{ "cells": [ { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "!pip install yahoofinance\n", "!pip install plotly\n", "!pip install kaleido\n", "!pip install psutil" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from fastbook import *\n", "import yahoofinance as yf\n", "import plotly.express as px\n", "import os" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "profile = yf.HistoricalPrices('SPY', \"2000-01-01\", \"2021-01-01\", frequency=\"1d\")\n", "df = profile.to_dfs()[\"Historical Prices\"]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
OpenHighLowCloseAdj CloseVolume
Date
2000-01-03148.25000148.25000143.875000145.4375097.8256768164300
2000-01-04143.53125144.06250139.640625139.7500094.0001078089800
2000-01-05139.93750141.53125137.250000140.0000094.16825912177900
2000-01-06139.62500141.50000137.750000137.7500092.6548616227200
2000-01-07140.31250145.75000140.062500145.7500098.0358968066500
2000-01-10146.25000146.90625145.031250146.2500098.3722155741700
2000-01-11145.81250146.09375143.500000144.5000097.1950997503700
2000-01-12144.59375144.59375142.875000143.0625096.2282106907700
2000-01-13144.46875145.75000143.281250145.0000097.5314415158300
2000-01-14146.53125147.46875145.968750146.9687598.8556757437300
\n", "
" ], "text/plain": [ " Open High Low Close Adj Close Volume\n", "Date \n", "2000-01-03 148.25000 148.25000 143.875000 145.43750 97.825676 8164300\n", "2000-01-04 143.53125 144.06250 139.640625 139.75000 94.000107 8089800\n", "2000-01-05 139.93750 141.53125 137.250000 140.00000 94.168259 12177900\n", "2000-01-06 139.62500 141.50000 137.750000 137.75000 92.654861 6227200\n", "2000-01-07 140.31250 145.75000 140.062500 145.75000 98.035896 8066500\n", "2000-01-10 146.25000 146.90625 145.031250 146.25000 98.372215 5741700\n", "2000-01-11 145.81250 146.09375 143.500000 144.50000 97.195099 7503700\n", "2000-01-12 144.59375 144.59375 142.875000 143.06250 96.228210 6907700\n", "2000-01-13 144.46875 145.75000 143.281250 145.00000 97.531441 5158300\n", "2000-01-14 146.53125 147.46875 145.968750 146.96875 98.855675 7437300" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.head(10)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(5284, 6)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.shape" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.duplicated().values.any()" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.isna().values.any()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "hovertemplate": "Date=%{x}
Adj Close=%{y}", "legendgroup": "", "line": { "color": "#636efa", "dash": "solid" }, "mode": "lines", "name": "", "showlegend": false, "type": "scattergl", "x": [ "2000-01-03", "2000-01-04", "2000-01-05", "2000-01-06", "2000-01-07", "2000-01-10", "2000-01-11", "2000-01-12", "2000-01-13", "2000-01-14", "2000-01-18", "2000-01-19", "2000-01-20", "2000-01-21", "2000-01-24", "2000-01-25", "2000-01-26", "2000-01-27", "2000-01-28", "2000-01-31", "2000-02-01", "2000-02-02", "2000-02-03", "2000-02-04", "2000-02-07", "2000-02-08", "2000-02-09", "2000-02-10", "2000-02-11", "2000-02-14", "2000-02-15", "2000-02-16", "2000-02-17", "2000-02-18", "2000-02-22", "2000-02-23", "2000-02-24", "2000-02-25", "2000-02-28", "2000-02-29", "2000-03-01", "2000-03-02", "2000-03-03", "2000-03-06", "2000-03-07", "2000-03-08", "2000-03-09", "2000-03-10", "2000-03-13", "2000-03-14", "2000-03-15", "2000-03-16", "2000-03-17", "2000-03-20", "2000-03-21", "2000-03-22", "2000-03-23", "2000-03-24", "2000-03-27", "2000-03-28", "2000-03-29", "2000-03-30", "2000-03-31", "2000-04-03", "2000-04-04", "2000-04-05", "2000-04-06", "2000-04-07", "2000-04-10", "2000-04-11", "2000-04-12", "2000-04-13", "2000-04-14", "2000-04-17", "2000-04-18", "2000-04-19", "2000-04-20", "2000-04-24", "2000-04-25", "2000-04-26", "2000-04-27", "2000-04-28", "2000-05-01", "2000-05-02", "2000-05-03", "2000-05-04", "2000-05-05", "2000-05-08", "2000-05-09", "2000-05-10", "2000-05-11", "2000-05-12", "2000-05-15", "2000-05-16", "2000-05-17", "2000-05-18", "2000-05-19", "2000-05-22", "2000-05-23", "2000-05-24", "2000-05-25", "2000-05-26", "2000-05-30", "2000-05-31", "2000-06-01", "2000-06-02", "2000-06-05", "2000-06-06", "2000-06-07", "2000-06-08", "2000-06-09", "2000-06-12", "2000-06-13", "2000-06-14", "2000-06-15", "2000-06-16", "2000-06-19", "2000-06-20", "2000-06-21", "2000-06-22", "2000-06-23", "2000-06-26", "2000-06-27", "2000-06-28", "2000-06-29", "2000-06-30", "2000-07-03", "2000-07-05", "2000-07-06", "2000-07-07", "2000-07-10", "2000-07-11", "2000-07-12", "2000-07-13", "2000-07-14", "2000-07-17", "2000-07-18", "2000-07-19", "2000-07-20", "2000-07-21", "2000-07-24", "2000-07-25", "2000-07-26", "2000-07-27", "2000-07-28", "2000-07-31", "2000-08-01", "2000-08-02", "2000-08-03", "2000-08-04", "2000-08-07", "2000-08-08", "2000-08-09", "2000-08-10", "2000-08-11", "2000-08-14", "2000-08-15", "2000-08-16", "2000-08-17", "2000-08-18", "2000-08-21", "2000-08-22", "2000-08-23", "2000-08-24", "2000-08-25", "2000-08-28", "2000-08-29", "2000-08-30", "2000-08-31", "2000-09-01", "2000-09-05", "2000-09-06", "2000-09-07", "2000-09-08", "2000-09-11", "2000-09-12", "2000-09-13", "2000-09-14", "2000-09-15", "2000-09-18", "2000-09-19", "2000-09-20", "2000-09-21", "2000-09-22", "2000-09-25", "2000-09-26", "2000-09-27", "2000-09-28", "2000-09-29", "2000-10-02", "2000-10-03", "2000-10-04", "2000-10-05", "2000-10-06", "2000-10-09", "2000-10-10", "2000-10-11", "2000-10-12", "2000-10-13", "2000-10-16", "2000-10-17", "2000-10-18", "2000-10-19", "2000-10-20", "2000-10-23", "2000-10-24", "2000-10-25", "2000-10-26", "2000-10-27", "2000-10-30", "2000-10-31", "2000-11-01", "2000-11-02", "2000-11-03", "2000-11-06", "2000-11-07", "2000-11-08", "2000-11-09", "2000-11-10", "2000-11-13", "2000-11-14", "2000-11-15", "2000-11-16", "2000-11-17", "2000-11-20", "2000-11-21", "2000-11-22", "2000-11-24", "2000-11-27", "2000-11-28", "2000-11-29", "2000-11-30", "2000-12-01", "2000-12-04", "2000-12-05", "2000-12-06", "2000-12-07", "2000-12-08", "2000-12-11", "2000-12-12", "2000-12-13", "2000-12-14", "2000-12-15", "2000-12-18", "2000-12-19", "2000-12-20", "2000-12-21", "2000-12-22", "2000-12-26", "2000-12-27", "2000-12-28", "2000-12-29", "2001-01-02", "2001-01-03", "2001-01-04", "2001-01-05", "2001-01-08", "2001-01-09", "2001-01-10", "2001-01-11", "2001-01-12", "2001-01-16", "2001-01-17", "2001-01-18", "2001-01-19", "2001-01-22", "2001-01-23", "2001-01-24", "2001-01-25", "2001-01-26", "2001-01-29", "2001-01-30", "2001-01-31", "2001-02-01", "2001-02-02", "2001-02-05", "2001-02-06", "2001-02-07", "2001-02-08", "2001-02-09", "2001-02-12", "2001-02-13", "2001-02-14", "2001-02-15", "2001-02-16", "2001-02-20", "2001-02-21", "2001-02-22", "2001-02-23", "2001-02-26", "2001-02-27", "2001-02-28", "2001-03-01", "2001-03-02", "2001-03-05", "2001-03-06", "2001-03-07", "2001-03-08", "2001-03-09", "2001-03-12", "2001-03-13", "2001-03-14", "2001-03-15", "2001-03-16", "2001-03-19", "2001-03-20", "2001-03-21", "2001-03-22", "2001-03-23", "2001-03-26", "2001-03-27", "2001-03-28", "2001-03-29", "2001-03-30", "2001-04-02", "2001-04-03", "2001-04-04", "2001-04-05", "2001-04-06", "2001-04-09", "2001-04-10", "2001-04-11", "2001-04-12", "2001-04-16", "2001-04-17", "2001-04-18", "2001-04-19", "2001-04-20", "2001-04-23", "2001-04-24", "2001-04-25", "2001-04-26", "2001-04-27", "2001-04-30", "2001-05-01", "2001-05-02", "2001-05-03", "2001-05-04", "2001-05-07", "2001-05-08", "2001-05-09", "2001-05-10", "2001-05-11", "2001-05-14", "2001-05-15", "2001-05-16", "2001-05-17", "2001-05-18", "2001-05-21", "2001-05-22", "2001-05-23", "2001-05-24", "2001-05-25", "2001-05-29", "2001-05-30", "2001-05-31", "2001-06-01", "2001-06-04", "2001-06-05", "2001-06-06", "2001-06-07", "2001-06-08", "2001-06-11", "2001-06-12", "2001-06-13", "2001-06-14", "2001-06-15", "2001-06-18", "2001-06-19", "2001-06-20", "2001-06-21", "2001-06-22", "2001-06-25", "2001-06-26", "2001-06-27", "2001-06-28", "2001-06-29", "2001-07-02", "2001-07-03", "2001-07-05", "2001-07-06", "2001-07-09", "2001-07-10", "2001-07-11", "2001-07-12", "2001-07-13", "2001-07-16", "2001-07-17", "2001-07-18", "2001-07-19", "2001-07-20", "2001-07-23", "2001-07-24", "2001-07-25", "2001-07-26", "2001-07-27", "2001-07-30", "2001-07-31", "2001-08-01", "2001-08-02", "2001-08-03", "2001-08-06", "2001-08-07", "2001-08-08", "2001-08-09", "2001-08-10", "2001-08-13", "2001-08-14", "2001-08-15", "2001-08-16", "2001-08-17", "2001-08-20", "2001-08-21", "2001-08-22", "2001-08-23", "2001-08-24", "2001-08-27", "2001-08-28", "2001-08-29", "2001-08-30", "2001-08-31", "2001-09-04", "2001-09-05", "2001-09-06", "2001-09-07", "2001-09-10", "2001-09-17", "2001-09-18", "2001-09-19", "2001-09-20", "2001-09-21", "2001-09-24", "2001-09-25", "2001-09-26", "2001-09-27", "2001-09-28", "2001-10-01", "2001-10-02", "2001-10-03", "2001-10-04", "2001-10-05", "2001-10-08", "2001-10-09", "2001-10-10", "2001-10-11", "2001-10-12", "2001-10-15", "2001-10-16", "2001-10-17", "2001-10-18", "2001-10-19", "2001-10-22", "2001-10-23", "2001-10-24", "2001-10-25", "2001-10-26", "2001-10-29", "2001-10-30", "2001-10-31", "2001-11-01", "2001-11-02", "2001-11-05", "2001-11-06", "2001-11-07", "2001-11-08", "2001-11-09", "2001-11-12", "2001-11-13", "2001-11-14", "2001-11-15", "2001-11-16", "2001-11-19", "2001-11-20", "2001-11-21", "2001-11-23", "2001-11-26", "2001-11-27", "2001-11-28", "2001-11-29", "2001-11-30", "2001-12-03", "2001-12-04", "2001-12-05", "2001-12-06", "2001-12-07", "2001-12-10", "2001-12-11", "2001-12-12", "2001-12-13", "2001-12-14", "2001-12-17", "2001-12-18", "2001-12-19", "2001-12-20", "2001-12-21", "2001-12-24", "2001-12-26", "2001-12-27", "2001-12-28", "2001-12-31", "2002-01-02", "2002-01-03", "2002-01-04", "2002-01-07", "2002-01-08", "2002-01-09", "2002-01-10", "2002-01-11", "2002-01-14", "2002-01-15", "2002-01-16", "2002-01-17", "2002-01-18", "2002-01-22", "2002-01-23", "2002-01-24", "2002-01-25", "2002-01-28", "2002-01-29", "2002-01-30", "2002-01-31", "2002-02-01", "2002-02-04", "2002-02-05", "2002-02-06", "2002-02-07", "2002-02-08", "2002-02-11", "2002-02-12", "2002-02-13", "2002-02-14", "2002-02-15", "2002-02-19", "2002-02-20", "2002-02-21", "2002-02-22", "2002-02-25", "2002-02-26", "2002-02-27", "2002-02-28", "2002-03-01", "2002-03-04", "2002-03-05", "2002-03-06", "2002-03-07", "2002-03-08", "2002-03-11", "2002-03-12", "2002-03-13", "2002-03-14", "2002-03-15", "2002-03-18", "2002-03-19", "2002-03-20", "2002-03-21", "2002-03-22", "2002-03-25", "2002-03-26", "2002-03-27", "2002-03-28", "2002-04-01", "2002-04-02", "2002-04-03", "2002-04-04", "2002-04-05", "2002-04-08", "2002-04-09", "2002-04-10", "2002-04-11", "2002-04-12", "2002-04-15", "2002-04-16", "2002-04-17", "2002-04-18", "2002-04-19", "2002-04-22", "2002-04-23", "2002-04-24", "2002-04-25", "2002-04-26", "2002-04-29", "2002-04-30", "2002-05-01", "2002-05-02", "2002-05-03", "2002-05-06", "2002-05-07", "2002-05-08", "2002-05-09", "2002-05-10", "2002-05-13", "2002-05-14", "2002-05-15", "2002-05-16", "2002-05-17", "2002-05-20", "2002-05-21", "2002-05-22", "2002-05-23", "2002-05-24", "2002-05-28", "2002-05-29", "2002-05-30", "2002-05-31", "2002-06-03", "2002-06-04", "2002-06-05", "2002-06-06", "2002-06-07", "2002-06-10", "2002-06-11", "2002-06-12", "2002-06-13", "2002-06-14", "2002-06-17", "2002-06-18", "2002-06-19", "2002-06-20", "2002-06-21", "2002-06-24", "2002-06-25", "2002-06-26", "2002-06-27", "2002-06-28", "2002-07-01", "2002-07-02", "2002-07-03", "2002-07-05", "2002-07-08", "2002-07-09", "2002-07-10", "2002-07-11", "2002-07-12", "2002-07-15", "2002-07-16", "2002-07-17", "2002-07-18", "2002-07-19", "2002-07-22", "2002-07-23", "2002-07-24", "2002-07-25", "2002-07-26", "2002-07-29", "2002-07-30", "2002-07-31", "2002-08-01", "2002-08-02", "2002-08-05", "2002-08-06", "2002-08-07", "2002-08-08", "2002-08-09", "2002-08-12", "2002-08-13", "2002-08-14", "2002-08-15", "2002-08-16", "2002-08-19", "2002-08-20", "2002-08-21", "2002-08-22", "2002-08-23", "2002-08-26", "2002-08-27", "2002-08-28", "2002-08-29", "2002-08-30", "2002-09-03", "2002-09-04", "2002-09-05", "2002-09-06", "2002-09-09", "2002-09-10", "2002-09-11", "2002-09-12", "2002-09-13", "2002-09-16", "2002-09-17", "2002-09-18", "2002-09-19", "2002-09-20", "2002-09-23", "2002-09-24", "2002-09-25", "2002-09-26", "2002-09-27", "2002-09-30", "2002-10-01", "2002-10-02", "2002-10-03", "2002-10-04", "2002-10-07", "2002-10-08", "2002-10-09", "2002-10-10", "2002-10-11", "2002-10-14", "2002-10-15", "2002-10-16", "2002-10-17", "2002-10-18", "2002-10-21", "2002-10-22", "2002-10-23", "2002-10-24", "2002-10-25", "2002-10-28", "2002-10-29", "2002-10-30", "2002-10-31", "2002-11-01", "2002-11-04", "2002-11-05", "2002-11-06", "2002-11-07", "2002-11-08", "2002-11-11", "2002-11-12", "2002-11-13", "2002-11-14", "2002-11-15", "2002-11-18", "2002-11-19", "2002-11-20", "2002-11-21", "2002-11-22", "2002-11-25", "2002-11-26", "2002-11-27", "2002-11-29", "2002-12-02", "2002-12-03", "2002-12-04", "2002-12-05", "2002-12-06", "2002-12-09", "2002-12-10", "2002-12-11", "2002-12-12", "2002-12-13", "2002-12-16", "2002-12-17", "2002-12-18", "2002-12-19", "2002-12-20", "2002-12-23", "2002-12-24", "2002-12-26", "2002-12-27", "2002-12-30", "2002-12-31", "2003-01-02", "2003-01-03", "2003-01-06", "2003-01-07", "2003-01-08", "2003-01-09", "2003-01-10", "2003-01-13", "2003-01-14", "2003-01-15", "2003-01-16", "2003-01-17", "2003-01-21", "2003-01-22", "2003-01-23", "2003-01-24", "2003-01-27", "2003-01-28", "2003-01-29", "2003-01-30", "2003-01-31", "2003-02-03", "2003-02-04", "2003-02-05", "2003-02-06", "2003-02-07", "2003-02-10", "2003-02-11", "2003-02-12", "2003-02-13", "2003-02-14", "2003-02-18", "2003-02-19", "2003-02-20", "2003-02-21", "2003-02-24", "2003-02-25", "2003-02-26", "2003-02-27", "2003-02-28", "2003-03-03", "2003-03-04", "2003-03-05", "2003-03-06", "2003-03-07", "2003-03-10", "2003-03-11", "2003-03-12", "2003-03-13", "2003-03-14", "2003-03-17", "2003-03-18", "2003-03-19", "2003-03-20", "2003-03-21", "2003-03-24", "2003-03-25", "2003-03-26", "2003-03-27", "2003-03-28", "2003-03-31", "2003-04-01", "2003-04-02", "2003-04-03", "2003-04-04", "2003-04-07", "2003-04-08", "2003-04-09", "2003-04-10", "2003-04-11", "2003-04-14", "2003-04-15", "2003-04-16", "2003-04-17", "2003-04-21", "2003-04-22", "2003-04-23", "2003-04-24", "2003-04-25", "2003-04-28", "2003-04-29", "2003-04-30", "2003-05-01", "2003-05-02", "2003-05-05", "2003-05-06", "2003-05-07", "2003-05-08", "2003-05-09", "2003-05-12", "2003-05-13", "2003-05-14", "2003-05-15", "2003-05-16", "2003-05-19", "2003-05-20", "2003-05-21", "2003-05-22", "2003-05-23", "2003-05-27", "2003-05-28", "2003-05-29", "2003-05-30", "2003-06-02", "2003-06-03", "2003-06-04", "2003-06-05", "2003-06-06", "2003-06-09", "2003-06-10", "2003-06-11", "2003-06-12", "2003-06-13", "2003-06-16", "2003-06-17", "2003-06-18", "2003-06-19", "2003-06-20", "2003-06-23", "2003-06-24", "2003-06-25", "2003-06-26", "2003-06-27", "2003-06-30", "2003-07-01", "2003-07-02", "2003-07-03", "2003-07-07", "2003-07-08", "2003-07-09", "2003-07-10", "2003-07-11", "2003-07-14", "2003-07-15", "2003-07-16", "2003-07-17", "2003-07-18", "2003-07-21", "2003-07-22", "2003-07-23", "2003-07-24", "2003-07-25", "2003-07-28", "2003-07-29", "2003-07-30", "2003-07-31", "2003-08-01", "2003-08-04", "2003-08-05", "2003-08-06", "2003-08-07", "2003-08-08", "2003-08-11", "2003-08-12", "2003-08-13", "2003-08-14", "2003-08-15", "2003-08-18", "2003-08-19", "2003-08-20", "2003-08-21", "2003-08-22", "2003-08-25", "2003-08-26", "2003-08-27", "2003-08-28", "2003-08-29", "2003-09-02", "2003-09-03", "2003-09-04", "2003-09-05", "2003-09-08", "2003-09-09", "2003-09-10", "2003-09-11", "2003-09-12", "2003-09-15", "2003-09-16", "2003-09-17", "2003-09-18", "2003-09-19", "2003-09-22", "2003-09-23", "2003-09-24", "2003-09-25", "2003-09-26", "2003-09-29", "2003-09-30", "2003-10-01", "2003-10-02", "2003-10-03", "2003-10-06", "2003-10-07", "2003-10-08", "2003-10-09", "2003-10-10", "2003-10-13", "2003-10-14", "2003-10-15", "2003-10-16", "2003-10-17", "2003-10-20", "2003-10-21", "2003-10-22", "2003-10-23", "2003-10-24", "2003-10-27", "2003-10-28", "2003-10-29", "2003-10-30", "2003-10-31", "2003-11-03", "2003-11-04", "2003-11-05", "2003-11-06", "2003-11-07", "2003-11-10", "2003-11-11", "2003-11-12", "2003-11-13", "2003-11-14", "2003-11-17", "2003-11-18", "2003-11-19", "2003-11-20", "2003-11-21", "2003-11-24", "2003-11-25", "2003-11-26", "2003-11-28", "2003-12-01", "2003-12-02", "2003-12-03", "2003-12-04", "2003-12-05", "2003-12-08", "2003-12-09", "2003-12-10", "2003-12-11", "2003-12-12", "2003-12-15", "2003-12-16", "2003-12-17", "2003-12-18", "2003-12-19", "2003-12-22", "2003-12-23", "2003-12-24", "2003-12-26", "2003-12-29", "2003-12-30", "2003-12-31", "2004-01-02", "2004-01-05", "2004-01-06", "2004-01-07", "2004-01-08", "2004-01-09", "2004-01-12", "2004-01-13", "2004-01-14", "2004-01-15", "2004-01-16", "2004-01-20", "2004-01-21", "2004-01-22", "2004-01-23", "2004-01-26", "2004-01-27", "2004-01-28", "2004-01-29", "2004-01-30", "2004-02-02", "2004-02-03", "2004-02-04", "2004-02-05", "2004-02-06", "2004-02-09", "2004-02-10", "2004-02-11", "2004-02-12", "2004-02-13", "2004-02-17", "2004-02-18", "2004-02-19", "2004-02-20", "2004-02-23", "2004-02-24", "2004-02-25", "2004-02-26", "2004-02-27", "2004-03-01", "2004-03-02", "2004-03-03", "2004-03-04", "2004-03-05", "2004-03-08", "2004-03-09", "2004-03-10", "2004-03-11", "2004-03-12", "2004-03-15", "2004-03-16", "2004-03-17", "2004-03-18", "2004-03-19", "2004-03-22", "2004-03-23", "2004-03-24", "2004-03-25", "2004-03-26", "2004-03-29", "2004-03-30", "2004-03-31", "2004-04-01", "2004-04-02", "2004-04-05", "2004-04-06", "2004-04-07", "2004-04-08", "2004-04-12", "2004-04-13", "2004-04-14", "2004-04-15", "2004-04-16", "2004-04-19", "2004-04-20", "2004-04-21", "2004-04-22", "2004-04-23", "2004-04-26", "2004-04-27", "2004-04-28", "2004-04-29", "2004-04-30", "2004-05-03", "2004-05-04", "2004-05-05", "2004-05-06", "2004-05-07", "2004-05-10", "2004-05-11", "2004-05-12", "2004-05-13", "2004-05-14", "2004-05-17", "2004-05-18", "2004-05-19", "2004-05-20", "2004-05-21", "2004-05-24", "2004-05-25", "2004-05-26", "2004-05-27", "2004-05-28", "2004-06-01", "2004-06-02", "2004-06-03", "2004-06-04", "2004-06-07", "2004-06-08", "2004-06-09", "2004-06-10", "2004-06-14", "2004-06-15", "2004-06-16", "2004-06-17", "2004-06-18", "2004-06-21", "2004-06-22", "2004-06-23", "2004-06-24", "2004-06-25", "2004-06-28", "2004-06-29", "2004-06-30", "2004-07-01", "2004-07-02", "2004-07-06", "2004-07-07", "2004-07-08", "2004-07-09", "2004-07-12", "2004-07-13", "2004-07-14", "2004-07-15", "2004-07-16", "2004-07-19", "2004-07-20", "2004-07-21", "2004-07-22", "2004-07-23", "2004-07-26", "2004-07-27", "2004-07-28", "2004-07-29", "2004-07-30", "2004-08-02", "2004-08-03", "2004-08-04", "2004-08-05", "2004-08-06", "2004-08-09", "2004-08-10", "2004-08-11", "2004-08-12", "2004-08-13", "2004-08-16", "2004-08-17", "2004-08-18", "2004-08-19", "2004-08-20", "2004-08-23", "2004-08-24", "2004-08-25", "2004-08-26", "2004-08-27", "2004-08-30", "2004-08-31", "2004-09-01", "2004-09-02", "2004-09-03", "2004-09-07", "2004-09-08", "2004-09-09", "2004-09-10", "2004-09-13", "2004-09-14", "2004-09-15", "2004-09-16", "2004-09-17", "2004-09-20", "2004-09-21", "2004-09-22", "2004-09-23", "2004-09-24", "2004-09-27", "2004-09-28", "2004-09-29", "2004-09-30", "2004-10-01", "2004-10-04", "2004-10-05", "2004-10-06", "2004-10-07", "2004-10-08", "2004-10-11", "2004-10-12", "2004-10-13", "2004-10-14", "2004-10-15", "2004-10-18", "2004-10-19", "2004-10-20", "2004-10-21", "2004-10-22", "2004-10-25", "2004-10-26", "2004-10-27", "2004-10-28", "2004-10-29", "2004-11-01", "2004-11-02", "2004-11-03", "2004-11-04", "2004-11-05", "2004-11-08", "2004-11-09", "2004-11-10", "2004-11-11", "2004-11-12", "2004-11-15", "2004-11-16", "2004-11-17", "2004-11-18", "2004-11-19", "2004-11-22", "2004-11-23", "2004-11-24", "2004-11-26", "2004-11-29", "2004-11-30", "2004-12-01", "2004-12-02", "2004-12-03", "2004-12-06", "2004-12-07", "2004-12-08", "2004-12-09", "2004-12-10", "2004-12-13", "2004-12-14", "2004-12-15", "2004-12-16", "2004-12-17", "2004-12-20", "2004-12-21", "2004-12-22", "2004-12-23", "2004-12-27", "2004-12-28", "2004-12-29", "2004-12-30", "2004-12-31", "2005-01-03", "2005-01-04", "2005-01-05", "2005-01-06", "2005-01-07", "2005-01-10", "2005-01-11", "2005-01-12", "2005-01-13", "2005-01-14", "2005-01-18", "2005-01-19", "2005-01-20", "2005-01-21", "2005-01-24", "2005-01-25", "2005-01-26", "2005-01-27", "2005-01-28", "2005-01-31", "2005-02-01", "2005-02-02", "2005-02-03", "2005-02-04", "2005-02-07", "2005-02-08", "2005-02-09", "2005-02-10", "2005-02-11", "2005-02-14", "2005-02-15", "2005-02-16", "2005-02-17", "2005-02-18", "2005-02-22", "2005-02-23", "2005-02-24", "2005-02-25", "2005-02-28", "2005-03-01", "2005-03-02", "2005-03-03", "2005-03-04", "2005-03-07", "2005-03-08", "2005-03-09", "2005-03-10", "2005-03-11", "2005-03-14", "2005-03-15", "2005-03-16", "2005-03-17", "2005-03-18", "2005-03-21", "2005-03-22", "2005-03-23", "2005-03-24", "2005-03-28", "2005-03-29", "2005-03-30", "2005-03-31", "2005-04-01", "2005-04-04", "2005-04-05", "2005-04-06", "2005-04-07", "2005-04-08", "2005-04-11", "2005-04-12", "2005-04-13", "2005-04-14", "2005-04-15", "2005-04-18", "2005-04-19", "2005-04-20", "2005-04-21", "2005-04-22", "2005-04-25", "2005-04-26", "2005-04-27", "2005-04-28", "2005-04-29", "2005-05-02", "2005-05-03", "2005-05-04", "2005-05-05", "2005-05-06", "2005-05-09", "2005-05-10", "2005-05-11", "2005-05-12", "2005-05-13", "2005-05-16", "2005-05-17", "2005-05-18", "2005-05-19", "2005-05-20", "2005-05-23", "2005-05-24", "2005-05-25", "2005-05-26", "2005-05-27", "2005-05-31", "2005-06-01", "2005-06-02", "2005-06-03", "2005-06-06", "2005-06-07", "2005-06-08", "2005-06-09", "2005-06-10", "2005-06-13", "2005-06-14", "2005-06-15", "2005-06-16", "2005-06-17", "2005-06-20", "2005-06-21", "2005-06-22", "2005-06-23", "2005-06-24", "2005-06-27", "2005-06-28", "2005-06-29", "2005-06-30", "2005-07-01", "2005-07-05", "2005-07-06", "2005-07-07", "2005-07-08", "2005-07-11", "2005-07-12", "2005-07-13", "2005-07-14", "2005-07-15", "2005-07-18", "2005-07-19", "2005-07-20", "2005-07-21", "2005-07-22", "2005-07-25", "2005-07-26", "2005-07-27", "2005-07-28", "2005-07-29", "2005-08-01", "2005-08-02", "2005-08-03", "2005-08-04", "2005-08-05", "2005-08-08", "2005-08-09", "2005-08-10", "2005-08-11", "2005-08-12", "2005-08-15", "2005-08-16", "2005-08-17", "2005-08-18", "2005-08-19", "2005-08-22", "2005-08-23", "2005-08-24", "2005-08-25", "2005-08-26", "2005-08-29", "2005-08-30", "2005-08-31", "2005-09-01", "2005-09-02", "2005-09-06", "2005-09-07", "2005-09-08", "2005-09-09", "2005-09-12", "2005-09-13", "2005-09-14", "2005-09-15", "2005-09-16", "2005-09-19", "2005-09-20", "2005-09-21", "2005-09-22", "2005-09-23", "2005-09-26", "2005-09-27", "2005-09-28", "2005-09-29", "2005-09-30", "2005-10-03", "2005-10-04", "2005-10-05", "2005-10-06", "2005-10-07", "2005-10-10", "2005-10-11", "2005-10-12", "2005-10-13", "2005-10-14", "2005-10-17", "2005-10-18", "2005-10-19", "2005-10-20", "2005-10-21", "2005-10-24", "2005-10-25", "2005-10-26", "2005-10-27", "2005-10-28", "2005-10-31", "2005-11-01", "2005-11-02", "2005-11-03", "2005-11-04", "2005-11-07", "2005-11-08", "2005-11-09", "2005-11-10", "2005-11-11", "2005-11-14", "2005-11-15", "2005-11-16", "2005-11-17", "2005-11-18", "2005-11-21", "2005-11-22", "2005-11-23", "2005-11-25", "2005-11-28", "2005-11-29", "2005-11-30", "2005-12-01", "2005-12-02", "2005-12-05", "2005-12-06", "2005-12-07", "2005-12-08", "2005-12-09", "2005-12-12", "2005-12-13", "2005-12-14", "2005-12-15", "2005-12-16", "2005-12-19", "2005-12-20", "2005-12-21", "2005-12-22", "2005-12-23", "2005-12-27", "2005-12-28", "2005-12-29", "2005-12-30", "2006-01-03", "2006-01-04", "2006-01-05", "2006-01-06", "2006-01-09", "2006-01-10", "2006-01-11", "2006-01-12", "2006-01-13", "2006-01-17", "2006-01-18", "2006-01-19", "2006-01-20", "2006-01-23", "2006-01-24", "2006-01-25", "2006-01-26", "2006-01-27", "2006-01-30", "2006-01-31", "2006-02-01", "2006-02-02", "2006-02-03", "2006-02-06", "2006-02-07", "2006-02-08", "2006-02-09", "2006-02-10", "2006-02-13", "2006-02-14", "2006-02-15", "2006-02-16", "2006-02-17", "2006-02-21", "2006-02-22", "2006-02-23", "2006-02-24", "2006-02-27", "2006-02-28", "2006-03-01", "2006-03-02", "2006-03-03", "2006-03-06", "2006-03-07", "2006-03-08", "2006-03-09", "2006-03-10", "2006-03-13", "2006-03-14", "2006-03-15", "2006-03-16", "2006-03-17", "2006-03-20", "2006-03-21", "2006-03-22", "2006-03-23", "2006-03-24", "2006-03-27", "2006-03-28", "2006-03-29", "2006-03-30", "2006-03-31", "2006-04-03", "2006-04-04", "2006-04-05", "2006-04-06", "2006-04-07", "2006-04-10", "2006-04-11", "2006-04-12", "2006-04-13", "2006-04-17", "2006-04-18", "2006-04-19", "2006-04-20", "2006-04-21", "2006-04-24", "2006-04-25", "2006-04-26", "2006-04-27", "2006-04-28", "2006-05-01", "2006-05-02", "2006-05-03", "2006-05-04", "2006-05-05", "2006-05-08", "2006-05-09", "2006-05-10", "2006-05-11", "2006-05-12", "2006-05-15", "2006-05-16", "2006-05-17", "2006-05-18", "2006-05-19", "2006-05-22", "2006-05-23", "2006-05-24", "2006-05-25", "2006-05-26", "2006-05-30", "2006-05-31", "2006-06-01", "2006-06-02", "2006-06-05", "2006-06-06", "2006-06-07", "2006-06-08", "2006-06-09", "2006-06-12", "2006-06-13", "2006-06-14", "2006-06-15", "2006-06-16", "2006-06-19", "2006-06-20", "2006-06-21", "2006-06-22", "2006-06-23", "2006-06-26", "2006-06-27", "2006-06-28", "2006-06-29", "2006-06-30", "2006-07-03", "2006-07-05", "2006-07-06", "2006-07-07", "2006-07-10", "2006-07-11", "2006-07-12", "2006-07-13", "2006-07-14", "2006-07-17", "2006-07-18", "2006-07-19", "2006-07-20", "2006-07-21", "2006-07-24", "2006-07-25", "2006-07-26", "2006-07-27", "2006-07-28", "2006-07-31", "2006-08-01", "2006-08-02", "2006-08-03", "2006-08-04", "2006-08-07", "2006-08-08", "2006-08-09", "2006-08-10", "2006-08-11", "2006-08-14", "2006-08-15", "2006-08-16", "2006-08-17", "2006-08-18", "2006-08-21", "2006-08-22", "2006-08-23", "2006-08-24", "2006-08-25", "2006-08-28", "2006-08-29", "2006-08-30", "2006-08-31", "2006-09-01", "2006-09-05", "2006-09-06", "2006-09-07", "2006-09-08", "2006-09-11", "2006-09-12", "2006-09-13", "2006-09-14", "2006-09-15", "2006-09-18", "2006-09-19", "2006-09-20", "2006-09-21", "2006-09-22", "2006-09-25", "2006-09-26", "2006-09-27", "2006-09-28", "2006-09-29", "2006-10-02", "2006-10-03", "2006-10-04", "2006-10-05", "2006-10-06", "2006-10-09", "2006-10-10", "2006-10-11", "2006-10-12", "2006-10-13", "2006-10-16", "2006-10-17", "2006-10-18", "2006-10-19", "2006-10-20", "2006-10-23", "2006-10-24", "2006-10-25", "2006-10-26", "2006-10-27", "2006-10-30", "2006-10-31", "2006-11-01", "2006-11-02", "2006-11-03", "2006-11-06", "2006-11-07", "2006-11-08", "2006-11-09", "2006-11-10", "2006-11-13", "2006-11-14", "2006-11-15", "2006-11-16", "2006-11-17", "2006-11-20", "2006-11-21", "2006-11-22", "2006-11-24", "2006-11-27", "2006-11-28", "2006-11-29", "2006-11-30", "2006-12-01", "2006-12-04", "2006-12-05", "2006-12-06", "2006-12-07", "2006-12-08", "2006-12-11", "2006-12-12", "2006-12-13", "2006-12-14", "2006-12-15", "2006-12-18", "2006-12-19", "2006-12-20", "2006-12-21", "2006-12-22", "2006-12-26", "2006-12-27", "2006-12-28", "2006-12-29", "2007-01-03", "2007-01-04", "2007-01-05", "2007-01-08", "2007-01-09", "2007-01-10", "2007-01-11", "2007-01-12", "2007-01-16", "2007-01-17", "2007-01-18", "2007-01-19", "2007-01-22", "2007-01-23", "2007-01-24", "2007-01-25", "2007-01-26", "2007-01-29", "2007-01-30", "2007-01-31", "2007-02-01", "2007-02-02", "2007-02-05", "2007-02-06", "2007-02-07", "2007-02-08", "2007-02-09", "2007-02-12", "2007-02-13", "2007-02-14", "2007-02-15", "2007-02-16", "2007-02-20", "2007-02-21", "2007-02-22", "2007-02-23", "2007-02-26", "2007-02-27", "2007-02-28", "2007-03-01", "2007-03-02", "2007-03-05", "2007-03-06", "2007-03-07", "2007-03-08", "2007-03-09", "2007-03-12", "2007-03-13", "2007-03-14", "2007-03-15", "2007-03-16", "2007-03-19", "2007-03-20", "2007-03-21", "2007-03-22", "2007-03-23", "2007-03-26", "2007-03-27", "2007-03-28", "2007-03-29", "2007-03-30", "2007-04-02", "2007-04-03", "2007-04-04", "2007-04-05", "2007-04-09", "2007-04-10", "2007-04-11", "2007-04-12", "2007-04-13", "2007-04-16", "2007-04-17", "2007-04-18", "2007-04-19", "2007-04-20", "2007-04-23", "2007-04-24", "2007-04-25", "2007-04-26", "2007-04-27", "2007-04-30", "2007-05-01", "2007-05-02", "2007-05-03", "2007-05-04", "2007-05-07", "2007-05-08", "2007-05-09", "2007-05-10", "2007-05-11", "2007-05-14", "2007-05-15", "2007-05-16", "2007-05-17", "2007-05-18", "2007-05-21", "2007-05-22", "2007-05-23", "2007-05-24", "2007-05-25", "2007-05-29", "2007-05-30", "2007-05-31", "2007-06-01", "2007-06-04", "2007-06-05", "2007-06-06", "2007-06-07", "2007-06-08", "2007-06-11", "2007-06-12", "2007-06-13", "2007-06-14", "2007-06-15", "2007-06-18", "2007-06-19", "2007-06-20", "2007-06-21", "2007-06-22", "2007-06-25", "2007-06-26", "2007-06-27", "2007-06-28", "2007-06-29", "2007-07-02", "2007-07-03", "2007-07-05", "2007-07-06", "2007-07-09", "2007-07-10", "2007-07-11", "2007-07-12", "2007-07-13", "2007-07-16", "2007-07-17", "2007-07-18", "2007-07-19", "2007-07-20", "2007-07-23", "2007-07-24", "2007-07-25", "2007-07-26", "2007-07-27", "2007-07-30", "2007-07-31", "2007-08-01", "2007-08-02", "2007-08-03", "2007-08-06", "2007-08-07", "2007-08-08", "2007-08-09", "2007-08-10", "2007-08-13", "2007-08-14", "2007-08-15", "2007-08-16", "2007-08-17", "2007-08-20", "2007-08-21", "2007-08-22", "2007-08-23", "2007-08-24", "2007-08-27", "2007-08-28", "2007-08-29", "2007-08-30", "2007-08-31", "2007-09-04", "2007-09-05", "2007-09-06", "2007-09-07", "2007-09-10", "2007-09-11", "2007-09-12", "2007-09-13", "2007-09-14", "2007-09-17", "2007-09-18", "2007-09-19", "2007-09-20", "2007-09-21", "2007-09-24", "2007-09-25", "2007-09-26", "2007-09-27", "2007-09-28", "2007-10-01", "2007-10-02", "2007-10-03", "2007-10-04", "2007-10-05", "2007-10-08", "2007-10-09", "2007-10-10", "2007-10-11", "2007-10-12", "2007-10-15", "2007-10-16", "2007-10-17", "2007-10-18", "2007-10-19", "2007-10-22", "2007-10-23", "2007-10-24", "2007-10-25", "2007-10-26", "2007-10-29", "2007-10-30", "2007-10-31", "2007-11-01", "2007-11-02", "2007-11-05", "2007-11-06", "2007-11-07", "2007-11-08", "2007-11-09", "2007-11-12", "2007-11-13", "2007-11-14", "2007-11-15", "2007-11-16", "2007-11-19", "2007-11-20", "2007-11-21", "2007-11-23", "2007-11-26", "2007-11-27", "2007-11-28", "2007-11-29", "2007-11-30", "2007-12-03", "2007-12-04", "2007-12-05", "2007-12-06", "2007-12-07", "2007-12-10", "2007-12-11", "2007-12-12", "2007-12-13", "2007-12-14", "2007-12-17", "2007-12-18", "2007-12-19", "2007-12-20", "2007-12-21", "2007-12-24", "2007-12-26", "2007-12-27", "2007-12-28", "2007-12-31", "2008-01-02", "2008-01-03", "2008-01-04", "2008-01-07", "2008-01-08", "2008-01-09", "2008-01-10", "2008-01-11", "2008-01-14", "2008-01-15", "2008-01-16", "2008-01-17", "2008-01-18", "2008-01-22", "2008-01-23", "2008-01-24", "2008-01-25", "2008-01-28", "2008-01-29", "2008-01-30", "2008-01-31", "2008-02-01", "2008-02-04", "2008-02-05", "2008-02-06", "2008-02-07", "2008-02-08", "2008-02-11", "2008-02-12", "2008-02-13", "2008-02-14", "2008-02-15", "2008-02-19", "2008-02-20", "2008-02-21", "2008-02-22", "2008-02-25", "2008-02-26", "2008-02-27", "2008-02-28", "2008-02-29", "2008-03-03", "2008-03-04", "2008-03-05", "2008-03-06", "2008-03-07", "2008-03-10", "2008-03-11", "2008-03-12", "2008-03-13", "2008-03-14", "2008-03-17", "2008-03-18", "2008-03-19", "2008-03-20", "2008-03-24", "2008-03-25", "2008-03-26", "2008-03-27", "2008-03-28", "2008-03-31", "2008-04-01", "2008-04-02", "2008-04-03", "2008-04-04", "2008-04-07", "2008-04-08", "2008-04-09", "2008-04-10", "2008-04-11", "2008-04-14", "2008-04-15", "2008-04-16", "2008-04-17", "2008-04-18", "2008-04-21", "2008-04-22", "2008-04-23", "2008-04-24", "2008-04-25", "2008-04-28", "2008-04-29", "2008-04-30", "2008-05-01", "2008-05-02", "2008-05-05", "2008-05-06", "2008-05-07", "2008-05-08", "2008-05-09", "2008-05-12", "2008-05-13", "2008-05-14", "2008-05-15", "2008-05-16", "2008-05-19", "2008-05-20", "2008-05-21", "2008-05-22", "2008-05-23", "2008-05-27", "2008-05-28", "2008-05-29", "2008-05-30", "2008-06-02", "2008-06-03", "2008-06-04", "2008-06-05", "2008-06-06", "2008-06-09", "2008-06-10", "2008-06-11", "2008-06-12", "2008-06-13", "2008-06-16", "2008-06-17", "2008-06-18", "2008-06-19", "2008-06-20", "2008-06-23", "2008-06-24", "2008-06-25", "2008-06-26", "2008-06-27", "2008-06-30", "2008-07-01", "2008-07-02", "2008-07-03", "2008-07-07", "2008-07-08", "2008-07-09", "2008-07-10", "2008-07-11", "2008-07-14", "2008-07-15", "2008-07-16", "2008-07-17", "2008-07-18", "2008-07-21", "2008-07-22", "2008-07-23", "2008-07-24", "2008-07-25", "2008-07-28", "2008-07-29", "2008-07-30", "2008-07-31", "2008-08-01", "2008-08-04", "2008-08-05", "2008-08-06", "2008-08-07", "2008-08-08", "2008-08-11", "2008-08-12", "2008-08-13", "2008-08-14", "2008-08-15", "2008-08-18", "2008-08-19", "2008-08-20", "2008-08-21", "2008-08-22", "2008-08-25", "2008-08-26", "2008-08-27", "2008-08-28", "2008-08-29", "2008-09-02", "2008-09-03", "2008-09-04", "2008-09-05", "2008-09-08", "2008-09-09", "2008-09-10", "2008-09-11", "2008-09-12", "2008-09-15", "2008-09-16", "2008-09-17", "2008-09-18", "2008-09-19", "2008-09-22", "2008-09-23", "2008-09-24", "2008-09-25", "2008-09-26", "2008-09-29", "2008-09-30", "2008-10-01", "2008-10-02", "2008-10-03", "2008-10-06", "2008-10-07", "2008-10-08", "2008-10-09", "2008-10-10", "2008-10-13", "2008-10-14", "2008-10-15", "2008-10-16", "2008-10-17", "2008-10-20", "2008-10-21", "2008-10-22", "2008-10-23", "2008-10-24", "2008-10-27", "2008-10-28", "2008-10-29", "2008-10-30", "2008-10-31", "2008-11-03", "2008-11-04", "2008-11-05", "2008-11-06", "2008-11-07", "2008-11-10", "2008-11-11", "2008-11-12", "2008-11-13", "2008-11-14", "2008-11-17", "2008-11-18", "2008-11-19", "2008-11-20", "2008-11-21", "2008-11-24", "2008-11-25", "2008-11-26", "2008-11-28", "2008-12-01", "2008-12-02", "2008-12-03", "2008-12-04", "2008-12-05", "2008-12-08", "2008-12-09", "2008-12-10", "2008-12-11", "2008-12-12", "2008-12-15", "2008-12-16", "2008-12-17", "2008-12-18", "2008-12-19", "2008-12-22", "2008-12-23", "2008-12-24", "2008-12-26", "2008-12-29", "2008-12-30", "2008-12-31", "2009-01-02", "2009-01-05", "2009-01-06", "2009-01-07", "2009-01-08", "2009-01-09", "2009-01-12", "2009-01-13", "2009-01-14", "2009-01-15", "2009-01-16", "2009-01-20", "2009-01-21", "2009-01-22", "2009-01-23", "2009-01-26", "2009-01-27", "2009-01-28", "2009-01-29", "2009-01-30", "2009-02-02", "2009-02-03", "2009-02-04", "2009-02-05", "2009-02-06", "2009-02-09", "2009-02-10", "2009-02-11", "2009-02-12", "2009-02-13", "2009-02-17", "2009-02-18", "2009-02-19", "2009-02-20", "2009-02-23", "2009-02-24", "2009-02-25", "2009-02-26", "2009-02-27", "2009-03-02", "2009-03-03", "2009-03-04", "2009-03-05", "2009-03-06", "2009-03-09", "2009-03-10", "2009-03-11", "2009-03-12", "2009-03-13", "2009-03-16", "2009-03-17", "2009-03-18", "2009-03-19", "2009-03-20", "2009-03-23", "2009-03-24", "2009-03-25", "2009-03-26", "2009-03-27", "2009-03-30", "2009-03-31", "2009-04-01", "2009-04-02", "2009-04-03", "2009-04-06", "2009-04-07", "2009-04-08", "2009-04-09", "2009-04-13", "2009-04-14", "2009-04-15", "2009-04-16", "2009-04-17", "2009-04-20", "2009-04-21", "2009-04-22", "2009-04-23", "2009-04-24", "2009-04-27", "2009-04-28", "2009-04-29", "2009-04-30", "2009-05-01", "2009-05-04", "2009-05-05", "2009-05-06", "2009-05-07", "2009-05-08", "2009-05-11", "2009-05-12", "2009-05-13", "2009-05-14", "2009-05-15", "2009-05-18", "2009-05-19", "2009-05-20", "2009-05-21", "2009-05-22", "2009-05-26", "2009-05-27", "2009-05-28", "2009-05-29", "2009-06-01", "2009-06-02", "2009-06-03", "2009-06-04", "2009-06-05", "2009-06-08", "2009-06-09", "2009-06-10", "2009-06-11", "2009-06-12", "2009-06-15", "2009-06-16", "2009-06-17", "2009-06-18", "2009-06-19", "2009-06-22", "2009-06-23", "2009-06-24", "2009-06-25", "2009-06-26", "2009-06-29", "2009-06-30", "2009-07-01", "2009-07-02", "2009-07-06", "2009-07-07", "2009-07-08", "2009-07-09", "2009-07-10", "2009-07-13", "2009-07-14", "2009-07-15", "2009-07-16", "2009-07-17", "2009-07-20", "2009-07-21", "2009-07-22", "2009-07-23", "2009-07-24", "2009-07-27", "2009-07-28", "2009-07-29", "2009-07-30", "2009-07-31", "2009-08-03", "2009-08-04", "2009-08-05", "2009-08-06", "2009-08-07", "2009-08-10", "2009-08-11", "2009-08-12", "2009-08-13", "2009-08-14", "2009-08-17", "2009-08-18", "2009-08-19", "2009-08-20", "2009-08-21", "2009-08-24", "2009-08-25", "2009-08-26", "2009-08-27", "2009-08-28", "2009-08-31", "2009-09-01", "2009-09-02", "2009-09-03", "2009-09-04", "2009-09-08", "2009-09-09", "2009-09-10", "2009-09-11", "2009-09-14", "2009-09-15", "2009-09-16", "2009-09-17", "2009-09-18", "2009-09-21", "2009-09-22", "2009-09-23", "2009-09-24", "2009-09-25", "2009-09-28", "2009-09-29", "2009-09-30", "2009-10-01", "2009-10-02", "2009-10-05", "2009-10-06", "2009-10-07", "2009-10-08", "2009-10-09", "2009-10-12", "2009-10-13", "2009-10-14", "2009-10-15", "2009-10-16", "2009-10-19", "2009-10-20", "2009-10-21", "2009-10-22", "2009-10-23", "2009-10-26", "2009-10-27", "2009-10-28", "2009-10-29", "2009-10-30", "2009-11-02", "2009-11-03", "2009-11-04", "2009-11-05", "2009-11-06", "2009-11-09", "2009-11-10", "2009-11-11", "2009-11-12", "2009-11-13", "2009-11-16", "2009-11-17", "2009-11-18", "2009-11-19", "2009-11-20", "2009-11-23", "2009-11-24", "2009-11-25", "2009-11-27", "2009-11-30", "2009-12-01", "2009-12-02", "2009-12-03", "2009-12-04", "2009-12-07", "2009-12-08", "2009-12-09", "2009-12-10", "2009-12-11", "2009-12-14", "2009-12-15", "2009-12-16", "2009-12-17", "2009-12-18", "2009-12-21", "2009-12-22", "2009-12-23", "2009-12-24", "2009-12-28", "2009-12-29", "2009-12-30", "2009-12-31", "2010-01-04", "2010-01-05", "2010-01-06", "2010-01-07", "2010-01-08", "2010-01-11", "2010-01-12", "2010-01-13", "2010-01-14", "2010-01-15", "2010-01-19", "2010-01-20", "2010-01-21", "2010-01-22", "2010-01-25", "2010-01-26", "2010-01-27", "2010-01-28", "2010-01-29", "2010-02-01", "2010-02-02", "2010-02-03", "2010-02-04", "2010-02-05", "2010-02-08", "2010-02-09", "2010-02-10", "2010-02-11", "2010-02-12", "2010-02-16", "2010-02-17", "2010-02-18", "2010-02-19", "2010-02-22", "2010-02-23", "2010-02-24", "2010-02-25", "2010-02-26", "2010-03-01", "2010-03-02", "2010-03-03", "2010-03-04", "2010-03-05", "2010-03-08", "2010-03-09", "2010-03-10", "2010-03-11", "2010-03-12", "2010-03-15", "2010-03-16", "2010-03-17", "2010-03-18", "2010-03-19", "2010-03-22", "2010-03-23", "2010-03-24", "2010-03-25", "2010-03-26", "2010-03-29", "2010-03-30", "2010-03-31", "2010-04-01", "2010-04-05", "2010-04-06", "2010-04-07", "2010-04-08", "2010-04-09", "2010-04-12", "2010-04-13", "2010-04-14", "2010-04-15", "2010-04-16", "2010-04-19", "2010-04-20", "2010-04-21", "2010-04-22", "2010-04-23", "2010-04-26", "2010-04-27", "2010-04-28", "2010-04-29", "2010-04-30", "2010-05-03", "2010-05-04", "2010-05-05", "2010-05-06", "2010-05-07", "2010-05-10", "2010-05-11", "2010-05-12", "2010-05-13", "2010-05-14", "2010-05-17", "2010-05-18", "2010-05-19", "2010-05-20", "2010-05-21", "2010-05-24", "2010-05-25", "2010-05-26", "2010-05-27", "2010-05-28", "2010-06-01", "2010-06-02", "2010-06-03", "2010-06-04", "2010-06-07", "2010-06-08", "2010-06-09", "2010-06-10", "2010-06-11", "2010-06-14", "2010-06-15", "2010-06-16", "2010-06-17", "2010-06-18", "2010-06-21", "2010-06-22", "2010-06-23", "2010-06-24", "2010-06-25", "2010-06-28", "2010-06-29", "2010-06-30", "2010-07-01", "2010-07-02", "2010-07-06", "2010-07-07", "2010-07-08", "2010-07-09", "2010-07-12", "2010-07-13", "2010-07-14", "2010-07-15", "2010-07-16", "2010-07-19", "2010-07-20", "2010-07-21", "2010-07-22", "2010-07-23", "2010-07-26", "2010-07-27", "2010-07-28", "2010-07-29", "2010-07-30", "2010-08-02", "2010-08-03", "2010-08-04", "2010-08-05", "2010-08-06", "2010-08-09", "2010-08-10", "2010-08-11", "2010-08-12", "2010-08-13", "2010-08-16", "2010-08-17", "2010-08-18", "2010-08-19", "2010-08-20", "2010-08-23", "2010-08-24", "2010-08-25", "2010-08-26", "2010-08-27", "2010-08-30", "2010-08-31", "2010-09-01", "2010-09-02", "2010-09-03", "2010-09-07", "2010-09-08", "2010-09-09", "2010-09-10", "2010-09-13", "2010-09-14", "2010-09-15", "2010-09-16", "2010-09-17", "2010-09-20", "2010-09-21", "2010-09-22", "2010-09-23", "2010-09-24", "2010-09-27", "2010-09-28", "2010-09-29", "2010-09-30", "2010-10-01", "2010-10-04", "2010-10-05", "2010-10-06", "2010-10-07", "2010-10-08", "2010-10-11", "2010-10-12", "2010-10-13", "2010-10-14", "2010-10-15", "2010-10-18", "2010-10-19", "2010-10-20", "2010-10-21", "2010-10-22", "2010-10-25", "2010-10-26", "2010-10-27", "2010-10-28", "2010-10-29", "2010-11-01", "2010-11-02", "2010-11-03", "2010-11-04", "2010-11-05", "2010-11-08", "2010-11-09", "2010-11-10", "2010-11-11", "2010-11-12", "2010-11-15", "2010-11-16", "2010-11-17", "2010-11-18", "2010-11-19", "2010-11-22", "2010-11-23", "2010-11-24", "2010-11-26", "2010-11-29", "2010-11-30", "2010-12-01", "2010-12-02", "2010-12-03", "2010-12-06", "2010-12-07", "2010-12-08", "2010-12-09", "2010-12-10", "2010-12-13", "2010-12-14", "2010-12-15", "2010-12-16", "2010-12-17", "2010-12-20", "2010-12-21", "2010-12-22", "2010-12-23", "2010-12-27", "2010-12-28", "2010-12-29", "2010-12-30", "2010-12-31", "2011-01-03", "2011-01-04", "2011-01-05", "2011-01-06", "2011-01-07", "2011-01-10", "2011-01-11", "2011-01-12", "2011-01-13", "2011-01-14", "2011-01-18", "2011-01-19", "2011-01-20", "2011-01-21", "2011-01-24", "2011-01-25", "2011-01-26", "2011-01-27", "2011-01-28", "2011-01-31", "2011-02-01", "2011-02-02", "2011-02-03", "2011-02-04", "2011-02-07", "2011-02-08", "2011-02-09", "2011-02-10", "2011-02-11", "2011-02-14", "2011-02-15", "2011-02-16", "2011-02-17", "2011-02-18", "2011-02-22", "2011-02-23", "2011-02-24", "2011-02-25", "2011-02-28", "2011-03-01", "2011-03-02", "2011-03-03", "2011-03-04", "2011-03-07", "2011-03-08", "2011-03-09", "2011-03-10", "2011-03-11", "2011-03-14", "2011-03-15", "2011-03-16", "2011-03-17", "2011-03-18", "2011-03-21", "2011-03-22", "2011-03-23", "2011-03-24", "2011-03-25", "2011-03-28", "2011-03-29", "2011-03-30", "2011-03-31", "2011-04-01", "2011-04-04", "2011-04-05", "2011-04-06", "2011-04-07", "2011-04-08", "2011-04-11", "2011-04-12", "2011-04-13", "2011-04-14", "2011-04-15", "2011-04-18", "2011-04-19", "2011-04-20", "2011-04-21", "2011-04-25", "2011-04-26", "2011-04-27", "2011-04-28", "2011-04-29", "2011-05-02", "2011-05-03", "2011-05-04", "2011-05-05", "2011-05-06", "2011-05-09", "2011-05-10", "2011-05-11", "2011-05-12", "2011-05-13", "2011-05-16", "2011-05-17", "2011-05-18", "2011-05-19", "2011-05-20", "2011-05-23", "2011-05-24", "2011-05-25", "2011-05-26", "2011-05-27", "2011-05-31", "2011-06-01", "2011-06-02", "2011-06-03", "2011-06-06", "2011-06-07", "2011-06-08", "2011-06-09", "2011-06-10", "2011-06-13", "2011-06-14", "2011-06-15", "2011-06-16", "2011-06-17", "2011-06-20", "2011-06-21", "2011-06-22", "2011-06-23", "2011-06-24", "2011-06-27", "2011-06-28", "2011-06-29", "2011-06-30", "2011-07-01", "2011-07-05", "2011-07-06", "2011-07-07", "2011-07-08", "2011-07-11", "2011-07-12", "2011-07-13", "2011-07-14", "2011-07-15", "2011-07-18", "2011-07-19", "2011-07-20", "2011-07-21", "2011-07-22", "2011-07-25", "2011-07-26", "2011-07-27", "2011-07-28", "2011-07-29", "2011-08-01", "2011-08-02", "2011-08-03", "2011-08-04", "2011-08-05", "2011-08-08", "2011-08-09", "2011-08-10", "2011-08-11", "2011-08-12", "2011-08-15", "2011-08-16", "2011-08-17", "2011-08-18", "2011-08-19", "2011-08-22", "2011-08-23", "2011-08-24", "2011-08-25", "2011-08-26", "2011-08-29", "2011-08-30", "2011-08-31", "2011-09-01", "2011-09-02", "2011-09-06", "2011-09-07", "2011-09-08", "2011-09-09", "2011-09-12", "2011-09-13", "2011-09-14", "2011-09-15", "2011-09-16", "2011-09-19", "2011-09-20", "2011-09-21", "2011-09-22", "2011-09-23", "2011-09-26", "2011-09-27", "2011-09-28", "2011-09-29", "2011-09-30", "2011-10-03", "2011-10-04", "2011-10-05", "2011-10-06", "2011-10-07", "2011-10-10", "2011-10-11", "2011-10-12", "2011-10-13", "2011-10-14", "2011-10-17", "2011-10-18", "2011-10-19", "2011-10-20", "2011-10-21", "2011-10-24", "2011-10-25", "2011-10-26", "2011-10-27", "2011-10-28", "2011-10-31", "2011-11-01", "2011-11-02", "2011-11-03", "2011-11-04", "2011-11-07", "2011-11-08", "2011-11-09", "2011-11-10", "2011-11-11", "2011-11-14", "2011-11-15", "2011-11-16", "2011-11-17", "2011-11-18", "2011-11-21", "2011-11-22", "2011-11-23", "2011-11-25", "2011-11-28", "2011-11-29", "2011-11-30", "2011-12-01", "2011-12-02", "2011-12-05", "2011-12-06", "2011-12-07", "2011-12-08", "2011-12-09", "2011-12-12", "2011-12-13", "2011-12-14", "2011-12-15", "2011-12-16", "2011-12-19", "2011-12-20", "2011-12-21", "2011-12-22", "2011-12-23", "2011-12-27", "2011-12-28", "2011-12-29", "2011-12-30", "2012-01-03", "2012-01-04", "2012-01-05", "2012-01-06", "2012-01-09", "2012-01-10", "2012-01-11", "2012-01-12", "2012-01-13", "2012-01-17", "2012-01-18", "2012-01-19", "2012-01-20", "2012-01-23", "2012-01-24", "2012-01-25", "2012-01-26", "2012-01-27", "2012-01-30", "2012-01-31", "2012-02-01", "2012-02-02", "2012-02-03", "2012-02-06", "2012-02-07", "2012-02-08", "2012-02-09", "2012-02-10", "2012-02-13", "2012-02-14", "2012-02-15", "2012-02-16", "2012-02-17", "2012-02-21", "2012-02-22", "2012-02-23", "2012-02-24", "2012-02-27", "2012-02-28", "2012-02-29", "2012-03-01", "2012-03-02", "2012-03-05", "2012-03-06", "2012-03-07", "2012-03-08", "2012-03-09", "2012-03-12", "2012-03-13", "2012-03-14", "2012-03-15", "2012-03-16", "2012-03-19", "2012-03-20", "2012-03-21", "2012-03-22", "2012-03-23", "2012-03-26", "2012-03-27", "2012-03-28", "2012-03-29", "2012-03-30", "2012-04-02", "2012-04-03", "2012-04-04", "2012-04-05", "2012-04-09", "2012-04-10", "2012-04-11", "2012-04-12", "2012-04-13", "2012-04-16", "2012-04-17", "2012-04-18", "2012-04-19", "2012-04-20", "2012-04-23", "2012-04-24", "2012-04-25", "2012-04-26", "2012-04-27", "2012-04-30", "2012-05-01", "2012-05-02", "2012-05-03", "2012-05-04", "2012-05-07", "2012-05-08", "2012-05-09", "2012-05-10", "2012-05-11", "2012-05-14", "2012-05-15", "2012-05-16", "2012-05-17", "2012-05-18", "2012-05-21", "2012-05-22", "2012-05-23", "2012-05-24", "2012-05-25", "2012-05-29", "2012-05-30", "2012-05-31", "2012-06-01", "2012-06-04", "2012-06-05", "2012-06-06", "2012-06-07", "2012-06-08", "2012-06-11", "2012-06-12", "2012-06-13", "2012-06-14", "2012-06-15", "2012-06-18", "2012-06-19", "2012-06-20", "2012-06-21", "2012-06-22", "2012-06-25", "2012-06-26", "2012-06-27", "2012-06-28", "2012-06-29", "2012-07-02", "2012-07-03", "2012-07-05", "2012-07-06", "2012-07-09", "2012-07-10", "2012-07-11", "2012-07-12", "2012-07-13", "2012-07-16", "2012-07-17", "2012-07-18", "2012-07-19", "2012-07-20", "2012-07-23", "2012-07-24", "2012-07-25", "2012-07-26", "2012-07-27", "2012-07-30", "2012-07-31", "2012-08-01", "2012-08-02", "2012-08-03", "2012-08-06", "2012-08-07", "2012-08-08", "2012-08-09", "2012-08-10", "2012-08-13", "2012-08-14", "2012-08-15", "2012-08-16", "2012-08-17", "2012-08-20", "2012-08-21", "2012-08-22", "2012-08-23", "2012-08-24", "2012-08-27", "2012-08-28", "2012-08-29", "2012-08-30", "2012-08-31", "2012-09-04", "2012-09-05", "2012-09-06", "2012-09-07", "2012-09-10", "2012-09-11", "2012-09-12", "2012-09-13", "2012-09-14", "2012-09-17", "2012-09-18", "2012-09-19", "2012-09-20", "2012-09-21", "2012-09-24", "2012-09-25", "2012-09-26", "2012-09-27", "2012-09-28", "2012-10-01", "2012-10-02", "2012-10-03", "2012-10-04", "2012-10-05", "2012-10-08", "2012-10-09", "2012-10-10", "2012-10-11", "2012-10-12", "2012-10-15", "2012-10-16", "2012-10-17", "2012-10-18", "2012-10-19", "2012-10-22", "2012-10-23", "2012-10-24", "2012-10-25", "2012-10-26", "2012-10-31", "2012-11-01", "2012-11-02", "2012-11-05", "2012-11-06", "2012-11-07", "2012-11-08", "2012-11-09", "2012-11-12", "2012-11-13", "2012-11-14", "2012-11-15", "2012-11-16", "2012-11-19", "2012-11-20", "2012-11-21", "2012-11-23", "2012-11-26", "2012-11-27", "2012-11-28", "2012-11-29", "2012-11-30", "2012-12-03", "2012-12-04", "2012-12-05", "2012-12-06", "2012-12-07", "2012-12-10", "2012-12-11", "2012-12-12", "2012-12-13", "2012-12-14", "2012-12-17", "2012-12-18", "2012-12-19", "2012-12-20", "2012-12-21", "2012-12-24", "2012-12-26", "2012-12-27", "2012-12-28", "2012-12-31", "2013-01-02", "2013-01-03", "2013-01-04", "2013-01-07", "2013-01-08", "2013-01-09", "2013-01-10", "2013-01-11", "2013-01-14", "2013-01-15", "2013-01-16", "2013-01-17", "2013-01-18", "2013-01-22", "2013-01-23", "2013-01-24", "2013-01-25", "2013-01-28", "2013-01-29", "2013-01-30", "2013-01-31", "2013-02-01", "2013-02-04", "2013-02-05", "2013-02-06", "2013-02-07", "2013-02-08", "2013-02-11", "2013-02-12", "2013-02-13", "2013-02-14", "2013-02-15", "2013-02-19", "2013-02-20", "2013-02-21", "2013-02-22", "2013-02-25", "2013-02-26", "2013-02-27", "2013-02-28", "2013-03-01", "2013-03-04", "2013-03-05", "2013-03-06", "2013-03-07", "2013-03-08", "2013-03-11", "2013-03-12", "2013-03-13", "2013-03-14", "2013-03-15", "2013-03-18", "2013-03-19", "2013-03-20", "2013-03-21", "2013-03-22", "2013-03-25", "2013-03-26", "2013-03-27", "2013-03-28", "2013-04-01", "2013-04-02", "2013-04-03", "2013-04-04", "2013-04-05", "2013-04-08", "2013-04-09", "2013-04-10", "2013-04-11", "2013-04-12", "2013-04-15", "2013-04-16", "2013-04-17", "2013-04-18", "2013-04-19", "2013-04-22", "2013-04-23", "2013-04-24", "2013-04-25", "2013-04-26", "2013-04-29", "2013-04-30", "2013-05-01", "2013-05-02", "2013-05-03", "2013-05-06", "2013-05-07", "2013-05-08", "2013-05-09", "2013-05-10", "2013-05-13", "2013-05-14", "2013-05-15", "2013-05-16", "2013-05-17", "2013-05-20", "2013-05-21", "2013-05-22", "2013-05-23", "2013-05-24", "2013-05-28", "2013-05-29", "2013-05-30", "2013-05-31", "2013-06-03", "2013-06-04", "2013-06-05", "2013-06-06", "2013-06-07", "2013-06-10", "2013-06-11", "2013-06-12", "2013-06-13", "2013-06-14", "2013-06-17", "2013-06-18", "2013-06-19", "2013-06-20", "2013-06-21", "2013-06-24", "2013-06-25", "2013-06-26", "2013-06-27", "2013-06-28", "2013-07-01", "2013-07-02", "2013-07-03", "2013-07-05", "2013-07-08", "2013-07-09", "2013-07-10", "2013-07-11", "2013-07-12", "2013-07-15", "2013-07-16", "2013-07-17", "2013-07-18", "2013-07-19", "2013-07-22", "2013-07-23", "2013-07-24", "2013-07-25", "2013-07-26", "2013-07-29", "2013-07-30", "2013-07-31", "2013-08-01", "2013-08-02", "2013-08-05", "2013-08-06", "2013-08-07", "2013-08-08", "2013-08-09", "2013-08-12", "2013-08-13", "2013-08-14", "2013-08-15", "2013-08-16", "2013-08-19", "2013-08-20", "2013-08-21", "2013-08-22", "2013-08-23", "2013-08-26", "2013-08-27", "2013-08-28", "2013-08-29", "2013-08-30", "2013-09-03", "2013-09-04", "2013-09-05", "2013-09-06", "2013-09-09", "2013-09-10", "2013-09-11", "2013-09-12", "2013-09-13", "2013-09-16", "2013-09-17", "2013-09-18", "2013-09-19", "2013-09-20", "2013-09-23", "2013-09-24", "2013-09-25", "2013-09-26", "2013-09-27", "2013-09-30", "2013-10-01", "2013-10-02", "2013-10-03", "2013-10-04", "2013-10-07", "2013-10-08", "2013-10-09", "2013-10-10", "2013-10-11", "2013-10-14", "2013-10-15", "2013-10-16", "2013-10-17", "2013-10-18", "2013-10-21", "2013-10-22", "2013-10-23", "2013-10-24", "2013-10-25", "2013-10-28", "2013-10-29", "2013-10-30", "2013-10-31", "2013-11-01", "2013-11-04", "2013-11-05", "2013-11-06", "2013-11-07", "2013-11-08", "2013-11-11", "2013-11-12", "2013-11-13", "2013-11-14", "2013-11-15", "2013-11-18", "2013-11-19", "2013-11-20", "2013-11-21", "2013-11-22", "2013-11-25", "2013-11-26", "2013-11-27", "2013-11-29", "2013-12-02", "2013-12-03", "2013-12-04", "2013-12-05", "2013-12-06", "2013-12-09", "2013-12-10", "2013-12-11", "2013-12-12", "2013-12-13", "2013-12-16", "2013-12-17", "2013-12-18", "2013-12-19", "2013-12-20", "2013-12-23", "2013-12-24", "2013-12-26", "2013-12-27", "2013-12-30", "2013-12-31", "2014-01-02", "2014-01-03", "2014-01-06", "2014-01-07", "2014-01-08", "2014-01-09", "2014-01-10", "2014-01-13", "2014-01-14", "2014-01-15", "2014-01-16", "2014-01-17", "2014-01-21", "2014-01-22", "2014-01-23", "2014-01-24", "2014-01-27", "2014-01-28", "2014-01-29", "2014-01-30", "2014-01-31", "2014-02-03", "2014-02-04", "2014-02-05", "2014-02-06", "2014-02-07", "2014-02-10", "2014-02-11", "2014-02-12", "2014-02-13", "2014-02-14", "2014-02-18", "2014-02-19", "2014-02-20", "2014-02-21", "2014-02-24", "2014-02-25", "2014-02-26", "2014-02-27", "2014-02-28", "2014-03-03", "2014-03-04", "2014-03-05", "2014-03-06", "2014-03-07", "2014-03-10", "2014-03-11", "2014-03-12", "2014-03-13", "2014-03-14", "2014-03-17", "2014-03-18", "2014-03-19", "2014-03-20", "2014-03-21", "2014-03-24", "2014-03-25", "2014-03-26", "2014-03-27", "2014-03-28", "2014-03-31", "2014-04-01", "2014-04-02", "2014-04-03", "2014-04-04", "2014-04-07", "2014-04-08", "2014-04-09", "2014-04-10", "2014-04-11", "2014-04-14", "2014-04-15", "2014-04-16", "2014-04-17", "2014-04-21", "2014-04-22", "2014-04-23", "2014-04-24", "2014-04-25", "2014-04-28", "2014-04-29", "2014-04-30", "2014-05-01", "2014-05-02", "2014-05-05", "2014-05-06", "2014-05-07", "2014-05-08", "2014-05-09", "2014-05-12", "2014-05-13", "2014-05-14", "2014-05-15", "2014-05-16", "2014-05-19", "2014-05-20", "2014-05-21", "2014-05-22", "2014-05-23", "2014-05-27", "2014-05-28", "2014-05-29", "2014-05-30", "2014-06-02", "2014-06-03", "2014-06-04", "2014-06-05", "2014-06-06", "2014-06-09", "2014-06-10", "2014-06-11", "2014-06-12", "2014-06-13", "2014-06-16", "2014-06-17", "2014-06-18", "2014-06-19", "2014-06-20", "2014-06-23", "2014-06-24", "2014-06-25", "2014-06-26", "2014-06-27", "2014-06-30", "2014-07-01", "2014-07-02", "2014-07-03", "2014-07-07", "2014-07-08", "2014-07-09", "2014-07-10", "2014-07-11", "2014-07-14", "2014-07-15", "2014-07-16", "2014-07-17", "2014-07-18", "2014-07-21", "2014-07-22", "2014-07-23", "2014-07-24", "2014-07-25", "2014-07-28", "2014-07-29", "2014-07-30", "2014-07-31", "2014-08-01", "2014-08-04", "2014-08-05", "2014-08-06", "2014-08-07", "2014-08-08", "2014-08-11", "2014-08-12", "2014-08-13", "2014-08-14", "2014-08-15", "2014-08-18", "2014-08-19", "2014-08-20", "2014-08-21", "2014-08-22", "2014-08-25", "2014-08-26", "2014-08-27", "2014-08-28", "2014-08-29", "2014-09-02", "2014-09-03", "2014-09-04", "2014-09-05", "2014-09-08", "2014-09-09", "2014-09-10", "2014-09-11", "2014-09-12", "2014-09-15", "2014-09-16", "2014-09-17", "2014-09-18", "2014-09-19", "2014-09-22", "2014-09-23", "2014-09-24", "2014-09-25", "2014-09-26", "2014-09-29", "2014-09-30", "2014-10-01", "2014-10-02", "2014-10-03", "2014-10-06", "2014-10-07", "2014-10-08", "2014-10-09", "2014-10-10", "2014-10-13", "2014-10-14", "2014-10-15", "2014-10-16", "2014-10-17", "2014-10-20", "2014-10-21", "2014-10-22", "2014-10-23", "2014-10-24", "2014-10-27", "2014-10-28", "2014-10-29", "2014-10-30", "2014-10-31", "2014-11-03", "2014-11-04", "2014-11-05", "2014-11-06", "2014-11-07", "2014-11-10", "2014-11-11", "2014-11-12", "2014-11-13", "2014-11-14", "2014-11-17", "2014-11-18", "2014-11-19", "2014-11-20", "2014-11-21", "2014-11-24", "2014-11-25", "2014-11-26", "2014-11-28", "2014-12-01", "2014-12-02", "2014-12-03", "2014-12-04", "2014-12-05", "2014-12-08", "2014-12-09", "2014-12-10", "2014-12-11", "2014-12-12", "2014-12-15", "2014-12-16", "2014-12-17", "2014-12-18", "2014-12-19", "2014-12-22", "2014-12-23", "2014-12-24", "2014-12-26", "2014-12-29", "2014-12-30", "2014-12-31", "2015-01-02", "2015-01-05", "2015-01-06", "2015-01-07", "2015-01-08", "2015-01-09", "2015-01-12", "2015-01-13", "2015-01-14", "2015-01-15", "2015-01-16", "2015-01-20", "2015-01-21", "2015-01-22", "2015-01-23", "2015-01-26", "2015-01-27", "2015-01-28", "2015-01-29", "2015-01-30", "2015-02-02", "2015-02-03", "2015-02-04", "2015-02-05", "2015-02-06", "2015-02-09", "2015-02-10", "2015-02-11", "2015-02-12", "2015-02-13", "2015-02-17", "2015-02-18", "2015-02-19", "2015-02-20", "2015-02-23", "2015-02-24", "2015-02-25", "2015-02-26", "2015-02-27", "2015-03-02", "2015-03-03", "2015-03-04", "2015-03-05", "2015-03-06", "2015-03-09", "2015-03-10", "2015-03-11", "2015-03-12", "2015-03-13", "2015-03-16", "2015-03-17", "2015-03-18", "2015-03-19", "2015-03-20", "2015-03-23", "2015-03-24", "2015-03-25", "2015-03-26", "2015-03-27", "2015-03-30", "2015-03-31", "2015-04-01", "2015-04-02", "2015-04-06", "2015-04-07", "2015-04-08", "2015-04-09", "2015-04-10", "2015-04-13", "2015-04-14", "2015-04-15", "2015-04-16", "2015-04-17", "2015-04-20", "2015-04-21", "2015-04-22", "2015-04-23", "2015-04-24", "2015-04-27", "2015-04-28", "2015-04-29", "2015-04-30", "2015-05-01", "2015-05-04", "2015-05-05", "2015-05-06", "2015-05-07", "2015-05-08", "2015-05-11", "2015-05-12", "2015-05-13", "2015-05-14", "2015-05-15", "2015-05-18", "2015-05-19", "2015-05-20", "2015-05-21", "2015-05-22", "2015-05-26", "2015-05-27", "2015-05-28", "2015-05-29", "2015-06-01", "2015-06-02", "2015-06-03", "2015-06-04", "2015-06-05", "2015-06-08", "2015-06-09", "2015-06-10", "2015-06-11", "2015-06-12", "2015-06-15", "2015-06-16", "2015-06-17", "2015-06-18", "2015-06-19", "2015-06-22", "2015-06-23", "2015-06-24", "2015-06-25", "2015-06-26", "2015-06-29", "2015-06-30", "2015-07-01", "2015-07-02", "2015-07-06", "2015-07-07", "2015-07-08", "2015-07-09", "2015-07-10", "2015-07-13", "2015-07-14", "2015-07-15", "2015-07-16", "2015-07-17", "2015-07-20", "2015-07-21", "2015-07-22", "2015-07-23", "2015-07-24", "2015-07-27", "2015-07-28", "2015-07-29", "2015-07-30", "2015-07-31", "2015-08-03", "2015-08-04", "2015-08-05", "2015-08-06", "2015-08-07", "2015-08-10", "2015-08-11", "2015-08-12", "2015-08-13", "2015-08-14", "2015-08-17", "2015-08-18", "2015-08-19", "2015-08-20", "2015-08-21", "2015-08-24", "2015-08-25", "2015-08-26", "2015-08-27", "2015-08-28", "2015-08-31", "2015-09-01", "2015-09-02", "2015-09-03", "2015-09-04", "2015-09-08", "2015-09-09", "2015-09-10", "2015-09-11", "2015-09-14", "2015-09-15", "2015-09-16", "2015-09-17", "2015-09-18", "2015-09-21", "2015-09-22", "2015-09-23", "2015-09-24", "2015-09-25", "2015-09-28", "2015-09-29", "2015-09-30", "2015-10-01", "2015-10-02", "2015-10-05", "2015-10-06", "2015-10-07", "2015-10-08", "2015-10-09", "2015-10-12", "2015-10-13", "2015-10-14", "2015-10-15", "2015-10-16", "2015-10-19", "2015-10-20", "2015-10-21", "2015-10-22", "2015-10-23", "2015-10-26", "2015-10-27", "2015-10-28", "2015-10-29", "2015-10-30", "2015-11-02", "2015-11-03", "2015-11-04", "2015-11-05", "2015-11-06", "2015-11-09", "2015-11-10", "2015-11-11", "2015-11-12", "2015-11-13", "2015-11-16", "2015-11-17", "2015-11-18", "2015-11-19", "2015-11-20", "2015-11-23", "2015-11-24", "2015-11-25", "2015-11-27", "2015-11-30", "2015-12-01", "2015-12-02", "2015-12-03", "2015-12-04", "2015-12-07", "2015-12-08", "2015-12-09", "2015-12-10", "2015-12-11", "2015-12-14", "2015-12-15", "2015-12-16", "2015-12-17", "2015-12-18", "2015-12-21", "2015-12-22", "2015-12-23", "2015-12-24", "2015-12-28", "2015-12-29", "2015-12-30", "2015-12-31", "2016-01-04", "2016-01-05", "2016-01-06", "2016-01-07", "2016-01-08", "2016-01-11", "2016-01-12", "2016-01-13", "2016-01-14", "2016-01-15", "2016-01-19", "2016-01-20", "2016-01-21", "2016-01-22", "2016-01-25", "2016-01-26", "2016-01-27", "2016-01-28", "2016-01-29", "2016-02-01", "2016-02-02", "2016-02-03", "2016-02-04", "2016-02-05", "2016-02-08", "2016-02-09", "2016-02-10", "2016-02-11", "2016-02-12", "2016-02-16", "2016-02-17", "2016-02-18", "2016-02-19", "2016-02-22", "2016-02-23", "2016-02-24", "2016-02-25", "2016-02-26", "2016-02-29", "2016-03-01", "2016-03-02", "2016-03-03", "2016-03-04", "2016-03-07", "2016-03-08", "2016-03-09", "2016-03-10", "2016-03-11", "2016-03-14", "2016-03-15", "2016-03-16", "2016-03-17", "2016-03-18", "2016-03-21", "2016-03-22", "2016-03-23", "2016-03-24", "2016-03-28", "2016-03-29", "2016-03-30", "2016-03-31", "2016-04-01", "2016-04-04", "2016-04-05", "2016-04-06", "2016-04-07", "2016-04-08", "2016-04-11", "2016-04-12", "2016-04-13", "2016-04-14", "2016-04-15", "2016-04-18", "2016-04-19", "2016-04-20", "2016-04-21", "2016-04-22", "2016-04-25", "2016-04-26", "2016-04-27", "2016-04-28", "2016-04-29", "2016-05-02", "2016-05-03", "2016-05-04", "2016-05-05", "2016-05-06", "2016-05-09", "2016-05-10", "2016-05-11", "2016-05-12", "2016-05-13", "2016-05-16", "2016-05-17", "2016-05-18", "2016-05-19", "2016-05-20", "2016-05-23", "2016-05-24", "2016-05-25", "2016-05-26", "2016-05-27", "2016-05-31", "2016-06-01", "2016-06-02", "2016-06-03", "2016-06-06", "2016-06-07", "2016-06-08", "2016-06-09", "2016-06-10", "2016-06-13", "2016-06-14", "2016-06-15", "2016-06-16", "2016-06-17", "2016-06-20", "2016-06-21", "2016-06-22", "2016-06-23", "2016-06-24", "2016-06-27", "2016-06-28", "2016-06-29", "2016-06-30", "2016-07-01", "2016-07-05", "2016-07-06", "2016-07-07", "2016-07-08", "2016-07-11", "2016-07-12", "2016-07-13", "2016-07-14", "2016-07-15", "2016-07-18", "2016-07-19", "2016-07-20", "2016-07-21", "2016-07-22", "2016-07-25", "2016-07-26", "2016-07-27", "2016-07-28", "2016-07-29", "2016-08-01", "2016-08-02", "2016-08-03", "2016-08-04", "2016-08-05", "2016-08-08", "2016-08-09", "2016-08-10", "2016-08-11", "2016-08-12", "2016-08-15", "2016-08-16", "2016-08-17", "2016-08-18", "2016-08-19", "2016-08-22", "2016-08-23", "2016-08-24", "2016-08-25", "2016-08-26", "2016-08-29", "2016-08-30", "2016-08-31", "2016-09-01", "2016-09-02", "2016-09-06", "2016-09-07", "2016-09-08", "2016-09-09", "2016-09-12", "2016-09-13", "2016-09-14", "2016-09-15", "2016-09-16", "2016-09-19", "2016-09-20", "2016-09-21", "2016-09-22", "2016-09-23", "2016-09-26", "2016-09-27", "2016-09-28", "2016-09-29", "2016-09-30", "2016-10-03", "2016-10-04", "2016-10-05", "2016-10-06", "2016-10-07", "2016-10-10", "2016-10-11", "2016-10-12", "2016-10-13", "2016-10-14", "2016-10-17", "2016-10-18", "2016-10-19", "2016-10-20", "2016-10-21", "2016-10-24", "2016-10-25", "2016-10-26", "2016-10-27", "2016-10-28", "2016-10-31", "2016-11-01", "2016-11-02", "2016-11-03", "2016-11-04", "2016-11-07", "2016-11-08", "2016-11-09", "2016-11-10", "2016-11-11", "2016-11-14", "2016-11-15", "2016-11-16", "2016-11-17", "2016-11-18", "2016-11-21", "2016-11-22", "2016-11-23", "2016-11-25", "2016-11-28", "2016-11-29", "2016-11-30", "2016-12-01", "2016-12-02", "2016-12-05", "2016-12-06", "2016-12-07", "2016-12-08", "2016-12-09", "2016-12-12", "2016-12-13", "2016-12-14", "2016-12-15", "2016-12-16", "2016-12-19", "2016-12-20", "2016-12-21", "2016-12-22", "2016-12-23", "2016-12-27", "2016-12-28", "2016-12-29", "2016-12-30", "2017-01-03", "2017-01-04", "2017-01-05", "2017-01-06", "2017-01-09", "2017-01-10", "2017-01-11", "2017-01-12", "2017-01-13", "2017-01-17", "2017-01-18", "2017-01-19", "2017-01-20", "2017-01-23", "2017-01-24", "2017-01-25", "2017-01-26", "2017-01-27", "2017-01-30", "2017-01-31", "2017-02-01", "2017-02-02", "2017-02-03", "2017-02-06", "2017-02-07", "2017-02-08", "2017-02-09", "2017-02-10", "2017-02-13", "2017-02-14", "2017-02-15", "2017-02-16", "2017-02-17", "2017-02-21", "2017-02-22", "2017-02-23", "2017-02-24", "2017-02-27", "2017-02-28", "2017-03-01", "2017-03-02", "2017-03-03", "2017-03-06", "2017-03-07", "2017-03-08", "2017-03-09", "2017-03-10", "2017-03-13", "2017-03-14", "2017-03-15", "2017-03-16", "2017-03-17", "2017-03-20", "2017-03-21", "2017-03-22", "2017-03-23", "2017-03-24", "2017-03-27", "2017-03-28", "2017-03-29", "2017-03-30", "2017-03-31", "2017-04-03", "2017-04-04", "2017-04-05", "2017-04-06", "2017-04-07", "2017-04-10", "2017-04-11", "2017-04-12", "2017-04-13", "2017-04-17", "2017-04-18", "2017-04-19", "2017-04-20", "2017-04-21", "2017-04-24", "2017-04-25", "2017-04-26", "2017-04-27", "2017-04-28", "2017-05-01", "2017-05-02", "2017-05-03", "2017-05-04", "2017-05-05", "2017-05-08", "2017-05-09", "2017-05-10", "2017-05-11", "2017-05-12", "2017-05-15", "2017-05-16", "2017-05-17", "2017-05-18", "2017-05-19", "2017-05-22", "2017-05-23", "2017-05-24", "2017-05-25", "2017-05-26", "2017-05-30", "2017-05-31", "2017-06-01", "2017-06-02", "2017-06-05", "2017-06-06", "2017-06-07", "2017-06-08", "2017-06-09", "2017-06-12", "2017-06-13", "2017-06-14", "2017-06-15", "2017-06-16", "2017-06-19", "2017-06-20", "2017-06-21", "2017-06-22", "2017-06-23", "2017-06-26", "2017-06-27", "2017-06-28", "2017-06-29", "2017-06-30", "2017-07-03", "2017-07-05", "2017-07-06", "2017-07-07", "2017-07-10", "2017-07-11", "2017-07-12", "2017-07-13", "2017-07-14", "2017-07-17", "2017-07-18", "2017-07-19", "2017-07-20", "2017-07-21", "2017-07-24", "2017-07-25", "2017-07-26", "2017-07-27", "2017-07-28", "2017-07-31", "2017-08-01", "2017-08-02", "2017-08-03", "2017-08-04", "2017-08-07", "2017-08-08", "2017-08-09", "2017-08-10", "2017-08-11", "2017-08-14", "2017-08-15", "2017-08-16", "2017-08-17", "2017-08-18", "2017-08-21", "2017-08-22", "2017-08-23", "2017-08-24", "2017-08-25", "2017-08-28", "2017-08-29", "2017-08-30", "2017-08-31", "2017-09-01", "2017-09-05", "2017-09-06", "2017-09-07", "2017-09-08", "2017-09-11", "2017-09-12", "2017-09-13", "2017-09-14", "2017-09-15", "2017-09-18", "2017-09-19", "2017-09-20", "2017-09-21", "2017-09-22", "2017-09-25", "2017-09-26", "2017-09-27", "2017-09-28", "2017-09-29", "2017-10-02", "2017-10-03", "2017-10-04", "2017-10-05", "2017-10-06", "2017-10-09", "2017-10-10", "2017-10-11", "2017-10-12", "2017-10-13", "2017-10-16", "2017-10-17", "2017-10-18", "2017-10-19", "2017-10-20", "2017-10-23", "2017-10-24", "2017-10-25", "2017-10-26", "2017-10-27", "2017-10-30", "2017-10-31", "2017-11-01", "2017-11-02", "2017-11-03", "2017-11-06", "2017-11-07", "2017-11-08", "2017-11-09", "2017-11-10", "2017-11-13", "2017-11-14", "2017-11-15", "2017-11-16", "2017-11-17", "2017-11-20", "2017-11-21", "2017-11-22", "2017-11-24", "2017-11-27", "2017-11-28", "2017-11-29", "2017-11-30", "2017-12-01", "2017-12-04", "2017-12-05", "2017-12-06", "2017-12-07", "2017-12-08", "2017-12-11", "2017-12-12", "2017-12-13", "2017-12-14", "2017-12-15", "2017-12-18", "2017-12-19", "2017-12-20", "2017-12-21", "2017-12-22", "2017-12-26", "2017-12-27", "2017-12-28", "2017-12-29", "2018-01-02", "2018-01-03", "2018-01-04", "2018-01-05", "2018-01-08", "2018-01-09", "2018-01-10", "2018-01-11", "2018-01-12", "2018-01-16", "2018-01-17", "2018-01-18", "2018-01-19", "2018-01-22", "2018-01-23", "2018-01-24", "2018-01-25", "2018-01-26", "2018-01-29", "2018-01-30", "2018-01-31", "2018-02-01", "2018-02-02", "2018-02-05", "2018-02-06", "2018-02-07", "2018-02-08", "2018-02-09", "2018-02-12", "2018-02-13", "2018-02-14", "2018-02-15", "2018-02-16", "2018-02-20", "2018-02-21", "2018-02-22", "2018-02-23", "2018-02-26", "2018-02-27", "2018-02-28", "2018-03-01", "2018-03-02", "2018-03-05", "2018-03-06", "2018-03-07", "2018-03-08", "2018-03-09", "2018-03-12", "2018-03-13", "2018-03-14", "2018-03-15", "2018-03-16", "2018-03-19", "2018-03-20", "2018-03-21", "2018-03-22", "2018-03-23", "2018-03-26", "2018-03-27", "2018-03-28", "2018-03-29", "2018-04-02", "2018-04-03", "2018-04-04", "2018-04-05", "2018-04-06", "2018-04-09", "2018-04-10", "2018-04-11", "2018-04-12", "2018-04-13", "2018-04-16", "2018-04-17", "2018-04-18", "2018-04-19", "2018-04-20", "2018-04-23", "2018-04-24", "2018-04-25", "2018-04-26", "2018-04-27", "2018-04-30", "2018-05-01", "2018-05-02", "2018-05-03", "2018-05-04", "2018-05-07", "2018-05-08", "2018-05-09", "2018-05-10", "2018-05-11", "2018-05-14", "2018-05-15", "2018-05-16", "2018-05-17", "2018-05-18", "2018-05-21", "2018-05-22", "2018-05-23", "2018-05-24", "2018-05-25", "2018-05-29", "2018-05-30", "2018-05-31", "2018-06-01", "2018-06-04", "2018-06-05", "2018-06-06", "2018-06-07", "2018-06-08", "2018-06-11", "2018-06-12", "2018-06-13", "2018-06-14", "2018-06-15", "2018-06-18", "2018-06-19", "2018-06-20", "2018-06-21", "2018-06-22", "2018-06-25", "2018-06-26", "2018-06-27", "2018-06-28", "2018-06-29", "2018-07-02", "2018-07-03", "2018-07-05", "2018-07-06", "2018-07-09", "2018-07-10", "2018-07-11", "2018-07-12", "2018-07-13", "2018-07-16", "2018-07-17", "2018-07-18", "2018-07-19", "2018-07-20", "2018-07-23", "2018-07-24", "2018-07-25", "2018-07-26", "2018-07-27", "2018-07-30", "2018-07-31", "2018-08-01", "2018-08-02", "2018-08-03", "2018-08-06", "2018-08-07", "2018-08-08", "2018-08-09", "2018-08-10", "2018-08-13", "2018-08-14", "2018-08-15", "2018-08-16", "2018-08-17", "2018-08-20", "2018-08-21", "2018-08-22", "2018-08-23", "2018-08-24", "2018-08-27", "2018-08-28", "2018-08-29", "2018-08-30", "2018-08-31", "2018-09-04", "2018-09-05", "2018-09-06", "2018-09-07", "2018-09-10", "2018-09-11", "2018-09-12", "2018-09-13", "2018-09-14", "2018-09-17", "2018-09-18", "2018-09-19", "2018-09-20", "2018-09-21", "2018-09-24", "2018-09-25", "2018-09-26", "2018-09-27", "2018-09-28", "2018-10-01", "2018-10-02", "2018-10-03", "2018-10-04", "2018-10-05", "2018-10-08", "2018-10-09", "2018-10-10", "2018-10-11", "2018-10-12", "2018-10-15", "2018-10-16", "2018-10-17", "2018-10-18", "2018-10-19", "2018-10-22", "2018-10-23", "2018-10-24", "2018-10-25", "2018-10-26", "2018-10-29", "2018-10-30", "2018-10-31", "2018-11-01", "2018-11-02", "2018-11-05", "2018-11-06", "2018-11-07", "2018-11-08", "2018-11-09", "2018-11-12", "2018-11-13", "2018-11-14", "2018-11-15", "2018-11-16", "2018-11-19", "2018-11-20", "2018-11-21", "2018-11-23", "2018-11-26", "2018-11-27", "2018-11-28", "2018-11-29", "2018-11-30", "2018-12-03", "2018-12-04", "2018-12-06", "2018-12-07", "2018-12-10", "2018-12-11", "2018-12-12", "2018-12-13", "2018-12-14", "2018-12-17", "2018-12-18", "2018-12-19", "2018-12-20", "2018-12-21", "2018-12-24", "2018-12-26", "2018-12-27", "2018-12-28", "2018-12-31", "2019-01-02", "2019-01-03", "2019-01-04", "2019-01-07", "2019-01-08", "2019-01-09", "2019-01-10", "2019-01-11", "2019-01-14", "2019-01-15", "2019-01-16", "2019-01-17", "2019-01-18", "2019-01-22", "2019-01-23", "2019-01-24", "2019-01-25", "2019-01-28", "2019-01-29", "2019-01-30", "2019-01-31", "2019-02-01", "2019-02-04", "2019-02-05", "2019-02-06", "2019-02-07", "2019-02-08", "2019-02-11", "2019-02-12", "2019-02-13", "2019-02-14", "2019-02-15", "2019-02-19", "2019-02-20", "2019-02-21", "2019-02-22", "2019-02-25", "2019-02-26", "2019-02-27", "2019-02-28", "2019-03-01", "2019-03-04", "2019-03-05", "2019-03-06", "2019-03-07", "2019-03-08", "2019-03-11", "2019-03-12", "2019-03-13", "2019-03-14", "2019-03-15", "2019-03-18", "2019-03-19", "2019-03-20", "2019-03-21", "2019-03-22", "2019-03-25", "2019-03-26", "2019-03-27", "2019-03-28", "2019-03-29", "2019-04-01", "2019-04-02", "2019-04-03", "2019-04-04", "2019-04-05", "2019-04-08", "2019-04-09", "2019-04-10", "2019-04-11", "2019-04-12", "2019-04-15", "2019-04-16", "2019-04-17", "2019-04-18", "2019-04-22", "2019-04-23", "2019-04-24", "2019-04-25", "2019-04-26", "2019-04-29", "2019-04-30", "2019-05-01", "2019-05-02", "2019-05-03", "2019-05-06", "2019-05-07", "2019-05-08", "2019-05-09", "2019-05-10", "2019-05-13", "2019-05-14", "2019-05-15", "2019-05-16", "2019-05-17", "2019-05-20", "2019-05-21", "2019-05-22", "2019-05-23", "2019-05-24", "2019-05-28", "2019-05-29", "2019-05-30", "2019-05-31", "2019-06-03", "2019-06-04", "2019-06-05", "2019-06-06", "2019-06-07", "2019-06-10", "2019-06-11", "2019-06-12", "2019-06-13", "2019-06-14", "2019-06-17", "2019-06-18", "2019-06-19", "2019-06-20", "2019-06-21", "2019-06-24", "2019-06-25", "2019-06-26", "2019-06-27", "2019-06-28", "2019-07-01", "2019-07-02", "2019-07-03", "2019-07-05", "2019-07-08", "2019-07-09", "2019-07-10", "2019-07-11", "2019-07-12", "2019-07-15", "2019-07-16", "2019-07-17", "2019-07-18", "2019-07-19", "2019-07-22", "2019-07-23", "2019-07-24", "2019-07-25", "2019-07-26", "2019-07-29", "2019-07-30", "2019-07-31", "2019-08-01", "2019-08-02", "2019-08-05", "2019-08-06", "2019-08-07", "2019-08-08", "2019-08-09", "2019-08-12", "2019-08-13", "2019-08-14", "2019-08-15", "2019-08-16", "2019-08-19", "2019-08-20", "2019-08-21", "2019-08-22", "2019-08-23", "2019-08-26", "2019-08-27", "2019-08-28", "2019-08-29", "2019-08-30", "2019-09-03", "2019-09-04", "2019-09-05", "2019-09-06", "2019-09-09", "2019-09-10", "2019-09-11", "2019-09-12", "2019-09-13", "2019-09-16", "2019-09-17", "2019-09-18", "2019-09-19", "2019-09-20", "2019-09-23", "2019-09-24", "2019-09-25", "2019-09-26", "2019-09-27", "2019-09-30", "2019-10-01", "2019-10-02", "2019-10-03", "2019-10-04", "2019-10-07", "2019-10-08", "2019-10-09", "2019-10-10", "2019-10-11", "2019-10-14", "2019-10-15", "2019-10-16", "2019-10-17", "2019-10-18", "2019-10-21", "2019-10-22", "2019-10-23", "2019-10-24", "2019-10-25", "2019-10-28", "2019-10-29", "2019-10-30", "2019-10-31", "2019-11-01", "2019-11-04", "2019-11-05", "2019-11-06", "2019-11-07", "2019-11-08", "2019-11-11", "2019-11-12", "2019-11-13", "2019-11-14", "2019-11-15", "2019-11-18", "2019-11-19", "2019-11-20", "2019-11-21", "2019-11-22", "2019-11-25", "2019-11-26", "2019-11-27", "2019-11-29", "2019-12-02", "2019-12-03", "2019-12-04", "2019-12-05", "2019-12-06", "2019-12-09", "2019-12-10", "2019-12-11", "2019-12-12", "2019-12-13", "2019-12-16", "2019-12-17", "2019-12-18", "2019-12-19", "2019-12-20", "2019-12-23", "2019-12-24", "2019-12-26", "2019-12-27", "2019-12-30", "2019-12-31", "2020-01-02", "2020-01-03", "2020-01-06", "2020-01-07", "2020-01-08", "2020-01-09", "2020-01-10", "2020-01-13", "2020-01-14", "2020-01-15", "2020-01-16", "2020-01-17", "2020-01-21", "2020-01-22", "2020-01-23", "2020-01-24", "2020-01-27", "2020-01-28", "2020-01-29", "2020-01-30", "2020-01-31", "2020-02-03", "2020-02-04", "2020-02-05", "2020-02-06", "2020-02-07", "2020-02-10", "2020-02-11", "2020-02-12", "2020-02-13", "2020-02-14", "2020-02-18", "2020-02-19", "2020-02-20", "2020-02-21", "2020-02-24", "2020-02-25", "2020-02-26", "2020-02-27", "2020-02-28", "2020-03-02", "2020-03-03", "2020-03-04", "2020-03-05", "2020-03-06", "2020-03-09", "2020-03-10", "2020-03-11", "2020-03-12", "2020-03-13", "2020-03-16", "2020-03-17", "2020-03-18", "2020-03-19", "2020-03-20", "2020-03-23", "2020-03-24", "2020-03-25", "2020-03-26", "2020-03-27", "2020-03-30", "2020-03-31", "2020-04-01", "2020-04-02", "2020-04-03", "2020-04-06", "2020-04-07", "2020-04-08", "2020-04-09", "2020-04-13", "2020-04-14", "2020-04-15", "2020-04-16", "2020-04-17", "2020-04-20", "2020-04-21", "2020-04-22", "2020-04-23", "2020-04-24", "2020-04-27", "2020-04-28", "2020-04-29", "2020-04-30", "2020-05-01", "2020-05-04", "2020-05-05", "2020-05-06", "2020-05-07", "2020-05-08", "2020-05-11", "2020-05-12", "2020-05-13", "2020-05-14", "2020-05-15", "2020-05-18", "2020-05-19", "2020-05-20", "2020-05-21", "2020-05-22", "2020-05-26", "2020-05-27", "2020-05-28", "2020-05-29", "2020-06-01", "2020-06-02", "2020-06-03", "2020-06-04", "2020-06-05", "2020-06-08", "2020-06-09", "2020-06-10", "2020-06-11", "2020-06-12", "2020-06-15", "2020-06-16", "2020-06-17", "2020-06-18", "2020-06-19", "2020-06-22", "2020-06-23", "2020-06-24", "2020-06-25", "2020-06-26", "2020-06-29", "2020-06-30", "2020-07-01", "2020-07-02", "2020-07-06", "2020-07-07", "2020-07-08", "2020-07-09", "2020-07-10", "2020-07-13", "2020-07-14", "2020-07-15", "2020-07-16", "2020-07-17", "2020-07-20", "2020-07-21", "2020-07-22", "2020-07-23", "2020-07-24", "2020-07-27", "2020-07-28", "2020-07-29", "2020-07-30", "2020-07-31", "2020-08-03", "2020-08-04", "2020-08-05", "2020-08-06", "2020-08-07", "2020-08-10", "2020-08-11", "2020-08-12", "2020-08-13", "2020-08-14", "2020-08-17", "2020-08-18", "2020-08-19", "2020-08-20", "2020-08-21", "2020-08-24", "2020-08-25", "2020-08-26", "2020-08-27", "2020-08-28", "2020-08-31", "2020-09-01", "2020-09-02", "2020-09-03", "2020-09-04", "2020-09-08", "2020-09-09", "2020-09-10", "2020-09-11", "2020-09-14", "2020-09-15", "2020-09-16", "2020-09-17", "2020-09-18", "2020-09-21", "2020-09-22", "2020-09-23", "2020-09-24", "2020-09-25", "2020-09-28", "2020-09-29", "2020-09-30", "2020-10-01", "2020-10-02", "2020-10-05", "2020-10-06", "2020-10-07", "2020-10-08", "2020-10-09", "2020-10-12", "2020-10-13", "2020-10-14", "2020-10-15", "2020-10-16", "2020-10-19", "2020-10-20", "2020-10-21", "2020-10-22", "2020-10-23", "2020-10-26", "2020-10-27", "2020-10-28", "2020-10-29", "2020-10-30", "2020-11-02", "2020-11-03", "2020-11-04", "2020-11-05", "2020-11-06", "2020-11-09", "2020-11-10", "2020-11-11", "2020-11-12", "2020-11-13", "2020-11-16", "2020-11-17", "2020-11-18", "2020-11-19", "2020-11-20", "2020-11-23", "2020-11-24", "2020-11-25", "2020-11-27", "2020-11-30", "2020-12-01", "2020-12-02", "2020-12-03", "2020-12-04", "2020-12-07", "2020-12-08", "2020-12-09", "2020-12-10", "2020-12-11", "2020-12-14", "2020-12-15", "2020-12-16", "2020-12-17", "2020-12-18", "2020-12-21", "2020-12-22", "2020-12-23", "2020-12-24", "2020-12-28", "2020-12-29", "2020-12-30", "2020-12-31" ], "xaxis": "x", "y": [ 97.825676, 94.000107, 94.16825899999999, 92.654861, 98.035896, 98.372215, 97.195099, 96.22821, 97.531441, 98.855675, 98.077934, 98.87665600000001, 97.363251, 97.152992, 94.39948299999999, 95.471466, 94.714783, 94.336426, 91.39366899999999, 93.873985, 94.798859, 94.882965, 96.312248, 95.912926, 95.765755, 97.068947, 95.030067, 95.219246, 93.285492, 93.83197, 94.89341, 93.495644, 93.012199, 91.015335, 90.78409599999999, 91.85607900000001, 90.00636300000001, 89.680573, 91.561813, 92.444603, 93.117287, 93.180328, 94.92498, 94.000107, 92.181877, 92.066284, 94.756851, 94.252335, 93.222382, 91.89814799999999, 94.04214499999999, 98.435257, 99.085815, 98.58006999999999, 100.603096, 101.21421099999999, 102.942207, 103.55330699999999, 102.45755799999999, 101.8675, 101.972923, 100.26593000000001, 101.403839, 101.993927, 101.235275, 100.603096, 101.477615, 102.120354, 101.720024, 101.42495, 98.64335600000001, 97.273521, 91.710251, 94.91334499999999, 97.42104300000001, 96.514915, 96.978539, 95.924881, 99.907692, 98.780273, 98.45366700000001, 97.84251400000001, 99.17009, 97.189224, 94.91334499999999, 95.629852, 96.788887, 96.061813, 95.292702, 93.14321899999999, 95.271568, 96.304176, 97.968948, 98.917229, 97.884674, 96.68351, 95.16626, 94.449722, 93.058891, 94.576202, 92.953575, 93.058891, 96.09346, 96.304176, 97.990013, 99.69696, 99.21228, 98.769745, 99.454636, 99.064758, 98.854004, 97.694992, 99.528351, 99.69696, 99.907692, 99.086754, 100.354118, 99.995049, 99.952805, 98.431961, 97.587074, 98.84388, 98.115112, 98.389717, 97.46032, 98.1996, 99.55148299999999, 97.756035, 98.516449, 100.100647, 99.931671, 100.142883, 100.797699, 101.24128, 102.23410799999999, 102.065102, 101.230743, 100.417503, 101.811562, 99.826088, 99.255737, 99.57261700000001, 98.600967, 98.26299300000001, 96.04512, 96.65765400000001, 97.249107, 97.73491700000001, 98.41083499999999, 98.938934, 100.121811, 100.501991, 99.65711999999999, 99.171288, 99.635948, 100.903343, 100.818825, 100.459724, 101.515884, 101.177925, 101.727112, 101.558151, 101.959526, 102.276291, 102.23410799999999, 102.582581, 102.603775, 101.62151300000001, 102.973351, 103.079002, 102.255135, 101.09346, 101.959526, 101.262405, 101.114586, 100.375252, 100.639297, 101.14621700000001, 98.93335, 98.022789, 98.912178, 98.181618, 96.688774, 98.44632, 97.747505, 96.498138, 97.006332, 98.255783, 97.32401999999999, 97.472267, 96.561699, 97.366371, 97.70515400000001, 95.587585, 94.86763, 93.300591, 92.517105, 90.2089, 93.21592700000001, 93.639442, 91.31008100000001, 90.97126800000001, 94.401718, 94.8041, 95.22757, 94.592354, 92.368874, 92.622963, 94.380569, 95.22757, 96.868706, 96.540527, 96.699303, 96.75228100000001, 97.429893, 97.408737, 95.248787, 94.888809, 92.580612, 91.860641, 94.274681, 94.571159, 93.088882, 92.591217, 91.26773100000001, 91.733612, 89.541916, 91.37359599999999, 92.178268, 90.590126, 90.420692, 89.637199, 89.594833, 90.357162, 93.321777, 91.828903, 90.568916, 90.78065500000001, 93.93588299999999, 93.533539, 92.252426, 91.077164, 89.02002, 90.20951099999999, 88.37217700000001, 85.812653, 86.407394, 88.998772, 89.954628, 90.613068, 90.889191, 89.16870899999999, 87.554405, 91.760071, 90.772385, 87.809311, 88.488998, 88.255325, 89.805939, 89.890877, 89.720955, 90.29445600000001, 90.708702, 91.611389, 91.09099599999999, 91.696342, 92.418571, 92.694664, 92.461014, 92.354805, 92.847572, 93.66327700000001, 93.133057, 93.751572, 91.624146, 92.297005, 92.02516899999999, 91.54939300000001, 90.482262, 89.61219799999999, 90.63855, 89.89769, 89.761711, 90.63176, 88.633415, 87.26722, 85.38443000000001, 85.51361800000001, 84.93584399999999, 86.74385799999999, 85.941826, 84.249329, 84.691139, 84.01825, 84.786316, 85.69709, 86.308838, 86.403992, 83.84828900000001, 80.259499, 81.57811, 79.967201, 79.98761, 78.383263, 79.978088, 77.8312, 76.509026, 75.732079, 78.022041, 79.01708199999999, 80.632362, 78.40370899999999, 78.703552, 79.52825899999999, 77.8312, 75.234581, 75.548073, 78.41053000000001, 77.21788000000001, 78.07653, 79.500969, 79.555511, 81.000343, 80.148445, 81.27977800000001, 84.510254, 85.634804, 84.851013, 83.310745, 82.860985, 83.944565, 84.31945, 85.72335799999999, 86.323166, 86.58892800000001, 86.43220500000001, 85.334885, 86.786575, 86.036896, 85.996002, 85.634804, 85.886955, 85.294022, 85.464409, 85.859695, 87.883865, 88.020157, 88.422287, 89.72403, 89.608154, 88.088295, 88.347305, 87.304565, 86.609383, 85.39625500000001, 85.839279, 86.370834, 86.786575, 87.781609, 87.05242199999999, 87.365891, 86.55487099999999, 85.94148299999999, 85.79155, 85.05549599999999, 83.14720200000001, 83.28112, 82.877899, 83.240135, 83.67756700000001, 84.62759399999999, 83.964577, 83.192276, 83.07609599999999, 83.02828199999999, 83.486191, 83.79373199999999, 84.839485, 84.818962, 83.164963, 81.367416, 81.811691, 80.827499, 80.909508, 82.830063, 83.547668, 82.50200699999999, 83.274338, 82.707031, 83.431526, 82.932602, 81.299072, 80.51306899999999, 81.401604, 82.255951, 82.570335, 82.59769399999999, 82.939392, 83.458862, 83.80058299999999, 83.342659, 82.22179399999999, 82.54298399999999, 81.01203199999999, 81.251205, 81.531456, 81.551987, 81.517776, 80.813828, 81.094009, 79.795464, 80.53360699999999, 79.15984300000001, 79.97995, 79.692924, 81.346909, 80.861671, 79.67926, 78.96843, 77.451157, 78.018417, 77.519508, 77.710838, 75.708244, 74.307144, 75.216148, 71.286186, 71.115303, 69.680061, 67.465576, 66.737717, 69.083931, 69.80430600000001, 69.557327, 70.161034, 71.649727, 71.533119, 72.43180100000001, 73.64608, 73.70787, 73.563766, 73.083557, 72.692474, 74.311562, 75.464088, 75.121071, 74.983879, 75.45725999999999, 73.85192099999999, 73.694122, 73.64608, 75.100494, 74.716324, 74.51738, 75.855141, 75.683647, 73.714714, 72.829697, 72.582718, 74.441895, 74.949585, 75.930649, 77.11058, 77.007683, 77.247795, 77.330116, 76.85676600000001, 78.58557900000001, 78.661018, 78.80510699999999, 78.455238, 79.422531, 78.757111, 78.23569499999999, 79.360817, 79.53229499999999, 79.189285, 77.755463, 78.80510699999999, 78.242538, 77.776054, 79.093254, 80.54079399999999, 80.499611, 79.964485, 78.468925, 78.311157, 78.400345, 76.877342, 77.61138199999999, 78.414055, 78.880585, 79.436272, 78.654175, 79.131233, 78.97979699999999, 79.413452, 79.895348, 79.854042, 78.683769, 79.530487, 80.43229699999999, 80.969269, 80.397896, 80.211975, 79.558052, 79.909088, 79.124352, 78.628693, 79.268913, 77.664955, 78.25009200000001, 77.892128, 77.355171, 77.947174, 78.188103, 78.167465, 78.380875, 75.91640500000001, 77.010986, 77.912758, 77.54791999999999, 75.62043, 75.15229000000001, 74.828758, 74.360649, 75.785622, 76.714966, 76.47399899999999, 77.28630799999999, 77.141762, 76.336349, 74.870064, 76.129829, 74.553368, 75.475838, 76.72184, 76.56352199999999, 76.859528, 76.515305, 78.298248, 79.681961, 79.427238, 80.370346, 80.198204, 80.535545, 80.707657, 80.65947, 79.881569, 79.771423, 80.531548, 80.54531899999999, 81.083832, 79.558105, 79.592651, 79.420029, 78.432823, 78.888435, 79.095528, 79.061066, 79.095528, 78.660637, 78.108337, 77.783867, 77.797684, 77.963364, 77.41800699999999, 78.294754, 76.34790799999999, 76.920868, 76.334129, 78.14975, 77.984085, 77.64580500000001, 77.928871, 76.630943, 76.299545, 75.533272, 75.57467700000001, 74.138695, 73.77282, 74.46324200000001, 75.37445799999999, 75.08455699999999, 74.269859, 72.813202, 72.557762, 75.257103, 74.387268, 72.98583199999999, 74.4701, 76.09246800000001, 75.79559300000001, 76.189133, 76.56192, 75.733459, 75.043083, 75.208809, 76.009628, 75.036201, 74.62889100000001, 74.076607, 73.86949200000001, 74.021339, 72.053818, 72.233284, 72.90986600000001, 71.42556, 71.342712, 71.618881, 70.390015, 70.818054, 70.106934, 70.00341, 71.881233, 72.46804, 70.776611, 69.872238, 68.779747, 69.139938, 67.588135, 67.698959, 68.883659, 68.558022, 67.220924, 65.79383100000001, 66.167923, 68.800522, 67.941467, 66.23024000000001, 63.819359, 64.338959, 63.63231700000001, 63.971825, 62.738640000000004, 62.863327000000005, 60.826561, 58.685832999999995, 56.94694499999999, 55.388180000000006, 58.692741000000005, 58.193946999999994, 59.302425, 62.19131899999999, 63.001911, 63.154284999999994, 61.505451, 60.126819999999995, 58.034615, 59.988262, 61.034374, 63.008804000000005, 63.244381000000004, 62.780193000000004, 61.637108, 63.88868000000001, 64.775421, 64.581436, 66.091705, 65.39200600000001, 66.334183, 66.978462, 65.537483, 65.994698, 65.232681, 63.805542, 63.83324399999999, 63.583839000000005, 61.159068999999995, 62.03199, 61.505451, 62.350657999999996, 62.807922, 63.528408, 63.133545, 61.969607999999994, 62.122036, 62.274464, 60.847343, 60.237671, 58.67889, 58.698376, 58.218227, 57.278769999999994, 58.698376, 59.658730000000006, 57.584988, 56.916927, 59.651787, 57.863323, 57.278769999999994, 56.227978, 55.065838, 55.928748999999996, 54.349075, 56.109694999999995, 58.566185, 58.893238000000004, 61.725502, 60.229362, 61.426277, 61.683788, 62.748466, 62.296127, 62.769341000000004, 61.488907, 62.769341000000004, 62.358757, 61.635059, 62.233520999999996, 61.6003, 62.818068999999994, 63.416546, 63.917576000000004, 64.74568199999999, 63.159054000000005, 62.386604000000005, 61.419327, 61.906470999999996, 61.969078, 63.138172, 63.604439, 62.964206999999995, 62.880692, 64.279427, 65.476357, 65.010124, 65.051872, 63.813221, 65.608589, 65.39986400000001, 65.504196, 64.62738, 64.335114, 63.625294, 64.042831, 62.282256999999994, 63.11731700000001, 63.172966, 63.166027, 62.170898, 63.778385, 63.221672, 62.491013, 62.045635, 62.930969, 62.951919999999994, 62.483368000000006, 62.511348999999996, 61.105755, 61.616248999999996, 61.700168999999995, 63.686214, 63.88201899999999, 65.007927, 64.847061, 63.910011, 64.903008, 65.077873, 65.056885, 65.266632, 64.61631, 64.35058599999999, 63.399508999999995, 62.413444999999996, 61.658218000000005, 62.035835, 60.406441, 59.581238, 60.021846999999994, 60.47639100000001, 59.042809, 60.182671, 60.301552, 59.707127, 59.33650600000001, 59.056778, 58.336498, 58.749092000000005, 58.343475, 57.41341, 57.588226, 58.84699200000001, 59.881954, 59.567271999999996, 58.972832, 59.567271999999996, 58.60221899999999, 59.070774, 58.21059399999999, 58.97987, 59.37146800000001, 58.805018999999994, 57.867966, 58.357452, 57.867966, 58.26655600000001, 56.867946999999994, 56.308487, 56.686115, 58.644176, 58.832981000000004, 60.686153000000004, 61.042843000000005, 61.511356000000006, 61.644249, 62.959998999999996, 60.867676, 61.450435999999996, 61.141487, 61.190666, 60.881747999999995, 59.498512, 60.41129300000001, 61.871712, 61.576824, 61.941948, 61.822590000000005, 61.920868000000006, 61.106411, 61.443413, 61.190666, 62.454491000000004, 63.037257999999994, 61.962996999999994, 62.88279, 62.945972, 64.132576, 64.722359, 64.146606, 63.353214, 64.44854000000001, 64.67319499999999, 64.532768, 64.525772, 65.44558, 65.319176, 65.93705, 65.57193000000001, 64.91194899999999, 65.81064599999999, 66.618126, 66.498772, 66.358337, 66.77959399999999, 66.61108399999999, 65.052368, 64.918938, 65.052368, 65.698318, 65.83174100000001, 66.983231, 67.172752, 66.997276, 68.07151800000001, 68.35239399999999, 68.633217, 69.623238, 69.967262, 69.693451, 68.984306, 69.686401, 70.423653, 70.641296, 69.904099, 71.378601, 71.378601, 71.315361, 70.227074, 70.07204399999999, 69.353256, 69.423737, 68.726135, 69.621071, 68.817711, 68.7966, 69.43079399999999, 70.30452700000001, 69.578789, 70.959946, 71.277008, 70.875351, 69.973381, 70.63575, 70.98105600000001, 70.82605, 70.410286, 69.40966, 70.121368, 69.254623, 69.881783, 69.93111400000001, 69.402618, 70.628731, 70.368034, 70.043869, 69.87473299999999, 70.03679699999999, 69.416679, 69.416679, 67.943939, 68.33854699999999, 69.05731999999999, 69.254623, 69.51535, 70.149559, 69.790161, 69.980461, 70.198914, 70.804901, 71.072639, 70.783737, 71.009247, 70.30452700000001, 70.417351, 70.544167, 70.56527700000001, 71.002205, 71.48138399999999, 72.439728, 72.83431999999999, 72.86958299999999, 72.460854, 73.059845, 72.58066600000001, 71.847778, 72.059196, 72.1931, 71.939415, 72.989372, 72.84841899999999, 73.70813000000001, 73.333191, 72.540977, 72.816826, 71.522369, 70.935211, 70.70180500000001, 71.394997, 70.70180500000001, 72.208504, 72.470215, 73.13515500000001, 73.467606, 73.75057199999999, 73.56662, 73.764709, 73.969826, 74.20326999999999, 74.46504200000001, 74.266914, 74.56405600000001, 73.75057199999999, 74.302284, 74.175011, 73.241287, 73.10685, 73.269554, 73.304893, 74.302284, 74.401337, 74.556969, 74.48622900000001, 74.974335, 74.811623, 74.868202, 75.264328, 74.70552099999999, 74.401337, 74.38015, 75.214821, 75.236038, 74.599396, 74.22449499999999, 73.45343000000001, 74.075951, 73.411026, 73.715179, 74.69136, 74.974335, 75.24311800000001, 75.299683, 76.113182, 75.922203, 75.801964, 76.113182, 75.58266400000001, 76.091965, 75.504837, 75.49778, 76.34659599999999, 76.49515500000001, 76.113182, 76.5093, 76.74981700000001, 77.612808, 77.396744, 77.93689, 77.986664, 77.908485, 77.965294, 79.00296, 79.017189, 79.088287, 79.052704, 79.912697, 79.990868, 80.260941, 80.580742, 79.87715899999999, 80.46704100000001, 79.997948, 80.666039, 80.865044, 81.184853, 81.163551, 81.803154, 81.589951, 81.327026, 82.350426, 81.50466899999999, 80.573647, 80.65181700000001, 80.65181700000001, 81.000069, 80.865044, 80.204086, 80.438614, 81.341225, 81.36254100000001, 81.625504, 82.49256899999999, 82.194084, 81.824478, 82.56366700000001, 82.20118000000001, 81.895607, 81.64681999999999, 81.440727, 81.298569, 81.639725, 81.689491, 81.74633, 82.55654100000001, 82.07325, 82.222473, 82.435699, 82.712868, 81.70367399999999, 81.376747, 80.012192, 78.974548, 80.012192, 79.031403, 79.450714, 80.339088, 80.36041999999999, 79.208618, 78.20300300000001, 78.06746700000001, 78.13166, 79.165817, 79.187202, 80.299797, 80.570839, 80.663528, 81.148537, 81.76185600000001, 82.211212, 81.947311, 81.75475300000001, 81.56933599999999, 81.89022800000001, 80.741997, 80.870369, 80.563698, 81.184189, 81.184189, 79.821945, 80.356888, 81.483749, 81.56219499999999, 81.448036, 81.519379, 80.463844, 79.75779, 79.137299, 79.985977, 79.921799, 80.43531800000001, 79.7435, 78.42405699999999, 77.618149, 78.274307, 78.77356, 78.44548, 78.48114, 77.810699, 78.20300300000001, 77.93195300000001, 78.181595, 78.317116, 78.64516400000001, 79.77201099999999, 80.050201, 80.499481, 80.492363, 80.385368, 80.684937, 79.94319899999999, 80.577965, 81.804688, 81.91877, 81.15567800000001, 81.55502299999999, 80.749153, 81.319687, 81.305412, 81.184189, 81.337402, 81.02956400000001, 81.437569, 82.139084, 81.881401, 81.487701, 81.208527, 81.544945, 81.98159799999999, 80.843475, 80.800507, 80.091858, 80.328094, 79.76975999999999, 79.977333, 80.013115, 80.07038100000001, 79.826996, 79.31163000000001, 79.247215, 78.91078900000001, 79.91291, 78.438339, 78.653091, 77.99455999999999, 77.844208, 78.574326, 78.81057, 79.147003, 79.34024000000001, 79.504898, 78.889282, 78.882133, 77.593727, 76.48419200000001, 76.59156800000001, 77.579353, 77.421883, 76.577217, 76.727554, 77.522087, 77.95875500000001, 78.760452, 78.531418, 79.082588, 78.882133, 78.989525, 79.52639, 79.52639, 79.776886, 79.11834, 79.533539, 79.683876, 80.58577700000001, 80.2565, 80.786201, 80.58577700000001, 80.51416800000001, 80.929367, 81.194199, 81.35880999999999, 80.743225, 80.986626, 81.33091, 80.84213299999999, 81.194344, 80.180862, 79.74958000000001, 80.11616500000001, 79.605835, 79.986809, 80.389297, 80.33183299999999, 81.690331, 81.826904, 81.870026, 82.430656, 81.546562, 80.87089499999999, 81.201546, 80.885277, 80.173653, 79.526772, 79.972412, 80.2743, 79.59863299999999, 79.440536, 79.958015, 79.05957, 78.966103, 80.173653, 81.136848, 81.381203, 81.36685899999999, 81.589676, 81.618454, 82.646301, 83.774826, 84.299522, 84.17734499999999, 84.011993, 84.076691, 84.71644599999999, 85.38490300000001, 85.594666, 84.98191800000001, 85.486542, 85.60189100000001, 84.65029100000001, 85.053993, 85.183723, 85.385612, 85.32074, 84.931427, 84.989098, 85.955147, 86.027252, 85.96958199999999, 85.940712, 85.140488, 85.63797, 85.940712, 86.027252, 86.776985, 87.079773, 87.144623, 87.094208, 86.513275, 86.535004, 87.20137, 87.411446, 87.47663100000001, 87.29555500000001, 87.77359799999999, 87.903976, 87.73738900000001, 87.549049, 87.136215, 86.071442, 85.47749300000001, 85.912079, 85.788956, 86.194588, 85.60060899999999, 85.88311800000001, 85.19502299999999, 85.644051, 86.535004, 85.629623, 85.10807, 84.586578, 84.42002099999999, 84.65900400000001, 84.912529, 85.057381, 85.057381, 85.586143, 86.129402, 86.390129, 86.165588, 87.085526, 86.969589, 87.071014, 86.419136, 86.73060600000001, 87.47663100000001, 87.411446, 87.73738900000001, 87.795364, 87.085526, 87.20137, 85.904854, 86.52050799999999, 87.092743, 87.954666, 87.375229, 87.809845, 87.766396, 87.80261999999999, 88.896301, 88.939774, 88.606575, 87.621521, 87.81708499999999, 87.20137, 87.744644, 87.020309, 86.281525, 86.45533, 86.198631, 85.878693, 85.00608100000001, 85.078804, 85.180603, 85.304222, 84.73703, 85.936859, 85.776886, 85.391472, 85.536896, 85.94410699999999, 86.24225600000001, 86.707649, 85.806, 85.871437, 86.314972, 85.296951, 84.18441800000001, 83.006332, 83.260887, 83.922607, 82.751846, 84.35889399999999, 84.03894, 84.591629, 83.76990500000001, 84.09716, 83.04271700000001, 84.169838, 84.642494, 84.787918, 85.442421, 85.413322, 85.14424100000001, 85.675095, 84.787918, 85.253334, 84.31527700000001, 84.148033, 84.93337199999999, 85.50054899999999, 86.380447, 86.744034, 86.620407, 87.100349, 86.896751, 86.831276, 87.296669, 87.44208499999999, 86.882172, 87.623924, 87.81295, 87.36940799999999, 87.28939100000001, 87.354851, 87.19487, 87.60936, 87.405762, 87.68205999999999, 87.885666, 88.052925, 88.278328, 88.605438, 88.634651, 88.685753, 88.75876600000001, 87.510269, 86.867798, 86.99189799999999, 87.722038, 87.48838, 87.013817, 87.269341, 87.97024499999999, 87.232849, 87.575981, 88.57624100000001, 89.028931, 89.262527, 89.386673, 89.737091, 89.685974, 89.328232, 89.817398, 90.124092, 89.598389, 90.197067, 89.941513, 90.051018, 90.379601, 90.949051, 90.343079, 90.27738199999999, 90.81765, 91.058601, 90.328484, 89.715187, 89.54729499999999, 90.087532, 90.043747, 90.401505, 89.84659599999999, 90.401505, 89.226028, 89.218689, 89.21141800000001, 89.415863, 89.415863, 89.247955, 88.452118, 88.773338, 88.167358, 88.846367, 88.37912, 89.496208, 89.430458, 89.26984399999999, 90.313889, 90.467224, 90.167847, 90.970985, 90.788437, 90.28469799999999, 89.95611600000001, 89.912338, 90.551689, 90.251038, 89.488541, 88.65265699999999, 88.967934, 89.04124499999999, 89.143929, 89.121925, 89.20991500000001, 89.93579100000001, 90.214439, 89.89179200000001, 88.879982, 87.71417199999999, 87.398842, 87.699448, 86.958939, 86.834312, 86.152405, 86.101097, 87.010277, 87.33287800000001, 86.387024, 87.82412, 86.277023, 86.614326, 87.9561, 87.780167, 87.52356, 86.592339, 87.838806, 88.08075699999999, 88.34474200000001, 89.268547, 89.649834, 89.532524, 89.620499, 89.620499, 89.737801, 90.434341, 90.742325, 90.69098699999999, 90.361046, 90.54433399999999, 91.38752, 91.746788, 92.208748, 92.604691, 93.139931, 93.213264, 92.553337, 92.450691, 91.952118, 92.89064, 93.007927, 92.80995899999999, 92.985947, 92.443352, 92.384712, 92.626648, 92.714653, 93.345192, 93.711815, 93.44054399999999, 93.139824, 92.660667, 92.74913000000001, 92.896538, 93.383049, 93.43463100000001, 92.483772, 92.69017, 92.277397, 91.776184, 93.390411, 93.83268000000001, 93.89164, 94.673004, 94.91622199999999, 95.012039, 95.31423199999999, 94.93833199999999, 94.849846, 94.59189599999999, 94.21597299999999, 94.577156, 92.85234100000001, 93.18401300000001, 93.279861, 93.360947, 93.87687700000001, 94.74668100000001, 94.673004, 93.980103, 94.636116, 93.537842, 93.073479, 93.31671899999999, 92.49116500000001, 93.331467, 93.176659, 93.346199, 93.176659, 94.16435200000001, 94.496063, 95.203682, 94.945686, 94.70983100000001, 95.28475999999999, 95.144699, 95.387955, 95.42482, 94.518188, 95.358475, 95.351067, 94.908821, 94.473961, 94.326538, 94.525574, 93.89164, 94.783501, 94.960426, 95.95549799999999, 96.383034, 96.582062, 96.662704, 96.50730899999999, 95.900497, 96.485107, 96.285294, 96.359314, 96.21869699999999, 95.626671, 96.22608199999999, 96.055878, 96.078056, 96.00408900000001, 96.61834, 96.95129399999999, 96.84770999999999, 95.86348000000001, 96.01149699999999, 95.197464, 95.37505300000001, 95.24925999999999, 95.212265, 96.72193100000001, 96.906914, 97.040146, 97.054901, 96.877335, 96.477699, 96.499886, 96.96614100000001, 97.291733, 96.499886, 97.225128, 96.86254100000001, 97.210335, 98.068779, 97.950356, 98.142769, 98.090988, 96.906914, 95.641479, 95.833878, 95.69324499999999, 93.872787, 93.399185, 94.057793, 93.339966, 92.629532, 93.369591, 94.52404, 95.005028, 93.31774899999999, 94.361214, 95.264046, 95.463844, 94.072601, 93.84320100000001, 93.140152, 93.058777, 92.762772, 91.75631, 90.69068100000001, 91.393692, 93.332588, 92.652473, 91.924026, 92.23622900000001, 92.920059, 92.511223, 92.496376, 92.905182, 92.102409, 92.726776, 94.599884, 94.60734599999999, 94.99385799999999, 94.451233, 94.72627299999999, 94.109344, 94.287712, 94.703987, 93.693062, 92.16931899999999, 91.812508, 91.678719, 92.14701099999999, 93.425484, 92.78625500000001, 92.132133, 93.811996, 94.14649200000001, 94.272858, 94.18364, 95.127647, 95.031021, 94.562752, 95.201965, 95.454704, 95.29115300000001, 95.068184, 94.703987, 94.384346, 94.674255, 94.406654, 94.480988, 95.610802, 96.406113, 96.651436, 97.141983, 96.725761, 96.718315, 96.450737, 96.36895799999999, 96.48784599999999, 96.948746, 97.060226, 97.11970500000001, 97.104866, 97.684601, 97.87042199999999, 97.008179, 96.562256, 96.837265, 96.933891, 97.8853, 98.279228, 98.286644, 98.517395, 98.651733, 98.405357, 98.92795600000001, 98.450188, 98.15151999999999, 98.905563, 99.726799, 99.846298, 99.808929, 99.726799, 99.353523, 99.56255300000001, 100.727203, 100.921295, 100.794395, 100.85410300000001, 100.98853299999999, 100.869095, 101.74256899999999, 102.00383000000001, 102.160622, 101.839584, 101.973984, 102.13822900000001, 102.160622, 102.630951, 102.93705, 103.287949, 103.608948, 102.959427, 102.884789, 102.869858, 102.175552, 102.115829, 101.936676, 103.086349, 103.482056, 103.706032, 103.16100300000001, 103.205833, 103.459686, 104.236099, 104.53472099999999, 104.803474, 104.833359, 104.89312, 104.99760400000001, 105.20661899999999, 104.781082, 103.340225, 103.788147, 104.87069699999999, 104.915466, 104.684021, 105.48285700000001, 105.938286, 105.848701, 105.385811, 105.579948, 105.886009, 105.80387900000001, 105.91588600000001, 106.849106, 106.85882600000001, 106.56606299999999, 106.76876100000001, 106.708694, 106.318306, 105.665199, 106.288307, 106.98643500000001, 106.761261, 106.318306, 106.13063799999999, 106.355843, 105.50751499999998, 105.995529, 105.90541100000002, 106.25826299999999, 106.72370900000001, 107.53451499999998, 107.32431000000001, 107.36936200000001, 107.009018, 107.21921499999999, 106.888916, 107.20420800000001, 108.06752, 106.798798, 106.701218, 106.641167, 107.196678, 107.917397, 108.563004, 108.71315, 108.743172, 108.773224, 109.013474, 108.870819, 108.06001299999998, 107.69216200000001, 108.600517, 109.313744, 109.456337, 109.40383100000001, 109.636528, 109.59148400000001, 109.50895700000001, 109.08098600000001, 108.98343700000001, 104.726753, 105.80032299999999, 105.48500800000001, 104.103645, 103.112732, 104.87687700000001, 104.77181999999999, 105.6577, 105.687706, 105.845329, 103.788368, 104.56163000000001, 104.704208, 104.411079, 105.669785, 106.250092, 107.99873400000001, 107.91579399999999, 108.074081, 107.93087, 107.67460600000001, 106.89076200000001, 107.003777, 107.026421, 107.147011, 108.30023200000001, 108.42080700000001, 108.71476000000001, 108.865486, 108.993599, 108.54890400000001, 109.031273, 109.528725, 110.568794, 110.862801, 110.99848200000001, 110.96829199999999, 112.01593799999999, 111.593864, 111.639099, 112.66413100000001, 112.79229699999999, 112.70180500000001, 111.76721200000001, 112.05363500000001, 112.709396, 113.31990800000001, 113.749504, 113.772095, 113.62136799999999, 113.93034399999999, 112.73953999999999, 113.704254, 113.45553600000001, 113.485672, 114.262024, 114.035881, 115.03083799999999, 114.970467, 114.880074, 114.895164, 113.854996, 114.329872, 114.744354, 115.67896999999999, 115.558426, 116.13124099999999, 116.146294, 115.686523, 114.44286299999999, 112.37770800000001, 113.83996599999999, 114.035881, 112.79229699999999, 114.48059099999999, 115.21167, 115.867226, 115.730957, 116.018631, 114.40625, 115.042068, 113.959671, 113.41471100000001, 112.24895500000001, 113.84616899999999, 113.83103200000001, 113.86882, 114.89827, 115.31462900000001, 115.193504, 115.79908, 115.889877, 114.239777, 115.049706, 116.866386, 117.214546, 117.199394, 117.138924, 116.926949, 117.38110400000001, 116.19268799999999, 116.548447, 114.527374, 114.762047, 112.044579, 109.841812, 111.56006599999999, 110.30361200000002, 110.84101100000001, 111.726646, 108.85024299999999, 110.674484, 111.855309, 113.41471100000001, 110.05381799999999, 109.539055, 109.93263999999999, 108.25221299999998, 106.761032, 107.56341599999999, 109.539055, 109.486061, 109.705582, 111.007553, 110.90915700000001, 112.279228, 111.23463400000001, 108.78964199999999, 110.924278, 110.62908200000001, 111.71909299999999, 112.846924, 111.870461, 112.12786100000001, 110.568527, 110.35659, 111.64335600000001, 111.93106100000001, 112.718246, 112.71069299999999, 112.105125, 115.405464, 116.086708, 115.26923400000001, 115.58029199999999, 115.367325, 115.139183, 115.74762700000001, 116.432083, 116.044205, 117.352318, 117.19266499999999, 116.95686299999998, 117.139427, 118.53121200000001, 117.899925, 119.01033000000001, 118.812614, 118.24216499999999, 118.896286, 117.892311, 116.95686299999998, 117.314323, 116.888451, 113.831024, 114.49271399999999, 115.42057, 115.20758799999999, 115.48143, 116.83515200000001, 117.223099, 116.40927099999999, 117.618523, 114.865356, 114.99465900000001, 114.12006399999999, 115.656342, 112.492447, 111.92205, 110.38575700000001, 109.290573, 112.62175800000001, 112.309929, 110.689949, 110.880119, 109.33618899999999, 110.005478, 107.75426499999999, 109.617599, 107.19906599999999, 108.431129, 111.89926100000001, 111.937271, 113.06286599999999, 112.317474, 111.313576, 113.17694099999999, 114.796875, 114.774078, 115.66391000000002, 112.492447, 113.60288200000001, 113.367104, 111.929649, 110.332489, 110.948563, 110.948563, 111.64828500000002, 113.257706, 114.09877, 114.34343700000001, 112.905998, 112.623085, 111.78971899999999, 110.811035, 110.757507, 108.043213, 107.95151499999999, 106.20826699999999, 107.324532, 108.02793100000001, 107.15631100000002, 108.020279, 105.642448, 104.732613, 102.018288, 100.97084, 99.946327, 102.347092, 103.21109, 101.72013100000001, 103.40226, 103.914467, 103.149925, 105.030777, 106.72051200000001, 105.37485500000001, 102.553551, 101.727776, 102.40059699999999, 101.743088, 102.262985, 103.21109, 104.266205, 103.348701, 103.325737, 103.616302, 103.922119, 103.058151, 103.692757, 105.000221, 105.78775, 105.680679, 104.648514, 102.316513, 102.071838, 101.68190799999999, 102.324135, 100.206276, 99.174049, 97.866623, 101.383728, 100.43564599999999, 100.657394, 99.09761800000001, 98.096024, 102.171219, 99.640495, 101.48608399999999, 103.514572, 103.614479, 102.346687, 102.02395600000001, 101.04813399999999, 101.40158100000001, 104.966774, 105.035973, 105.297173, 105.18193799999999, 105.23576399999999, 105.128166, 104.36747, 104.513474, 102.484962, 102.139191, 102.377411, 105.151199, 105.30489299999999, 106.403648, 106.45743600000002, 105.988724, 105.819695, 106.280731, 107.264214, 107.2873, 106.864677, 106.234596, 108.432152, 108.731773, 108.209351, 109.146759, 107.20278200000001, 106.92611699999999, 106.726372, 107.92498, 107.94036899999999, 108.16317, 109.51557199999999, 109.615471, 109.91509199999999, 109.02381899999999, 107.179718, 107.19506799999999, 105.75820900000001, 106.541969, 107.03373700000002, 107.571556, 107.8405, 106.726372, 106.103973, 106.05020900000001, 108.170898, 104.720947, 104.97446399999998, 104.451988, 102.91526800000001, 103.307137, 104.613342, 104.67484300000001, 104.167694, 103.153488, 103.284081, 101.607613, 101.50721, 101.306435, 101.785187, 99.020691, 98.480164, 98.827629, 99.13653599999999, 97.437653, 97.538055, 96.541916, 98.256218, 96.364281, 96.75811800000001, 95.630684, 94.7658, 93.429886, 95.723351, 96.680885, 97.283226, 97.337265, 98.441536, 98.974388, 96.920273, 96.89711, 95.476212, 97.514893, 99.252365, 97.93960600000001, 97.422203, 96.518723, 99.121063, 99.561249, 98.07860600000001, 99.90104699999999, 100.93576800000001, 99.885582, 99.283264, 100.03229499999999, 100.51879100000001, 99.144257, 98.063171, 98.518753, 98.688629, 100.11721800000001, 98.086334, 98.372047, 99.329544, 100.53424100000001, 99.45314, 98.835358, 98.750404, 95.77741999999999, 96.078583, 98.063171, 95.151917, 95.538025, 96.920273, 97.36816400000001, 92.734909, 94.287041, 90.047607, 92.719452, 96.401703, 94.2192, 92.07558399999999, 92.370705, 93.815353, 93.861923, 86.506775, 90.087273, 90.141624, 86.87181899999999, 85.699013, 81.334061, 77.691429, 75.7342, 70.44497700000001, 68.73629, 78.716637, 77.551636, 69.916855, 72.829391, 72.394463, 76.74389599999999, 74.452675, 70.39843, 71.213921, 67.60234100000001, 65.202415, 72.821663, 72.293488, 74.794434, 75.206047, 75.42351500000001, 77.986588, 74.708984, 70.56926, 72.899315, 71.944, 69.722664, 66.6548, 70.810028, 67.276169, 66.38295699999999, 67.633408, 63.299533999999994, 58.600613, 61.7617, 66.041229, 66.53054, 69.101341, 69.97123, 63.77334200000001, 66.227623, 67.81983199999999, 66.250923, 68.29357900000001, 70.678009, 69.512978, 69.98674, 68.301384, 69.11685899999999, 68.153786, 71.361488, 70.67023499999999, 69.34989200000001, 69.051521, 68.166786, 67.46210500000001, 67.853584, 68.245087, 68.049339, 69.662277, 70.656677, 72.786407, 72.700264, 73.185722, 70.99335500000001, 71.28308100000001, 69.756233, 68.080627, 68.205925, 66.060585, 66.084023, 66.600822, 63.085213, 65.80999, 64.79212199999999, 65.073982, 65.520287, 66.185837, 68.425156, 66.2015, 64.854752, 64.659012, 65.567261, 65.246239, 66.21714, 68.10414899999999, 68.198082, 65.073982, 65.45766400000001, 65.504631, 64.799965, 62.028187, 61.879414000000004, 61.213885999999995, 60.618797, 58.449940000000005, 60.66576800000001, 60.188148, 59.209427000000005, 57.886168999999995, 55.278828000000004, 54.863845999999995, 56.163601, 53.869468999999995, 53.963421, 53.329201, 56.508118, 56.876141000000004, 59.11545600000001, 59.577434999999994, 59.397327000000004, 61.213885999999995, 62.584109999999995, 61.808918000000006, 60.492775, 64.837929, 63.560398, 64.230698, 65.539787, 64.35688, 62.133041000000006, 62.708709999999996, 63.923156999999996, 65.79212199999999, 66.446632, 65.92617800000001, 64.388405, 65.082397, 67.668922, 67.684731, 66.517593, 67.227325, 68.213081, 68.670486, 65.79212199999999, 67.077522, 66.66745, 67.321991, 68.339249, 67.692604, 67.479691, 68.91494, 68.938583, 69.30920400000001, 71.667114, 71.422653, 72.660728, 71.651337, 73.323143, 71.951004, 71.738045, 69.932198, 70.53155500000001, 69.955887, 71.943123, 71.856377, 71.375351, 70.350166, 70.200333, 71.99829100000001, 70.712921, 71.698662, 72.9683, 74.734734, 74.797791, 73.851501, 74.545456, 74.561226, 74.253693, 74.632195, 74.442947, 74.774185, 74.979202, 73.26007800000001, 72.266449, 72.195465, 72.72380799999999, 72.99185200000001, 70.803055, 70.858559, 71.469254, 73.02356, 72.83326, 73.515259, 72.920486, 73.221848, 71.223396, 71.215462, 69.835526, 69.787979, 69.922783, 69.756233, 71.453346, 71.857826, 73.959396, 73.840424, 74.649323, 75.44238299999999, 75.79132800000001, 75.775475, 77.448799, 77.766014, 77.995995, 77.631165, 77.440849, 78.249741, 78.360771, 79.653465, 79.859612, 79.629662, 79.21727800000001, 80.256157, 80.08961500000001, 79.090408, 79.93897199999999, 80.549583, 79.931007, 77.964249, 78.582848, 79.27278100000001, 80.08961500000001, 81.659851, 81.651924, 81.810509, 81.818489, 82.000885, 81.985001, 81.255402, 79.463104, 79.161751, 79.81997700000001, 80.938202, 81.636032, 82.26255, 83.10320300000001, 83.087334, 83.491783, 83.84072900000001, 85.109604, 84.98273499999999, 85.036873, 84.821754, 85.315765, 84.606636, 83.674339, 83.22811899999999, 84.71820100000001, 84.463188, 84.13649699999999, 82.048805, 81.666359, 82.88546, 84.072731, 84.30381, 84.949272, 85.46719399999999, 85.801857, 85.626549, 87.100647, 87.419395, 86.766006, 87.483162, 87.021004, 86.240112, 87.1166, 86.120552, 85.188301, 84.79786700000001, 83.196251, 84.981117, 82.518936, 83.124527, 83.38748199999999, 83.602623, 85.14050300000001, 85.363586, 87.307846, 87.323776, 87.770004, 86.877548, 87.347702, 88.61462399999999, 88.71820799999999, 88.66242199999999, 87.50705, 87.19626600000001, 88.30385600000001, 88.439316, 88.750107, 87.307846, 87.602654, 88.686348, 88.646484, 87.953262, 88.455246, 88.319786, 87.339714, 87.666412, 88.160446, 88.534935, 89.140541, 88.726189, 88.861671, 87.79390699999999, 88.290581, 89.187813, 89.50829300000001, 89.684502, 90.109138, 90.301392, 90.17318, 90.14115100000001, 89.275963, 90.790062, 91.030411, 91.09449000000001, 91.47905, 91.78343199999999, 91.911636, 91.054436, 91.823486, 92.071815, 91.038422, 92.175987, 91.238701, 89.484276, 87.489502, 87.93809499999999, 87.56958, 87.986176, 86.976791, 86.031456, 87.36930799999999, 88.426773, 87.986176, 85.270409, 85.446671, 84.82978100000001, 85.895248, 85.727058, 86.624275, 86.552162, 87.91409300000001, 88.33065, 88.851387, 89.035637, 89.051666, 87.97015400000001, 88.779274, 88.659126, 88.715172, 89.636475, 89.884819, 89.964912, 90.237312, 91.52711500000001, 91.543114, 91.695305, 92.103897, 92.48844100000001, 92.496422, 92.520462, 93.2575, 93.810265, 93.762215, 93.287605, 93.786324, 94.44594599999999, 93.987427, 93.834595, 93.77828199999999, 94.37355, 94.437904, 94.11614200000001, 94.759651, 95.531914, 95.757149, 95.210121, 95.53994, 96.167389, 96.320229, 96.392639, 97.486603, 97.56703900000001, 96.014565, 96.37653399999999, 97.237228, 97.060295, 97.349869, 97.985344, 97.61529499999999, 95.306671, 96.030647, 97.221176, 95.572113, 96.810913, 94.534447, 93.971329, 90.85022, 89.498802, 93.440437, 93.17498, 94.478104, 93.303696, 91.61443299999999, 91.66265899999999, 90.41584, 89.901016, 86.50640899999999, 87.76933299999999, 86.643135, 86.731651, 86.208763, 89.096603, 87.97848499999999, 86.498352, 88.75071, 89.056366, 85.9272, 84.857361, 85.766357, 85.307838, 87.801498, 88.227875, 88.091095, 90.094078, 90.06192, 90.206688, 90.304497, 90.045868, 88.558701, 88.283905, 86.820999, 87.1847, 86.909882, 84.22654, 83.426407, 83.054588, 82.601967, 83.143509, 85.762192, 86.61084699999999, 87.25745400000001, 87.314003, 88.631454, 88.623375, 88.647636, 86.206749, 86.715919, 87.677734, 86.538078, 88.469788, 89.237625, 90.167107, 90.159012, 89.57708000000001, 89.140625, 89.124481, 91.136963, 90.700539, 91.306709, 91.209724, 90.837914, 91.322884, 90.82983399999999, 88.340477, 87.79895, 87.54032099999999, 87.499886, 88.574852, 88.736526, 87.192757, 86.909882, 86.578514, 85.29341099999999, 85.624794, 85.050957, 86.368385, 85.115601, 85.115601, 87.66156, 88.47789, 89.625587, 88.61528, 89.237625, 89.649834, 90.102448, 91.10464499999999, 91.048096, 91.395645, 91.371361, 91.405479, 92.803101, 92.616249, 92.161194, 91.413651, 93.298775, 92.85185200000001, 93.176903, 93.014381, 92.73808299999999, 93.12812, 92.42932900000001, 94.29010799999999, 94.281982, 94.168236, 94.696396, 94.785782, 95.078278, 95.817719, 95.443939, 95.638954, 96.11024499999999, 94.850792, 95.777084, 95.98835, 96.167137, 96.451538, 96.467773, 96.19148299999999, 96.207756, 96.280869, 96.313393, 97.077187, 97.467224, 99.34427600000001, 99.71803299999999, 99.531151, 98.816101, 99.214256, 98.840446, 97.670364, 97.532234, 96.01275600000001, 96.061501, 97.475349, 97.743507, 97.662254, 96.248398, 97.670364, 96.532776, 96.825317, 96.280869, 98.328575, 99.58802, 99.856201, 99.75054899999999, 99.807426, 100.17308, 100.563103, 101.148155, 101.213165, 101.302551, 100.839401, 101.424446, 101.533043, 101.77808399999999, 102.42340899999999, 102.74200400000001, 102.594963, 102.63580300000001, 102.782837, 102.85635400000001, 102.692986, 102.717484, 103.77939599999999, 103.72219799999999, 104.26132199999999, 104.057114, 103.852882, 103.72219799999999, 104.089745, 105.029152, 104.857582, 105.61726399999999, 105.79695900000002, 104.75958299999999, 104.620705, 104.857582, 105.453903, 105.51106999999999, 105.919495, 106.180893, 104.326645, 105.110809, 106.79348, 106.58931000000001, 106.826195, 107.12841, 107.79821000000001, 108.288353, 108.043282, 108.08414499999999, 108.72943899999999, 108.990807, 108.64771999999999, 109.333878, 109.660629, 109.889328, 107.68386799999999, 107.022232, 106.94871499999999, 108.092262, 108.762093, 106.94871499999999, 107.17742199999999, 109.023468, 108.206612, 107.35716200000002, 108.296494, 108.141281, 106.140022, 106.875175, 106.22991200000001, 105.01281000000002, 103.068718, 104.432838, 104.81266, 106.43708000000001, 106.067871, 106.371429, 107.388695, 107.716858, 107.45433799999999, 108.176277, 108.922836, 108.775154, 109.234573, 109.32480600000001, 109.308411, 109.652969, 109.374039, 108.99664299999999, 108.668503, 107.856323, 107.848106, 107.930176, 108.323952, 107.109779, 107.725075, 109.19355800000001, 109.751442, 109.636551, 110.58000200000001, 111.301949, 111.66289499999999, 111.92543799999999, 111.75315900000001, 111.35118100000001, 110.612801, 109.611984, 110.096001, 110.522598, 111.46601100000001, 110.29286200000001, 110.81793200000001, 109.96473700000001, 109.267403, 109.250992, 110.227226, 110.48978400000001, 109.611984, 108.340332, 108.250099, 108.611076, 109.111526, 109.5299, 110.67024199999999, 108.18447900000001, 108.06963300000001, 106.994919, 105.862778, 105.79718000000001, 105.35414899999999, 106.158134, 104.681412, 104.763451, 106.092499, 104.205589, 104.435326, 104.74695600000001, 105.282875, 106.725655, 106.082581, 105.777519, 104.54908, 105.480721, 106.857574, 107.77271299999998, 108.803261, 110.41095, 110.320297, 110.452179, 111.598183, 110.806671, 108.803261, 108.333344, 108.696083, 107.945854, 108.572441, 107.68203000000001, 109.42986299999998, 109.363922, 110.880898, 110.95510900000001, 110.33676899999999, 109.924522, 107.673775, 107.360474, 106.626717, 106.17326399999999, 103.4608, 104.021439, 99.148903, 99.000519, 92.55323800000001, 96.856934, 92.578011, 96.733238, 97.384598, 99.44569399999999, 98.59652700000001, 98.662491, 94.40831800000001, 92.866562, 92.940788, 95.999504, 97.35159300000001, 95.867554, 97.260933, 100.055817, 100.319649, 100.764824, 99.709572, 97.161964, 96.452927, 99.173653, 98.143105, 95.570778, 96.18911, 97.071281, 98.415131, 100.11350999999999, 100.706047, 99.703316, 99.58728, 96.65361, 93.52934300000001, 94.092873, 96.330399, 97.407738, 95.418808, 96.172966, 93.769676, 91.10118100000001, 93.098389, 94.822144, 96.537598, 95.89119699999999, 99.098343, 99.197777, 100.067932, 99.869049, 101.57621, 99.637001, 101.584496, 100.382874, 100.822098, 102.736427, 103.99605600000001, 101.973969, 103.009895, 106.598274, 106.57338700000001, 104.004372, 101.103851, 102.75299100000001, 104.625877, 103.98779300000001, 104.634201, 105.97672299999999, 102.065163, 103.026482, 104.965675, 103.971214, 104.485008, 102.82755300000001, 101.19502299999999, 101.087273, 99.164635, 98.775139, 96.595612, 96.413261, 99.2061, 99.48782299999999, 103.581696, 103.565163, 103.473991, 104.601028, 104.634201, 105.023697, 102.719872, 104.460136, 102.93531800000001, 101.973969, 100.888351, 101.25302099999999, 101.403099, 100.318954, 103.35462199999999, 103.554794, 104.472153, 105.406219, 105.489594, 104.105225, 105.181046, 104.66397099999999, 106.331924, 106.49871100000001, 106.78227199999999, 106.507057, 106.765602, 107.69131499999999, 107.74968, 108.008202, 107.44944, 107.866417, 109.059021, 109.634483, 110.043121, 109.75956000000001, 109.634483, 110.551849, 109.984756, 109.934715, 109.55938700000002, 109.517723, 110.47679099999999, 110.651901, 112.20308700000001, 112.12805900000001, 112.41158300000001, 112.745193, 112.886971, 112.053017, 112.886971, 112.745193, 112.219788, 113.462379, 113.762642, 113.812683, 113.445724, 113.946106, 114.196281, 114.388123, 114.721741, 114.271378, 114.86351, 114.513222, 114.046219, 112.37825, 113.16221599999999, 114.288048, 114.730042, 114.738396, 116.806648, 116.681541, 117.35709399999999, 117.519585, 117.98024699999999, 117.63685600000001, 117.444229, 116.59816699999999, 116.975098, 118.616882, 118.248329, 117.66199499999999, 117.46091499999999, 117.946785, 118.809532, 118.323692, 117.15104699999999, 117.092354, 115.777336, 113.83398400000002, 114.755394, 116.254807, 114.872658, 114.79729499999999, 116.49769599999999, 116.103996, 115.35850500000001, 115.55116299999999, 114.579498, 115.01507600000001, 116.58981299999999, 117.40230600000001, 117.594955, 117.159416, 117.888145, 117.53633899999998, 116.64009899999999, 114.755394, 114.839149, 114.378464, 113.700005, 113.93453999999998, 113.591103, 112.33466299999999, 111.689682, 111.262482, 109.612328, 108.67418700000002, 110.54211399999998, 110.73476399999998, 110.793442, 111.01120800000001, 110.65102399999999, 111.991219, 110.366211, 110.123299, 107.350769, 107.300499, 108.112999, 110.54211399999998, 110.60916100000001, 111.48863999999999, 110.073082, 111.337883, 110.62586999999999, 111.798569, 112.94196299999999, 113.160851, 114.25544, 114.07019, 111.510605, 112.36941499999999, 110.56761200000001, 111.123306, 112.125267, 111.80528999999999, 114.59223200000001, 114.937477, 115.69519, 115.173225, 114.078659, 113.93548600000001, 112.94196299999999, 112.958801, 112.41152199999999, 114.297501, 114.028084, 114.81111100000001, 115.66154499999999, 115.964638, 114.903778, 113.74180600000001, 112.76518200000001, 112.790421, 114.651154, 116.76451899999999, 116.76451899999999, 115.94779199999999, 115.846748, 115.04686000000001, 117.328621, 117.555939, 118.14533999999999, 118.28848300000001, 118.389496, 118.583176, 118.52422299999999, 118.54106100000001, 118.675797, 119.551445, 119.71143300000001, 119.71984099999999, 119.357758, 119.408348, 118.43164099999998, 119.14728500000001, 119.17251599999999, 119.054657, 119.14728500000001, 118.28848300000001, 118.852539, 118.743149, 118.642151, 121.05013999999998, 121.52163700000001, 120.83123799999998, 121.16803700000001, 121.572174, 123.424454, 123.971825, 123.550789, 123.44976000000001, 123.51709699999999, 123.525566, 123.4739, 123.287697, 121.975647, 121.290024, 122.432732, 121.865623, 122.18728600000001, 122.314247, 122.81368300000001, 123.693977, 123.702469, 123.27925900000001, 122.060326, 121.28156299999999, 121.34929699999999, 120.95146899999999, 121.95871000000001, 123.194534, 123.75326499999998, 123.431618, 121.374672, 121.391609, 119.70713, 119.368523, 119.71561399999999, 119.647865, 119.647865, 120.90065, 119.825668, 120.071114, 121.01071200000001, 118.26815800000001, 116.84608500000002, 116.94766200000001, 117.04078700000001, 116.634445, 115.06001299999998, 114.865349, 115.43248700000001, 117.768753, 117.819496, 118.039574, 119.647865, 119.39394399999999, 118.7845, 119.74099, 120.29962900000001, 120.32503500000001, 119.732506, 119.563255, 119.774864, 120.181145, 120.545143, 120.595955, 121.417, 121.476234, 120.731346, 120.28276100000001, 121.696358, 123.05066699999999, 122.136452, 122.83903500000001, 121.72402199999999, 121.34896100000002, 120.83750900000001, 120.675529, 119.371201, 121.400093, 124.511597, 124.230301, 124.775848, 124.43488300000001, 124.076874, 124.39225, 125.381126, 125.37262, 125.28733799999999, 125.37262, 125.35556000000001, 126.165352, 126.44670900000001, 127.128654, 127.333252, 127.367378, 128.083481, 127.93, 128.432922, 127.93, 127.61457800000001, 128.927399, 127.478172, 128.765457, 128.859207, 128.688705, 129.40476999999998, 129.379196, 129.59231599999998, 129.70311, 129.822464, 129.669052, 130.640854, 129.01263400000002, 128.228378, 129.48152199999998, 127.01786000000001, 127.88739, 129.49855, 129.242783, 129.669052, 130.359528, 131.52742, 131.706467, 131.94519, 132.50778200000002, 133.010712, 132.71234099999998, 132.899902, 133.607437, 133.431061, 132.694641, 132.386368, 133.311188, 132.172363, 133.23408500000002, 132.67752099999998, 133.739319, 133.739319, 134.15033, 133.61944599999998, 134.278793, 132.917252, 133.456741, 132.857346, 133.756454, 134.218826, 135.862854, 136.30809, 135.974121, 132.82308999999998, 134.783936, 132.81458999999998, 131.983978, 133.131348, 133.722229, 135.10073899999998, 135.186386, 135.73439, 135.49461399999998, 136.402283, 136.727646, 135.528931, 136.787643, 138.17468300000002, 138.525787, 139.227951, 139.861526, 139.467697, 139.921524, 140.032776, 141.479904, 142.241943, 141.574081, 142.94409199999998, 142.93554699999999, 143.141052, 142.0793, 141.668274, 141.548447, 142.396118, 141.471344, 141.99366799999999, 139.95575, 140.72641000000002, 140.049927, 138.089111, 139.339264, 141.111725, 141.111725, 139.656052, 138.500122, 140.606506, 139.724518, 140.803436, 141.91661100000002, 139.95575, 136.487885, 136.926041, 135.195847, 136.495621, 137.847137, 138.656235, 138.08810400000002, 138.897308, 138.768173, 138.828354, 140.326187, 141.126694, 142.142441, 142.194077, 144.130905, 144.191101, 144.742065, 144.199738, 144.569901, 145.361771, 145.619995, 145.904099, 145.594254, 145.060532, 145.413422, 145.56835900000002, 145.12077299999999, 145.12077299999999, 145.224106, 146.902603, 147.152267, 146.937088, 146.102051, 145.628677, 146.16233799999998, 145.740601, 145.56835900000002, 145.998795, 145.249878, 143.218445, 142.744995, 141.832565, 142.52981599999998, 141.651794, 142.942993, 143.425003, 142.891312, 140.593063, 141.09231599999998, 141.316071, 140.868469, 141.505463, 142.676132, 142.85690300000002, 142.925781, 144.294449, 145.361771, 145.81800800000002, 145.43066399999998, 145.75773600000002, 146.601334, 147.255539, 148.959885, 148.710266, 147.670578, 146.987213, 146.64122, 146.217361, 146.77963300000002, 146.104935, 145.32646200000002, 146.476913, 146.33853100000002, 144.98911999999999, 146.08766200000002, 144.824738, 143.13806200000002, 143.241852, 146.329834, 147.272629, 147.86087, 146.788284, 148.838333, 149.833038, 150.845078, 150.853699, 151.72738600000002, 151.000793, 151.502441, 152.194458, 152.436676, 153.249741, 152.488541, 152.056061, 152.419388, 152.955658, 152.471252, 153.249741, 151.312149, 153.353577, 153.379501, 153.068069, 154.29634099999998, 155.066238, 155.740906, 155.19593799999998, 154.858582, 154.374222, 155.619766, 156.39828500000002, 156.242599, 156.28585800000002, 156.666443, 156.56263700000002, 156.156097, 155.48143000000002, 155.46409599999998, 154.78071599999998, 156.510742, 156.9086, 156.346375, 154.59046899999998, 154.08010900000002, 154.062851, 155.022949, 154.529907, 157.168106, 156.98646499999998, 157.899673, 158.74324, 159.091125, 159.899902, 159.89119, 159.865158, 160.62176499999998, 159.082428, 159.056351, 158.595398, 159.569473, 159.60420200000002, 159.708572, 160.143448, 158.01271100000002, 159.734695, 160.595673, 160.386978, 159.708572, 160.17820700000001, 160.282593, 158.96936000000002, 155.577576, 154.812271, 155.73413100000002, 154.238297, 155.873276, 154.96011399999998, 151.472687, 152.533737, 152.342377, 154.351349, 156.26461799999998, 156.551636, 158.26495400000002, 158.343201, 159.160721, 160.039078, 160.230408, 159.16940300000002, 160.108643, 159.92601000000002, 160.81308, 160.752182, 160.760895, 161.604507, 162.013229, 160.873962, 163.135178, 163.28298999999998, 163.656937, 163.726517, 163.639587, 162.83075, 162.874268, 161.047913, 160.595673, 162.048035, 163.204681, 162.335052, 163.28298999999998, 162.649673, 161.977051, 162.745758, 161.575302, 161.23461899999998, 162.02948, 163.357224, 164.44041399999998, 164.990723, 164.7724, 162.824356, 161.02491799999999, 161.688812, 163.42709399999998, 159.994171, 158.55281100000002, 159.80200200000002, 160.902634, 162.588547, 162.815659, 163.383408, 164.1259, 163.74156200000002, 164.07351699999998, 162.72833300000002, 163.24366799999999, 164.003632, 164.49281299999998, 164.510254, 164.274399, 164.588882, 163.15631100000002, 164.117188, 163.942474, 164.187088, 165.785629, 165.934143, 165.147964, 163.697922, 164.265671, 164.868423, 163.828934, 165.209076, 165.610901, 166.27478, 167.296829, 167.17453, 168.039291, 168.310074, 168.502243, 168.41488600000002, 168.755585, 169.856201, 170.668579, 170.843338, 170.860825, 170.266754, 169.061325, 169.576706, 169.716461, 170.188187, 171.43731699999998, 171.629501, 171.977921, 171.925278, 170.889542, 171.661957, 171.539108, 171.87261999999998, 171.784805, 172.93464699999998, 173.110168, 173.961533, 173.355896, 172.24121100000002, 173.013611, 172.328995, 172.566025, 173.434906, 173.110168, 173.750885, 171.776016, 173.53143300000002, 173.206741, 173.961533, 174.347687, 174.35652199999998, 173.54028300000002, 173.610428, 172.86441000000002, 172.890732, 169.47644, 168.958603, 170.178589, 168.528534, 168.581192, 167.668365, 169.608093, 170.09960900000002, 169.862671, 171.012436, 171.819931, 171.784805, 173.22430400000002, 174.128296, 174.593491, 175.102585, 174.830444, 175.716934, 175.831055, 175.760895, 175.664261, 176.164612, 176.076813, 175.98023999999998, 175.725723, 176.515671, 176.05928, 174.94456499999998, 175.602844, 175.804733, 174.777802, 174.646118, 175.962677, 176.19970700000002, 177.13884, 176.97920200000002, 175.612411, 174.607147, 175.97396899999998, 173.13453700000002, 174.510178, 174.19271899999998, 173.734207, 171.379715, 171.406219, 173.29332, 173.090408, 170.418579, 173.39906299999998, 169.960022, 168.02005, 165.26001000000002, 165.515717, 164.395782, 164.25474499999999, 166.194672, 167.80838, 171.13284299999998, 169.915955, 171.89119, 173.213913, 172.97583, 174.9599, 174.695358, 175.81526200000002, 177.825775, 177.922791, 177.305542, 178.42543, 179.13966399999998, 179.30719, 179.871567, 180.047943, 179.85398899999998, 180.056732, 180.100876, 180.215485, 181.256012, 180.965027, 181.282471, 182.25247199999998, 182.763916, 182.631577, 183.09896899999998, 182.71101399999998, 181.441193, 182.613998, 183.319427, 183.116623, 183.416428, 182.19073500000002, 182.067276, 179.14851399999998, 180.056732, 177.146774, 175.929901, 174.51899699999998, 177.94041399999998, 182.340698, 183.11647, 183.958832, 184.207092, 184.224823, 184.818893, 185.0672, 184.074112, 182.247574, 182.149979, 178.860443, 177.175781, 179.383591, 182.566742, 181.103745, 179.685043, 179.179642, 178.0979, 176.466446, 178.78063999999998, 179.161957, 180.06634499999998, 182.744095, 181.742126, 182.16769399999998, 179.764816, 177.459442, 179.099823, 176.847672, 179.03775, 181.626877, 180.935242, 182.76181, 182.25640900000002, 181.440659, 183.373596, 183.480026, 185.24449199999998, 186.007034, 186.299667, 186.317368, 186.184402, 187.30159, 187.275009, 187.807037, 187.64743, 187.425735, 186.787354, 187.966629, 187.195221, 186.406036, 186.60998500000002, 183.985428, 184.747971, 181.75096100000002, 181.32536299999998, 183.630737, 182.504684, 184.943024, 184.393311, 186.60998500000002, 185.758835, 187.39846799999998, 187.033279, 185.982346, 183.257004, 182.82058700000002, 183.239182, 185.474655, 183.853714, 183.203568, 183.862625, 185.10058600000002, 184.610779, 185.234222, 186.053604, 187.068878, 186.222778, 186.579041, 187.416245, 187.362778, 185.207474, 186.899704, 186.677032, 187.594391, 188.066437, 188.502869, 187.719086, 188.315811, 187.540955, 185.661713, 187.674576, 188.208954, 186.053604, 185.287643, 186.026871, 188.47610500000002, 187.576584, 187.01544199999998, 187.05110200000001, 189.00161699999998, 189.206436, 189.79425, 189.731918, 189.59831200000002, 190.150497, 189.69628899999998, 187.656723, 189.437973, 189.22425800000002, 188.04861499999998, 188.431595, 188.244522, 188.743301, 187.149048, 186.82841499999998, 185.67955, 185.652771, 187.879379, 188.485001, 187.042175, 186.240616, 187.255951, 187.558762, 189.509232, 188.66798400000002, 189.634552, 189.768814, 188.390533, 187.817703, 187.781937, 183.84411599999999, 184.228943, 185.705627, 185.535583, 185.007584, 186.171021, 183.04759199999998, 183.378723, 185.687698, 187.73718300000002, 188.55161999999999, 188.488998, 190.001465, 190.16258200000001, 190.261047, 189.509262, 189.169144, 188.104126, 186.153122, 185.07019, 187.34343, 188.63218700000002, 188.67691000000002, 188.390533, 187.75512700000002, 187.388199, 188.005722, 186.46636999999998, 186.10836799999998, 188.453201, 186.752731, 186.976517, 186.74379, 187.42396499999998, 188.47108500000002, 187.925125, 186.439514, 182.546402, 177.051315, 169.596252, 167.600449, 174.035263, 178.34004199999998, 178.348999, 176.90815700000002, 171.627823, 174.885483, 175.010788, 172.361679, 176.693329, 174.330627, 175.279236, 176.07578999999998, 175.42247, 177.615128, 179.154449, 178.751724, 175.830673, 176.739288, 174.445267, 174.166397, 173.536621, 173.491669, 169.137482, 169.23646499999998, 172.394135, 172.843948, 175.425858, 178.547516, 177.935776, 179.393204, 181.012482, 181.12043799999998, 181.29136699999998, 180.148849, 179.285202, 182.038071, 182.865723, 182.95564299999998, 182.721786, 181.588257, 184.65593, 186.680099, 186.221283, 185.86141999999998, 187.975525, 187.86758400000002, 187.057922, 189.270996, 189.819763, 189.243988, 189.05508400000002, 188.956131, 187.192871, 187.624664, 186.887009, 184.278107, 182.20898400000002, 184.979797, 184.84489399999998, 187.777634, 187.61570700000001, 188.299408, 188.08345, 188.335403, 188.308426, 188.524338, 187.741653, 189.531876, 187.597702, 184.970825, 188.578293, 187.435791, 186.176315, 184.727905, 185.204697, 181.615219, 182.532806, 184.44902, 187.147888, 184.296097, 181.012848, 182.50604199999998, 184.16217, 186.442734, 186.134995, 185.709686, 187.691544, 186.36123700000002, 184.496979, 181.917801, 182.225494, 179.92688, 175.610184, 173.682556, 173.854523, 175.257233, 170.8862, 173.691574, 169.96312, 170.189346, 168.008362, 168.949554, 172.41558799999999, 169.80928, 172.125977, 170.252701, 171.139572, 175.31153899999998, 175.248169, 172.089813, 173.12146, 173.392975, 170.089828, 167.800217, 167.80925, 167.664505, 165.48349, 168.895248, 171.745911, 174.551346, 173.83639499999998, 173.75499, 176.270767, 174.044525, 174.840927, 176.958557, 176.551331, 175.16670200000002, 179.284378, 180.089752, 180.795654, 181.383881, 181.528702, 179.546783, 180.433685, 180.578476, 183.492477, 183.25718700000002, 182.958542, 184.017349, 185.184769, 185.912491, 186.176315, 186.076202, 184.848236, 184.766357, 184.875488, 186.585632, 187.404327, 186.949509, 188.222961, 187.613495, 185.73967, 187.768158, 185.521332, 186.021622, 185.585037, 187.31333899999998, 189.205368, 189.214478, 189.005249, 190.33334399999998, 190.933685, 191.115616, 190.08776899999998, 190.08776899999998, 189.760254, 190.042282, 190.433411, 188.705063, 187.686279, 189.178101, 187.531647, 186.485535, 186.449203, 187.131424, 187.28604099999998, 189.614746, 187.840927, 187.895508, 186.25813300000002, 188.09565700000002, 186.340057, 186.394577, 185.748718, 186.922195, 186.667496, 189.08711200000002, 190.369705, 190.424301, 191.24301100000002, 190.87913500000002, 191.270309, 191.852432, 191.27938799999998, 192.252701, 192.55285600000002, 193.180527, 192.916718, 191.088379, 189.614746, 189.24179099999998, 188.977982, 189.541931, 188.836075, 190.052185, 190.59169, 190.280792, 192.758713, 185.836945, 182.50860600000001, 185.800385, 188.964081, 191.542572, 191.944946, 190.564194, 191.707199, 191.588303, 194.44116200000002, 195.12695300000001, 196.544189, 196.51676899999998, 197.614014, 197.34887700000002, 197.87918100000002, 197.67803999999998, 198.50096100000002, 197.751221, 198.638123, 198.098648, 198.190094, 197.979782, 198.20834399999998, 198.528381, 198.3638, 197.09285, 197.668869, 197.87918100000002, 199.497635, 199.378769, 199.497635, 199.003876, 199.927399, 199.753647, 200.32974199999998, 199.296494, 199.671371, 200.119415, 199.826843, 199.817657, 200.219971, 199.195908, 199.05874599999999, 198.683853, 199.66223100000002, 199.333054, 198.76615900000002, 198.775284, 199.671371, 200.274857, 200.256561, 199.799377, 195.017227, 197.815155, 194.971451, 194.898346, 196.845917, 196.085022, 196.12178, 196.130997, 198.33656299999998, 199.58638, 198.49281299999998, 196.884567, 198.10681200000002, 199.090118, 197.28891000000002, 198.777664, 198.29977399999999, 197.28891000000002, 198.16194199999998, 198.29977399999999, 197.619751, 198.649017, 196.140182, 196.39750700000002, 195.754211, 195.855316, 195.175232, 196.39750700000002, 196.921326, 196.553741, 196.645615, 197.481918, 196.82019, 196.425064, 195.901245, 195.322281, 195.331467, 193.916214, 192.7491, 191.86686699999998, 191.655472, 195.88284299999998, 196.765076, 198.851212, 199.347443, 198.887939, 199.044205, 200.597275, 200.220474, 201.249771, 200.799454, 202.31578100000002, 202.710999, 202.821228, 203.574799, 202.61908, 203.014267, 202.527191, 201.782791, 201.883835, 203.096924, 203.74023400000002, 206.40528899999998, 206.910736, 208.160538, 207.92163100000002, 209.309296, 207.581619, 208.436249, 208.028595, 208.481552, 209.28581200000002, 208.703445, 208.342865, 208.64798000000002, 209.165634, 207.436981, 207.39076200000002, 206.632751, 208.213501, 209.45224, 209.28581200000002, 210.034561, 209.34127800000002, 209.34127800000002, 209.93290699999997, 209.405945, 209.88670299999998, 209.147141, 209.609329, 208.832855, 209.600113, 209.054703, 210.395096, 212.216156, 211.99433900000002, 211.661514, 210.34886200000003, 210.33036800000002, 210.413589, 210.552246, 212.00355499999998, 211.624527, 211.633789, 211.91111800000002, 213.16832000000002, 214.00950600000002, 215.17430099999999, 216.033981, 217.16172799999998, 216.97686800000002, 217.318909, 218.61308300000002, 218.41893, 218.566818, 218.844162, 219.18620299999998, 218.594604, 221.65438799999998, 220.25852999999998, 220.39718599999998, 219.74086, 219.084534, 218.67777999999998, 218.955078, 219.72236600000002, 219.83329799999998, 218.992081, 220.887131, 220.452637, 220.065475, 219.824112, 217.001648, 217.512314, 217.280182, 217.12234500000002, 216.89953599999998, 218.47789, 218.682144, 219.378448, 218.86782799999997, 218.487167, 218.626434, 217.976532, 218.589294, 218.36647000000002, 218.49641400000002, 218.236481, 217.280182, 215.868973, 217.78155499999997, 217.13162200000002, 216.732422, 218.49641400000002, 217.80011000000002, 220.19547999999998, 221.476685, 221.337448, 221.523102, 221.04031400000002, 221.59738199999998, 221.680954, 221.411713, 221.671661, 222.544403, 222.507248, 222.30300899999997, 222.702225, 222.24728399999998, 221.875946, 223.101471, 222.89718599999998, 218.94210800000002, 219.824112, 221.253876, 222.377258, 222.86935400000002, 223.389252, 224.45692400000001, 224.410538, 224.21556099999998, 224.15986600000002, 225.942413, 226.694489, 226.527374, 225.803177, 226.22099300000002, 226.332382, 225.988892, 225.942413, 227.047287, 226.75947599999998, 226.32310499999997, 226.372559, 228.25711099999998, 226.717712, 226.66174300000003, 226.559128, 226.829727, 226.978958, 225.150391, 227.165558, 225.169022, 225.588852, 225.97140499999998, 226.49383500000002, 224.42268399999998, 225.87808199999998, 226.120636, 225.952713, 227.650711, 228.033203, 229.096802, 229.068771, 229.190079, 230.43090800000002, 230.53353900000002, 230.32829300000003, 230.27229300000002, 230.832062, 230.84141499999998, 230.626785, 230.35629300000002, 230.225662, 230.738785, 230.85076899999999, 230.402954, 230.822754, 231.251907, 230.6828, 230.673447, 227.41745, 227.753311, 230.01101699999998, 229.98307799999998, 230.384232, 226.792358, 226.437866, 226.615112, 228.98481800000002, 228.16381800000002, 227.63205, 228.16381800000002, 228.17317200000002, 228.43437200000002, 229.516602, 230.8974, 231.22395299999997, 229.56327799999997, 230.34692400000003, 230.318939, 230.048355, 232.50206, 233.28578199999998, 233.39768999999998, 233.32308999999998, 233.637161, 234.134109, 234.368469, 234.45285, 233.824692, 233.871567, 233.39338700000002, 233.534027, 234.443497, 234.724777, 235.549866, 236.571808, 237.07811, 237.359406, 238.76577799999998, 238.49386600000003, 238.100067, 238.728271, 239.103317, 238.747025, 239.037674, 239.356461, 239.525223, 239.759613, 239.825241, 241.062866, 240.12524399999998, 240.54716499999998, 239.356461, 239.665848, 241.62539700000002, 240.72535699999997, 241.100327, 241.41912799999997, 241.51290899999998, 242.319229, 242.69426, 242.52549700000003, 242.938004, 242.056717, 241.981644, 242.20671099999998, 241.644165, 240.434677, 242.478592, 241.76602200000002, 242.178558, 243.76306200000002, 243.54747000000003, 244.10997000000003, 243.98812900000001, 246.463333, 246.31332400000002, 248.46980299999998, 247.954117, 247.654083, 246.76338199999998, 246.81025699999998, 247.58845499999998, 248.938614, 249.688629, 250.12927200000001, 250.101181, 249.079208, 251.153397, 252.746033, 251.775375, 251.643448, 252.16175800000002, 252.09581, 251.79422000000002, 251.916733, 252.435043, 251.483246, 253.283142, 254.885162, 255.959488, 257.665283, 258.136414, 258.72070299999996, 258.32489, 260.209625, 261.905975, 261.010712, 263.498535, 263.055695, 264.252472, 266.401062, 266.966553, 266.862793, 266.975922, 270.066925, 268.276398, 265.524689, 265.65661600000004, 265.35497999999995, 259.57827799999995, 248.722015, 253.622482, 252.246567, 242.78508, 246.43206800000002, 250.050812, 250.672806, 254.05589300000003, 257.297699, 257.373077, 255.761581, 254.48939500000003, 254.819229, 258.88092, 261.887085, 258.617035, 255.997208, 252.274841, 253.575333, 256.506134, 257.15640299999995, 257.06213399999996, 258.306152, 262.801239, 262.471344, 260.775085, 259.43692000000004, 259.154175, 259.435242, 255.924973, 256.36016800000004, 255.868179, 249.472214, 244.1548, 250.834671, 246.56753500000002, 245.83892799999998, 248.98020899999997, 243.606079, 246.728348, 249.368164, 251.33618199999998, 245.734894, 246.94598399999998, 250.872467, 249.55738799999997, 251.610489, 250.872467, 252.935089, 255.641083, 255.83039900000003, 254.41111800000002, 252.25392200000002, 252.21606400000002, 248.81935099999998, 249.43438700000002, 251.97003199999997, 252.206604, 250.266983, 250.71167000000003, 249.027512, 248.47874500000003, 251.695648, 252.54722599999997, 252.54722599999997, 254.988251, 257.37255899999997, 258.157867, 258.280914, 256.502075, 257.58078, 257.363129, 256.719727, 258.64984100000004, 257.930786, 258.640411, 258.11062599999997, 257.495575, 254.534119, 257.930786, 256.35073900000003, 258.867554, 260.097504, 260.286804, 262.462921, 262.434509, 263.210358, 263.560455, 263.901062, 263.058929, 263.721283, 263.384796, 262.84314, 261.835693, 262.282379, 260.638153, 261.113373, 257.558838, 258.12912, 255.990707, 257.454346, 257.824951, 258.376221, 257.463776, 259.564209, 261.759613, 264.116669, 265.06701699999996, 263.128204, 265.513733, 265.722809, 265.485229, 266.559143, 267.119965, 266.112488, 265.808319, 266.302521, 267.64267, 269.923615, 269.286865, 267.462036, 266.064972, 267.376465, 266.92981000000003, 268.383972, 269.533936, 270.522339, 271.415771, 271.301666, 270.931061, 269.115723, 268.10836800000004, 269.819061, 267.80422999999996, 269.971069, 270.921539, 271.501343, 272.138062, 271.976501, 271.615356, 273.25, 275.40741, 275.540497, 277.023102, 275.901672, 275.911133, 275.435944, 274.694611, 273.867798, 273.33554100000003, 273.81073, 274.713593, 274.78018199999997, 276.405334, 276.45282000000003, 274.98919700000005, 276.481384, 276.77600099999995, 279.018982, 278.764008, 277.837982, 277.580231, 276.74963399999996, 277.52288799999997, 277.551575, 278.515869, 278.35348500000003, 278.506256, 276.329529, 274.782898, 274.782898, 274.381927, 265.694153, 259.84179700000004, 263.450592, 261.97076400000003, 267.698944, 267.746735, 263.880157, 263.73703, 262.553131, 261.216583, 253.30206299999998, 257.846466, 253.311615, 251.908218, 255.641052, 258.371552, 261.121155, 259.574493, 261.006561, 262.658173, 268.28140299999995, 267.79443399999997, 265.17861899999997, 260.22369399999997, 259.73681600000003, 257.96109, 260.65332, 261.331146, 256.910828, 252.15643300000002, 253.015656, 251.32583599999998, 255.38334700000001, 256.242554, 262.14263900000003, 261.56982400000004, 263.16418500000003, 266.648804, 258.00878900000004, 257.617371, 251.631332, 252.10870400000002, 252.16595499999997, 253.43572999999998, 253.349808, 248.67176800000001, 243.79324300000002, 243.52590899999998, 239.878937, 235.97419700000003, 231.139191, 225.03179900000003, 236.40152, 238.216446, 237.909164, 239.99296600000002, 240.24263, 234.509766, 242.36486800000003, 244.27581800000002, 246.570862, 247.723206, 248.597061, 248.69311499999998, 247.175873, 250.008698, 250.613632, 252.51499900000002, 255.876007, 252.418961, 252.947128, 253.081543, 255.223007, 253.283234, 252.947128, 256.95153799999997, 259.20813, 259.333008, 261.157471, 262.252258, 261.90655499999997, 259.409851, 259.726715, 259.870758, 263.21252400000003, 264.067139, 263.48141499999997, 266.3526, 266.81356800000003, 267.351318, 266.400696, 268.05233799999996, 268.417236, 268.225189, 268.10992400000003, 267.610535, 269.281525, 268.302002, 267.937073, 266.31424, 264.08633399999997, 263.558197, 267.380127, 268.388397, 270.16497799999996, 269.992035, 271.326019, 272.309814, 272.377319, 271.557465, 274.624664, 269.339142, 269.136566, 271.142761, 269.724884, 270.747253, 272.454498, 275.685608, 275.820648, 276.254669, 276.987671, 278.328339, 278.54055800000003, 277.113068, 278.058319, 277.98114, 279.861938, 279.67861899999997, 279.861938, 279.17712400000005, 279.726898, 279.96795699999996, 282.485352, 281.858429, 281.684845, 282.996582, 283.440216, 283.5849, 281.453369, 280.845673, 283.594574, 282.427521, 277.711029, 277.325256, 276.486145, 277.87506099999996, 270.891968, 273.341827, 274.942902, 277.489227, 275.69518999999997, 273.872345, 276.341431, 275.49267599999996, 272.12652599999996, 272.743835, 270.207153, 268.39395099999996, 269.126923, 265.500397, 264.825195, 270.573669, 272.91745, 274.692108, 277.440979, 278.714111, 278.646637, 278.15475499999997, 279.30246, 278.993866, 279.100006, 282.02243, 282.658997, 285.359589, 284.94482400000004, 284.595917, 281.80456499999997, 281.523499, 282.52179, 283.97558599999996, 286.55368, 287.299988, 289.596954, 289.267426, 287.677979, 288.03652999999997, 289.412811, 290.091217, 291.38998399999997, 291.486847, 290.54681400000004, 288.56958, 289.626038, 288.01715099999996, 288.72463999999997, 290.78909300000004, 292.15564, 290.76001, 292.708038, 292.174988, 291.457825, 288.269165, 285.758942, 283.60733, 275.078369, 278.93576, 279.100555, 284.576477, 282.638062, 279.197479, 283.539398, 275.155853, 275.88278199999996, 279.9534, 283.326233, 281.155212, 283.442535, 283.355286, 276.07659900000004, 279.129608, 278.034424, 279.99221800000004, 283.568512, 283.442535, 281.785187, 284.98358199999996, 288.647125, 288.870087, 289.015411, 288.947571, 291.002289, 292.010284, 291.816437, 290.91507, 291.651672, 291.82611099999997, 291.80670200000003, 290.428009, 290.359833, 288.081482, 289.78537, 289.18170200000003, 287.62381, 288.957764, 285.52063, 280.47705099999996, 282.77493300000003, 286.601471, 285.36483799999996, 280.934662, 283.60253900000004, 285.52063, 288.480621, 288.159332, 291.012207, 290.54486099999997, 291.401672, 290.12616, 292.09295699999996, 291.138733, 291.98590099999996, 292.463013, 293.660614, 295.31582599999996, 295.22818, 296.133759, 295.345062, 298.081146, 299.278717, 298.94766200000004, 299.015808, 300.067413, 300.807434, 300.23294100000004, 300.865753, 300.963165, 301.40130600000003, 303.582367, 303.80627400000003, 303.71868900000004, 302.58923300000004, 302.102356, 302.774231, 305.120789, 305.812073, 307.17526200000003, 306.036011, 303.43631, 301.40130600000003, 303.261017, 303.80627400000003, 306.581268, 305.61734, 305.27655, 306.143127, 308.78179900000003, 308.96679700000004, 311.089386, 311.157562, 311.177032, 312.45254500000004, 313.822418, 314.301849, 314.311646, 315.984802, 315.906494, 314.164856, 314.92804, 317.873199, 315.466217, 316.669739, 315.779327, 317.462311, 319.614868, 318.695129, 320.886871, 320.397675, 321.121704, 323.792938, 324.80078100000003, 324.164764, 324.20385699999997, 324.575714, 321.689209, 316.53274500000003, 319.849731, 319.58551, 320.622711, 314.800873, 317.139404, 321.972961, 325.691132, 326.787018, 325.04534900000004, 327.471954, 328.03945899999997, 330.152954, 329.80069, 330.329071, 329.477783, 331.05307, 329.693085, 326.297821, 315.475983, 305.916382, 304.791199, 291.102509, 289.87939500000005, 302.433044, 293.773682, 306.121857, 295.94586200000003, 291.053558, 268.323883, 282.208282, 268.45108, 242.76641800000002, 263.519592, 234.68432599999997, 247.355408, 234.83107, 235.330078, 225.18873599999998, 219.431061, 239.31224100000003, 242.89479100000003, 257.077362, 249.42013500000002, 257.520233, 253.68180800000002, 242.26489300000003, 247.85525499999997, 244.27270499999997, 260.67956499999997, 260.94534300000004, 269.704834, 273.809021, 271.30911299999997, 279.31082200000003, 273.375977, 274.69482400000004, 282.11578399999996, 277.145508, 268.73046899999997, 274.69482400000004, 274.67511, 278.503754, 282.519348, 281.22018399999996, 288.582092, 285.895233, 278.326569, 279.09429900000003, 281.672913, 279.76355, 283.139404, 287.82428, 287.88330099999996, 282.145355, 277.155365, 280.472198, 281.761536, 290.343842, 287.361664, 292.243408, 290.225769, 290.776947, 294.35943599999996, 298.739227, 298.18807999999996, 299.516785, 300.727325, 303.217377, 307.252716, 306.445618, 314.299652, 318.098785, 315.726807, 313.965057, 295.865326, 299.408508, 302.20367400000003, 308.020386, 306.740906, 306.85900899999996, 305.105347, 307.06265299999995, 308.476257, 300.607452, 303.830109, 296.613739, 300.973206, 304.828522, 306.96380600000003, 308.654205, 313.419037, 310.18649300000004, 312.55896, 310.77957200000003, 313.95285, 311.23431400000004, 315.26763900000003, 318.164063, 317.11621099999996, 318.035522, 320.605774, 321.287872, 323.116669, 319.261322, 317.20517, 319.518341, 317.491852, 321.396606, 320.24987799999997, 322.780548, 325.024567, 326.280029, 328.306519, 330.501129, 330.738403, 331.726929, 328.988647, 333.575531, 332.972443, 332.98236099999997, 334.04013100000003, 334.76178, 333.36792, 334.405914, 335.592133, 338.992767, 340.179016, 343.589508, 344.340759, 346.565033, 345.30957, 348.56189, 353.60348500000003, 341.434479, 338.646729, 329.393921, 335.89859, 330.066162, 330.234192, 334.583801, 336.27426099999997, 334.939697, 331.993835, 328.171692, 324.519287, 327.82431, 320.221741, 321.075287, 326.266083, 331.685181, 329.878784, 332.37994399999997, 334.513794, 331.337799, 337.213409, 332.419617, 338.205933, 341.20327799999995, 344.250275, 349.788452, 347.505707, 345.322174, 344.895416, 344.686981, 339.446564, 340.806305, 340.161163, 342.027069, 343.18829300000004, 336.846222, 335.684937, 324.211609, 327.506714, 324.09249900000003, 327.725098, 333.511383, 340.965088, 347.614868, 347.535461, 351.902496, 351.386383, 353.99667400000004, 350.562592, 355.415955, 359.85247799999996, 357.91705299999995, 353.609589, 355.098358, 352.666718, 354.780731, 360.49755899999997, 359.941772, 360.944214, 359.346283, 363.276581, 364.040833, 363.941589, 367.077881, 366.323578, 367.395508, 364.100372, 363.981262, 363.554474, 361.926788, 366.81982400000004, 367.395508, 369.449982, 367.974792, 366.659088, 366.041107, 366.37005600000003, 367.79537999999997, 370.955048, 370.247345, 370.775604, 372.659454 ], "yaxis": "y" } ], "layout": { "legend": { "tracegroupgap": 0 }, "template": { "data": { "bar": [ { "error_x": { "color": "#2a3f5f" }, "error_y": { "color": "#2a3f5f" }, "marker": { "line": { "color": "#E5ECF6", "width": 0.5 } }, "type": "bar" } ], "barpolar": [ { "marker": { "line": { "color": "#E5ECF6", "width": 0.5 } }, "type": "barpolar" } ], "carpet": [ { "aaxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "baxis": { "endlinecolor": "#2a3f5f", "gridcolor": "white", "linecolor": "white", "minorgridcolor": "white", "startlinecolor": "#2a3f5f" }, "type": "carpet" } ], "choropleth": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "choropleth" } ], "contour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "contour" } ], "contourcarpet": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "contourcarpet" } ], "heatmap": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmap" } ], "heatmapgl": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "heatmapgl" } ], "histogram": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "histogram" } ], "histogram2d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2d" } ], "histogram2dcontour": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "histogram2dcontour" } ], "mesh3d": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "type": "mesh3d" } ], "parcoords": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "parcoords" } ], "pie": [ { "automargin": true, "type": "pie" } ], "scatter": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter" } ], "scatter3d": [ { "line": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatter3d" } ], "scattercarpet": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattercarpet" } ], "scattergeo": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergeo" } ], "scattergl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattergl" } ], "scattermapbox": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scattermapbox" } ], "scatterpolar": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolar" } ], "scatterpolargl": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterpolargl" } ], "scatterternary": [ { "marker": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "type": "scatterternary" } ], "surface": [ { "colorbar": { "outlinewidth": 0, "ticks": "" }, "colorscale": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "type": "surface" } ], "table": [ { "cells": { "fill": { "color": "#EBF0F8" }, "line": { "color": "white" } }, "header": { "fill": { "color": "#C8D4E3" }, "line": { "color": "white" } }, "type": "table" } ] }, "layout": { "annotationdefaults": { "arrowcolor": "#2a3f5f", "arrowhead": 0, "arrowwidth": 1 }, "autotypenumbers": "strict", "coloraxis": { "colorbar": { "outlinewidth": 0, "ticks": "" } }, "colorscale": { "diverging": [ [ 0, "#8e0152" ], [ 0.1, "#c51b7d" ], [ 0.2, "#de77ae" ], [ 0.3, "#f1b6da" ], [ 0.4, "#fde0ef" ], [ 0.5, "#f7f7f7" ], [ 0.6, "#e6f5d0" ], [ 0.7, "#b8e186" ], [ 0.8, "#7fbc41" ], [ 0.9, "#4d9221" ], [ 1, "#276419" ] ], "sequential": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ], "sequentialminus": [ [ 0, "#0d0887" ], [ 0.1111111111111111, "#46039f" ], [ 0.2222222222222222, "#7201a8" ], [ 0.3333333333333333, "#9c179e" ], [ 0.4444444444444444, "#bd3786" ], [ 0.5555555555555556, "#d8576b" ], [ 0.6666666666666666, "#ed7953" ], [ 0.7777777777777778, "#fb9f3a" ], [ 0.8888888888888888, "#fdca26" ], [ 1, "#f0f921" ] ] }, "colorway": [ "#636efa", "#EF553B", "#00cc96", "#ab63fa", "#FFA15A", "#19d3f3", "#FF6692", "#B6E880", "#FF97FF", "#FECB52" ], "font": { "color": "#2a3f5f" }, "geo": { "bgcolor": "white", "lakecolor": "white", "landcolor": "#E5ECF6", "showlakes": true, "showland": true, "subunitcolor": "white" }, "hoverlabel": { "align": "left" }, "hovermode": "closest", "mapbox": { "style": "light" }, "paper_bgcolor": "white", "plot_bgcolor": "#E5ECF6", "polar": { "angularaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "radialaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "scene": { "xaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "yaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" }, "zaxis": { "backgroundcolor": "#E5ECF6", "gridcolor": "white", "gridwidth": 2, "linecolor": "white", "showbackground": true, "ticks": "", "zerolinecolor": "white" } }, "shapedefaults": { "line": { "color": "#2a3f5f" } }, "ternary": { "aaxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "baxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" }, "bgcolor": "#E5ECF6", "caxis": { "gridcolor": "white", "linecolor": "white", "ticks": "" } }, "title": { "x": 0.05 }, "xaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 }, "yaxis": { "automargin": true, "gridcolor": "white", "linecolor": "white", "ticks": "", "title": { "standoff": 15 }, "zerolinecolor": "white", "zerolinewidth": 2 } } }, "title": { "text": "SPY" }, "xaxis": { "anchor": "y", "domain": [ 0, 1 ], "title": { "text": "Date" } }, "yaxis": { "anchor": "x", "domain": [ 0, 1 ], "title": { "text": "Adj Close" } } } }, "text/html": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = px.line(df, x=df.index, y=\"Adj Close\", title='SPY')\n", "fig.show()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "if not os.path.exists(\"data2\"):\n", " os.mkdir(\"data2\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "past_five = []\n", "for index, row in df.iterrows():\n", " if len(past_five) == 5:\n", " to_graph = [val - past_five[0] for val in past_five]\n", " fig = px.line(to_graph)\n", " fig.update_layout(showlegend=False)\n", " ret = row[\"Adj Close\"] > past_five[-1]\n", " fig.write_image(f\"data2/{ret}_{index}.png\")\n", " del past_five[0]\n", " past_five.append(row[\"Adj Close\"])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.8.6" } }, "nbformat": 4, "nbformat_minor": 4 }