n",
"OGLE-BLG-RRLYR-32332\t0.672\t0.051\t0.716\t0.019\t1.619\t0.042\t6429\t99\t0.223\t0.087\t0.780\t0.099\t0.546\t0.028\t-0.615\t0.078\t\n",
"OGLE-BLG-RRLYR-32333\t0.736\t0.051\t0.754\t0.019\t1.656\t0.042\t6276\t99\t0.128\t0.088\t0.707\t0.099\t0.581\t0.028\t-0.774\t0.078\t\n",
"OGLE-BLG-RRLYR-32345\t0.545\t0.050\t0.680\t0.019\t1.594\t0.042\t6620\t100\t0.304\t0.087\t0.805\t0.098\t0.495\t0.028\t-0.466\t0.077\t\n",
"OGLE-BLG-RRLYR-32347\t0.573\t0.051\t0.693\t0.019\t1.579\t0.042\t6466\t99\t0.314\t0.087\t0.857\t0.099\t0.534\t0.028\t-0.516\t0.077\t\n",
"OGLE-BLG-RRLYR-32364\t0.692\t0.051\t0.738\t0.019\t1.686\t0.042\t6500\t100\t0.116\t0.087\t0.616\t0.099\t0.514\t0.028\t-0.687\t0.078\t\n",
"OGLE-BLG-RRLYR-32365\t0.706\t0.053\t0.784\t0.020\t1.734\t0.043\t6350\t100\t-0.062\t0.090\t0.49\t0.10\t0.559\t0.028\t-0.923\t0.081\t\n",
"OGLE-BLG-RRLYR-32383\t0.678\t0.053\t0.722\t0.020\t1.614\t0.042\t6360\t100\t0.228\t0.088\t0.798\t0.099\t0.561\t0.028\t-0.642\t0.080\t\n",
"OGLE-BLG-RRLYR-32400\t0.548\t0.050\t0.674\t0.020\t1.677\t0.042\t6930\t100\t0.172\t0.088\t0.595\t0.099\t0.423\t0.028\t-0.507\t0.080\t\n",
"OGLE-BLG-RRLYR-32411\t0.648\t0.051\t0.739\t0.019\t1.711\t0.042\t6610\t100\t0.037\t0.087\t0.540\t0.099\t0.499\t0.028\t-0.733\t0.078\t\n",
"OGLE-BLG-RRLYR-32418\t0.592\t0.050\t0.679\t0.019\t1.553\t0.042\t6469\t99\t0.405\t0.088\t0.946\t0.099\t0.532\t0.028\t-0.430\t0.078\t\n",
"OGLE-BLG-RRLYR-32434\t0.634\t0.057\t0.694\t0.020\t1.641\t0.044\t6680\t100\t0.225\t0.091\t0.71\t0.10\t0.483\t0.028\t-0.524\t0.082\t\n",
"OGLE-BLG-RRLYR-32436\t0.621\t0.052\t0.773\t0.019\t1.742\t0.042\t6470\t100\t-0.078\t0.088\t0.46\t0.10\t0.533\t0.028\t-0.897\t0.079\t\n",
"OGLE-BLG-RRLYR-32439\t0.738\t0.050\t0.753\t0.019\t1.594\t0.042\t6080\t100\t0.259\t0.088\t0.89\t0.10\t0.630\t0.028\t-0.706\t0.078\t\n",
"OGLE-BLG-RRLYR-32446\t0.562\t0.050\t0.707\t0.019\t1.555\t0.042\t6279\t99\t0.327\t0.087\t0.903\t0.099\t0.576\t0.028\t-0.566\t0.077\t\n",
"OGLE-BLG-RRLYR-32469\t0.563\t0.059\t0.686\t0.020\t1.619\t0.044\t6640\t100\t0.258\t0.090\t0.75\t0.10\t0.487\t0.028\t-0.496\t0.082\t\n",
"OGLE-BLG-RRLYR-32492\t0.645\t0.050\t0.770\t0.019\t1.701\t0.042\t6320\t100\t0.007\t0.088\t0.56\t0.10\t0.556\t0.028\t-0.856\t0.078\t\n",
"OGLE-BLG-RRLYR-32512\t0.664\t0.051\t0.728\t0.019\t1.617\t0.042\t6330\t100\t0.230\t0.087\t0.788\t0.099\t0.562\t0.028\t-0.645\t0.078\t\n",
"OGLE-BLG-RRLYR-32515\t0.650\t0.053\t0.770\t0.020\t1.570\t0.042\t5900\t100\t0.220\t0.088\t0.90\t0.10\t0.677\t0.029\t-0.816\t0.080\t\n",
"OGLE-BLG-RRLYR-32547\t0.575\t0.050\t0.698\t0.019\t1.562\t0.042\t6360\t100\t0.364\t0.088\t0.90\t0.10\t0.548\t0.028\t-0.499\t0.078\t\n",
"OGLE-BLG-RRLYR-32624\t0.648\t0.052\t0.776\t0.019\t1.723\t0.042\t6370\t100\t-0.042\t0.088\t0.524\t0.099\t0.556\t0.028\t-0.895\t0.079\t\n",
"OGLE-BLG-RRLYR-32652\t0.613\t0.051\t0.710\t0.019\t1.627\t0.042\t6500\t100\t0.226\t0.087\t0.751\t0.098\t0.522\t0.028\t-0.585\t0.078\t\n",
"OGLE-BLG-RRLYR-32698\t0.567\t0.052\t0.697\t0.019\t1.589\t0.042\t6470\t100\t0.312\t0.087\t0.830\t0.099\t0.525\t0.028\t-0.509\t0.078\t\n",
"OGLE-BLG-RRLYR-32704\t0.567\t0.056\t0.761\t0.021\t1.665\t0.043\t6280\t110\t0.045\t0.090\t0.62\t0.10\t0.572\t0.030\t-0.836\t0.089\t\n",
"OGLE-BLG-RRLYR-32705\t0.645\t0.050\t0.731\t0.019\t1.543\t0.041\t6050\t100\t0.311\t0.087\t0.952\t0.098\t0.638\t0.029\t-0.667\t0.077\t\n",
"OGLE-BLG-RRLYR-32715\t0.657\t0.056\t0.719\t0.020\t1.638\t0.043\t6490\t100\t0.189\t0.089\t0.72\t0.10\t0.531\t0.029\t-0.630\t0.081\t\n",
"OGLE-BLG-RRLYR-32723\t0.578\t0.050\t0.689\t0.019\t1.606\t0.042\t6603\t99\t0.269\t0.087\t0.784\t0.098\t0.503\t0.028\t-0.511\t0.077\t\n",
"OGLE-BLG-RRLYR-32739\t0.538\t0.050\t0.665\t0.019\t1.518\t0.042\t6430\t100\t0.434\t0.087\t0.983\t0.099\t0.539\t0.028\t-0.394\t0.077\t\n",
"OGLE-BLG-RRLYR-32747\t0.610\t0.050\t0.714\t0.019\t1.548\t0.042\t6201\t99\t0.339\t0.087\t0.938\t0.099\t0.597\t0.028\t-0.588\t0.077\t\n",
"OGLE-BLG-RRLYR-32760\t0.664\t0.052\t0.711\t0.019\t1.588\t0.043\t6350\t100\t0.279\t0.088\t0.85\t0.10\t0.565\t0.028\t-0.598\t0.079\t\n",
"OGLE-BLG-RRLYR-32770\t0.605\t0.052\t0.746\t0.020\t1.647\t0.043\t6310\t100\t0.146\t0.089\t0.70\t0.10\t0.560\t0.029\t-0.734\t0.080\t\n",
"OGLE-BLG-RRLYR-32778\t0.539\t0.051\t0.666\t0.019\t1.567\t0.042\t6600\t100\t0.382\t0.088\t0.86\t0.10\t0.493\t0.028\t-0.389\t0.078\t\n",
"OGLE-BLG-RRLYR-32779\t0.691\t0.055\t0.702\t0.020\t1.643\t0.044\t6600\t100\t0.218\t0.090\t0.72\t0.10\t0.500\t0.029\t-0.560\t0.082\t\n",
"OGLE-BLG-RRLYR-32795\t0.678\t0.050\t0.719\t0.019\t1.613\t0.042\t6391\t99\t0.236\t0.087\t0.799\t0.098\t0.555\t0.028\t-0.626\t0.078\t\n",
"OGLE-BLG-RRLYR-32797\t0.613\t0.052\t0.682\t0.020\t1.587\t0.043\t6570\t100\t0.358\t0.089\t0.86\t0.10\t0.502\t0.029\t-0.421\t0.080\t\n",
"OGLE-BLG-RRLYR-32798\t0.720\t0.051\t0.740\t0.019\t1.643\t0.042\t6340\t100\t0.214\t0.087\t0.755\t0.099\t0.553\t0.028\t-0.654\t0.078\t\n",
"OGLE-BLG-RRLYR-32822\t0.719\t0.051\t0.743\t0.019\t1.655\t0.042\t6350\t100\t0.141\t0.087\t0.703\t0.099\t0.561\t0.028\t-0.729\t0.078\t\n",
"OGLE-BLG-RRLYR-32826\t0.651\t0.050\t0.742\t0.019\t1.597\t0.042\t6187\t99\t0.262\t0.087\t0.846\t0.099\t0.596\t0.028\t-0.670\t0.077\t\n",
"OGLE-BLG-RRLYR-32832\t0.517\t0.050\t0.690\t0.019\t1.694\t0.042\t6900\t100\t0.102\t0.088\t0.54\t0.10\t0.421\t0.029\t-0.554\t0.077\t\n",
"OGLE-BLG-RRLYR-32893\t0.682\t0.049\t0.707\t0.019\t1.584\t0.042\t6363\t99\t0.342\t0.087\t0.894\t0.098\t0.554\t0.028\t-0.528\t0.077\t\n",
"OGLE-BLG-RRLYR-32952\t0.699\t0.050\t0.821\t0.019\t1.776\t0.042\t6240\t100\t-0.194\t0.087\t0.408\t0.099\t0.589\t0.028\t-1.100\t0.077\t\n",
"OGLE-BLG-RRLYR-32981\t0.565\t0.056\t0.657\t0.021\t1.523\t0.043\t6510\t110\t0.486\t0.089\t0.99\t0.10\t0.518\t0.029\t-0.327\t0.082\t\n",
"OGLE-BLG-RRLYR-33014\t0.601\t0.054\t0.716\t0.020\t1.603\t0.043\t6370\t100\t0.246\t0.089\t0.80\t0.10\t0.554\t0.029\t-0.612\t0.081\t\n",
"OGLE-BLG-RRLYR-33016\t0.540\t0.051\t0.742\t0.019\t1.595\t0.042\t6180\t100\t0.190\t0.087\t0.791\t0.098\t0.600\t0.028\t-0.744\t0.078\t\n",
"OGLE-BLG-RRLYR-33019\t0.653\t0.053\t0.727\t0.020\t1.607\t0.043\t6300\t100\t0.256\t0.089\t0.81\t0.10\t0.563\t0.028\t-0.623\t0.081\t\n",
"OGLE-BLG-RRLYR-33060\t0.712\t0.056\t0.807\t0.020\t1.668\t0.042\t5970\t110\t0.024\t0.087\t0.678\t0.099\t0.654\t0.030\t-0.978\t0.081\t\n",
"OGLE-BLG-RRLYR-33079\t0.634\t0.053\t0.716\t0.020\t1.640\t0.042\t6510\t100\t0.222\t0.088\t0.736\t0.099\t0.517\t0.029\t-0.582\t0.080\t\n",
"OGLE-BLG-RRLYR-33183\t0.698\t0.058\t0.781\t0.021\t1.826\t0.044\t6680\t100\t-0.207\t0.091\t0.26\t0.10\t0.475\t0.029\t-0.942\t0.084\t\n",
"OGLE-BLG-RRLYR-33224\t0.605\t0.050\t0.729\t0.019\t1.704\t0.042\t6650\t100\t0.046\t0.087\t0.535\t0.098\t0.488\t0.029\t-0.706\t0.078\t\n",
"OGLE-BLG-RRLYR-33284\t0.698\t0.051\t0.762\t0.019\t1.678\t0.042\t6310\t100\t0.050\t0.087\t0.634\t0.099\t0.574\t0.028\t-0.830\t0.078\t\n",
"OGLE-BLG-RRLYR-33394\t0.582\t0.054\t0.737\t0.021\t1.653\t0.043\t6410\t110\t0.115\t0.091\t0.65\t0.10\t0.543\t0.031\t-0.724\t0.086\t\n",
"OGLE-BLG-RRLYR-33428\t0.595\t0.050\t0.718\t0.019\t1.599\t0.042\t6350\t110\t0.217\t0.087\t0.78\t0.10\t0.563\t0.030\t-0.652\t0.079\t\n",
"OGLE-BLG-RRLYR-33453\t0.639\t0.062\t0.711\t0.022\t1.568\t0.045\t6280\t110\t0.310\t0.094\t0.89\t0.10\t0.580\t0.029\t-0.589\t0.090\t\n",
"OGLE-BLG-RRLYR-33548\t0.623\t0.059\t0.711\t0.020\t1.552\t0.042\t6210\t100\t0.323\t0.088\t0.938\t0.099\t0.601\t0.029\t-0.599\t0.081\t\n",
"OGLE-BLG-RRLYR-33573\t0.730\t0.050\t0.774\t0.019\t1.620\t0.042\t6010\t100\t0.145\t0.087\t0.795\t0.098\t0.647\t0.028\t-0.850\t0.078\t\n",
"OGLE-BLG-RRLYR-33663\t0.651\t0.050\t0.728\t0.019\t1.618\t0.042\t6340\t100\t0.231\t0.087\t0.775\t0.099\t0.555\t0.028\t-0.633\t0.078\t\n",
"OGLE-BLG-RRLYR-33665\t0.573\t0.051\t0.771\t0.020\t1.798\t0.042\t6680\t100\t-0.180\t0.088\t0.303\t0.099\t0.478\t0.028\t-0.916\t0.080\t\n",
"OGLE-BLG-RRLYR-33723\t0.622\t0.050\t0.713\t0.019\t1.636\t0.042\t6520\t100\t0.249\t0.087\t0.747\t0.098\t0.508\t0.028\t-0.549\t0.077\t\n",
"OGLE-BLG-RRLYR-33740\t0.572\t0.052\t0.750\t0.020\t1.789\t0.042\t6790\t100\t-0.130\t0.089\t0.332\t0.099\t0.452\t0.028\t-0.832\t0.081\t\n",
"OGLE-BLG-RRLYR-33849\t0.643\t0.051\t0.714\t0.019\t1.609\t0.042\t6400\t100\t0.254\t0.087\t0.801\t0.099\t0.547\t0.028\t-0.599\t0.078\t\n",
"OGLE-BLG-RRLYR-33852\t0.569\t0.061\t0.749\t0.025\t1.655\t0.047\t6310\t110\t0.088\t0.098\t0.65\t0.10\t0.570\t0.030\t-0.806\t0.097\t\n",
"OGLE-BLG-RRLYR-33854\t0.593\t0.053\t0.740\t0.020\t1.588\t0.042\t6130\t100\t0.245\t0.089\t0.86\t0.10\t0.618\t0.030\t-0.716\t0.080\t\n",
"OGLE-BLG-RRLYR-33882\t0.732\t0.053\t0.801\t0.020\t1.863\t0.042\t6670\t100\t-0.285\t0.088\t0.198\t0.099\t0.479\t0.028\t-1.029\t0.080\t\n",
"OGLE-BLG-RRLYR-33884\t0.741\t0.051\t0.778\t0.020\t1.726\t0.042\t6350\t100\t-0.030\t0.087\t0.542\t0.098\t0.562\t0.028\t-0.904\t0.079\t\n",
"OGLE-BLG-RRLYR-33954\t0.557\t0.051\t0.692\t0.019\t1.692\t0.042\t6880\t100\t0.141\t0.087\t0.561\t0.099\t0.422\t0.028\t-0.515\t0.078\t\n",
"OGLE-BLG-RRLYR-33973\t0.658\t0.050\t0.732\t0.019\t1.658\t0.042\t6470\t100\t0.196\t0.088\t0.69\t0.10\t0.514\t0.028\t-0.615\t0.077\t\n",
"OGLE-BLG-RRLYR-33977\t0.638\t0.061\t0.712\t0.022\t1.629\t0.044\t6490\t110\t0.235\t0.091\t0.74\t0.10\t0.520\t0.029\t-0.568\t0.086\t\n",
"OGLE-BLG-RRLYR-33994\t0.685\t0.052\t0.823\t0.020\t1.791\t0.042\t6260\t100\t-0.211\t0.089\t0.357\t0.099\t0.571\t0.028\t-1.103\t0.081\t\n",
"OGLE-BLG-RRLYR-33997\t0.636\t0.050\t0.788\t0.019\t1.802\t0.042\t6570\t100\t-0.192\t0.087\t0.319\t0.099\t0.505\t0.028\t-0.971\t0.077\t\n",
"OGLE-BLG-RRLYR-34025\t0.655\t0.058\t0.765\t0.022\t1.712\t0.044\t6360\t110\t-0.021\t0.093\t0.54\t0.10\t0.551\t0.029\t-0.877\t0.090\t\n",
"OGLE-BLG-RRLYR-34027\t0.703\t0.053\t0.772\t0.020\t1.733\t0.042\t6440\t100\t-0.008\t0.088\t0.507\t0.099\t0.529\t0.029\t-0.832\t0.080\t\n",
"OGLE-BLG-RRLYR-34053\t0.588\t0.053\t0.678\t0.020\t1.635\t0.042\t6760\t100\t0.233\t0.088\t0.702\t0.099\t0.458\t0.029\t-0.481\t0.080\t\n",
"OGLE-BLG-RRLYR-34066\t0.638\t0.056\t0.741\t0.021\t1.657\t0.044\t6380\t110\t0.131\t0.090\t0.66\t0.10\t0.545\t0.029\t-0.720\t0.083\t\n",
"OGLE-BLG-RRLYR-34223\t0.653\t0.051\t0.715\t0.019\t1.629\t0.042\t6480\t100\t0.218\t0.087\t0.752\t0.098\t0.530\t0.028\t-0.600\t0.078\t\n",
"OGLE-BLG-RRLYR-34226\t0.646\t0.050\t0.812\t0.019\t1.732\t0.042\t6170\t100\t-0.102\t0.087\t0.494\t0.098\t0.598\t0.028\t-1.029\t0.078\t\n",
"OGLE-BLG-RRLYR-34243\t0.590\t0.054\t0.741\t0.020\t1.693\t0.043\t6530\t100\t0.043\t0.089\t0.57\t0.10\t0.518\t0.029\t-0.753\t0.080\t\n",
"OGLE-BLG-RRLYR-34244\t0.645\t0.050\t0.724\t0.019\t1.577\t0.042\t6250\t100\t0.291\t0.087\t0.879\t0.099\t0.586\t0.028\t-0.609\t0.077\t\n",
"OGLE-BLG-RRLYR-34249\t0.556\t0.051\t0.704\t0.019\t1.592\t0.042\t6413\t99\t0.256\t0.087\t0.803\t0.099\t0.545\t0.028\t-0.583\t0.078\t\n",
"OGLE-BLG-RRLYR-34252\t0.639\t0.050\t0.718\t0.019\t1.682\t0.042\t6650\t100\t0.124\t0.087\t0.630\t0.098\t0.491\t0.028\t-0.639\t0.077\t\n",
"OGLE-BLG-RRLYR-34260\t0.600\t0.050\t0.731\t0.020\t1.523\t0.042\t6020\t100\t0.348\t0.088\t0.99\t0.10\t0.649\t0.028\t-0.651\t0.079\t\n",
"OGLE-BLG-RRLYR-34272\t0.676\t0.051\t0.801\t0.019\t1.773\t0.042\t6390\t100\t-0.155\t0.087\t0.407\t0.099\t0.554\t0.028\t-1.009\t0.078\t\n",
"OGLE-BLG-RRLYR-34284\t0.584\t0.057\t0.701\t0.021\t1.560\t0.043\t6340\t100\t0.330\t0.090\t0.89\t0.10\t0.564\t0.029\t-0.539\t0.083\t\n",
"OGLE-BLG-RRLYR-34299\t0.624\t0.055\t0.723\t0.020\t1.621\t0.044\t6420\t100\t0.253\t0.091\t0.78\t0.10\t0.533\t0.029\t-0.583\t0.080\t\n",
"OGLE-BLG-RRLYR-34319\t0.552\t0.049\t0.736\t0.019\t1.646\t0.042\t6379\t99\t0.147\t0.087\t0.690\t0.099\t0.544\t0.028\t-0.704\t0.077\t\n",
"OGLE-BLG-RRLYR-34320\t0.587\t0.050\t0.738\t0.019\t1.539\t0.042\t6032\t99\t0.307\t0.087\t0.957\t0.098\t0.646\t0.028\t-0.692\t0.078\t\n",
"OGLE-BLG-RRLYR-34325\t0.645\t0.051\t0.772\t0.019\t1.753\t0.042\t6500\t100\t-0.093\t0.087\t0.434\t0.098\t0.520\t0.028\t-0.898\t0.079\t\n",
"OGLE-BLG-RRLYR-34326\t0.782\t0.050\t0.814\t0.019\t1.747\t0.042\t6180\t100\t-0.099\t0.087\t0.499\t0.099\t0.600\t0.028\t-1.030\t0.077\t\n",
"OGLE-BLG-RRLYR-34329\t0.747\t0.050\t0.786\t0.019\t1.664\t0.042\t6050\t100\t0.091\t0.087\t0.721\t0.099\t0.629\t0.028\t-0.889\t0.078\t\n",
"OGLE-BLG-RRLYR-34355\t0.588\t0.052\t0.698\t0.019\t1.632\t0.042\t6613\t99\t0.239\t0.087\t0.726\t0.099\t0.492\t0.028\t-0.528\t0.078\t\n",
"OGLE-BLG-RRLYR-34358\t0.611\t0.055\t0.697\t0.021\t1.605\t0.044\t6530\t100\t0.314\t0.091\t0.82\t0.10\t0.513\t0.028\t-0.485\t0.083\t\n",
"OGLE-BLG-RRLYR-34379\t0.574\t0.051\t0.674\t0.019\t1.543\t0.043\t6460\t100\t0.378\t0.089\t0.92\t0.10\t0.536\t0.029\t-0.441\t0.078\t\n",
"OGLE-BLG-RRLYR-34384\t0.645\t0.051\t0.755\t0.019\t1.537\t0.042\t5890\t100\t0.301\t0.087\t0.995\t0.099\t0.684\t0.028\t-0.742\t0.078\t\n",
"OGLE-BLG-RRLYR-34389\t0.643\t0.051\t0.746\t0.019\t1.747\t0.042\t6700\t100\t-0.027\t0.087\t0.462\t0.098\t0.482\t0.028\t-0.770\t0.078\t\n",
"OGLE-BLG-RRLYR-34395\t0.660\t0.057\t0.722\t0.020\t1.637\t0.044\t6470\t100\t0.191\t0.091\t0.73\t0.10\t0.537\t0.029\t-0.643\t0.083\t\n",
"OGLE-BLG-RRLYR-34405\t0.645\t0.052\t0.728\t0.020\t1.706\t0.042\t6630\t100\t0.078\t0.088\t0.55\t0.10\t0.481\t0.028\t-0.674\t0.079\t\n",
"OGLE-BLG-RRLYR-34408\t0.569\t0.051\t0.692\t0.019\t1.627\t0.042\t6650\t100\t0.224\t0.087\t0.726\t0.099\t0.490\t0.028\t-0.528\t0.078\t\n",
"OGLE-BLG-RRLYR-34412\t0.668\t0.051\t0.802\t0.019\t1.675\t0.042\t6040\t100\t0.001\t0.087\t0.636\t0.099\t0.633\t0.028\t-0.974\t0.078\t\n",
"OGLE-BLG-RRLYR-34418\t0.617\t0.053\t0.735\t0.020\t1.734\t0.042\t6700\t100\t0.002\t0.088\t0.47\t0.10\t0.472\t0.028\t-0.731\t0.079\t\n",
"OGLE-BLG-RRLYR-34424\t0.582\t0.051\t0.700\t0.019\t1.637\t0.042\t6630\t100\t0.202\t0.088\t0.706\t0.099\t0.495\t0.028\t-0.564\t0.078\t\n",
"OGLE-BLG-RRLYR-34464\t0.550\t0.049\t0.739\t0.019\t1.760\t0.042\t6795\t99\t-0.065\t0.087\t0.396\t0.098\t0.455\t0.028\t-0.771\t0.077\t\n",
"OGLE-BLG-RRLYR-34486\t0.626\t0.056\t0.733\t0.021\t1.612\t0.043\t6270\t110\t0.188\t0.090\t0.77\t0.10\t0.577\t0.030\t-0.701\t0.084\t\n",
"OGLE-BLG-RRLYR-34493\t0.647\t0.057\t0.733\t0.021\t1.647\t0.043\t6420\t110\t0.144\t0.091\t0.69\t0.10\t0.545\t0.029\t-0.703\t0.088\t\n",
"OGLE-BLG-RRLYR-34511\t0.689\t0.051\t0.731\t0.019\t1.668\t0.042\t6520\t100\t0.135\t0.088\t0.663\t0.099\t0.525\t0.028\t-0.676\t0.078\t\n",
"OGLE-BLG-RRLYR-34513\t0.667\t0.055\t0.736\t0.020\t1.647\t0.043\t6380\t100\t0.157\t0.090\t0.70\t0.10\t0.551\t0.029\t-0.700\t0.083\t\n",
"OGLE-BLG-RRLYR-34541\t0.616\t0.053\t0.749\t0.020\t1.626\t0.042\t6220\t110\t0.141\t0.088\t0.735\t0.098\t0.592\t0.030\t-0.764\t0.082\t\n",
"OGLE-BLG-RRLYR-34546\t0.720\t0.050\t0.784\t0.019\t1.726\t0.042\t6339\t99\t-0.044\t0.087\t0.530\t0.098\t0.567\t0.028\t-0.924\t0.077\t\n",
"OGLE-BLG-RRLYR-34556\t0.629\t0.056\t0.806\t0.023\t1.809\t0.045\t6460\t110\t-0.236\t0.094\t0.30\t0.10\t0.530\t0.030\t-1.051\t0.090\t\n",
"OGLE-BLG-RRLYR-34600\t0.585\t0.054\t0.702\t0.020\t1.630\t0.042\t6590\t100\t0.218\t0.088\t0.732\t0.099\t0.504\t0.029\t-0.559\t0.080\t\n",
"OGLE-BLG-RRLYR-34613\t0.658\t0.059\t0.728\t0.022\t1.616\t0.044\t6320\t110\t0.215\t0.092\t0.78\t0.10\t0.567\t0.029\t-0.664\t0.088\t\n",
"OGLE-BLG-RRLYR-34642\t0.592\t0.057\t0.698\t0.021\t1.606\t0.043\t6510\t100\t0.267\t0.088\t0.791\t0.099\t0.520\t0.029\t-0.538\t0.081\t\n",
"OGLE-BLG-RRLYR-34644\t0.629\t0.057\t0.722\t0.021\t1.626\t0.044\t6400\t110\t0.197\t0.091\t0.73\t0.10\t0.544\t0.029\t-0.645\t0.085\t\n",
"OGLE-BLG-RRLYR-34708\t0.683\t0.053\t0.773\t0.020\t1.758\t0.042\t6530\t100\t-0.083\t0.088\t0.444\t0.099\t0.521\t0.029\t-0.892\t0.080\t\n",
"OGLE-BLG-RRLYR-34726\t0.668\t0.056\t0.722\t0.021\t1.605\t0.043\t6350\t110\t0.289\t0.091\t0.82\t0.10\t0.553\t0.029\t-0.570\t0.086\t\n",
"OGLE-BLG-RRLYR-34739\t0.544\t0.054\t0.686\t0.020\t1.619\t0.043\t6660\t100\t0.241\t0.089\t0.739\t0.099\t0.486\t0.029\t-0.508\t0.081\t\n",
"OGLE-BLG-RRLYR-34754\t0.641\t0.056\t0.723\t0.021\t1.619\t0.043\t6380\t100\t0.248\t0.089\t0.78\t0.10\t0.544\t0.029\t-0.600\t0.082\t\n",
"OGLE-BLG-RRLYR-34773\t0.596\t0.053\t0.712\t0.020\t1.642\t0.042\t6560\t100\t0.172\t0.088\t0.70\t0.10\t0.513\t0.029\t-0.620\t0.081\t\n",
"OGLE-BLG-RRLYR-34783\t0.663\t0.057\t0.762\t0.021\t1.579\t0.043\t5970\t110\t0.225\t0.090\t0.89\t0.10\t0.659\t0.030\t-0.783\t0.084\t\n",
"OGLE-BLG-RRLYR-34816\t0.703\t0.055\t0.751\t0.021\t1.661\t0.043\t6320\t110\t0.121\t0.089\t0.67\t0.10\t0.561\t0.029\t-0.752\t0.083\t\n",
"OGLE-BLG-RRLYR-34826\t0.613\t0.052\t0.733\t0.019\t1.755\t0.042\t6830\t100\t-0.045\t0.087\t0.40\t0.10\t0.438\t0.029\t-0.719\t0.078\t\n",
"OGLE-BLG-RRLYR-34861\t0.578\t0.056\t0.681\t0.021\t1.640\t0.043\t6780\t100\t0.231\t0.089\t0.70\t0.10\t0.458\t0.029\t-0.479\t0.082\t\n",
"OGLE-BLG-RRLYR-34884\t0.693\t0.055\t0.735\t0.020\t1.612\t0.043\t6250\t110\t0.227\t0.089\t0.81\t0.10\t0.583\t0.029\t-0.677\t0.082\t\n",
"OGLE-BLG-RRLYR-34927\t0.675\t0.053\t0.778\t0.020\t1.785\t0.042\t6590\t110\t-0.138\t0.089\t0.368\t0.099\t0.503\t0.030\t-0.924\t0.083\t\n",
"OGLE-BLG-RRLYR-34934\t0.693\t0.064\t0.716\t0.022\t1.727\t0.046\t6820\t100\t0.077\t0.094\t0.52\t0.11\t0.446\t0.029\t-0.621\t0.089\t\n",
"OGLE-BLG-RRLYR-34940\t0.620\t0.058\t0.705\t0.021\t1.577\t0.042\t6360\t110\t0.301\t0.089\t0.852\t0.099\t0.556\t0.031\t-0.562\t0.084\t\n",
"OGLE-BLG-RRLYR-35037\t0.679\t0.066\t0.717\t0.023\t1.697\t0.046\t6700\t110\t0.127\t0.093\t0.58\t0.11\t0.469\t0.029\t-0.601\t0.087\t\n",
"OGLE-BLG-RRLYR-35055\t0.554\t0.056\t0.708\t0.022\t1.584\t0.043\t6360\t110\t0.281\t0.091\t0.83\t0.10\t0.553\t0.030\t-0.575\t0.084\t\n",
"OGLE-BLG-RRLYR-35145\t0.615\t0.058\t0.719\t0.021\t1.655\t0.043\t6540\t110\t0.160\t0.089\t0.68\t0.10\t0.515\t0.029\t-0.637\t0.083\t\n",
"OGLE-BLG-RRLYR-35157\t0.617\t0.059\t0.701\t0.021\t1.607\t0.044\t6500\t100\t0.264\t0.089\t0.79\t0.10\t0.526\t0.029\t-0.554\t0.082\t\n",
"OGLE-BLG-RRLYR-35177\t0.715\t0.057\t0.771\t0.021\t1.687\t0.044\t6270\t100\t0.044\t0.092\t0.61\t0.10\t0.576\t0.029\t-0.848\t0.085\t\n",
"OGLE-BLG-RRLYR-35208\t0.605\t0.052\t0.692\t0.020\t1.565\t0.043\t6400\t100\t0.366\t0.089\t0.89\t0.10\t0.538\t0.028\t-0.476\t0.080\t\n",
"OGLE-BLG-RRLYR-35214\t0.624\t0.061\t0.727\t0.021\t1.638\t0.044\t6440\t100\t0.167\t0.092\t0.71\t0.10\t0.543\t0.029\t-0.671\t0.085\t\n",
"OGLE-BLG-RRLYR-35220\t0.673\t0.052\t0.742\t0.020\t1.582\t0.042\t6100\t110\t0.242\t0.087\t0.869\t0.098\t0.624\t0.030\t-0.716\t0.079\t\n",
"OGLE-BLG-RRLYR-35240\t0.623\t0.059\t0.685\t0.023\t1.581\t0.046\t6530\t110\t0.374\t0.094\t0.87\t0.11\t0.511\t0.029\t-0.421\t0.087\t\n",
"OGLE-BLG-RRLYR-35285\t0.587\t0.057\t0.678\t0.021\t1.597\t0.044\t6640\t110\t0.350\t0.091\t0.82\t0.10\t0.475\t0.030\t-0.394\t0.083\t\n",
"OGLE-BLG-RRLYR-35309\t0.679\t0.063\t0.819\t0.021\t1.807\t0.044\t6380\t100\t-0.242\t0.092\t0.33\t0.10\t0.558\t0.029\t-1.095\t0.088\t\n",
"OGLE-BLG-RRLYR-35319\t0.580\t0.051\t0.736\t0.019\t1.613\t0.042\t6270\t100\t0.169\t0.088\t0.753\t0.099\t0.578\t0.029\t-0.726\t0.079\t\n",
"OGLE-BLG-RRLYR-35332\t0.558\t0.050\t0.701\t0.019\t1.620\t0.042\t6570\t100\t0.227\t0.087\t0.753\t0.099\t0.509\t0.028\t-0.564\t0.077\t\n",
"OGLE-BLG-RRLYR-35381\t0.770\t0.052\t0.776\t0.020\t1.650\t0.042\t6100\t100\t0.121\t0.087\t0.739\t0.099\t0.620\t0.029\t-0.841\t0.079\t\n",
"OGLE-BLG-RRLYR-35382\t0.613\t0.059\t0.739\t0.021\t1.761\t0.045\t6780\t100\t-0.052\t0.092\t0.41\t0.10\t0.457\t0.028\t-0.759\t0.084\t\n",
"OGLE-BLG-RRLYR-35388\t0.638\t0.053\t0.719\t0.020\t1.621\t0.042\t6420\t100\t0.255\t0.089\t0.77\t0.10\t0.534\t0.029\t-0.570\t0.081\t\n",
"OGLE-BLG-RRLYR-35440\t0.734\t0.053\t0.771\t0.020\t1.690\t0.044\t6280\t100\t0.066\t0.089\t0.62\t0.10\t0.566\t0.029\t-0.819\t0.080\t\n",
"OGLE-BLG-RRLYR-35445\t0.532\t0.050\t0.682\t0.019\t1.550\t0.042\t6430\t100\t0.331\t0.087\t0.904\t0.098\t0.545\t0.028\t-0.510\t0.077\t\n",
"OGLE-BLG-RRLYR-35472\t0.592\t0.052\t0.705\t0.019\t1.617\t0.042\t6490\t100\t0.209\t0.088\t0.74\t0.10\t0.526\t0.029\t-0.600\t0.080\t\n",
"OGLE-BLG-RRLYR-35473\t0.640\t0.054\t0.767\t0.021\t1.755\t0.042\t6560\t110\t-0.090\t0.089\t0.431\t0.099\t0.512\t0.030\t-0.882\t0.083\t\n",
"OGLE-BLG-RRLYR-35474\t0.684\t0.052\t0.765\t0.020\t1.702\t0.043\t6380\t100\t0.075\t0.089\t0.60\t0.10\t0.539\t0.029\t-0.761\t0.079\t\n",
"OGLE-BLG-RRLYR-35490\t0.543\t0.051\t0.684\t0.019\t1.603\t0.042\t6620\t100\t0.266\t0.087\t0.776\t0.099\t0.497\t0.029\t-0.500\t0.078\t\n",
"OGLE-BLG-RRLYR-35492\t0.545\t0.053\t0.667\t0.020\t1.589\t0.043\t6690\t100\t0.326\t0.088\t0.81\t0.10\t0.478\t0.028\t-0.414\t0.079\t\n",
"OGLE-BLG-RRLYR-35497\t0.630\t0.060\t0.693\t0.021\t1.660\t0.045\t6760\t100\t0.203\t0.092\t0.67\t0.10\t0.465\t0.028\t-0.519\t0.084\t\n",
"OGLE-BLG-RRLYR-35498\t0.667\t0.053\t0.749\t0.020\t1.547\t0.042\t5950\t110\t0.290\t0.087\t0.966\t0.099\t0.666\t0.030\t-0.728\t0.080\t\n",
"OGLE-BLG-RRLYR-35521\t0.594\t0.059\t0.695\t0.020\t1.637\t0.044\t6660\t100\t0.217\t0.090\t0.71\t0.10\t0.487\t0.029\t-0.539\t0.082\t\n",
"OGLE-BLG-RRLYR-35557\t0.600\t0.056\t0.736\t0.020\t1.711\t0.044\t6640\t100\t0.024\t0.091\t0.52\t0.10\t0.494\t0.028\t-0.739\t0.081\t\n",
"OGLE-BLG-RRLYR-35565\t0.615\t0.062\t0.702\t0.021\t1.640\t0.045\t6620\t100\t0.199\t0.092\t0.71\t0.10\t0.499\t0.029\t-0.572\t0.085\t\n",
"OGLE-BLG-RRLYR-35572\t0.560\t0.059\t0.787\t0.023\t1.829\t0.044\t6680\t110\t-0.265\t0.093\t0.23\t0.10\t0.480\t0.030\t-1.003\t0.091\t\n",
"OGLE-BLG-RRLYR-35598\t0.675\t0.053\t0.714\t0.019\t1.653\t0.042\t6570\t100\t0.178\t0.088\t0.698\t0.099\t0.511\t0.028\t-0.616\t0.079\t\n",
"OGLE-BLG-RRLYR-35604\t0.751\t0.053\t0.843\t0.020\t1.815\t0.043\t6210\t100\t-0.267\t0.089\t0.31\t0.10\t0.587\t0.028\t-1.176\t0.081\t\n",
"OGLE-BLG-RRLYR-35644\t0.595\t0.059\t0.707\t0.021\t1.656\t0.043\t6620\t110\t0.190\t0.090\t0.66\t0.10\t0.486\t0.029\t-0.572\t0.083\t\n",
"OGLE-BLG-RRLYR-35649\t0.715\t0.055\t0.758\t0.020\t1.717\t0.043\t6480\t100\t0.027\t0.090\t0.57\t0.10\t0.532\t0.029\t-0.797\t0.082\t\n",
"OGLE-BLG-RRLYR-35653\t0.622\t0.053\t0.724\t0.021\t1.629\t0.045\t6400\t110\t0.241\t0.092\t0.76\t0.11\t0.536\t0.030\t-0.603\t0.081\t\n",
"OGLE-BLG-RRLYR-35658\t0.539\t0.050\t0.667\t0.019\t1.529\t0.042\t6470\t100\t0.390\t0.088\t0.94\t0.10\t0.541\t0.029\t-0.449\t0.078\t\n",
"OGLE-BLG-RRLYR-35671\t0.649\t0.052\t0.828\t0.020\t1.756\t0.044\t6120\t100\t-0.173\t0.091\t0.44\t0.10\t0.613\t0.030\t-1.121\t0.082\t\n",
"OGLE-BLG-RRLYR-35676\t0.571\t0.057\t0.713\t0.021\t1.695\t0.043\t6740\t110\t0.087\t0.090\t0.56\t0.10\t0.467\t0.029\t-0.625\t0.083\t\n",
"OGLE-BLG-RRLYR-35678\t0.591\t0.057\t0.701\t0.021\t1.671\t0.043\t6740\t110\t0.150\t0.090\t0.62\t0.10\t0.467\t0.030\t-0.572\t0.084\t\n",
"OGLE-BLG-RRLYR-36656\t0.649\t0.057\t0.733\t0.022\t1.544\t0.042\t6070\t120\t0.327\t0.088\t0.96\t0.10\t0.636\t0.034\t-0.642\t0.086\t\n",
"OGLE-BLG-RRLYR-36659\t0.645\t0.060\t0.739\t0.021\t1.684\t0.045\t6500\t100\t0.085\t0.092\t0.61\t0.10\t0.524\t0.029\t-0.727\t0.084\t\n",
"OGLE-BLG-RRLYR-36673\t0.714\t0.060\t0.814\t0.022\t1.764\t0.045\t6250\t110\t-0.149\t0.093\t0.44\t0.10\t0.587\t0.030\t-1.054\t0.088\t\n",
"\n"
]
}
],
"source": [
"out_str = '\\t'.join(list(ests_DF.columns)) + '\\n'\n",
"for index, row in ests_DF.iterrows():\n",
" out_str += row['ID'] + '\\t'\n",
" \n",
" rest = row[1:]\n",
" for ii in range(len(rest) - 1):\n",
" if ii % 2 != 0: # every other column contains the uncertainty \n",
" continue\n",
" \n",
" val, unc = formatter(rest[ii], rest[ii+1])\n",
" out_str += val + '\\t' + unc + '\\t'\n",
" \n",
" out_str += '\\n'\n",
" \n",
"print(out_str)\n",
"\n",
"out_file = open(\"ML-OGLE_BLG_RRL.dat\", \"w\")\n",
"out_file.write(out_str)\n",
"out_file.close()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Visualize the RR Lyraes in the three galaxies"
]
},
{
"cell_type": "code",
"execution_count": 52,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x295.429 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sns.distplot(BLG_ests[:,X_columns.index('logL')], label='BLG')\n",
"sns.distplot(LMC_ests[:,X_columns.index('logL')], label='LMC')\n",
"sns.distplot(SMC_ests[:,X_columns.index('logL')], label='SMC')\n",
"plt.xlabel('$\\log\\;L/$L$_\\odot$')\n",
"plt.ylabel('Normalized density')\n",
"plt.legend(loc='best')\n",
"plt.savefig('RRL-luminosity-distributions.pdf', bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 53,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x295.429 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sns.distplot(BLG_ests[:,X_columns.index('M')], label='BLG')\n",
"sns.distplot(LMC_ests[:,X_columns.index('M')], label='LMC')\n",
"sns.distplot(SMC_ests[:,X_columns.index('M')], label='SMC')\n",
"plt.xlabel('$M/$M$_\\odot$')\n",
"plt.ylabel('Normalized density')\n",
"plt.legend(loc='best')\n",
"plt.savefig('RRL-mass-distributions.pdf', bbox_inches='tight')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 54,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"812 9238 3504\n"
]
}
],
"source": [
"print(SMC_ests.shape[0], LMC_ests.shape[0], BLG_ests.shape[0])"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Estimate distances"
]
},
{
"cell_type": "code",
"execution_count": 55,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"18.526650540647747 +/- 0.14554204542191895\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x295.429 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"inliers = [True for ii in range(len(LMC_actual_Ws))]\n",
"while True:\n",
" values = np.array(LMC_actual_Ws - LMC_ests[:,X_columns.index('W')])\n",
" weights = 1. / LMC_e_ests_[:,X_columns.index('W')]**2\n",
" \n",
" average = np.average(values[inliers], weights=weights[inliers])\n",
" variance = np.average((values-average)[inliers]**2, weights=weights[inliers])\n",
" \n",
" new_outliers = np.abs(values[inliers] - average)/np.sqrt(variance) > 5\n",
" if not np.any(new_outliers):\n",
" break\n",
" inliers = np.logical_not(np.abs(values - average)/np.sqrt(variance) > 5)\n",
"\n",
"print(average, '+/-', np.sqrt(variance))\n",
"\n",
"plt.scatter(LMC_logPs, LMC_actual_Ws - LMC_ests[:,X_columns.index('W')], c=np.logical_not(inliers))\n",
"\n",
"plt.xlabel('$\\log\\;P/$days')\n",
"plt.ylabel('$W_{\\\\rm{actual}} - W_{\\\\rm{predicted}}$')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 56,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x295.429 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.suptitle(' LMC: RR Lyrae', y=0.99)\n",
"plt.hist(np.array(LMC_actual_Ws - LMC_ests[:,X_columns.index('W')])[inliers], bins=20)\n",
"plt.xlabel('Distance modulus: $W_{\\\\rm{actual}} - W_{\\\\rm{predicted}}$ [mag]')\n",
"plt.ylabel('Counts')\n",
"plt.xlim([17.8, 19.2])\n",
"plt.text(17.83, 1720, 'Weighted mean:\\n$18.52 \\pm 0.14$ mag')\n",
"\n",
"plt.savefig('LMC-RRL-distance_modulus_hist.pdf')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 57,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"18.889822667634736 +/- 0.17558576008281643\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x295.429 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"inliers = [True for ii in range(len(SMC_actual_Ws))]\n",
"while True:\n",
" values = np.array(SMC_actual_Ws - SMC_ests[:,X_columns.index('W')])\n",
" weights = 1. / SMC_e_ests_[:,X_columns.index('W')]**2\n",
" \n",
" average = np.average(values[inliers], weights=weights[inliers])\n",
" variance = np.average((values-average)[inliers]**2, weights=weights[inliers])\n",
" \n",
" new_outliers = np.abs(values[inliers] - average)/np.sqrt(variance) > 5\n",
" if not np.any(new_outliers):\n",
" break\n",
" inliers = np.logical_not(np.abs(values - average)/np.sqrt(variance) > 5)\n",
"\n",
"print(average, '+/-', np.sqrt(variance))\n",
"\n",
"plt.scatter(SMC_logPs, SMC_actual_Ws - SMC_ests[:,X_columns.index('W')], c=np.logical_not(inliers))\n",
"\n",
"plt.xlabel('$\\log\\;P/$days')\n",
"plt.ylabel('$W_{\\\\rm{actual}} - W_{\\\\rm{predicted}}$')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 58,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 478.3x295.429 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.suptitle(' SMC: RR Lyrae', y=0.99)\n",
"plt.hist(np.array(SMC_actual_Ws - SMC_ests[:,X_columns.index('W')])[inliers], bins=20)\n",
"plt.xlabel('Distance modulus: $W_{\\\\rm{actual}} - W_{\\\\rm{predicted}}$ [mag]')\n",
"plt.ylabel('Counts')\n",
"#plt.xlim([17.8, 19.2])\n",
"plt.text(18.04, 125, 'Weighted mean:\\n$18.88 \\pm 0.17$ mag')\n",
"\n",
"plt.savefig('SMC-RRL-distance_modulus_hist.pdf')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Use random forests to obtain feature importances "
]
},
{
"cell_type": "code",
"execution_count": 59,
"metadata": {},
"outputs": [],
"source": [
"y_col_names = ['$\\log\\;P$', \n",
" '$I$ Amplitude', '$I$ Skewness', '$I$ Acuteness',\n",
" '$V$ Amplitude', '$V$ Skewness', '$V$ Acuteness',\n",
" '$I$ $A_1$', '$I$ $A_2$', '$I$ $A_3$',\n",
" '$V$ $A_1$', '$V$ $A_2$', '$V$ $A_3$']"
]
},
{
"cell_type": "code",
"execution_count": 60,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x576 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"rf = RandomForestRegressor(n_estimators=1024, random_state=1)\n",
"X = DF[y_columns]\n",
"rf.fit(X, DF['logL'])\n",
"\n",
"importances = rf.feature_importances_\n",
"std = np.std([tree.feature_importances_ for tree in rf.estimators_], axis=0)\n",
"indices = np.argsort(importances)\n",
"\n",
"plt.figure(figsize=(6,8))\n",
"plt.suptitle(' RR Lyrae: Luminosity', y=0.99)\n",
"rects1 = plt.barh(range(X.shape[1])[:-1], importances[indices][:-1],\n",
" color=\"r\", align=\"center\")\n",
"plt.yticks(range(X.shape[1])[:-1], [y_col_names[idx] for idx in indices][:-1])\n",
"plt.ylim([-1, X.shape[1]-1])\n",
"plt.xlabel('Feature importance')\n",
"\n",
"plt.xlim([0, 0.16])\n",
"ax = plt.gca()\n",
"ax.set_xticks([0, 0.08, 0.16])\n",
"ax.set_xticklabels(['0%', '8%', '16%'])\n",
"\n",
"plt.text(0.0972, -0.1, 'period: %.1f%%' % (importances[0]*100))\n",
"plt.text(0.04, -0.7, 'light curve structure: %.1f%%' % (sum(importances[1:])*100))\n",
"\n",
"def autolabel(rects):\n",
" for rect in rects:\n",
" height = rect.get_height()\n",
" ax.annotate('%.1f' % (height*100) + '%',\n",
" xy=(rect.get_x() + rect.get_width() / 2, height),\n",
" xytext=(0, 3), \n",
" textcoords=\"offset points\",\n",
" ha='center', va='bottom')\n",
"\n",
"plt.savefig('RRL-L-importances.pdf')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 61,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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ncBEREcMZfhPlzp07WblyJbt27SInJ4e//OUvPPTQQ3zwwQfF2q5atYrly5fj4uLCmTNnSElJAWDbtm08+OCDfPfdd8TFxfH999+zfft2o6cqIiKVxPBw8fX1xdfXl6effpq2bdsSHh5eYrvvvvuOadOmER0dTatWrQCIiYlh8uTJnD17lgcffJDevXsTFxdHenq60dMUEZFKVCmPf0lPTyclJYXnn3++1DbffPMNjo6O5mAB6NevH6dPnyYtLQ0AKysrGjVqVBlTFBGRSlQp51x2794NQOfOnUttk5+fT3Z2Nl999ZVF+aBBg6ip52WJiFRrlbJy2bNnDw4ODrRr167UNs8//zybNm1i2rRpHDx4kAkTJuDi4kK9evXo1atXqf2ioqKYN28ew4YNo3v37rRv357c3FzCwsLIzs7m5MmTXLp0iUmTJtGhQwf27dvHqFGjAIiIiKBZs2Z8+OGHREdH8+STTzJp0iTc3d354YcfeP311wkLC8PBwYHVq1eze/duQkNDCQwMJDExkU6dOrFgwQIcHBwAytwuwKZNm0hOTsbV1ZXY2Fg8PT2ZPXt2uXXXy87OJjs726Ls2spORORuVSnhsnfvXjp27EiNGqUP37NnT4KCgvjwww9ZsWIFGzZsYMKECQwaNAgrK6sS+2RlZfHTTz8RHR2Nu7u7uTwgIIBx48bRtm1bAEaNGsXrr79OXFwcHTt25MUXX2TFihW0bNkSR0dHZsyYQVxcHB4eHuZxvL296d69O126dKGgoICVK1eSmprK1q1b+eijjzh27Bh+fn6sWbOGoUOHlrtde3t7Jk6cyPfff4+TkxMDBw4kLCwMAJPJVGrdjSIjIwkJCbnJfwERkapl+GGxU6dOcebMmTIPiV3z4osvsmHDBl544QWys7OZMWMG48aNw1TC+wdOnjzJ/Pnzeffddy2CJTExkfj4eKKjowkKCiIoKIhatWrRvHlzUlNTAfDz88NkMhETEwOAvb09bdq0ISYmhvz8fACio6MZNGgQADY2NjRs2JD8/Hxee+01HB0deeyxx6hfvz7Hjx+v0Hbz8vIoLCxk4cKFmEwm7O3tGTJkCECZdTcaNmwYcXFxFj/Lly+v6D+HiEiVMHzlsmfPHgC6dOlSofYNGzbkww8/pH///rz11lts2rSJ0NBQxo8fb9Fu9OjRNG/eHEdHR4vypKQkHBwcmDJlSqnbaNq0KV26dOGrr77ilVde4cSJE9SqVYtz586xbds2nnjiCfbs2WNekZTGzs7OHHwV2e7kyZOZOXMmO3bsYNKkSebDfQ4ODqXW3cjZ2RlnZ+cy5yUicrcxfOWyZ88eateuTevWrUtt8+uvv5KYmGhR1qVLF+bPnw9AXFxcsT5Tpkxhy5YtLF68uFhdZmYmOTk5xcqvXwH5+flx6NAhkpOTiYiIYNq0afzlL3/hq6++YteuXRVaad3sdv39/Vm+fDnOzs688cYbTJ482dymrDoRkerO8HDZu3cvPj4+WFuXPrSTkxP//Oc/KSwstChv3749QLHVCYCPjw/jx49n4cKF7Nq1y1zerFkzCgsLWbZsmUX71NRU82EwgN69e+Pq6kpwcDDW1ta4u7szePBgduzYwaeffsrAgQNvaj/L2+65c+c4cOAAHTp0YNWqVQQEBLBmzRqOHDlSZp2IyL3A0HA5duwY586dK3cVULduXY4ePcq0adPIzc01l69fvx6A4cOHm8uuBVBRURGjRo2ie/fuTJgwgdOnTwNXb9r08vIiODiY4OBgEhISWLt2LR988AF9+vQxj2NjY8PLL7/Mzp07GTlyJHD1ooJ69erh4eGBk5OTxRyvnYspKioyl5lMJvN8yttubm4uERER5r5+fn7Y2tpSt27dMutERO4Fhpxz2b9/P5GRkRw6dAiAdevWkZyczKxZs7CxsSmxT+PGjVm1ahX/+c9/eOSRRygqKuL8+fN89tlndO3aFbj6GJitW7cCsGzZMvr160f//v3ZsmULr7zyCmPGjGHAgAGEhYURGBhIREQEUVFRdOvWjaCgIOzt7S22OXjwYLKysvD09Ly68zVq4O/vzxNPPGHR7tChQ2zZsgWA8PBw/Pz8WLt2Lb///jv79u3jhx9+wMfHp8ztZmVl8e2332JjY0PHjh05fvw4CxcupGHDhqSmppZaJyJyL7Aquv5Pc6kWUlNT6d27N5/86U+46oZTESlD6yVLSiy/9nskLi7O4gpco+ipyCIiYjiFi4iIGE7hIiIihlO4iIiI4RQuIiJiOIWLiIgYTuEiIiKGq5RH7sud0WLu3Eq5Pl1E7h2FJhPWdnZ3fLtauYiI3MOqIlhA4SIiIpVA4SIiIoZTuIiIiOEULiIiYjiFi4iIGE7hIiJyFyq87jXt1ZHuc6nGfp44kYt6n4vIPam097BUF1q5iIiI4RQuIiJiOIWLiIgYTuEiIiKGU7iIiIjhFC4iImI4hYuIiBhO4SIiIoa77Zsop06dyrZt2/j999/x8vKiZ8+eTJgwwVxvMpn429/+xq5du2jUqBEDBgwgICAAgFWrVrF8+XJcXFw4c+YMKSkpAGzbto0HH3wQgO+++464uDi+//57tm/ffrvTFRGRO+C2Vy6BgYGMGTMGgNmzZ1sEC4CdnR2zZs2iV69ebNy40Rws3333HdOmTWP27Nl8/vnnbNy4kblz52Jra8vZs2fN/Xv37g1Aenr67U5VRETuEEMe/3LtVbunT5+mbdu2xerDwsKYM2cOdte9Ee2bb77B0dGRVq1amcv69evH6dOnSUtLM5dZWVnRqFEjI6YpIiJ3iCHnXDw8PICr4XKj6OhoevTogZOTk0V5fn4+2dnZfPXVVxblgwYNoqaelyUiUq0ZsnJp1KgRNjY2xcIlIyODQ4cOMWXKlGJ9nn/+eTZt2sS0adM4ePAgEyZMwMXFhXr16tGrV68ytxcVFcW8efMYNmwY3bt3p3379uTm5hIWFkZ2djYnT57k0qVLTJo0iaKiIkaNGgVAREQEzZo148MPPyQ6Oponn3ySSZMm4e7uzg8//MDrr79OWFgYDg4OrF69mt27dxMaGkpgYCCJiYl06tSJBQsW4ODgAFDqNjt06ADApk2bSE5OxtXVldjYWDw9PZk9e3a5ddfLzs4mOzvbouz6lZ2IyN3IkHCxtbXFzc2N1NRUi/KQkJBi52Cu6dmzJ0FBQXz44YesWLGCDRs2MGHCBAYNGoSVlVWp28rKyuKnn34iOjrafDgOICAggHHjxpkPy40aNYrXX3+duLg4XnzxRVasWEHLli1xdHRkxowZxMXF4eHhYR7D29ub7t2706VLFwoKCli5ciWpqals3bqVjz76iGPHjuHn58eaNWsYOnRoudu0t7dn4sSJfP/99zg5OTFw4EDCwsKAqxc5lFZ3o8jISEJCQiryzyAictcw7FJkd3d3Tp06Zf68bt06unXrhouLS6l9XnzxRTZs2MALL7xAdnY2M2bMYNy4cZhKeY/ByZMnmT9/Pu+++65FsCQmJhIfH090dDRBQUEEBQVRq1YtmjdvTmpqKn5+fphMJmJiYgCwt7enTZs2xMTEkJ+fD1w9fDdo0CAAbGxsaNiwIfn5+bz22ms4Ojry2GOPUb9+fY4fP16hbebl5VFYWMjChQsxmUzY29szZMgQgDLrbjRs2DDi4uIsfpYvX17RfxYRkSph2PtcPDw8SEhIoKCggMzMTJKSkpgxY0a5/Ro2bMiHH35I//79eeutt9i0aROhoaGMHz++WNvRo0fTvHlzHB0dLcqTkpJwcHAo8fDbNV26dOGrr77ilVde4cSJE9SqVYtz586xbds2nnjiCfbs2WNekZTGzs7OHHwV2ebkyZOZOXMmO3bsYNKkSebDfQ4ODqXW3cjZ2RlnZ+cy5yUicrcxbOXi4eFBfn4+Z86cYdGiRYwdO7bUtr/++iuJiYkWZV26dGH+/PkAxMXFldhvypQpbNmyhcWLFxery8zMJCcnp1j5tTDw8/Pj0KFDJCcnExERwbRp0/jLX/7CV199xa5du+jcuXOF97Wi2/T392f58uU4OzvzxhtvMHnyZHObsupERKo7Q8MFIDQ0FF9fX+rWrVtqWycnJ/75z39SWFhoUd6+fXuAYiuTa3x8fBg/fjwLFy5k165d5vJmzZpRWFjIsmXLLNqnpqaaD4X17t0bV1dXgoODsba2xt3dncGDB7Njxw4+/fRTBg4ceFP7W942z507x4EDB+jQoQOrVq0iICCANWvWcOTIkTLrRETuBYaHy6VLl+jTp0+ZbevWrcvRo0eZNm0aubm55vL169cDMHz4cIv210Lo2pVf3bt3Z8KECear03x9ffHy8iI4OJjg4GASEhJYu3YtH3zwgXkuNjY2vPzyy+zcuZORI0cCVy8qqFevHh4eHiVeKn1tm9eYTCbzXMrbZm5uLhEREea+fn5+2NraUrdu3TLrRETuBYadc2ncuDGurq5Mnz69wu1XrVrFf/7zHx555BGKioo4f/48n332GV27djW327ZtG1u3bgVg2bJl9OvXj/79+7NlyxZeeeUVxowZw4ABAwgLCyMwMJCIiAiioqLo1q0bQUFB2Nvbm8caPHgwWVlZeHp6Xt35GjXw9/fniSeesJjboUOH2LJlCwDh4eH4+fmxdu1afv/9d/bt28cPP/yAj49PmdvMysri22+/xcbGho4dO3L8+HEWLlxIw4YNSU1NLbVOROReYFV0/Z/mUi2kpqbSu3dvPvnTn3DVDaci96TWS5ZU6vjXfo/ExcVZXH1rFD0VWUREDKdwERERwylcRETEcAoXERExnMJFREQMp3ARERHDKVxERMRwht1EKXdei7lzK+X6dBGpeoUmE9bXvb23utHKRUTkLlSdgwUULiIiUgkULiIiYjiFi4iIGE7hIiIihlO4iIiI4RQuIiJiOIWLiNwTCk2mqp6CXEc3UVZjP0+cyEW9LEwEqPyXa8nN0cpFREQMp3ARERHDKVxERMRwChcRETGcwkVERAyncBEREcMpXERExHCGhMvOnTsZN24cHTt2xNvbm5EjRzJ9+vRy++Xl5eHn50dhYaER0xARkbuEITdR+vr64uvry9NPP03btm0JDw+vUL+NGzeSkJBAXFwcTz75pBFTKVVubi41dcOhiMgdYdhhsfT0dFJSUnj88ccr3CcmJobatWvz+eefGzWNEl28eJGZM2dW6jZEROT/GBYuu3fvBqBz584Vap+cnIyXlxeDBg0iISGBgwcPGjUVC7m5uQQEBHDq1KlKGV9ERIoz7Nlie/bswcHBgXbt2lWofVRUFOPGjQPg888/Z8mSJcybN69Yu6KiIlauXMnp06extbVl9+7djBgxgqeffppt27bxzjvv4O3tzRdffMHvv/9ObGwss2fPZsyYMYwdO5bNmzfz888/AxAUFESnTp148sknyc3NJSwsjOzsbE6ePMmlS5eYNGkSHTp04ODBg6xevZrdu3cTGhpKYGAgiYmJdOrUiQULFuDg4ABQ5hgAmzZtIjk5GVdXV2JjY/H09GT27Nnl1omIVHeGrVz27t1Lx44dqVGj/LzKzMyksLAQV1dXXF1d6dOnDxs2bCAtLa1Y26CgILKyspg4cSIBAQE8/PDDBAQEkJmZSY8ePfDy8jK3bdCgAcOHD7fo369fPzw9PfH09GTKlCnmczsBAQE89dRTzJgxgyVLluDi4sLrr7/OhQsXaNOmDQUFBaSmprJ161Y++ugjIiIi2L59O2vWrDGPXdYYJpOJiRMnMmrUKPz9/QkPD6dBgwYAZdbdKDs7m9TUVIufkr4nEZG7iSErl1OnTnHmzBmGDBlSofYrVqzAz8/P/HnEiBF8/fXXLFu2jIkTJ5rLjx07RlRUFD/++KO5bPTo0bRt25a6desCYG1tmY9WVlblbj8xMZH4+Hiio6OJjo4GoFatWjRv3pzU1FTatWtHw4YNyc/P57XXXgPgscceo379+hw/frxCYzRt2pTCwkIWLlzIu+++i729vfn7ycvLK7XuRpGRkYSEhJS7TyIidxNDwmXPnj0AdOnSpdy2+fn5fPPNNyQkJFiUOzs7s3LlSkaPHo29vT1wdTVUu3ZtHnjgAXO7OnXqMGDAgNuab1JSEg4ODkyZMuWm+tl/xlXUAAAgAElEQVTZ2WH633dGVGSMyZMnM3PmTHbs2MGkSZPo1asXAA4ODqXW3WjYsGEMHDjQoiwtLQ1/f/+bmruIyJ1kyGGxPXv2ULt2bVq3bl1u202bNjFy5EjCw8Mtft59913++OMP1q5da26bl5dHVlYWly9fNmKaFjIzM8nJySlWbrqJFw6VN4a/vz/Lly/H2dmZN954g8mTJ5vblFV3PWdnZ9zd3S1+3NzcKjxHEZGqYEi47N27Fx8fn2KHqEqyevVqnnnmmWLlffv2xcnJiaVLl5pvqmzRogVFRUUsW7bMou2JEyc4cuSI+XNBQYH5v0sLh+tv1GzWrBmFhYXFxk1NTSUmJqbcfajIGOfOnePAgQN06NCBVatWERAQwJo1azhy5EiZdSIi94LbDpdjx45x7ty5Cl2CHB8fj62trfmw1/Vq1apF165dSUlJYfPmzcDVmzPbtWvH/PnzCQwMZOvWrURFRfHll1/i7e0NgIeHB4cPH+bIkSNkZWURERGBvb09Z86cMYdOnTp1OH36NCaTicTERHx9ffHy8iI4OJjg4GASEhJYu3YtH3zwAX369AGuHr6Dq1erXWMymcwhVd4Yubm5REREmPv6+flha2tL3bp1y6wTEbkX2Lz33nvv3UrH/fv3M2fOHCIjI7lw4QLnz58nISGBXr16lbiC2bp1K9OnTycrK4uGDRvSsmVLi/pt27YRExNDVlYW+/btw83NDS8vL3r06EFqaiobNmxg586dPPjgg7z99tvY2NgA4O3tTUJCAqGhoezbt49XX32VAwcO0KJFC+rVq0eDBg2oU6cOsbGxxMbG0qlTJ5o0aUK3bt349ddfiYmJYfPmzdjY2DBt2jRcXFw4dOgQn376KZmZmdSqVQtvb29WrlzJt99+S05ODm3atMHd3b3MMbKzs5k2bRopKSlkZWXx7bffMmrUKB5++OEy6yoiOzubpUuX0u/BB3GswNV5IveDBrd5LvZ+c+33yLBhw3B2djZ8fKui6/80l2ohNTWV3r1788mf/oSrHmkjAkDrJUuqegrVyrXfI3Fxcbi7uxs+vp6KLCIihlO4iIiI4RQuIiJiOIWLiIgYTuEiIiKGU7iIiIjhFC4iImI43YFXjbWYO7dSrk8XqY4KTSas7eyqehryv7RyEZF7goLl7qJwERERwylcRETEcAoXERExnMJFREQMp3ARERHDKVxERMRwChcRqVKFpbyaXKo33URZjf08cSIX9bIwqeb0kq97k1YuIiJiOIWLiIgYTuEiIiKGU7iIiIjhFC4iImI4hYuIiBhO4SIiIoa7pXCZOnUqvr6+tGrVin79+jF//nyLepPJxIgRI2jVqhU9e/Zk0aJFJY6Tl5eHn58fhYWFtzINERG5S91SuAQGBjJmzBgAZs+ezYQJEyzq7ezsmDVrFr169WLjxo0EBASUOM7GjRtJSEggLi7uVqZxU3Jzcyt9GyIictUtHxa79nrd06dPl1gfFhbGnDlzsCvj7XAxMTHUrl2bzz///FanUSEXL15k5syZlboNERH5P7ccLh4eHkDJ4RIdHU2PHj1wcnIqtX9ycjJeXl4MGjSIhIQEDh48eKtTKVNubi4BAQGcOnWqUsYXEZHibvnZYo0aNcLGxqZYuGRkZHDo0CGmTJlSZv+oqCjGjRsHwOeff86SJUuYN29esXZFRUWsXLmS06dPY2try+7duxkxYgRPP/0027Zt45133sHb25svvviC33//ndjYWGbPns2YMWMYO3Ysmzdv5ueffwYgKCiITp068eSTT5Kbm0tYWBjZ2dmcPHmSS5cuMWnSJDp06MDBgwdZvXo1u3fvJjQ0lMDAQBITE+nUqRMLFizAwcEBoMwxADZt2kRycjKurq7Exsbi6enJ7Nmzy60TEanubnnlYmtri5ubG6mpqRblISEhvPnmm2X2zczMpLCwEFdXV1xdXenTpw8bNmwgLS2tWNugoCCysrKYOHEiAQEBPPzwwwQEBJCZmUmPHj3w8vIyt23QoAHDhw+36N+vXz88PT3x9PRkypQpPPnkkwAEBATw1FNPMWPGDJYsWYKLiwuvv/46Fy5coE2bNhQUFJCamsrWrVv56KOPiIiIYPv27axZs8Y8dlljmEwmJk6cyKhRo/D39yc8PJwGDRoAlFl3o+zsbFJTUy1+SvqeRETuJrf1VGR3d3eLw03r1q2jW7duuLi4lNlvxYoV+Pn5mT+PGDGCr7/+mmXLljFx4kRz+bFjx4iKiuLHH380l40ePZq2bdtSt25dAKytLfPRysqq3HknJiYSHx9PdHQ00dHRANSqVYvmzZuTmppKu3btaNiwIfn5+bz22msAPPbYY9SvX5/jx49XaIymTZtSWFjIwoULeffdd7G3t2fIkCHA1avkSqu7UWRkJCEhIeXuk4jI3eS2wsXDw4OEhAQKCgrIzMwkKSmJGTNmlNknPz+fb775hoSEBItyZ2dnVq5cyejRo7G3twdg79691K5dmwceeMDcrk6dOgwYMOB2pk1SUhIODg7lHrq7kZ2dHab/ffdERcaYPHkyM2fOZMeOHUyaNIlevXoB4ODgUGrdjYYNG8bAgQMtytLS0vD397+puYuI3Em3dROlh4cH+fn5nDlzhkWLFjF27Nhy+2zatImRI0cSHh5u8fPuu+/yxx9/sHbtWnPbvLw8srKyuHz58u1Ms0SZmZnk5OQUKzfdxIuLyhvD39+f5cuX4+zszBtvvMHkyZPNbcqqu56zszPu7u4WP25ubhWeo4hIVbjtcAEIDQ3F19fXfKiqLKtXr+aZZ54pVt63b1+cnJxYunSp+abKFi1aUFRUxLJlyyzanjhxgiNHjpg/FxQUmP+7tHC4/kbNZs2aUVhYWGzc1NRUYmJiyt2Hioxx7tw5Dhw4QIcOHVi1ahUBAQGsWbOGI0eOlFknInIvMCRcLl26RJ8+fcptHx8fj62trfmw1/Vq1apF165dSUlJYfPmzQD4+vrSrl075s+fT2BgIFu3biUqKoovv/wSb29v8xwOHz7MkSNHyMrKIiIiAnt7e86cOWMOnTp16nD69GlMJhOJiYn4+vri5eVFcHAwwcHBJCQksHbtWj744APzfuTn5wNXr1a7xmQymUOqvDFyc3OJiIgw9/Xz88PW1pa6deuWWScici+wee+999671c4PPPAAMTExhIaGlhgY19u6dSvTp08nKyuLhg0b0rJlS4v6bdu2ERMTQ1ZWFvv27cPNzQ0vLy969OhBamoqGzZsYOfOnTz44IO8/fbb2NjYAODt7U1CQgKhoaHs27ePV199lQMHDtCiRQvq1atHgwYNqFOnDrGxscTGxtKpUyeaNGlCt27d+PXXX4mJiWHz5s3Y2Ngwbdo0XFxcOHToEJ9++imZmZnUqlULb29vVq5cybfffktOTg5t2rTB3d29zDGys7OZNm0aKSkpZGVl8e233zJq1CgefvjhMusqIjs7m6VLl9LvwQdxrKE3VUv11uA2z6HKrbn2e2TYsGE4OzsbPr5V0fV/mku1kJqaSu/evfnkT3/CtWbNqp6OyG1pvWRJVU/hvnTt90hcXJz5iStG0lORRUTEcAoXERExnMJFREQMp3ARERHDKVxERMRwChcRETGcwkVERAyncBEREcPp9u5qrMXcuZVy85PInVRoMmFdxuvQpXrSykVEqpSC5d6kcBEREcMpXERExHAKFxERMZzCRUREDKdwERERwylcRK5TWMprskXk5ug+l2rs54kTuaiXhRlKL64SMYZWLiIiYjiFi4iIGE7hIiIihlO4iIiI4RQuIiJiOIWLiIgYTuEiIiKGU7iUYefOnYwbN46OHTvi7e3NyJEjmT59+k2PM3r0aNavX18JMxQRuTvpJsoy+Pr64uvry9NPP03btm0JDw+/6TFiY2OJi4vDx8enEmYoInJ30sqlHOnp6aSkpPD444/fdN8LFy6QlJQEQEZGhtFTExG5aylcyrF7924AOnfufNN9ly5dyvjx43F0dFS4iMh9ReFSjj179uDg4EC7du1uqt/u3bvx8fHB0dERV1dXhYuI3Fd0zqUce/fupWPHjtSoUfGvKjc3l6NHjzJ8+HAA3Nzc+O23325p+9nZ2WRnZ1uUpaWl3dJYIiJ3isKlDKdOneLMmTMMGTLkpvqtW7eOQYMGmT+7urqSmJho0WbDhg2cPXuW/fv307x5c8aOHVviWJGRkYSEhNz85EVEqpDCpQx79uwBoEuXLhXuc/jwYeLi4izC5KeffuLy5cvk5OTg6OjIqVOnSE9PZ8SIEeTm5vLMM8/g6elJ//79i403bNgwBg4caFGWlpaGv7//Le6ViEjlU7iUYc+ePdSuXZvWrVtXqH1BQQHbt29n8eLFFuXLli1j5syZZGRk4OjoyLFjxwgPD2fYsGHUrFmT9u3b8+OPP5YYLs7Ozjg7OxuyPyIid4pO6Jdh7969+Pj4YG1dsa8pKiqKvn37FiuvX78+8H+XI3fr1s0igNLT02nWrJkBMxYRuTsoXEpx7Ngxzp07V+FLkJOSkkhJScHd3b1YXb169YD/Cxc7Ozu8vb2Bq4fMzp8/z4svvmjQzEVEqp4Oi91g//79REZGcujQIeDqyfnk5GRmzZqFjY1NsfZHjhxhzpw5xMfH4+joSKtWrXjppZfM9YGBgezYsQOAkJAQ4uPjCQwMBODKlSsEBwcTHh6Ovb39Hdg7EZE7w6qoqKioqidxv1qwYAEvv/wyDz30ECkpKTRp0qRC/VJTU+nduzef/OlPuNasWbmTvM+0XrKkqqcgckdc+z0SFxdX4hGX26XDYlXk3//+N927d8fOzo709HR27dpV1VMSETGMDotVgYSEBN5//30KCwvNZYsWLarCGYmIGEvhUgU6dOjA4cOHq3oaIiKVRofFRETEcAoXERExnMJFREQMp3ARERHDKVxERMRwulqsGmsxd26l3Px0Pys0mbC2s6vqaYhUe1q5iFxHwSJiDIWLiIgYTuEiIiKGU7iIiIjhFC4iImI4hYuIiBhO4SL3pEKTqaqnIHJf030u1djPEydyUS8LK5Fe+iVStbRyERERwylcRETEcAoXERExnMJFREQMp3ARERHDKVxERMRwChcRETGcwkVERAyncLnO1KlT8fX1pVWrVvTr14/58+db1JtMJkaMGEGrVq3o2bMnixYtqtC4o0ePZv369ZUxZRGRu5LC5TqBgYGMGTMGgNmzZzNhwgSLejs7O2bNmkWvXr3YuHEjAQEB5Y4ZGxtLXFwc6enplTJnEZG7kcLlBtdeG3z69OkS68PCwpgzZw52FXhj4YULF0hKSgIgIyPDuEmKiNzlFC438PDwAEoOl+joaHr06IGTk1OFxlq6dCnjx4/H0dFR4SIi9xU9uPIGjRo1wsbGpli4ZGRkcOjQIaZMmVKhcXbv3o2Pjw+Ojo64urrecrhkZ2eTnZ1tUZaWlnZLY4mI3CkKlxvY2tri5uZGamqqRXlISEixczClyc3N5ejRowwfPhwANzc3fvvtt1uaT2RkJCEhIbfUV0SkqihcSuDu7s6pU6fMn9etW0e3bt1wcXGpUP9169YxaNAg82dXV1cSExOLtduwYQNnz55l//79NG/enLFjxxZrM2zYMAYOHGhRlpaWhr+/f0V3R0TkjlO4lMDDw4OEhAQKCgrIzMwkKSmJGTNmVKjv4cOHiYuLswiTn376icuXL5OTk4OjoyMAp06dIj09nREjRpCbm8szzzyDp6cn/fv3txjP2dkZZ2dn43ZOROQOULiUwMPDg/z8fM6cOcPHH3/M22+/XaF+BQUFbN++ncWLF1uUL1u2jJkzZ5KRkWEOl2PHjhEeHs6wYcOoWbMm7du358cffywWLiIi1ZGuFivBtSvGQkND8fX1pW7duhXqFxUVRd++fYuV169fH7C8HLlbt24WIZSenk6zZs1uZ9oiIncNhUsJroXLpUuX6NOnT4X6JCUlkZKSYr5P5nr16tUDLMPFzs4Ob29v4Ophs/Pnz/Piiy/e7tRFRO4KOixWgsaNG+Pq6sr06dPLbXvkyBHmzJlDfHw8jo6OtGrVipdeeslcHxgYyI4dO4CrV5zFx8cTGBhorr9y5QrBwcGEh4djb29v/M6IiFQBhUsJXFxc2L59e4Xaent7ExERUWr91KlTy+wfGhrKtGnTeOihh0hJSaFJkyY3M1URkbuSDotVoX//+990794dOzs70tPT2bVrV1VPSUTEEFq5VJGEhATef/99CgsLzWUVfcqyiMjdTuFSRTp06MDhw4erehoiIpVCh8VERMRwChcRETGcwkVERAyncBEREcPphH411mLu3BKfCCBQaDJhXYG3hYpI5dDKRe5JChaRqqVwERERwylcRETEcAoXERExnMJFREQMp3ARERHDKVxERMRwCheptgpNpqqegoiUQjdRVmM/T5zIxZo1q3oaVab1kiVVPQURKYVWLiIiYjiFi4iIGE7hIiIihlO4iIiI4RQuIiJiOIWLiIgYTuEiIiKGU7iUY+fOnYwbN46OHTvi7e3NyJEjmT59+k2PM3r0aNavX18JMxQRufvoJspy+Pr64uvry9NPP03btm0JDw+/6TFiY2OJi4vDx8enEmYoInL30cqlAtLT00lJSeHxxx+/6b4XLlwgKSkJgIyMDKOnJiJyV1K4VMDu3bsB6Ny58033Xbp0KePHj8fR0VHhIiL3DYVLBezZswcHBwfatWt3U/12796Nj48Pjo6OuLq6KlxE5L6hcy4VsHfvXjp27EiNGhX/unJzczl69CjDhw8HwM3Njd9+++2mt52dnU12drZFWVpa2k2PIyJyJylcynHq1CnOnDnDkCFDbqrfunXrGDRokPmzq6sriYmJJY4fFhbGrFmzShwnMjKSkJCQm5u0iEgVU7iUY8+ePQB06dKlwn0OHz5MXFycRZj89NNPXL58mZycHBwdHQH44osvOHToUJkrmmHDhjFw4ECLsrS0NPz9/W9mN0RE7iiFSzn27NlD7dq1ad26dYXaFxQUsH37dhYvXmxRvmzZMmbOnElGRoY5XIYOHcrevXvLXJk4Ozvj7Ox86zsgIlIFdEK/HHv37sXHxwdr64p9VVFRUfTt27dYef369QFdjiwi9weFSxmOHTvGuXPnKnwJclJSEikpKbi7uxerq1evHqBwEZH7gw6LlWD//v1ERkZy6NAh4OrJ+eTkZGbNmoWNjU2x9keOHGHOnDnEx8fj6OhIq1ateOmll8z1gYGB7NixA4CQkBDi4+MJDAy8MzsjIlIFFC4leOSRR5g/f36F23t7exMREVFq/dSpU42YlohItaHDYiIiYjiFSxVasWIF4eHhHD16lPnz53PixImqnpKIiCF0WKwKDRo0yOJGSxGRe4VWLiIiYjiFi4iIGE7hIiIihlO4iIiI4RQuIiJiOF0tVo21mDu3xEfN3C8KTSas7eyqehoiUgKtXKTaUrCI3L0ULiIiYjiFi4iIGE7hIiIihlO4iIiI4RQuIiJiOIWLVAuFJlNVT0FEboLuc6nGfp44kYs1a1b1NO6I1kuWVPUUROQmaOUiIiKGU7iIiIjhFC4iImI4hYuIiBhO4SIiIoZTuIiIiOEULiIiYjiFy3WmTp2Kr68vrVq1ol+/fsyfP9+i3mQyMWLECFq1akXPnj1ZtGhRhcYdPXo069evr4wpi4jclRQu1wkMDGTMmDEAzJ49mwkTJljU29nZMWvWLHr16sXGjRsJCAgod8zY2Fji4uJIT0+vlDmLiNyNFC43uPZmx9OnT5dYHxYWxpw5c7CrwIuqLly4QFJSEgAZGRnGTVJE5C6ncLmBh4cHUHK4REdH06NHD5ycnCo01tKlSxk/fjyOjo4KFxG5ryhcbtCoUSNsbGyKhUtGRgaHDh2iZ8+eFRpn9+7d+Pj44OjoiKurq8JFRO4renDlDWxtbXFzcyM1NdWiPCQkpNg5mNLk5uZy9OhRhg8fDoCbmxu//fbbLc0nOzub7Oxsi7K0tLRbGktE5E5RuJTA3d2dU6dOmT+vW7eObt264eLiUqH+69atY9CgQebPrq6uJCYmFmsXFxdHTk4O6enpZGRkMGnSJGrUsPwniYyMJCQk5Bb3RESkaihcSuDh4UFCQgIFBQVkZmaSlJTEjBkzKtT38OHDxMXFWYTJTz/9xOXLl8nJycHR0RGAixcvMmbMGDZs2ICnpyf9+/fn66+/5vnnn7cYb9iwYQwcONCiLC0tDX9//9vcSxGRyqNwKYGHhwf5+fmcOXOGjz/+mLfffrtC/QoKCti+fTuLFy+2KF+2bBkzZ84kIyPDHC5OTk6sXr2axo0bA1BUVFTimM7Ozjg7O9/G3oiI3Hk6oV+Ca1eMhYaG4uvrS926dSvULyoqir59+xYrr1+/PlD8cuQ2bdpgZWVFamoqeXl5PPXUU7c5cxGRu4NWLiW4Fi6XLl2iT58+FeqTlJRESkqK+T6Z69WrVw8o+V6XLVu2EBMTw3vvvWde1YiIVHcKlxI0btwYV1dXpk+fXm7bI0eOMGfOHOLj43F0dKRVq1a89NJL5vrAwEB27NgBXL3iLD4+nsDAQHN9r1696Nq1K8899xx///vf6dGjh+H7IyJypylcSuDi4sL27dsr1Nbb25uIiIhS66dOnVpi+X/+8x9mzZrFhg0bsLW1xdvbmy+//FLhIiL3BJ1zqSLW1tZ06tTJ/PnMmTO0bt26CmckImIcrVyqSNeuXcnIyGDp0qWcO3eO9u3bM3bs2KqeloiIIRQuVeiFF16o6imIiFQKHRYTERHDKVxERMRwChcRETGcwkVERAyncBEREcPparFqrMXcuSU+buZeVGgyYV2BV0uLyN1BKxepFhQsItWLwkVERAyncBEREcMpXERExHAKFxERMZzCRUREDKdwkbtSoclU1VMQkdug+1yqsZ8nTuRizZpVPY1K0XrJkqqegojcBq1cRETEcAoXERExnMJFREQMp3ARERHDKVxERMRwChcRETGcwkVERAyncBEREcMpXERExHC3HC47d+5k3LhxdOzYEW9vb0aOHMn06dPL7ZeXl4efnx+FhYW3uulbduDAAebNm8fAgQP54YcfzOVLliyhc+fO/Pbbb4ZuLy8vj+XLlzN69Gjef/99Q8cWEbmb3XK4+Pr6EhwcTL169ejcuTPh4eF88MEH5fbbuHEjCQkJxMXF3eqmb1m7du1o3LgxP/30k0W4NW3alMcffxxHR0eL9rm5ube1PVtbWwYMGMC+ffv473//e1tjiYhUJ7d1WCw9PZ2UlBQef/zxCveJiYmhdu3afP7557ez6VtibW1N48aNi5V3796dBQsWULt2bXPZxYsXmTlz5m1v08HBoVhoiYjc627rwZW7d+8GoHPnzhVqn5ycjJeXF15eXixevJiDBw/y8MMP384UDFVYWIi1tTW5ubkEBASQl5dX1VMiOzub7Oxsi7K0tLQqmo2ISMXcVrjs2bMHBwcH2rVrV6H2UVFRjBs3DoDPP/+cJUuWMG/ePIs2CQkJrFu3jsTERObNm8esWbNITk7Gzc2NkJAQ0tLS+Ne//sXBgwfp3LkzCxcupGbNmiQnJ/P1119z4MAB3n77bWbNmsXx48dp3bo1M2fOpFWrViXO6eTJk0RHRxMbG0tkZCTu7u5s3ryZn3/+GYCgoCA6deqEra0t77zzDt7e3nzxxRf8/vvvxMbGMnv2bMaMGcPYsWMBKCoq4pNPPuHkyZM0adKEK1euFDu8lpubS1hYGNnZ2Zw8eZJLly4xadIkOnToUGx+kZGRhISEVOj7FRG5W9zWYbG9e/fSsWNHatQoP6MyMzMpLCzE1dUVV1dX+vTpw4YNG4r9Fd6uXTv++9//cvLkSeLj4/noo4/YunUrOTk5vPnmm2RmZhIREcHy5cvZtm0bsbGxADg7O3PgwAGOHj3KsWPH+OSTT1iwYAG//PILb7zxBqZS3g/i7OyMyWQiNTXVXNavXz88PT3x9PRkypQpPPnkk/To0QMvLy9zmwYNGjB8+PBi4/3jH/9g//79zJ49mzfeeIOXX36ZP/74w6JNQEAATz31FDNmzGDJkiW4uLjw+uuvc+HChWLjDRs2jLi4OIuf5cuXl/t9i4hUpVsOl1OnTnHmzJkKHxJbsWIFfn5+5s8jRowgPz+fZcuWWbR74IEHaNy4MXl5eQwZMgRHR0ccHR159NFHuXz5Mn/961+pUaMGbdq0oV69ehw9ehSAxo0b06RJE1xcXPD396dBgwY88cQTjBo1it9++42tW7eWOK969erRsmXLCu2DtbXl12VlZWXx+ddffyUyMhI/Pz9zXaNGjWjYsKG5TWJiIvHx8URHRxMUFERQUBC1atWiefPmFgF3jbOzM+7u7hY/bm5uFZqviEhVueXDYnv27AGgS5cu5bbNz8/nm2++ISEhwaLc2dmZlStXMnr0aOzt7csc44EHHiixLCcnx6Lsxl/4f/7zn1mwYAG//vprufO8XTt37qSwsJCHHnqo1DklJSXh4ODAlClTKn0+IiJV5bbCpXbt2rRu3brctps2bWLkyJE8//zzFuWrVq1iypQprF27Fn9//1uaR1FRUZn1167UcnJyuqXxb8bly5cBih0Gu1FmZiY5OTnFriIzmUzY2dlV2vxERO6UWz4stnfvXnx8fIodKirJ6tWreeaZZ4qV9+3bFycnJ5YuXVppN1WmpqZibW19U5dLX1PSnAoKCsz/feN5nKZNmwL/dxVdSZo1a0ZhYWGxw4GpqanExMTc9BxFRO5GtxQux44d49y5cxU63xIfH4+trW2Jh71q1apF165dSUlJYfPmzeby63+BX1NYWEh+fr5FWUFBQbGVS3Z2NhcvXjT3+eKLLxg6dCienp4A5jGuD45rlxxff+lxnTp1OH36NCaTicTERAA8PDw4fPgwR44cISsri4iICOzt7Tlz5gwFBQV069aNJk2aEBERYVKJy60AACAASURBVD5seODAAc6fP8/Jkyc5efIkvr6+eHl5ERwcTHBwMAkJCaxdu5YPPviAPn36lPt9iohUBzbvvffeexVtvH//fubMmUNkZCQXLlzg/PnzJCQk0KtXrxJXMFu3bmX69OlkZWXRsGHDYifOt23bRkxMDFlZWezbtw83Nzf++OMP86W+devWxdPTkx9//JEVK1Zw9uxZGjRoQPPmzVm7di3r16/n0qVLeHp60qRJE7777jtOnz7NuXPn/n97dx5Xc/b/AfyVVKZdi4pUI25liyRbSJYZW4b5ZmZUlpB9zGDsRDKMQTGRrUUhxFCSSFka3xYZlUxZ2xdNiVuR23J+f/S7n6+rUrit3s/Hw+M793w+n/N5f273e9/3nM/5nIPIyEj4+/vD2NgYS5cuhYSEBBITE3HkyBGkpqaivLwcurq6SEtLg6+vL7KyslBaWgodHR2oqqqiffv2CAoKQlBQEMzMzKCrqwtDQ0PcuXMH+/fvR2xsLOzt7ZGQkICuXbtCVVUVmpqaGDlyJB4/fgwPDw/4+/ujffv2qKyshJGREXR1daGlpYVhw4YhLS0NFy5cQGhoKCQlJbFhwwYoKyvX6+/A5/Ph4+ODiVpakK/HSL2WSP2bb5o6BEJaNeH3yIwZM6CoqCj2+iVYXTctWpDVq1cjJiYG4eHhTR1Kg8rMzMTIkSNxsG9faLRr19ThNAgjb++mDoGQVk34PRIWFgZtbW2x10+zIhNCCBG7VpVcKioqan1YkhBCSONpNcnl4sWLiIyMRH5+Pg4dOtQoz7UQQgipWau5Gzx+/HiMHz++qcMghBCCVtRyIYQQ0nxQciGEECJ2raZb7HPUdefOBhlC2BxUCgRoQ1PhENJiUcuFNEuUWAhp2Si5EEIIETtKLoQQQsSOkgshhBCxo+RCCCFE7Ci5EEIIETtKLoQQQsSOkgtpFippwlFCWhV6iLIFe7xiBYpayXoutH4LIa0LtVwIIYSIHSUXQgghYkfJhRBCiNhRciGEECJ2lFwIIYSIHSUXQgghYkfJhRBCiNhRcnnL+vXrYW5uDgMDA0ycOBG7d+8W2S4QCDBr1iwYGBhgxIgR2LNnT73qXbhwIYKDgxsiZEIIaZYoubzF2dkZixcvBgBs374dy5YtE9kuLS2Nbdu2wdLSEpcvX8bSpUvrrDMoKAhhYWF49uxZg8RMCCHNESWXdwiXDc7IyKhxu7u7O3bs2AHpeqyU+OLFC8TFxQEA8vLyxBckIYQ0c5Rc3tG5c2cANSeX8+fPw8LCAgoKCvWqy8fHBz/99BPk5eUpuRBCPis0t9g7OnbsCElJyWrJJS8vD/fv38e6devqVU9kZCT69+8PeXl5aGhofHRy4fP54PP5ImW5ubkfVRchhDQWSi7vkJKSgqamJjIzM0XK3dzcqt2DqU1paSkePHiAmTNnAgA0NTWRlZX1UfEcPXoUbm5uH3UsIYQ0FUouNdDW1kZ6ejr3OiAgAMOGDYOysnK9jg8ICMB3333HvdbQ0MDdu3dr3Dc9PR3u7u7Ytm1bjdtnzJiByZMni5Tl5ubCxsamXrEQQkhToORSg86dO+POnTuoqKhAQUEB4uLi4OjoWK9jk5KSEBYWJpJM/vnnH7x69QrFxcWQl5fnyn19fXH//v33tmoUFRWhqKj48RdDCCFNgJJLDTp37ozy8nJkZ2fjwIEDWL58eb2Oq6iowM2bN3Ho0CGR8mPHjmHLli3Iy8sTSS52dnaIjo6mbi9CSKtDo8VqIBwxtn//fpibm0NFRaVex/n5+WH8+PHVytXU1ADQcGRCyOeDkksNhMmlpKQEY8eOrdcxcXFxSE1N5Z6TeZuqqioASi6EkM8HdYvVQEdHBxoaGti4cWOd+yYnJ2PHjh2IiYmBvLw8DAwMYG1tzW13dnZGREQEgKoRZzExMXB2dm6w2AkhpDmg5FIDZWVl3Lx5s177GhoawtPTs9bt69evF1dYhBDSYlC3GCGEELGj5NKETp06BQ8PDzx48AC7d+/G06dPmzokQggRC+oWa0LfffedyMOWhBDSWlDLhRBCiNhRciGEECJ2lFwIIYSIHSUXQgghYkc39Fuwrjt31jgjQEtUKRCgTT1W9ySEtAzUciHNAiUWQloXSi6EEELEjpILIYQQsaPkQgghROwouRBCCBE7Si6EEELEjpILIYQQsaPkQpqFSoGgqUMghIgRPUTZgj1esQJF7do1dRhiYeTt3dQhEELEiFouhBBCxI6SCyGEELGj5EIIIUTsKLkQQggRO0ouhBBCxI6SCyGEELGj5EIIIUTsKLm8x19//YUff/wRpqamMDQ0xOzZs7Fx48YPrmfhwoUIDg5ugAgJIaR5ooco38Pc3Bzm5ub46quv0KNHD3h4eHxwHUFBQQgLC0P//v0bIEJCCGmeqOVSh2fPniE1NRWDBw/+4GNfvHiBuLg4AEBeXp64QyOEkGaLkksdIiMjAQADBgz44GN9fHzw008/QV5enpILIeSzQsmlDlFRUZCTk0PPnj0/6LjIyEj0798f8vLy0NDQoORCCPms0D2XOkRHR8PU1BRt29b/rSotLcWDBw8wc+ZMAICmpiaysrI+6vx8Ph98Pl+kLDc396PqIoSQxkLJ5T3S09ORnZ0NW1vbDzouICAA3333HfdaQ0MDd+/eFdknLCwMxcXFePbsGfLy8rB69eoaE9jRo0fh5ub2cRdACCFNhJLLe0RFRQEABg4cWO9jkpKSEBYWJpJM/vnnH7x69QrFxcWQl5dHUVERFi9ejJCQEOjq6sLKygqBgYGYMmVKtfpmzJiByZMni5Tl5ubCxsbmI6+KEEIaHiWX94iKioKSkhKMjIzqtX9FRQVu3ryJQ4cOiZQfO3YMW7ZsQV5eHuTl5aGgoICzZ89CR0cHAMAYq7VORUVFKCoqfvxFEEJIE6Ab+u8RHR2N/v37o02b+r1Nfn5+GD9+fLVyNTU1AKLDkbt37w4JCQlkZmairKwMY8aMEU/QhBDSDFDLpRYPHz5Efn5+vYcgx8XFITU1Fdra2tW2qaqqAqj+rEt4eDguXLiATZs2QV5e/tODJoSQZoKSyzvi4+Nx9OhR3L9/H0DVzfnExERs27YNkpKS1fZPTk7Gjh07EBMTA3l5eRgYGMDa2prb7uzsjIiICACAm5sbYmJi4OzsDACwtLTE0KFDMWnSJKxcuRIWFhYNf4GEENIIKLm8w9jYGLt37673/oaGhvD09Kx1+/r166uV3bhxA9u2bUNISAikpKRgaGiIEydOUHIhhLQadM+lCbRp0wZmZmbc6+zs7HoPGiCEkJaAWi5NYOjQocjLy4OPjw/y8/PRu3dvLFmypKnDIoQQsaHk0kS+/fbbpg6BEEIaDHWLEUIIETtKLoQQQsSOkgshhBCxo+RCCCFE7Ci5EEIIETsaLdaCdd25s8bpZlqiSoEAbaSlmzoMQoiYUMuFNAuUWAhpXSi5EEIIETtKLoQQQsSOkgshhBCxo+RCCCFE7Ci5EEIIETtKLqTJVAoETR0CIaSB0HMuLdjjFStQ1K5dU4fx0Yy8vZs6BEJIA6GWCyGEELGj5EIIIUTsKLkQQggRO0ouhBBCxI6SCyGENHOpqamoqKho6jA+CCUXQkiLcvnyZfTr1w9xcXGfVM+5c+ewbNkyLFq06KPriI2NxZw5c5CTk1NtW0FBATZt2gQ3Nzc4Oztj+fLlePbsWZ11lpeXw9LSEgYGBty/LVu2QFJSktsnJycHixYtwrJly7By5Uqkp6dz2xISEjBx4kQkJyd/9HWJAw1FJoS0KFpaWhgyZAhUVVU/qZ7x48fDw8MD7du3/+BjCwoK8Ndff2H//v01tipev36NGTNm4KeffsKoUaMAAIcOHYKdnR3+/PNPyMvL11r3xYsXYWlpie7duwMAJCQk0K9fP247n8+HjY0NLCwssHHjRvD5fDg6OsLExAQyMjK4fPkyRo4cCUNDww++LnGilgshpEXp3bs39u7di86dO39SPdLS0h+VWABAVVUVkyZNwtixY2vcfubMGTx58gTDhg3jyn744QdkZmbC+z3PdzHGcPbsWfzyyy+YMmUKpkyZgsmTJ0NHR4fbx9/fH3w+H0uXLgUAKCgooF+/frCzs0P37t2Rl5eHhQsXftR1iRMlF0JIi9Qc7kG83VX1tujoaKiqqkL6rXWKFBQU0LlzZ1y5cqXW+q5fv47o6GgMGTIECxYswNWrV6vtk56ejt69e0NJSQkAEBUVBWNjY1RUVMDR0RFOTk4i520q9Uou69evh7m5OQwMDDBx4kTs3r1bZLtAIMCsWbNgYGCAESNGYM+ePTXWU1ZWhmnTpqGysvLTI/9ACQkJ2LVrFyZPnozbt29z5d7e3hgwYACysrLEfs6ysjIcP34cCxcuxObNm8VePyHNUWJiIn799Vd8//33uH37NqZMmYJevXph6tSpePDgAbdfaWkpXFxcsHnzZsycORPW1ta4c+cOACAjIwOHDh2CtbU1MjIy8M0332DkyJHIzc3FgQMHMGHCBMTGxnJ1McZw9OhRODk5wcXFBXZ2dnB0dASfzxeJzd/fH8uWLcO+ffuwe/duPH/+vFrspqamOHny5Ce9B2VlZdXODQDt27cXuT/yLjk5OSxZsgQmJia4efMmFi1ahDVr1oAxxu1jYmICCQkJAEBRURGSkpLQq1cv+Pr6om/fvujbt+8nxS4u9brn4uzsjJMnT8LR0RHbt29Hjx49RLZLS0tj27Zt2Lx5M/bs2VNr1rx8+TLu3LmDsLAwjB49+tOj/wA9e/bEgwcP8M8//4gkty+//BKDBw+usQ+0tLQU7T5hehUpKSl888032LNnDywtLT+6HkJaEkVFRSQkJODBgwd4+PAhDh48iPj4eKxatQoLFixASEgIpKWlsXTpUvz444/c98ncuXPh4OCAsLAwSElJITExEcnJyQgLC8OaNWsQGBiItm3bQlZWFo8ePRI559atW5GZmYkDBw4AAF69eoXvvvsO06dPx+nTpyEtLQ1fX1+cO3cOJ0+ehLS0NIqKinD69GmoqKhw9UhJSUFRUfGTf/l36dIF169fx71799CrVy+uvLaWjpCZmRnMzMwAVCXY1atX488//4SxsTG+//57AICVlRX4fD72798PdXV12NnZITs7G2fOnMGpU6c+KW5xqne3mHCt9oyMjBq3u7u7Y8eOHe/9o1y4cAFKSkrw8vL6wDA/XZs2bUT6LYWGDx8OFxcXrokpVFRUhC1btnzyeeXk5N57846Q1kZHRwd6enpQVlaGjY0N1NXVMWrUKMydOxdZWVm4du0a7t69i5iYGJw/fx5bt27F1q1b8cUXX0BfXx+ZmZnQ1NREt27dIBAI8P3332PAgAHYunUr1NTUYGBgIHK+zMxMHD9+HFZWVlyZrKwsFi9ejKSkJFy4cAHFxcXYvXs3pk6dyn1HKSgooGvXriJ1GRgYIDw8HFOmTPmk92D69OmQlZXFtm3buBZMTEwMkpOToaGhUa86OnfuDA8PD+jp6SEoKIgrl5CQgJ2dHRYuXAhra2tISUnByckJq1atgpycHIKCgrBlyxZ4enrW2HpqLPUeLSa8eVZTcjl//jwsLCygoKBQ6/GJiYng8Xjg8Xg4dOhQtYze1CorK9GmTVWuLS0txdKlS1FWVtbEUVWNDHn3A5Kbm9tE0RBSf8KuG6FBgwbBxcUFaWlpyM7OhpycHNatW1dnPXX1Hty7dw+VlZWQk5MTKe/duze3XU1NDa9evUKnTp3eG6O4aGlp4fTp09i7dy/s7OzA4/FgZmaG8vJyrmVSH+3atYOVlRUCAwNr3SckJARKSkoYOnQotm7diujoaPj5+UFKSgoBAQGwtrYWxyV9sHonl44dO0JSUrJacsnLy8P9+/fr/JD4+fnhxx9/BAB4eXnB29sbu3btEtnnzp07CAgIwN27d7Fr1y5s27YNiYmJ0NTUhJubG3Jzc7Fv3z7cu3cPAwYMgKurK9q1a4fExEQEBgYiISEBy5cvx7Zt2/Do0SMYGRlhy5Yt1X7pCKWkpOD8+fMICgrC0aNHudZZaGgoHj9+DKCquW1mZgYpKSn88ssvMDQ0hK+vL/79918EBQVh+/btWLx4MZYsWQKgqu/34MGDSElJgZ6eHt68eYPS0lKR85aWlsLd3R18Ph8pKSkoKSnB6tWrRYYbCh09ehRubm7vfW8JaQmELXgFBQWUlpaioKAAxcXF1Vr2AoHgg7qlhD8Ks7OzRcqF3V1t27ZFSUkJAODly5cfHf+H6tatG/744w/u9dGjR/HmzRuue6u+lJWVoaamVuO2oqIiHDhwAN7e3oiLi4OPjw+OHTvGJdq6uuEaUr27xaSkpKCpqYnMzEyRcjc3tzofQiooKEBlZSU0NDSgoaGBsWPHIiQkpNov8J49e+L169dISUlBTEwM/vjjD1y7dg3FxcVYtGgRCgoK4OnpiePHj+P69etcU7GmPl4XFxc8efIECxYsgKCWdUMUFRUhEAiqXdPEiROhq6sLXV1drFu3DqNHj4aFhQV4PB63j7q6OmbOnFmtzt9++w3x8fHYvn07FixYgKlTp1b7QC9duhRjxoyBo6MjvL29oaysDAcHB7x48aJafTNmzEBYWJjIv+PHj7/3/SakOcrMzESbNm0wePBgdOnSBZWVlTh27Fi1fS5cuPBB9fbp0wdt27ZFTEyMSLnw+8XMzAxffvklACAyMvITruDjPX36FHv37oW9vX21e9Z1iY+P556VedeuXbswb948KCsrIyYmBpqamujfvz+Aql6PT7ln/Kk+aCiytra2yEiHgIAADBs2DMrKyu897tSpU5g2bRr3etasWSgvL6/2wZKRkYGOjg7Kyspga2sLeXl5yMvLo0+fPnj16hXGjRuHtm3bonv37lBVVeVGntSnj7cmqqqq6NatW72vX/gLSejdJnVaWhqOHj2KadOmcds6duyIDh06cPvU1df8LkVFRWhra4v809TUrHfMhDQVPp+PoqIiAFXdzr6+vrCzs4Ouri7Mzc3B4/Gwd+9e7N27F3fu3MG5c+fg5OTEPTsiHHhTXl4uUq+wu1r4vxoaGpg9ezYuX74sMhrtzJkzGDhwIEaNGgUjIyOYmZkhICAAwcHBqKysRFpaGlJSUpCVlcU9zf7gwQOMHj0a58+fr9c1Cn+4vj2a613JyclYsGABvvvuO/zyyy8i2+bPn889k5Kfn49FixbB29ubu+aIiAjk5+fD1ta2Wr1xcXHIz8/n3i8dHR2oq6tz28+fP19rUmoMH/SEfufOnXHnzh1UVFSgoKAAcXFxcHR0fO8x5eXluHjxIjfEUEhRURGnT5/GwoULISsr+946ZGRkaiwrLi4WKXtfH29j+Ouvv1BZWfneft24uLh69zUT0pJJSUnBxcUF0tLSyM7OhqmpKRwcHABUdde4u7vD2dkZnp6e8PPzw7Bhw7B161bIysoiIiKCe8bjjz/+gJWVFfT19ZGUlIQzZ84AAI4fPw4FBQUYGxtj2bJl6NChAzZu3AgTExMAVf+/O3jwIPej8I8//sC2bduwZcsWbN++HRMmTMDgwYMhIyPDDUkuKytDYWEh141Wm6KiIly9epVrZbm7u8PKygoDBw4EUJVsEhISEBoaigcPHsDJyQkDBgyoVk9+fj4Xn4yMDAQCAfbs2YPAwEAMGDAAenp6OHDgAKSkpESOKy8vx44dO+Di4sKVffXVV4iOjoaLiwtkZWVhaWnZpM+7fHByKS8vR3Z2Ng4cOIDly5fXecyVK1cwe/bsaqMvzpw5g3Xr1uHcuXOwsbH5sKj/3/t+LQCifbyN4dWrVwDq7tcVV18zIc3ZF198gY0bN9a6XVtbmxs6/K6hQ4di6NCh1cqNjIzg6uoKV1fXattsbW1r/IUvpKysjN9+++29Mffs2VPk+ZnaKCgoYPLkyZg8eXKN2wsLC1FWVob58+e/d7SoMFEK6zx8+HCd5waq7iOdOHFCpExCQqLOH/uN6YO6xYQjxvbv3w9zc3OR8eG1OXv2LL7++utq5ePHj4eCggJ8fHwa7KHKt/t4P0ZNcb39VPC793Lq068rzr5mQkjzpKKiAlNT08/6MYSPSi4lJSW1zqnztpiYGEhJSdXY7fXFF19g6NChSE1NRWhoKFde05QOlZWV1fpdKyoqqrVc3tfHC/yv7/btpPFu/61Q+/btkZGRAYFAgLt373LXn5SUhOTkZDx//hyenp6QlZVFdnY2KioqMGzYMOjp6cHT0xNRUVEAqmYGKCwsREpKClJSUurV10xIS1dRUVHrQBryeZDctGnTpvruLCMjgwsXLmD//v113ie5du0aNm7ciOfPn6NDhw7Vbpxfv34dFy5cwPPnzxEbGwtNTU28fPmSG+aroqICXV1d/P333zh16hRycnKgrq4OfX19nDt3DsHBwSgpKYGuri709PRw9epVZGRkID8/H5GRkfD394exsTGWLl0KCQkJJCYm4siRI0hNTUV5eTl0dXWRlpYGX19fZGVlobS0FDo6OtxMq+3bt0dQUBCCgoJgZmYGXV1dGBoa4s6dO9i/fz9iY2Nhb2+PhIQEdO3aFaqqqtDU1MTIkSPx+PFjeHh4wN/fH+3bt0dlZSWMjIygq6sLLS0tDBs2DGlpabhw4QJCQ0MhKSmJDRs21DkwQojP58PHxwcTtbQg37blTmyt/s03TR0CaQAXL16En58f8vPzIS0tDTU1tXp/tknjEX6PzJgxA4qKimKvX4LVdeOihVi9ejViYmIQHh7e1KE0uMzMTIwcORIH+/aFRhMONfxURu+ZHZYQ0rCE3yNhYWHcM37iRLMiE0IIEbtWk1yoj5cQQpqPVpFcLl68iMjISOTn5+PQoUON9lwLIYSQmrXcu8FvGT9+PMaPH9/UYRBCCPl/raLlQgghrV1qamqzWH2zvlpFy4UQANx0G3/99RfWrl3LTeDn7e0Nd3d3/Pnnn9Wm5qnNjRs3EBwcjOzsbPj6+jZk2KSFKi0txYEDB1BZWQlpaWk8fPgQ48ePx1dffcXtwxjDiRMn8PTpU3To0AGJiYlwcHCoc7mR8vJyjBkzRmSFXHNzc3h4eHCvc3Jy4OzsDBkZGbRt2xaLFy/m1qxKSEjAunXr8Pvvv8PQ0FDMV14/lFxasK47dzbIEMLGUikQoI0Yp7v5mNVGazNkyBD4+vqisLCwzn0/dcXSlujNmzc1zvnXWs5XH5s2bYK8vDzWr18PoGrapzFjxkBLS4tbS2bPnj2IiIjA6dOnISkpicTERMycORP+/v7cjB41uXjxIiwtLdG9e3cAVVO7vL0kB5/Ph42NDSwsLLBx40bw+Xw4OjrCxMQEMjIyuHz5MkaOHNlkiQWgbjHShMSZWIAPX230fdq2bVvrGhpvKysr+ywnIX13dt/Wdr76uHr1qsjnTUlJCTo6Orh9+zaAqudIDh8+jKlTp3LrqvTs2RNdunTBzp07a62XMYazZ8/il19+wZQpUzBlyhRMnjxZ5Fz+/v7g8/lYunQpgKp5yfr16wc7Ozt0794deXl53GzLTYWSC/lsiHsOu4qKCmzYsIGbHuhz4erqisuXL7fa89WXiooKzp8/zz0C8fr1a6SmpnLrtYSEhKC8vBzGxsYixxkbG+P69eu1TnB7/fp1REdHY8iQIViwYAE3O/Tb0tPT0bt3b+4HU1RUFIyNjVFRUQFHR0c4OTk1+SS4lFxIq5aSkgIXFxeMHDmy2kqFZ86cwW+//YZVq1bBwMAA3bt3x48//ohbt26J7Hf79m18++236NOnD+zs7JCfnw8AuHXrFhISEvDixQts3boV/v7+tcZRUFCAnTt3ws3NDWvWrMHChQuRnZ0NPp+P33//HQYGBvjzzz8BVPWXOzg4wMDAAJmZmSgrK0N4eDiWL1+O48ePw93dHaampjh8+DDc3NxgYGCAcePGISUlBUDVNO5z586Fg4MD9wWWlJSEzZs3Y82aNbCyssLq1aurLVnxtocPH8LJyQmnTp3CypUrYWlpycX23//+F0DVKq1HjhxBXl4efH19YW1tjadPn2L69OkwNzdHcnIyvv32W24lWIFAgODgYJiZmcHOzk7kfNHR0di2bRvc3NwwY8YM7Nu3j5u2/t3z1afe2mISvkd+fn7YvHkzfvzxR4wdO1bkb1daWopRo0ZhxYoVtb4/ALBixQokJSXB3t4eSUlJWLt2LX7++Wdu2v2kpCQAVWs6va1Tp04oLy/ntr9LTk4OS5YsgYmJCW7evIlFixZhzZo1InMpmpiYcEt5FBUVISkpCb169YKvry/69u2Lvn37vjf2RsFIi5ORkcF4PB7LyMho6lCanaioKMbj8VhUVBRjjLH8/Hy2ffv2au9XWFgYGzFiBKusrGSMMbZ8+fJq+6xatYqZmpqyI0eOsKKiIpaSksJ69erFtm/fLrLPiBEj3htTQUEBGzduHEtNTWWMMSYQCNiAAQOYg4MDY4yx9PR0xuPx2NmzZ7ljzpw5w8VTUlLCYmNjGY/HY7a2tuz27dvM1dWVhYaGMsYYs7OzYxYWFqyiooI7fu3atSw7O5sxxlhaWhqzs7NjAoGAMcZYbm4uMzIyYsuXL681ZltbW65+xhjbsmUL99979+5lPB6Pe52Xl8d+/fVXxuPx2O7du1l8fDxbs2YNKygoYK6uriL7MsaYjY0Ns7W15V4HBwezuXPnsvLycsYYY6GhoYzH47FLly7VeD7GWJ31vi+mw4cPMy8vL+64Q4cOMR6Px27dusUYY6y0tJRNmTKFbdiwodb3RygkJIT17t2b8Xg8tmvXLpFt9vb2jMfjcdcldOrUKcbj8VhQUFCd9aenp7Np06YxHo/H/Pz8uPLKykrm4+PD9u3bx06fPs0EAgHLyspi48ePZ8XFxXXWy1jDf4/QDX3SqtW22uiFCxegrq7O/fqbNGkSN5Hq24MkFBQUMHv2bABV6wMZhl5dyAAAHDNJREFUGhri0aNHHxTD4cOHYWhoyM3OLSUlhX379nH98O8ucvdumaysLHczt3fv3jA1NYWpqSm33cHBAbNnz8bNmzdhYWGB4uJilJeXQ0tLCwBw5MgRvHr1Cjt27OCOMTEx4dYfqklZWRk8PT3Rt29fqKqqYu7cubXuq66uzrUihIt6CW9ov7t667vXVlFRAWdnZ+zYsYN7P0aOHInt27dzLYCa1FVvbTEJBAK4u7tj9OjR2Lp1KwCguLgYxsbG3EqwMjIyOHv2bK3nfltaWhqsra0RHR2NgwcPIisri7sW4QJf7/59ha/fXQCsJp07d4aHhwcmTZqEoKAgfP/991wd77b+nJycsGrVKsjJySEoKAh3795Fp06d8J///KdBJqasCyUX8lkqKytDVlYWGGOQkJBAx44dISEhwS0rURsZGRm8efPmg84VHR2NQYMGiZS9PfLnQ9Q0Ks3c3Bxdu3bF8ePHYWFhgYCAAJFFrO7evQsLC4t6Le4ntHr1asyZMwdfffUVFi5ciOnTp9fruA8d0fX48WPk5+eLLN0tISFR6yJcH+PtmB49eoTi4mI4ODigS5cun1Tv77//juzsbLi4uEAgEMDJyQn+/v7o0aMH7O3tuQEhr169EhmpKEzqGhoa9TpPu3btYGVlhcDAwFr3CQkJgZKSEoYOHYqtW7ciOjoafn5+kJKSQkBAAKytrT/hSj8O3XMhn6Vp06ahsLAQFy9eBFC1zrmNjQ3at28v9nMJE1lDsrOzQ0REBDIyMvD3339X+9Vf25RItc3H16dPHwQGBmLo0KHYsWMHpk6dihcvXog9buE6SsJWQ2NJT0+vVvYhcxO+fv0a3t7emDBhAgBAWloaW7ZsQZ8+fRAcHAwA3I39nJwckWNzcnIgLS39QclNWVm51tGLRUVFOHDgANasWYO4uDj4+Phgw4YNkJOTg7S0NNcibGyUXMhnafDgwVi5ciUuXbqEw4cPo6ysjHte4UNISEjUOQqta9euCA8Pr/YFeunSJa7lBIgulPfu4nV1+eabb6CkpIT169dza8gL6evr4/r169W+UP38/Gp9jic8PBwdO3aEi4sLvLy88PDhQwQEBAD4X7dOfUbf1XVtenp6aNu2LXx9fUVuWL9+/RrXr1+v9Xwf+57p6urWeD6BQCDygGJdKioqUFFRUS2mfv36cV12X331FSQlJREfHy9ybFxcHCwtLT9o+fX4+HiMGjWqxm27du3CvHnzoKysjJiYGGhqanIPEPP5/CZ7BouSC2lV6rvaqJ+fH6KiovD111+jY8eOkJKSwq1bt0R+vZaVlVX7wiorKxNZFVVZWRkFBQUoLCzEvXv3qq2YCgBz585FeXk5fvjhBxw/fhw3btyAs7MzvvjiC0hISEBdXR3t2rXDlStXuJE/N27cAABkZGSIXE9N9QNVXSfW1ta4d+8eJk2aJLLN3t4eAoEA9vb2uHjxIm7fvo2dO3eisLCw1q4ZLy8vlJaWAgAGDRqEL7/8kruHI2zdPX78GE+ePMHLly+5+N6dnkR4/+r8+fMoKSlBYGAg8vPz8e+//+L169eQl5eHra0tIiIiMG/ePFy6dAnBwcFYt24dd1+ppvPVVe/b79nbMcnLy2Pq1Kn466+/sGzZMkRFReHatWtYvHgxRo4cCaAq0VhbW2Pz5s01vjfCeiwtLastTZ6QkICJEycCqBqqbGtrC39/fy6WpKQk/PPPP5g3bx53zPz587lnUvLz87Fo0SJ4e3tzf+uIiAjk5+fD1ta2WhxxcXHIz8/nVrHV0dGBuro6t/38+fO1JqWG9kErUZLmoaFXkGupPmS10dzcXAQEBODWrVu4ePEigoODERAQgJs3b2LKlCmIjIzkVkVVVFSEkZERAgICcPbsWTx//hx6enro2rUrNDQ0EBoaijNnzqBbt27cE9VvU1dXh5GREeLi4hAUFITk5GRYW1tjxIgRAABJSUl06tQJAQEB8PDwAGMMX3/9NQoKCtC+fXtoa2vj4MGDiI2NxYsXL6CiogJ9ff1qN4r19PQgISEBCwsLkXINDQ106dIFsbGxOHv2LGJjYzF48GDMmTOn1vfSzc0NoaGhKC0txc2bN9G1a1f88MMPAAAtLS3cuHEDp0+fhoqKCtq1awcvLy9kZ2fjzZs36NChAzp06ACgqtWUnp6Oo0ePIigoCMOHD0ebNm2goaEBGRkZ6OnpYcCAAXjz5g1u3LiBq1evQiAQYPXq1VBRUanxfIMGDaqz3sLCwlpjGjhwIPh8PsLDwxEYGIicnBz8/PPP3N9OIBDAy8sLSkpKIlO5vGv48OH4559/EBAQgAcPHiA4OBgDBw4USQJDhgxBfn4+AgMD8fjxY1y8eBGOjo4iz754e3vj9evXsLa2RkVFBYKDg3Hu3DlcvXoVqampkJSUxC+//FLtuZXy8nKsWLECv/76K3dPR19fH8nJybh79y4SEhIwbNgw7rrfRStRkmoaegW51o4xBkdHR0yfPh1du3blyvh8Po4cOYKvv/6a6y8npLWilSgJEbNLly4hPj6eSyxAVX+5kpISdHV16z2KhxBSO0ou5LNTVlaGR48ewdfXFwUFBRAIBMjKysKxY8cgIyNTrznFCCHvR8+5kM/OpEmTUFhYiOPHj+O3336DgoIC+vfvjzlz5nAP/xFCPg0lF/JZmjlzJmbOnNnUYRDSalG3GCGEELGj5EIIIUTsKLkQQggRO0ouhBBCxI6SCyGEELGj0WItkHCupNzc3CaOhBDSUgm/P96dD05cKLm0QKmpqQAAGxubpg2EENLipaamcgvZiRMllxZIuKCVj48POnXq1MTRkOYoNzcXNjY2OH78uMhCXIQIZWVlYfr06XUukPexKLm0QMLZUTt16kQTV5L30tTUpM8Iea93Z1sWF7qhTwghROwouRBCCBE7Si6EEELEjlaibKFkZGQwYMAAyMjINHUopJmizwipS0N+RmglSkIIIWJH3WKEEELEjpILIYR8ZioqKnD//n2EhITg9evXDXIOes6lmQoODkZkZCR0dHRw7949WFtbY+jQodz2q1ev4siRI+jSpQu0tLQwb948SEtLo7y8HMeOHUNYWBiOHj2KNm3o90NrU1lZCU9PT+Tn50NBQQFPnz6FqakpfvjhB5H9YmNj4eLiAj09PcjJyeHHH3+EvLw8GGMIDAyEt7c3Tpw4gS+++KKJroSIW35+Pry8vKCurl7jYnhFRUU4cOAA7ty5g1mzZmHo0KEif/+cnBw4OztDRkYGbdu2xeLFi6GjowMASEhIwLp16/D777/D0NCw7mAYaXZOnz7Nhg0bxkpKShhjjOXk5DATExN2+/ZtxhhjoaGhrHv37iwuLo4xxtjZs2fZnj172LFjx5ivry8bOnQoe/ToUZPFTxrW3r172fz587nXAoGAjRo1ioWEhHBl8fHxrEePHuzSpUuMMcaioqKYk5MTO3bsGDt58iQbNWoUu3XrVqPHThrO9evX2YoVKxiPx2N79+6ttj09PZ199dVXbNWqVez169fVtr98+ZKNGDGCbd68mXv9008/MR8fH3bq1Clmb2/PXFxc6h0P/axtZoqLi7Fjxw5MmjQJsrKyAKqesh42bBicnZ0BAK6urpgwYQKMjY0BAFJSUrC1tYWNjQ3S0tLw3XffoWvXrk12DaRhXb16lfs1CVT9/Xv06IHo6GiubN++fejTpw++/vprbp9vvvkGNjY2eP36Nfr374/Bgwc3euyk4QwfPhxLliypcVtxcTHmzJkDNTU1/Prrr2jXrl21ffz9/cHn87F06VIAgIKCAvr16wc7Ozt0794deXl5WLhwYb3joeTSzERERIDP53OJQ8jY2BhJSUl4+PAh0tPTYW5uzm3LycmBiooKEhMTcfv2bTg4ODR22KQRqaioICQkBC9fvgQAMMaQnJyMHj16cPu8+xm5d+8eDAwMkJOTAz8/P6xevbrR4yYNr7Zu8MOHDyM1NRXLly+vdZ/09HT07t0bSkpKAICoqCgYGxujoqICjo6OcHJy+qCpYii5NDPJyckAgI4dO4qUCyeovHfvHkxMTLgPSExMDHr16oWKigps2rQJTk5OkJKSatygSaNaunQpCgsLYWtri4SEBGzevBnjxo3DlClTuH3e/ow8ePAAHTp0gLS0NJycnLB8+XIoKio2VfikkTHG4O/vD1lZWYSFhWHWrFkwNTWFnZ0dkpKSuP1MTEwgISEBoOreTFJSEnr16gVfX1/07dsXffv2/aDzUnJpZgoLCwEAcnJyIuXCLrKCggLs3LkT9+/fh5eXFwBg0KBB8PHxQf/+/dG7d+/GDZg0uj59+sDT0xN5eXmwtrbGq1evsHDhQu6LAQDWrFmDkpISeHh4ICsrC2PHjsWVK1cgJSWFMWPGNGH0pLGlpaWhoKAAenp6mDNnDry8vBAaGoqSkhLMnj0bRUVFAAArKytYWFhg//79CAkJgZ2dHbKzs3HmzBn8/PPPH3xeGi3WzAibnW9/UQD/a+5KSUlBTU0NK1eu5LZlZ2fj3LlzOHXqFF6+fAlPT0+0bdsWenp6mDhxYuMFTxpNRkYGRo8ejdTUVAQEBCA3NxcHDhzgfoTIy8uLfCEUFxfjjz/+gKenJ0pLS+Hj4wM+nw9tbW18//33TXUZpBEIf7BOmjQJysrKAID27dtj6dKlcHBwQEBAAGxtbSEhIQE7OzuRY52cnLBq1SrIyckhKCgId+/eRadOnfCf//ynztYvtVyaGVVVVQBASUmJSLnwtYaGRrVjnJycsGbNGrx+/RpTp06FlJQUlixZAkVFRWRkZDR80KRRnThxAqdOnYKTkxN8fX2xZMkSREdHY9euXbUes3v3bsycORMKCgqYOXMmUlNTsWLFCpiamiImJqYRoyeNTZgEJCUlRcp79uwJAEhJSanxuJCQECgpKWHo0KHYunUrDh06hGXLlsHW1haXL1+u87yUXJoZ4U3Zd5cwzsnJAYBq48svXboENTU1DBo0CK6urmCMYcGCBQCqEpGwyUtaD3d3d4wbNw5t2rSBhIQEFi9ejLFjxyI4OLjG/ePj45GWloZvv/0WPj4+ePLkCdasWQOgaiSicGAAaZ20tbUhIyOD/Px8kXIFBQUAVa3cdwmfh1mzZg3i4uLg4+ODDRs2QE5ODtLS0tUSVU0ouTQzgwcPhrKyMuLj40XK4+Li0KtXL3Tp0oUrKyoqwuHDh7Fq1SoAwO3btzF27FjuD5+cnIwvv/yy8YInjUIgEKCyslKkrH///tW6UgGgvLwc27Ztg3B+2piYGAwfPpz7YomPj6/fA3GkxZKRkcHo0aNFhqoDwLNnzwCg2shUANi1axfmzZsHZWVlxMTEQFNTE/379wcA8Pn8Gocyv4uSSzPTtm1bLFy4EAEBASgtLQUA5OXlITw8HIsWLRLZd+fOnVi4cCH3RaGjo4MOHToAqEo8b968oaevWyErKytcunQJFRUVXFlCQgKsrKyq7evp6Ymvv/6aW8r27c9IWVkZHj9+3GDL3JLGJxAIAKDaj4958+bhn3/+wd27d7my8+fPw8TEBJaWliL7xsXFIT8/H2PHjgVQ9ZlRV1cXOW7UqFF1xkKzIjdTfn5++Pvvv8Hj8ZCYmIgJEyZg9OjR3Pa7d+/Cx8cHLi4uXFlqaipcXFzQo0cP7sFKGpbc+pSVleHgwYN4+PAhunTpglevXkFZWRlz584V+XtnZGRg3bp18Pb25gaEFBQUYMuWLTA0NESbNm0wbdq0GrtFSMsTGRmJEydO4MqVK+jSpQsWLVoECwsL7u8bGxuLAwcOoFu3bqisrMTr16+xYsUKkRvz5eXlmD59OlxcXLj7u4wxODk5QVFREbKysrC0tES3bt3qjIeSCyGEELGjbjFCCCFiR8mFEEKI2FFyIYQQInaUXAghhIgdJRdCCCFiR8mFEEKI2FFyIYQQInaUXAghhIgdTblPWoXg4GD4+vri77//hrKyMszMzLi5tkpKSriVGH19fZs4UvFYvHgxsrKycO7cuaYOhZAaUXIhrcK4ceMgKyuLefPmwcLCAr/99pvI9vz8fKxdu1Zs5ystLa3X5H0NpXfv3i1qTrCmfr9I46NuMdJqCCfprGl2YDU1NVhYWIjlPGVlZVi3bp1Y6vpYDg4O3GzYzV14eDhCQkKaOgzSyCi5kM/GtGnTPrmOiooKbNiwQWR22aby9qzIzVViYiJWrlxZbZZe0vpRtxhp9Z49e4bjx49j2bJlAKq6aNzd3cHn85GSkoKSkhKsXr0a/fr1AwBkZmZi//790NfXR25uLjIzM+Hk5AR1dXXcunULCQkJePHiBbZu3Qoej4cvv/wSq1atAmMM4eHhKCoqQmhoKDZs2ICJEydi+/btyMjIwKVLlxAaGordu3djyZIlKCoqwrlz5yAnJ4cjR47g2bNnyM7ORlZWFn766SeMHDmyxuuJjo5GYGAg7t+/j/PnzwMAgoKCcOXKFcjJycHS0hLu7u5ISUnBgAED4OrqinPnzuHkyZPIysqCjY0Nfv75ZwgEAoSGhiIoKAi9e/dGZWUl/Pz88OrVK0yYMAHr16/nlt1++vQpPDw8oKWlhezsbDx58gTz58/HiBEjUFZWhoiICFy8eBEmJibg8/nw8PCAvb09/v33XxQVFSEoKAhJSUmYM2cONDQ0cPz4caSkpEBbWxvXrl3DpEmTMGXKFDDG8Oeff3Iz++rr6+PAgQMoKirC4sWLRZbhLSgogJeXF9q1a4esrCy8fPkS69evR8eOHQEASUlJOH36NEpLS3H//n10794d69evp1mgGwsjpJWIiopiPB6PmZubM3t7e2Zvb8+mTp3KevTowZydnbn9HBwcWGJiIvd6zpw5zMTEhBUWFjLGGJs6dSpbvnw5t33cuHFs3bp13OtVq1axESNGiJz7l19+qVZmYWHBVq1axRhjLCcnhy1ZsoT17NmTeXl5saioKLZ27VomEAjYpk2b2JUrV7jjHB0dmZGREXvy5EmN15mdnc1++OEHkfO9ePGCjRkzho0YMYJdvXqVCQQClpSUxHg8Hps5cya7d+8eY4wxb29vxuPxWFpaGistLWWRkZGMx+OxyZMns+joaJadnc2cnZ0Zj8dju3btYowxlpaWxszMzFhCQgJ3vnPnzjEDAwN28eJFVlJSwmJjYxmPx2O2trbs9u3bzNXVlYWGhrKMjAzG4/HY2bNnuWNv3rzJeDweS01NZYwxFhwczIyMjFhmZiZjjLGioiJmamrKJkyYwK5fv84EAgFzdHRkPXr0YM+fP2eMMVZQUMDGjRvH1SEQCNiAAQOYg4MDF7OdnR0TCASMMcZyc3OZkZGRyN+VNCxquZBWZ8iQIdi+fTv3+r///S+uXbsGoGodnJiYGJw/f5771f/FF19AX18fmZmZUFZWhpWVFbS1tbnjFRQUkJ6e/t5zCtdLedvb9340NTXRrVs3XL58Gd9//z3atWuHAQMG4NmzZzh58iQkJSW5teyLiorQs2dPpKWliaw8KqSlpQUdHR2RpbCVlJS4RcCELR5DQ0OoqalBQ0ODWy/d3NwcAPDw4UPo6Ohg4MCBAAALCwuYmZkBANauXYubN2/i2LFjWLZsGdzd3aGqqopevXpx5/vmm2/g4eGBnTt3Yty4cVyrr3fv3jA1NYWpqSmAqlbgu/T19TFr1ixoaWlx729FRQWys7PRqVMnyMvLQ0FBAT169MDw4cO5a/Lz80NaWhrat2+Pw4cPw9DQELq6ugAAKSkp7Nu3j1uF9ciRI3j16hV27NjBndfExASvXr2q/scjDYKSC2n1Bg8ezN0jiYuLg5yc3HtvyNvY2ODFixc4ceIEKisrUVxcjPbt24stnrdHTcXHx6OyshIrV67kuqDESUZGpsbXRUVFIuVvJ0IJCQkMHDgQJ0+eRH5+PhISEiArK1ut7l69euHs2bMoKCiAqqoqANRrRFjHjh2xevVqREZGIjk5mVvb/X33ZYTvzZs3bwBUdQ0OGjRIZB9hggOqfkRYWFhg+fLldcZDGgbd0CefhXnz5nH/XVBQgOLi4mr7CJeIDQ4Oxty5czFy5EjY2tqKNbHUJi0trdZ4GgKrY41ABQUFtGnTBrKysmjTpg1ycnKq7aOiogKgamnuD8Hn8zF79mwkJydj1qxZGDZs2AcdD1SN2MvKynrvPjW9p0DDvq/kfyi5kM+C8AuwS5cuqKysxLFjx0S2Z2Zm4sKFC8jLy8PKlSsxceJEbpnXd39RS0hI1Fj27uit+nyJ6evrAwB8fHxEyl++fIkTJ07U48oaRkZGBvr16wdZWVn069cP+fn5ePLkicg+ubm54PF4UFJSqrUeYYvo7ffL1dUV9+7dw6xZs6ptq6+uXbsiPDy8WrfbpUuXwBiDvr4+rl+/Xq0708/PD4WFhR98PvLhqFuMtBrC1sj7+tXNzc3B4/Gwd+9eCAQCDBkyBOnp6bh06RJcXV2RmpqKsrIyxMfHQyAQIC4uDqmpqVBQUMCLFy8gJycHZWVlFBQUoLCwEJmZmTAyMoK2tjby8vJw69YtGBsbIyAgAJWVlcjJyUFZWRmkpKS4L9Hy8nIu2enr62P48OE4ffo0pKWlMXbsWPz77784c+YMtm3bVut1lJWVVUteFRUV3D0HocrKSpSXl4u8Bqq3XN5uBWRkZODWrVvw8PAAAMyfPx+XL1/GH3/8AVdXVwDA8+fPERERARcXF5F63z4XUHUvSEJCAk+ePIFAIMCjR4+Qk5ODkpISJCcnQ1tbG8HBwQCqktXz58+hoqKC8vJykRjLyspEzjN37lxcvnwZP/zwA+bPnw9tbW1ERETA3NwcEhISsLe3R0hICOzt7fHzzz+jQ4cOuHHjBmRlZbkfDaRhSW7atGlTUwdByKe6evUqvLy8kJ2djdzcXMjIyKBz587V7hW0adMGw4YNQ1paGi5cuIDQ0FBISkpiw4YNUFZWhpqaGjIzM3HlyhVcuHABBgYG6NmzJ8LDw5GbmwtLS0toaWkhNDQUZ86cQbdu3dC9e3cYGhoiKSkJhw8fxrVr1zBlyhQ8e/YMurq6UFBQwJMnT+Dr64uCggJUVlaiQ4cOXLeSubk5cnNzERISguDgYBQXF2Pt2rXo1KlTjdd66dIlnDp1Cnl5eZCXl0fnzp1x/fp1+Pv74+XLl9DV1eW+tAMDA/HixQt06dIFSkpK8PT0RHx8PMrKysDj8aCmpgY3Nzeoqqrizp07+OuvvxAcHIyNGzfCxMQEACAvL48xY8YgIiICwcHBePToEa5cuYLly5dj4MCBeP78OQ4ePIjY2Fi8ePECKioq0NfXh4SEBKSlpfH8+XP4+/sjOTkZVlZW0NPTQ2RkJI4dO4anT59i3rx5uHnzJm7fvo1+/fpxw5pLSkrQrVs3SEtLY//+/Xj69CkqKipgbGyML7/8EkZGRoiLi0NQUBCSk5NhbW2NESNGAAA0NDTQpUsXxMbG4uzZs4iNjcXgwYMxZ86cBvwUkrdJsLo6XwkhrZqBgQEWL16MJUuWNHUopBWhey6EEELEjpILIZ8x4SAE4T0NQsSFkgshn6nnz59j9+7dAIArV67g/PnzlGSI2NA9F0IIIWJHLRdCCCFiR8mFEEKI2FFyIYQQInaUXAghhIgdJRdCCCFiR8mFEEKI2P0fm0l4RYZLdAEAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 432x576 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"rf = RandomForestRegressor(n_estimators=1024, random_state=1)\n",
"X = DF[y_columns]\n",
"rf.fit(X, DF['M'])\n",
"\n",
"importances = rf.feature_importances_\n",
"std = np.std([tree.feature_importances_ for tree in rf.estimators_], axis=0)\n",
"indices = np.argsort(importances)\n",
"\n",
"plt.figure(figsize=(6,8))\n",
"plt.suptitle(' RR Lyrae: Mass', y=0.99)\n",
"rects1 = plt.barh(range(X.shape[1])[:-1], importances[indices][:-1],\n",
" color=\"r\", align=\"center\")\n",
"plt.yticks(range(X.shape[1])[:-1], [y_col_names[idx] for idx in indices][:-1])#, rotation='vertical')\n",
"plt.ylim([-1, X.shape[1]-1])\n",
"plt.xlabel('Feature importance')\n",
"\n",
"plt.xlim([0, 0.16])\n",
"ax = plt.gca()\n",
"ax.set_xticks([0, 0.08, 0.16])\n",
"ax.set_xticklabels(['0%', '8%', '16%'])\n",
"\n",
"plt.text(0.0972, -0.1, 'period: %.1f%%' % (importances[0]*100))\n",
"plt.text(0.04, -0.7, 'light curve structure: %.1f%%' % (sum(importances[1:])*100))\n",
"\n",
"def autolabel(rects):\n",
" for rect in rects:\n",
" height = rect.get_height()\n",
" ax.annotate('%.1f' % (height*100) + '%',\n",
" xy=(rect.get_x() + rect.get_width() / 2, height),\n",
" xytext=(0, 3), \n",
" textcoords=\"offset points\",\n",
" ha='center', va='bottom')\n",
"\n",
"plt.savefig('RRL-M-importances.pdf')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 62,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x576 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"rf = RandomForestRegressor(n_estimators=1024, random_state=1)\n",
"X = DF[y_columns]\n",
"rf.fit(X, DF['Teff'])\n",
"\n",
"importances = rf.feature_importances_\n",
"std = np.std([tree.feature_importances_ for tree in rf.estimators_], axis=0)\n",
"indices = np.argsort(importances)\n",
"\n",
"plt.figure(figsize=(6,8))\n",
"plt.suptitle(' RR Lyrae: Effective Temperature', y=0.99)\n",
"rects1 = plt.barh(range(X.shape[1]), importances[indices],\n",
" color=\"b\", align=\"center\")\n",
"plt.yticks(range(X.shape[1]), [y_col_names[idx] for idx in indices])\n",
"plt.ylim([-1, X.shape[1]])\n",
"plt.xlabel('Feature importance')\n",
"\n",
"#plt.xlim([0, 0.25])\n",
"ax = plt.gca()\n",
"ax.set_xticks([0, 0.1, 0.2, 0.3, 0.4])\n",
"ax.set_xticklabels(['0%', '10%', '20%', '30%', '40%'])\n",
"plt.text(0.263,-0.1, 'period: %.1f%%' % (importances[0]*100))\n",
"plt.text(0.115, -0.7, 'light curve structure: %.1f%%' % (sum(importances[1:])*100))\n",
"\n",
"def autolabel(rects):\n",
" for rect in rects:\n",
" height = rect.get_height()\n",
" ax.annotate('%.1f' % (height*100) + '%',\n",
" xy=(rect.get_x() + rect.get_width() / 2, height),\n",
" xytext=(0, 3), \n",
" textcoords=\"offset points\",\n",
" ha='center', va='bottom')\n",
"\n",
"plt.savefig('RRL-Teff-importances.pdf')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 63,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x576 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"rf = RandomForestRegressor(n_estimators=1024, random_state=1)\n",
"X = DF[y_columns]\n",
"rf.fit(X, DF['logR'])\n",
"\n",
"importances = rf.feature_importances_\n",
"std = np.std([tree.feature_importances_ for tree in rf.estimators_], axis=0)\n",
"indices = np.argsort(importances)\n",
"\n",
"plt.figure(figsize=(6,8))\n",
"plt.suptitle(' RR Lyrae: Radius', y=0.99)\n",
"rects1 = plt.barh(range(X.shape[1])[:-1], importances[indices][:-1],\n",
" color=\"r\", #yerr=std[indices][1:], \n",
" align=\"center\")\n",
"plt.yticks(range(X.shape[1])[:-1], [y_col_names[idx] for idx in indices][:-1])#, rotation='vertical')\n",
"plt.ylim([-1, X.shape[1]-1])\n",
"plt.xlabel('Feature importance')\n",
"\n",
"plt.xlim([0, 0.16])\n",
"ax = plt.gca()\n",
"ax.set_xticks([0, 0.08, 0.16])\n",
"ax.set_xticklabels(['0%', '8%', '16%'])\n",
"\n",
"plt.text(0.0972, -0.1, 'period: %.1f%%' % (importances[0]*100))\n",
"plt.text(0.045, -0.7, 'light curve structure: %.1f%%' % (sum(importances[1:])*100))\n",
"\n",
"def autolabel(rects):\n",
" for rect in rects:\n",
" height = rect.get_height()\n",
" ax.annotate('%.1f' % (height*100) + '%',\n",
" xy=(rect.get_x() + rect.get_width() / 2, height),\n",
" xytext=(0, 3), \n",
" textcoords=\"offset points\",\n",
" ha='center', va='bottom')\n",
"\n",
"plt.savefig('RRL-logR-importances.pdf')\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.0"
}
},
"nbformat": 4,
"nbformat_minor": 2
}