{ "cells": [ { "cell_type": "code", "execution_count": 104, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#from __future__ import print_function\n", "\n", "import numpy as np\n", "import pandas as pd\n", "from collections import OrderedDict #sorting participant df dict before pd.concat()\n", "import matplotlib.pylab as plt\n", "%matplotlib inline\n", "\n", "pd.options.display.mpl_style = 'default'\n", "import cPickle as pickle\n", "\n", "pilot_data = ['010', '011', '012', '013', '014',]\n", "non_english_fluent = ['023', '031', '045', '050', '070', '106',]\n", "left_handed = ['042', '088',]\n", "pro_inst_skill = ['026', '037']\n", "\n", "excluded_all_tasks = pilot_data + non_english_fluent + left_handed + pro_inst_skill" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Utility functions" ] }, { "cell_type": "code", "execution_count": 105, "metadata": { "collapsed": false }, "outputs": [], "source": [ "def col_matches(df, regex):\n", " 'returns a list of columns in a df that match a regex string.'\n", " import re\n", " cols = list(enumerate(df.columns))\n", " matches = [c for (i, c) in cols \n", " if re.findall(regex, c)]\n", " return matches\n", "\n", "def compare_transformations(df, columns, functions, **kwargs): \n", " print('raw')\n", " df[columns].hist(**kwargs)\n", " plt.show()\n", " \n", " for name, func in functions.items(): \n", " print(name) \n", " df[columns].apply(func).hist(**kwargs)\n", " plt.show()\n", " \n", " \n", "def quickcompare(r, df, size=(15,7)): \n", " inverse = lambda x: 1.0/x\n", " return compare_transformations(df, col_matches(df, r),\n", " {'inverse': inverse,\n", " 'log1p': np.log1p,\n", " 'sqrt': np.sqrt, },\n", " figsize=size)\n", "\n", "\n", "# using this for inline documentation so that it's clear\n", "# that the printing statement isn't part of the necessary\n", "# transformation code.\n", "def html_print(df):\n", " from IPython.display import HTML \n", " try:\n", " out = df.to_html()\n", " except AttributeError:\n", " out = pd.DataFrame(df).to_html()\n", " return HTML(out)\n", "\n", "\n", "def htmljoin(df_list, delimiter=''):\n", " from IPython.display import HTML\n", " return HTML(delimiter.join([x.to_html() for x in df_list]))\n", " \n", " \n", "def col_matches(df, regex): \n", " import re \n", " cols = list(enumerate(df.columns)) \n", " matches = [c for (i, c) in cols \n", " if re.findall(regex, c)] \n", " return matches\n", "\n", "\n", "def concat_matches(df, *args): \n", " assert all([len(r) for r in args])\n", " import re \n", " col_match_lists = [col_matches(df, regex) for regex in args] \n", " col_set = [df[matches] for matches in col_match_lists] \n", " if len(col_set) == 0:\n", " return None \n", " elif len(col_set) == 1:\n", " return col_set[0] \n", " else:\n", " return pd.concat(col_set, axis=1)\n", "\n", " \n", "def show_frames(frame_list, delimiter=''):\n", " \n", " from IPython.display import HTML\n", " \n", " if len(frame_list) == len(delimiter): \n", " html_out = \"\"\n", " item_template = '

{}

{}
' \n", " \n", " for i, tup in enumerate(zip(frame_list, delimiter)):\n", " frame = tup[0]\n", " tag = tup[1]\n", " html_out += item_template.format(tag, frame.to_html()) \n", " return HTML(html_out)\n", " \n", " else: \n", " html_out = [df.to_html() for df in frame_list] \n", " return HTML(delimiter.join(html_out))\n", " \n", "\n", "def hist_all(df, *args, **kwargs):\n", " numcols = len(df.columns)\n", " if numcols > 30:\n", " yn = raw_input(str(numcols) + \" columns. Proceed?\")\n", " if 'n' in yn: return None\n", " for c in df:\n", " print(c)\n", " try:\n", " plt.hist(df[c])\n", " plt.show()\n", " except:\n", " print(\"\\t(can't histogram this)\\n\")\n", " \n", "\n", "def scatter_all(df, print_max=None, *args, **kwargs): \n", " from itertools import combinations \n", " numcols = len(df.columns)\n", " if numcols > 6:\n", " yn = raw_input(str(numcols) + \" columns. Proceed?\")\n", " if 'n' in yn: return None\n", " \n", " combos = combinations(df.columns, 2)\n", " for c in combos:\n", " print(c)\n", " x = df[c[0]]\n", " y = df[c[1]]\n", " \n", " dfc = pd.concat([x, y], axis=1)\n", " xsort = dfc.sort(columns=dfc.columns[0], inplace=False)\n", " ysort = dfc.sort(columns=dfc.columns[1], inplace=False) \n", " \n", " #print(dfc)\n", " try:\n", " dfc.plot(kind='scatter', x=0, y=1)\n", " plt.show()\n", " except:\n", " print(\"can't plot\")\n", " \n", " if print_max:\n", " print(xsort.head(print_max))\n", " print(ysort.head(print_max))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Importing data, exporting partial info to CSV for SPSS" ] }, { "cell_type": "code", "execution_count": 106, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "c:/db_pickles/pickle - dfo-flat - 2014-10-13a.pickle\n" ] } ], "source": [ "pfilenames = \"c:/db_pickles/pickle - dfo-{measure} - {updated}.pickle\"\n", "full_updated = '2014-10-13a'\n", "\n", "#pfile = pfilenames.format(measure='full', updated=full_updated)\n", "pfile = pfilenames.format(measure='flat', updated=full_updated)\n", "print(pfile)\n", "\n", "with open(pfile) as f:\n", " dfo = pickle.load(f)\n", "\n", "#for quick searches later\n", "match = lambda x: concat_matches(dfo, x)\n", "\n", "dfo = dfo.replace(77777, np.nan)\n", "dfo = dfo.replace('77777', np.nan)\n", "\n", "#task_pids = {k: sorted(set(v.index.get_level_values('pid')))\n", "# for (k, v) in task_frames.items()}\n", "\n", "to_drop = set(dfo.index).intersection(excluded_all_tasks)\n", "\n", "dfo = dfo.drop(to_drop)" ] }, { "cell_type": "code", "execution_count": 107, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "SCAL_session_day 97\n", "SCAL_session_time 97\n", "SCAL_session_isfemale 97\n", "SCAL_exclusion_jitterlinearmissing 97\n", "SCAL_exclusion_rhythmadminerror 97\n", "SCAL_sex_femalezero 97\n", "SCAL_participant_age 97\n", "SCAL_calc_wasivocab_totalrawscore 97\n", "SCAL_calc_wasimatrix_totalscore 96\n", "SCAL_calc_wasivocab_tscore 97\n", "SCAL_calc_wasimatrix_tscore 96\n", "SCAL_calc_wasi_tscore_total 96\n", "SCAL_calc_fsiq2 96\n", "SCAL_calc_bfi_extraversion 97\n", "SCAL_calc_bfi_agreeableness 97\n", "...\n", "I8P4_lagdev_mean 96\n", "I8P4_lagdev_local_sq_abs 96\n", "I8P4_lagdev_local 96\n", "I8P4_lagdev_drift 96\n", "I8L2_ints_count 96\n", "I8L2_ints_mean 96\n", "I8L2_ints_variance 96\n", "I8L2_ints_stdev 96\n", "I8L2_ints_lag2corr 96\n", "I8L2_lag2devsq_sum 96\n", "I8L2_lag2devsq_count 96\n", "I8L2_lag2devsq_mean 96\n", "I8L2_lag2devsq_local_sq_abs 96\n", "I8L2_lag2devsq_local 96\n", "I8L2_lag2devsq_drift 90\n", "Length: 577, dtype: int64" ] }, "execution_count": 107, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dfo.count()" ] }, { "cell_type": "code", "execution_count": 108, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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SCAL_session_taskorder 3. Lin, Iso, Jump 1. Iso, Lin, Jump 3. Lin, Iso, Jump 5. Jump, Iso, Lin 3. Lin, Iso, Jump 6. Jump, Lin, Iso 1. Iso, Lin, Jump 6. Jump, Lin, Iso 1. Iso, Lin, Jump 2. Iso, Jump, Lin... 2. Iso, Jump, Lin 5. Jump, Iso, Lin 5. Jump, Iso, Lin 2. Iso, Jump, Lin 3. Lin, Iso, Jump 6. Jump, Lin, Iso 5. Jump, Iso, Lin 6. Jump, Lin, Iso 1. Iso, Lin, Jump 6. Jump, Lin, Iso
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SCAL_orders_800 0 1 1 1 1 0 0 0 1 0... 0 0 0 0 1 1 1 1 0 1
SCAL_orders_iso 1 0 1 1 1 2 0 2 0 0... 0 1 1 0 1 2 1 2 0 2
SCAL_orders_phase 2 2 2 0 2 0 2 0 2 1... 1 0 0 1 2 0 0 0 2 0
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SCAL_order_iso5t1 2 1 1 1 1 2 2 2 1 2... 2 2 2 2 1 1 1 1 2 1
SCAL_order_iso8t1 1 2 2 2 2 1 1 1 2 1... 1 1 1 1 2 2 2 2 1 2
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SCAL_order_iso8t2 5 4 6 6 6 7 3 7 4 3... 3 5 5 3 6 8 6 8 3 8
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Jump, Lin, Iso \n", "SCAL_order_500ms_first 1 0 \n", "SCAL_order_rhythmfirst 0 0 \n", "SCAL_notes_qbasic_neurodisorder \n", "SCAL_qbasic_neurodisorderyn 0 0 \n", "SCAL_orders_500 0 1 \n", "SCAL_orders_800 1 0 \n", "SCAL_orders_iso 1 2 \n", "SCAL_orders_phase 2 0 \n", "SCAL_orders_linear 0 1 \n", "SCAL_order_iso5t1 1 2 \n", "SCAL_order_iso8t1 2 1 \n", "SCAL_order_iso5t2 5 8 \n", "SCAL_order_iso8t2 6 7 \n", "SCAL_order_psh5t 7 4 \n", "SCAL_order_psh8t 8 3 \n", "SCAL_order_lin5t 3 6 \n", "SCAL_order_lin8t 4 5 \n", "SCAL_order_iso5j 11 14 \n", "SCAL_order_iso8j 12 13 \n", "SCAL_order_psh5j 13 10 \n", "SCAL_order_psh8j 14 9 \n", "SCAL_order_lin5j 9 12 \n", "SCAL_order_lin8j 10 11 \n", "SCAL_order_isip5 15 16 \n", "SCAL_order_isip8 16 15 \n", "\n", " 021 022 \\\n", "SCAL_session_taskorder 1. Iso, Lin, Jump 6. Jump, Lin, Iso \n", "SCAL_order_500ms_first 0 0 \n", "SCAL_order_rhythmfirst 1 0 \n", "SCAL_notes_qbasic_neurodisorder ADHD \n", "SCAL_qbasic_neurodisorderyn 1 0 \n", "SCAL_orders_500 1 1 \n", "SCAL_orders_800 0 0 \n", "SCAL_orders_iso 0 2 \n", "SCAL_orders_phase 2 0 \n", "SCAL_orders_linear 1 1 \n", "SCAL_order_iso5t1 2 2 \n", "SCAL_order_iso8t1 1 1 \n", "SCAL_order_iso5t2 4 8 \n", "SCAL_order_iso8t2 3 7 \n", "SCAL_order_psh5t 8 4 \n", "SCAL_order_psh8t 7 3 \n", "SCAL_order_lin5t 6 6 \n", "SCAL_order_lin8t 5 5 \n", "SCAL_order_iso5j 10 14 \n", "SCAL_order_iso8j 9 13 \n", "SCAL_order_psh5j 14 10 \n", "SCAL_order_psh8j 13 9 \n", "SCAL_order_lin5j 12 12 \n", "SCAL_order_lin8j 11 11 \n", "SCAL_order_isip5 16 16 \n", "SCAL_order_isip8 15 15 \n", "\n", " 024 025 \\\n", "SCAL_session_taskorder 1. Iso, Lin, Jump 2. Iso, Jump, Lin \n", "SCAL_order_500ms_first 1 0 \n", "SCAL_order_rhythmfirst 1 1 \n", "SCAL_notes_qbasic_neurodisorder \n", "SCAL_qbasic_neurodisorderyn 0 0 \n", "SCAL_orders_500 0 1 \n", "SCAL_orders_800 1 0 \n", "SCAL_orders_iso 0 0 \n", "SCAL_orders_phase 2 1 \n", "SCAL_orders_linear 1 2 \n", "SCAL_order_iso5t1 1 2 \n", "SCAL_order_iso8t1 2 1 \n", "SCAL_order_iso5t2 3 4 \n", "SCAL_order_iso8t2 4 3 \n", "SCAL_order_psh5t 7 6 \n", "SCAL_order_psh8t 8 5 \n", "SCAL_order_lin5t 5 8 \n", "SCAL_order_lin8t 6 7 \n", "SCAL_order_iso5j 9 10 \n", "SCAL_order_iso8j 10 9 \n", "SCAL_order_psh5j 13 12 \n", "SCAL_order_psh8j 14 11 \n", "SCAL_order_lin5j 11 14 \n", "SCAL_order_lin8j 12 13 \n", "SCAL_order_isip5 15 16 \n", "SCAL_order_isip8 16 15 \n", "\n", " ... 112 \\\n", "SCAL_session_taskorder ... 2. Iso, Jump, Lin \n", "SCAL_order_500ms_first ... 0 \n", "SCAL_order_rhythmfirst ... 0 \n", "SCAL_notes_qbasic_neurodisorder ... \n", "SCAL_qbasic_neurodisorderyn ... 0 \n", "SCAL_orders_500 ... 1 \n", "SCAL_orders_800 ... 0 \n", "SCAL_orders_iso ... 0 \n", "SCAL_orders_phase ... 1 \n", "SCAL_orders_linear ... 2 \n", "SCAL_order_iso5t1 ... 2 \n", "SCAL_order_iso8t1 ... 1 \n", "SCAL_order_iso5t2 ... 4 \n", "SCAL_order_iso8t2 ... 3 \n", "SCAL_order_psh5t ... 6 \n", "SCAL_order_psh8t ... 5 \n", "SCAL_order_lin5t ... 8 \n", "SCAL_order_lin8t ... 7 \n", "SCAL_order_iso5j ... 10 \n", "SCAL_order_iso8j ... 9 \n", "SCAL_order_psh5j ... 12 \n", "SCAL_order_psh8j ... 11 \n", "SCAL_order_lin5j ... 14 \n", "SCAL_order_lin8j ... 13 \n", "SCAL_order_isip5 ... 16 \n", "SCAL_order_isip8 ... 15 \n", "\n", " 113 114 \\\n", "SCAL_session_taskorder 5. Jump, Iso, Lin 5. Jump, Iso, Lin \n", "SCAL_order_500ms_first 0 0 \n", "SCAL_order_rhythmfirst 1 1 \n", "SCAL_notes_qbasic_neurodisorder \n", "SCAL_qbasic_neurodisorderyn 0 0 \n", "SCAL_orders_500 1 1 \n", "SCAL_orders_800 0 0 \n", "SCAL_orders_iso 1 1 \n", "SCAL_orders_phase 0 0 \n", "SCAL_orders_linear 2 2 \n", "SCAL_order_iso5t1 2 2 \n", "SCAL_order_iso8t1 1 1 \n", "SCAL_order_iso5t2 6 6 \n", "SCAL_order_iso8t2 5 5 \n", "SCAL_order_psh5t 4 4 \n", "SCAL_order_psh8t 3 3 \n", "SCAL_order_lin5t 8 8 \n", "SCAL_order_lin8t 7 7 \n", "SCAL_order_iso5j 12 12 \n", "SCAL_order_iso8j 11 11 \n", "SCAL_order_psh5j 10 10 \n", "SCAL_order_psh8j 9 9 \n", "SCAL_order_lin5j 14 14 \n", "SCAL_order_lin8j 13 13 \n", "SCAL_order_isip5 16 16 \n", "SCAL_order_isip8 15 15 \n", "\n", " 115 116 \\\n", "SCAL_session_taskorder 2. Iso, Jump, Lin 3. Lin, Iso, Jump \n", "SCAL_order_500ms_first 0 1 \n", "SCAL_order_rhythmfirst 0 0 \n", "SCAL_notes_qbasic_neurodisorder \n", "SCAL_qbasic_neurodisorderyn 0 0 \n", "SCAL_orders_500 1 0 \n", "SCAL_orders_800 0 1 \n", "SCAL_orders_iso 0 1 \n", "SCAL_orders_phase 1 2 \n", "SCAL_orders_linear 2 0 \n", "SCAL_order_iso5t1 2 1 \n", "SCAL_order_iso8t1 1 2 \n", "SCAL_order_iso5t2 4 5 \n", "SCAL_order_iso8t2 3 6 \n", "SCAL_order_psh5t 6 7 \n", "SCAL_order_psh8t 5 8 \n", "SCAL_order_lin5t 8 3 \n", "SCAL_order_lin8t 7 4 \n", "SCAL_order_iso5j 10 11 \n", "SCAL_order_iso8j 9 12 \n", "SCAL_order_psh5j 12 13 \n", "SCAL_order_psh8j 11 14 \n", "SCAL_order_lin5j 14 9 \n", "SCAL_order_lin8j 13 10 \n", "SCAL_order_isip5 16 15 \n", "SCAL_order_isip8 15 16 \n", "\n", " 117 118 \\\n", "SCAL_session_taskorder 6. Jump, Lin, Iso 5. Jump, Iso, Lin \n", "SCAL_order_500ms_first 1 1 \n", "SCAL_order_rhythmfirst 1 1 \n", "SCAL_notes_qbasic_neurodisorder \n", "SCAL_qbasic_neurodisorderyn 0 0 \n", "SCAL_orders_500 0 0 \n", "SCAL_orders_800 1 1 \n", "SCAL_orders_iso 2 1 \n", "SCAL_orders_phase 0 0 \n", "SCAL_orders_linear 1 2 \n", "SCAL_order_iso5t1 1 1 \n", "SCAL_order_iso8t1 2 2 \n", "SCAL_order_iso5t2 7 5 \n", "SCAL_order_iso8t2 8 6 \n", "SCAL_order_psh5t 3 3 \n", "SCAL_order_psh8t 4 4 \n", "SCAL_order_lin5t 5 7 \n", "SCAL_order_lin8t 6 8 \n", "SCAL_order_iso5j 13 11 \n", "SCAL_order_iso8j 14 12 \n", "SCAL_order_psh5j 9 9 \n", "SCAL_order_psh8j 10 10 \n", "SCAL_order_lin5j 11 13 \n", "SCAL_order_lin8j 12 14 \n", "SCAL_order_isip5 15 15 \n", "SCAL_order_isip8 16 16 \n", "\n", " 119 120 \\\n", "SCAL_session_taskorder 6. Jump, Lin, Iso 1. Iso, Lin, Jump \n", "SCAL_order_500ms_first 1 0 \n", "SCAL_order_rhythmfirst 0 0 \n", "SCAL_notes_qbasic_neurodisorder \n", "SCAL_qbasic_neurodisorderyn 0 0 \n", "SCAL_orders_500 0 1 \n", "SCAL_orders_800 1 0 \n", "SCAL_orders_iso 2 0 \n", "SCAL_orders_phase 0 2 \n", "SCAL_orders_linear 1 1 \n", "SCAL_order_iso5t1 1 2 \n", "SCAL_order_iso8t1 2 1 \n", "SCAL_order_iso5t2 7 4 \n", "SCAL_order_iso8t2 8 3 \n", "SCAL_order_psh5t 3 8 \n", "SCAL_order_psh8t 4 7 \n", "SCAL_order_lin5t 5 6 \n", "SCAL_order_lin8t 6 5 \n", "SCAL_order_iso5j 13 10 \n", "SCAL_order_iso8j 14 9 \n", "SCAL_order_psh5j 9 14 \n", "SCAL_order_psh8j 10 13 \n", "SCAL_order_lin5j 11 12 \n", "SCAL_order_lin8j 12 11 \n", "SCAL_order_isip5 15 16 \n", "SCAL_order_isip8 16 15 \n", "\n", " 121 \n", "SCAL_session_taskorder 6. Jump, Lin, Iso \n", "SCAL_order_500ms_first 1 \n", "SCAL_order_rhythmfirst 0 \n", "SCAL_notes_qbasic_neurodisorder \n", "SCAL_qbasic_neurodisorderyn 0 \n", "SCAL_orders_500 0 \n", "SCAL_orders_800 1 \n", "SCAL_orders_iso 2 \n", "SCAL_orders_phase 0 \n", "SCAL_orders_linear 1 \n", "SCAL_order_iso5t1 1 \n", "SCAL_order_iso8t1 2 \n", "SCAL_order_iso5t2 7 \n", "SCAL_order_iso8t2 8 \n", "SCAL_order_psh5t 3 \n", "SCAL_order_psh8t 4 \n", "SCAL_order_lin5t 5 \n", "SCAL_order_lin8t 6 \n", "SCAL_order_iso5j 13 \n", "SCAL_order_iso8j 14 \n", "SCAL_order_psh5j 9 \n", "SCAL_order_psh8j 10 \n", "SCAL_order_lin5j 11 \n", "SCAL_order_lin8j 12 \n", "SCAL_order_isip5 15 \n", "SCAL_order_isip8 16 \n", "\n", "[26 rows x 97 columns]" ] }, "execution_count": 108, "metadata": {}, "output_type": "execute_result" } ], "source": [ "match('order').T" ] }, { "cell_type": "code", "execution_count": 109, "metadata": { "collapsed": false }, "outputs": [], "source": [ "pasted_scales = '''\n", "\n", "# the only 'order' variable needed when just looking at ISIP tasks\n", "SCAL_order_500ms_first\n", "SCAL_sex_femalezero\n", "\n", "SCAL_orders_iso\n", "SCAL_orders_phase\n", "SCAL_orders_linear\n", "\n", "SCAL_calc_wasivocab_tscore\n", "SCAL_calc_wasimatrix_tscore\n", "SCAL_calc_wasi_tscore_total\n", "SCAL_calc_fsiq2\n", "\n", "SCAL_calc_bfi_extraversion\n", "SCAL_calc_bfi_agreeableness\n", "SCAL_calc_bfi_conscientiousness\n", "SCAL_calc_bfi_neuroticism\n", "SCAL_calc_bfi_openness\n", "\n", "# compare with usefulness of constructed index\n", "SCAL_qmusic_dancelevel\n", "SCAL_qmusic_instrumentlevel\n", "SCAL_qmusic_drumlevel\n", "\n", "SCAL_qmusic_behaviors_12_friendstaste # comment\n", "SCAL_qmusic_behaviors_13_sharingint\n", "SCAL_qmusic_behaviors_14_getinterest\n", "'''\n", "\n", "\n", "pasted_isip = '''\n", "\n", "#from: list(match('local$|drift$').columns)\n", "\n", "I5P4_lagdev_local\n", "I8P4_lagdev_local\n", "I8P4_lagdev_drift\n", "I5P4_lagdev_drift\n", "\n", "I8L2_lag2devsq_local\n", "I5L2_lag2devsq_local\n", "I8L2_lag2devsq_drift\n", "I5L2_lag2devsq_drift\n", "\n", "#needed for filtering out a P that didn't do many taps\n", "I8P4_ints_count \n", "I5P4_ints_count\n", "I8L2_ints_count\n", "I5L2_ints_count\n", "'''\n", "\n", "pasted_sms = '''\n", "\n", "\n", "\n", "'''\n", "\n", "\n", "def clean_pasted_vars(pstring):\n", " pasted_vars = pstring.split('\\n') \n", "\n", " #keep line contents before comment\n", " pasted_vars = [i.split('#')[0] for i in pasted_vars] \n", "\n", " #remove hidden whitespace and blank lines\n", " pasted_vars = [i.strip() for i in pasted_vars]\n", " pasted_vars = filter(lambda i: i != \"\", pasted_vars)\n", " \n", " return pasted_vars\n", "\n", "\n", "df_scales = dfo[clean_pasted_vars(pasted_scales)]\n", "\n", "df_isip = dfo[clean_pasted_vars(pasted_isip)]\n", "df_isip = df_isip.rename(columns=lambda x: x.replace('lagdev_',\"\"))\n", "df_isip = df_isip.rename(columns=lambda x: x.replace('lag2devsq_',\"\"))\n", "\n", "for c in ['I8P4_drift', 'I8P4_local']:\n", " ISI = 800\n", " df_isip[c + 'perc'] = df_isip[c] * 100. / ISI\n", "\n", "for c in ['I5P4_drift', 'I5P4_local']:\n", " ISI = 500\n", " df_isip[c + 'perc'] = df_isip[c] * 100. / ISI\n" ] }, { "cell_type": "code", "execution_count": 110, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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015016017018019020021022024025...112113114115116117118119120121
I5P4_local 2.918599 2.692996 2.764646 2.080451 1.397983 3.357435 3.454273 2.634599 2.834259 2.568266... 2.629085 1.898820 4.873864 2.944964 2.272517 2.884701 3.168178 1.649012 2.400801 2.143469
I8P4_local 3.871535 2.975526 3.093386 3.284952 2.381819 3.785594 2.633204 1.550475 2.653945 2.340668... 3.286044 1.706451 4.606419 2.177921 2.076461 2.668836 3.357831 2.107230 2.504026 3.187984
I8P4_drift 5.361354 2.148091 3.853557 2.249890 2.243927 4.145644 4.128266 2.268349 3.064198 4.878173... 4.578238 3.133905 3.512176 1.844496 1.585251 3.120648 2.771240 1.874337 2.308642 3.452782
I5P4_drift 3.622814 2.134364 2.614372 1.649681 1.262769 3.145559 2.873748 2.029501 2.445649 3.253087... 4.305536 1.431661 3.896161 2.387312 1.767129 3.003352 3.208083 1.540343 2.400271 2.112349
I8L2_local 4.633893 3.450640 3.821327 4.219624 3.002175 4.632072 3.191604 2.155060 3.318396 2.821277... 4.000088 2.019105 4.907391 2.770480 2.900587 3.620502 4.091578 2.564399 3.293310 4.138898
I5L2_local 3.668177 3.682978 3.654972 2.455875 1.859199 4.017225 4.294289 3.458614 3.633339 3.150296... 3.028811 2.350576 6.159270 3.805219 3.103455 3.341830 3.927692 1.882107 3.212816 2.759899
I8L2_drift 4.718045 1.249453 3.133114 NaN 1.302005 3.171907 3.713490 1.704434 2.328300 4.616893... 3.969590 2.942201 3.077659 0.685526 NaN 1.937290 1.487880 1.173633 0.868382 2.225864
I5L2_drift 2.861377 NaN 1.058009 1.009157 0.303845 2.242502 1.322690 NaN 0.901708 2.693363... 4.034357 0.360505 0.999005 NaN NaN 2.484712 2.214132 1.244817 1.096796 1.199764
I8P4_ints_count 134.000000 112.000000 109.000000 114.000000 116.000000 111.000000 121.000000 109.000000 124.000000 105.000000... 119.000000 114.000000 117.000000 119.000000 113.000000 78.000000 109.000000 111.000000 121.000000 105.000000
I5P4_ints_count 118.000000 107.000000 113.000000 117.000000 116.000000 108.000000 117.000000 118.000000 115.000000 106.000000... 113.000000 115.000000 117.000000 111.000000 113.000000 108.000000 113.000000 108.000000 120.000000 115.000000
I8L2_ints_count 134.000000 112.000000 109.000000 114.000000 116.000000 111.000000 121.000000 109.000000 124.000000 105.000000... 119.000000 114.000000 117.000000 119.000000 113.000000 78.000000 109.000000 111.000000 121.000000 105.000000
I5L2_ints_count 118.000000 107.000000 113.000000 117.000000 116.000000 108.000000 117.000000 118.000000 115.000000 106.000000... 113.000000 115.000000 117.000000 111.000000 113.000000 108.000000 113.000000 108.000000 120.000000 115.000000
I8P4_driftperc 0.670169 0.268511 0.481695 0.281236 0.280491 0.518206 0.516033 0.283544 0.383025 0.609772... 0.572280 0.391738 0.439022 0.230562 0.198156 0.390081 0.346405 0.234292 0.288580 0.431598
I8P4_localperc 0.483942 0.371941 0.386673 0.410619 0.297727 0.473199 0.329151 0.193809 0.331743 0.292584... 0.410755 0.213306 0.575802 0.272240 0.259558 0.333604 0.419729 0.263404 0.313003 0.398498
I5P4_driftperc 0.724563 0.426873 0.522874 0.329936 0.252554 0.629112 0.574750 0.405900 0.489130 0.650617... 0.861107 0.286332 0.779232 0.477462 0.353426 0.600670 0.641617 0.308069 0.480054 0.422470
I5P4_localperc 0.583720 0.538599 0.552929 0.416090 0.279597 0.671487 0.690855 0.526920 0.566852 0.513653... 0.525817 0.379764 0.974773 0.588993 0.454503 0.576940 0.633636 0.329802 0.480160 0.428694
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16 rows × 97 columns

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0.609772 \n", "I8P4_localperc 0.473199 0.329151 0.193809 0.331743 0.292584 \n", "I5P4_driftperc 0.629112 0.574750 0.405900 0.489130 0.650617 \n", "I5P4_localperc 0.671487 0.690855 0.526920 0.566852 0.513653 \n", "\n", " ... 112 113 114 115 \\\n", "I5P4_local ... 2.629085 1.898820 4.873864 2.944964 \n", "I8P4_local ... 3.286044 1.706451 4.606419 2.177921 \n", "I8P4_drift ... 4.578238 3.133905 3.512176 1.844496 \n", "I5P4_drift ... 4.305536 1.431661 3.896161 2.387312 \n", "I8L2_local ... 4.000088 2.019105 4.907391 2.770480 \n", "I5L2_local ... 3.028811 2.350576 6.159270 3.805219 \n", "I8L2_drift ... 3.969590 2.942201 3.077659 0.685526 \n", "I5L2_drift ... 4.034357 0.360505 0.999005 NaN \n", "I8P4_ints_count ... 119.000000 114.000000 117.000000 119.000000 \n", "I5P4_ints_count ... 113.000000 115.000000 117.000000 111.000000 \n", "I8L2_ints_count ... 119.000000 114.000000 117.000000 119.000000 \n", "I5L2_ints_count ... 113.000000 115.000000 117.000000 111.000000 \n", "I8P4_driftperc ... 0.572280 0.391738 0.439022 0.230562 \n", "I8P4_localperc ... 0.410755 0.213306 0.575802 0.272240 \n", "I5P4_driftperc ... 0.861107 0.286332 0.779232 0.477462 \n", "I5P4_localperc ... 0.525817 0.379764 0.974773 0.588993 \n", "\n", " 116 117 118 119 120 \\\n", "I5P4_local 2.272517 2.884701 3.168178 1.649012 2.400801 \n", "I8P4_local 2.076461 2.668836 3.357831 2.107230 2.504026 \n", "I8P4_drift 1.585251 3.120648 2.771240 1.874337 2.308642 \n", "I5P4_drift 1.767129 3.003352 3.208083 1.540343 2.400271 \n", "I8L2_local 2.900587 3.620502 4.091578 2.564399 3.293310 \n", "I5L2_local 3.103455 3.341830 3.927692 1.882107 3.212816 \n", "I8L2_drift NaN 1.937290 1.487880 1.173633 0.868382 \n", "I5L2_drift NaN 2.484712 2.214132 1.244817 1.096796 \n", "I8P4_ints_count 113.000000 78.000000 109.000000 111.000000 121.000000 \n", "I5P4_ints_count 113.000000 108.000000 113.000000 108.000000 120.000000 \n", "I8L2_ints_count 113.000000 78.000000 109.000000 111.000000 121.000000 \n", "I5L2_ints_count 113.000000 108.000000 113.000000 108.000000 120.000000 \n", "I8P4_driftperc 0.198156 0.390081 0.346405 0.234292 0.288580 \n", "I8P4_localperc 0.259558 0.333604 0.419729 0.263404 0.313003 \n", "I5P4_driftperc 0.353426 0.600670 0.641617 0.308069 0.480054 \n", "I5P4_localperc 0.454503 0.576940 0.633636 0.329802 0.480160 \n", "\n", " 121 \n", "I5P4_local 2.143469 \n", "I8P4_local 3.187984 \n", "I8P4_drift 3.452782 \n", "I5P4_drift 2.112349 \n", "I8L2_local 4.138898 \n", "I5L2_local 2.759899 \n", "I8L2_drift 2.225864 \n", "I5L2_drift 1.199764 \n", "I8P4_ints_count 105.000000 \n", "I5P4_ints_count 115.000000 \n", "I8L2_ints_count 105.000000 \n", "I5L2_ints_count 115.000000 \n", "I8P4_driftperc 0.431598 \n", "I8P4_localperc 0.398498 \n", "I5P4_driftperc 0.422470 \n", "I5P4_localperc 0.428694 \n", "\n", "[16 rows x 97 columns]" ] }, "execution_count": 110, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_isip.T" ] }, { "cell_type": "code", "execution_count": 111, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# (missing values propagate in pandas arithmetic operations)\n", "\n", "total_hours = (dfo.SCAL_qmusic_drumhours + \n", " dfo.SCAL_qmusic_instrumenthours + \n", " dfo.SCAL_qmusic_dancehours)\n", "\n", "any_hours = (total_hours > 0).astype(int)\n", "\n", "#skipna = False: if any missing values, produce a missing-value result\n", "\n", "max_skill_level = pd.concat([dfo.SCAL_qmusic_dancelevel, \n", " dfo.SCAL_qmusic_instrumentlevel, \n", " dfo.SCAL_qmusic_drumlevel], axis=1).T.max(skipna=False)\n", "\n", "sum_skill_level = pd.concat([dfo.SCAL_qmusic_dancelevel, \n", " dfo.SCAL_qmusic_instrumentlevel, \n", " dfo.SCAL_qmusic_drumlevel], axis=1).T.sum(skipna=False)\n", "\n", "\n", "social_importance = pd.concat([dfo.SCAL_qmusic_behaviors_12_friendstaste,\n", " dfo.SCAL_qmusic_behaviors_13_sharingint,\n", " dfo.SCAL_qmusic_behaviors_14_getinterest,], axis=1).T.sum(skipna=False)\n", "# (there are no missing values for these three vars)\n", "\n", "\n", "df_constructed = pd.concat(axis=1, \n", " objs=[any_hours, \n", " max_skill_level, \n", " sum_skill_level,\n", " social_importance], \n", " keys=['qmusic_calc_anyhours',\n", " 'qmusic_calc_maxskill',\n", " 'qmusic_calc_sumskill',\n", " 'qmusic_calc_socialimp'])" ] }, { "cell_type": "code", "execution_count": 112, "metadata": { "collapsed": true }, "outputs": [ { "data": { "text/html": [ "
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qmusic_calc_anyhoursqmusic_calc_maxskillqmusic_calc_sumskillqmusic_calc_socialimp
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" ], "text/plain": [ " qmusic_calc_anyhours qmusic_calc_maxskill qmusic_calc_sumskill \\\n", "064 0 NaN NaN \n", "\n", " qmusic_calc_socialimp \n", "064 8 " ] }, "execution_count": 112, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_constructed[df_constructed.qmusic_calc_maxskill.isnull()==True]" ] }, { "cell_type": "code", "execution_count": 113, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Original\n" ] }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAW8AAAEBCAYAAAC3wiQ+AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAFvlJREFUeJzt3d9v0/e9x/FXSBNMerJGFLITNwOnSVCkLSInIGA9VbhI\n", "2CJKpiS0U2mEdi66nQuuq/biSGg6OtpFVGn/xMQu1sCaEDLAk1IcpqYiKrLICVOX4umMJjlrwCcd\n", "AYbzPRcrXlgS+5Pk4x9veD6kSrax+33OrG++edvGJUEQBAIAmLKl0AEAgPVjeAOAQQxvADCI4Q0A\n", "BjG8AcAghjcAGOQ0vBcXF/Wzn/1Mt2/fTt82MzOjX/ziF/rlL3+pL774ImeBAICVnIb36Oiovv/9\n", 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def truncate(s):\n", " z_limit = 2.97\n", " maxval = s.mean() + z_limit * s.std()\n", " minval = s.mean() - z_limit * s.std()\n", " \n", " print \"\\n\" + s.name\n", " print \"limits: {}, {}\".format(maxval, minval)\n", " assert minval < s.mean() < maxval\n", " \n", " def truncval(val):\n", " tstr = \"truncated {} to {}.\"\n", " if val > maxval:\n", " print tstr.format(val, maxval)\n", " return maxval\n", " elif val < minval: \n", " print tstr.format(val, minval)\n", " if 'DPsd' in s.name:\n", " print \"WARNING: summary data should not have to be truncated in this direction.\"\n", " return minval\n", " else:\n", " return val\n", " \n", " out = s.apply(truncval)\n", " \n", " if 'DPsd' in s.name:\n", " #print('checking...')\n", " assert out.min() >= 0\n", " \n", " return out\n", "\n", "def test_trunc(s):\n", " print \"Original\"\n", " s.hist()\n", " plt.show()\n", " print \"Truncated\"\n", " truncate(s).hist()\n", " plt.show()\n", " \n", " \n", "test_trunc(df_isip.I5P4_drift)\n", "\n" ] }, { "cell_type": "code", "execution_count": 114, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "I5P4_local\n", "limits: 4.90761157606, 0.755692091143\n", "\n", "I5P4_local\n", "limits: 4.90761157606, 0.755692091143\n", "\n", "I8P4_local\n", "limits: 5.29598227358, 0.470629963811\n", "truncated 6.55088307793 to 5.29598227358.\n", "\n", "I8P4_drift\n", "limits: 6.87780682384, -0.545362091766\n", "truncated 8.26350638952 to 6.87780682384.\n", "truncated 7.3133516044 to 6.87780682384.\n", "\n", "I5P4_drift\n", "limits: 5.52765569721, -0.222743472829\n", "truncated 8.10995671656 to 5.52765569721.\n", "\n", "I8L2_local\n", "limits: 6.58549348051, 0.562338273468\n", "truncated 9.0214050605 to 6.58549348051.\n", "\n", "I5L2_local\n", "limits: 6.29774676336, 0.891217901061\n", "truncated 6.41196525963 to 6.29774676336.\n" ] }, { 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" ], "text/plain": [ " I5P4_local I8P4_local I8P4_drift I5P4_drift I8L2_local I5L2_local\n", "015 2.918599 3.871535 5.361354 3.622814 4.633893 3.668177\n", "016 2.692996 2.975526 2.148091 2.134364 3.450640 3.682978\n", "017 2.764646 3.093386 3.853557 2.614372 3.821327 3.654972" ] }, "execution_count": 114, "metadata": {}, "output_type": "execute_result" } ], "source": [ "drifts = concat_matches(df_isip, 'P4_drift$|local$').apply(truncate)\n", "drifts.head(3)" ] }, { "cell_type": "code", "execution_count": 115, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 115, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYoAAAEPCAYAAABcA4N7AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xt4VOW9N/zvnI/JTM7nZHIkBCIICIgR0AaIAhpQqy1a\n", "n3Zr31r307etuwfb7u5a7eHq3lZrW+1+62O7W320FRE5Rg4qEkCjiJAAAXIkIedMTpM5z6z3jyFD\n", 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a big change from one interval to the next.\n", "# especially if smoothing across four intervals....." ] }, { "cell_type": "code", "execution_count": 116, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "I5P4_local\n", "limits: 4.90761157606, 0.755692091143\n", "\n", "I8P4_local\n", "limits: 5.29598227358, 0.470629963811\n", "truncated 6.55088307793 to 5.29598227358.\n", "\n", "I8P4_drift\n", "limits: 6.87780682384, -0.545362091766\n", "truncated 8.26350638952 to 6.87780682384.\n", "truncated 7.3133516044 to 6.87780682384.\n", "\n", "I5P4_drift\n", "limits: 5.52765569721, -0.222743472829\n", "truncated 8.10995671656 to 5.52765569721.\n", "\n", "I8L2_local\n", "limits: 6.58549348051, 0.562338273468\n", "truncated 9.0214050605 to 6.58549348051.\n", "\n", "I5L2_local\n", "limits: 6.29774676336, 0.891217901061\n", "truncated 6.41196525963 to 6.29774676336.\n", "\n", "I8L2_drift\n", "limits: 6.38719154181, -1.72402557872\n", "truncated 7.87241198138 to 6.38719154181.\n", "truncated 7.06373220524 to 6.38719154181.\n", "\n", "I5L2_drift\n", "limits: 5.13409149892, -1.67860799714\n", "truncated 8.00023059382 to 5.13409149892.\n", "\n", "I8P4_driftperc\n", "limits: 0.85972585298, -0.0681702614708\n", "truncated 1.03293829869 to 0.85972585298.\n", "truncated 0.914168950551 to 0.85972585298.\n", "\n", "I8P4_localperc\n", "limits: 0.661997784197, 0.0588287454764\n", "truncated 0.818860384741 to 0.661997784197.\n", "\n", "I5P4_driftperc\n", "limits: 1.10553113944, -0.0445486945659\n", "truncated 1.62199134331 to 1.10553113944.\n", "\n", "I5P4_localperc\n", "limits: 0.981522315213, 0.151138418229\n" ] } ], "source": [ "df_isip_out = pd.DataFrame(index = df_isip.index)\n", "\n", "for c in df_isip.columns:\n", " if 'ints_count' in c: \n", " df_isip_out[c] = df_isip[c]\n", " else:\n", " df_isip_out[c + '_trunc'] = truncate(df_isip[c])\n", " #del df_isip[c]" ] }, { "cell_type": "code", "execution_count": 117, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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015016017018019020021022024025...112113114115116117118119120121
I5P4_local_trunc 2.918599 2.692996 2.764646 2.080451 1.397983 3.357435 3.454273 2.634599 2.834259 2.568266... 2.629085 1.898820 4.873864 2.944964 2.272517 2.884701 3.168178 1.649012 2.400801 2.143469
I8P4_local_trunc 3.871535 2.975526 3.093386 3.284952 2.381819 3.785594 2.633204 1.550475 2.653945 2.340668... 3.286044 1.706451 4.606419 2.177921 2.076461 2.668836 3.357831 2.107230 2.504026 3.187984
I8P4_drift_trunc 5.361354 2.148091 3.853557 2.249890 2.243927 4.145644 4.128266 2.268349 3.064198 4.878173... 4.578238 3.133905 3.512176 1.844496 1.585251 3.120648 2.771240 1.874337 2.308642 3.452782
I5P4_drift_trunc 3.622814 2.134364 2.614372 1.649681 1.262769 3.145559 2.873748 2.029501 2.445649 3.253087... 4.305536 1.431661 3.896161 2.387312 1.767129 3.003352 3.208083 1.540343 2.400271 2.112349
I8L2_local_trunc 4.633893 3.450640 3.821327 4.219624 3.002175 4.632072 3.191604 2.155060 3.318396 2.821277... 4.000088 2.019105 4.907391 2.770480 2.900587 3.620502 4.091578 2.564399 3.293310 4.138898
I5L2_local_trunc 3.668177 3.682978 3.654972 2.455875 1.859199 4.017225 4.294289 3.458614 3.633339 3.150296... 3.028811 2.350576 6.159270 3.805219 3.103455 3.341830 3.927692 1.882107 3.212816 2.759899
I8L2_drift_trunc 4.718045 1.249453 3.133114 NaN 1.302005 3.171907 3.713490 1.704434 2.328300 4.616893... 3.969590 2.942201 3.077659 0.685526 NaN 1.937290 1.487880 1.173633 0.868382 2.225864
I5L2_drift_trunc 2.861377 NaN 1.058009 1.009157 0.303845 2.242502 1.322690 NaN 0.901708 2.693363... 4.034357 0.360505 0.999005 NaN NaN 2.484712 2.214132 1.244817 1.096796 1.199764
I8P4_ints_count 134.000000 112.000000 109.000000 114.000000 116.000000 111.000000 121.000000 109.000000 124.000000 105.000000... 119.000000 114.000000 117.000000 119.000000 113.000000 78.000000 109.000000 111.000000 121.000000 105.000000
I5P4_ints_count 118.000000 107.000000 113.000000 117.000000 116.000000 108.000000 117.000000 118.000000 115.000000 106.000000... 113.000000 115.000000 117.000000 111.000000 113.000000 108.000000 113.000000 108.000000 120.000000 115.000000
I8L2_ints_count 134.000000 112.000000 109.000000 114.000000 116.000000 111.000000 121.000000 109.000000 124.000000 105.000000... 119.000000 114.000000 117.000000 119.000000 113.000000 78.000000 109.000000 111.000000 121.000000 105.000000
I5L2_ints_count 118.000000 107.000000 113.000000 117.000000 116.000000 108.000000 117.000000 118.000000 115.000000 106.000000... 113.000000 115.000000 117.000000 111.000000 113.000000 108.000000 113.000000 108.000000 120.000000 115.000000
I8P4_driftperc_trunc 0.670169 0.268511 0.481695 0.281236 0.280491 0.518206 0.516033 0.283544 0.383025 0.609772... 0.572280 0.391738 0.439022 0.230562 0.198156 0.390081 0.346405 0.234292 0.288580 0.431598
I8P4_localperc_trunc 0.483942 0.371941 0.386673 0.410619 0.297727 0.473199 0.329151 0.193809 0.331743 0.292584... 0.410755 0.213306 0.575802 0.272240 0.259558 0.333604 0.419729 0.263404 0.313003 0.398498
I5P4_driftperc_trunc 0.724563 0.426873 0.522874 0.329936 0.252554 0.629112 0.574750 0.405900 0.489130 0.650617... 0.861107 0.286332 0.779232 0.477462 0.353426 0.600670 0.641617 0.308069 0.480054 0.422470
I5P4_localperc_trunc 0.583720 0.538599 0.552929 0.416090 0.279597 0.671487 0.690855 0.526920 0.566852 0.513653... 0.525817 0.379764 0.974773 0.588993 0.454503 0.576940 0.633636 0.329802 0.480160 0.428694
\n", "

16 rows × 97 columns

\n", "
" ], "text/plain": [ " 015 016 017 018 \\\n", "I5P4_local_trunc 2.918599 2.692996 2.764646 2.080451 \n", "I8P4_local_trunc 3.871535 2.975526 3.093386 3.284952 \n", "I8P4_drift_trunc 5.361354 2.148091 3.853557 2.249890 \n", "I5P4_drift_trunc 3.622814 2.134364 2.614372 1.649681 \n", "I8L2_local_trunc 4.633893 3.450640 3.821327 4.219624 \n", "I5L2_local_trunc 3.668177 3.682978 3.654972 2.455875 \n", "I8L2_drift_trunc 4.718045 1.249453 3.133114 NaN \n", "I5L2_drift_trunc 2.861377 NaN 1.058009 1.009157 \n", "I8P4_ints_count 134.000000 112.000000 109.000000 114.000000 \n", "I5P4_ints_count 118.000000 107.000000 113.000000 117.000000 \n", "I8L2_ints_count 134.000000 112.000000 109.000000 114.000000 \n", "I5L2_ints_count 118.000000 107.000000 113.000000 117.000000 \n", "I8P4_driftperc_trunc 0.670169 0.268511 0.481695 0.281236 \n", "I8P4_localperc_trunc 0.483942 0.371941 0.386673 0.410619 \n", "I5P4_driftperc_trunc 0.724563 0.426873 0.522874 0.329936 \n", "I5P4_localperc_trunc 0.583720 0.538599 0.552929 0.416090 \n", "\n", " 019 020 021 022 \\\n", "I5P4_local_trunc 1.397983 3.357435 3.454273 2.634599 \n", "I8P4_local_trunc 2.381819 3.785594 2.633204 1.550475 \n", "I8P4_drift_trunc 2.243927 4.145644 4.128266 2.268349 \n", "I5P4_drift_trunc 1.262769 3.145559 2.873748 2.029501 \n", "I8L2_local_trunc 3.002175 4.632072 3.191604 2.155060 \n", "I5L2_local_trunc 1.859199 4.017225 4.294289 3.458614 \n", "I8L2_drift_trunc 1.302005 3.171907 3.713490 1.704434 \n", "I5L2_drift_trunc 0.303845 2.242502 1.322690 NaN \n", "I8P4_ints_count 116.000000 111.000000 121.000000 109.000000 \n", "I5P4_ints_count 116.000000 108.000000 117.000000 118.000000 \n", "I8L2_ints_count 116.000000 111.000000 121.000000 109.000000 \n", "I5L2_ints_count 116.000000 108.000000 117.000000 118.000000 \n", "I8P4_driftperc_trunc 0.280491 0.518206 0.516033 0.283544 \n", "I8P4_localperc_trunc 0.297727 0.473199 0.329151 0.193809 \n", "I5P4_driftperc_trunc 0.252554 0.629112 0.574750 0.405900 \n", "I5P4_localperc_trunc 0.279597 0.671487 0.690855 0.526920 \n", "\n", " 024 025 ... 112 \\\n", "I5P4_local_trunc 2.834259 2.568266 ... 2.629085 \n", "I8P4_local_trunc 2.653945 2.340668 ... 3.286044 \n", "I8P4_drift_trunc 3.064198 4.878173 ... 4.578238 \n", "I5P4_drift_trunc 2.445649 3.253087 ... 4.305536 \n", "I8L2_local_trunc 3.318396 2.821277 ... 4.000088 \n", "I5L2_local_trunc 3.633339 3.150296 ... 3.028811 \n", "I8L2_drift_trunc 2.328300 4.616893 ... 3.969590 \n", "I5L2_drift_trunc 0.901708 2.693363 ... 4.034357 \n", "I8P4_ints_count 124.000000 105.000000 ... 119.000000 \n", "I5P4_ints_count 115.000000 106.000000 ... 113.000000 \n", "I8L2_ints_count 124.000000 105.000000 ... 119.000000 \n", "I5L2_ints_count 115.000000 106.000000 ... 113.000000 \n", "I8P4_driftperc_trunc 0.383025 0.609772 ... 0.572280 \n", "I8P4_localperc_trunc 0.331743 0.292584 ... 0.410755 \n", "I5P4_driftperc_trunc 0.489130 0.650617 ... 0.861107 \n", "I5P4_localperc_trunc 0.566852 0.513653 ... 0.525817 \n", "\n", " 113 114 115 116 \\\n", "I5P4_local_trunc 1.898820 4.873864 2.944964 2.272517 \n", "I8P4_local_trunc 1.706451 4.606419 2.177921 2.076461 \n", "I8P4_drift_trunc 3.133905 3.512176 1.844496 1.585251 \n", "I5P4_drift_trunc 1.431661 3.896161 2.387312 1.767129 \n", "I8L2_local_trunc 2.019105 4.907391 2.770480 2.900587 \n", "I5L2_local_trunc 2.350576 6.159270 3.805219 3.103455 \n", "I8L2_drift_trunc 2.942201 3.077659 0.685526 NaN \n", "I5L2_drift_trunc 0.360505 0.999005 NaN NaN \n", "I8P4_ints_count 114.000000 117.000000 119.000000 113.000000 \n", "I5P4_ints_count 115.000000 117.000000 111.000000 113.000000 \n", "I8L2_ints_count 114.000000 117.000000 119.000000 113.000000 \n", "I5L2_ints_count 115.000000 117.000000 111.000000 113.000000 \n", "I8P4_driftperc_trunc 0.391738 0.439022 0.230562 0.198156 \n", "I8P4_localperc_trunc 0.213306 0.575802 0.272240 0.259558 \n", "I5P4_driftperc_trunc 0.286332 0.779232 0.477462 0.353426 \n", "I5P4_localperc_trunc 0.379764 0.974773 0.588993 0.454503 \n", "\n", " 117 118 119 120 \\\n", "I5P4_local_trunc 2.884701 3.168178 1.649012 2.400801 \n", "I8P4_local_trunc 2.668836 3.357831 2.107230 2.504026 \n", "I8P4_drift_trunc 3.120648 2.771240 1.874337 2.308642 \n", "I5P4_drift_trunc 3.003352 3.208083 1.540343 2.400271 \n", "I8L2_local_trunc 3.620502 4.091578 2.564399 3.293310 \n", "I5L2_local_trunc 3.341830 3.927692 1.882107 3.212816 \n", "I8L2_drift_trunc 1.937290 1.487880 1.173633 0.868382 \n", "I5L2_drift_trunc 2.484712 2.214132 1.244817 1.096796 \n", "I8P4_ints_count 78.000000 109.000000 111.000000 121.000000 \n", "I5P4_ints_count 108.000000 113.000000 108.000000 120.000000 \n", "I8L2_ints_count 78.000000 109.000000 111.000000 121.000000 \n", "I5L2_ints_count 108.000000 113.000000 108.000000 120.000000 \n", "I8P4_driftperc_trunc 0.390081 0.346405 0.234292 0.288580 \n", "I8P4_localperc_trunc 0.333604 0.419729 0.263404 0.313003 \n", "I5P4_driftperc_trunc 0.600670 0.641617 0.308069 0.480054 \n", "I5P4_localperc_trunc 0.576940 0.633636 0.329802 0.480160 \n", "\n", " 121 \n", "I5P4_local_trunc 2.143469 \n", "I8P4_local_trunc 3.187984 \n", "I8P4_drift_trunc 3.452782 \n", "I5P4_drift_trunc 2.112349 \n", "I8L2_local_trunc 4.138898 \n", "I5L2_local_trunc 2.759899 \n", "I8L2_drift_trunc 2.225864 \n", "I5L2_drift_trunc 1.199764 \n", "I8P4_ints_count 105.000000 \n", "I5P4_ints_count 115.000000 \n", "I8L2_ints_count 105.000000 \n", "I5L2_ints_count 115.000000 \n", "I8P4_driftperc_trunc 0.431598 \n", "I8P4_localperc_trunc 0.398498 \n", "I5P4_driftperc_trunc 0.422470 \n", "I5P4_localperc_trunc 0.428694 \n", "\n", "[16 rows x 97 columns]" ] }, "execution_count": 117, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_isip_out.T" ] }, { "cell_type": "code", "execution_count": 120, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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SMSR_iso5t1_DPsd 8.582088 3.423481 3.607109 3.291210 2.583675 7.004012 4.608983 3.167766 3.170995 3.186261... 6.123362 2.799212 4.586392 4.075651 2.487950 5.184207 5.405130 2.827062 5.538719 4.245075
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SMSR_iso8t1_DPm -3.198754 -2.827224 -13.311147 -0.553203 -2.327200 -3.092538 -1.458121 0.968610 -2.741571 0.354671... -5.737524 0.205687 -0.826352 -2.226755 -1.372491 -1.247007 1.162443 -0.060845 -9.056157 -3.304496
SMSR_iso8t1_DPsd 7.944039 2.964738 9.624027 5.005393 2.431597 6.505625 4.433459 2.268350 4.452189 4.964179... 8.144077 2.344456 6.235354 3.659721 2.334648 5.438937 3.613148 2.767637 4.298762 5.691151
SMSR_iso8t1_DPct 84.000000 104.000000 103.000000 106.000000 107.000000 101.000000 106.000000 104.000000 107.000000 103.000000... 98.000000 104.000000 104.000000 106.000000 106.000000 103.000000 106.000000 104.000000 102.000000 105.000000
SMSR_iso5t2_DPm -7.320309 -0.609046 -2.155283 -2.628721 -0.035660 -3.025222 -5.794925 -1.195840 -1.939757 0.793761... -10.848408 1.998485 -2.249983 -0.615855 -2.109468 -10.922451 -1.735612 1.315051 -11.177051 -7.462378
SMSR_iso5t2_DPsd 8.438450 3.522687 3.871627 3.373599 2.612512 7.021192 5.208270 3.488723 3.281671 5.276439... 5.511892 2.801852 6.319350 4.716004 3.143240 4.653159 4.076174 3.167036 5.855743 4.506521
SMSR_iso5t2_DPct 102.000000 115.000000 113.000000 116.000000 117.000000 112.000000 116.000000 117.000000 116.000000 98.000000... 114.000000 113.000000 109.000000 116.000000 117.000000 114.000000 114.000000 116.000000 114.000000 110.000000
SMSR_iso8t2_DPm NaN -4.064043 -4.258572 -0.759809 -1.704668 -1.823981 -1.913083 0.890989 -2.384110 0.150065... -1.732022 -0.082369 -6.790021 -1.854593 -1.226942 -3.161301 0.728819 -1.877539 -4.290588 -5.760608
SMSR_iso8t2_DPsd NaN 3.101403 5.063099 5.568829 3.404020 6.388830 4.368410 2.339890 4.170302 4.422124... 5.838884 2.772427 6.077328 3.511975 2.276168 4.564913 2.928230 3.214585 3.713862 5.989694
SMSR_iso8t2_DPct NaN 105.000000 105.000000 107.000000 107.000000 102.000000 106.000000 106.000000 107.000000 101.000000... 96.000000 104.000000 102.000000 102.000000 105.000000 105.000000 104.000000 105.000000 106.000000 101.000000
SMSR_lin5t_DPm NaN -4.440936 -8.097466 -4.785265 -2.822426 -7.847768 -8.081455 -2.905709 -2.321764 -1.148714... -13.171428 -1.070807 -11.101964 -4.147904 -3.269580 -6.060567 -2.044255 -4.613583 -6.337286 -7.769085
SMSR_lin5t_DPsd NaN 3.804005 4.959168 4.888448 4.628010 7.409937 5.736285 3.561546 4.532819 6.311407... 11.863541 3.458209 7.417736 4.439277 3.199540 6.582733 5.129986 4.204554 5.773415 7.357143
SMSR_lin5t_DPct NaN 155.000000 154.000000 154.000000 155.000000 149.000000 156.000000 155.000000 157.000000 149.000000... 121.000000 150.000000 148.000000 141.000000 154.000000 150.000000 154.000000 152.000000 157.000000 143.000000
SMSR_lin8t_DPm -1.466780 -2.207710 -1.394524 -0.767171 -1.167629 -2.313080 -0.667972 -0.196244 -2.514913 2.739635... -2.061360 2.228288 1.177425 -1.581256 -2.067663 -4.227632 2.762494 0.389404 -2.219642 -3.069498
SMSR_lin8t_DPsd 11.049303 3.797363 5.997794 4.568257 4.510050 5.714329 4.928837 3.213383 5.215915 5.288537... 7.265519 2.892864 6.500740 3.968508 3.315846 6.912513 4.916196 3.477552 5.289070 5.277031
SMSR_lin8t_DPct 114.000000 156.000000 151.000000 156.000000 156.000000 155.000000 156.000000 156.000000 157.000000 153.000000... 147.000000 154.000000 153.000000 146.000000 156.000000 134.000000 151.000000 155.000000 153.000000 150.000000
SMSR_phase5t_DPm -8.176227 -2.727189 -4.037511 -3.222491 -0.056542 -3.009335 -4.691215 -0.877772 -1.028469 2.607912... -7.511362 2.751770 -4.868650 -0.907275 -1.493659 -7.582498 3.159855 2.719712 -6.585747 -2.178178
SMSR_phase5t_DPsd 18.286210 4.636219 6.101449 6.015203 5.880533 8.832377 5.631446 5.549757 6.495490 8.974706... 8.618557 4.244219 7.097735 10.690847 4.345646 9.021404 8.359160 4.832540 6.673500 7.992546
SMSR_phase5t_DPct 143.000000 155.000000 154.000000 155.000000 156.000000 144.000000 156.000000 154.000000 157.000000 147.000000... 154.000000 153.000000 152.000000 155.000000 152.000000 148.000000 153.000000 153.000000 153.000000 149.000000
SMSR_phase8t_DPm -4.950975 -3.443382 -11.261584 2.320622 -0.540736 -2.155307 -3.021885 0.223643 -2.313902 1.552980... -5.626800 0.941978 -7.163684 -3.237063 -1.668319 -1.081923 2.320129 -0.321672 -5.452793 -3.261694
SMSR_phase8t_DPsd 30.292411 4.223427 6.801106 7.011985 3.834770 7.823846 5.464373 5.537968 5.319286 6.812584... 6.988509 5.164350 6.926644 5.851449 4.129328 7.146782 6.167211 4.298461 5.503316 11.802603
SMSR_phase8t_DPct 132.000000 156.000000 155.000000 156.000000 155.000000 154.000000 156.000000 154.000000 156.000000 120.000000... 154.000000 154.000000 147.000000 152.000000 156.000000 153.000000 152.000000 153.000000 154.000000 143.000000
SMSR_iso5j_DPm -7.884204 -6.820084 -5.270395 -0.552320 -3.343108 -6.488198 -3.588275 -2.625491 -5.292310 -7.260642... -11.322089 0.992438 -15.303739 -1.575724 -2.164280 -14.291407 2.168237 1.390152 -8.451801 -1.549586
SMSR_iso5j_DPsd 4.344289 5.180662 5.260285 6.896868 6.576153 6.369871 5.687223 5.210024 6.350138 5.514704... 6.121927 5.109652 8.639169 6.185684 4.871451 5.396906 8.370299 4.820479 5.017404 5.578518
SMSR_iso5j_DPct 103.000000 106.000000 106.000000 106.000000 107.000000 102.000000 106.000000 107.000000 107.000000 100.000000... 105.000000 104.000000 96.000000 104.000000 105.000000 101.000000 104.000000 104.000000 104.000000 105.000000
SMSR_iso8j_DPm NaN -6.218841 -10.064092 -4.987855 -9.660025 -7.975747 -8.929854 1.649018 -6.925825 -2.223467... -12.004863 -2.133730 -11.930682 -5.926679 -5.893919 -4.632284 0.058726 -5.148439 -7.448876 -10.669810
SMSR_iso8j_DPsd NaN 5.435017 8.475535 5.883866 5.660678 6.168150 5.515570 5.788754 6.075278 6.741509... 8.035791 3.907462 6.181960 5.100964 5.519451 4.905857 6.811418 4.125815 4.164116 5.553144
SMSR_iso8j_DPct NaN 106.000000 107.000000 105.000000 107.000000 106.000000 107.000000 106.000000 107.000000 100.000000... 103.000000 104.000000 103.000000 104.000000 106.000000 106.000000 106.000000 106.000000 104.000000 107.000000
..................................................................
SMSR_phase5t_nrm_DPm NaN -3.494445 -6.023428 -4.044406 -0.096803 -4.921805 -6.586367 -1.663917 -2.646197 NaN... -5.554789 1.637512 -2.384650 -2.340948 -1.170212 NaN 8.454378 2.841347 -6.206281 NaN
SMSR_phase5t_nrm_DPsd NaN 3.447075 5.069596 4.472898 3.686194 6.961424 5.077150 3.764374 4.054006 NaN... 8.672406 2.702044 7.063415 6.217980 3.661628 NaN 4.156459 3.642057 6.085368 NaN
SMSR_phase5t_nrm_DPct NaN 58.000000 50.000000 58.000000 58.000000 51.000000 58.000000 50.000000 62.000000 NaN... 50.000000 49.000000 55.000000 54.000000 49.000000 NaN 49.000000 49.000000 50.000000 NaN
SMSR_phase8t_nrm_DPm NaN -2.738324 -12.613996 2.200945 -0.550671 -2.789755 -1.841289 -1.104148 -2.114991 NaN... -8.864571 1.167334 -6.006915 -3.760204 -2.231690 NaN 0.507251 -0.716042 -5.191294 NaN
SMSR_phase8t_nrm_DPsd NaN 2.685532 7.588504 4.675063 2.654889 5.970898 4.366131 2.256640 4.987632 NaN... 6.390464 2.777576 5.458047 3.717879 3.070182 NaN 4.423234 2.651028 4.713386 NaN
SMSR_phase8t_nrm_DPct NaN 65.000000 57.000000 61.000000 57.000000 60.000000 61.000000 50.000000 61.000000 NaN... 50.000000 57.000000 56.000000 56.000000 62.000000 NaN 48.000000 56.000000 50.000000 NaN
SMSR_phase5j_nrm_DPm -11.148969 -3.325956 -2.762491 -7.626405 -7.175838 -8.508095 -5.800228 -10.196515 -3.477511 -4.929744... -11.247372 1.597960 -10.049117 -3.918322 -5.244204 NaN -6.636588 -4.443068 NaN NaN
SMSR_phase5j_nrm_DPsd 9.831048 4.675775 8.093669 6.432369 8.611338 7.374434 6.468034 7.577475 5.779530 9.186420... 7.306804 6.047968 8.028764 6.527422 5.395921 NaN 5.343027 5.422876 NaN NaN
SMSR_phase5j_nrm_DPct 46.000000 58.000000 52.000000 56.000000 58.000000 59.000000 58.000000 50.000000 62.000000 49.000000... 49.000000 44.000000 45.000000 49.000000 62.000000 NaN 50.000000 50.000000 NaN NaN
SMSR_phase8j_nrm_DPm -9.921800 -5.485820 -11.594407 0.012137 -1.695137 -13.082447 -9.177448 -1.539006 -5.807808 -1.357039... -11.380748 -4.138816 -11.430767 -8.163726 -8.763223 -2.627231 -4.346571 -4.187103 NaN -12.947842
SMSR_phase8j_nrm_DPsd 6.769322 3.882251 7.146704 5.035754 9.043339 9.028088 5.704594 5.154211 6.207823 6.458522... 6.210700 4.500170 7.667751 4.890995 5.952829 7.561797 6.687784 4.882306 NaN 5.635160
SMSR_phase8j_nrm_DPct 49.000000 62.000000 57.000000 58.000000 62.000000 50.000000 62.000000 58.000000 62.000000 50.000000... 58.000000 50.000000 61.000000 57.000000 55.000000 56.000000 58.000000 58.000000 NaN 58.000000
SMSR_lint_610690_DPm -5.904932 -3.629545 -5.018314 -1.965972 -1.046649 -6.135196 -4.141515 -1.082157 -2.521295 1.547984... -13.675623 0.477503 -5.995810 -2.384010 -1.992656 -3.592472 1.334023 -2.638309 -3.920254 -2.610475
SMSR_lint_610690_DPsd 14.214295 3.647491 6.254805 4.769801 5.044258 7.952984 6.309685 3.805393 4.389249 5.555110... 12.938677 3.283291 9.406283 4.755764 3.414272 5.783784 5.413948 4.346650 5.520486 5.307701
SMSR_lint_610690_DPct 70.000000 89.000000 90.000000 89.000000 90.000000 87.000000 90.000000 90.000000 90.000000 90.000000... 85.000000 90.000000 88.000000 85.000000 90.000000 90.000000 90.000000 89.000000 90.000000 87.000000
SMSR_linj_610690_DPm -11.469696 -4.611525 -6.104771 NaN -2.766766 -5.984495 -1.798480 -2.341115 -6.378774 -2.082932... NaN 1.346563 -17.484409 -4.747037 -3.671017 -10.843955 -1.537152 -1.352451 -3.832061 -5.911024
SMSR_linj_610690_DPsd 10.788868 6.692989 14.833960 NaN 12.881389 7.355279 10.090107 7.873377 7.713142 7.518116... NaN 6.278382 9.227213 6.783321 5.841060 7.550096 7.191732 4.922011 7.405898 11.879577
SMSR_linj_610690_DPct 88.000000 89.000000 86.000000 NaN 84.000000 88.000000 90.000000 90.000000 90.000000 90.000000... NaN 90.000000 88.000000 90.000000 89.000000 90.000000 90.000000 90.000000 90.000000 90.000000
SMSR_lint_700800_DPm NaN -2.836999 -5.324347 -2.588808 -0.534889 -3.920463 -2.249709 -1.423945 -3.538202 2.053367... NaN -0.203763 -2.421917 -3.037278 -3.049772 -3.185119 0.806381 -1.259571 -4.405488 -6.258277
SMSR_lint_700800_DPsd NaN 4.188447 6.278797 5.991372 4.800754 6.452870 5.338793 3.525517 5.302861 5.957211... NaN 3.474329 9.170531 4.447257 3.353788 8.064835 3.622448 3.628472 5.876414 9.321889
SMSR_lint_700800_DPct NaN 100.000000 99.000000 99.000000 100.000000 97.000000 101.000000 100.000000 102.000000 94.000000... NaN 95.000000 97.000000 90.000000 99.000000 81.000000 99.000000 98.000000 102.000000 87.000000
SMSR_lint_500600_DPm NaN -2.935850 -3.679656 -3.081273 -4.239167 -4.696701 -6.162629 -2.058697 -1.059976 -0.138641... -1.890201 1.884941 -6.121897 -3.185709 -2.553906 -8.668644 -0.270897 -2.702535 -3.943322 -6.960489
SMSR_lint_500600_DPsd NaN 3.763389 7.094297 4.338958 3.428162 6.109977 7.413205 3.699728 4.834872 6.247794... 9.205697 3.589876 9.466895 3.924627 2.970704 5.239500 6.837897 5.603176 5.913442 4.700504
SMSR_lint_500600_DPct NaN 102.000000 96.000000 102.000000 101.000000 101.000000 101.000000 101.000000 102.000000 98.000000... 96.000000 99.000000 97.000000 95.000000 101.000000 94.000000 96.000000 100.000000 98.000000 99.000000
SMSR_linj_700800_DPm -4.543913 -5.536776 -6.491154 NaN NaN -9.080940 -5.285475 -1.128587 -6.143924 1.101778... NaN -0.760195 NaN -5.754093 -2.759417 -4.056123 -2.236343 -2.155906 -6.996401 -8.532782
SMSR_linj_700800_DPsd 8.344733 5.658566 8.351930 NaN NaN 7.484739 7.572755 5.879357 6.601137 6.673417... NaN 5.307915 NaN 5.832539 5.775269 5.086778 5.948107 5.018592 4.189604 10.555065
SMSR_linj_700800_DPct 82.000000 102.000000 94.000000 NaN NaN 95.000000 101.000000 99.000000 100.000000 93.000000... NaN 98.000000 NaN 101.000000 98.000000 99.000000 97.000000 97.000000 91.000000 98.000000
SMSR_linj_500600_DPm -9.168428 -4.356788 -6.390442 NaN -6.003091 -9.124480 -4.398286 -5.446709 -3.476588 -3.543392... -16.546086 -0.700534 -14.919772 -5.130468 -1.959767 -12.389941 -2.258212 -1.509382 -4.102402 -2.914103
SMSR_linj_500600_DPsd 9.660953 6.813903 14.502102 NaN 9.550193 11.361092 10.270239 11.104630 8.447056 6.763741... 11.726403 7.186386 13.197983 8.916590 6.994755 8.385819 9.242493 10.248535 5.844371 8.385738
SMSR_linj_500600_DPct 88.000000 102.000000 83.000000 NaN 80.000000 91.000000 83.000000 99.000000 99.000000 91.000000... 79.000000 99.000000 96.000000 100.000000 101.000000 98.000000 94.000000 101.000000 99.000000 98.000000
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96 rows × 97 columns

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" ], "text/plain": [ " 015 016 017 018 \\\n", "SMSR_iso5t1_DPm -3.202915 -2.840413 -2.290274 -3.022502 \n", "SMSR_iso5t1_DPsd 8.582088 3.423481 3.607109 3.291210 \n", "SMSR_iso5t1_DPct 109.000000 116.000000 117.000000 116.000000 \n", "SMSR_iso8t1_DPm -3.198754 -2.827224 -13.311147 -0.553203 \n", "SMSR_iso8t1_DPsd 7.944039 2.964738 9.624027 5.005393 \n", "SMSR_iso8t1_DPct 84.000000 104.000000 103.000000 106.000000 \n", "SMSR_iso5t2_DPm -7.320309 -0.609046 -2.155283 -2.628721 \n", "SMSR_iso5t2_DPsd 8.438450 3.522687 3.871627 3.373599 \n", "SMSR_iso5t2_DPct 102.000000 115.000000 113.000000 116.000000 \n", "SMSR_iso8t2_DPm NaN -4.064043 -4.258572 -0.759809 \n", "SMSR_iso8t2_DPsd NaN 3.101403 5.063099 5.568829 \n", "SMSR_iso8t2_DPct NaN 105.000000 105.000000 107.000000 \n", "SMSR_lin5t_DPm NaN -4.440936 -8.097466 -4.785265 \n", "SMSR_lin5t_DPsd NaN 3.804005 4.959168 4.888448 \n", "SMSR_lin5t_DPct NaN 155.000000 154.000000 154.000000 \n", "SMSR_lin8t_DPm -1.466780 -2.207710 -1.394524 -0.767171 \n", "SMSR_lin8t_DPsd 11.049303 3.797363 5.997794 4.568257 \n", "SMSR_lin8t_DPct 114.000000 156.000000 151.000000 156.000000 \n", "SMSR_phase5t_DPm -8.176227 -2.727189 -4.037511 -3.222491 \n", "SMSR_phase5t_DPsd 18.286210 4.636219 6.101449 6.015203 \n", "SMSR_phase5t_DPct 143.000000 155.000000 154.000000 155.000000 \n", "SMSR_phase8t_DPm -4.950975 -3.443382 -11.261584 2.320622 \n", "SMSR_phase8t_DPsd 30.292411 4.223427 6.801106 7.011985 \n", "SMSR_phase8t_DPct 132.000000 156.000000 155.000000 156.000000 \n", "SMSR_iso5j_DPm -7.884204 -6.820084 -5.270395 -0.552320 \n", "SMSR_iso5j_DPsd 4.344289 5.180662 5.260285 6.896868 \n", "SMSR_iso5j_DPct 103.000000 106.000000 106.000000 106.000000 \n", "SMSR_iso8j_DPm NaN -6.218841 -10.064092 -4.987855 \n", "SMSR_iso8j_DPsd NaN 5.435017 8.475535 5.883866 \n", "SMSR_iso8j_DPct NaN 106.000000 107.000000 105.000000 \n", "... ... ... ... ... \n", "SMSR_phase5t_nrm_DPm NaN -3.494445 -6.023428 -4.044406 \n", "SMSR_phase5t_nrm_DPsd NaN 3.447075 5.069596 4.472898 \n", "SMSR_phase5t_nrm_DPct NaN 58.000000 50.000000 58.000000 \n", "SMSR_phase8t_nrm_DPm NaN -2.738324 -12.613996 2.200945 \n", "SMSR_phase8t_nrm_DPsd NaN 2.685532 7.588504 4.675063 \n", "SMSR_phase8t_nrm_DPct NaN 65.000000 57.000000 61.000000 \n", "SMSR_phase5j_nrm_DPm -11.148969 -3.325956 -2.762491 -7.626405 \n", "SMSR_phase5j_nrm_DPsd 9.831048 4.675775 8.093669 6.432369 \n", "SMSR_phase5j_nrm_DPct 46.000000 58.000000 52.000000 56.000000 \n", "SMSR_phase8j_nrm_DPm -9.921800 -5.485820 -11.594407 0.012137 \n", "SMSR_phase8j_nrm_DPsd 6.769322 3.882251 7.146704 5.035754 \n", "SMSR_phase8j_nrm_DPct 49.000000 62.000000 57.000000 58.000000 \n", "SMSR_lint_610690_DPm -5.904932 -3.629545 -5.018314 -1.965972 \n", "SMSR_lint_610690_DPsd 14.214295 3.647491 6.254805 4.769801 \n", "SMSR_lint_610690_DPct 70.000000 89.000000 90.000000 89.000000 \n", "SMSR_linj_610690_DPm -11.469696 -4.611525 -6.104771 NaN \n", "SMSR_linj_610690_DPsd 10.788868 6.692989 14.833960 NaN \n", "SMSR_linj_610690_DPct 88.000000 89.000000 86.000000 NaN \n", "SMSR_lint_700800_DPm NaN -2.836999 -5.324347 -2.588808 \n", "SMSR_lint_700800_DPsd NaN 4.188447 6.278797 5.991372 \n", "SMSR_lint_700800_DPct NaN 100.000000 99.000000 99.000000 \n", "SMSR_lint_500600_DPm NaN -2.935850 -3.679656 -3.081273 \n", "SMSR_lint_500600_DPsd NaN 3.763389 7.094297 4.338958 \n", "SMSR_lint_500600_DPct NaN 102.000000 96.000000 102.000000 \n", "SMSR_linj_700800_DPm -4.543913 -5.536776 -6.491154 NaN \n", "SMSR_linj_700800_DPsd 8.344733 5.658566 8.351930 NaN \n", "SMSR_linj_700800_DPct 82.000000 102.000000 94.000000 NaN \n", "SMSR_linj_500600_DPm -9.168428 -4.356788 -6.390442 NaN \n", "SMSR_linj_500600_DPsd 9.660953 6.813903 14.502102 NaN \n", "SMSR_linj_500600_DPct 88.000000 102.000000 83.000000 NaN \n", "\n", " 019 020 021 022 \\\n", "SMSR_iso5t1_DPm -0.588655 -10.975295 -3.609441 -1.953836 \n", "SMSR_iso5t1_DPsd 2.583675 7.004012 4.608983 3.167766 \n", "SMSR_iso5t1_DPct 116.000000 117.000000 116.000000 114.000000 \n", "SMSR_iso8t1_DPm -2.327200 -3.092538 -1.458121 0.968610 \n", "SMSR_iso8t1_DPsd 2.431597 6.505625 4.433459 2.268350 \n", "SMSR_iso8t1_DPct 107.000000 101.000000 106.000000 104.000000 \n", "SMSR_iso5t2_DPm -0.035660 -3.025222 -5.794925 -1.195840 \n", "SMSR_iso5t2_DPsd 2.612512 7.021192 5.208270 3.488723 \n", "SMSR_iso5t2_DPct 117.000000 112.000000 116.000000 117.000000 \n", "SMSR_iso8t2_DPm -1.704668 -1.823981 -1.913083 0.890989 \n", "SMSR_iso8t2_DPsd 3.404020 6.388830 4.368410 2.339890 \n", "SMSR_iso8t2_DPct 107.000000 102.000000 106.000000 106.000000 \n", "SMSR_lin5t_DPm -2.822426 -7.847768 -8.081455 -2.905709 \n", "SMSR_lin5t_DPsd 4.628010 7.409937 5.736285 3.561546 \n", "SMSR_lin5t_DPct 155.000000 149.000000 156.000000 155.000000 \n", "SMSR_lin8t_DPm -1.167629 -2.313080 -0.667972 -0.196244 \n", "SMSR_lin8t_DPsd 4.510050 5.714329 4.928837 3.213383 \n", "SMSR_lin8t_DPct 156.000000 155.000000 156.000000 156.000000 \n", "SMSR_phase5t_DPm -0.056542 -3.009335 -4.691215 -0.877772 \n", "SMSR_phase5t_DPsd 5.880533 8.832377 5.631446 5.549757 \n", "SMSR_phase5t_DPct 156.000000 144.000000 156.000000 154.000000 \n", "SMSR_phase8t_DPm -0.540736 -2.155307 -3.021885 0.223643 \n", "SMSR_phase8t_DPsd 3.834770 7.823846 5.464373 5.537968 \n", "SMSR_phase8t_DPct 155.000000 154.000000 156.000000 154.000000 \n", "SMSR_iso5j_DPm -3.343108 -6.488198 -3.588275 -2.625491 \n", "SMSR_iso5j_DPsd 6.576153 6.369871 5.687223 5.210024 \n", "SMSR_iso5j_DPct 107.000000 102.000000 106.000000 107.000000 \n", "SMSR_iso8j_DPm -9.660025 -7.975747 -8.929854 1.649018 \n", "SMSR_iso8j_DPsd 5.660678 6.168150 5.515570 5.788754 \n", "SMSR_iso8j_DPct 107.000000 106.000000 107.000000 106.000000 \n", "... ... ... ... ... \n", "SMSR_phase5t_nrm_DPm -0.096803 -4.921805 -6.586367 -1.663917 \n", "SMSR_phase5t_nrm_DPsd 3.686194 6.961424 5.077150 3.764374 \n", "SMSR_phase5t_nrm_DPct 58.000000 51.000000 58.000000 50.000000 \n", "SMSR_phase8t_nrm_DPm -0.550671 -2.789755 -1.841289 -1.104148 \n", "SMSR_phase8t_nrm_DPsd 2.654889 5.970898 4.366131 2.256640 \n", "SMSR_phase8t_nrm_DPct 57.000000 60.000000 61.000000 50.000000 \n", "SMSR_phase5j_nrm_DPm -7.175838 -8.508095 -5.800228 -10.196515 \n", "SMSR_phase5j_nrm_DPsd 8.611338 7.374434 6.468034 7.577475 \n", "SMSR_phase5j_nrm_DPct 58.000000 59.000000 58.000000 50.000000 \n", "SMSR_phase8j_nrm_DPm -1.695137 -13.082447 -9.177448 -1.539006 \n", "SMSR_phase8j_nrm_DPsd 9.043339 9.028088 5.704594 5.154211 \n", "SMSR_phase8j_nrm_DPct 62.000000 50.000000 62.000000 58.000000 \n", "SMSR_lint_610690_DPm -1.046649 -6.135196 -4.141515 -1.082157 \n", "SMSR_lint_610690_DPsd 5.044258 7.952984 6.309685 3.805393 \n", "SMSR_lint_610690_DPct 90.000000 87.000000 90.000000 90.000000 \n", "SMSR_linj_610690_DPm -2.766766 -5.984495 -1.798480 -2.341115 \n", "SMSR_linj_610690_DPsd 12.881389 7.355279 10.090107 7.873377 \n", "SMSR_linj_610690_DPct 84.000000 88.000000 90.000000 90.000000 \n", "SMSR_lint_700800_DPm -0.534889 -3.920463 -2.249709 -1.423945 \n", "SMSR_lint_700800_DPsd 4.800754 6.452870 5.338793 3.525517 \n", "SMSR_lint_700800_DPct 100.000000 97.000000 101.000000 100.000000 \n", "SMSR_lint_500600_DPm -4.239167 -4.696701 -6.162629 -2.058697 \n", "SMSR_lint_500600_DPsd 3.428162 6.109977 7.413205 3.699728 \n", "SMSR_lint_500600_DPct 101.000000 101.000000 101.000000 101.000000 \n", "SMSR_linj_700800_DPm NaN -9.080940 -5.285475 -1.128587 \n", "SMSR_linj_700800_DPsd NaN 7.484739 7.572755 5.879357 \n", "SMSR_linj_700800_DPct NaN 95.000000 101.000000 99.000000 \n", "SMSR_linj_500600_DPm -6.003091 -9.124480 -4.398286 -5.446709 \n", "SMSR_linj_500600_DPsd 9.550193 11.361092 10.270239 11.104630 \n", "SMSR_linj_500600_DPct 80.000000 91.000000 83.000000 99.000000 \n", "\n", " 024 025 ... 112 \\\n", "SMSR_iso5t1_DPm -5.568016 -5.484477 ... -10.934370 \n", "SMSR_iso5t1_DPsd 3.170995 3.186261 ... 6.123362 \n", "SMSR_iso5t1_DPct 116.000000 110.000000 ... 114.000000 \n", "SMSR_iso8t1_DPm -2.741571 0.354671 ... -5.737524 \n", "SMSR_iso8t1_DPsd 4.452189 4.964179 ... 8.144077 \n", "SMSR_iso8t1_DPct 107.000000 103.000000 ... 98.000000 \n", "SMSR_iso5t2_DPm -1.939757 0.793761 ... -10.848408 \n", "SMSR_iso5t2_DPsd 3.281671 5.276439 ... 5.511892 \n", "SMSR_iso5t2_DPct 116.000000 98.000000 ... 114.000000 \n", "SMSR_iso8t2_DPm -2.384110 0.150065 ... -1.732022 \n", "SMSR_iso8t2_DPsd 4.170302 4.422124 ... 5.838884 \n", "SMSR_iso8t2_DPct 107.000000 101.000000 ... 96.000000 \n", "SMSR_lin5t_DPm -2.321764 -1.148714 ... -13.171428 \n", "SMSR_lin5t_DPsd 4.532819 6.311407 ... 11.863541 \n", "SMSR_lin5t_DPct 157.000000 149.000000 ... 121.000000 \n", "SMSR_lin8t_DPm -2.514913 2.739635 ... -2.061360 \n", "SMSR_lin8t_DPsd 5.215915 5.288537 ... 7.265519 \n", "SMSR_lin8t_DPct 157.000000 153.000000 ... 147.000000 \n", "SMSR_phase5t_DPm -1.028469 2.607912 ... -7.511362 \n", "SMSR_phase5t_DPsd 6.495490 8.974706 ... 8.618557 \n", "SMSR_phase5t_DPct 157.000000 147.000000 ... 154.000000 \n", "SMSR_phase8t_DPm -2.313902 1.552980 ... -5.626800 \n", "SMSR_phase8t_DPsd 5.319286 6.812584 ... 6.988509 \n", "SMSR_phase8t_DPct 156.000000 120.000000 ... 154.000000 \n", "SMSR_iso5j_DPm -5.292310 -7.260642 ... -11.322089 \n", "SMSR_iso5j_DPsd 6.350138 5.514704 ... 6.121927 \n", "SMSR_iso5j_DPct 107.000000 100.000000 ... 105.000000 \n", "SMSR_iso8j_DPm -6.925825 -2.223467 ... -12.004863 \n", "SMSR_iso8j_DPsd 6.075278 6.741509 ... 8.035791 \n", "SMSR_iso8j_DPct 107.000000 100.000000 ... 103.000000 \n", "... ... ... ... ... \n", "SMSR_phase5t_nrm_DPm -2.646197 NaN ... -5.554789 \n", "SMSR_phase5t_nrm_DPsd 4.054006 NaN ... 8.672406 \n", "SMSR_phase5t_nrm_DPct 62.000000 NaN ... 50.000000 \n", "SMSR_phase8t_nrm_DPm -2.114991 NaN ... -8.864571 \n", "SMSR_phase8t_nrm_DPsd 4.987632 NaN ... 6.390464 \n", "SMSR_phase8t_nrm_DPct 61.000000 NaN ... 50.000000 \n", "SMSR_phase5j_nrm_DPm -3.477511 -4.929744 ... -11.247372 \n", "SMSR_phase5j_nrm_DPsd 5.779530 9.186420 ... 7.306804 \n", "SMSR_phase5j_nrm_DPct 62.000000 49.000000 ... 49.000000 \n", "SMSR_phase8j_nrm_DPm -5.807808 -1.357039 ... -11.380748 \n", "SMSR_phase8j_nrm_DPsd 6.207823 6.458522 ... 6.210700 \n", "SMSR_phase8j_nrm_DPct 62.000000 50.000000 ... 58.000000 \n", "SMSR_lint_610690_DPm -2.521295 1.547984 ... -13.675623 \n", "SMSR_lint_610690_DPsd 4.389249 5.555110 ... 12.938677 \n", "SMSR_lint_610690_DPct 90.000000 90.000000 ... 85.000000 \n", "SMSR_linj_610690_DPm -6.378774 -2.082932 ... NaN \n", "SMSR_linj_610690_DPsd 7.713142 7.518116 ... NaN \n", "SMSR_linj_610690_DPct 90.000000 90.000000 ... NaN \n", "SMSR_lint_700800_DPm -3.538202 2.053367 ... NaN \n", "SMSR_lint_700800_DPsd 5.302861 5.957211 ... NaN \n", "SMSR_lint_700800_DPct 102.000000 94.000000 ... NaN \n", "SMSR_lint_500600_DPm -1.059976 -0.138641 ... -1.890201 \n", "SMSR_lint_500600_DPsd 4.834872 6.247794 ... 9.205697 \n", "SMSR_lint_500600_DPct 102.000000 98.000000 ... 96.000000 \n", "SMSR_linj_700800_DPm -6.143924 1.101778 ... NaN \n", "SMSR_linj_700800_DPsd 6.601137 6.673417 ... NaN \n", "SMSR_linj_700800_DPct 100.000000 93.000000 ... NaN \n", "SMSR_linj_500600_DPm -3.476588 -3.543392 ... -16.546086 \n", "SMSR_linj_500600_DPsd 8.447056 6.763741 ... 11.726403 \n", "SMSR_linj_500600_DPct 99.000000 91.000000 ... 79.000000 \n", "\n", " 113 114 115 116 \\\n", "SMSR_iso5t1_DPm -0.918811 -1.107983 -0.594511 -0.838101 \n", "SMSR_iso5t1_DPsd 2.799212 4.586392 4.075651 2.487950 \n", "SMSR_iso5t1_DPct 115.000000 113.000000 112.000000 113.000000 \n", "SMSR_iso8t1_DPm 0.205687 -0.826352 -2.226755 -1.372491 \n", "SMSR_iso8t1_DPsd 2.344456 6.235354 3.659721 2.334648 \n", "SMSR_iso8t1_DPct 104.000000 104.000000 106.000000 106.000000 \n", "SMSR_iso5t2_DPm 1.998485 -2.249983 -0.615855 -2.109468 \n", "SMSR_iso5t2_DPsd 2.801852 6.319350 4.716004 3.143240 \n", "SMSR_iso5t2_DPct 113.000000 109.000000 116.000000 117.000000 \n", "SMSR_iso8t2_DPm -0.082369 -6.790021 -1.854593 -1.226942 \n", "SMSR_iso8t2_DPsd 2.772427 6.077328 3.511975 2.276168 \n", "SMSR_iso8t2_DPct 104.000000 102.000000 102.000000 105.000000 \n", "SMSR_lin5t_DPm -1.070807 -11.101964 -4.147904 -3.269580 \n", "SMSR_lin5t_DPsd 3.458209 7.417736 4.439277 3.199540 \n", "SMSR_lin5t_DPct 150.000000 148.000000 141.000000 154.000000 \n", "SMSR_lin8t_DPm 2.228288 1.177425 -1.581256 -2.067663 \n", "SMSR_lin8t_DPsd 2.892864 6.500740 3.968508 3.315846 \n", "SMSR_lin8t_DPct 154.000000 153.000000 146.000000 156.000000 \n", "SMSR_phase5t_DPm 2.751770 -4.868650 -0.907275 -1.493659 \n", "SMSR_phase5t_DPsd 4.244219 7.097735 10.690847 4.345646 \n", "SMSR_phase5t_DPct 153.000000 152.000000 155.000000 152.000000 \n", "SMSR_phase8t_DPm 0.941978 -7.163684 -3.237063 -1.668319 \n", "SMSR_phase8t_DPsd 5.164350 6.926644 5.851449 4.129328 \n", "SMSR_phase8t_DPct 154.000000 147.000000 152.000000 156.000000 \n", "SMSR_iso5j_DPm 0.992438 -15.303739 -1.575724 -2.164280 \n", "SMSR_iso5j_DPsd 5.109652 8.639169 6.185684 4.871451 \n", "SMSR_iso5j_DPct 104.000000 96.000000 104.000000 105.000000 \n", "SMSR_iso8j_DPm -2.133730 -11.930682 -5.926679 -5.893919 \n", "SMSR_iso8j_DPsd 3.907462 6.181960 5.100964 5.519451 \n", "SMSR_iso8j_DPct 104.000000 103.000000 104.000000 106.000000 \n", "... ... ... ... ... \n", "SMSR_phase5t_nrm_DPm 1.637512 -2.384650 -2.340948 -1.170212 \n", "SMSR_phase5t_nrm_DPsd 2.702044 7.063415 6.217980 3.661628 \n", "SMSR_phase5t_nrm_DPct 49.000000 55.000000 54.000000 49.000000 \n", "SMSR_phase8t_nrm_DPm 1.167334 -6.006915 -3.760204 -2.231690 \n", "SMSR_phase8t_nrm_DPsd 2.777576 5.458047 3.717879 3.070182 \n", "SMSR_phase8t_nrm_DPct 57.000000 56.000000 56.000000 62.000000 \n", "SMSR_phase5j_nrm_DPm 1.597960 -10.049117 -3.918322 -5.244204 \n", "SMSR_phase5j_nrm_DPsd 6.047968 8.028764 6.527422 5.395921 \n", "SMSR_phase5j_nrm_DPct 44.000000 45.000000 49.000000 62.000000 \n", "SMSR_phase8j_nrm_DPm -4.138816 -11.430767 -8.163726 -8.763223 \n", "SMSR_phase8j_nrm_DPsd 4.500170 7.667751 4.890995 5.952829 \n", "SMSR_phase8j_nrm_DPct 50.000000 61.000000 57.000000 55.000000 \n", "SMSR_lint_610690_DPm 0.477503 -5.995810 -2.384010 -1.992656 \n", "SMSR_lint_610690_DPsd 3.283291 9.406283 4.755764 3.414272 \n", "SMSR_lint_610690_DPct 90.000000 88.000000 85.000000 90.000000 \n", "SMSR_linj_610690_DPm 1.346563 -17.484409 -4.747037 -3.671017 \n", "SMSR_linj_610690_DPsd 6.278382 9.227213 6.783321 5.841060 \n", "SMSR_linj_610690_DPct 90.000000 88.000000 90.000000 89.000000 \n", "SMSR_lint_700800_DPm -0.203763 -2.421917 -3.037278 -3.049772 \n", "SMSR_lint_700800_DPsd 3.474329 9.170531 4.447257 3.353788 \n", "SMSR_lint_700800_DPct 95.000000 97.000000 90.000000 99.000000 \n", "SMSR_lint_500600_DPm 1.884941 -6.121897 -3.185709 -2.553906 \n", "SMSR_lint_500600_DPsd 3.589876 9.466895 3.924627 2.970704 \n", "SMSR_lint_500600_DPct 99.000000 97.000000 95.000000 101.000000 \n", "SMSR_linj_700800_DPm -0.760195 NaN -5.754093 -2.759417 \n", "SMSR_linj_700800_DPsd 5.307915 NaN 5.832539 5.775269 \n", "SMSR_linj_700800_DPct 98.000000 NaN 101.000000 98.000000 \n", "SMSR_linj_500600_DPm -0.700534 -14.919772 -5.130468 -1.959767 \n", "SMSR_linj_500600_DPsd 7.186386 13.197983 8.916590 6.994755 \n", "SMSR_linj_500600_DPct 99.000000 96.000000 100.000000 101.000000 \n", "\n", " 117 118 119 120 \\\n", "SMSR_iso5t1_DPm -7.211448 -3.449031 -0.357402 -5.634339 \n", "SMSR_iso5t1_DPsd 5.184207 5.405130 2.827062 5.538719 \n", "SMSR_iso5t1_DPct 114.000000 114.000000 114.000000 98.000000 \n", "SMSR_iso8t1_DPm -1.247007 1.162443 -0.060845 -9.056157 \n", "SMSR_iso8t1_DPsd 5.438937 3.613148 2.767637 4.298762 \n", "SMSR_iso8t1_DPct 103.000000 106.000000 104.000000 102.000000 \n", "SMSR_iso5t2_DPm -10.922451 -1.735612 1.315051 -11.177051 \n", "SMSR_iso5t2_DPsd 4.653159 4.076174 3.167036 5.855743 \n", "SMSR_iso5t2_DPct 114.000000 114.000000 116.000000 114.000000 \n", "SMSR_iso8t2_DPm -3.161301 0.728819 -1.877539 -4.290588 \n", "SMSR_iso8t2_DPsd 4.564913 2.928230 3.214585 3.713862 \n", "SMSR_iso8t2_DPct 105.000000 104.000000 105.000000 106.000000 \n", "SMSR_lin5t_DPm -6.060567 -2.044255 -4.613583 -6.337286 \n", "SMSR_lin5t_DPsd 6.582733 5.129986 4.204554 5.773415 \n", "SMSR_lin5t_DPct 150.000000 154.000000 152.000000 157.000000 \n", "SMSR_lin8t_DPm -4.227632 2.762494 0.389404 -2.219642 \n", "SMSR_lin8t_DPsd 6.912513 4.916196 3.477552 5.289070 \n", "SMSR_lin8t_DPct 134.000000 151.000000 155.000000 153.000000 \n", "SMSR_phase5t_DPm -7.582498 3.159855 2.719712 -6.585747 \n", "SMSR_phase5t_DPsd 9.021404 8.359160 4.832540 6.673500 \n", "SMSR_phase5t_DPct 148.000000 153.000000 153.000000 153.000000 \n", "SMSR_phase8t_DPm -1.081923 2.320129 -0.321672 -5.452793 \n", "SMSR_phase8t_DPsd 7.146782 6.167211 4.298461 5.503316 \n", "SMSR_phase8t_DPct 153.000000 152.000000 153.000000 154.000000 \n", "SMSR_iso5j_DPm -14.291407 2.168237 1.390152 -8.451801 \n", "SMSR_iso5j_DPsd 5.396906 8.370299 4.820479 5.017404 \n", "SMSR_iso5j_DPct 101.000000 104.000000 104.000000 104.000000 \n", "SMSR_iso8j_DPm -4.632284 0.058726 -5.148439 -7.448876 \n", "SMSR_iso8j_DPsd 4.905857 6.811418 4.125815 4.164116 \n", "SMSR_iso8j_DPct 106.000000 106.000000 106.000000 104.000000 \n", "... ... ... ... ... \n", "SMSR_phase5t_nrm_DPm NaN 8.454378 2.841347 -6.206281 \n", "SMSR_phase5t_nrm_DPsd NaN 4.156459 3.642057 6.085368 \n", "SMSR_phase5t_nrm_DPct NaN 49.000000 49.000000 50.000000 \n", "SMSR_phase8t_nrm_DPm NaN 0.507251 -0.716042 -5.191294 \n", "SMSR_phase8t_nrm_DPsd NaN 4.423234 2.651028 4.713386 \n", "SMSR_phase8t_nrm_DPct NaN 48.000000 56.000000 50.000000 \n", "SMSR_phase5j_nrm_DPm NaN -6.636588 -4.443068 NaN \n", "SMSR_phase5j_nrm_DPsd NaN 5.343027 5.422876 NaN \n", "SMSR_phase5j_nrm_DPct NaN 50.000000 50.000000 NaN \n", "SMSR_phase8j_nrm_DPm -2.627231 -4.346571 -4.187103 NaN \n", "SMSR_phase8j_nrm_DPsd 7.561797 6.687784 4.882306 NaN \n", "SMSR_phase8j_nrm_DPct 56.000000 58.000000 58.000000 NaN \n", "SMSR_lint_610690_DPm -3.592472 1.334023 -2.638309 -3.920254 \n", "SMSR_lint_610690_DPsd 5.783784 5.413948 4.346650 5.520486 \n", "SMSR_lint_610690_DPct 90.000000 90.000000 89.000000 90.000000 \n", "SMSR_linj_610690_DPm -10.843955 -1.537152 -1.352451 -3.832061 \n", "SMSR_linj_610690_DPsd 7.550096 7.191732 4.922011 7.405898 \n", "SMSR_linj_610690_DPct 90.000000 90.000000 90.000000 90.000000 \n", "SMSR_lint_700800_DPm -3.185119 0.806381 -1.259571 -4.405488 \n", "SMSR_lint_700800_DPsd 8.064835 3.622448 3.628472 5.876414 \n", "SMSR_lint_700800_DPct 81.000000 99.000000 98.000000 102.000000 \n", "SMSR_lint_500600_DPm -8.668644 -0.270897 -2.702535 -3.943322 \n", "SMSR_lint_500600_DPsd 5.239500 6.837897 5.603176 5.913442 \n", "SMSR_lint_500600_DPct 94.000000 96.000000 100.000000 98.000000 \n", "SMSR_linj_700800_DPm -4.056123 -2.236343 -2.155906 -6.996401 \n", "SMSR_linj_700800_DPsd 5.086778 5.948107 5.018592 4.189604 \n", "SMSR_linj_700800_DPct 99.000000 97.000000 97.000000 91.000000 \n", "SMSR_linj_500600_DPm -12.389941 -2.258212 -1.509382 -4.102402 \n", "SMSR_linj_500600_DPsd 8.385819 9.242493 10.248535 5.844371 \n", "SMSR_linj_500600_DPct 98.000000 94.000000 101.000000 99.000000 \n", "\n", " 121 \n", "SMSR_iso5t1_DPm -4.897263 \n", "SMSR_iso5t1_DPsd 4.245075 \n", "SMSR_iso5t1_DPct 114.000000 \n", "SMSR_iso8t1_DPm -3.304496 \n", "SMSR_iso8t1_DPsd 5.691151 \n", "SMSR_iso8t1_DPct 105.000000 \n", "SMSR_iso5t2_DPm -7.462378 \n", "SMSR_iso5t2_DPsd 4.506521 \n", "SMSR_iso5t2_DPct 110.000000 \n", "SMSR_iso8t2_DPm -5.760608 \n", "SMSR_iso8t2_DPsd 5.989694 \n", "SMSR_iso8t2_DPct 101.000000 \n", "SMSR_lin5t_DPm -7.769085 \n", "SMSR_lin5t_DPsd 7.357143 \n", "SMSR_lin5t_DPct 143.000000 \n", "SMSR_lin8t_DPm -3.069498 \n", "SMSR_lin8t_DPsd 5.277031 \n", "SMSR_lin8t_DPct 150.000000 \n", "SMSR_phase5t_DPm -2.178178 \n", "SMSR_phase5t_DPsd 7.992546 \n", "SMSR_phase5t_DPct 149.000000 \n", "SMSR_phase8t_DPm -3.261694 \n", "SMSR_phase8t_DPsd 11.802603 \n", "SMSR_phase8t_DPct 143.000000 \n", "SMSR_iso5j_DPm -1.549586 \n", "SMSR_iso5j_DPsd 5.578518 \n", "SMSR_iso5j_DPct 105.000000 \n", "SMSR_iso8j_DPm -10.669810 \n", "SMSR_iso8j_DPsd 5.553144 \n", "SMSR_iso8j_DPct 107.000000 \n", "... ... \n", "SMSR_phase5t_nrm_DPm NaN \n", "SMSR_phase5t_nrm_DPsd NaN \n", "SMSR_phase5t_nrm_DPct NaN \n", "SMSR_phase8t_nrm_DPm NaN \n", "SMSR_phase8t_nrm_DPsd NaN \n", "SMSR_phase8t_nrm_DPct NaN \n", "SMSR_phase5j_nrm_DPm NaN \n", "SMSR_phase5j_nrm_DPsd NaN \n", "SMSR_phase5j_nrm_DPct NaN \n", "SMSR_phase8j_nrm_DPm -12.947842 \n", "SMSR_phase8j_nrm_DPsd 5.635160 \n", "SMSR_phase8j_nrm_DPct 58.000000 \n", "SMSR_lint_610690_DPm -2.610475 \n", "SMSR_lint_610690_DPsd 5.307701 \n", "SMSR_lint_610690_DPct 87.000000 \n", "SMSR_linj_610690_DPm -5.911024 \n", "SMSR_linj_610690_DPsd 11.879577 \n", "SMSR_linj_610690_DPct 90.000000 \n", "SMSR_lint_700800_DPm -6.258277 \n", "SMSR_lint_700800_DPsd 9.321889 \n", "SMSR_lint_700800_DPct 87.000000 \n", "SMSR_lint_500600_DPm -6.960489 \n", "SMSR_lint_500600_DPsd 4.700504 \n", "SMSR_lint_500600_DPct 99.000000 \n", "SMSR_linj_700800_DPm -8.532782 \n", "SMSR_linj_700800_DPsd 10.555065 \n", "SMSR_linj_700800_DPct 98.000000 \n", "SMSR_linj_500600_DPm -2.914103 \n", "SMSR_linj_500600_DPsd 8.385738 \n", "SMSR_linj_500600_DPct 98.000000 \n", "\n", "[96 rows x 97 columns]" ] }, "execution_count": 120, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#list(match('DPm$|DPsd$'))\n", "match('DP').T" ] }, { "cell_type": "code", "execution_count": 121, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "SMSR_iso5t1_DPsd\n", "limits: 8.60087044757, 0.203275967148\n", "truncated 10.6900950028 to 8.60087044757.\n", "truncated 9.63481950073 to 8.60087044757.\n", "\n", "SMSR_iso8t1_DPsd\n", "limits: 9.87651971902, -0.763594860008\n", "\n", "SMSR_iso5t2_DPsd\n", "limits: 10.3558807623, -0.608126417552\n", "truncated 11.8612907326 to 10.3558807623.\n", "truncated 13.5791256854 to 10.3558807623.\n", "\n", "SMSR_iso8t2_DPsd\n", "limits: 9.59878522787, -0.712988554483\n", "truncated 11.8655977545 to 9.59878522787.\n", "\n", "SMSR_lin5t_DPsd\n", "limits: 10.8070076853, 0.158185111673\n", "truncated 11.8635409538 to 10.8070076853.\n", "\n", "SMSR_lin8t_DPsd\n", "limits: 10.0280231673, 0.294474921876\n", "truncated 11.0493026542 to 10.0280231673.\n", "truncated 11.0265619805 to 10.0280231673.\n", "\n", "SMSR_phase5t_DPsd\n", "limits: 16.7535407837, -2.54631807882\n", "truncated 18.2862100575 to 16.7535407837.\n", "truncated 27.5098384048 to 16.7535407837.\n", "truncated 17.0772452267 to 16.7535407837.\n", "\n", "SMSR_phase8t_DPsd\n", "limits: 25.0649109419, -9.78174786142\n", "truncated 30.2924106841 to 25.0649109419.\n", "truncated 29.3655735002 to 25.0649109419.\n", "truncated 31.3696714705 to 25.0649109419.\n", "truncated 35.3537566366 to 25.0649109419.\n", "\n", "SMSR_iso5j_DPsd\n", "limits: 9.76005728626, 1.95406060147\n", "truncated 10.4387748387 to 9.76005728626.\n", "truncated 10.4313044455 to 9.76005728626.\n", "truncated 11.36798779 to 9.76005728626.\n", "\n", "SMSR_iso8j_DPsd\n", "limits: 10.4665189452, 1.68514052117\n", "\n", "SMSR_lin5j_DPsd\n", "limits: 11.2443131701, 1.72243300701\n", "truncated 11.4630163932 to 11.2443131701.\n", "\n", "SMSR_lin8j_DPsd\n", "limits: 12.8418099592, 3.35718360955\n", "truncated 13.7019946774 to 12.8418099592.\n", "\n", "SMSR_phase5j_DPsd\n", "limits: 19.4590993849, -2.59075231868\n", "truncated 29.2275328231 to 19.4590993849.\n", "truncated 19.5795283111 to 19.4590993849.\n", "truncated 22.6466134823 to 19.4590993849.\n", "\n", "SMSR_phase8j_DPsd\n", "limits: 25.8521354004, -8.65582694262\n", "truncated 27.0387786759 to 25.8521354004.\n", "truncated 32.4262272662 to 25.8521354004.\n", "truncated 33.7193492796 to 25.8521354004.\n", "truncated 39.7947850535 to 25.8521354004.\n", "\n", "SMSR_phase8j_psk_DPsd\n", "limits: 14.1453144241, 1.0792810039\n", "truncated 14.9105059267 to 14.1453144241.\n", "truncated 17.3588478049 to 14.1453144241.\n", "\n", "SMSR_phase8j_psr_DPsd\n", "limits: 14.1638879692, 1.07619626791\n", "truncated 14.9105059267 to 14.1638879692.\n", "truncated 16.8504597429 to 14.1638879692.\n", "truncated 14.7323511959 to 14.1638879692.\n", "\n", "SMSR_phase8t_psk_DPsd\n", "limits: 17.2730425126, -1.16562527323\n", "truncated 19.5324307943 to 17.2730425126.\n", "truncated 19.6005924732 to 17.2730425126.\n", "\n", "SMSR_phase8t_psr_DPsd\n", "limits: 17.1087270275, -0.937097835085\n", "truncated 19.5324307943 to 17.1087270275.\n", "truncated 19.1031420415 to 17.1087270275.\n", "\n", "SMSR_phase5j_psk_DPsd\n", "limits: 15.3704159134, 3.24397748433\n", "\n", "SMSR_phase5j_psr_DPsd\n", "limits: 15.4729098117, 3.17698380026\n", "\n", "SMSR_phase5t_psk_DPsd\n", "limits: 15.6260466573, 0.594047665708\n", "truncated 16.5909759069 to 15.6260466573.\n", "\n", "SMSR_phase5t_psr_DPsd\n", "limits: 15.4723438306, 0.772750861551\n", "truncated 15.9840524432 to 15.4723438306.\n", "truncated 15.5549046358 to 15.4723438306.\n", "\n", "SMSR_phase5t_nrm_DPsd\n", "limits: 9.57906060484, 0.0863548982969\n", "truncated 11.167463781 to 9.57906060484.\n", "\n", "SMSR_phase8t_nrm_DPsd\n", "limits: 9.70501390299, -0.527050525708\n", "truncated 10.2613675719 to 9.70501390299.\n", "\n", "SMSR_phase5j_nrm_DPsd\n", "limits: 10.7605241168, 1.75917296527\n", "\n", "SMSR_phase8j_nrm_DPsd\n", "limits: 11.2631174044, 1.25496949494\n", "\n", "SMSR_lint_610690_DPsd\n", "limits: 13.7149460015, -1.33088075612\n", "truncated 14.2142951 to 13.7149460015.\n", "truncated 13.7196181966 to 13.7149460015.\n", "\n", "SMSR_linj_610690_DPsd\n", "limits: 14.9057616429, 1.91966356957\n", "\n", "SMSR_lint_700800_DPsd\n", "limits: 12.9349960801, -1.2967639024\n", "\n", "SMSR_lint_500600_DPsd\n", "limits: 11.9556365861, -0.349007960833\n", "truncated 15.0164273031 to 11.9556365861.\n", "\n", "SMSR_linj_700800_DPsd\n", "limits: 11.94468936, 1.82632330467\n", "truncated 13.0389206706 to 11.94468936.\n", "\n", "SMSR_linj_500600_DPsd\n", "limits: 14.3891779854, 3.45206607345\n", "truncated 14.5021015221 to 14.3891779854.\n" ] }, { "data": { "text/html": [ "
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015016017018019020021022024025...112113114115116117118119120121
s_iso5t1_DPm -3.202915 -2.840413 -2.290274 -3.022502 -0.588655 -10.975295 -3.609441 -1.953836 -5.568016 -5.484477... -10.934370 -0.918811 -1.107983 -0.594511 -0.838101 -7.211448 -3.449031 -0.357402 -5.634339 -4.897263
s_iso5t1_DPsd_trunc 8.582088 3.423481 3.607109 3.291210 2.583675 7.004012 4.608983 3.167766 3.170995 3.186261... 6.123362 2.799212 4.586392 4.075651 2.487950 5.184207 5.405130 2.827062 5.538719 4.245075
s_iso5t1_DPct 109.000000 116.000000 117.000000 116.000000 116.000000 117.000000 116.000000 114.000000 116.000000 110.000000... 114.000000 115.000000 113.000000 112.000000 113.000000 114.000000 114.000000 114.000000 98.000000 114.000000
s_iso8t1_DPm -3.198754 -2.827224 -13.311147 -0.553203 -2.327200 -3.092538 -1.458121 0.968610 -2.741571 0.354671... -5.737524 0.205687 -0.826352 -2.226755 -1.372491 -1.247007 1.162443 -0.060845 -9.056157 -3.304496
s_iso8t1_DPsd_trunc 7.944039 2.964738 9.624027 5.005393 2.431597 6.505625 4.433459 2.268350 4.452189 4.964179... 8.144077 2.344456 6.235354 3.659721 2.334648 5.438937 3.613148 2.767637 4.298762 5.691151
s_iso8t1_DPct 84.000000 104.000000 103.000000 106.000000 107.000000 101.000000 106.000000 104.000000 107.000000 103.000000... 98.000000 104.000000 104.000000 106.000000 106.000000 103.000000 106.000000 104.000000 102.000000 105.000000
s_iso5t2_DPm -7.320309 -0.609046 -2.155283 -2.628721 -0.035660 -3.025222 -5.794925 -1.195840 -1.939757 0.793761... -10.848408 1.998485 -2.249983 -0.615855 -2.109468 -10.922451 -1.735612 1.315051 -11.177051 -7.462378
s_iso5t2_DPsd_trunc 8.438450 3.522687 3.871627 3.373599 2.612512 7.021192 5.208270 3.488723 3.281671 5.276439... 5.511892 2.801852 6.319350 4.716004 3.143240 4.653159 4.076174 3.167036 5.855743 4.506521
s_iso5t2_DPct 102.000000 115.000000 113.000000 116.000000 117.000000 112.000000 116.000000 117.000000 116.000000 98.000000... 114.000000 113.000000 109.000000 116.000000 117.000000 114.000000 114.000000 116.000000 114.000000 110.000000
s_iso8t2_DPm NaN -4.064043 -4.258572 -0.759809 -1.704668 -1.823981 -1.913083 0.890989 -2.384110 0.150065... -1.732022 -0.082369 -6.790021 -1.854593 -1.226942 -3.161301 0.728819 -1.877539 -4.290588 -5.760608
s_iso8t2_DPsd_trunc NaN 3.101403 5.063099 5.568829 3.404020 6.388830 4.368410 2.339890 4.170302 4.422124... 5.838884 2.772427 6.077328 3.511975 2.276168 4.564913 2.928230 3.214585 3.713862 5.989694
s_iso8t2_DPct NaN 105.000000 105.000000 107.000000 107.000000 102.000000 106.000000 106.000000 107.000000 101.000000... 96.000000 104.000000 102.000000 102.000000 105.000000 105.000000 104.000000 105.000000 106.000000 101.000000
s_lin5t_DPm NaN -4.440936 -8.097466 -4.785265 -2.822426 -7.847768 -8.081455 -2.905709 -2.321764 -1.148714... -13.171428 -1.070807 -11.101964 -4.147904 -3.269580 -6.060567 -2.044255 -4.613583 -6.337286 -7.769085
s_lin5t_DPsd_trunc NaN 3.804005 4.959168 4.888448 4.628010 7.409937 5.736285 3.561546 4.532819 6.311407... 10.807008 3.458209 7.417736 4.439277 3.199540 6.582733 5.129986 4.204554 5.773415 7.357143
s_lin5t_DPct NaN 155.000000 154.000000 154.000000 155.000000 149.000000 156.000000 155.000000 157.000000 149.000000... 121.000000 150.000000 148.000000 141.000000 154.000000 150.000000 154.000000 152.000000 157.000000 143.000000
s_lin8t_DPm -1.466780 -2.207710 -1.394524 -0.767171 -1.167629 -2.313080 -0.667972 -0.196244 -2.514913 2.739635... -2.061360 2.228288 1.177425 -1.581256 -2.067663 -4.227632 2.762494 0.389404 -2.219642 -3.069498
s_lin8t_DPsd_trunc 10.028023 3.797363 5.997794 4.568257 4.510050 5.714329 4.928837 3.213383 5.215915 5.288537... 7.265519 2.892864 6.500740 3.968508 3.315846 6.912513 4.916196 3.477552 5.289070 5.277031
s_lin8t_DPct 114.000000 156.000000 151.000000 156.000000 156.000000 155.000000 156.000000 156.000000 157.000000 153.000000... 147.000000 154.000000 153.000000 146.000000 156.000000 134.000000 151.000000 155.000000 153.000000 150.000000
s_phase5t_DPm -8.176227 -2.727189 -4.037511 -3.222491 -0.056542 -3.009335 -4.691215 -0.877772 -1.028469 2.607912... -7.511362 2.751770 -4.868650 -0.907275 -1.493659 -7.582498 3.159855 2.719712 -6.585747 -2.178178
s_phase5t_DPsd_trunc 16.753541 4.636219 6.101449 6.015203 5.880533 8.832377 5.631446 5.549757 6.495490 8.974706... 8.618557 4.244219 7.097735 10.690847 4.345646 9.021404 8.359160 4.832540 6.673500 7.992546
s_phase5t_DPct 143.000000 155.000000 154.000000 155.000000 156.000000 144.000000 156.000000 154.000000 157.000000 147.000000... 154.000000 153.000000 152.000000 155.000000 152.000000 148.000000 153.000000 153.000000 153.000000 149.000000
s_phase8t_DPm -4.950975 -3.443382 -11.261584 2.320622 -0.540736 -2.155307 -3.021885 0.223643 -2.313902 1.552980... -5.626800 0.941978 -7.163684 -3.237063 -1.668319 -1.081923 2.320129 -0.321672 -5.452793 -3.261694
s_phase8t_DPsd_trunc 25.064911 4.223427 6.801106 7.011985 3.834770 7.823846 5.464373 5.537968 5.319286 6.812584... 6.988509 5.164350 6.926644 5.851449 4.129328 7.146782 6.167211 4.298461 5.503316 11.802603
s_phase8t_DPct 132.000000 156.000000 155.000000 156.000000 155.000000 154.000000 156.000000 154.000000 156.000000 120.000000... 154.000000 154.000000 147.000000 152.000000 156.000000 153.000000 152.000000 153.000000 154.000000 143.000000
s_iso5j_DPm -7.884204 -6.820084 -5.270395 -0.552320 -3.343108 -6.488198 -3.588275 -2.625491 -5.292310 -7.260642... -11.322089 0.992438 -15.303739 -1.575724 -2.164280 -14.291407 2.168237 1.390152 -8.451801 -1.549586
s_iso5j_DPsd_trunc 4.344289 5.180662 5.260285 6.896868 6.576153 6.369871 5.687223 5.210024 6.350138 5.514704... 6.121927 5.109652 8.639169 6.185684 4.871451 5.396906 8.370299 4.820479 5.017404 5.578518
s_iso5j_DPct 103.000000 106.000000 106.000000 106.000000 107.000000 102.000000 106.000000 107.000000 107.000000 100.000000... 105.000000 104.000000 96.000000 104.000000 105.000000 101.000000 104.000000 104.000000 104.000000 105.000000
s_iso8j_DPm NaN -6.218841 -10.064092 -4.987855 -9.660025 -7.975747 -8.929854 1.649018 -6.925825 -2.223467... -12.004863 -2.133730 -11.930682 -5.926679 -5.893919 -4.632284 0.058726 -5.148439 -7.448876 -10.669810
s_iso8j_DPsd_trunc NaN 5.435017 8.475535 5.883866 5.660678 6.168150 5.515570 5.788754 6.075278 6.741509... 8.035791 3.907462 6.181960 5.100964 5.519451 4.905857 6.811418 4.125815 4.164116 5.553144
s_iso8j_DPct NaN 106.000000 107.000000 105.000000 107.000000 106.000000 107.000000 106.000000 107.000000 100.000000... 103.000000 104.000000 103.000000 104.000000 106.000000 106.000000 106.000000 106.000000 104.000000 107.000000
..................................................................
s_phase5t_nrm_DPm NaN -3.494445 -6.023428 -4.044406 -0.096803 -4.921805 -6.586367 -1.663917 -2.646197 NaN... -5.554789 1.637512 -2.384650 -2.340948 -1.170212 NaN 8.454378 2.841347 -6.206281 NaN
s_phase5t_nrm_DPsd_trunc NaN 3.447075 5.069596 4.472898 3.686194 6.961424 5.077150 3.764374 4.054006 NaN... 8.672406 2.702044 7.063415 6.217980 3.661628 NaN 4.156459 3.642057 6.085368 NaN
s_phase5t_nrm_DPct NaN 58.000000 50.000000 58.000000 58.000000 51.000000 58.000000 50.000000 62.000000 NaN... 50.000000 49.000000 55.000000 54.000000 49.000000 NaN 49.000000 49.000000 50.000000 NaN
s_phase8t_nrm_DPm NaN -2.738324 -12.613996 2.200945 -0.550671 -2.789755 -1.841289 -1.104148 -2.114991 NaN... -8.864571 1.167334 -6.006915 -3.760204 -2.231690 NaN 0.507251 -0.716042 -5.191294 NaN
s_phase8t_nrm_DPsd_trunc NaN 2.685532 7.588504 4.675063 2.654889 5.970898 4.366131 2.256640 4.987632 NaN... 6.390464 2.777576 5.458047 3.717879 3.070182 NaN 4.423234 2.651028 4.713386 NaN
s_phase8t_nrm_DPct NaN 65.000000 57.000000 61.000000 57.000000 60.000000 61.000000 50.000000 61.000000 NaN... 50.000000 57.000000 56.000000 56.000000 62.000000 NaN 48.000000 56.000000 50.000000 NaN
s_phase5j_nrm_DPm -11.148969 -3.325956 -2.762491 -7.626405 -7.175838 -8.508095 -5.800228 -10.196515 -3.477511 -4.929744... -11.247372 1.597960 -10.049117 -3.918322 -5.244204 NaN -6.636588 -4.443068 NaN NaN
s_phase5j_nrm_DPsd_trunc 9.831048 4.675775 8.093669 6.432369 8.611338 7.374434 6.468034 7.577475 5.779530 9.186420... 7.306804 6.047968 8.028764 6.527422 5.395921 NaN 5.343027 5.422876 NaN NaN
s_phase5j_nrm_DPct 46.000000 58.000000 52.000000 56.000000 58.000000 59.000000 58.000000 50.000000 62.000000 49.000000... 49.000000 44.000000 45.000000 49.000000 62.000000 NaN 50.000000 50.000000 NaN NaN
s_phase8j_nrm_DPm -9.921800 -5.485820 -11.594407 0.012137 -1.695137 -13.082447 -9.177448 -1.539006 -5.807808 -1.357039... -11.380748 -4.138816 -11.430767 -8.163726 -8.763223 -2.627231 -4.346571 -4.187103 NaN -12.947842
s_phase8j_nrm_DPsd_trunc 6.769322 3.882251 7.146704 5.035754 9.043339 9.028088 5.704594 5.154211 6.207823 6.458522... 6.210700 4.500170 7.667751 4.890995 5.952829 7.561797 6.687784 4.882306 NaN 5.635160
s_phase8j_nrm_DPct 49.000000 62.000000 57.000000 58.000000 62.000000 50.000000 62.000000 58.000000 62.000000 50.000000... 58.000000 50.000000 61.000000 57.000000 55.000000 56.000000 58.000000 58.000000 NaN 58.000000
s_lint_610690_DPm -5.904932 -3.629545 -5.018314 -1.965972 -1.046649 -6.135196 -4.141515 -1.082157 -2.521295 1.547984... -13.675623 0.477503 -5.995810 -2.384010 -1.992656 -3.592472 1.334023 -2.638309 -3.920254 -2.610475
s_lint_610690_DPsd_trunc 13.714946 3.647491 6.254805 4.769801 5.044258 7.952984 6.309685 3.805393 4.389249 5.555110... 12.938677 3.283291 9.406283 4.755764 3.414272 5.783784 5.413948 4.346650 5.520486 5.307701
s_lint_610690_DPct 70.000000 89.000000 90.000000 89.000000 90.000000 87.000000 90.000000 90.000000 90.000000 90.000000... 85.000000 90.000000 88.000000 85.000000 90.000000 90.000000 90.000000 89.000000 90.000000 87.000000
s_linj_610690_DPm -11.469696 -4.611525 -6.104771 NaN -2.766766 -5.984495 -1.798480 -2.341115 -6.378774 -2.082932... NaN 1.346563 -17.484409 -4.747037 -3.671017 -10.843955 -1.537152 -1.352451 -3.832061 -5.911024
s_linj_610690_DPsd_trunc 10.788868 6.692989 14.833960 NaN 12.881389 7.355279 10.090107 7.873377 7.713142 7.518116... NaN 6.278382 9.227213 6.783321 5.841060 7.550096 7.191732 4.922011 7.405898 11.879577
s_linj_610690_DPct 88.000000 89.000000 86.000000 NaN 84.000000 88.000000 90.000000 90.000000 90.000000 90.000000... NaN 90.000000 88.000000 90.000000 89.000000 90.000000 90.000000 90.000000 90.000000 90.000000
s_lint_700800_DPm NaN -2.836999 -5.324347 -2.588808 -0.534889 -3.920463 -2.249709 -1.423945 -3.538202 2.053367... NaN -0.203763 -2.421917 -3.037278 -3.049772 -3.185119 0.806381 -1.259571 -4.405488 -6.258277
s_lint_700800_DPsd_trunc NaN 4.188447 6.278797 5.991372 4.800754 6.452870 5.338793 3.525517 5.302861 5.957211... NaN 3.474329 9.170531 4.447257 3.353788 8.064835 3.622448 3.628472 5.876414 9.321889
s_lint_700800_DPct NaN 100.000000 99.000000 99.000000 100.000000 97.000000 101.000000 100.000000 102.000000 94.000000... NaN 95.000000 97.000000 90.000000 99.000000 81.000000 99.000000 98.000000 102.000000 87.000000
s_lint_500600_DPm NaN -2.935850 -3.679656 -3.081273 -4.239167 -4.696701 -6.162629 -2.058697 -1.059976 -0.138641... -1.890201 1.884941 -6.121897 -3.185709 -2.553906 -8.668644 -0.270897 -2.702535 -3.943322 -6.960489
s_lint_500600_DPsd_trunc NaN 3.763389 7.094297 4.338958 3.428162 6.109977 7.413205 3.699728 4.834872 6.247794... 9.205697 3.589876 9.466895 3.924627 2.970704 5.239500 6.837897 5.603176 5.913442 4.700504
s_lint_500600_DPct NaN 102.000000 96.000000 102.000000 101.000000 101.000000 101.000000 101.000000 102.000000 98.000000... 96.000000 99.000000 97.000000 95.000000 101.000000 94.000000 96.000000 100.000000 98.000000 99.000000
s_linj_700800_DPm -4.543913 -5.536776 -6.491154 NaN NaN -9.080940 -5.285475 -1.128587 -6.143924 1.101778... NaN -0.760195 NaN -5.754093 -2.759417 -4.056123 -2.236343 -2.155906 -6.996401 -8.532782
s_linj_700800_DPsd_trunc 8.344733 5.658566 8.351930 NaN NaN 7.484739 7.572755 5.879357 6.601137 6.673417... NaN 5.307915 NaN 5.832539 5.775269 5.086778 5.948107 5.018592 4.189604 10.555065
s_linj_700800_DPct 82.000000 102.000000 94.000000 NaN NaN 95.000000 101.000000 99.000000 100.000000 93.000000... NaN 98.000000 NaN 101.000000 98.000000 99.000000 97.000000 97.000000 91.000000 98.000000
s_linj_500600_DPm -9.168428 -4.356788 -6.390442 NaN -6.003091 -9.124480 -4.398286 -5.446709 -3.476588 -3.543392... -16.546086 -0.700534 -14.919772 -5.130468 -1.959767 -12.389941 -2.258212 -1.509382 -4.102402 -2.914103
s_linj_500600_DPsd_trunc 9.660953 6.813903 14.389178 NaN 9.550193 11.361092 10.270239 11.104630 8.447056 6.763741... 11.726403 7.186386 13.197983 8.916590 6.994755 8.385819 9.242493 10.248535 5.844371 8.385738
s_linj_500600_DPct 88.000000 102.000000 83.000000 NaN 80.000000 91.000000 83.000000 99.000000 99.000000 91.000000... 79.000000 99.000000 96.000000 100.000000 101.000000 98.000000 94.000000 101.000000 99.000000 98.000000
\n", "

96 rows × 97 columns

\n", "
" ], "text/plain": [ " 015 016 017 018 \\\n", "s_iso5t1_DPm -3.202915 -2.840413 -2.290274 -3.022502 \n", "s_iso5t1_DPsd_trunc 8.582088 3.423481 3.607109 3.291210 \n", "s_iso5t1_DPct 109.000000 116.000000 117.000000 116.000000 \n", "s_iso8t1_DPm -3.198754 -2.827224 -13.311147 -0.553203 \n", "s_iso8t1_DPsd_trunc 7.944039 2.964738 9.624027 5.005393 \n", "s_iso8t1_DPct 84.000000 104.000000 103.000000 106.000000 \n", "s_iso5t2_DPm -7.320309 -0.609046 -2.155283 -2.628721 \n", "s_iso5t2_DPsd_trunc 8.438450 3.522687 3.871627 3.373599 \n", "s_iso5t2_DPct 102.000000 115.000000 113.000000 116.000000 \n", "s_iso8t2_DPm NaN -4.064043 -4.258572 -0.759809 \n", "s_iso8t2_DPsd_trunc NaN 3.101403 5.063099 5.568829 \n", "s_iso8t2_DPct NaN 105.000000 105.000000 107.000000 \n", "s_lin5t_DPm NaN -4.440936 -8.097466 -4.785265 \n", "s_lin5t_DPsd_trunc NaN 3.804005 4.959168 4.888448 \n", "s_lin5t_DPct NaN 155.000000 154.000000 154.000000 \n", "s_lin8t_DPm -1.466780 -2.207710 -1.394524 -0.767171 \n", "s_lin8t_DPsd_trunc 10.028023 3.797363 5.997794 4.568257 \n", "s_lin8t_DPct 114.000000 156.000000 151.000000 156.000000 \n", "s_phase5t_DPm -8.176227 -2.727189 -4.037511 -3.222491 \n", "s_phase5t_DPsd_trunc 16.753541 4.636219 6.101449 6.015203 \n", "s_phase5t_DPct 143.000000 155.000000 154.000000 155.000000 \n", "s_phase8t_DPm -4.950975 -3.443382 -11.261584 2.320622 \n", "s_phase8t_DPsd_trunc 25.064911 4.223427 6.801106 7.011985 \n", "s_phase8t_DPct 132.000000 156.000000 155.000000 156.000000 \n", "s_iso5j_DPm -7.884204 -6.820084 -5.270395 -0.552320 \n", "s_iso5j_DPsd_trunc 4.344289 5.180662 5.260285 6.896868 \n", "s_iso5j_DPct 103.000000 106.000000 106.000000 106.000000 \n", "s_iso8j_DPm NaN -6.218841 -10.064092 -4.987855 \n", "s_iso8j_DPsd_trunc NaN 5.435017 8.475535 5.883866 \n", "s_iso8j_DPct NaN 106.000000 107.000000 105.000000 \n", "... ... ... ... ... \n", "s_phase5t_nrm_DPm NaN -3.494445 -6.023428 -4.044406 \n", "s_phase5t_nrm_DPsd_trunc NaN 3.447075 5.069596 4.472898 \n", "s_phase5t_nrm_DPct NaN 58.000000 50.000000 58.000000 \n", "s_phase8t_nrm_DPm NaN -2.738324 -12.613996 2.200945 \n", "s_phase8t_nrm_DPsd_trunc NaN 2.685532 7.588504 4.675063 \n", "s_phase8t_nrm_DPct NaN 65.000000 57.000000 61.000000 \n", "s_phase5j_nrm_DPm -11.148969 -3.325956 -2.762491 -7.626405 \n", "s_phase5j_nrm_DPsd_trunc 9.831048 4.675775 8.093669 6.432369 \n", "s_phase5j_nrm_DPct 46.000000 58.000000 52.000000 56.000000 \n", "s_phase8j_nrm_DPm -9.921800 -5.485820 -11.594407 0.012137 \n", "s_phase8j_nrm_DPsd_trunc 6.769322 3.882251 7.146704 5.035754 \n", "s_phase8j_nrm_DPct 49.000000 62.000000 57.000000 58.000000 \n", "s_lint_610690_DPm -5.904932 -3.629545 -5.018314 -1.965972 \n", "s_lint_610690_DPsd_trunc 13.714946 3.647491 6.254805 4.769801 \n", "s_lint_610690_DPct 70.000000 89.000000 90.000000 89.000000 \n", "s_linj_610690_DPm -11.469696 -4.611525 -6.104771 NaN \n", "s_linj_610690_DPsd_trunc 10.788868 6.692989 14.833960 NaN \n", "s_linj_610690_DPct 88.000000 89.000000 86.000000 NaN \n", "s_lint_700800_DPm NaN -2.836999 -5.324347 -2.588808 \n", "s_lint_700800_DPsd_trunc NaN 4.188447 6.278797 5.991372 \n", "s_lint_700800_DPct NaN 100.000000 99.000000 99.000000 \n", "s_lint_500600_DPm NaN -2.935850 -3.679656 -3.081273 \n", "s_lint_500600_DPsd_trunc NaN 3.763389 7.094297 4.338958 \n", "s_lint_500600_DPct NaN 102.000000 96.000000 102.000000 \n", "s_linj_700800_DPm -4.543913 -5.536776 -6.491154 NaN \n", "s_linj_700800_DPsd_trunc 8.344733 5.658566 8.351930 NaN \n", "s_linj_700800_DPct 82.000000 102.000000 94.000000 NaN \n", "s_linj_500600_DPm -9.168428 -4.356788 -6.390442 NaN \n", "s_linj_500600_DPsd_trunc 9.660953 6.813903 14.389178 NaN \n", "s_linj_500600_DPct 88.000000 102.000000 83.000000 NaN \n", "\n", " 019 020 021 022 \\\n", "s_iso5t1_DPm -0.588655 -10.975295 -3.609441 -1.953836 \n", "s_iso5t1_DPsd_trunc 2.583675 7.004012 4.608983 3.167766 \n", "s_iso5t1_DPct 116.000000 117.000000 116.000000 114.000000 \n", "s_iso8t1_DPm -2.327200 -3.092538 -1.458121 0.968610 \n", "s_iso8t1_DPsd_trunc 2.431597 6.505625 4.433459 2.268350 \n", "s_iso8t1_DPct 107.000000 101.000000 106.000000 104.000000 \n", "s_iso5t2_DPm -0.035660 -3.025222 -5.794925 -1.195840 \n", "s_iso5t2_DPsd_trunc 2.612512 7.021192 5.208270 3.488723 \n", "s_iso5t2_DPct 117.000000 112.000000 116.000000 117.000000 \n", "s_iso8t2_DPm -1.704668 -1.823981 -1.913083 0.890989 \n", "s_iso8t2_DPsd_trunc 3.404020 6.388830 4.368410 2.339890 \n", "s_iso8t2_DPct 107.000000 102.000000 106.000000 106.000000 \n", "s_lin5t_DPm -2.822426 -7.847768 -8.081455 -2.905709 \n", "s_lin5t_DPsd_trunc 4.628010 7.409937 5.736285 3.561546 \n", "s_lin5t_DPct 155.000000 149.000000 156.000000 155.000000 \n", "s_lin8t_DPm -1.167629 -2.313080 -0.667972 -0.196244 \n", "s_lin8t_DPsd_trunc 4.510050 5.714329 4.928837 3.213383 \n", "s_lin8t_DPct 156.000000 155.000000 156.000000 156.000000 \n", "s_phase5t_DPm -0.056542 -3.009335 -4.691215 -0.877772 \n", "s_phase5t_DPsd_trunc 5.880533 8.832377 5.631446 5.549757 \n", "s_phase5t_DPct 156.000000 144.000000 156.000000 154.000000 \n", "s_phase8t_DPm -0.540736 -2.155307 -3.021885 0.223643 \n", "s_phase8t_DPsd_trunc 3.834770 7.823846 5.464373 5.537968 \n", "s_phase8t_DPct 155.000000 154.000000 156.000000 154.000000 \n", "s_iso5j_DPm -3.343108 -6.488198 -3.588275 -2.625491 \n", "s_iso5j_DPsd_trunc 6.576153 6.369871 5.687223 5.210024 \n", "s_iso5j_DPct 107.000000 102.000000 106.000000 107.000000 \n", "s_iso8j_DPm -9.660025 -7.975747 -8.929854 1.649018 \n", "s_iso8j_DPsd_trunc 5.660678 6.168150 5.515570 5.788754 \n", "s_iso8j_DPct 107.000000 106.000000 107.000000 106.000000 \n", "... ... ... ... ... \n", "s_phase5t_nrm_DPm -0.096803 -4.921805 -6.586367 -1.663917 \n", "s_phase5t_nrm_DPsd_trunc 3.686194 6.961424 5.077150 3.764374 \n", "s_phase5t_nrm_DPct 58.000000 51.000000 58.000000 50.000000 \n", "s_phase8t_nrm_DPm -0.550671 -2.789755 -1.841289 -1.104148 \n", "s_phase8t_nrm_DPsd_trunc 2.654889 5.970898 4.366131 2.256640 \n", "s_phase8t_nrm_DPct 57.000000 60.000000 61.000000 50.000000 \n", "s_phase5j_nrm_DPm -7.175838 -8.508095 -5.800228 -10.196515 \n", "s_phase5j_nrm_DPsd_trunc 8.611338 7.374434 6.468034 7.577475 \n", "s_phase5j_nrm_DPct 58.000000 59.000000 58.000000 50.000000 \n", "s_phase8j_nrm_DPm -1.695137 -13.082447 -9.177448 -1.539006 \n", "s_phase8j_nrm_DPsd_trunc 9.043339 9.028088 5.704594 5.154211 \n", "s_phase8j_nrm_DPct 62.000000 50.000000 62.000000 58.000000 \n", "s_lint_610690_DPm -1.046649 -6.135196 -4.141515 -1.082157 \n", "s_lint_610690_DPsd_trunc 5.044258 7.952984 6.309685 3.805393 \n", "s_lint_610690_DPct 90.000000 87.000000 90.000000 90.000000 \n", "s_linj_610690_DPm -2.766766 -5.984495 -1.798480 -2.341115 \n", "s_linj_610690_DPsd_trunc 12.881389 7.355279 10.090107 7.873377 \n", "s_linj_610690_DPct 84.000000 88.000000 90.000000 90.000000 \n", "s_lint_700800_DPm -0.534889 -3.920463 -2.249709 -1.423945 \n", "s_lint_700800_DPsd_trunc 4.800754 6.452870 5.338793 3.525517 \n", "s_lint_700800_DPct 100.000000 97.000000 101.000000 100.000000 \n", "s_lint_500600_DPm -4.239167 -4.696701 -6.162629 -2.058697 \n", "s_lint_500600_DPsd_trunc 3.428162 6.109977 7.413205 3.699728 \n", "s_lint_500600_DPct 101.000000 101.000000 101.000000 101.000000 \n", "s_linj_700800_DPm NaN -9.080940 -5.285475 -1.128587 \n", "s_linj_700800_DPsd_trunc NaN 7.484739 7.572755 5.879357 \n", "s_linj_700800_DPct NaN 95.000000 101.000000 99.000000 \n", "s_linj_500600_DPm -6.003091 -9.124480 -4.398286 -5.446709 \n", "s_linj_500600_DPsd_trunc 9.550193 11.361092 10.270239 11.104630 \n", "s_linj_500600_DPct 80.000000 91.000000 83.000000 99.000000 \n", "\n", " 024 025 ... 112 \\\n", "s_iso5t1_DPm -5.568016 -5.484477 ... -10.934370 \n", "s_iso5t1_DPsd_trunc 3.170995 3.186261 ... 6.123362 \n", "s_iso5t1_DPct 116.000000 110.000000 ... 114.000000 \n", "s_iso8t1_DPm -2.741571 0.354671 ... -5.737524 \n", "s_iso8t1_DPsd_trunc 4.452189 4.964179 ... 8.144077 \n", "s_iso8t1_DPct 107.000000 103.000000 ... 98.000000 \n", "s_iso5t2_DPm -1.939757 0.793761 ... -10.848408 \n", "s_iso5t2_DPsd_trunc 3.281671 5.276439 ... 5.511892 \n", "s_iso5t2_DPct 116.000000 98.000000 ... 114.000000 \n", "s_iso8t2_DPm -2.384110 0.150065 ... -1.732022 \n", "s_iso8t2_DPsd_trunc 4.170302 4.422124 ... 5.838884 \n", "s_iso8t2_DPct 107.000000 101.000000 ... 96.000000 \n", "s_lin5t_DPm -2.321764 -1.148714 ... -13.171428 \n", "s_lin5t_DPsd_trunc 4.532819 6.311407 ... 10.807008 \n", "s_lin5t_DPct 157.000000 149.000000 ... 121.000000 \n", "s_lin8t_DPm -2.514913 2.739635 ... -2.061360 \n", "s_lin8t_DPsd_trunc 5.215915 5.288537 ... 7.265519 \n", "s_lin8t_DPct 157.000000 153.000000 ... 147.000000 \n", "s_phase5t_DPm -1.028469 2.607912 ... -7.511362 \n", "s_phase5t_DPsd_trunc 6.495490 8.974706 ... 8.618557 \n", "s_phase5t_DPct 157.000000 147.000000 ... 154.000000 \n", "s_phase8t_DPm -2.313902 1.552980 ... -5.626800 \n", "s_phase8t_DPsd_trunc 5.319286 6.812584 ... 6.988509 \n", "s_phase8t_DPct 156.000000 120.000000 ... 154.000000 \n", "s_iso5j_DPm -5.292310 -7.260642 ... -11.322089 \n", "s_iso5j_DPsd_trunc 6.350138 5.514704 ... 6.121927 \n", "s_iso5j_DPct 107.000000 100.000000 ... 105.000000 \n", "s_iso8j_DPm -6.925825 -2.223467 ... -12.004863 \n", "s_iso8j_DPsd_trunc 6.075278 6.741509 ... 8.035791 \n", "s_iso8j_DPct 107.000000 100.000000 ... 103.000000 \n", "... ... ... ... ... \n", "s_phase5t_nrm_DPm -2.646197 NaN ... -5.554789 \n", "s_phase5t_nrm_DPsd_trunc 4.054006 NaN ... 8.672406 \n", "s_phase5t_nrm_DPct 62.000000 NaN ... 50.000000 \n", "s_phase8t_nrm_DPm -2.114991 NaN ... -8.864571 \n", "s_phase8t_nrm_DPsd_trunc 4.987632 NaN ... 6.390464 \n", "s_phase8t_nrm_DPct 61.000000 NaN ... 50.000000 \n", "s_phase5j_nrm_DPm -3.477511 -4.929744 ... -11.247372 \n", "s_phase5j_nrm_DPsd_trunc 5.779530 9.186420 ... 7.306804 \n", "s_phase5j_nrm_DPct 62.000000 49.000000 ... 49.000000 \n", "s_phase8j_nrm_DPm -5.807808 -1.357039 ... -11.380748 \n", "s_phase8j_nrm_DPsd_trunc 6.207823 6.458522 ... 6.210700 \n", "s_phase8j_nrm_DPct 62.000000 50.000000 ... 58.000000 \n", "s_lint_610690_DPm -2.521295 1.547984 ... -13.675623 \n", "s_lint_610690_DPsd_trunc 4.389249 5.555110 ... 12.938677 \n", "s_lint_610690_DPct 90.000000 90.000000 ... 85.000000 \n", "s_linj_610690_DPm -6.378774 -2.082932 ... NaN \n", "s_linj_610690_DPsd_trunc 7.713142 7.518116 ... NaN \n", "s_linj_610690_DPct 90.000000 90.000000 ... NaN \n", "s_lint_700800_DPm -3.538202 2.053367 ... NaN \n", "s_lint_700800_DPsd_trunc 5.302861 5.957211 ... NaN \n", "s_lint_700800_DPct 102.000000 94.000000 ... NaN \n", "s_lint_500600_DPm -1.059976 -0.138641 ... -1.890201 \n", "s_lint_500600_DPsd_trunc 4.834872 6.247794 ... 9.205697 \n", "s_lint_500600_DPct 102.000000 98.000000 ... 96.000000 \n", "s_linj_700800_DPm -6.143924 1.101778 ... NaN \n", "s_linj_700800_DPsd_trunc 6.601137 6.673417 ... NaN \n", "s_linj_700800_DPct 100.000000 93.000000 ... NaN \n", "s_linj_500600_DPm -3.476588 -3.543392 ... -16.546086 \n", "s_linj_500600_DPsd_trunc 8.447056 6.763741 ... 11.726403 \n", "s_linj_500600_DPct 99.000000 91.000000 ... 79.000000 \n", "\n", " 113 114 115 116 \\\n", "s_iso5t1_DPm -0.918811 -1.107983 -0.594511 -0.838101 \n", "s_iso5t1_DPsd_trunc 2.799212 4.586392 4.075651 2.487950 \n", "s_iso5t1_DPct 115.000000 113.000000 112.000000 113.000000 \n", "s_iso8t1_DPm 0.205687 -0.826352 -2.226755 -1.372491 \n", "s_iso8t1_DPsd_trunc 2.344456 6.235354 3.659721 2.334648 \n", "s_iso8t1_DPct 104.000000 104.000000 106.000000 106.000000 \n", "s_iso5t2_DPm 1.998485 -2.249983 -0.615855 -2.109468 \n", "s_iso5t2_DPsd_trunc 2.801852 6.319350 4.716004 3.143240 \n", "s_iso5t2_DPct 113.000000 109.000000 116.000000 117.000000 \n", "s_iso8t2_DPm -0.082369 -6.790021 -1.854593 -1.226942 \n", "s_iso8t2_DPsd_trunc 2.772427 6.077328 3.511975 2.276168 \n", "s_iso8t2_DPct 104.000000 102.000000 102.000000 105.000000 \n", "s_lin5t_DPm -1.070807 -11.101964 -4.147904 -3.269580 \n", "s_lin5t_DPsd_trunc 3.458209 7.417736 4.439277 3.199540 \n", "s_lin5t_DPct 150.000000 148.000000 141.000000 154.000000 \n", "s_lin8t_DPm 2.228288 1.177425 -1.581256 -2.067663 \n", "s_lin8t_DPsd_trunc 2.892864 6.500740 3.968508 3.315846 \n", "s_lin8t_DPct 154.000000 153.000000 146.000000 156.000000 \n", "s_phase5t_DPm 2.751770 -4.868650 -0.907275 -1.493659 \n", "s_phase5t_DPsd_trunc 4.244219 7.097735 10.690847 4.345646 \n", "s_phase5t_DPct 153.000000 152.000000 155.000000 152.000000 \n", "s_phase8t_DPm 0.941978 -7.163684 -3.237063 -1.668319 \n", "s_phase8t_DPsd_trunc 5.164350 6.926644 5.851449 4.129328 \n", "s_phase8t_DPct 154.000000 147.000000 152.000000 156.000000 \n", "s_iso5j_DPm 0.992438 -15.303739 -1.575724 -2.164280 \n", "s_iso5j_DPsd_trunc 5.109652 8.639169 6.185684 4.871451 \n", "s_iso5j_DPct 104.000000 96.000000 104.000000 105.000000 \n", "s_iso8j_DPm -2.133730 -11.930682 -5.926679 -5.893919 \n", "s_iso8j_DPsd_trunc 3.907462 6.181960 5.100964 5.519451 \n", "s_iso8j_DPct 104.000000 103.000000 104.000000 106.000000 \n", "... ... ... ... ... \n", "s_phase5t_nrm_DPm 1.637512 -2.384650 -2.340948 -1.170212 \n", "s_phase5t_nrm_DPsd_trunc 2.702044 7.063415 6.217980 3.661628 \n", "s_phase5t_nrm_DPct 49.000000 55.000000 54.000000 49.000000 \n", "s_phase8t_nrm_DPm 1.167334 -6.006915 -3.760204 -2.231690 \n", "s_phase8t_nrm_DPsd_trunc 2.777576 5.458047 3.717879 3.070182 \n", "s_phase8t_nrm_DPct 57.000000 56.000000 56.000000 62.000000 \n", "s_phase5j_nrm_DPm 1.597960 -10.049117 -3.918322 -5.244204 \n", "s_phase5j_nrm_DPsd_trunc 6.047968 8.028764 6.527422 5.395921 \n", "s_phase5j_nrm_DPct 44.000000 45.000000 49.000000 62.000000 \n", "s_phase8j_nrm_DPm -4.138816 -11.430767 -8.163726 -8.763223 \n", "s_phase8j_nrm_DPsd_trunc 4.500170 7.667751 4.890995 5.952829 \n", "s_phase8j_nrm_DPct 50.000000 61.000000 57.000000 55.000000 \n", "s_lint_610690_DPm 0.477503 -5.995810 -2.384010 -1.992656 \n", "s_lint_610690_DPsd_trunc 3.283291 9.406283 4.755764 3.414272 \n", "s_lint_610690_DPct 90.000000 88.000000 85.000000 90.000000 \n", "s_linj_610690_DPm 1.346563 -17.484409 -4.747037 -3.671017 \n", "s_linj_610690_DPsd_trunc 6.278382 9.227213 6.783321 5.841060 \n", "s_linj_610690_DPct 90.000000 88.000000 90.000000 89.000000 \n", "s_lint_700800_DPm -0.203763 -2.421917 -3.037278 -3.049772 \n", "s_lint_700800_DPsd_trunc 3.474329 9.170531 4.447257 3.353788 \n", "s_lint_700800_DPct 95.000000 97.000000 90.000000 99.000000 \n", "s_lint_500600_DPm 1.884941 -6.121897 -3.185709 -2.553906 \n", "s_lint_500600_DPsd_trunc 3.589876 9.466895 3.924627 2.970704 \n", "s_lint_500600_DPct 99.000000 97.000000 95.000000 101.000000 \n", "s_linj_700800_DPm -0.760195 NaN -5.754093 -2.759417 \n", "s_linj_700800_DPsd_trunc 5.307915 NaN 5.832539 5.775269 \n", "s_linj_700800_DPct 98.000000 NaN 101.000000 98.000000 \n", "s_linj_500600_DPm -0.700534 -14.919772 -5.130468 -1.959767 \n", "s_linj_500600_DPsd_trunc 7.186386 13.197983 8.916590 6.994755 \n", "s_linj_500600_DPct 99.000000 96.000000 100.000000 101.000000 \n", "\n", " 117 118 119 120 \\\n", "s_iso5t1_DPm -7.211448 -3.449031 -0.357402 -5.634339 \n", "s_iso5t1_DPsd_trunc 5.184207 5.405130 2.827062 5.538719 \n", "s_iso5t1_DPct 114.000000 114.000000 114.000000 98.000000 \n", "s_iso8t1_DPm -1.247007 1.162443 -0.060845 -9.056157 \n", "s_iso8t1_DPsd_trunc 5.438937 3.613148 2.767637 4.298762 \n", "s_iso8t1_DPct 103.000000 106.000000 104.000000 102.000000 \n", "s_iso5t2_DPm -10.922451 -1.735612 1.315051 -11.177051 \n", "s_iso5t2_DPsd_trunc 4.653159 4.076174 3.167036 5.855743 \n", "s_iso5t2_DPct 114.000000 114.000000 116.000000 114.000000 \n", "s_iso8t2_DPm -3.161301 0.728819 -1.877539 -4.290588 \n", "s_iso8t2_DPsd_trunc 4.564913 2.928230 3.214585 3.713862 \n", "s_iso8t2_DPct 105.000000 104.000000 105.000000 106.000000 \n", "s_lin5t_DPm -6.060567 -2.044255 -4.613583 -6.337286 \n", "s_lin5t_DPsd_trunc 6.582733 5.129986 4.204554 5.773415 \n", "s_lin5t_DPct 150.000000 154.000000 152.000000 157.000000 \n", "s_lin8t_DPm -4.227632 2.762494 0.389404 -2.219642 \n", "s_lin8t_DPsd_trunc 6.912513 4.916196 3.477552 5.289070 \n", "s_lin8t_DPct 134.000000 151.000000 155.000000 153.000000 \n", "s_phase5t_DPm -7.582498 3.159855 2.719712 -6.585747 \n", "s_phase5t_DPsd_trunc 9.021404 8.359160 4.832540 6.673500 \n", "s_phase5t_DPct 148.000000 153.000000 153.000000 153.000000 \n", "s_phase8t_DPm -1.081923 2.320129 -0.321672 -5.452793 \n", "s_phase8t_DPsd_trunc 7.146782 6.167211 4.298461 5.503316 \n", "s_phase8t_DPct 153.000000 152.000000 153.000000 154.000000 \n", "s_iso5j_DPm -14.291407 2.168237 1.390152 -8.451801 \n", "s_iso5j_DPsd_trunc 5.396906 8.370299 4.820479 5.017404 \n", "s_iso5j_DPct 101.000000 104.000000 104.000000 104.000000 \n", "s_iso8j_DPm -4.632284 0.058726 -5.148439 -7.448876 \n", "s_iso8j_DPsd_trunc 4.905857 6.811418 4.125815 4.164116 \n", "s_iso8j_DPct 106.000000 106.000000 106.000000 104.000000 \n", "... ... ... ... ... \n", "s_phase5t_nrm_DPm NaN 8.454378 2.841347 -6.206281 \n", "s_phase5t_nrm_DPsd_trunc NaN 4.156459 3.642057 6.085368 \n", "s_phase5t_nrm_DPct NaN 49.000000 49.000000 50.000000 \n", "s_phase8t_nrm_DPm NaN 0.507251 -0.716042 -5.191294 \n", "s_phase8t_nrm_DPsd_trunc NaN 4.423234 2.651028 4.713386 \n", "s_phase8t_nrm_DPct NaN 48.000000 56.000000 50.000000 \n", "s_phase5j_nrm_DPm NaN -6.636588 -4.443068 NaN \n", "s_phase5j_nrm_DPsd_trunc NaN 5.343027 5.422876 NaN \n", "s_phase5j_nrm_DPct NaN 50.000000 50.000000 NaN \n", "s_phase8j_nrm_DPm -2.627231 -4.346571 -4.187103 NaN \n", "s_phase8j_nrm_DPsd_trunc 7.561797 6.687784 4.882306 NaN \n", "s_phase8j_nrm_DPct 56.000000 58.000000 58.000000 NaN \n", "s_lint_610690_DPm -3.592472 1.334023 -2.638309 -3.920254 \n", "s_lint_610690_DPsd_trunc 5.783784 5.413948 4.346650 5.520486 \n", "s_lint_610690_DPct 90.000000 90.000000 89.000000 90.000000 \n", "s_linj_610690_DPm -10.843955 -1.537152 -1.352451 -3.832061 \n", "s_linj_610690_DPsd_trunc 7.550096 7.191732 4.922011 7.405898 \n", "s_linj_610690_DPct 90.000000 90.000000 90.000000 90.000000 \n", "s_lint_700800_DPm -3.185119 0.806381 -1.259571 -4.405488 \n", "s_lint_700800_DPsd_trunc 8.064835 3.622448 3.628472 5.876414 \n", "s_lint_700800_DPct 81.000000 99.000000 98.000000 102.000000 \n", "s_lint_500600_DPm -8.668644 -0.270897 -2.702535 -3.943322 \n", "s_lint_500600_DPsd_trunc 5.239500 6.837897 5.603176 5.913442 \n", "s_lint_500600_DPct 94.000000 96.000000 100.000000 98.000000 \n", "s_linj_700800_DPm -4.056123 -2.236343 -2.155906 -6.996401 \n", "s_linj_700800_DPsd_trunc 5.086778 5.948107 5.018592 4.189604 \n", "s_linj_700800_DPct 99.000000 97.000000 97.000000 91.000000 \n", "s_linj_500600_DPm -12.389941 -2.258212 -1.509382 -4.102402 \n", "s_linj_500600_DPsd_trunc 8.385819 9.242493 10.248535 5.844371 \n", "s_linj_500600_DPct 98.000000 94.000000 101.000000 99.000000 \n", "\n", " 121 \n", "s_iso5t1_DPm -4.897263 \n", "s_iso5t1_DPsd_trunc 4.245075 \n", "s_iso5t1_DPct 114.000000 \n", "s_iso8t1_DPm -3.304496 \n", "s_iso8t1_DPsd_trunc 5.691151 \n", "s_iso8t1_DPct 105.000000 \n", "s_iso5t2_DPm -7.462378 \n", "s_iso5t2_DPsd_trunc 4.506521 \n", "s_iso5t2_DPct 110.000000 \n", "s_iso8t2_DPm -5.760608 \n", "s_iso8t2_DPsd_trunc 5.989694 \n", "s_iso8t2_DPct 101.000000 \n", "s_lin5t_DPm -7.769085 \n", "s_lin5t_DPsd_trunc 7.357143 \n", "s_lin5t_DPct 143.000000 \n", "s_lin8t_DPm -3.069498 \n", "s_lin8t_DPsd_trunc 5.277031 \n", "s_lin8t_DPct 150.000000 \n", "s_phase5t_DPm -2.178178 \n", "s_phase5t_DPsd_trunc 7.992546 \n", "s_phase5t_DPct 149.000000 \n", "s_phase8t_DPm -3.261694 \n", "s_phase8t_DPsd_trunc 11.802603 \n", "s_phase8t_DPct 143.000000 \n", "s_iso5j_DPm -1.549586 \n", "s_iso5j_DPsd_trunc 5.578518 \n", "s_iso5j_DPct 105.000000 \n", "s_iso8j_DPm -10.669810 \n", "s_iso8j_DPsd_trunc 5.553144 \n", "s_iso8j_DPct 107.000000 \n", "... ... \n", "s_phase5t_nrm_DPm NaN \n", "s_phase5t_nrm_DPsd_trunc NaN \n", "s_phase5t_nrm_DPct NaN \n", "s_phase8t_nrm_DPm NaN \n", "s_phase8t_nrm_DPsd_trunc NaN \n", "s_phase8t_nrm_DPct NaN \n", "s_phase5j_nrm_DPm NaN \n", "s_phase5j_nrm_DPsd_trunc NaN \n", "s_phase5j_nrm_DPct NaN \n", "s_phase8j_nrm_DPm -12.947842 \n", "s_phase8j_nrm_DPsd_trunc 5.635160 \n", "s_phase8j_nrm_DPct 58.000000 \n", "s_lint_610690_DPm -2.610475 \n", "s_lint_610690_DPsd_trunc 5.307701 \n", "s_lint_610690_DPct 87.000000 \n", "s_linj_610690_DPm -5.911024 \n", "s_linj_610690_DPsd_trunc 11.879577 \n", "s_linj_610690_DPct 90.000000 \n", "s_lint_700800_DPm -6.258277 \n", "s_lint_700800_DPsd_trunc 9.321889 \n", "s_lint_700800_DPct 87.000000 \n", "s_lint_500600_DPm -6.960489 \n", "s_lint_500600_DPsd_trunc 4.700504 \n", "s_lint_500600_DPct 99.000000 \n", "s_linj_700800_DPm -8.532782 \n", "s_linj_700800_DPsd_trunc 10.555065 \n", "s_linj_700800_DPct 98.000000 \n", "s_linj_500600_DPm -2.914103 \n", "s_linj_500600_DPsd_trunc 8.385738 \n", "s_linj_500600_DPct 98.000000 \n", "\n", "[96 rows x 97 columns]" ] }, "execution_count": 121, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_sms = match('DP')\n", "\n", "df_sms_out = pd.DataFrame(index = df_sms.index)\n", "\n", "for c in df_sms.columns: \n", " trimname = 's_' + c[5:] \n", " if (\"DPct\" in c) or (\"DPm\" in c):\n", " df_sms_out[trimname] = df_sms[c]\n", " else:\n", " df_sms_out[trimname + '_trunc'] = truncate(df_sms[c])\n", " \n", "df_sms_out.T" ] }, { "cell_type": "code", "execution_count": 122, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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s_iso5t1_DPsd_trunc_logs_iso8t1_DPsd_trunc_logs_iso5t2_DPsd_trunc_logs_iso8t2_DPsd_trunc_logs_lin5t_DPsd_trunc_logs_lin8t_DPsd_trunc_logs_phase5t_DPsd_trunc_logs_phase8t_DPsd_trunc_logs_iso5j_DPsd_trunc_logs_iso8j_DPsd_trunc_log...s_phase5t_nrm_DPsd_trunc_logs_phase8t_nrm_DPsd_trunc_logs_phase5j_nrm_DPsd_trunc_logs_phase8j_nrm_DPsd_trunc_logs_lint_610690_DPsd_trunc_logs_linj_610690_DPsd_trunc_logs_lint_700800_DPsd_trunc_logs_lint_500600_DPsd_trunc_logs_linj_700800_DPsd_trunc_logs_linj_500600_DPsd_trunc_log
015 2.149677 2.072422 2.132799 NaN NaN 2.305383 2.818610 3.221469 1.468862 NaN... NaN NaN 2.285546 1.912401 2.618486 2.378515 NaN NaN 2.121631 2.268092
016 1.230658 1.086789 1.259224 1.131855 1.336055 1.334307 1.533899 1.440647 1.644933 1.692863... 1.237526 0.987879 1.542395 1.356415 1.294040 1.901060 1.432330 1.325320 1.733171 1.918965
017 1.282907 2.264263 1.353675 1.621979 1.601238 1.791392 1.808526 1.917085 1.660185 2.137184... 1.623261 2.026634 2.091082 1.966651 1.833350 2.696919 1.837178 1.959291 2.122493 2.666476
018 1.191255 1.610516 1.215980 1.717185 1.586875 1.519132 1.794290 1.947621 1.931067 1.772214... 1.498037 1.542243 1.861343 1.616563 1.562305 NaN 1.790320 1.467634 NaN NaN
019 0.949213 0.888548 0.960312 1.224957 1.532127 1.506308 1.771647 1.344109 1.883450 1.733544... 1.304594 0.976403 2.153080 2.202028 1.618251 2.555784 1.568773 1.232024 NaN 2.256561
020 1.946483 1.872667 1.948933 1.854551 2.002822 1.742977 2.178424 2.057176 1.851579 1.819399... 1.940384 1.786897 1.998019 2.200341 2.073547 1.995418 1.864525 1.809923 2.012866 2.430195
021 1.528007 1.489180 1.650248 1.474399 1.746812 1.595103 1.728366 1.698249 1.738222 1.707575... 1.624750 1.473877 1.866872 1.741272 1.842086 2.311555 1.675000 2.003263 2.024557 2.329250
022 1.153027 0.819053 1.249536 0.850104 1.270195 1.167324 1.713754 1.711628 1.650584 1.755917... 1.325582 0.813877 2.025180 1.639814 1.336419 2.063487 1.260027 1.308259 1.771447 2.407362
024 1.154046 1.493396 1.188353 1.427988 1.511344 1.651714 1.871108 1.671339 1.848477 1.804228... 1.399705 1.606961 1.754322 1.825810 1.479158 2.042926 1.668247 1.575855 1.887242 2.133818
025 1.158848 1.602248 1.663251 1.486620 1.842359 1.665542 2.194410 1.918771 1.707418 1.908284... NaN NaN 2.217726 1.865401 1.714718 2.017316 1.784602 1.832228 1.898132 1.911576
027 1.214988 0.828005 1.164947 0.866506 1.186399 1.280419 1.769993 1.497272 1.665816 1.558870... 1.022401 1.141060 NaN 1.406696 1.267500 2.307323 1.217068 1.283543 2.480287 NaN
028 1.366933 1.220317 1.463579 1.125788 1.408837 1.402979 1.706406 1.600644 1.632847 1.634404... 1.732058 1.030859 1.826140 1.704556 1.613654 1.895121 1.317712 1.434900 1.676633 1.955105
029 1.586056 2.132944 1.685272 2.148802 2.265091 NaN 1.969318 2.183792 1.712491 1.953943... 1.398667 2.122931 1.593972 1.801566 2.588409 2.008597 2.496306 NaN 2.133729 2.217507
030 1.215353 1.032932 1.198445 1.286700 1.361396 1.611186 2.042024 1.660030 1.780308 1.653158... NaN 1.359501 1.771705 1.732649 1.645449 1.736958 1.524256 1.541147 1.597709 2.159650
032 0.730980 0.953815 0.931665 0.957351 0.962286 1.067413 1.307490 1.427185 1.375821 1.585096... 0.994635 0.891385 1.650457 1.317304 0.989258 2.119965 0.864621 1.329376 2.015059 2.187460
033 1.294672 1.289049 1.381905 1.184637 1.381818 1.264568 1.775199 1.551936 1.539494 1.517684... NaN 1.060631 2.111017 1.719209 1.456811 1.891067 1.317890 1.326461 1.542612 1.903832
034 0.950003 0.880918 1.032546 0.927776 1.277905 1.136625 1.275862 1.369869 1.417779 1.459033... 1.086269 1.016607 1.212294 1.629381 1.325006 1.831234 1.102818 1.561855 1.811249 2.092147
035 1.772024 1.604723 1.813727 1.506809 1.742526 1.511419 1.629492 1.688118 1.754228 2.106827... 1.537437 1.526862 1.633169 2.083243 1.873733 2.237716 1.956526 2.083396 NaN 2.365780
036 1.988666 2.270262 2.058694 2.255787 2.143534 1.993123 2.197500 2.439745 2.000589 2.120761... 2.053092 1.975793 2.296213 2.389359 2.119564 2.178587 2.357026 2.117718 2.305887 2.283641
038 1.349000 1.186314 1.200030 1.327411 1.935074 1.529049 1.610191 1.689371 1.606894 2.047864... 1.136915 1.425693 1.881336 NaN 2.175734 2.258559 1.555299 1.539148 1.885687 NaN
039 1.190395 1.659190 1.420872 1.269212 1.571259 1.533313 1.913795 1.979875 1.778573 1.474032... 1.729659 1.417454 1.952375 2.201466 1.540354 2.270023 1.713960 1.721283 2.113891 2.105389
040 1.507903 1.388848 1.335028 1.330698 1.602610 1.286600 1.975731 1.560555 1.633493 1.717268... 1.642887 1.135644 1.771934 1.778303 1.605856 2.250770 1.563731 1.299501 2.097774 2.608676
041 1.268629 1.156100 1.231555 1.221466 1.476011 1.342788 1.660153 1.653653 1.642166 1.665112... 1.056194 1.028205 NaN 1.796749 1.638167 2.196335 1.407219 1.563882 1.993542 NaN
043 1.770687 2.020416 1.887461 1.393694 2.027668 2.004970 2.065970 1.779030 1.948347 1.954462... 1.736332 1.753461 1.700811 2.048392 2.187593 2.030588 2.366285 2.023421 2.260785 2.052124
044 1.237567 1.075156 1.281449 1.319819 1.817071 1.671288 1.755334 1.633415 1.607361 1.897884... NaN 1.481575 1.889121 1.628732 1.751771 2.436343 2.054416 1.517867 1.882276 2.350594
046 1.626021 1.682230 1.643886 1.272820 1.666841 1.768587 1.989147 1.736674 1.737062 1.860388... 1.877527 1.274797 2.111023 1.642103 1.838421 1.999868 1.642178 1.813503 1.671312 2.184300
047 1.380242 1.398949 1.650766 1.582803 1.722535 1.598411 1.792947 2.037111 1.736514 1.849484... 1.338539 1.514411 1.848916 1.932931 1.743906 1.997943 1.709317 1.714107 2.056160 2.176172
048 1.610828 1.472176 1.656246 1.803049 2.078463 1.711675 1.863482 2.087143 1.538067 1.518730... 1.410348 2.133366 1.622487 1.472279 1.994289 2.021399 2.135832 1.854509 1.928630 2.161561
049 2.151863 1.945161 NaN NaN NaN 2.305383 2.515234 3.221469 2.278298 NaN... 2.259580 NaN NaN NaN NaN 2.579684 NaN NaN NaN NaN
051 1.390749 1.182839 1.382496 1.271641 1.423009 1.359170 1.739229 1.898883 1.676281 1.539143... 1.715900 1.543755 2.140252 1.421400 1.626791 2.082926 1.548873 1.403939 1.931787 1.984162
..................................................................
091 1.449116 1.211588 1.333326 1.168292 1.566006 1.257787 1.597946 1.549170 1.499167 1.487188... 1.312618 1.201153 1.522880 1.496527 1.446165 1.612523 1.643412 1.396902 1.671687 2.032135
092 1.345000 1.487471 1.275930 1.485463 1.854254 1.759965 1.798088 1.784696 1.695897 1.930878... 1.593130 1.598847 2.037424 1.668468 1.788295 2.010605 2.163077 1.642071 1.604979 2.064925
093 1.585773 1.546694 1.637662 1.430066 1.811371 1.605881 1.860800 1.731256 1.739643 1.994637... 1.786350 1.494587 1.604424 1.937038 1.623223 2.210662 1.841742 1.887073 1.920084 2.071302
094 1.657986 1.631690 1.760155 1.702428 1.819522 1.731488 1.982937 2.056478 1.873470 2.043344... 1.623816 2.033164 1.822206 2.118901 1.959386 2.100451 2.046481 1.737708 1.894117 2.346369
095 1.350039 1.402022 1.648476 1.212946 1.625273 1.426034 1.679399 1.596319 1.818386 1.422117... 1.285899 1.673913 1.732342 1.435371 1.706072 2.514380 1.645232 1.619249 2.432453 2.160559
096 1.183688 1.257725 1.506640 1.262937 1.537900 1.572777 1.588762 1.686659 1.821079 1.710031... 1.223411 1.358376 1.693641 1.816137 1.590050 1.837736 1.514546 1.615584 1.791156 2.050975
097 1.553118 1.441133 1.734186 1.340447 1.491838 1.498280 1.793375 1.706463 1.681646 1.762506... 1.643316 1.475694 1.937992 1.937221 1.609334 2.240401 1.476850 1.596564 1.803030 2.166801
098 1.394417 1.117052 1.130257 1.176846 1.352986 1.430074 1.464891 1.556825 1.552316 1.439605... 1.235928 NaN 1.843422 1.353870 1.610200 1.781598 1.290688 1.401033 1.582123 1.988594
099 1.447692 1.463197 1.539633 1.345424 1.514859 1.873326 2.132830 2.150460 1.987616 1.823680... 1.521154 1.685878 1.807076 1.931085 1.817515 2.103678 1.696299 1.735805 1.902442 2.210110
100 1.499580 1.267989 1.156310 1.214675 1.667821 1.396713 1.642567 1.625895 1.685254 1.548109... 1.394467 1.579856 2.033780 1.962556 1.610190 2.184703 1.583766 1.712850 1.852059 2.106062
101 1.704965 1.360519 1.659895 1.557076 1.841867 1.731204 1.996825 1.913525 1.830431 1.909514... 1.593418 1.842436 1.767468 1.950009 1.987316 2.057702 1.736324 1.606754 1.904446 2.066410
102 1.392795 1.183798 1.490049 1.149026 1.563346 1.734824 1.683533 1.647868 1.773656 1.655395... 1.104012 1.233142 1.900904 1.670638 1.966298 1.993827 1.593197 1.761838 1.810530 2.153517
103 1.375605 1.484798 1.526401 1.354565 1.499534 1.789324 1.735533 1.555921 1.849073 1.791545... 1.196766 1.245895 1.907844 1.988744 1.822989 1.998910 1.575008 1.866607 1.864822 2.111631
104 1.545028 1.747669 1.566731 NaN 2.231160 1.791717 2.622076 2.938816 NaN 1.596170... NaN NaN NaN 2.238897 2.198332 NaN 2.041397 2.050829 NaN 2.473611
105 1.801153 1.739995 1.901948 2.243605 2.276922 2.141057 1.944161 2.155787 1.862689 2.063905... 1.783304 1.549508 2.134887 NaN 2.275106 2.419920 2.286061 2.179113 NaN 2.522852
107 1.192646 1.036598 1.323714 1.213214 1.377351 1.461565 1.456936 1.391359 1.649415 1.594488... NaN 1.219295 NaN NaN 1.461152 1.954683 1.554497 1.276529 1.820042 2.091235
108 1.524372 1.342621 1.494930 1.296824 1.550446 1.647128 1.853779 1.669186 1.553136 1.678444... 1.763007 1.432985 1.862758 1.727473 1.806187 2.094723 1.748951 1.554200 1.690032 2.452959
109 1.405253 1.173891 1.531845 1.431531 1.680366 1.786235 2.200408 2.016352 1.675157 1.709617... NaN NaN NaN 1.611400 1.989616 1.932359 1.704973 1.999620 1.626547 1.956897
110 1.345261 1.356246 1.296935 1.043001 1.357591 1.223697 1.538119 1.445808 1.534092 1.467484... 1.218798 0.844649 1.516383 1.374264 1.385988 2.029942 1.366578 1.406781 1.841802 2.002637
111 1.402827 1.438419 1.544511 1.533494 1.394360 1.456176 1.612266 1.943491 1.767450 1.599098... 1.442153 1.315708 1.677284 1.753042 1.284367 2.027371 1.518075 1.502315 1.830891 2.010234
112 1.812111 2.097291 1.706908 1.764540 2.380195 1.983140 2.153918 1.944267 1.811877 2.083905... 2.160146 1.854807 1.988806 1.826274 2.560221 NaN NaN 2.219823 NaN 2.461843
113 1.029338 0.852053 1.030281 1.019723 1.240751 1.062247 1.445558 1.641779 1.631131 1.362888... 0.994008 1.021579 1.799722 1.504115 1.188846 1.837112 1.245401 1.278118 1.669199 1.972188
114 1.523094 1.830235 1.843616 1.804565 2.003874 1.871916 1.959776 1.935375 2.156306 1.821635... 1.954929 1.697091 2.083031 2.037023 2.241378 2.222157 2.215995 2.247801 NaN 2.580064
115 1.405030 1.297387 1.550962 1.256179 1.490492 1.378390 2.369388 1.766689 1.822238 1.629429... 1.827445 1.313153 1.876012 1.587396 1.559357 1.914467 1.492288 1.367271 1.763452 2.187914
116 0.911459 0.847861 1.145254 0.822493 1.163007 1.198713 1.469174 1.418115 1.583392 1.708278... 1.297908 1.121737 1.685643 1.783867 1.227964 1.764912 1.210090 1.088799 1.753585 1.945161
117 1.645617 1.693584 1.537546 1.518399 1.884450 1.933333 2.199600 1.966662 1.685826 1.590430... NaN NaN NaN 2.023109 1.755058 2.021560 2.087513 1.656226 1.626645 2.126542
118 1.687348 1.284579 1.405159 1.074398 1.635103 1.592535 2.123358 1.819247 2.124690 1.918600... 1.424663 1.486871 1.675792 1.900283 1.688979 1.972932 1.287150 1.922480 1.783073 2.223812
119 1.039238 1.017994 1.152796 1.167698 1.436168 1.246329 1.575372 1.458257 1.572873 1.417264... 1.292549 0.974948 1.690626 1.585618 1.469405 1.593717 1.288812 1.723334 1.613149 2.327135
120 1.711763 1.458327 1.767423 1.312072 1.753264 1.665642 1.898144 1.705351 1.612913 1.426504... 1.805887 1.550407 NaN NaN 1.708466 2.002277 1.770947 1.777228 1.432606 1.765479
121 1.445759 1.738912 1.505525 1.790040 1.995672 1.663364 2.078509 2.468320 1.718923 1.714364... NaN NaN NaN 1.729026 1.669159 2.474821 2.232365 1.547670 2.356606 2.126532
\n", "

97 rows × 32 columns

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" ], "text/plain": [ " s_iso5t1_DPsd_trunc_log s_iso8t1_DPsd_trunc_log \\\n", "015 2.149677 2.072422 \n", "016 1.230658 1.086789 \n", "017 1.282907 2.264263 \n", "018 1.191255 1.610516 \n", "019 0.949213 0.888548 \n", "020 1.946483 1.872667 \n", "021 1.528007 1.489180 \n", "022 1.153027 0.819053 \n", "024 1.154046 1.493396 \n", "025 1.158848 1.602248 \n", "027 1.214988 0.828005 \n", "028 1.366933 1.220317 \n", "029 1.586056 2.132944 \n", "030 1.215353 1.032932 \n", "032 0.730980 0.953815 \n", "033 1.294672 1.289049 \n", "034 0.950003 0.880918 \n", "035 1.772024 1.604723 \n", "036 1.988666 2.270262 \n", "038 1.349000 1.186314 \n", "039 1.190395 1.659190 \n", "040 1.507903 1.388848 \n", "041 1.268629 1.156100 \n", "043 1.770687 2.020416 \n", "044 1.237567 1.075156 \n", "046 1.626021 1.682230 \n", "047 1.380242 1.398949 \n", "048 1.610828 1.472176 \n", "049 2.151863 1.945161 \n", "051 1.390749 1.182839 \n", ".. ... ... \n", "091 1.449116 1.211588 \n", "092 1.345000 1.487471 \n", "093 1.585773 1.546694 \n", "094 1.657986 1.631690 \n", "095 1.350039 1.402022 \n", "096 1.183688 1.257725 \n", "097 1.553118 1.441133 \n", "098 1.394417 1.117052 \n", "099 1.447692 1.463197 \n", "100 1.499580 1.267989 \n", "101 1.704965 1.360519 \n", "102 1.392795 1.183798 \n", "103 1.375605 1.484798 \n", "104 1.545028 1.747669 \n", "105 1.801153 1.739995 \n", "107 1.192646 1.036598 \n", "108 1.524372 1.342621 \n", "109 1.405253 1.173891 \n", "110 1.345261 1.356246 \n", "111 1.402827 1.438419 \n", "112 1.812111 2.097291 \n", "113 1.029338 0.852053 \n", "114 1.523094 1.830235 \n", "115 1.405030 1.297387 \n", "116 0.911459 0.847861 \n", "117 1.645617 1.693584 \n", "118 1.687348 1.284579 \n", "119 1.039238 1.017994 \n", "120 1.711763 1.458327 \n", "121 1.445759 1.738912 \n", "\n", " s_iso5t2_DPsd_trunc_log s_iso8t2_DPsd_trunc_log s_lin5t_DPsd_trunc_log \\\n", "015 2.132799 NaN NaN \n", "016 1.259224 1.131855 1.336055 \n", "017 1.353675 1.621979 1.601238 \n", "018 1.215980 1.717185 1.586875 \n", "019 0.960312 1.224957 1.532127 \n", "020 1.948933 1.854551 2.002822 \n", "021 1.650248 1.474399 1.746812 \n", "022 1.249536 0.850104 1.270195 \n", "024 1.188353 1.427988 1.511344 \n", "025 1.663251 1.486620 1.842359 \n", "027 1.164947 0.866506 1.186399 \n", "028 1.463579 1.125788 1.408837 \n", "029 1.685272 2.148802 2.265091 \n", "030 1.198445 1.286700 1.361396 \n", "032 0.931665 0.957351 0.962286 \n", "033 1.381905 1.184637 1.381818 \n", "034 1.032546 0.927776 1.277905 \n", "035 1.813727 1.506809 1.742526 \n", "036 2.058694 2.255787 2.143534 \n", "038 1.200030 1.327411 1.935074 \n", "039 1.420872 1.269212 1.571259 \n", "040 1.335028 1.330698 1.602610 \n", "041 1.231555 1.221466 1.476011 \n", "043 1.887461 1.393694 2.027668 \n", "044 1.281449 1.319819 1.817071 \n", "046 1.643886 1.272820 1.666841 \n", "047 1.650766 1.582803 1.722535 \n", "048 1.656246 1.803049 2.078463 \n", "049 NaN NaN NaN \n", "051 1.382496 1.271641 1.423009 \n", ".. ... ... ... \n", "091 1.333326 1.168292 1.566006 \n", "092 1.275930 1.485463 1.854254 \n", "093 1.637662 1.430066 1.811371 \n", "094 1.760155 1.702428 1.819522 \n", "095 1.648476 1.212946 1.625273 \n", "096 1.506640 1.262937 1.537900 \n", "097 1.734186 1.340447 1.491838 \n", "098 1.130257 1.176846 1.352986 \n", "099 1.539633 1.345424 1.514859 \n", "100 1.156310 1.214675 1.667821 \n", "101 1.659895 1.557076 1.841867 \n", "102 1.490049 1.149026 1.563346 \n", "103 1.526401 1.354565 1.499534 \n", "104 1.566731 NaN 2.231160 \n", "105 1.901948 2.243605 2.276922 \n", "107 1.323714 1.213214 1.377351 \n", "108 1.494930 1.296824 1.550446 \n", "109 1.531845 1.431531 1.680366 \n", "110 1.296935 1.043001 1.357591 \n", "111 1.544511 1.533494 1.394360 \n", "112 1.706908 1.764540 2.380195 \n", "113 1.030281 1.019723 1.240751 \n", "114 1.843616 1.804565 2.003874 \n", "115 1.550962 1.256179 1.490492 \n", "116 1.145254 0.822493 1.163007 \n", "117 1.537546 1.518399 1.884450 \n", "118 1.405159 1.074398 1.635103 \n", "119 1.152796 1.167698 1.436168 \n", "120 1.767423 1.312072 1.753264 \n", "121 1.505525 1.790040 1.995672 \n", "\n", " s_lin8t_DPsd_trunc_log s_phase5t_DPsd_trunc_log \\\n", "015 2.305383 2.818610 \n", "016 1.334307 1.533899 \n", "017 1.791392 1.808526 \n", "018 1.519132 1.794290 \n", "019 1.506308 1.771647 \n", "020 1.742977 2.178424 \n", "021 1.595103 1.728366 \n", "022 1.167324 1.713754 \n", "024 1.651714 1.871108 \n", "025 1.665542 2.194410 \n", "027 1.280419 1.769993 \n", "028 1.402979 1.706406 \n", "029 NaN 1.969318 \n", "030 1.611186 2.042024 \n", "032 1.067413 1.307490 \n", "033 1.264568 1.775199 \n", "034 1.136625 1.275862 \n", "035 1.511419 1.629492 \n", "036 1.993123 2.197500 \n", "038 1.529049 1.610191 \n", "039 1.533313 1.913795 \n", "040 1.286600 1.975731 \n", "041 1.342788 1.660153 \n", "043 2.004970 2.065970 \n", "044 1.671288 1.755334 \n", "046 1.768587 1.989147 \n", "047 1.598411 1.792947 \n", "048 1.711675 1.863482 \n", "049 2.305383 2.515234 \n", "051 1.359170 1.739229 \n", ".. ... ... \n", "091 1.257787 1.597946 \n", "092 1.759965 1.798088 \n", "093 1.605881 1.860800 \n", "094 1.731488 1.982937 \n", "095 1.426034 1.679399 \n", "096 1.572777 1.588762 \n", "097 1.498280 1.793375 \n", "098 1.430074 1.464891 \n", "099 1.873326 2.132830 \n", "100 1.396713 1.642567 \n", "101 1.731204 1.996825 \n", "102 1.734824 1.683533 \n", "103 1.789324 1.735533 \n", "104 1.791717 2.622076 \n", "105 2.141057 1.944161 \n", "107 1.461565 1.456936 \n", "108 1.647128 1.853779 \n", "109 1.786235 2.200408 \n", "110 1.223697 1.538119 \n", "111 1.456176 1.612266 \n", "112 1.983140 2.153918 \n", "113 1.062247 1.445558 \n", "114 1.871916 1.959776 \n", "115 1.378390 2.369388 \n", "116 1.198713 1.469174 \n", "117 1.933333 2.199600 \n", "118 1.592535 2.123358 \n", "119 1.246329 1.575372 \n", "120 1.665642 1.898144 \n", "121 1.663364 2.078509 \n", "\n", " s_phase8t_DPsd_trunc_log s_iso5j_DPsd_trunc_log s_iso8j_DPsd_trunc_log \\\n", "015 3.221469 1.468862 NaN \n", "016 1.440647 1.644933 1.692863 \n", "017 1.917085 1.660185 2.137184 \n", "018 1.947621 1.931067 1.772214 \n", "019 1.344109 1.883450 1.733544 \n", "020 2.057176 1.851579 1.819399 \n", "021 1.698249 1.738222 1.707575 \n", "022 1.711628 1.650584 1.755917 \n", "024 1.671339 1.848477 1.804228 \n", "025 1.918771 1.707418 1.908284 \n", "027 1.497272 1.665816 1.558870 \n", "028 1.600644 1.632847 1.634404 \n", "029 2.183792 1.712491 1.953943 \n", "030 1.660030 1.780308 1.653158 \n", "032 1.427185 1.375821 1.585096 \n", "033 1.551936 1.539494 1.517684 \n", "034 1.369869 1.417779 1.459033 \n", "035 1.688118 1.754228 2.106827 \n", "036 2.439745 2.000589 2.120761 \n", "038 1.689371 1.606894 2.047864 \n", "039 1.979875 1.778573 1.474032 \n", "040 1.560555 1.633493 1.717268 \n", "041 1.653653 1.642166 1.665112 \n", "043 1.779030 1.948347 1.954462 \n", "044 1.633415 1.607361 1.897884 \n", "046 1.736674 1.737062 1.860388 \n", "047 2.037111 1.736514 1.849484 \n", "048 2.087143 1.538067 1.518730 \n", "049 3.221469 2.278298 NaN \n", "051 1.898883 1.676281 1.539143 \n", ".. ... ... ... \n", "091 1.549170 1.499167 1.487188 \n", "092 1.784696 1.695897 1.930878 \n", "093 1.731256 1.739643 1.994637 \n", "094 2.056478 1.873470 2.043344 \n", "095 1.596319 1.818386 1.422117 \n", "096 1.686659 1.821079 1.710031 \n", "097 1.706463 1.681646 1.762506 \n", "098 1.556825 1.552316 1.439605 \n", "099 2.150460 1.987616 1.823680 \n", "100 1.625895 1.685254 1.548109 \n", "101 1.913525 1.830431 1.909514 \n", "102 1.647868 1.773656 1.655395 \n", "103 1.555921 1.849073 1.791545 \n", "104 2.938816 NaN 1.596170 \n", "105 2.155787 1.862689 2.063905 \n", "107 1.391359 1.649415 1.594488 \n", "108 1.669186 1.553136 1.678444 \n", "109 2.016352 1.675157 1.709617 \n", "110 1.445808 1.534092 1.467484 \n", "111 1.943491 1.767450 1.599098 \n", "112 1.944267 1.811877 2.083905 \n", "113 1.641779 1.631131 1.362888 \n", "114 1.935375 2.156306 1.821635 \n", "115 1.766689 1.822238 1.629429 \n", "116 1.418115 1.583392 1.708278 \n", "117 1.966662 1.685826 1.590430 \n", "118 1.819247 2.124690 1.918600 \n", "119 1.458257 1.572873 1.417264 \n", "120 1.705351 1.612913 1.426504 \n", "121 2.468320 1.718923 1.714364 \n", "\n", " ... s_phase5t_nrm_DPsd_trunc_log \\\n", "015 ... NaN \n", "016 ... 1.237526 \n", "017 ... 1.623261 \n", "018 ... 1.498037 \n", "019 ... 1.304594 \n", "020 ... 1.940384 \n", "021 ... 1.624750 \n", "022 ... 1.325582 \n", "024 ... 1.399705 \n", "025 ... NaN \n", "027 ... 1.022401 \n", "028 ... 1.732058 \n", "029 ... 1.398667 \n", "030 ... NaN \n", "032 ... 0.994635 \n", "033 ... NaN \n", "034 ... 1.086269 \n", "035 ... 1.537437 \n", "036 ... 2.053092 \n", "038 ... 1.136915 \n", "039 ... 1.729659 \n", "040 ... 1.642887 \n", "041 ... 1.056194 \n", "043 ... 1.736332 \n", "044 ... NaN \n", "046 ... 1.877527 \n", "047 ... 1.338539 \n", "048 ... 1.410348 \n", "049 ... 2.259580 \n", "051 ... 1.715900 \n", ".. ... ... \n", "091 ... 1.312618 \n", "092 ... 1.593130 \n", "093 ... 1.786350 \n", "094 ... 1.623816 \n", "095 ... 1.285899 \n", "096 ... 1.223411 \n", "097 ... 1.643316 \n", "098 ... 1.235928 \n", "099 ... 1.521154 \n", "100 ... 1.394467 \n", "101 ... 1.593418 \n", "102 ... 1.104012 \n", "103 ... 1.196766 \n", "104 ... NaN \n", "105 ... 1.783304 \n", "107 ... NaN \n", "108 ... 1.763007 \n", "109 ... NaN \n", "110 ... 1.218798 \n", "111 ... 1.442153 \n", "112 ... 2.160146 \n", "113 ... 0.994008 \n", "114 ... 1.954929 \n", "115 ... 1.827445 \n", "116 ... 1.297908 \n", "117 ... NaN \n", "118 ... 1.424663 \n", "119 ... 1.292549 \n", "120 ... 1.805887 \n", "121 ... NaN \n", "\n", " s_phase8t_nrm_DPsd_trunc_log s_phase5j_nrm_DPsd_trunc_log \\\n", "015 NaN 2.285546 \n", "016 0.987879 1.542395 \n", "017 2.026634 2.091082 \n", "018 1.542243 1.861343 \n", "019 0.976403 2.153080 \n", "020 1.786897 1.998019 \n", "021 1.473877 1.866872 \n", "022 0.813877 2.025180 \n", "024 1.606961 1.754322 \n", "025 NaN 2.217726 \n", "027 1.141060 NaN \n", "028 1.030859 1.826140 \n", "029 2.122931 1.593972 \n", "030 1.359501 1.771705 \n", "032 0.891385 1.650457 \n", "033 1.060631 2.111017 \n", "034 1.016607 1.212294 \n", "035 1.526862 1.633169 \n", "036 1.975793 2.296213 \n", "038 1.425693 1.881336 \n", "039 1.417454 1.952375 \n", "040 1.135644 1.771934 \n", "041 1.028205 NaN \n", "043 1.753461 1.700811 \n", "044 1.481575 1.889121 \n", "046 1.274797 2.111023 \n", "047 1.514411 1.848916 \n", "048 2.133366 1.622487 \n", "049 NaN NaN \n", "051 1.543755 2.140252 \n", ".. ... ... \n", "091 1.201153 1.522880 \n", "092 1.598847 2.037424 \n", "093 1.494587 1.604424 \n", "094 2.033164 1.822206 \n", "095 1.673913 1.732342 \n", "096 1.358376 1.693641 \n", "097 1.475694 1.937992 \n", "098 NaN 1.843422 \n", "099 1.685878 1.807076 \n", "100 1.579856 2.033780 \n", "101 1.842436 1.767468 \n", "102 1.233142 1.900904 \n", "103 1.245895 1.907844 \n", "104 NaN NaN \n", "105 1.549508 2.134887 \n", "107 1.219295 NaN \n", "108 1.432985 1.862758 \n", "109 NaN NaN \n", "110 0.844649 1.516383 \n", "111 1.315708 1.677284 \n", "112 1.854807 1.988806 \n", "113 1.021579 1.799722 \n", "114 1.697091 2.083031 \n", "115 1.313153 1.876012 \n", "116 1.121737 1.685643 \n", "117 NaN NaN \n", "118 1.486871 1.675792 \n", "119 0.974948 1.690626 \n", "120 1.550407 NaN \n", "121 NaN NaN \n", "\n", " s_phase8j_nrm_DPsd_trunc_log s_lint_610690_DPsd_trunc_log \\\n", "015 1.912401 2.618486 \n", "016 1.356415 1.294040 \n", "017 1.966651 1.833350 \n", "018 1.616563 1.562305 \n", "019 2.202028 1.618251 \n", "020 2.200341 2.073547 \n", "021 1.741272 1.842086 \n", "022 1.639814 1.336419 \n", "024 1.825810 1.479158 \n", "025 1.865401 1.714718 \n", "027 1.406696 1.267500 \n", "028 1.704556 1.613654 \n", "029 1.801566 2.588409 \n", "030 1.732649 1.645449 \n", "032 1.317304 0.989258 \n", "033 1.719209 1.456811 \n", "034 1.629381 1.325006 \n", "035 2.083243 1.873733 \n", "036 2.389359 2.119564 \n", "038 NaN 2.175734 \n", "039 2.201466 1.540354 \n", "040 1.778303 1.605856 \n", "041 1.796749 1.638167 \n", "043 2.048392 2.187593 \n", "044 1.628732 1.751771 \n", "046 1.642103 1.838421 \n", "047 1.932931 1.743906 \n", "048 1.472279 1.994289 \n", "049 NaN NaN \n", "051 1.421400 1.626791 \n", ".. ... ... \n", "091 1.496527 1.446165 \n", "092 1.668468 1.788295 \n", "093 1.937038 1.623223 \n", "094 2.118901 1.959386 \n", "095 1.435371 1.706072 \n", "096 1.816137 1.590050 \n", "097 1.937221 1.609334 \n", "098 1.353870 1.610200 \n", "099 1.931085 1.817515 \n", "100 1.962556 1.610190 \n", "101 1.950009 1.987316 \n", "102 1.670638 1.966298 \n", "103 1.988744 1.822989 \n", "104 2.238897 2.198332 \n", "105 NaN 2.275106 \n", "107 NaN 1.461152 \n", "108 1.727473 1.806187 \n", "109 1.611400 1.989616 \n", "110 1.374264 1.385988 \n", "111 1.753042 1.284367 \n", "112 1.826274 2.560221 \n", "113 1.504115 1.188846 \n", "114 2.037023 2.241378 \n", "115 1.587396 1.559357 \n", "116 1.783867 1.227964 \n", "117 2.023109 1.755058 \n", "118 1.900283 1.688979 \n", "119 1.585618 1.469405 \n", "120 NaN 1.708466 \n", "121 1.729026 1.669159 \n", "\n", " s_linj_610690_DPsd_trunc_log s_lint_700800_DPsd_trunc_log \\\n", "015 2.378515 NaN \n", "016 1.901060 1.432330 \n", "017 2.696919 1.837178 \n", "018 NaN 1.790320 \n", "019 2.555784 1.568773 \n", "020 1.995418 1.864525 \n", "021 2.311555 1.675000 \n", "022 2.063487 1.260027 \n", "024 2.042926 1.668247 \n", "025 2.017316 1.784602 \n", "027 2.307323 1.217068 \n", "028 1.895121 1.317712 \n", "029 2.008597 2.496306 \n", "030 1.736958 1.524256 \n", "032 2.119965 0.864621 \n", "033 1.891067 1.317890 \n", "034 1.831234 1.102818 \n", "035 2.237716 1.956526 \n", "036 2.178587 2.357026 \n", "038 2.258559 1.555299 \n", "039 2.270023 1.713960 \n", "040 2.250770 1.563731 \n", "041 2.196335 1.407219 \n", "043 2.030588 2.366285 \n", "044 2.436343 2.054416 \n", "046 1.999868 1.642178 \n", "047 1.997943 1.709317 \n", "048 2.021399 2.135832 \n", "049 2.579684 NaN \n", "051 2.082926 1.548873 \n", ".. ... ... \n", "091 1.612523 1.643412 \n", "092 2.010605 2.163077 \n", "093 2.210662 1.841742 \n", "094 2.100451 2.046481 \n", "095 2.514380 1.645232 \n", "096 1.837736 1.514546 \n", "097 2.240401 1.476850 \n", "098 1.781598 1.290688 \n", "099 2.103678 1.696299 \n", "100 2.184703 1.583766 \n", "101 2.057702 1.736324 \n", "102 1.993827 1.593197 \n", "103 1.998910 1.575008 \n", "104 NaN 2.041397 \n", "105 2.419920 2.286061 \n", "107 1.954683 1.554497 \n", "108 2.094723 1.748951 \n", "109 1.932359 1.704973 \n", "110 2.029942 1.366578 \n", "111 2.027371 1.518075 \n", "112 NaN NaN \n", "113 1.837112 1.245401 \n", "114 2.222157 2.215995 \n", "115 1.914467 1.492288 \n", "116 1.764912 1.210090 \n", "117 2.021560 2.087513 \n", "118 1.972932 1.287150 \n", "119 1.593717 1.288812 \n", "120 2.002277 1.770947 \n", "121 2.474821 2.232365 \n", "\n", " s_lint_500600_DPsd_trunc_log s_linj_700800_DPsd_trunc_log \\\n", "015 NaN 2.121631 \n", "016 1.325320 1.733171 \n", "017 1.959291 2.122493 \n", "018 1.467634 NaN \n", "019 1.232024 NaN \n", "020 1.809923 2.012866 \n", "021 2.003263 2.024557 \n", "022 1.308259 1.771447 \n", "024 1.575855 1.887242 \n", "025 1.832228 1.898132 \n", "027 1.283543 2.480287 \n", "028 1.434900 1.676633 \n", "029 NaN 2.133729 \n", "030 1.541147 1.597709 \n", "032 1.329376 2.015059 \n", "033 1.326461 1.542612 \n", "034 1.561855 1.811249 \n", "035 2.083396 NaN \n", "036 2.117718 2.305887 \n", "038 1.539148 1.885687 \n", "039 1.721283 2.113891 \n", "040 1.299501 2.097774 \n", "041 1.563882 1.993542 \n", "043 2.023421 2.260785 \n", "044 1.517867 1.882276 \n", "046 1.813503 1.671312 \n", "047 1.714107 2.056160 \n", "048 1.854509 1.928630 \n", "049 NaN NaN \n", "051 1.403939 1.931787 \n", ".. ... ... \n", "091 1.396902 1.671687 \n", "092 1.642071 1.604979 \n", "093 1.887073 1.920084 \n", "094 1.737708 1.894117 \n", "095 1.619249 2.432453 \n", "096 1.615584 1.791156 \n", "097 1.596564 1.803030 \n", "098 1.401033 1.582123 \n", "099 1.735805 1.902442 \n", "100 1.712850 1.852059 \n", "101 1.606754 1.904446 \n", "102 1.761838 1.810530 \n", "103 1.866607 1.864822 \n", "104 2.050829 NaN \n", "105 2.179113 NaN \n", "107 1.276529 1.820042 \n", "108 1.554200 1.690032 \n", "109 1.999620 1.626547 \n", "110 1.406781 1.841802 \n", "111 1.502315 1.830891 \n", "112 2.219823 NaN \n", "113 1.278118 1.669199 \n", "114 2.247801 NaN \n", "115 1.367271 1.763452 \n", "116 1.088799 1.753585 \n", "117 1.656226 1.626645 \n", "118 1.922480 1.783073 \n", "119 1.723334 1.613149 \n", "120 1.777228 1.432606 \n", "121 1.547670 2.356606 \n", "\n", " s_linj_500600_DPsd_trunc_log \n", "015 2.268092 \n", "016 1.918965 \n", "017 2.666476 \n", "018 NaN \n", "019 2.256561 \n", "020 2.430195 \n", "021 2.329250 \n", "022 2.407362 \n", "024 2.133818 \n", "025 1.911576 \n", "027 NaN \n", "028 1.955105 \n", "029 2.217507 \n", "030 2.159650 \n", "032 2.187460 \n", "033 1.903832 \n", "034 2.092147 \n", "035 2.365780 \n", "036 2.283641 \n", "038 NaN \n", "039 2.105389 \n", "040 2.608676 \n", "041 NaN \n", "043 2.052124 \n", "044 2.350594 \n", "046 2.184300 \n", "047 2.176172 \n", "048 2.161561 \n", "049 NaN \n", "051 1.984162 \n", ".. ... \n", "091 2.032135 \n", "092 2.064925 \n", "093 2.071302 \n", "094 2.346369 \n", "095 2.160559 \n", "096 2.050975 \n", "097 2.166801 \n", "098 1.988594 \n", "099 2.210110 \n", "100 2.106062 \n", "101 2.066410 \n", "102 2.153517 \n", "103 2.111631 \n", "104 2.473611 \n", "105 2.522852 \n", "107 2.091235 \n", "108 2.452959 \n", "109 1.956897 \n", "110 2.002637 \n", "111 2.010234 \n", "112 2.461843 \n", "113 1.972188 \n", "114 2.580064 \n", "115 2.187914 \n", "116 1.945161 \n", "117 2.126542 \n", "118 2.223812 \n", "119 2.327135 \n", "120 1.765479 \n", "121 2.126532 \n", "\n", "[97 rows x 32 columns]" ] }, "execution_count": 122, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_nonzero_transformed = match('nonzero')\n", "df_log_transformed = match('ln1p')\n", "\n", "isip_using = ['I5P4_local_trunc',\n", " 'I8P4_local_trunc',\n", " 'I5P4_drift_trunc',\n", " 'I8P4_drift_trunc',]\n", "\n", "df_log_isips = np.log(df_isip_out[isip_using])\n", "df_log_isips.columns = [c + \"_log\" for c in df_log_isips.columns]\n", "\n", "\n", "to_log = [c for c in df_sms_out if \"DPsd\" in c]\n", "df_log_sms = np.log(df_sms_out[to_log])\n", "df_log_sms.columns = [c + \"_log\" for c in df_log_sms.columns]\n", "\n", "df_log_sms" ] }, { "cell_type": "code", "execution_count": 123, "metadata": { "collapsed": false }, "outputs": [], "source": [ "df_to_analyze = pd.concat(axis=1, \n", " objs=[df_scales, \n", " df_constructed,\n", " df_log_transformed,\n", " df_nonzero_transformed,\n", " df_isip_out,\n", " df_log_isips,\n", " df_sms_out,\n", " df_log_sms,\n", " ])" ] }, { "cell_type": "code", "execution_count": 124, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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015016017018019020021022024025...112113114115116117118119120121
I5P4_local_trunc_log 1.071104 0.990654 1.016912 0.732585 0.335030 1.211177 1.239612 0.968731 1.041781 0.943231... 0.966636 0.641233 1.583887 1.080096 0.820888 1.059421 1.153157 0.500176 0.875803 0.762425
I8P4_local_trunc_log 1.353651 1.090421 1.129266 1.189352 0.867865 1.331203 0.968201 0.438561 0.976047 0.850436... 1.189684 0.534416 1.527451 0.778371 0.730665 0.981642 1.211295 0.745374 0.917900 1.159389
I5P4_drift_trunc_log 1.287251 0.758169 0.961024 0.500582 0.233307 1.145992 1.055617 0.707790 0.894311 1.179604... 1.459902 0.358835 1.359992 0.870168 0.569356 1.099729 1.165674 0.432005 0.875582 0.747801
I8P4_drift_trunc_log 1.679217 0.764580 1.348997 0.810881 0.808227 1.422058 1.417857 0.819052 1.119786 1.584771... 1.521314 1.142280 1.256236 0.612206 0.460743 1.138041 1.019295 0.628255 0.836660 1.239180
s_iso5t1_DPsd_trunc_log 2.149677 1.230658 1.282907 1.191255 0.949213 1.946483 1.528007 1.153027 1.154046 1.158848... 1.812111 1.029338 1.523094 1.405030 0.911459 1.645617 1.687348 1.039238 1.711763 1.445759
s_iso8t1_DPsd_trunc_log 2.072422 1.086789 2.264263 1.610516 0.888548 1.872667 1.489180 0.819053 1.493396 1.602248... 2.097291 0.852053 1.830235 1.297387 0.847861 1.693584 1.284579 1.017994 1.458327 1.738912
s_iso5t2_DPsd_trunc_log 2.132799 1.259224 1.353675 1.215980 0.960312 1.948933 1.650248 1.249536 1.188353 1.663251... 1.706908 1.030281 1.843616 1.550962 1.145254 1.537546 1.405159 1.152796 1.767423 1.505525
s_iso8t2_DPsd_trunc_log NaN 1.131855 1.621979 1.717185 1.224957 1.854551 1.474399 0.850104 1.427988 1.486620... 1.764540 1.019723 1.804565 1.256179 0.822493 1.518399 1.074398 1.167698 1.312072 1.790040
s_lin5t_DPsd_trunc_log NaN 1.336055 1.601238 1.586875 1.532127 2.002822 1.746812 1.270195 1.511344 1.842359... 2.380195 1.240751 2.003874 1.490492 1.163007 1.884450 1.635103 1.436168 1.753264 1.995672
s_lin8t_DPsd_trunc_log 2.305383 1.334307 1.791392 1.519132 1.506308 1.742977 1.595103 1.167324 1.651714 1.665542... 1.983140 1.062247 1.871916 1.378390 1.198713 1.933333 1.592535 1.246329 1.665642 1.663364
s_phase5t_DPsd_trunc_log 2.818610 1.533899 1.808526 1.794290 1.771647 2.178424 1.728366 1.713754 1.871108 2.194410... 2.153918 1.445558 1.959776 2.369388 1.469174 2.199600 2.123358 1.575372 1.898144 2.078509
s_phase8t_DPsd_trunc_log 3.221469 1.440647 1.917085 1.947621 1.344109 2.057176 1.698249 1.711628 1.671339 1.918771... 1.944267 1.641779 1.935375 1.766689 1.418115 1.966662 1.819247 1.458257 1.705351 2.468320
s_iso5j_DPsd_trunc_log 1.468862 1.644933 1.660185 1.931067 1.883450 1.851579 1.738222 1.650584 1.848477 1.707418... 1.811877 1.631131 2.156306 1.822238 1.583392 1.685826 2.124690 1.572873 1.612913 1.718923
s_iso8j_DPsd_trunc_log NaN 1.692863 2.137184 1.772214 1.733544 1.819399 1.707575 1.755917 1.804228 1.908284... 2.083905 1.362888 1.821635 1.629429 1.708278 1.590430 1.918600 1.417264 1.426504 1.714364
s_lin5j_DPsd_trunc_log 2.015058 1.649390 1.871980 NaN NaN 1.917798 1.620410 2.070804 1.787552 1.761812... NaN 1.395519 2.419863 1.719042 1.585274 2.041828 1.756458 1.810486 1.675215 2.132917
s_lin8j_DPsd_trunc_log 2.116002 1.890228 2.313866 2.099799 2.200428 2.308440 2.141411 1.997351 2.083193 2.043251... 2.183058 1.850603 2.326427 1.971129 1.811144 2.128409 2.040155 1.914217 1.817584 2.400156
s_phase5j_DPsd_trunc_log 2.422405 1.774558 2.262908 2.144661 2.739569 2.087969 1.802783 2.051451 2.067474 2.104918... 2.155658 2.254326 2.238179 1.951401 1.814308 2.232164 1.880433 1.736957 2.057894 2.333196
s_phase8j_DPsd_trunc_log 2.540202 1.624128 2.170845 1.740630 2.359743 2.445744 1.774009 1.614812 1.849079 1.919424... 1.981102 1.731812 2.011558 1.692822 1.864767 2.026249 1.911932 1.699957 1.899737 2.077448
s_phase8j_psk_DPsd_trunc_log 1.661158 1.612924 2.027585 1.761192 2.566462 2.115852 1.885312 1.602012 1.797048 2.073824... 2.199807 2.058860 1.900451 1.992052 1.584186 2.110640 1.740867 1.964700 1.941108 2.165882
s_phase8j_psr_DPsd_trunc_log 1.822314 1.612924 2.027585 1.761192 2.566462 2.115852 1.885312 1.602012 1.797048 2.073824... 2.199807 2.058860 1.900451 1.992052 1.584186 2.080504 1.740867 1.964700 1.941108 2.165882
s_phase8t_psk_DPsd_trunc_log 2.448769 1.412633 2.169406 1.752274 1.517247 2.419211 1.976305 2.309860 1.974328 NaN... 1.951454 2.154065 1.922902 2.187971 1.518313 1.894646 1.690675 1.524311 2.218610 2.187834
s_phase8t_psr_DPsd_trunc_log 2.527728 1.616072 2.169406 1.752274 1.517247 2.416043 1.976305 2.309860 1.974328 1.670599... 1.951454 2.163158 1.922902 2.187971 1.626977 1.977654 1.690675 1.627795 2.218610 2.246768
s_phase5j_psk_DPsd_trunc_log 2.293633 2.047200 2.600479 2.094738 2.409779 2.460101 1.940695 2.372425 2.388867 2.356191... 2.361161 2.327977 2.337696 2.297506 1.949023 2.458198 2.037533 1.767952 2.101445 2.328501
s_phase5j_psr_DPsd_trunc_log 2.346532 2.047200 2.553754 2.094738 2.409779 2.493829 1.940695 2.372425 2.388867 2.356191... 2.361161 2.327977 2.474297 2.297506 1.949023 2.458198 2.037533 1.767952 2.101445 2.328501
s_phase5t_psk_DPsd_trunc_log 2.748939 1.801437 2.241850 1.851662 1.960636 2.496431 1.970924 2.282671 2.420283 2.235988... 2.235615 1.836924 2.023312 2.012784 0.754183 2.469274 1.925059 2.033728 1.849398 2.562076
s_phase5t_psr_DPsd_trunc_log 2.739054 1.801437 2.241850 1.851662 1.960636 2.428850 1.970924 2.282671 2.420283 2.202548... 2.235615 1.836924 2.047796 2.035536 0.754183 2.477226 1.925059 2.033728 1.949939 2.524329
s_phase5t_nrm_DPsd_trunc_log NaN 1.237526 1.623261 1.498037 1.304594 1.940384 1.624750 1.325582 1.399705 NaN... 2.160146 0.994008 1.954929 1.827445 1.297908 NaN 1.424663 1.292549 1.805887 NaN
s_phase8t_nrm_DPsd_trunc_log NaN 0.987879 2.026634 1.542243 0.976403 1.786897 1.473877 0.813877 1.606961 NaN... 1.854807 1.021579 1.697091 1.313153 1.121737 NaN 1.486871 0.974948 1.550407 NaN
s_phase5j_nrm_DPsd_trunc_log 2.285546 1.542395 2.091082 1.861343 2.153080 1.998019 1.866872 2.025180 1.754322 2.217726... 1.988806 1.799722 2.083031 1.876012 1.685643 NaN 1.675792 1.690626 NaN NaN
s_phase8j_nrm_DPsd_trunc_log 1.912401 1.356415 1.966651 1.616563 2.202028 2.200341 1.741272 1.639814 1.825810 1.865401... 1.826274 1.504115 2.037023 1.587396 1.783867 2.023109 1.900283 1.585618 NaN 1.729026
s_lint_610690_DPsd_trunc_log 2.618486 1.294040 1.833350 1.562305 1.618251 2.073547 1.842086 1.336419 1.479158 1.714718... 2.560221 1.188846 2.241378 1.559357 1.227964 1.755058 1.688979 1.469405 1.708466 1.669159
s_linj_610690_DPsd_trunc_log 2.378515 1.901060 2.696919 NaN 2.555784 1.995418 2.311555 2.063487 2.042926 2.017316... NaN 1.837112 2.222157 1.914467 1.764912 2.021560 1.972932 1.593717 2.002277 2.474821
s_lint_700800_DPsd_trunc_log NaN 1.432330 1.837178 1.790320 1.568773 1.864525 1.675000 1.260027 1.668247 1.784602... NaN 1.245401 2.215995 1.492288 1.210090 2.087513 1.287150 1.288812 1.770947 2.232365
s_lint_500600_DPsd_trunc_log NaN 1.325320 1.959291 1.467634 1.232024 1.809923 2.003263 1.308259 1.575855 1.832228... 2.219823 1.278118 2.247801 1.367271 1.088799 1.656226 1.922480 1.723334 1.777228 1.547670
s_linj_700800_DPsd_trunc_log 2.121631 1.733171 2.122493 NaN NaN 2.012866 2.024557 1.771447 1.887242 1.898132... NaN 1.669199 NaN 1.763452 1.753585 1.626645 1.783073 1.613149 1.432606 2.356606
s_linj_500600_DPsd_trunc_log 2.268092 1.918965 2.666476 NaN 2.256561 2.430195 2.329250 2.407362 2.133818 1.911576... 2.461843 1.972188 2.580064 2.187914 1.945161 2.126542 2.223812 2.327135 1.765479 2.126532
\n", "

36 rows × 97 columns

\n", "
" ], "text/plain": [ " 015 016 017 018 \\\n", "I5P4_local_trunc_log 1.071104 0.990654 1.016912 0.732585 \n", "I8P4_local_trunc_log 1.353651 1.090421 1.129266 1.189352 \n", "I5P4_drift_trunc_log 1.287251 0.758169 0.961024 0.500582 \n", "I8P4_drift_trunc_log 1.679217 0.764580 1.348997 0.810881 \n", "s_iso5t1_DPsd_trunc_log 2.149677 1.230658 1.282907 1.191255 \n", "s_iso8t1_DPsd_trunc_log 2.072422 1.086789 2.264263 1.610516 \n", "s_iso5t2_DPsd_trunc_log 2.132799 1.259224 1.353675 1.215980 \n", "s_iso8t2_DPsd_trunc_log NaN 1.131855 1.621979 1.717185 \n", "s_lin5t_DPsd_trunc_log NaN 1.336055 1.601238 1.586875 \n", "s_lin8t_DPsd_trunc_log 2.305383 1.334307 1.791392 1.519132 \n", "s_phase5t_DPsd_trunc_log 2.818610 1.533899 1.808526 1.794290 \n", "s_phase8t_DPsd_trunc_log 3.221469 1.440647 1.917085 1.947621 \n", "s_iso5j_DPsd_trunc_log 1.468862 1.644933 1.660185 1.931067 \n", "s_iso8j_DPsd_trunc_log NaN 1.692863 2.137184 1.772214 \n", "s_lin5j_DPsd_trunc_log 2.015058 1.649390 1.871980 NaN \n", "s_lin8j_DPsd_trunc_log 2.116002 1.890228 2.313866 2.099799 \n", "s_phase5j_DPsd_trunc_log 2.422405 1.774558 2.262908 2.144661 \n", "s_phase8j_DPsd_trunc_log 2.540202 1.624128 2.170845 1.740630 \n", "s_phase8j_psk_DPsd_trunc_log 1.661158 1.612924 2.027585 1.761192 \n", "s_phase8j_psr_DPsd_trunc_log 1.822314 1.612924 2.027585 1.761192 \n", "s_phase8t_psk_DPsd_trunc_log 2.448769 1.412633 2.169406 1.752274 \n", "s_phase8t_psr_DPsd_trunc_log 2.527728 1.616072 2.169406 1.752274 \n", "s_phase5j_psk_DPsd_trunc_log 2.293633 2.047200 2.600479 2.094738 \n", "s_phase5j_psr_DPsd_trunc_log 2.346532 2.047200 2.553754 2.094738 \n", "s_phase5t_psk_DPsd_trunc_log 2.748939 1.801437 2.241850 1.851662 \n", "s_phase5t_psr_DPsd_trunc_log 2.739054 1.801437 2.241850 1.851662 \n", "s_phase5t_nrm_DPsd_trunc_log NaN 1.237526 1.623261 1.498037 \n", "s_phase8t_nrm_DPsd_trunc_log NaN 0.987879 2.026634 1.542243 \n", "s_phase5j_nrm_DPsd_trunc_log 2.285546 1.542395 2.091082 1.861343 \n", "s_phase8j_nrm_DPsd_trunc_log 1.912401 1.356415 1.966651 1.616563 \n", "s_lint_610690_DPsd_trunc_log 2.618486 1.294040 1.833350 1.562305 \n", "s_linj_610690_DPsd_trunc_log 2.378515 1.901060 2.696919 NaN \n", "s_lint_700800_DPsd_trunc_log NaN 1.432330 1.837178 1.790320 \n", "s_lint_500600_DPsd_trunc_log NaN 1.325320 1.959291 1.467634 \n", "s_linj_700800_DPsd_trunc_log 2.121631 1.733171 2.122493 NaN \n", "s_linj_500600_DPsd_trunc_log 2.268092 1.918965 2.666476 NaN \n", "\n", " 019 020 021 022 \\\n", "I5P4_local_trunc_log 0.335030 1.211177 1.239612 0.968731 \n", "I8P4_local_trunc_log 0.867865 1.331203 0.968201 0.438561 \n", "I5P4_drift_trunc_log 0.233307 1.145992 1.055617 0.707790 \n", "I8P4_drift_trunc_log 0.808227 1.422058 1.417857 0.819052 \n", "s_iso5t1_DPsd_trunc_log 0.949213 1.946483 1.528007 1.153027 \n", "s_iso8t1_DPsd_trunc_log 0.888548 1.872667 1.489180 0.819053 \n", "s_iso5t2_DPsd_trunc_log 0.960312 1.948933 1.650248 1.249536 \n", "s_iso8t2_DPsd_trunc_log 1.224957 1.854551 1.474399 0.850104 \n", "s_lin5t_DPsd_trunc_log 1.532127 2.002822 1.746812 1.270195 \n", "s_lin8t_DPsd_trunc_log 1.506308 1.742977 1.595103 1.167324 \n", "s_phase5t_DPsd_trunc_log 1.771647 2.178424 1.728366 1.713754 \n", "s_phase8t_DPsd_trunc_log 1.344109 2.057176 1.698249 1.711628 \n", "s_iso5j_DPsd_trunc_log 1.883450 1.851579 1.738222 1.650584 \n", "s_iso8j_DPsd_trunc_log 1.733544 1.819399 1.707575 1.755917 \n", "s_lin5j_DPsd_trunc_log NaN 1.917798 1.620410 2.070804 \n", "s_lin8j_DPsd_trunc_log 2.200428 2.308440 2.141411 1.997351 \n", "s_phase5j_DPsd_trunc_log 2.739569 2.087969 1.802783 2.051451 \n", "s_phase8j_DPsd_trunc_log 2.359743 2.445744 1.774009 1.614812 \n", "s_phase8j_psk_DPsd_trunc_log 2.566462 2.115852 1.885312 1.602012 \n", "s_phase8j_psr_DPsd_trunc_log 2.566462 2.115852 1.885312 1.602012 \n", "s_phase8t_psk_DPsd_trunc_log 1.517247 2.419211 1.976305 2.309860 \n", "s_phase8t_psr_DPsd_trunc_log 1.517247 2.416043 1.976305 2.309860 \n", "s_phase5j_psk_DPsd_trunc_log 2.409779 2.460101 1.940695 2.372425 \n", "s_phase5j_psr_DPsd_trunc_log 2.409779 2.493829 1.940695 2.372425 \n", "s_phase5t_psk_DPsd_trunc_log 1.960636 2.496431 1.970924 2.282671 \n", "s_phase5t_psr_DPsd_trunc_log 1.960636 2.428850 1.970924 2.282671 \n", "s_phase5t_nrm_DPsd_trunc_log 1.304594 1.940384 1.624750 1.325582 \n", "s_phase8t_nrm_DPsd_trunc_log 0.976403 1.786897 1.473877 0.813877 \n", "s_phase5j_nrm_DPsd_trunc_log 2.153080 1.998019 1.866872 2.025180 \n", "s_phase8j_nrm_DPsd_trunc_log 2.202028 2.200341 1.741272 1.639814 \n", "s_lint_610690_DPsd_trunc_log 1.618251 2.073547 1.842086 1.336419 \n", "s_linj_610690_DPsd_trunc_log 2.555784 1.995418 2.311555 2.063487 \n", "s_lint_700800_DPsd_trunc_log 1.568773 1.864525 1.675000 1.260027 \n", "s_lint_500600_DPsd_trunc_log 1.232024 1.809923 2.003263 1.308259 \n", "s_linj_700800_DPsd_trunc_log NaN 2.012866 2.024557 1.771447 \n", "s_linj_500600_DPsd_trunc_log 2.256561 2.430195 2.329250 2.407362 \n", "\n", " 024 025 ... 112 \\\n", "I5P4_local_trunc_log 1.041781 0.943231 ... 0.966636 \n", "I8P4_local_trunc_log 0.976047 0.850436 ... 1.189684 \n", "I5P4_drift_trunc_log 0.894311 1.179604 ... 1.459902 \n", "I8P4_drift_trunc_log 1.119786 1.584771 ... 1.521314 \n", "s_iso5t1_DPsd_trunc_log 1.154046 1.158848 ... 1.812111 \n", "s_iso8t1_DPsd_trunc_log 1.493396 1.602248 ... 2.097291 \n", "s_iso5t2_DPsd_trunc_log 1.188353 1.663251 ... 1.706908 \n", "s_iso8t2_DPsd_trunc_log 1.427988 1.486620 ... 1.764540 \n", "s_lin5t_DPsd_trunc_log 1.511344 1.842359 ... 2.380195 \n", "s_lin8t_DPsd_trunc_log 1.651714 1.665542 ... 1.983140 \n", "s_phase5t_DPsd_trunc_log 1.871108 2.194410 ... 2.153918 \n", "s_phase8t_DPsd_trunc_log 1.671339 1.918771 ... 1.944267 \n", "s_iso5j_DPsd_trunc_log 1.848477 1.707418 ... 1.811877 \n", "s_iso8j_DPsd_trunc_log 1.804228 1.908284 ... 2.083905 \n", "s_lin5j_DPsd_trunc_log 1.787552 1.761812 ... NaN \n", "s_lin8j_DPsd_trunc_log 2.083193 2.043251 ... 2.183058 \n", "s_phase5j_DPsd_trunc_log 2.067474 2.104918 ... 2.155658 \n", "s_phase8j_DPsd_trunc_log 1.849079 1.919424 ... 1.981102 \n", "s_phase8j_psk_DPsd_trunc_log 1.797048 2.073824 ... 2.199807 \n", "s_phase8j_psr_DPsd_trunc_log 1.797048 2.073824 ... 2.199807 \n", "s_phase8t_psk_DPsd_trunc_log 1.974328 NaN ... 1.951454 \n", "s_phase8t_psr_DPsd_trunc_log 1.974328 1.670599 ... 1.951454 \n", "s_phase5j_psk_DPsd_trunc_log 2.388867 2.356191 ... 2.361161 \n", "s_phase5j_psr_DPsd_trunc_log 2.388867 2.356191 ... 2.361161 \n", "s_phase5t_psk_DPsd_trunc_log 2.420283 2.235988 ... 2.235615 \n", "s_phase5t_psr_DPsd_trunc_log 2.420283 2.202548 ... 2.235615 \n", "s_phase5t_nrm_DPsd_trunc_log 1.399705 NaN ... 2.160146 \n", "s_phase8t_nrm_DPsd_trunc_log 1.606961 NaN ... 1.854807 \n", "s_phase5j_nrm_DPsd_trunc_log 1.754322 2.217726 ... 1.988806 \n", "s_phase8j_nrm_DPsd_trunc_log 1.825810 1.865401 ... 1.826274 \n", "s_lint_610690_DPsd_trunc_log 1.479158 1.714718 ... 2.560221 \n", "s_linj_610690_DPsd_trunc_log 2.042926 2.017316 ... NaN \n", "s_lint_700800_DPsd_trunc_log 1.668247 1.784602 ... NaN \n", "s_lint_500600_DPsd_trunc_log 1.575855 1.832228 ... 2.219823 \n", "s_linj_700800_DPsd_trunc_log 1.887242 1.898132 ... NaN \n", "s_linj_500600_DPsd_trunc_log 2.133818 1.911576 ... 2.461843 \n", "\n", " 113 114 115 116 \\\n", "I5P4_local_trunc_log 0.641233 1.583887 1.080096 0.820888 \n", "I8P4_local_trunc_log 0.534416 1.527451 0.778371 0.730665 \n", "I5P4_drift_trunc_log 0.358835 1.359992 0.870168 0.569356 \n", "I8P4_drift_trunc_log 1.142280 1.256236 0.612206 0.460743 \n", "s_iso5t1_DPsd_trunc_log 1.029338 1.523094 1.405030 0.911459 \n", "s_iso8t1_DPsd_trunc_log 0.852053 1.830235 1.297387 0.847861 \n", "s_iso5t2_DPsd_trunc_log 1.030281 1.843616 1.550962 1.145254 \n", "s_iso8t2_DPsd_trunc_log 1.019723 1.804565 1.256179 0.822493 \n", "s_lin5t_DPsd_trunc_log 1.240751 2.003874 1.490492 1.163007 \n", "s_lin8t_DPsd_trunc_log 1.062247 1.871916 1.378390 1.198713 \n", "s_phase5t_DPsd_trunc_log 1.445558 1.959776 2.369388 1.469174 \n", "s_phase8t_DPsd_trunc_log 1.641779 1.935375 1.766689 1.418115 \n", "s_iso5j_DPsd_trunc_log 1.631131 2.156306 1.822238 1.583392 \n", "s_iso8j_DPsd_trunc_log 1.362888 1.821635 1.629429 1.708278 \n", "s_lin5j_DPsd_trunc_log 1.395519 2.419863 1.719042 1.585274 \n", "s_lin8j_DPsd_trunc_log 1.850603 2.326427 1.971129 1.811144 \n", "s_phase5j_DPsd_trunc_log 2.254326 2.238179 1.951401 1.814308 \n", "s_phase8j_DPsd_trunc_log 1.731812 2.011558 1.692822 1.864767 \n", "s_phase8j_psk_DPsd_trunc_log 2.058860 1.900451 1.992052 1.584186 \n", "s_phase8j_psr_DPsd_trunc_log 2.058860 1.900451 1.992052 1.584186 \n", "s_phase8t_psk_DPsd_trunc_log 2.154065 1.922902 2.187971 1.518313 \n", "s_phase8t_psr_DPsd_trunc_log 2.163158 1.922902 2.187971 1.626977 \n", "s_phase5j_psk_DPsd_trunc_log 2.327977 2.337696 2.297506 1.949023 \n", "s_phase5j_psr_DPsd_trunc_log 2.327977 2.474297 2.297506 1.949023 \n", "s_phase5t_psk_DPsd_trunc_log 1.836924 2.023312 2.012784 0.754183 \n", "s_phase5t_psr_DPsd_trunc_log 1.836924 2.047796 2.035536 0.754183 \n", "s_phase5t_nrm_DPsd_trunc_log 0.994008 1.954929 1.827445 1.297908 \n", "s_phase8t_nrm_DPsd_trunc_log 1.021579 1.697091 1.313153 1.121737 \n", "s_phase5j_nrm_DPsd_trunc_log 1.799722 2.083031 1.876012 1.685643 \n", "s_phase8j_nrm_DPsd_trunc_log 1.504115 2.037023 1.587396 1.783867 \n", "s_lint_610690_DPsd_trunc_log 1.188846 2.241378 1.559357 1.227964 \n", "s_linj_610690_DPsd_trunc_log 1.837112 2.222157 1.914467 1.764912 \n", "s_lint_700800_DPsd_trunc_log 1.245401 2.215995 1.492288 1.210090 \n", "s_lint_500600_DPsd_trunc_log 1.278118 2.247801 1.367271 1.088799 \n", "s_linj_700800_DPsd_trunc_log 1.669199 NaN 1.763452 1.753585 \n", "s_linj_500600_DPsd_trunc_log 1.972188 2.580064 2.187914 1.945161 \n", "\n", " 117 118 119 120 121 \n", "I5P4_local_trunc_log 1.059421 1.153157 0.500176 0.875803 0.762425 \n", "I8P4_local_trunc_log 0.981642 1.211295 0.745374 0.917900 1.159389 \n", "I5P4_drift_trunc_log 1.099729 1.165674 0.432005 0.875582 0.747801 \n", "I8P4_drift_trunc_log 1.138041 1.019295 0.628255 0.836660 1.239180 \n", "s_iso5t1_DPsd_trunc_log 1.645617 1.687348 1.039238 1.711763 1.445759 \n", "s_iso8t1_DPsd_trunc_log 1.693584 1.284579 1.017994 1.458327 1.738912 \n", "s_iso5t2_DPsd_trunc_log 1.537546 1.405159 1.152796 1.767423 1.505525 \n", "s_iso8t2_DPsd_trunc_log 1.518399 1.074398 1.167698 1.312072 1.790040 \n", "s_lin5t_DPsd_trunc_log 1.884450 1.635103 1.436168 1.753264 1.995672 \n", "s_lin8t_DPsd_trunc_log 1.933333 1.592535 1.246329 1.665642 1.663364 \n", "s_phase5t_DPsd_trunc_log 2.199600 2.123358 1.575372 1.898144 2.078509 \n", "s_phase8t_DPsd_trunc_log 1.966662 1.819247 1.458257 1.705351 2.468320 \n", "s_iso5j_DPsd_trunc_log 1.685826 2.124690 1.572873 1.612913 1.718923 \n", "s_iso8j_DPsd_trunc_log 1.590430 1.918600 1.417264 1.426504 1.714364 \n", "s_lin5j_DPsd_trunc_log 2.041828 1.756458 1.810486 1.675215 2.132917 \n", "s_lin8j_DPsd_trunc_log 2.128409 2.040155 1.914217 1.817584 2.400156 \n", "s_phase5j_DPsd_trunc_log 2.232164 1.880433 1.736957 2.057894 2.333196 \n", "s_phase8j_DPsd_trunc_log 2.026249 1.911932 1.699957 1.899737 2.077448 \n", "s_phase8j_psk_DPsd_trunc_log 2.110640 1.740867 1.964700 1.941108 2.165882 \n", "s_phase8j_psr_DPsd_trunc_log 2.080504 1.740867 1.964700 1.941108 2.165882 \n", "s_phase8t_psk_DPsd_trunc_log 1.894646 1.690675 1.524311 2.218610 2.187834 \n", "s_phase8t_psr_DPsd_trunc_log 1.977654 1.690675 1.627795 2.218610 2.246768 \n", "s_phase5j_psk_DPsd_trunc_log 2.458198 2.037533 1.767952 2.101445 2.328501 \n", "s_phase5j_psr_DPsd_trunc_log 2.458198 2.037533 1.767952 2.101445 2.328501 \n", "s_phase5t_psk_DPsd_trunc_log 2.469274 1.925059 2.033728 1.849398 2.562076 \n", "s_phase5t_psr_DPsd_trunc_log 2.477226 1.925059 2.033728 1.949939 2.524329 \n", "s_phase5t_nrm_DPsd_trunc_log NaN 1.424663 1.292549 1.805887 NaN \n", "s_phase8t_nrm_DPsd_trunc_log NaN 1.486871 0.974948 1.550407 NaN \n", "s_phase5j_nrm_DPsd_trunc_log NaN 1.675792 1.690626 NaN NaN \n", "s_phase8j_nrm_DPsd_trunc_log 2.023109 1.900283 1.585618 NaN 1.729026 \n", "s_lint_610690_DPsd_trunc_log 1.755058 1.688979 1.469405 1.708466 1.669159 \n", "s_linj_610690_DPsd_trunc_log 2.021560 1.972932 1.593717 2.002277 2.474821 \n", "s_lint_700800_DPsd_trunc_log 2.087513 1.287150 1.288812 1.770947 2.232365 \n", "s_lint_500600_DPsd_trunc_log 1.656226 1.922480 1.723334 1.777228 1.547670 \n", "s_linj_700800_DPsd_trunc_log 1.626645 1.783073 1.613149 1.432606 2.356606 \n", "s_linj_500600_DPsd_trunc_log 2.126542 2.223812 2.327135 1.765479 2.126532 \n", "\n", "[36 rows x 97 columns]" ] }, "execution_count": 124, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#concat_matches(df_to_analyze, 'I?P4_local_trunc|I?P4_drift_trunc').T\n", "concat_matches(df_to_analyze, 'log$').T" ] }, { "cell_type": "code", "execution_count": 125, "metadata": { "collapsed": false }, "outputs": [], "source": [ "# TO DO:\n", "# Calculate z scores for each DPsd\n", "# Calculate the mean of the two z scores for each 500/800 pairing\n", "# See if the value of this still correlates with the 500-first/800-first order variable\n", "\n", "\n", "remove_unused = [c for c in df_to_analyze.columns \n", " if ( '_psk_' in c \n", " or 's_lint_' in c \n", " or 's_linj_' in c)]\n", "for c in remove_unused:\n", " del df_to_analyze[c]\n", " \n", "\n", "to_combine = concat_matches(df_to_analyze, 'DPsd_trunc')\n", "#for p in list(to_combine.columns):\n", " #print(p)\n", "\n", "for c in ['I5P4_local_trunc',\n", " 'I8P4_local_trunc',\n", " 'I5P4_drift_trunc',\n", " 'I8P4_drift_trunc',]:\n", " to_combine[c] = df_to_analyze[c]\n", " \n", " \n", "z_to_combine = (to_combine.mean() - to_combine) / to_combine.std()\n", "#proper column-wise z score output was confirmed\n", "\n", "\n", "df_to_analyze['IP4_local_trunc_mz58'] = ( z_to_combine['I5P4_local_trunc'] \n", " + z_to_combine['I8P4_local_trunc']) / 2\n", "\n", "df_to_analyze['IP4_drift_trunc_mz58'] = ( z_to_combine['I5P4_drift_trunc'] \n", " + z_to_combine['I8P4_drift_trunc']) / 2\n", "\n", "\n", "df_to_analyze['iso_j_DPsd_trunc_mz58'] = ( z_to_combine['s_iso5j_DPsd_trunc'] \n", " + z_to_combine['s_iso8j_DPsd_trunc']) / 2\n", "\n", "df_to_analyze['iso_t1_DPsd_trunc_mz58'] = ( z_to_combine['s_iso5t1_DPsd_trunc'] \n", " + z_to_combine['s_iso8t1_DPsd_trunc']) / 2\n", "\n", "df_to_analyze['iso_t2_DPsd_trunc_mz58'] = ( z_to_combine['s_iso5t2_DPsd_trunc'] \n", " + z_to_combine['s_iso8t2_DPsd_trunc']) / 2\n", "\n", "df_to_analyze['lin_j_DPsd_trunc_mz58'] = ( z_to_combine['s_lin5j_DPsd_trunc'] \n", " + z_to_combine['s_lin8j_DPsd_trunc']) / 2\n", "\n", "df_to_analyze['lin_t_DPsd_trunc_mz58'] = ( z_to_combine['s_lin5t_DPsd_trunc'] \n", " + z_to_combine['s_lin8t_DPsd_trunc']) / 2\n", "\n", "df_to_analyze['phase_j_nrm_DPsd_trunc_mz58'] = ( z_to_combine['s_phase5j_nrm_DPsd_trunc'] \n", " + z_to_combine['s_phase8j_nrm_DPsd_trunc']) / 2\n", "\n", "df_to_analyze['phase_j_psr_DPsd_trunc_mz58'] = ( z_to_combine['s_phase5j_psr_DPsd_trunc'] \n", " + z_to_combine['s_phase8j_psr_DPsd_trunc']) / 2\n", "\n", "df_to_analyze['phase_t_nrm_DPsd_trunc_mz58'] = ( z_to_combine['s_phase5t_nrm_DPsd_trunc'] \n", " + z_to_combine['s_phase8t_nrm_DPsd_trunc']) / 2\n", "\n", "df_to_analyze['phase_t_psr_DPsd_trunc_mz58'] = ( z_to_combine['s_phase5t_psr_DPsd_trunc'] \n", " + z_to_combine['s_phase8t_psr_DPsd_trunc']) / 2\n", "#null values propagate to new measure (confirmed)\n", "\n", "#df_to_analyze['IP4_drift_trunc_mz58'][20:]" ] }, { "cell_type": "code", "execution_count": 126, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "SAVED: c:/db_pickles/pickle - dfo-subset_to_spss - 2014-10-15c.csv\n", "\n" ] }, { "data": { "text/html": [ "
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SCAL_sex_femalezero 0.000000 1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000 0.000000 1.000000... 0.000000 1.000000 0.000000 0.000000 1.000000 0.000000 1.000000 0.000000 1.000000 0.000000
SCAL_orders_iso 1.000000 0.000000 1.000000 1.000000 1.000000 2.000000 0.000000 2.000000 0.000000 0.000000... 0.000000 1.000000 1.000000 0.000000 1.000000 2.000000 1.000000 2.000000 0.000000 2.000000
SCAL_orders_phase 2.000000 2.000000 2.000000 0.000000 2.000000 0.000000 2.000000 0.000000 2.000000 1.000000... 1.000000 0.000000 0.000000 1.000000 2.000000 0.000000 0.000000 0.000000 2.000000 0.000000
SCAL_orders_linear 0.000000 1.000000 0.000000 2.000000 0.000000 1.000000 1.000000 1.000000 1.000000 2.000000... 2.000000 2.000000 2.000000 2.000000 0.000000 1.000000 2.000000 1.000000 1.000000 1.000000
SCAL_calc_wasivocab_tscore 49.000000 78.000000 55.000000 50.000000 55.000000 57.000000 53.000000 57.000000 44.000000 47.000000... 39.000000 44.000000 63.000000 74.000000 52.000000 46.000000 57.000000 51.000000 43.000000 48.000000
SCAL_calc_wasimatrix_tscore 38.000000 53.000000 54.000000 53.000000 55.000000 49.000000 42.000000 46.000000 55.000000 48.000000... 46.000000 49.000000 62.000000 53.000000 71.000000 49.000000 52.000000 55.000000 57.000000 49.000000
SCAL_calc_wasi_tscore_total 87.000000 131.000000 109.000000 103.000000 110.000000 106.000000 95.000000 103.000000 99.000000 95.000000... 85.000000 93.000000 125.000000 127.000000 123.000000 95.000000 109.000000 106.000000 100.000000 97.000000
SCAL_calc_fsiq2 89.000000 127.000000 108.000000 102.000000 109.000000 105.000000 95.000000 102.000000 99.000000 95.000000... 87.000000 94.000000 122.000000 123.000000 120.000000 95.000000 108.000000 105.000000 100.000000 97.000000
SCAL_calc_bfi_extraversion 2.125000 4.000000 2.750000 3.000000 4.500000 1.750000 2.125000 3.250000 2.500000 2.625000... 3.875000 4.500000 3.000000 3.125000 4.875000 4.375000 4.375000 4.250000 3.000000 3.250000
SCAL_calc_bfi_agreeableness 3.666667 4.111111 2.888889 4.111111 4.444444 4.222222 3.888889 3.555556 5.000000 2.222222... 5.000000 4.444444 4.444444 2.888889 3.666667 4.555556 4.111111 3.666667 3.111111 3.333333
SCAL_calc_bfi_conscientiousness 3.777778 2.777778 3.555556 4.555556 4.000000 3.111111 3.888889 4.444444 3.444444 2.555556... 4.555556 4.000000 2.888889 2.888889 3.444444 3.555556 2.888889 3.444444 3.222222 3.555556
SCAL_calc_bfi_neuroticism 3.125000 3.250000 3.000000 3.000000 1.750000 2.625000 3.875000 3.250000 2.125000 3.500000... 2.250000 1.375000 4.375000 2.500000 2.125000 3.875000 2.625000 2.875000 3.250000 3.142857
SCAL_calc_bfi_openness 2.800000 3.700000 3.700000 3.600000 3.300000 2.500000 2.700000 4.700000 4.200000 3.200000... 4.300000 3.600000 3.600000 4.300000 4.400000 3.000000 3.900000 4.300000 4.900000 4.200000
SCAL_qmusic_dancelevel 2.000000 2.000000 1.000000 3.000000 4.000000 0.000000 0.000000 0.000000 1.000000 3.000000... 5.000000 0.000000 3.000000 2.000000 3.000000 4.000000 3.000000 3.000000 0.000000 0.000000
SCAL_qmusic_instrumentlevel 0.000000 3.000000 3.000000 0.000000 2.000000 0.000000 1.000000 4.000000 2.000000 0.000000... 0.000000 4.000000 4.000000 4.000000 3.000000 0.000000 3.000000 3.000000 0.000000 2.000000
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SCAL_qmusic_behaviors_12_friendstaste 3.000000 3.000000 1.000000 3.000000 4.000000 3.000000 2.000000 2.000000 4.000000 4.000000... 7.000000 4.000000 2.000000 3.000000 5.000000 5.000000 4.000000 6.000000 5.000000 5.000000
SCAL_qmusic_behaviors_13_sharingint 4.000000 5.000000 1.000000 4.000000 2.000000 4.000000 3.000000 5.000000 1.000000 3.000000... 5.000000 4.000000 2.000000 4.000000 7.000000 6.000000 5.000000 7.000000 5.000000 5.000000
SCAL_qmusic_behaviors_14_getinterest 5.000000 5.000000 4.000000 4.000000 2.000000 4.000000 2.000000 3.000000 7.000000 4.000000... 5.000000 5.000000 3.000000 1.000000 7.000000 5.000000 5.000000 7.000000 5.000000 6.000000
qmusic_calc_anyhours 1.000000 1.000000 0.000000 1.000000 1.000000 0.000000 0.000000 0.000000 1.000000 1.000000... 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000 0.000000 0.000000
qmusic_calc_maxskill 2.000000 3.000000 3.000000 3.000000 4.000000 0.000000 1.000000 4.000000 2.000000 3.000000... 5.000000 4.000000 4.000000 4.000000 3.000000 4.000000 3.000000 4.000000 0.000000 2.000000
qmusic_calc_sumskill 2.000000 5.000000 4.000000 3.000000 6.000000 0.000000 1.000000 4.000000 3.000000 3.000000... 5.000000 8.000000 7.000000 6.000000 6.000000 4.000000 6.000000 10.000000 0.000000 2.000000
qmusic_calc_socialimp 12.000000 13.000000 6.000000 11.000000 8.000000 11.000000 7.000000 10.000000 12.000000 11.000000... 17.000000 13.000000 7.000000 8.000000 19.000000 16.000000 14.000000 20.000000 15.000000 16.000000
SCAL_qmusic_behaviors_07_yourself_ln1p 2.708050 2.944439 2.602690 3.258097 2.397895 3.931826 1.791759 3.931826 3.931826 1.945910... 1.609438 1.945910 2.397895 2.397895 3.433987 1.791759 3.044522 4.290459 1.791759 2.772589
SCAL_qmusic_behaviors_08_otherprs_ln1p 2.397895 2.302585 1.791759 1.791759 1.791759 3.433987 2.708050 3.433987 2.397895 0.693147... 1.386294 1.098612 1.098612 2.708050 1.098612 3.433987 3.044522 4.394449 0.000000 1.791759
SCAL_qmusic_behaviors_09_danceprv_ln1p 1.791759 0.530628 0.000000 1.098612 3.433987 2.397895 0.000000 3.931826 2.772589 0.000000... 0.000000 0.000000 0.693147 1.098612 0.916291 1.098612 0.000000 0.000000 0.693147 0.693147
SCAL_qmusic_dancelevel_ln1p 1.098612 1.098612 0.693147 1.386294 1.609438 0.000000 0.000000 0.000000 0.693147 1.386294... 1.791759 0.000000 1.386294 1.098612 1.386294 1.609438 1.386294 1.386294 0.000000 0.000000
SCAL_qmusic_singinghours_nonzero 1.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000... 0.000000 1.000000 0.000000 1.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
SCAL_qmusic_singingtimes_nonzero 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000... 0.000000 1.000000 0.000000 1.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
..................................................................
s_iso8t2_DPsd_trunc_log NaN 1.131855 1.621979 1.717185 1.224957 1.854551 1.474399 0.850104 1.427988 1.486620... 1.764540 1.019723 1.804565 1.256179 0.822493 1.518399 1.074398 1.167698 1.312072 1.790040
s_lin5t_DPsd_trunc_log NaN 1.336055 1.601238 1.586875 1.532127 2.002822 1.746812 1.270195 1.511344 1.842359... 2.380195 1.240751 2.003874 1.490492 1.163007 1.884450 1.635103 1.436168 1.753264 1.995672
s_lin8t_DPsd_trunc_log 2.305383 1.334307 1.791392 1.519132 1.506308 1.742977 1.595103 1.167324 1.651714 1.665542... 1.983140 1.062247 1.871916 1.378390 1.198713 1.933333 1.592535 1.246329 1.665642 1.663364
s_phase5t_DPsd_trunc_log 2.818610 1.533899 1.808526 1.794290 1.771647 2.178424 1.728366 1.713754 1.871108 2.194410... 2.153918 1.445558 1.959776 2.369388 1.469174 2.199600 2.123358 1.575372 1.898144 2.078509
s_phase8t_DPsd_trunc_log 3.221469 1.440647 1.917085 1.947621 1.344109 2.057176 1.698249 1.711628 1.671339 1.918771... 1.944267 1.641779 1.935375 1.766689 1.418115 1.966662 1.819247 1.458257 1.705351 2.468320
s_iso5j_DPsd_trunc_log 1.468862 1.644933 1.660185 1.931067 1.883450 1.851579 1.738222 1.650584 1.848477 1.707418... 1.811877 1.631131 2.156306 1.822238 1.583392 1.685826 2.124690 1.572873 1.612913 1.718923
s_iso8j_DPsd_trunc_log NaN 1.692863 2.137184 1.772214 1.733544 1.819399 1.707575 1.755917 1.804228 1.908284... 2.083905 1.362888 1.821635 1.629429 1.708278 1.590430 1.918600 1.417264 1.426504 1.714364
s_lin5j_DPsd_trunc_log 2.015058 1.649390 1.871980 NaN NaN 1.917798 1.620410 2.070804 1.787552 1.761812... NaN 1.395519 2.419863 1.719042 1.585274 2.041828 1.756458 1.810486 1.675215 2.132917
s_lin8j_DPsd_trunc_log 2.116002 1.890228 2.313866 2.099799 2.200428 2.308440 2.141411 1.997351 2.083193 2.043251... 2.183058 1.850603 2.326427 1.971129 1.811144 2.128409 2.040155 1.914217 1.817584 2.400156
s_phase5j_DPsd_trunc_log 2.422405 1.774558 2.262908 2.144661 2.739569 2.087969 1.802783 2.051451 2.067474 2.104918... 2.155658 2.254326 2.238179 1.951401 1.814308 2.232164 1.880433 1.736957 2.057894 2.333196
s_phase8j_DPsd_trunc_log 2.540202 1.624128 2.170845 1.740630 2.359743 2.445744 1.774009 1.614812 1.849079 1.919424... 1.981102 1.731812 2.011558 1.692822 1.864767 2.026249 1.911932 1.699957 1.899737 2.077448
s_phase8j_psr_DPsd_trunc_log 1.822314 1.612924 2.027585 1.761192 2.566462 2.115852 1.885312 1.602012 1.797048 2.073824... 2.199807 2.058860 1.900451 1.992052 1.584186 2.080504 1.740867 1.964700 1.941108 2.165882
s_phase8t_psr_DPsd_trunc_log 2.527728 1.616072 2.169406 1.752274 1.517247 2.416043 1.976305 2.309860 1.974328 1.670599... 1.951454 2.163158 1.922902 2.187971 1.626977 1.977654 1.690675 1.627795 2.218610 2.246768
s_phase5j_psr_DPsd_trunc_log 2.346532 2.047200 2.553754 2.094738 2.409779 2.493829 1.940695 2.372425 2.388867 2.356191... 2.361161 2.327977 2.474297 2.297506 1.949023 2.458198 2.037533 1.767952 2.101445 2.328501
s_phase5t_psr_DPsd_trunc_log 2.739054 1.801437 2.241850 1.851662 1.960636 2.428850 1.970924 2.282671 2.420283 2.202548... 2.235615 1.836924 2.047796 2.035536 0.754183 2.477226 1.925059 2.033728 1.949939 2.524329
s_phase5t_nrm_DPsd_trunc_log NaN 1.237526 1.623261 1.498037 1.304594 1.940384 1.624750 1.325582 1.399705 NaN... 2.160146 0.994008 1.954929 1.827445 1.297908 NaN 1.424663 1.292549 1.805887 NaN
s_phase8t_nrm_DPsd_trunc_log NaN 0.987879 2.026634 1.542243 0.976403 1.786897 1.473877 0.813877 1.606961 NaN... 1.854807 1.021579 1.697091 1.313153 1.121737 NaN 1.486871 0.974948 1.550407 NaN
s_phase5j_nrm_DPsd_trunc_log 2.285546 1.542395 2.091082 1.861343 2.153080 1.998019 1.866872 2.025180 1.754322 2.217726... 1.988806 1.799722 2.083031 1.876012 1.685643 NaN 1.675792 1.690626 NaN NaN
s_phase8j_nrm_DPsd_trunc_log 1.912401 1.356415 1.966651 1.616563 2.202028 2.200341 1.741272 1.639814 1.825810 1.865401... 1.826274 1.504115 2.037023 1.587396 1.783867 2.023109 1.900283 1.585618 NaN 1.729026
IP4_local_trunc_mz58 -0.719911 0.030023 -0.098648 0.264946 1.346369 -0.977373 -0.289685 1.007855 0.140207 0.536259... -0.128227 1.431727 -2.601290 0.373697 0.921365 0.094343 -0.561011 1.347167 0.548749 0.283562
IP4_drift_trunc_mz58 -1.528469 0.714178 -0.292168 0.958729 1.190850 -0.730949 -0.562301 0.725530 0.141896 -1.104657... -1.602305 0.714119 -0.908375 0.692513 1.170212 -0.212934 -0.186605 1.182491 0.488464 0.175288
iso_j_DPsd_trunc_mz58 NaN 0.485154 -0.576302 -0.380216 -0.171384 -0.257252 0.247292 0.353306 -0.217636 -0.095610... -0.785827 1.031322 -1.205449 0.180269 0.585161 0.574214 -1.306551 1.077703 0.982872 0.279781
iso_t1_DPsd_trunc_mz58 -2.580137 0.811229 -1.118839 0.292937 1.285882 -1.566353 -0.058700 1.104828 0.493995 0.345159... -1.682016 1.226579 -0.552902 0.364202 1.350083 -0.562542 -0.138621 1.097650 -0.381829 -0.268570
iso_t2_DPsd_trunc_mz58 NaN 0.794860 0.092600 0.089634 0.978486 -1.264454 -0.100952 1.036733 0.542787 -0.137933... -0.640099 1.113219 -0.957161 0.308590 1.160745 0.007410 0.679895 0.868153 -0.097989 -0.381475
lin_j_DPsd_trunc_mz58 -0.386014 0.869291 -0.652105 NaN NaN -0.730164 0.312428 -0.224457 0.177851 0.325795... NaN 1.317060 -2.179467 0.573569 1.131269 -0.482863 0.343152 0.532899 0.974700 -1.550512
lin_t_DPsd_trunc_mz58 NaN 0.904052 -0.128324 0.348596 0.441437 -0.736396 -0.008309 1.159761 0.243038 -0.287189... -2.200433 1.291631 -0.989890 0.668271 1.230220 -0.883423 0.168568 0.892052 -0.133994 -0.581622
phase_j_nrm_DPsd_trunc_mz58 -1.329748 1.227999 -0.868490 0.306098 -1.602138 -1.189495 0.095847 -0.106883 0.173681 -1.024821... -0.331097 0.591870 -1.001700 0.317694 0.375925 NaN 0.175273 0.684718 NaN NaN
phase_j_psr_DPsd_trunc_mz58 0.067268 1.004538 -0.856846 0.718332 -1.760186 -0.846781 0.811338 0.298666 -0.004325 -0.387652... -0.660225 -0.288006 -0.399035 -0.090422 1.214085 -0.674306 0.855914 0.945735 0.426026 -0.504698
phase_t_nrm_DPsd_trunc_mz58 NaN 1.004355 -0.967242 0.084122 0.935139 -1.110738 -0.022757 1.026597 0.129298 NaN... -1.793738 1.221023 -0.993391 -0.205448 0.821133 NaN 0.261642 0.950711 -0.454616 NaN
phase_t_psr_DPsd_trunc_mz58 -2.276363 0.941098 -0.387289 0.750056 0.810448 -1.206365 0.334312 -0.696282 -0.492269 0.283389... -0.077780 0.260199 0.282691 -0.058554 1.732216 -0.630644 0.711092 0.608235 0.021168 -1.134973
\n", "

156 rows × 97 columns

\n", "
" ], "text/plain": [ " 015 016 017 \\\n", "SCAL_order_500ms_first 0.000000 1.000000 1.000000 \n", "SCAL_sex_femalezero 0.000000 1.000000 1.000000 \n", "SCAL_orders_iso 1.000000 0.000000 1.000000 \n", "SCAL_orders_phase 2.000000 2.000000 2.000000 \n", "SCAL_orders_linear 0.000000 1.000000 0.000000 \n", "SCAL_calc_wasivocab_tscore 49.000000 78.000000 55.000000 \n", "SCAL_calc_wasimatrix_tscore 38.000000 53.000000 54.000000 \n", "SCAL_calc_wasi_tscore_total 87.000000 131.000000 109.000000 \n", "SCAL_calc_fsiq2 89.000000 127.000000 108.000000 \n", "SCAL_calc_bfi_extraversion 2.125000 4.000000 2.750000 \n", "SCAL_calc_bfi_agreeableness 3.666667 4.111111 2.888889 \n", "SCAL_calc_bfi_conscientiousness 3.777778 2.777778 3.555556 \n", "SCAL_calc_bfi_neuroticism 3.125000 3.250000 3.000000 \n", "SCAL_calc_bfi_openness 2.800000 3.700000 3.700000 \n", "SCAL_qmusic_dancelevel 2.000000 2.000000 1.000000 \n", "SCAL_qmusic_instrumentlevel 0.000000 3.000000 3.000000 \n", "SCAL_qmusic_drumlevel 0.000000 0.000000 0.000000 \n", "SCAL_qmusic_behaviors_12_friendstaste 3.000000 3.000000 1.000000 \n", "SCAL_qmusic_behaviors_13_sharingint 4.000000 5.000000 1.000000 \n", "SCAL_qmusic_behaviors_14_getinterest 5.000000 5.000000 4.000000 \n", "qmusic_calc_anyhours 1.000000 1.000000 0.000000 \n", "qmusic_calc_maxskill 2.000000 3.000000 3.000000 \n", "qmusic_calc_sumskill 2.000000 5.000000 4.000000 \n", "qmusic_calc_socialimp 12.000000 13.000000 6.000000 \n", "SCAL_qmusic_behaviors_07_yourself_ln1p 2.708050 2.944439 2.602690 \n", "SCAL_qmusic_behaviors_08_otherprs_ln1p 2.397895 2.302585 1.791759 \n", "SCAL_qmusic_behaviors_09_danceprv_ln1p 1.791759 0.530628 0.000000 \n", "SCAL_qmusic_dancelevel_ln1p 1.098612 1.098612 0.693147 \n", "SCAL_qmusic_singinghours_nonzero 1.000000 0.000000 0.000000 \n", "SCAL_qmusic_singingtimes_nonzero 0.000000 0.000000 0.000000 \n", "... ... ... ... \n", "s_iso8t2_DPsd_trunc_log NaN 1.131855 1.621979 \n", "s_lin5t_DPsd_trunc_log NaN 1.336055 1.601238 \n", "s_lin8t_DPsd_trunc_log 2.305383 1.334307 1.791392 \n", "s_phase5t_DPsd_trunc_log 2.818610 1.533899 1.808526 \n", "s_phase8t_DPsd_trunc_log 3.221469 1.440647 1.917085 \n", "s_iso5j_DPsd_trunc_log 1.468862 1.644933 1.660185 \n", "s_iso8j_DPsd_trunc_log NaN 1.692863 2.137184 \n", "s_lin5j_DPsd_trunc_log 2.015058 1.649390 1.871980 \n", "s_lin8j_DPsd_trunc_log 2.116002 1.890228 2.313866 \n", "s_phase5j_DPsd_trunc_log 2.422405 1.774558 2.262908 \n", "s_phase8j_DPsd_trunc_log 2.540202 1.624128 2.170845 \n", "s_phase8j_psr_DPsd_trunc_log 1.822314 1.612924 2.027585 \n", "s_phase8t_psr_DPsd_trunc_log 2.527728 1.616072 2.169406 \n", "s_phase5j_psr_DPsd_trunc_log 2.346532 2.047200 2.553754 \n", "s_phase5t_psr_DPsd_trunc_log 2.739054 1.801437 2.241850 \n", "s_phase5t_nrm_DPsd_trunc_log NaN 1.237526 1.623261 \n", "s_phase8t_nrm_DPsd_trunc_log NaN 0.987879 2.026634 \n", "s_phase5j_nrm_DPsd_trunc_log 2.285546 1.542395 2.091082 \n", "s_phase8j_nrm_DPsd_trunc_log 1.912401 1.356415 1.966651 \n", "IP4_local_trunc_mz58 -0.719911 0.030023 -0.098648 \n", "IP4_drift_trunc_mz58 -1.528469 0.714178 -0.292168 \n", "iso_j_DPsd_trunc_mz58 NaN 0.485154 -0.576302 \n", "iso_t1_DPsd_trunc_mz58 -2.580137 0.811229 -1.118839 \n", "iso_t2_DPsd_trunc_mz58 NaN 0.794860 0.092600 \n", "lin_j_DPsd_trunc_mz58 -0.386014 0.869291 -0.652105 \n", "lin_t_DPsd_trunc_mz58 NaN 0.904052 -0.128324 \n", "phase_j_nrm_DPsd_trunc_mz58 -1.329748 1.227999 -0.868490 \n", "phase_j_psr_DPsd_trunc_mz58 0.067268 1.004538 -0.856846 \n", "phase_t_nrm_DPsd_trunc_mz58 NaN 1.004355 -0.967242 \n", "phase_t_psr_DPsd_trunc_mz58 -2.276363 0.941098 -0.387289 \n", "\n", " 018 019 020 \\\n", "SCAL_order_500ms_first 1.000000 1.000000 0.000000 \n", "SCAL_sex_femalezero 1.000000 1.000000 1.000000 \n", "SCAL_orders_iso 1.000000 1.000000 2.000000 \n", "SCAL_orders_phase 0.000000 2.000000 0.000000 \n", "SCAL_orders_linear 2.000000 0.000000 1.000000 \n", "SCAL_calc_wasivocab_tscore 50.000000 55.000000 57.000000 \n", "SCAL_calc_wasimatrix_tscore 53.000000 55.000000 49.000000 \n", "SCAL_calc_wasi_tscore_total 103.000000 110.000000 106.000000 \n", "SCAL_calc_fsiq2 102.000000 109.000000 105.000000 \n", "SCAL_calc_bfi_extraversion 3.000000 4.500000 1.750000 \n", "SCAL_calc_bfi_agreeableness 4.111111 4.444444 4.222222 \n", "SCAL_calc_bfi_conscientiousness 4.555556 4.000000 3.111111 \n", "SCAL_calc_bfi_neuroticism 3.000000 1.750000 2.625000 \n", "SCAL_calc_bfi_openness 3.600000 3.300000 2.500000 \n", "SCAL_qmusic_dancelevel 3.000000 4.000000 0.000000 \n", "SCAL_qmusic_instrumentlevel 0.000000 2.000000 0.000000 \n", "SCAL_qmusic_drumlevel 0.000000 0.000000 0.000000 \n", "SCAL_qmusic_behaviors_12_friendstaste 3.000000 4.000000 3.000000 \n", "SCAL_qmusic_behaviors_13_sharingint 4.000000 2.000000 4.000000 \n", "SCAL_qmusic_behaviors_14_getinterest 4.000000 2.000000 4.000000 \n", "qmusic_calc_anyhours 1.000000 1.000000 0.000000 \n", "qmusic_calc_maxskill 3.000000 4.000000 0.000000 \n", "qmusic_calc_sumskill 3.000000 6.000000 0.000000 \n", "qmusic_calc_socialimp 11.000000 8.000000 11.000000 \n", "SCAL_qmusic_behaviors_07_yourself_ln1p 3.258097 2.397895 3.931826 \n", "SCAL_qmusic_behaviors_08_otherprs_ln1p 1.791759 1.791759 3.433987 \n", "SCAL_qmusic_behaviors_09_danceprv_ln1p 1.098612 3.433987 2.397895 \n", "SCAL_qmusic_dancelevel_ln1p 1.386294 1.609438 0.000000 \n", "SCAL_qmusic_singinghours_nonzero 0.000000 0.000000 0.000000 \n", "SCAL_qmusic_singingtimes_nonzero 0.000000 0.000000 0.000000 \n", "... ... ... ... \n", "s_iso8t2_DPsd_trunc_log 1.717185 1.224957 1.854551 \n", "s_lin5t_DPsd_trunc_log 1.586875 1.532127 2.002822 \n", "s_lin8t_DPsd_trunc_log 1.519132 1.506308 1.742977 \n", "s_phase5t_DPsd_trunc_log 1.794290 1.771647 2.178424 \n", "s_phase8t_DPsd_trunc_log 1.947621 1.344109 2.057176 \n", "s_iso5j_DPsd_trunc_log 1.931067 1.883450 1.851579 \n", "s_iso8j_DPsd_trunc_log 1.772214 1.733544 1.819399 \n", "s_lin5j_DPsd_trunc_log NaN NaN 1.917798 \n", "s_lin8j_DPsd_trunc_log 2.099799 2.200428 2.308440 \n", "s_phase5j_DPsd_trunc_log 2.144661 2.739569 2.087969 \n", "s_phase8j_DPsd_trunc_log 1.740630 2.359743 2.445744 \n", "s_phase8j_psr_DPsd_trunc_log 1.761192 2.566462 2.115852 \n", "s_phase8t_psr_DPsd_trunc_log 1.752274 1.517247 2.416043 \n", "s_phase5j_psr_DPsd_trunc_log 2.094738 2.409779 2.493829 \n", "s_phase5t_psr_DPsd_trunc_log 1.851662 1.960636 2.428850 \n", "s_phase5t_nrm_DPsd_trunc_log 1.498037 1.304594 1.940384 \n", "s_phase8t_nrm_DPsd_trunc_log 1.542243 0.976403 1.786897 \n", "s_phase5j_nrm_DPsd_trunc_log 1.861343 2.153080 1.998019 \n", "s_phase8j_nrm_DPsd_trunc_log 1.616563 2.202028 2.200341 \n", "IP4_local_trunc_mz58 0.264946 1.346369 -0.977373 \n", "IP4_drift_trunc_mz58 0.958729 1.190850 -0.730949 \n", "iso_j_DPsd_trunc_mz58 -0.380216 -0.171384 -0.257252 \n", "iso_t1_DPsd_trunc_mz58 0.292937 1.285882 -1.566353 \n", "iso_t2_DPsd_trunc_mz58 0.089634 0.978486 -1.264454 \n", "lin_j_DPsd_trunc_mz58 NaN NaN -0.730164 \n", "lin_t_DPsd_trunc_mz58 0.348596 0.441437 -0.736396 \n", "phase_j_nrm_DPsd_trunc_mz58 0.306098 -1.602138 -1.189495 \n", "phase_j_psr_DPsd_trunc_mz58 0.718332 -1.760186 -0.846781 \n", "phase_t_nrm_DPsd_trunc_mz58 0.084122 0.935139 -1.110738 \n", "phase_t_psr_DPsd_trunc_mz58 0.750056 0.810448 -1.206365 \n", "\n", " 021 022 024 \\\n", "SCAL_order_500ms_first 0.000000 0.000000 1.000000 \n", "SCAL_sex_femalezero 0.000000 0.000000 0.000000 \n", "SCAL_orders_iso 0.000000 2.000000 0.000000 \n", "SCAL_orders_phase 2.000000 0.000000 2.000000 \n", "SCAL_orders_linear 1.000000 1.000000 1.000000 \n", "SCAL_calc_wasivocab_tscore 53.000000 57.000000 44.000000 \n", "SCAL_calc_wasimatrix_tscore 42.000000 46.000000 55.000000 \n", "SCAL_calc_wasi_tscore_total 95.000000 103.000000 99.000000 \n", "SCAL_calc_fsiq2 95.000000 102.000000 99.000000 \n", "SCAL_calc_bfi_extraversion 2.125000 3.250000 2.500000 \n", "SCAL_calc_bfi_agreeableness 3.888889 3.555556 5.000000 \n", "SCAL_calc_bfi_conscientiousness 3.888889 4.444444 3.444444 \n", "SCAL_calc_bfi_neuroticism 3.875000 3.250000 2.125000 \n", "SCAL_calc_bfi_openness 2.700000 4.700000 4.200000 \n", "SCAL_qmusic_dancelevel 0.000000 0.000000 1.000000 \n", "SCAL_qmusic_instrumentlevel 1.000000 4.000000 2.000000 \n", "SCAL_qmusic_drumlevel 0.000000 0.000000 0.000000 \n", "SCAL_qmusic_behaviors_12_friendstaste 2.000000 2.000000 4.000000 \n", "SCAL_qmusic_behaviors_13_sharingint 3.000000 5.000000 1.000000 \n", "SCAL_qmusic_behaviors_14_getinterest 2.000000 3.000000 7.000000 \n", "qmusic_calc_anyhours 0.000000 0.000000 1.000000 \n", "qmusic_calc_maxskill 1.000000 4.000000 2.000000 \n", "qmusic_calc_sumskill 1.000000 4.000000 3.000000 \n", "qmusic_calc_socialimp 7.000000 10.000000 12.000000 \n", "SCAL_qmusic_behaviors_07_yourself_ln1p 1.791759 3.931826 3.931826 \n", "SCAL_qmusic_behaviors_08_otherprs_ln1p 2.708050 3.433987 2.397895 \n", "SCAL_qmusic_behaviors_09_danceprv_ln1p 0.000000 3.931826 2.772589 \n", "SCAL_qmusic_dancelevel_ln1p 0.000000 0.000000 0.693147 \n", "SCAL_qmusic_singinghours_nonzero 0.000000 0.000000 0.000000 \n", "SCAL_qmusic_singingtimes_nonzero 0.000000 0.000000 0.000000 \n", "... ... ... ... \n", "s_iso8t2_DPsd_trunc_log 1.474399 0.850104 1.427988 \n", "s_lin5t_DPsd_trunc_log 1.746812 1.270195 1.511344 \n", "s_lin8t_DPsd_trunc_log 1.595103 1.167324 1.651714 \n", "s_phase5t_DPsd_trunc_log 1.728366 1.713754 1.871108 \n", "s_phase8t_DPsd_trunc_log 1.698249 1.711628 1.671339 \n", "s_iso5j_DPsd_trunc_log 1.738222 1.650584 1.848477 \n", "s_iso8j_DPsd_trunc_log 1.707575 1.755917 1.804228 \n", "s_lin5j_DPsd_trunc_log 1.620410 2.070804 1.787552 \n", "s_lin8j_DPsd_trunc_log 2.141411 1.997351 2.083193 \n", "s_phase5j_DPsd_trunc_log 1.802783 2.051451 2.067474 \n", "s_phase8j_DPsd_trunc_log 1.774009 1.614812 1.849079 \n", "s_phase8j_psr_DPsd_trunc_log 1.885312 1.602012 1.797048 \n", "s_phase8t_psr_DPsd_trunc_log 1.976305 2.309860 1.974328 \n", "s_phase5j_psr_DPsd_trunc_log 1.940695 2.372425 2.388867 \n", "s_phase5t_psr_DPsd_trunc_log 1.970924 2.282671 2.420283 \n", "s_phase5t_nrm_DPsd_trunc_log 1.624750 1.325582 1.399705 \n", "s_phase8t_nrm_DPsd_trunc_log 1.473877 0.813877 1.606961 \n", "s_phase5j_nrm_DPsd_trunc_log 1.866872 2.025180 1.754322 \n", "s_phase8j_nrm_DPsd_trunc_log 1.741272 1.639814 1.825810 \n", "IP4_local_trunc_mz58 -0.289685 1.007855 0.140207 \n", "IP4_drift_trunc_mz58 -0.562301 0.725530 0.141896 \n", "iso_j_DPsd_trunc_mz58 0.247292 0.353306 -0.217636 \n", "iso_t1_DPsd_trunc_mz58 -0.058700 1.104828 0.493995 \n", "iso_t2_DPsd_trunc_mz58 -0.100952 1.036733 0.542787 \n", "lin_j_DPsd_trunc_mz58 0.312428 -0.224457 0.177851 \n", "lin_t_DPsd_trunc_mz58 -0.008309 1.159761 0.243038 \n", "phase_j_nrm_DPsd_trunc_mz58 0.095847 -0.106883 0.173681 \n", "phase_j_psr_DPsd_trunc_mz58 0.811338 0.298666 -0.004325 \n", "phase_t_nrm_DPsd_trunc_mz58 -0.022757 1.026597 0.129298 \n", "phase_t_psr_DPsd_trunc_mz58 0.334312 -0.696282 -0.492269 \n", "\n", " 025 ... 112 \\\n", "SCAL_order_500ms_first 0.000000 ... 0.000000 \n", "SCAL_sex_femalezero 1.000000 ... 0.000000 \n", "SCAL_orders_iso 0.000000 ... 0.000000 \n", "SCAL_orders_phase 1.000000 ... 1.000000 \n", "SCAL_orders_linear 2.000000 ... 2.000000 \n", "SCAL_calc_wasivocab_tscore 47.000000 ... 39.000000 \n", "SCAL_calc_wasimatrix_tscore 48.000000 ... 46.000000 \n", "SCAL_calc_wasi_tscore_total 95.000000 ... 85.000000 \n", "SCAL_calc_fsiq2 95.000000 ... 87.000000 \n", "SCAL_calc_bfi_extraversion 2.625000 ... 3.875000 \n", "SCAL_calc_bfi_agreeableness 2.222222 ... 5.000000 \n", "SCAL_calc_bfi_conscientiousness 2.555556 ... 4.555556 \n", "SCAL_calc_bfi_neuroticism 3.500000 ... 2.250000 \n", "SCAL_calc_bfi_openness 3.200000 ... 4.300000 \n", "SCAL_qmusic_dancelevel 3.000000 ... 5.000000 \n", "SCAL_qmusic_instrumentlevel 0.000000 ... 0.000000 \n", "SCAL_qmusic_drumlevel 0.000000 ... 0.000000 \n", "SCAL_qmusic_behaviors_12_friendstaste 4.000000 ... 7.000000 \n", "SCAL_qmusic_behaviors_13_sharingint 3.000000 ... 5.000000 \n", "SCAL_qmusic_behaviors_14_getinterest 4.000000 ... 5.000000 \n", "qmusic_calc_anyhours 1.000000 ... 1.000000 \n", "qmusic_calc_maxskill 3.000000 ... 5.000000 \n", "qmusic_calc_sumskill 3.000000 ... 5.000000 \n", "qmusic_calc_socialimp 11.000000 ... 17.000000 \n", "SCAL_qmusic_behaviors_07_yourself_ln1p 1.945910 ... 1.609438 \n", "SCAL_qmusic_behaviors_08_otherprs_ln1p 0.693147 ... 1.386294 \n", "SCAL_qmusic_behaviors_09_danceprv_ln1p 0.000000 ... 0.000000 \n", "SCAL_qmusic_dancelevel_ln1p 1.386294 ... 1.791759 \n", "SCAL_qmusic_singinghours_nonzero 0.000000 ... 0.000000 \n", "SCAL_qmusic_singingtimes_nonzero 0.000000 ... 0.000000 \n", "... ... ... ... \n", "s_iso8t2_DPsd_trunc_log 1.486620 ... 1.764540 \n", "s_lin5t_DPsd_trunc_log 1.842359 ... 2.380195 \n", "s_lin8t_DPsd_trunc_log 1.665542 ... 1.983140 \n", "s_phase5t_DPsd_trunc_log 2.194410 ... 2.153918 \n", "s_phase8t_DPsd_trunc_log 1.918771 ... 1.944267 \n", "s_iso5j_DPsd_trunc_log 1.707418 ... 1.811877 \n", "s_iso8j_DPsd_trunc_log 1.908284 ... 2.083905 \n", "s_lin5j_DPsd_trunc_log 1.761812 ... NaN \n", "s_lin8j_DPsd_trunc_log 2.043251 ... 2.183058 \n", "s_phase5j_DPsd_trunc_log 2.104918 ... 2.155658 \n", "s_phase8j_DPsd_trunc_log 1.919424 ... 1.981102 \n", "s_phase8j_psr_DPsd_trunc_log 2.073824 ... 2.199807 \n", "s_phase8t_psr_DPsd_trunc_log 1.670599 ... 1.951454 \n", "s_phase5j_psr_DPsd_trunc_log 2.356191 ... 2.361161 \n", "s_phase5t_psr_DPsd_trunc_log 2.202548 ... 2.235615 \n", "s_phase5t_nrm_DPsd_trunc_log NaN ... 2.160146 \n", "s_phase8t_nrm_DPsd_trunc_log NaN ... 1.854807 \n", "s_phase5j_nrm_DPsd_trunc_log 2.217726 ... 1.988806 \n", "s_phase8j_nrm_DPsd_trunc_log 1.865401 ... 1.826274 \n", "IP4_local_trunc_mz58 0.536259 ... -0.128227 \n", "IP4_drift_trunc_mz58 -1.104657 ... -1.602305 \n", "iso_j_DPsd_trunc_mz58 -0.095610 ... -0.785827 \n", "iso_t1_DPsd_trunc_mz58 0.345159 ... -1.682016 \n", "iso_t2_DPsd_trunc_mz58 -0.137933 ... -0.640099 \n", "lin_j_DPsd_trunc_mz58 0.325795 ... NaN \n", "lin_t_DPsd_trunc_mz58 -0.287189 ... -2.200433 \n", "phase_j_nrm_DPsd_trunc_mz58 -1.024821 ... -0.331097 \n", "phase_j_psr_DPsd_trunc_mz58 -0.387652 ... -0.660225 \n", "phase_t_nrm_DPsd_trunc_mz58 NaN ... -1.793738 \n", "phase_t_psr_DPsd_trunc_mz58 0.283389 ... -0.077780 \n", "\n", " 113 114 115 \\\n", "SCAL_order_500ms_first 0.000000 0.000000 0.000000 \n", "SCAL_sex_femalezero 1.000000 0.000000 0.000000 \n", "SCAL_orders_iso 1.000000 1.000000 0.000000 \n", "SCAL_orders_phase 0.000000 0.000000 1.000000 \n", "SCAL_orders_linear 2.000000 2.000000 2.000000 \n", "SCAL_calc_wasivocab_tscore 44.000000 63.000000 74.000000 \n", "SCAL_calc_wasimatrix_tscore 49.000000 62.000000 53.000000 \n", "SCAL_calc_wasi_tscore_total 93.000000 125.000000 127.000000 \n", "SCAL_calc_fsiq2 94.000000 122.000000 123.000000 \n", "SCAL_calc_bfi_extraversion 4.500000 3.000000 3.125000 \n", "SCAL_calc_bfi_agreeableness 4.444444 4.444444 2.888889 \n", "SCAL_calc_bfi_conscientiousness 4.000000 2.888889 2.888889 \n", "SCAL_calc_bfi_neuroticism 1.375000 4.375000 2.500000 \n", "SCAL_calc_bfi_openness 3.600000 3.600000 4.300000 \n", "SCAL_qmusic_dancelevel 0.000000 3.000000 2.000000 \n", "SCAL_qmusic_instrumentlevel 4.000000 4.000000 4.000000 \n", "SCAL_qmusic_drumlevel 4.000000 0.000000 0.000000 \n", "SCAL_qmusic_behaviors_12_friendstaste 4.000000 2.000000 3.000000 \n", "SCAL_qmusic_behaviors_13_sharingint 4.000000 2.000000 4.000000 \n", "SCAL_qmusic_behaviors_14_getinterest 5.000000 3.000000 1.000000 \n", "qmusic_calc_anyhours 1.000000 1.000000 1.000000 \n", "qmusic_calc_maxskill 4.000000 4.000000 4.000000 \n", "qmusic_calc_sumskill 8.000000 7.000000 6.000000 \n", "qmusic_calc_socialimp 13.000000 7.000000 8.000000 \n", "SCAL_qmusic_behaviors_07_yourself_ln1p 1.945910 2.397895 2.397895 \n", "SCAL_qmusic_behaviors_08_otherprs_ln1p 1.098612 1.098612 2.708050 \n", "SCAL_qmusic_behaviors_09_danceprv_ln1p 0.000000 0.693147 1.098612 \n", "SCAL_qmusic_dancelevel_ln1p 0.000000 1.386294 1.098612 \n", "SCAL_qmusic_singinghours_nonzero 1.000000 0.000000 1.000000 \n", "SCAL_qmusic_singingtimes_nonzero 1.000000 0.000000 1.000000 \n", "... ... ... ... \n", "s_iso8t2_DPsd_trunc_log 1.019723 1.804565 1.256179 \n", "s_lin5t_DPsd_trunc_log 1.240751 2.003874 1.490492 \n", "s_lin8t_DPsd_trunc_log 1.062247 1.871916 1.378390 \n", "s_phase5t_DPsd_trunc_log 1.445558 1.959776 2.369388 \n", "s_phase8t_DPsd_trunc_log 1.641779 1.935375 1.766689 \n", "s_iso5j_DPsd_trunc_log 1.631131 2.156306 1.822238 \n", "s_iso8j_DPsd_trunc_log 1.362888 1.821635 1.629429 \n", "s_lin5j_DPsd_trunc_log 1.395519 2.419863 1.719042 \n", "s_lin8j_DPsd_trunc_log 1.850603 2.326427 1.971129 \n", "s_phase5j_DPsd_trunc_log 2.254326 2.238179 1.951401 \n", "s_phase8j_DPsd_trunc_log 1.731812 2.011558 1.692822 \n", "s_phase8j_psr_DPsd_trunc_log 2.058860 1.900451 1.992052 \n", "s_phase8t_psr_DPsd_trunc_log 2.163158 1.922902 2.187971 \n", "s_phase5j_psr_DPsd_trunc_log 2.327977 2.474297 2.297506 \n", "s_phase5t_psr_DPsd_trunc_log 1.836924 2.047796 2.035536 \n", "s_phase5t_nrm_DPsd_trunc_log 0.994008 1.954929 1.827445 \n", "s_phase8t_nrm_DPsd_trunc_log 1.021579 1.697091 1.313153 \n", "s_phase5j_nrm_DPsd_trunc_log 1.799722 2.083031 1.876012 \n", "s_phase8j_nrm_DPsd_trunc_log 1.504115 2.037023 1.587396 \n", "IP4_local_trunc_mz58 1.431727 -2.601290 0.373697 \n", "IP4_drift_trunc_mz58 0.714119 -0.908375 0.692513 \n", "iso_j_DPsd_trunc_mz58 1.031322 -1.205449 0.180269 \n", "iso_t1_DPsd_trunc_mz58 1.226579 -0.552902 0.364202 \n", "iso_t2_DPsd_trunc_mz58 1.113219 -0.957161 0.308590 \n", "lin_j_DPsd_trunc_mz58 1.317060 -2.179467 0.573569 \n", "lin_t_DPsd_trunc_mz58 1.291631 -0.989890 0.668271 \n", "phase_j_nrm_DPsd_trunc_mz58 0.591870 -1.001700 0.317694 \n", "phase_j_psr_DPsd_trunc_mz58 -0.288006 -0.399035 -0.090422 \n", "phase_t_nrm_DPsd_trunc_mz58 1.221023 -0.993391 -0.205448 \n", "phase_t_psr_DPsd_trunc_mz58 0.260199 0.282691 -0.058554 \n", "\n", " 116 117 118 \\\n", "SCAL_order_500ms_first 1.000000 1.000000 1.000000 \n", "SCAL_sex_femalezero 1.000000 0.000000 1.000000 \n", "SCAL_orders_iso 1.000000 2.000000 1.000000 \n", "SCAL_orders_phase 2.000000 0.000000 0.000000 \n", "SCAL_orders_linear 0.000000 1.000000 2.000000 \n", "SCAL_calc_wasivocab_tscore 52.000000 46.000000 57.000000 \n", "SCAL_calc_wasimatrix_tscore 71.000000 49.000000 52.000000 \n", "SCAL_calc_wasi_tscore_total 123.000000 95.000000 109.000000 \n", "SCAL_calc_fsiq2 120.000000 95.000000 108.000000 \n", "SCAL_calc_bfi_extraversion 4.875000 4.375000 4.375000 \n", "SCAL_calc_bfi_agreeableness 3.666667 4.555556 4.111111 \n", "SCAL_calc_bfi_conscientiousness 3.444444 3.555556 2.888889 \n", "SCAL_calc_bfi_neuroticism 2.125000 3.875000 2.625000 \n", "SCAL_calc_bfi_openness 4.400000 3.000000 3.900000 \n", "SCAL_qmusic_dancelevel 3.000000 4.000000 3.000000 \n", "SCAL_qmusic_instrumentlevel 3.000000 0.000000 3.000000 \n", "SCAL_qmusic_drumlevel 0.000000 0.000000 0.000000 \n", "SCAL_qmusic_behaviors_12_friendstaste 5.000000 5.000000 4.000000 \n", "SCAL_qmusic_behaviors_13_sharingint 7.000000 6.000000 5.000000 \n", "SCAL_qmusic_behaviors_14_getinterest 7.000000 5.000000 5.000000 \n", "qmusic_calc_anyhours 1.000000 1.000000 1.000000 \n", "qmusic_calc_maxskill 3.000000 4.000000 3.000000 \n", "qmusic_calc_sumskill 6.000000 4.000000 6.000000 \n", "qmusic_calc_socialimp 19.000000 16.000000 14.000000 \n", "SCAL_qmusic_behaviors_07_yourself_ln1p 3.433987 1.791759 3.044522 \n", "SCAL_qmusic_behaviors_08_otherprs_ln1p 1.098612 3.433987 3.044522 \n", "SCAL_qmusic_behaviors_09_danceprv_ln1p 0.916291 1.098612 0.000000 \n", "SCAL_qmusic_dancelevel_ln1p 1.386294 1.609438 1.386294 \n", "SCAL_qmusic_singinghours_nonzero 0.000000 0.000000 0.000000 \n", "SCAL_qmusic_singingtimes_nonzero 0.000000 0.000000 0.000000 \n", "... ... ... ... \n", "s_iso8t2_DPsd_trunc_log 0.822493 1.518399 1.074398 \n", "s_lin5t_DPsd_trunc_log 1.163007 1.884450 1.635103 \n", "s_lin8t_DPsd_trunc_log 1.198713 1.933333 1.592535 \n", "s_phase5t_DPsd_trunc_log 1.469174 2.199600 2.123358 \n", "s_phase8t_DPsd_trunc_log 1.418115 1.966662 1.819247 \n", "s_iso5j_DPsd_trunc_log 1.583392 1.685826 2.124690 \n", "s_iso8j_DPsd_trunc_log 1.708278 1.590430 1.918600 \n", "s_lin5j_DPsd_trunc_log 1.585274 2.041828 1.756458 \n", "s_lin8j_DPsd_trunc_log 1.811144 2.128409 2.040155 \n", "s_phase5j_DPsd_trunc_log 1.814308 2.232164 1.880433 \n", "s_phase8j_DPsd_trunc_log 1.864767 2.026249 1.911932 \n", "s_phase8j_psr_DPsd_trunc_log 1.584186 2.080504 1.740867 \n", "s_phase8t_psr_DPsd_trunc_log 1.626977 1.977654 1.690675 \n", "s_phase5j_psr_DPsd_trunc_log 1.949023 2.458198 2.037533 \n", "s_phase5t_psr_DPsd_trunc_log 0.754183 2.477226 1.925059 \n", "s_phase5t_nrm_DPsd_trunc_log 1.297908 NaN 1.424663 \n", "s_phase8t_nrm_DPsd_trunc_log 1.121737 NaN 1.486871 \n", "s_phase5j_nrm_DPsd_trunc_log 1.685643 NaN 1.675792 \n", "s_phase8j_nrm_DPsd_trunc_log 1.783867 2.023109 1.900283 \n", "IP4_local_trunc_mz58 0.921365 0.094343 -0.561011 \n", "IP4_drift_trunc_mz58 1.170212 -0.212934 -0.186605 \n", "iso_j_DPsd_trunc_mz58 0.585161 0.574214 -1.306551 \n", "iso_t1_DPsd_trunc_mz58 1.350083 -0.562542 -0.138621 \n", "iso_t2_DPsd_trunc_mz58 1.160745 0.007410 0.679895 \n", "lin_j_DPsd_trunc_mz58 1.131269 -0.482863 0.343152 \n", "lin_t_DPsd_trunc_mz58 1.230220 -0.883423 0.168568 \n", "phase_j_nrm_DPsd_trunc_mz58 0.375925 NaN 0.175273 \n", "phase_j_psr_DPsd_trunc_mz58 1.214085 -0.674306 0.855914 \n", "phase_t_nrm_DPsd_trunc_mz58 0.821133 NaN 0.261642 \n", "phase_t_psr_DPsd_trunc_mz58 1.732216 -0.630644 0.711092 \n", "\n", " 119 120 121 \n", "SCAL_order_500ms_first 1.000000 0.000000 1.000000 \n", "SCAL_sex_femalezero 0.000000 1.000000 0.000000 \n", "SCAL_orders_iso 2.000000 0.000000 2.000000 \n", "SCAL_orders_phase 0.000000 2.000000 0.000000 \n", "SCAL_orders_linear 1.000000 1.000000 1.000000 \n", "SCAL_calc_wasivocab_tscore 51.000000 43.000000 48.000000 \n", "SCAL_calc_wasimatrix_tscore 55.000000 57.000000 49.000000 \n", "SCAL_calc_wasi_tscore_total 106.000000 100.000000 97.000000 \n", "SCAL_calc_fsiq2 105.000000 100.000000 97.000000 \n", "SCAL_calc_bfi_extraversion 4.250000 3.000000 3.250000 \n", "SCAL_calc_bfi_agreeableness 3.666667 3.111111 3.333333 \n", "SCAL_calc_bfi_conscientiousness 3.444444 3.222222 3.555556 \n", "SCAL_calc_bfi_neuroticism 2.875000 3.250000 3.142857 \n", "SCAL_calc_bfi_openness 4.300000 4.900000 4.200000 \n", "SCAL_qmusic_dancelevel 3.000000 0.000000 0.000000 \n", "SCAL_qmusic_instrumentlevel 3.000000 0.000000 2.000000 \n", "SCAL_qmusic_drumlevel 4.000000 0.000000 0.000000 \n", "SCAL_qmusic_behaviors_12_friendstaste 6.000000 5.000000 5.000000 \n", "SCAL_qmusic_behaviors_13_sharingint 7.000000 5.000000 5.000000 \n", "SCAL_qmusic_behaviors_14_getinterest 7.000000 5.000000 6.000000 \n", "qmusic_calc_anyhours 1.000000 0.000000 0.000000 \n", "qmusic_calc_maxskill 4.000000 0.000000 2.000000 \n", "qmusic_calc_sumskill 10.000000 0.000000 2.000000 \n", "qmusic_calc_socialimp 20.000000 15.000000 16.000000 \n", "SCAL_qmusic_behaviors_07_yourself_ln1p 4.290459 1.791759 2.772589 \n", "SCAL_qmusic_behaviors_08_otherprs_ln1p 4.394449 0.000000 1.791759 \n", "SCAL_qmusic_behaviors_09_danceprv_ln1p 0.000000 0.693147 0.693147 \n", "SCAL_qmusic_dancelevel_ln1p 1.386294 0.000000 0.000000 \n", "SCAL_qmusic_singinghours_nonzero 0.000000 0.000000 0.000000 \n", "SCAL_qmusic_singingtimes_nonzero 0.000000 0.000000 0.000000 \n", "... ... ... ... \n", "s_iso8t2_DPsd_trunc_log 1.167698 1.312072 1.790040 \n", "s_lin5t_DPsd_trunc_log 1.436168 1.753264 1.995672 \n", "s_lin8t_DPsd_trunc_log 1.246329 1.665642 1.663364 \n", "s_phase5t_DPsd_trunc_log 1.575372 1.898144 2.078509 \n", "s_phase8t_DPsd_trunc_log 1.458257 1.705351 2.468320 \n", "s_iso5j_DPsd_trunc_log 1.572873 1.612913 1.718923 \n", "s_iso8j_DPsd_trunc_log 1.417264 1.426504 1.714364 \n", "s_lin5j_DPsd_trunc_log 1.810486 1.675215 2.132917 \n", "s_lin8j_DPsd_trunc_log 1.914217 1.817584 2.400156 \n", "s_phase5j_DPsd_trunc_log 1.736957 2.057894 2.333196 \n", "s_phase8j_DPsd_trunc_log 1.699957 1.899737 2.077448 \n", "s_phase8j_psr_DPsd_trunc_log 1.964700 1.941108 2.165882 \n", "s_phase8t_psr_DPsd_trunc_log 1.627795 2.218610 2.246768 \n", "s_phase5j_psr_DPsd_trunc_log 1.767952 2.101445 2.328501 \n", "s_phase5t_psr_DPsd_trunc_log 2.033728 1.949939 2.524329 \n", "s_phase5t_nrm_DPsd_trunc_log 1.292549 1.805887 NaN \n", "s_phase8t_nrm_DPsd_trunc_log 0.974948 1.550407 NaN \n", "s_phase5j_nrm_DPsd_trunc_log 1.690626 NaN NaN \n", "s_phase8j_nrm_DPsd_trunc_log 1.585618 NaN 1.729026 \n", "IP4_local_trunc_mz58 1.347167 0.548749 0.283562 \n", "IP4_drift_trunc_mz58 1.182491 0.488464 0.175288 \n", "iso_j_DPsd_trunc_mz58 1.077703 0.982872 0.279781 \n", "iso_t1_DPsd_trunc_mz58 1.097650 -0.381829 -0.268570 \n", "iso_t2_DPsd_trunc_mz58 0.868153 -0.097989 -0.381475 \n", "lin_j_DPsd_trunc_mz58 0.532899 0.974700 -1.550512 \n", "lin_t_DPsd_trunc_mz58 0.892052 -0.133994 -0.581622 \n", "phase_j_nrm_DPsd_trunc_mz58 0.684718 NaN NaN \n", "phase_j_psr_DPsd_trunc_mz58 0.945735 0.426026 -0.504698 \n", "phase_t_nrm_DPsd_trunc_mz58 0.950711 -0.454616 NaN \n", "phase_t_psr_DPsd_trunc_mz58 0.608235 0.021168 -1.134973 \n", "\n", "[156 rows x 97 columns]" ] }, "execution_count": 126, "metadata": {}, "output_type": "execute_result" } ], "source": [ "update = {'measure': 'subset_to_spss',\n", " 'updated': '2014-10-15c'}\n", "\n", "pfilenames = \"c:/db_pickles/pickle - dfo-{measure} - {updated}.{ext}\"\n", "\n", "output_file_csv = pfilenames.format(measure=update['measure'], \n", " updated=update['updated'], \n", " ext=\"csv\")\n", "\n", "output_file_pickle = pfilenames.format(measure=update['measure'], \n", " updated=update['updated'], \n", " ext=\"pickle\")\n", "\n", "df_to_analyze.to_pickle(output_file_pickle)\n", "\n", "dfo_to_analyze_missing_coded = df_to_analyze.replace(np.nan, '77777')\n", "dfo_to_analyze_missing_coded.to_csv(output_file_csv)\n", "\n", "\n", "print(\"\\nSAVED: {}\\n\".format(output_file_csv))\n", "\n", "df_to_analyze.T" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "collapsed": false }, "outputs": [], "source": [ "df_to_analyze.count().to_csv('non-null counts 2014-10-15b.csv')" ] }, { "cell_type": "code", "execution_count": 95, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "I5P4_local_trunc_log\n", "I8P4_local_trunc_log\n", "I5P4_drift_trunc_log\n", "I8P4_drift_trunc_log\n", "s_iso5t1_DPsd_trunc_log\n", "s_iso8t1_DPsd_trunc_log\n", "s_iso5t2_DPsd_trunc_log\n", "s_iso8t2_DPsd_trunc_log\n", "s_lin5t_DPsd_trunc_log\n", "s_lin8t_DPsd_trunc_log\n", "s_phase5t_DPsd_trunc_log\n", "s_phase8t_DPsd_trunc_log\n", "s_iso5j_DPsd_trunc_log\n", "s_iso8j_DPsd_trunc_log\n", "s_lin5j_DPsd_trunc_log\n", "s_lin8j_DPsd_trunc_log\n", "s_phase5j_DPsd_trunc_log\n", "s_phase8j_DPsd_trunc_log\n", "s_phase8j_psr_DPsd_trunc_log\n", "s_phase8t_psr_DPsd_trunc_log\n", "s_phase5j_psr_DPsd_trunc_log\n", "s_phase5t_psr_DPsd_trunc_log\n", "s_phase5t_nrm_DPsd_trunc_log\n", "s_phase8t_nrm_DPsd_trunc_log\n", "s_phase5j_nrm_DPsd_trunc_log\n", "s_phase8j_nrm_DPsd_trunc_log\n" ] } ], "source": [ "dfa = df_to_analyze\n", "\n", "for p in concat_matches(df_to_analyze, '_log'): print p" ] }, { "cell_type": "code", "execution_count": 103, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "8 columns. Proceed?\n", "('s_iso5t2_DPsd_trunc_log', 's_iso8t2_DPsd_trunc_log')\n" ] }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYoAAAELCAYAAADHksFtAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xd4VOedN/zv9CZp1IVGvQICYbAxyAZTXLBMi4yNk7Wd\n", "tk+yye6mbZJ1nF6cbBzbibPZ3TfJPrtvHIfYMbaxjDFRDBiBRTXNQhJCqKNeR5oZTT/n+UNokIQ0\n", "OlPOzD3S73NdXJfOaMp3zhx0z90lPM/zIIQQQmYhDXcAQgghbKOCghBCiFdUUBBCCPGKCgpCCCFe\n", "UUFBCCHEKyooCCGEeCUPdwBfnT59GhaLJdwxCCEkosTGxuKOO+7w67ERV1BYLBbcfvvt4Y5BCCER\n", "5cKFC34/lpqegqCqqircEW7BYiaAzVyUSRjKJByrufxFBQUhhBCvJJG2hMeRI0eo6YkQQnx04cIF\n", "3HfffX49lmoUhBBCvKKCIghYbI9kMRPAZi7KJAxlEo7VXP6igoIQQohX1EdBCCELAPVREEIIEQ0V\n", "FEHAYnski5kANnNRJmEok3Cs5vIXFRSEEEK8oj4KQghZAKiPghBCiGiooAgCFtsjWcwEsJmLMgmz\n", "UDMNW50wWp0+PYbFcxWIiFs9lhDCLqebQ/uwDU6OR0asGjqlLNyRAnKpy4Tnj7VBJpXg25uysDQl\n", "KtyRwoL6KAghQcHzPI63GPHzo63geOCJVSl4bEUKNIrILCwGLA58YV89THY3AMAQo8S/7yiEXqMI\n", 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "('s_iso5j_DPsd_trunc_log', 's_iso8j_DPsd_trunc_log')\n" ] }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYkAAAEPCAYAAAC3NDh4AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xl4U/eZL/Cv9tWyLO/7DmYxIZgQQtjSAHHIAkkhk2kn\n", "0+lt02WatrfT28nSmSbplrbJdNo7maa9M9N9SYCwlYAToGAwmLIasI3BxjZ4l2Vbtvbt6P4hLGyw\n", "5CNZx5KO3s/z8Dw68pH0ezlHes/5rQKv1+sFIYQQMgVhtAtACCEkdlGSIIQQEhAlCUIIIQFRkiCE\n", "EBIQJQlCCCEBUZIghBASEKdJoqmpCTt37sSOHTvQ3d097f42mw1vvPEGent7uSwWIYQQlsRcvvnQ\n", "0BCefvppAMD+/fuRl5cXdP/a2lo88sgjXBaJEEJICDi9k1i9ejXrfUdGRqBUKiGXyzksESGEkFDM\n", "SpvEwYMHsWzZsqD71NXVYeXKlbNRHEIIISxxWt0E+KqQysvLkZaWFnS/gYEB7N27F3q9HkVFRcjJ\n", "yZlyv48++ggikYiLohJCCG9ptVpUVVWF/DpOk8Tx48eRmZmJoqKiSc83NjZCKBRi/vz5/uc++9nP\n", "AgCam5uh1WoDvqdIJMKSJUs4KS8hhPDV+fPnw3odZ9VNer0eJ06cQEtLC3bv3o3f/e53/r/V19fj\n", 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SCAL_qmusic_drumlevel
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" ], "text/plain": [ " SCAL_qmusic_drumlevel\n", "055 0\n", "057 0\n", "121 0\n", "053 0\n", "052 0\n", "051 0\n", "054 0\n", "048 0\n", "049 0\n", "063 1\n", "033 2\n", "034 2\n", "047 2\n", "082 3\n", "060 3\n", "110 3\n", "119 4\n", "075 4\n", "113 4\n", "064 NaN" ] }, "execution_count": 101, "metadata": {}, "output_type": "execute_result" } ], "source": [ "match('drumlevel').sort(columns='SCAL_qmusic_drumlevel').tail(20)" ] }, { "cell_type": "code", "execution_count": 102, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "SCAL_qmusic_instrumentlevel 2\n", "dtype: float64" ] }, "execution_count": 102, "metadata": {}, "output_type": "execute_result" } ], "source": [ "match('instrumentlevel').sort(columns='SCAL_qmusic_instrumentlevel').median()" ] }, { "cell_type": "code", "execution_count": 207, "metadata": { "collapsed": false }, "outputs": [], "source": [ "def stack_rm_case(case_series):\n", "\n", " total_stacked_vars = 12\n", " caseid = case_series.name\n", "\n", " #caseid_repeated = [caseid] * total_stacked_vars\n", "\n", " #caseid_list = {}\n", " tasktype = {}\n", " targetioi = {}\n", " targetstim = {}\n", "\n", " tasktype['s_iso5t2_DPsd_trunc_log'] = 1\n", " tasktype['s_iso8t2_DPsd_trunc_log'] = 1\n", " tasktype['s_iso5j_DPsd_trunc_log'] = 1\n", " tasktype['s_iso8j_DPsd_trunc_log'] = 1\n", " tasktype['s_phase8j_psr_DPsd_trunc_log'] = 2\n", " tasktype['s_phase8t_psr_DPsd_trunc_log'] = 2\n", " tasktype['s_phase5j_psr_DPsd_trunc_log'] = 2\n", " tasktype['s_phase5t_psr_DPsd_trunc_log'] = 2\n", " tasktype['s_phase5t_nrm_DPsd_trunc_log'] = 3\n", " tasktype['s_phase8t_nrm_DPsd_trunc_log'] = 3\n", " tasktype['s_phase5j_nrm_DPsd_trunc_log'] = 3\n", " tasktype['s_phase8j_nrm_DPsd_trunc_log'] = 3\n", "\n", " tasktype['s_iso5t2_DPsd_trunc_log'] = 1\n", " tasktype['s_iso8t2_DPsd_trunc_log'] = 1\n", " tasktype['s_iso5j_DPsd_trunc_log'] = 1\n", " tasktype['s_iso8j_DPsd_trunc_log'] = 1\n", " tasktype['s_phase8j_psr_DPsd_trunc_log'] = 2\n", " tasktype['s_phase8t_psr_DPsd_trunc_log'] = 2\n", " tasktype['s_phase5j_psr_DPsd_trunc_log'] = 2\n", " tasktype['s_phase5t_psr_DPsd_trunc_log'] = 2\n", " tasktype['s_phase5t_nrm_DPsd_trunc_log'] = 3\n", " tasktype['s_phase8t_nrm_DPsd_trunc_log'] = 3\n", " tasktype['s_phase5j_nrm_DPsd_trunc_log'] = 3\n", " tasktype['s_phase8j_nrm_DPsd_trunc_log'] = 3\n", "\n", " targetioi['s_iso5t2_DPsd_trunc_log'] = 0\n", " targetioi['s_iso8t2_DPsd_trunc_log'] = 1\n", " targetioi['s_iso5j_DPsd_trunc_log'] = 0\n", " targetioi['s_iso8j_DPsd_trunc_log'] = 1\n", " targetioi['s_phase8j_psr_DPsd_trunc_log'] = 1\n", " targetioi['s_phase8t_psr_DPsd_trunc_log'] = 1\n", " targetioi['s_phase5j_psr_DPsd_trunc_log'] = 0\n", " targetioi['s_phase5t_psr_DPsd_trunc_log'] = 0\n", " targetioi['s_phase5t_nrm_DPsd_trunc_log'] = 0\n", " targetioi['s_phase8t_nrm_DPsd_trunc_log'] = 1\n", " targetioi['s_phase5j_nrm_DPsd_trunc_log'] = 0\n", " targetioi['s_phase8j_nrm_DPsd_trunc_log'] = 1\n", "\n", " targetstim['s_iso5t2_DPsd_trunc_log'] = 0\n", " targetstim['s_iso8t2_DPsd_trunc_log'] = 0\n", " targetstim['s_iso5j_DPsd_trunc_log'] = 1\n", " targetstim['s_iso8j_DPsd_trunc_log'] = 1\n", " targetstim['s_phase8j_psr_DPsd_trunc_log'] = 1\n", " targetstim['s_phase8t_psr_DPsd_trunc_log'] = 0\n", " targetstim['s_phase5j_psr_DPsd_trunc_log'] = 1\n", " targetstim['s_phase5t_psr_DPsd_trunc_log'] = 0\n", " targetstim['s_phase5t_nrm_DPsd_trunc_log'] = 0\n", " targetstim['s_phase8t_nrm_DPsd_trunc_log'] = 0\n", " targetstim['s_phase5j_nrm_DPsd_trunc_log'] = 1\n", " targetstim['s_phase8j_nrm_DPsd_trunc_log'] = 1\n", "\n", " caseid_repeated = {k: caseid for k in tasktype.keys()}\n", "\n", " stackedvars = pd.DataFrame({'caseid': caseid_repeated,\n", " 'casedata': acase,\n", " 'tasktype': tasktype,\n", " 'targetioi': targetioi,\n", " 'targetstim': targetstim,\n", " },\n", " #index = acase.T.index\n", " )\n", "\n", " \n", " stackedvars.index.name='original_varname'\n", "\n", " case_out = stackedvars.reset_index('original_varname')\n", " \n", " return case_out\n", "\n", "\n", "repmeas = concat_matches(df_to_analyze, 'psr.*log|nrm.*log|iso.t2.*log|iso.j.*log')\n", "\n", "cases = [stack_rm_case(repmeas.loc[p]) for p in repmeas.index]\n", "\n", "stacked = pd.concat(cases, axis=0)\n", "\n", "stacked.index = range(len(stacked))\n", "stacked.index.name = \"st_row\"\n", "\n", "stacked = stacked.reset_index('st_row')\n", "stacked = stacked.set_index('caseid')\n" ] }, { "cell_type": "code", "execution_count": 208, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "015 89\n", "016 127\n", "017 108\n", "018 102\n", "019 109\n", "020 105\n", "021 95\n", "022 102\n", "024 99\n", "025 95\n", "026 100\n", "027 105\n", "028 116\n", "029 108\n", "030 115\n", "...\n", "107 108\n", "108 96\n", "109 97\n", "110 122\n", "111 118\n", "112 87\n", "113 94\n", "114 122\n", "115 123\n", "116 120\n", "117 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st_roworiginal_varnamecasedatatargetioitargetstimtasktypeSCAL_calc_fsiq2
caseid
015 0 s_iso5j_DPsd_trunc_log 1.644933 0 1 1NaN
015 1 s_iso5t2_DPsd_trunc_log 1.259224 0 0 1NaN
015 2 s_iso8j_DPsd_trunc_log 1.692863 1 1 1NaN
015 3 s_iso8t2_DPsd_trunc_log 1.131855 1 0 1NaN
015 4 s_phase5j_nrm_DPsd_trunc_log 1.542395 0 1 3NaN
015 5 s_phase5j_psr_DPsd_trunc_log 2.047200 0 1 2NaN
015 6 s_phase5t_nrm_DPsd_trunc_log 1.237526 0 0 3NaN
015 7 s_phase5t_psr_DPsd_trunc_log 1.801437 0 0 2NaN
015 8 s_phase8j_nrm_DPsd_trunc_log 1.356415 1 1 3NaN
015 9 s_phase8j_psr_DPsd_trunc_log 1.612924 1 1 2NaN
015 10 s_phase8t_nrm_DPsd_trunc_log 0.987879 1 0 3NaN
015 11 s_phase8t_psr_DPsd_trunc_log 1.616072 1 0 2NaN
016 12 s_iso5j_DPsd_trunc_log 1.644933 0 1 1NaN
016 13 s_iso5t2_DPsd_trunc_log 1.259224 0 0 1NaN
016 14 s_iso8j_DPsd_trunc_log 1.692863 1 1 1NaN
016 15 s_iso8t2_DPsd_trunc_log 1.131855 1 0 1NaN
016 16 s_phase5j_nrm_DPsd_trunc_log 1.542395 0 1 3NaN
016 17 s_phase5j_psr_DPsd_trunc_log 2.047200 0 1 2NaN
016 18 s_phase5t_nrm_DPsd_trunc_log 1.237526 0 0 3NaN
016 19 s_phase5t_psr_DPsd_trunc_log 1.801437 0 0 2NaN
016 20 s_phase8j_nrm_DPsd_trunc_log 1.356415 1 1 3NaN
016 21 s_phase8j_psr_DPsd_trunc_log 1.612924 1 1 2NaN
016 22 s_phase8t_nrm_DPsd_trunc_log 0.987879 1 0 3NaN
016 23 s_phase8t_psr_DPsd_trunc_log 1.616072 1 0 2NaN
017 24 s_iso5j_DPsd_trunc_log 1.644933 0 1 1NaN
017 25 s_iso5t2_DPsd_trunc_log 1.259224 0 0 1NaN
017 26 s_iso8j_DPsd_trunc_log 1.692863 1 1 1NaN
017 27 s_iso8t2_DPsd_trunc_log 1.131855 1 0 1NaN
017 28 s_phase5j_nrm_DPsd_trunc_log 1.542395 0 1 3NaN
017 29 s_phase5j_psr_DPsd_trunc_log 2.047200 0 1 2NaN
........................
119 1158 s_phase5t_nrm_DPsd_trunc_log 1.237526 0 0 3NaN
119 1159 s_phase5t_psr_DPsd_trunc_log 1.801437 0 0 2NaN
119 1160 s_phase8j_nrm_DPsd_trunc_log 1.356415 1 1 3NaN
119 1161 s_phase8j_psr_DPsd_trunc_log 1.612924 1 1 2NaN
119 1162 s_phase8t_nrm_DPsd_trunc_log 0.987879 1 0 3NaN
119 1163 s_phase8t_psr_DPsd_trunc_log 1.616072 1 0 2NaN
120 1164 s_iso5j_DPsd_trunc_log 1.644933 0 1 1NaN
120 1165 s_iso5t2_DPsd_trunc_log 1.259224 0 0 1NaN
120 1166 s_iso8j_DPsd_trunc_log 1.692863 1 1 1NaN
120 1167 s_iso8t2_DPsd_trunc_log 1.131855 1 0 1NaN
120 1168 s_phase5j_nrm_DPsd_trunc_log 1.542395 0 1 3NaN
120 1169 s_phase5j_psr_DPsd_trunc_log 2.047200 0 1 2NaN
120 1170 s_phase5t_nrm_DPsd_trunc_log 1.237526 0 0 3NaN
120 1171 s_phase5t_psr_DPsd_trunc_log 1.801437 0 0 2NaN
120 1172 s_phase8j_nrm_DPsd_trunc_log 1.356415 1 1 3NaN
120 1173 s_phase8j_psr_DPsd_trunc_log 1.612924 1 1 2NaN
120 1174 s_phase8t_nrm_DPsd_trunc_log 0.987879 1 0 3NaN
120 1175 s_phase8t_psr_DPsd_trunc_log 1.616072 1 0 2NaN
121 1176 s_iso5j_DPsd_trunc_log 1.644933 0 1 1 97
121 1177 s_iso5t2_DPsd_trunc_log 1.259224 0 0 1 97
121 1178 s_iso8j_DPsd_trunc_log 1.692863 1 1 1 97
121 1179 s_iso8t2_DPsd_trunc_log 1.131855 1 0 1 97
121 1180 s_phase5j_nrm_DPsd_trunc_log 1.542395 0 1 3 97
121 1181 s_phase5j_psr_DPsd_trunc_log 2.047200 0 1 2 97
121 1182 s_phase5t_nrm_DPsd_trunc_log 1.237526 0 0 3 97
121 1183 s_phase5t_psr_DPsd_trunc_log 1.801437 0 0 2 97
121 1184 s_phase8j_nrm_DPsd_trunc_log 1.356415 1 1 3 97
121 1185 s_phase8j_psr_DPsd_trunc_log 1.612924 1 1 2 97
121 1186 s_phase8t_nrm_DPsd_trunc_log 0.987879 1 0 3 97
121 1187 s_phase8t_psr_DPsd_trunc_log 1.616072 1 0 2 97
\n", "

1188 rows × 7 columns

\n", "
" ], "text/plain": [ " st_row original_varname casedata targetioi targetstim \\\n", "caseid \n", "015 0 s_iso5j_DPsd_trunc_log 1.644933 0 1 \n", "015 1 s_iso5t2_DPsd_trunc_log 1.259224 0 0 \n", "015 2 s_iso8j_DPsd_trunc_log 1.692863 1 1 \n", "015 3 s_iso8t2_DPsd_trunc_log 1.131855 1 0 \n", "015 4 s_phase5j_nrm_DPsd_trunc_log 1.542395 0 1 \n", "015 5 s_phase5j_psr_DPsd_trunc_log 2.047200 0 1 \n", "015 6 s_phase5t_nrm_DPsd_trunc_log 1.237526 0 0 \n", "015 7 s_phase5t_psr_DPsd_trunc_log 1.801437 0 0 \n", "015 8 s_phase8j_nrm_DPsd_trunc_log 1.356415 1 1 \n", "015 9 s_phase8j_psr_DPsd_trunc_log 1.612924 1 1 \n", "015 10 s_phase8t_nrm_DPsd_trunc_log 0.987879 1 0 \n", "015 11 s_phase8t_psr_DPsd_trunc_log 1.616072 1 0 \n", "016 12 s_iso5j_DPsd_trunc_log 1.644933 0 1 \n", "016 13 s_iso5t2_DPsd_trunc_log 1.259224 0 0 \n", "016 14 s_iso8j_DPsd_trunc_log 1.692863 1 1 \n", "016 15 s_iso8t2_DPsd_trunc_log 1.131855 1 0 \n", "016 16 s_phase5j_nrm_DPsd_trunc_log 1.542395 0 1 \n", "016 17 s_phase5j_psr_DPsd_trunc_log 2.047200 0 1 \n", "016 18 s_phase5t_nrm_DPsd_trunc_log 1.237526 0 0 \n", "016 19 s_phase5t_psr_DPsd_trunc_log 1.801437 0 0 \n", "016 20 s_phase8j_nrm_DPsd_trunc_log 1.356415 1 1 \n", "016 21 s_phase8j_psr_DPsd_trunc_log 1.612924 1 1 \n", "016 22 s_phase8t_nrm_DPsd_trunc_log 0.987879 1 0 \n", "016 23 s_phase8t_psr_DPsd_trunc_log 1.616072 1 0 \n", "017 24 s_iso5j_DPsd_trunc_log 1.644933 0 1 \n", "017 25 s_iso5t2_DPsd_trunc_log 1.259224 0 0 \n", "017 26 s_iso8j_DPsd_trunc_log 1.692863 1 1 \n", "017 27 s_iso8t2_DPsd_trunc_log 1.131855 1 0 \n", "017 28 s_phase5j_nrm_DPsd_trunc_log 1.542395 0 1 \n", "017 29 s_phase5j_psr_DPsd_trunc_log 2.047200 0 1 \n", "... ... ... ... ... ... \n", "119 1158 s_phase5t_nrm_DPsd_trunc_log 1.237526 0 0 \n", "119 1159 s_phase5t_psr_DPsd_trunc_log 1.801437 0 0 \n", "119 1160 s_phase8j_nrm_DPsd_trunc_log 1.356415 1 1 \n", "119 1161 s_phase8j_psr_DPsd_trunc_log 1.612924 1 1 \n", "119 1162 s_phase8t_nrm_DPsd_trunc_log 0.987879 1 0 \n", "119 1163 s_phase8t_psr_DPsd_trunc_log 1.616072 1 0 \n", "120 1164 s_iso5j_DPsd_trunc_log 1.644933 0 1 \n", "120 1165 s_iso5t2_DPsd_trunc_log 1.259224 0 0 \n", "120 1166 s_iso8j_DPsd_trunc_log 1.692863 1 1 \n", "120 1167 s_iso8t2_DPsd_trunc_log 1.131855 1 0 \n", "120 1168 s_phase5j_nrm_DPsd_trunc_log 1.542395 0 1 \n", "120 1169 s_phase5j_psr_DPsd_trunc_log 2.047200 0 1 \n", "120 1170 s_phase5t_nrm_DPsd_trunc_log 1.237526 0 0 \n", "120 1171 s_phase5t_psr_DPsd_trunc_log 1.801437 0 0 \n", "120 1172 s_phase8j_nrm_DPsd_trunc_log 1.356415 1 1 \n", "120 1173 s_phase8j_psr_DPsd_trunc_log 1.612924 1 1 \n", "120 1174 s_phase8t_nrm_DPsd_trunc_log 0.987879 1 0 \n", "120 1175 s_phase8t_psr_DPsd_trunc_log 1.616072 1 0 \n", "121 1176 s_iso5j_DPsd_trunc_log 1.644933 0 1 \n", "121 1177 s_iso5t2_DPsd_trunc_log 1.259224 0 0 \n", "121 1178 s_iso8j_DPsd_trunc_log 1.692863 1 1 \n", "121 1179 s_iso8t2_DPsd_trunc_log 1.131855 1 0 \n", "121 1180 s_phase5j_nrm_DPsd_trunc_log 1.542395 0 1 \n", "121 1181 s_phase5j_psr_DPsd_trunc_log 2.047200 0 1 \n", "121 1182 s_phase5t_nrm_DPsd_trunc_log 1.237526 0 0 \n", "121 1183 s_phase5t_psr_DPsd_trunc_log 1.801437 0 0 \n", "121 1184 s_phase8j_nrm_DPsd_trunc_log 1.356415 1 1 \n", "121 1185 s_phase8j_psr_DPsd_trunc_log 1.612924 1 1 \n", "121 1186 s_phase8t_nrm_DPsd_trunc_log 0.987879 1 0 \n", "121 1187 s_phase8t_psr_DPsd_trunc_log 1.616072 1 0 \n", "\n", " tasktype SCAL_calc_fsiq2 \n", "caseid \n", "015 1 NaN \n", "015 1 NaN \n", "015 1 NaN \n", "015 1 NaN \n", "015 3 NaN \n", "015 2 NaN \n", "015 3 NaN \n", "015 2 NaN \n", "015 3 NaN \n", "015 2 NaN \n", "015 3 NaN \n", "015 2 NaN \n", "016 1 NaN \n", "016 1 NaN \n", "016 1 NaN \n", "016 1 NaN \n", "016 3 NaN \n", "016 2 NaN \n", "016 3 NaN \n", "016 2 NaN \n", "016 3 NaN \n", "016 2 NaN \n", "016 3 NaN \n", "016 2 NaN \n", "017 1 NaN \n", "017 1 NaN \n", "017 1 NaN \n", "017 1 NaN \n", "017 3 NaN \n", "017 2 NaN \n", "... ... ... \n", "119 3 NaN \n", "119 2 NaN \n", "119 3 NaN \n", "119 2 NaN \n", "119 3 NaN \n", "119 2 NaN \n", "120 1 NaN \n", "120 1 NaN \n", "120 1 NaN \n", "120 1 NaN \n", "120 3 NaN \n", "120 2 NaN \n", "120 3 NaN \n", "120 2 NaN \n", "120 3 NaN \n", "120 2 NaN \n", "120 3 NaN \n", "120 2 NaN \n", "121 1 97 \n", "121 1 97 \n", "121 1 97 \n", "121 1 97 \n", "121 3 97 \n", "121 2 97 \n", "121 3 97 \n", "121 2 97 \n", "121 3 97 \n", "121 2 97 \n", "121 3 97 \n", "121 2 97 \n", "\n", "[1188 rows x 7 columns]" ] }, "execution_count": 214, "metadata": {}, "output_type": "execute_result" } ], "source": [ "staticvar = 'SCAL_calc_fsiq2'\n", "\n", "\n", "ids = sorted(set(stacked.index))\n", "\n", "\n", "for caseid in ids:\n", " print(caseid)\n", " stacked[staticvar] = np.nan\n", " \n", " stacked.loc[caseid, staticvar] = df_to_analyze.loc[caseid, staticvar]\n", "\n", "#slc = stacked.loc[stacked.caseid=='015']\n", "#slc.somevarname = 'the_value'\n", "\n", "\n", "\n", "#stacked.to_csv('stacked_test.csv')\n", "stacked" ] }, { "cell_type": "code", "execution_count": 171, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "89.0" ] }, "execution_count": 171, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_to_analyze.loc[caseid, staticvar]" ] }, { "cell_type": "code", "execution_count": 313, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "NULL VALUES (INCLUDING REMOVED FOR INCOMPLETE TAP SETS):\n", "\n", "\n", "SCAL_order_500ms_first\n", "[]\n", "\n", "SCAL_sex_femalezero\n", "[]\n", "\n", "SCAL_calc_wasivocab_tscore\n", "[]\n", "\n", "SCAL_calc_wasimatrix_tscore\n", "['053']\n", "\n", "SCAL_calc_wasi_tscore_total\n", "['053']\n", "\n", "SCAL_calc_fsiq2\n", "['053']\n", "\n", "SCAL_calc_bfi_extraversion\n", "[]\n", "\n", "SCAL_calc_bfi_agreeableness\n", "[]\n", "\n", "SCAL_calc_bfi_conscientiousness\n", "[]\n", "\n", "SCAL_calc_bfi_neuroticism\n", "[]\n", "\n", "SCAL_calc_bfi_openness\n", "[]\n", "\n", "SCAL_qmusic_dancelevel\n", "[]\n", "\n", "SCAL_qmusic_instrumentlevel\n", "[]\n", "\n", "SCAL_qmusic_drumlevel\n", "['064']\n", "\n", "SCAL_qmusic_behaviors_12_friendstaste\n", "[]\n", "\n", "SCAL_qmusic_behaviors_13_sharingint\n", "[]\n", "\n", "SCAL_qmusic_behaviors_14_getinterest\n", "[]\n", "\n", "qmusic_calc_anyhours\n", "[]\n", "\n", "qmusic_calc_maxskill\n", "['064']\n", "\n", "qmusic_calc_sumskill\n", "['064']\n", "\n", "qmusic_calc_socialimp\n", "[]\n", "\n", "SCAL_qmusic_behaviors_07_yourself_ln1p\n", "['093']\n", "\n", "SCAL_qmusic_behaviors_08_otherprs_ln1p\n", "[]\n", "\n", "SCAL_qmusic_behaviors_09_danceprv_ln1p\n", "[]\n", "\n", "SCAL_qmusic_dancelevel_ln1p\n", "[]\n", "\n", "SCAL_qmusic_singinghours_nonzero\n", "[]\n", "\n", "SCAL_qmusic_singingtimes_nonzero\n", "[]\n", "\n", "SCAL_qmusic_dancehours_nonzero\n", "[]\n", "\n", "SCAL_qmusic_instrumenthours_nonzero\n", "[]\n", "\n", "SCAL_qmusic_drumhours_nonzero\n", "[]\n", "\n", "SCAL_qmusic_behaviors_09_danceprv_nonzero\n", "[]\n", "\n", "SCAL_qmusic_behaviors_10_dancepub_nonzero\n", "[]\n", "\n", "SCAL_qmusic_gamehoursall_nonzero\n", "[]\n", "\n", "SCAL_qmusic_gamehoursdrumsticks_nonzero\n", "[]\n", "\n", "I5P4_local_trunc\n", "['049']\n", "\n", "I8P4_local_trunc\n", "['048']\n", "\n", "I8P4_drift_trunc\n", "['048']\n", "\n", "I5P4_drift_trunc\n", "['049']\n", "\n", "I8L2_local_trunc\n", "['048']\n", "\n", "I5L2_local_trunc\n", "['049']\n", "\n", "I8L2_drift_trunc\n", "['018', '048', '057', '059', '064', '066', '116']\n", "\n", "I5L2_drift_trunc\n", "['016', '022', '033', '036', '044', '049', '052', '053', '056', '061', '077', '078', '084', '085', '089', '092', '096', '097', '101', '105', '107', '109', '110', '111', '115', '116']\n", "\n", "I8P4_ints_count\n", "['048']\n", "\n", "I5P4_ints_count\n", "['049']\n", "\n", "I8L2_ints_count\n", "['048']\n", "\n", "I5L2_ints_count\n", "['049']\n", "\n", "I8P4_driftperc_trunc\n", "['048']\n", "\n", "I8P4_localperc_trunc\n", "['048']\n", "\n", "I5P4_driftperc_trunc\n", "['049']\n", "\n", "I5P4_localperc_trunc\n", "['049']\n", "\n", "s_iso5t1_DPm\n", "['055', '073']\n", "\n", "s_iso5t1_DPsd_trunc\n", "['055', '073']\n", "\n", "s_iso5t1_DPct\n", "['055', '073']\n", "\n", "s_iso8t1_DPm\n", "['073']\n", "\n", "s_iso8t1_DPsd_trunc\n", "['073']\n", "\n", "s_iso8t1_DPct\n", "['073']\n", "\n", "s_iso5t2_DPm\n", "['049']\n", "\n", "s_iso5t2_DPsd_trunc\n", "['049']\n", "\n", "s_iso5t2_DPct\n", "['049']\n", "\n", "s_iso8t2_DPm\n", "['015', '049', '055', '104']\n", "\n", "s_iso8t2_DPsd_trunc\n", "['015', '049', '055', '104']\n", "\n", "s_iso8t2_DPct\n", "['015', '049', '055', '104']\n", "\n", "s_lin5t_DPm\n", "['015', '049', '055', '068', '073', '089']\n", "\n", "s_lin5t_DPsd_trunc\n", "['015', '049', '055', '068', '073', '089']\n", "\n", "s_lin5t_DPct\n", "['015', '049', '055', '068', '073', '089']\n", "\n", "s_lin8t_DPm\n", "['029', '055', '073', '086']\n", "\n", "s_lin8t_DPsd_trunc\n", "['029', '055', '073', '086']\n", "\n", "s_lin8t_DPct\n", "['029', '055', '073', '086']\n", "\n", "s_phase5t_DPm\n", "[]\n", "\n", "s_phase5t_DPsd_trunc\n", "[]\n", "\n", "s_phase5t_DPct\n", "[]\n", "\n", "s_phase8t_DPm\n", "[]\n", "\n", "s_phase8t_DPsd_trunc\n", "[]\n", "\n", "s_phase8t_DPct\n", "[]\n", "\n", "s_iso5j_DPm\n", "['104']\n", "\n", "s_iso5j_DPsd_trunc\n", "['104']\n", "\n", "s_iso5j_DPct\n", "['104']\n", "\n", "s_iso8j_DPm\n", "['015', '049', '055']\n", "\n", "s_iso8j_DPsd_trunc\n", "['015', '049', '055']\n", "\n", "s_iso8j_DPct\n", "['015', '049', '055']\n", "\n", "s_lin5j_DPm\n", "['018', '019', '035', '068', '073', '077', '089', '104', '112']\n", "\n", "s_lin5j_DPsd_trunc\n", "['018', '019', '035', '068', '073', '077', '089', '104', '112']\n", "\n", "s_lin5j_DPct\n", "['018', '019', '035', '068', '073', '077', '089', '104', '112']\n", "\n", "s_lin8j_DPm\n", "['068', '073', '089']\n", "\n", "s_lin8j_DPsd_trunc\n", "['068', '073', '089']\n", "\n", "s_lin8j_DPct\n", "['068', '073', '089']\n", "\n", "s_phase5j_DPm\n", "[]\n", "\n", "s_phase5j_DPsd_trunc\n", "[]\n", "\n", "s_phase5j_DPct\n", "[]\n", "\n", "s_phase8j_DPm\n", "[]\n", "\n", "s_phase8j_DPsd_trunc\n", "[]\n", "\n", "s_phase8j_DPct\n", "[]\n", "\n", "s_phase8j_psr_DPm\n", "[]\n", "\n", "s_phase8j_psr_DPsd_trunc\n", "[]\n", "\n", "s_phase8j_psr_DPct\n", "[]\n", "\n", "s_phase8t_psr_DPm\n", "[]\n", "\n", "s_phase8t_psr_DPsd_trunc\n", "[]\n", "\n", "s_phase8t_psr_DPct\n", "[]\n", "\n", "s_phase5j_psr_DPm\n", "[]\n", "\n", "s_phase5j_psr_DPsd_trunc\n", "[]\n", "\n", "s_phase5j_psr_DPct\n", "[]\n", "\n", "s_phase5t_psr_DPm\n", "[]\n", "\n", "s_phase5t_psr_DPsd_trunc\n", "[]\n", "\n", "s_phase5t_psr_DPct\n", "[]\n", "\n", "s_phase5t_nrm_DPm\n", "['015', '025', '030', '033', '044', '055', '066', '073', '080', '086', '104', '107', '109', '117', '121']\n", "\n", "s_phase5t_nrm_DPsd_trunc\n", "['015', '025', '030', '033', '044', '055', '066', '073', '080', '086', '104', '107', '109', '117', '121']\n", "\n", "s_phase5t_nrm_DPct\n", "['015', '025', '030', '033', '044', '066', '073', '080', '104', '107', '109', '117', '121']\n", "\n", "s_phase8t_nrm_DPm\n", "['015', '025', '049', '055', '068', '073', '086', '089', '098', '104', '109', '117', '121']\n", "\n", "s_phase8t_nrm_DPsd_trunc\n", "['015', '025', '049', '055', '068', '073', '086', '089', '098', '104', '109', '117', '121']\n", "\n", "s_phase8t_nrm_DPct\n", "['015', '025', '049', '055', '068', '073', '086', '098', '104', '109', '117', '121']\n", "\n", "s_phase5j_nrm_DPm\n", "['026', '027', '041', '049', '060', '073', '086', '104', '107', '109', '117', '120', '121']\n", "\n", "s_phase5j_nrm_DPsd_trunc\n", "['026', '027', '041', '049', '060', '073', '086', '104', '107', '109', '117', '120', '121']\n", "\n", "s_phase5j_nrm_DPct\n", "['026', '027', '041', '049', '060', '073', '104', '107', '109', '117', '120', '121']\n", "\n", "s_phase8j_nrm_DPm\n", "['026', '038', '049', '054', '055', '073', '086', '089', '105', '107', '120']\n", "\n", "s_phase8j_nrm_DPsd_trunc\n", "['026', '038', '049', '054', '055', '073', '086', '089', '105', '107', '120']\n", "\n", "s_phase8j_nrm_DPct\n", "['026', '038', '049', '054', '086', '105', '107', '120']\n", "\n", "iso_j_DPsd_trunc_mz58\n", "['015', '049', '055', '104']\n", "\n", "iso_t1_DPsd_trunc_mz58\n", "['055', '073']\n", "\n", "iso_t2_DPsd_trunc_mz58\n", "['015', '049', '055', '104']\n", "\n", "lin_j_DPsd_trunc_mz58\n", "['018', '019', '035', '068', '073', '077', '089', '104', '112']\n", "\n", "lin_t_DPsd_trunc_mz58\n", "['015', '029', '049', '055', '068', '073', '086', '089']\n", "\n", "phase_j_nrm_DPsd_trunc_mz58\n", "['026', '027', '038', '041', '049', '054', '055', '060', '073', '086', '089', '104', '105', '107', '109', '117', '120', '121']\n", "\n", "phase_j_psr_DPsd_trunc_mz58\n", "[]\n", "\n", "phase_t_nrm_DPsd_trunc_mz58\n", "['015', '025', '030', '033', '044', '049', '055', '066', '068', '073', '080', '086', '089', '098', '104', '107', '109', '117', '121']\n", "\n", "phase_t_psr_DPsd_trunc_mz58\n", "[]\n", "\n", "IP4_local_trunc_mz58\n", "['048', '049']\n", "\n", "IP4_drift_trunc_mz58\n", "['048', '049']\n", "\n" ] } ], "source": [ "print(\"NULL VALUES (INCLUDING REMOVED FOR INCOMPLETE TAP SETS):\\n\\n\")\n", " \n", "for c in df_to_analyze:\n", " print(c)\n", " s = df_to_analyze[c]\n", " print(list(s[s.isnull()].index))\n", " print('')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# After exporting CSV: looking at distributions here..." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Descriptives (into manuscript)" ] }, { "cell_type": "code", "execution_count": 209, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "count 99.000000\n", "mean 20.939394\n", "std 5.013895\n", "min 18.000000\n", "25% 19.000000\n", "50% 20.000000\n", "75% 21.000000\n", "max 52.000000\n", "dtype: float64" ] }, "execution_count": 209, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dfa = df_to_analyze\n", "\n", "get = lambda r: (list(concat_matches(dfo, r).columns), concat_matches(dfo, r))\n", "geta = lambda r: (list(concat_matches(df_to_analyze, r).columns), concat_matches(df_to_analyze, r))\n", "firstcol = lambda df: df.T.iloc[0]\n", "\n", "firstcol(match('participant_age')).describe()" ] }, { "cell_type": "code", "execution_count": 157, "metadata": { "collapsed": false }, "outputs": [], "source": [ "sex = firstcol(match('sex_femalezero'))\n", "is_female = (sex==0)\n", "is_male = (sex==1)\n", "\n", "assert is_female[is_female==True].count() == 60\n", "assert is_female[is_female==False].count() == 39\n", "\n", "assert is_male[is_male==True].count() == 39\n", "assert is_male[is_male==False].count() == 60" ] }, { "cell_type": "code", "execution_count": 159, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " females\n", "count 60.00000\n", "mean 21.30000\n", "std 6.01777\n", "min 18.00000\n", "25% 19.00000\n", "50% 19.50000\n", "75% 21.25000\n", "max 52.00000\n", "dtype: float64\n", "\n", " males\n", "count 39.000000\n", "mean 20.384615\n", "std 2.843417\n", "min 18.000000\n", "25% 19.000000\n", "50% 20.000000\n", "75% 21.000000\n", "max 32.000000\n", "dtype: float64\n" ] } ], "source": [ "var1 = firstcol(match('participant_age'))\n", "\n", "print (\" females\")\n", "print firstcol(match('participant_age'))[is_female].describe()\n", "print \n", "print (\" males\")\n", "print firstcol(match('participant_age'))[is_male].describe()" ] }, { "cell_type": "code", "execution_count": 171, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "female\n", "SCAL_qbasic_ethnicity_white 32\n", "dtype: int64\n", "SCAL_qbasic_ethnicity_white 60\n", "dtype: int64\n", "\n", "male\n", "SCAL_qbasic_ethnicity_white 16\n", "dtype: int64\n", "SCAL_qbasic_ethnicity_white 39\n", "dtype: int64\n" ] } ], "source": [ "names, df = get('white')\n", "\n", "print 'female'\n", "print df[is_female].sum()\n", "print df[is_female].count()\n", "print\n", "print 'male'\n", "print df[is_male].sum()\n", "print df[is_male].count()" ] }, { "cell_type": "code", "execution_count": 133, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "Index([u'SCAL_participant_age'], dtype='object')" ] }, "execution_count": 133, "metadata": {}, "output_type": "execute_result" } ], "source": [ "match('participant_age').columns\n", "#dfo['SCAL_participant_age'].name" ] }, { "cell_type": "code", "execution_count": 217, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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I5P4_ints_countI8P4_ints_count
count 98.000000 98.000000
mean 114.469388 114.428571
std 4.279426 9.169650
min 103.000000 78.000000
25% 112.000000 112.000000
50% 114.500000 115.000000
75% 117.000000 119.000000
max 127.000000 134.000000
\n", "
" ], "text/plain": [ " I5P4_ints_count I8P4_ints_count\n", "count 98.000000 98.000000\n", "mean 114.469388 114.428571\n", "std 4.279426 9.169650\n", "min 103.000000 78.000000\n", "25% 112.000000 112.000000\n", "50% 114.500000 115.000000\n", "75% 117.000000 119.000000\n", "max 127.000000 134.000000" ] }, "execution_count": 217, "metadata": {}, "output_type": "execute_result" } ], "source": [ "names, df = get('I?P4_ints_count')\n", "df.describe()" ] }, { "cell_type": "code", "execution_count": 228, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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I8P4_drift_truncI5P4_drift_trunc
count 98.000000 98.000000
mean 3.140968 2.634933
std 1.185538 0.839702
min 1.477740 1.262769
25% 2.272543 2.123736
50% 2.785199 2.439624
75% 3.754941 3.041484
max 6.877687 5.521678
\n", "
" ], "text/plain": [ " I8P4_drift_trunc I5P4_drift_trunc\n", "count 98.000000 98.000000\n", "mean 3.140968 2.634933\n", "std 1.185538 0.839702\n", "min 1.477740 1.262769\n", "25% 2.272543 2.123736\n", "50% 2.785199 2.439624\n", "75% 3.754941 3.041484\n", "max 6.877687 5.521678" ] }, "execution_count": 228, "metadata": {}, "output_type": "execute_result" } ], "source": [ "names, df = geta('I?P4_drift_trunc$')\n", "df.describe()" ] }, { "cell_type": "code", "execution_count": 261, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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meanstdcount
s_iso5t1_DPsd_trunc 4.3521 1.2843 97
s_iso8t1_DPsd_trunc 4.5325 1.7889 98
s_iso5t2_DPsd_trunc 4.7942 1.6437 98
s_iso8t2_DPsd_trunc 4.3974 1.6388 95
s_lin5t_DPsd_trunc 5.4829 1.7679 93
s_lin8t_DPsd_trunc 5.1139 1.5689 95
s_phase5t_DPsd_trunc 6.9577 2.5776 99
s_phase8t_DPsd_trunc 7.3281 4.7130 99
s_iso5j_DPsd_trunc 5.7983 1.2116 98
s_iso8j_DPsd_trunc 6.0582 1.4768 96
s_lin5j_DPsd_trunc 6.4575 1.5829 90
s_lin8j_DPsd_trunc 8.0590 1.5669 96
s_phase5j_DPsd_trunc 8.2631 3.0712 99
s_phase8j_DPsd_trunc 8.2550 4.3892 99
\n", "
" ], "text/plain": [ " mean std count\n", "s_iso5t1_DPsd_trunc 4.3521 1.2843 97\n", "s_iso8t1_DPsd_trunc 4.5325 1.7889 98\n", "s_iso5t2_DPsd_trunc 4.7942 1.6437 98\n", "s_iso8t2_DPsd_trunc 4.3974 1.6388 95\n", "s_lin5t_DPsd_trunc 5.4829 1.7679 93\n", "s_lin8t_DPsd_trunc 5.1139 1.5689 95\n", "s_phase5t_DPsd_trunc 6.9577 2.5776 99\n", "s_phase8t_DPsd_trunc 7.3281 4.7130 99\n", "s_iso5j_DPsd_trunc 5.7983 1.2116 98\n", "s_iso8j_DPsd_trunc 6.0582 1.4768 96\n", "s_lin5j_DPsd_trunc 6.4575 1.5829 90\n", "s_lin8j_DPsd_trunc 8.0590 1.5669 96\n", "s_phase5j_DPsd_trunc 8.2631 3.0712 99\n", "s_phase8j_DPsd_trunc 8.2550 4.3892 99" ] }, "execution_count": 261, "metadata": {}, "output_type": "execute_result" } ], "source": [ "names, df = geta('s_.*DPsd_trunc$')\n", "dtable = df.describe().T[:14]\n", "reformat = np.round(dtable[['mean', 'std', 'count']], 4)\n", "reformat" ] }, { "cell_type": "code", "execution_count": 264, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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meanstdcount
s_phase8j_psr_DPsd_trunc 7.601853 2.069916 99
s_phase8t_psr_DPsd_trunc 8.044562 2.857241 99
s_phase5j_psr_DPsd_trunc 9.303088 2.055752 99
s_phase5t_psr_DPsd_trunc 8.154759 2.470972 99
s_phase5t_nrm_DPsd_trunc 4.826685 1.536312 84
s_phase8t_nrm_DPsd_trunc 4.553451 1.697381 86
s_phase5j_nrm_DPsd_trunc 6.237400 1.520756 86
s_phase8j_nrm_DPsd_trunc 6.260877 1.675251 88
\n", "
" ], "text/plain": [ " mean std count\n", "s_phase8j_psr_DPsd_trunc 7.601853 2.069916 99\n", "s_phase8t_psr_DPsd_trunc 8.044562 2.857241 99\n", "s_phase5j_psr_DPsd_trunc 9.303088 2.055752 99\n", "s_phase5t_psr_DPsd_trunc 8.154759 2.470972 99\n", "s_phase5t_nrm_DPsd_trunc 4.826685 1.536312 84\n", "s_phase8t_nrm_DPsd_trunc 4.553451 1.697381 86\n", "s_phase5j_nrm_DPsd_trunc 6.237400 1.520756 86\n", "s_phase8j_nrm_DPsd_trunc 6.260877 1.675251 88" ] }, "execution_count": 264, "metadata": {}, "output_type": "execute_result" } ], "source": [ "names, df = geta('nrm_DPsd_trunc$|psr_DPsd_trunc$')\n", "dtable = df.describe().T #[14:-6]\n", "reformat = dtable[['mean', 'std', 'count']]\n", "reformat" ] }, { "cell_type": "code", "execution_count": 269, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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meanstdcount
SMSR_iso5t1_DPsd 4.3850 1.4098 97
SMSR_iso8t1_DPsd 4.5325 1.7889 98
SMSR_iso5t2_DPsd 4.8435 1.8394 98
SMSR_iso8t2_DPsd 4.4217 1.7305 95
SMSR_lin5t_DPsd 5.4938 1.8040 93
SMSR_lin8t_DPsd 5.1355 1.6423 95
SMSR_phase5t_DPsd 7.0877 3.2257 99
SMSR_phase8t_DPsd 7.5997 5.8158 99
SMSR_iso5j_DPsd 5.8287 1.3215 98
SMSR_iso8j_DPsd 6.0582 1.4768 96
SMSR_lin5j_DPsd 6.4608 1.5929 90
SMSR_lin8j_DPsd 8.0682 1.5976 96
SMSR_phase5j_DPsd 8.3989 3.6827 99
SMSR_phase8j_DPsd 8.5615 5.7565 99
\n", "
" ], "text/plain": [ " mean std count\n", "SMSR_iso5t1_DPsd 4.3850 1.4098 97\n", "SMSR_iso8t1_DPsd 4.5325 1.7889 98\n", "SMSR_iso5t2_DPsd 4.8435 1.8394 98\n", "SMSR_iso8t2_DPsd 4.4217 1.7305 95\n", "SMSR_lin5t_DPsd 5.4938 1.8040 93\n", "SMSR_lin8t_DPsd 5.1355 1.6423 95\n", "SMSR_phase5t_DPsd 7.0877 3.2257 99\n", "SMSR_phase8t_DPsd 7.5997 5.8158 99\n", "SMSR_iso5j_DPsd 5.8287 1.3215 98\n", "SMSR_iso8j_DPsd 6.0582 1.4768 96\n", "SMSR_lin5j_DPsd 6.4608 1.5929 90\n", "SMSR_lin8j_DPsd 8.0682 1.5976 96\n", "SMSR_phase5j_DPsd 8.3989 3.6827 99\n", "SMSR_phase8j_DPsd 8.5615 5.7565 99" ] }, "execution_count": 269, "metadata": {}, "output_type": "execute_result" } ], "source": [ "names, df = get('DPsd')\n", "dtable = df.describe().T[:14]\n", "reformat = np.round(dtable[['mean', 'std', 'count']], 4)\n", "reformat" ] }, { "cell_type": "code", "execution_count": 203, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "I5P4_ints_count 4.279426\n", "dtype: float64" ] }, "execution_count": 203, "metadata": {}, "output_type": "execute_result" } ], "source": [ "names, df = get('I5P4_ints_count')\n", "df.std()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## var1" ] }, { "cell_type": "code", "execution_count": 76, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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I5P4_local_truncI8P4_local_truncI8P4_drift_truncI5P4_drift_truncI5P4_local_trunc_logI8P4_local_trunc_logI5P4_drift_trunc_logI8P4_drift_trunc_log
015 2.918599 3.871535 5.361354 3.622814 1.071104 1.353651 1.287251 1.679217
016 2.692996 2.975526 2.148091 2.134364 0.990654 1.090421 0.758169 0.764580
017 2.764646 3.093386 3.853557 2.614372 1.016912 1.129266 0.961024 1.348997
018 2.080451 3.284952 2.249890 1.649681 0.732585 1.189352 0.500582 0.810881
019 1.397983 2.381819 2.243927 1.262769 0.335030 0.867865 0.233307 0.808227
020 3.357435 3.785594 4.145644 3.145559 1.211177 1.331203 1.145992 1.422058
021 3.454273 2.633204 4.128266 2.873748 1.239612 0.968201 1.055617 1.417857
022 2.634599 1.550475 2.268349 2.029501 0.968731 0.438561 0.707790 0.819052
024 2.834259 2.653945 3.064198 2.445649 1.041781 0.976047 0.894311 1.119786
025 2.568266 2.340668 4.878173 3.253087 0.943231 0.850436 1.179604 1.584771
026 3.350752 1.716964 1.526251 2.556399 1.209185 0.540557 0.938600 0.422814
027 2.534100 1.905319 2.021396 1.719803 0.929838 0.644649 0.542210 0.703788
028 2.693264 2.454855 2.392972 2.529593 0.990754 0.898068 0.928058 0.872536
029 2.740823 4.162152 3.397715 3.012302 1.008258 1.426032 1.102704 1.223103
030 1.836484 2.149577 2.538334 1.459469 0.607853 0.765271 0.378073 0.931508
032 1.604973 1.511323 1.477740 1.508371 0.473107 0.412985 0.411030 0.390514
033 2.628603 2.478391 2.136364 2.062282 0.966453 0.907609 0.723813 0.759105
034 2.239750 2.117451 1.814533 1.989566 0.806364 0.750213 0.687917 0.595828
035 3.150311 3.228548 3.064296 2.369321 1.147501 1.172033 0.862604 1.119818
036 4.481994 5.043328 5.122094 3.699159 1.500068 1.618066 1.308105 1.633563
037 3.387714 2.662026 4.152781 3.619540 1.220155 0.979088 1.286347 1.423778
038 2.249455 2.829793 2.656698 1.680426 0.810688 1.040204 0.519047 0.977084
039 2.780111 2.935845 2.770641 3.031682 1.022491 1.076995 1.109118 1.019079
040 1.510101 2.461254 3.092411 1.467066 0.412176 0.900671 0.383264 1.128951
041 2.145076 2.362158 2.045128 1.845840 0.763175 0.859575 0.612935 0.715461
043 2.488092 2.812628 5.724121 3.740139 0.911516 1.034119 1.319123 1.744689
044 3.350447 3.013915 2.880284 2.462124 1.209094 1.103240 0.901024 1.057889
046 3.210654 2.719880 3.335428 2.691112 1.166475 1.000588 0.989955 1.204601
047 2.780972 1.741558 1.893753 2.608408 1.022800 0.554780 0.958740 0.638561
048 2.057786 NaN NaN 2.157261 0.721630 NaN 0.768839 NaN
...........................
091 2.371655 2.403515 3.087463 2.414281 0.863588 0.876932 0.881401 1.127350
092 3.221222 2.761092 3.171285 2.436657 1.169761 1.015626 0.890627 1.154137
093 3.187021 2.699241 2.705529 2.975701 1.159087 0.992971 1.090480 0.995297
094 3.895166 2.552915 2.467728 3.166824 1.359736 0.937236 1.152729 0.903298
095 2.855076 2.236916 2.692721 2.346938 1.049098 0.805098 0.853112 0.990552
096 2.758227 2.636349 2.631248 2.430900 1.014588 0.969395 0.888261 0.967458
097 3.288903 2.700432 2.362413 2.863347 1.190554 0.993412 1.051991 0.859684
098 2.470041 2.402485 1.902927 1.794084 0.904235 0.876504 0.584495 0.643393
099 2.549172 3.921938 4.614650 2.129828 0.935768 1.366586 0.756041 1.529236
100 2.891669 3.025877 2.892949 2.279206 1.061834 1.107201 0.823827 1.062276
101 2.653102 2.296601 4.485799 2.192433 0.975730 0.831430 0.785012 1.500917
102 3.197323 1.817661 2.213733 2.416846 1.162314 0.597551 0.882463 0.794680
103 3.243799 2.550272 2.720966 2.747351 1.176745 0.936200 1.010637 1.000987
104 3.037799 2.328359 2.589216 2.791918 1.111133 0.845164 1.026729 0.951355
105 2.873310 3.591199 4.576603 2.544936 1.055465 1.278486 0.934105 1.520957
107 2.465461 2.891443 2.427825 1.809284 0.902379 1.061756 0.592931 0.886996
108 3.134870 2.597465 2.800888 3.308830 1.142588 0.954536 1.196595 1.029936
109 3.009218 3.159224 3.039583 2.322104 1.101680 1.150326 0.842474 1.111720
110 1.940701 2.280976 1.713848 1.549869 0.663049 0.824603 0.438170 0.538741
111 3.034355 2.380234 3.327398 2.317140 1.109999 0.867199 0.840334 1.202191
112 2.629085 3.286044 4.578238 4.305536 0.966636 1.189684 1.459902 1.521314
113 1.898820 1.706451 3.133905 1.431661 0.641233 0.534416 0.358835 1.142280
114 4.873864 4.606419 3.512176 3.896161 1.583887 1.527451 1.359992 1.256236
115 2.944964 2.177921 1.844496 2.387312 1.080096 0.778371 0.870168 0.612206
116 2.272517 2.076461 1.585251 1.767129 0.820888 0.730665 0.569356 0.460743
117 2.884701 2.668836 3.120648 3.003352 1.059421 0.981642 1.099729 1.138041
118 3.168178 3.357831 2.771240 3.208083 1.153157 1.211295 1.165674 1.019295
119 1.649012 2.107230 1.874337 1.540343 0.500176 0.745374 0.432005 0.628255
120 2.400801 2.504026 2.308642 2.400271 0.875803 0.917900 0.875582 0.836660
121 2.143469 3.187984 3.452782 2.112349 0.762425 1.159389 0.747801 1.239180
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99 rows × 8 columns

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" ], "text/plain": [ " I5P4_local_trunc I8P4_local_trunc I8P4_drift_trunc I5P4_drift_trunc \\\n", "015 2.918599 3.871535 5.361354 3.622814 \n", "016 2.692996 2.975526 2.148091 2.134364 \n", "017 2.764646 3.093386 3.853557 2.614372 \n", "018 2.080451 3.284952 2.249890 1.649681 \n", "019 1.397983 2.381819 2.243927 1.262769 \n", "020 3.357435 3.785594 4.145644 3.145559 \n", "021 3.454273 2.633204 4.128266 2.873748 \n", "022 2.634599 1.550475 2.268349 2.029501 \n", "024 2.834259 2.653945 3.064198 2.445649 \n", "025 2.568266 2.340668 4.878173 3.253087 \n", "026 3.350752 1.716964 1.526251 2.556399 \n", "027 2.534100 1.905319 2.021396 1.719803 \n", "028 2.693264 2.454855 2.392972 2.529593 \n", "029 2.740823 4.162152 3.397715 3.012302 \n", "030 1.836484 2.149577 2.538334 1.459469 \n", "032 1.604973 1.511323 1.477740 1.508371 \n", "033 2.628603 2.478391 2.136364 2.062282 \n", "034 2.239750 2.117451 1.814533 1.989566 \n", "035 3.150311 3.228548 3.064296 2.369321 \n", "036 4.481994 5.043328 5.122094 3.699159 \n", "037 3.387714 2.662026 4.152781 3.619540 \n", "038 2.249455 2.829793 2.656698 1.680426 \n", "039 2.780111 2.935845 2.770641 3.031682 \n", "040 1.510101 2.461254 3.092411 1.467066 \n", "041 2.145076 2.362158 2.045128 1.845840 \n", "043 2.488092 2.812628 5.724121 3.740139 \n", "044 3.350447 3.013915 2.880284 2.462124 \n", "046 3.210654 2.719880 3.335428 2.691112 \n", "047 2.780972 1.741558 1.893753 2.608408 \n", "048 2.057786 NaN NaN 2.157261 \n", ".. ... ... ... ... \n", "091 2.371655 2.403515 3.087463 2.414281 \n", "092 3.221222 2.761092 3.171285 2.436657 \n", "093 3.187021 2.699241 2.705529 2.975701 \n", "094 3.895166 2.552915 2.467728 3.166824 \n", "095 2.855076 2.236916 2.692721 2.346938 \n", "096 2.758227 2.636349 2.631248 2.430900 \n", "097 3.288903 2.700432 2.362413 2.863347 \n", "098 2.470041 2.402485 1.902927 1.794084 \n", "099 2.549172 3.921938 4.614650 2.129828 \n", "100 2.891669 3.025877 2.892949 2.279206 \n", "101 2.653102 2.296601 4.485799 2.192433 \n", "102 3.197323 1.817661 2.213733 2.416846 \n", "103 3.243799 2.550272 2.720966 2.747351 \n", "104 3.037799 2.328359 2.589216 2.791918 \n", "105 2.873310 3.591199 4.576603 2.544936 \n", "107 2.465461 2.891443 2.427825 1.809284 \n", "108 3.134870 2.597465 2.800888 3.308830 \n", "109 3.009218 3.159224 3.039583 2.322104 \n", "110 1.940701 2.280976 1.713848 1.549869 \n", "111 3.034355 2.380234 3.327398 2.317140 \n", "112 2.629085 3.286044 4.578238 4.305536 \n", "113 1.898820 1.706451 3.133905 1.431661 \n", "114 4.873864 4.606419 3.512176 3.896161 \n", "115 2.944964 2.177921 1.844496 2.387312 \n", "116 2.272517 2.076461 1.585251 1.767129 \n", "117 2.884701 2.668836 3.120648 3.003352 \n", "118 3.168178 3.357831 2.771240 3.208083 \n", "119 1.649012 2.107230 1.874337 1.540343 \n", "120 2.400801 2.504026 2.308642 2.400271 \n", "121 2.143469 3.187984 3.452782 2.112349 \n", "\n", " I5P4_local_trunc_log I8P4_local_trunc_log I5P4_drift_trunc_log \\\n", "015 1.071104 1.353651 1.287251 \n", "016 0.990654 1.090421 0.758169 \n", "017 1.016912 1.129266 0.961024 \n", "018 0.732585 1.189352 0.500582 \n", "019 0.335030 0.867865 0.233307 \n", "020 1.211177 1.331203 1.145992 \n", "021 1.239612 0.968201 1.055617 \n", "022 0.968731 0.438561 0.707790 \n", "024 1.041781 0.976047 0.894311 \n", "025 0.943231 0.850436 1.179604 \n", "026 1.209185 0.540557 0.938600 \n", "027 0.929838 0.644649 0.542210 \n", "028 0.990754 0.898068 0.928058 \n", "029 1.008258 1.426032 1.102704 \n", "030 0.607853 0.765271 0.378073 \n", "032 0.473107 0.412985 0.411030 \n", "033 0.966453 0.907609 0.723813 \n", "034 0.806364 0.750213 0.687917 \n", "035 1.147501 1.172033 0.862604 \n", "036 1.500068 1.618066 1.308105 \n", "037 1.220155 0.979088 1.286347 \n", "038 0.810688 1.040204 0.519047 \n", "039 1.022491 1.076995 1.109118 \n", "040 0.412176 0.900671 0.383264 \n", "041 0.763175 0.859575 0.612935 \n", "043 0.911516 1.034119 1.319123 \n", "044 1.209094 1.103240 0.901024 \n", "046 1.166475 1.000588 0.989955 \n", "047 1.022800 0.554780 0.958740 \n", "048 0.721630 NaN 0.768839 \n", ".. ... ... ... \n", "091 0.863588 0.876932 0.881401 \n", "092 1.169761 1.015626 0.890627 \n", "093 1.159087 0.992971 1.090480 \n", "094 1.359736 0.937236 1.152729 \n", "095 1.049098 0.805098 0.853112 \n", "096 1.014588 0.969395 0.888261 \n", "097 1.190554 0.993412 1.051991 \n", "098 0.904235 0.876504 0.584495 \n", "099 0.935768 1.366586 0.756041 \n", "100 1.061834 1.107201 0.823827 \n", "101 0.975730 0.831430 0.785012 \n", "102 1.162314 0.597551 0.882463 \n", "103 1.176745 0.936200 1.010637 \n", "104 1.111133 0.845164 1.026729 \n", "105 1.055465 1.278486 0.934105 \n", "107 0.902379 1.061756 0.592931 \n", "108 1.142588 0.954536 1.196595 \n", "109 1.101680 1.150326 0.842474 \n", "110 0.663049 0.824603 0.438170 \n", "111 1.109999 0.867199 0.840334 \n", "112 0.966636 1.189684 1.459902 \n", "113 0.641233 0.534416 0.358835 \n", "114 1.583887 1.527451 1.359992 \n", "115 1.080096 0.778371 0.870168 \n", "116 0.820888 0.730665 0.569356 \n", "117 1.059421 0.981642 1.099729 \n", "118 1.153157 1.211295 1.165674 \n", "119 0.500176 0.745374 0.432005 \n", "120 0.875803 0.917900 0.875582 \n", "121 0.762425 1.159389 0.747801 \n", "\n", " I8P4_drift_trunc_log \n", "015 1.679217 \n", "016 0.764580 \n", "017 1.348997 \n", "018 0.810881 \n", "019 0.808227 \n", "020 1.422058 \n", "021 1.417857 \n", "022 0.819052 \n", "024 1.119786 \n", "025 1.584771 \n", "026 0.422814 \n", "027 0.703788 \n", "028 0.872536 \n", "029 1.223103 \n", "030 0.931508 \n", "032 0.390514 \n", "033 0.759105 \n", "034 0.595828 \n", "035 1.119818 \n", "036 1.633563 \n", "037 1.423778 \n", "038 0.977084 \n", "039 1.019079 \n", "040 1.128951 \n", "041 0.715461 \n", "043 1.744689 \n", "044 1.057889 \n", "046 1.204601 \n", "047 0.638561 \n", "048 NaN \n", ".. ... \n", "091 1.127350 \n", "092 1.154137 \n", "093 0.995297 \n", "094 0.903298 \n", "095 0.990552 \n", "096 0.967458 \n", "097 0.859684 \n", "098 0.643393 \n", "099 1.529236 \n", "100 1.062276 \n", "101 1.500917 \n", "102 0.794680 \n", "103 1.000987 \n", "104 0.951355 \n", "105 1.520957 \n", "107 0.886996 \n", "108 1.029936 \n", "109 1.111720 \n", "110 0.538741 \n", "111 1.202191 \n", "112 1.521314 \n", "113 1.142280 \n", "114 1.256236 \n", "115 0.612206 \n", "116 0.460743 \n", "117 1.138041 \n", "118 1.019295 \n", "119 0.628255 \n", "120 0.836660 \n", "121 1.239180 \n", "\n", "[99 rows x 8 columns]" ] }, "execution_count": 76, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dfa = df_to_analyze\n", "matcha = lambda x: concat_matches(dfa, x)\n", "isips = matcha('P4_drift_trunc|P4_local_trunc')\n", "isips" ] }, { "cell_type": "code", "execution_count": 82, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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015016017018019020021022024025...112113114115116117118119120121
s_iso5t1_DPsd_trunc 8.059057 3.423481 3.607109 3.291210 2.583675 7.004012 4.608983 3.167766 3.170995 3.186261... 6.123362 2.799212 4.586392 4.075651 2.487950 5.184207 5.405130 2.827062 5.538719 4.245075
s_iso8t1_DPsd_trunc 7.944039 2.964738 9.560081 5.005393 2.431597 6.505625 4.433459 2.268350 4.452189 4.964179... 8.144077 2.344456 6.235354 3.659721 2.334648 5.438937 3.613148 2.767637 4.298762 5.691151
s_iso5t2_DPsd_trunc 8.438450 3.522687 3.871627 3.373599 2.612512 7.021192 5.208270 3.488723 3.281671 5.276439... 5.511892 2.801852 6.319350 4.716004 3.143240 4.653159 4.076174 3.167036 5.855743 4.506521
s_iso8t2_DPsd_trunc 9.492087 3.101403 5.063099 5.568829 3.404020 6.388830 4.368410 2.339890 4.170302 4.422124... 5.838884 2.772427 6.077328 3.511975 2.276168 4.564913 2.928230 3.214585 3.713862 5.989694
s_lin5t_DPsd_trunc 12.332615 3.804005 4.959168 4.888448 4.628010 7.409937 5.736285 3.561546 4.532819 6.311407... 11.863541 3.458209 7.417736 4.439277 3.199540 6.582733 5.129986 4.204554 5.773415 7.357143
s_lin8t_DPsd_trunc 10.526399 3.797363 5.997794 4.568257 4.510050 5.714329 4.928837 3.213383 5.215915 5.288537... 7.265519 2.892864 6.500740 3.968508 3.315846 6.912513 4.916196 3.477552 5.289070 5.277031
s_phase5t_DPsd_trunc 13.263134 4.636219 6.101449 6.015203 5.880533 8.832377 5.631446 5.549757 6.495490 8.974706... 8.618557 4.244219 7.097735 10.690847 4.345646 9.021404 8.359160 4.832540 6.673500 7.992546
s_phase8t_DPsd_trunc 20.380103 4.223427 6.801106 7.011985 3.834770 7.823846 5.464373 5.537968 5.319286 6.812584... 6.988509 5.164350 6.926644 5.851449 4.129328 7.146782 6.167211 4.298461 5.503316 11.802603
s_iso5j_DPsd_trunc 4.344289 5.180662 5.260285 6.896868 6.576153 6.369871 5.687223 5.210024 6.350138 5.514704... 6.121927 5.109652 8.639169 6.185684 4.871451 5.396906 8.370299 4.820479 5.017404 5.578518
s_iso8j_DPsd_trunc 10.779028 5.435017 8.475535 5.883866 5.660678 6.168150 5.515570 5.788754 6.075278 6.741509... 8.035791 3.907462 6.181960 5.100964 5.519451 4.905857 6.811418 4.125815 4.164116 5.553144
s_lin5j_DPsd_trunc 7.501162 5.203805 6.501155 NaN 7.291124 6.805953 5.055164 7.931197 5.974806 5.822978... 5.567357 4.037070 11.463016 5.579179 4.880630 7.704681 5.791886 6.113417 5.339945 8.439449
s_lin8j_DPsd_trunc 8.297900 6.620878 10.113443 8.164527 9.028881 10.058718 8.511438 7.369508 8.030070 7.715649... 8.873398 6.363658 10.241289 7.178777 6.117443 8.401488 7.691800 6.781628 6.156963 11.024891
s_phase5j_DPsd_trunc 11.272936 5.897675 9.611000 8.539146 15.480304 8.068511 6.066509 7.779181 7.904829 8.206434... 8.633570 9.528869 9.376242 7.038543 6.136827 9.320015 6.556342 5.680030 7.829466 10.310838
s_phase8j_DPsd_trunc 12.682229 5.073990 8.765685 5.700936 10.588232 11.539131 5.894436 5.026944 6.353962 6.817031... 7.250727 5.650887 7.474951 5.434796 6.454431 7.585576 6.766145 5.473712 6.684138 7.984069
s_phase8j_psk_DPsd_trunc 5.265406 5.017459 7.267209 5.819368 12.505387 8.127084 6.588412 4.963010 6.031818 7.660522... 8.842019 7.837034 6.495179 7.330560 4.875323 8.052651 5.702284 7.037632 6.966469 8.356615
s_phase8j_psr_DPsd_trunc 5.265406 5.017459 7.267209 5.819368 12.505387 8.127084 6.588412 4.963010 6.031818 7.660522... 8.842019 7.837034 6.495179 7.330560 4.875323 8.052651 5.702284 7.037632 6.966469 8.356615
s_phase8tp_psk_DPsd_trunc 10.965734 4.106756 8.509142 5.401160 4.559657 10.939696 6.969336 9.824751 7.201778 8.618015... 6.680462 8.436280 6.840779 8.770963 4.564519 6.650191 5.423142 4.591979 9.194539 8.725255
s_phase8t_psr_DPsd_trunc 10.965734 4.106756 8.509142 5.401160 4.559657 10.939696 6.969336 9.824751 7.201778 8.618015... 6.680462 8.436280 6.840779 8.770963 4.564519 6.650191 5.423142 4.591979 9.194539 8.725255
s_phase5j_psk_DPsd_trunc 9.671795 7.746184 13.233118 8.123313 11.121553 11.433945 6.963592 10.593309 10.867236 10.456456... 10.470506 10.130621 10.167881 9.782344 7.021825 11.598006 7.671657 5.858844 8.079845 10.262552
s_phase5j_psr_DPsd_trunc 9.671795 7.746184 13.233118 8.123313 11.121553 11.433945 6.963592 10.593309 10.867236 10.456456... 10.470506 10.130621 10.167881 9.782344 7.021825 11.598006 7.671657 5.858844 8.079845 10.262552
s_phase5t_psk_DPsd_trunc 15.162014 6.058348 9.410722 6.370397 7.103844 11.904894 7.040196 9.685003 11.232640 9.391291... 9.352234 6.277202 7.563332 7.484122 2.125875 11.652432 6.887987 7.658930 6.190892 12.641256
s_phase5t_psr_DPsd_trunc 15.162014 6.058348 9.410722 6.370397 7.103844 11.904894 7.040196 9.685003 11.232640 9.391291... 9.352234 6.277202 7.563332 7.484122 2.125875 11.652432 6.887987 7.658930 6.190892 12.641256
s_phase5t_nrm_DPsd_trunc 9.927312 3.838674 5.033151 4.297641 5.041071 6.515859 5.123415 3.202688 4.387560 6.458833... 8.683665 2.702944 6.981320 9.376295 3.758252 5.062213 6.683912 3.535127 5.806555 5.977768
s_phase8t_nrm_DPsd_trunc 11.603960 3.004894 6.854995 4.567225 2.672316 6.204709 4.395920 2.676518 4.489272 5.832460... 6.828493 2.992058 6.634580 3.587443 2.923484 4.962582 4.997630 3.253722 4.417981 8.101868
s_phase5j_nrm_DPsd_trunc 8.743251 5.071083 7.014337 7.038558 8.514883 6.505715 5.969171 6.423529 7.290552 7.161750... 7.601825 5.574598 7.316711 6.213868 5.649286 5.908589 4.781702 5.062602 6.617469 8.870715
s_phase8j_nrm_DPsd_trunc 8.764165 4.396308 8.542477 5.516430 8.587748 8.353316 5.484358 4.902742 5.857296 6.170993... 6.737524 5.076955 7.549187 5.142237 6.585330 6.599854 6.341203 4.807167 6.751792 6.183649
s_lint_610690_DPsd_trunc 13.248921 3.647491 6.254805 4.769801 5.044258 7.952984 6.309685 3.805393 4.389249 5.555110... 12.938677 3.283291 9.406283 4.755764 3.414272 5.783784 5.413948 4.346650 5.520486 5.307701
s_linj_610690_DPsd_trunc 10.788868 6.692989 14.617349 NaN 12.881389 7.355279 10.090107 7.873377 7.713142 7.518116... 8.461957 6.278382 9.227213 6.783321 5.841060 7.550096 7.191732 4.922011 7.405898 11.879577
s_lint_700800_DPsd_trunc 13.008334 4.188447 6.278797 5.991372 4.800754 6.452870 5.338793 3.525517 5.302861 5.957211... 7.897561 3.474329 9.170531 4.447257 3.353788 8.064835 3.622448 3.628472 5.876414 9.321889
s_lint_500600_DPsd_trunc 12.486970 3.763389 7.094297 4.338958 3.428162 6.109977 7.413205 3.699728 4.834872 6.247794... 9.205697 3.589876 9.466895 3.924627 2.970704 5.239500 6.837897 5.603176 5.913442 4.700504
s_linj_700800_DPsd_trunc 8.344733 5.658566 8.351930 NaN 4.806744 7.484739 7.572755 5.879357 6.601137 6.673417... 8.888837 5.307915 12.374330 5.832539 5.775269 5.086778 5.948107 5.018592 4.189604 10.555065
s_linj_500600_DPsd_trunc 9.660953 6.813903 14.502102 NaN 9.550193 11.361092 10.270239 11.104630 8.447056 6.763741... 11.726403 7.186386 13.197983 8.916590 6.994755 8.385819 9.242493 10.248535 5.844371 8.385738
\n", "

32 rows × 99 columns

\n", "
" ], "text/plain": [ " 015 016 017 018 \\\n", "s_iso5t1_DPsd_trunc 8.059057 3.423481 3.607109 3.291210 \n", "s_iso8t1_DPsd_trunc 7.944039 2.964738 9.560081 5.005393 \n", "s_iso5t2_DPsd_trunc 8.438450 3.522687 3.871627 3.373599 \n", "s_iso8t2_DPsd_trunc 9.492087 3.101403 5.063099 5.568829 \n", "s_lin5t_DPsd_trunc 12.332615 3.804005 4.959168 4.888448 \n", "s_lin8t_DPsd_trunc 10.526399 3.797363 5.997794 4.568257 \n", "s_phase5t_DPsd_trunc 13.263134 4.636219 6.101449 6.015203 \n", "s_phase8t_DPsd_trunc 20.380103 4.223427 6.801106 7.011985 \n", "s_iso5j_DPsd_trunc 4.344289 5.180662 5.260285 6.896868 \n", "s_iso8j_DPsd_trunc 10.779028 5.435017 8.475535 5.883866 \n", "s_lin5j_DPsd_trunc 7.501162 5.203805 6.501155 NaN \n", "s_lin8j_DPsd_trunc 8.297900 6.620878 10.113443 8.164527 \n", "s_phase5j_DPsd_trunc 11.272936 5.897675 9.611000 8.539146 \n", "s_phase8j_DPsd_trunc 12.682229 5.073990 8.765685 5.700936 \n", "s_phase8j_psk_DPsd_trunc 5.265406 5.017459 7.267209 5.819368 \n", "s_phase8j_psr_DPsd_trunc 5.265406 5.017459 7.267209 5.819368 \n", "s_phase8tp_psk_DPsd_trunc 10.965734 4.106756 8.509142 5.401160 \n", "s_phase8t_psr_DPsd_trunc 10.965734 4.106756 8.509142 5.401160 \n", "s_phase5j_psk_DPsd_trunc 9.671795 7.746184 13.233118 8.123313 \n", "s_phase5j_psr_DPsd_trunc 9.671795 7.746184 13.233118 8.123313 \n", "s_phase5t_psk_DPsd_trunc 15.162014 6.058348 9.410722 6.370397 \n", "s_phase5t_psr_DPsd_trunc 15.162014 6.058348 9.410722 6.370397 \n", "s_phase5t_nrm_DPsd_trunc 9.927312 3.838674 5.033151 4.297641 \n", "s_phase8t_nrm_DPsd_trunc 11.603960 3.004894 6.854995 4.567225 \n", "s_phase5j_nrm_DPsd_trunc 8.743251 5.071083 7.014337 7.038558 \n", "s_phase8j_nrm_DPsd_trunc 8.764165 4.396308 8.542477 5.516430 \n", "s_lint_610690_DPsd_trunc 13.248921 3.647491 6.254805 4.769801 \n", "s_linj_610690_DPsd_trunc 10.788868 6.692989 14.617349 NaN \n", "s_lint_700800_DPsd_trunc 13.008334 4.188447 6.278797 5.991372 \n", "s_lint_500600_DPsd_trunc 12.486970 3.763389 7.094297 4.338958 \n", "s_linj_700800_DPsd_trunc 8.344733 5.658566 8.351930 NaN \n", "s_linj_500600_DPsd_trunc 9.660953 6.813903 14.502102 NaN \n", "\n", " 019 020 021 022 \\\n", "s_iso5t1_DPsd_trunc 2.583675 7.004012 4.608983 3.167766 \n", "s_iso8t1_DPsd_trunc 2.431597 6.505625 4.433459 2.268350 \n", "s_iso5t2_DPsd_trunc 2.612512 7.021192 5.208270 3.488723 \n", "s_iso8t2_DPsd_trunc 3.404020 6.388830 4.368410 2.339890 \n", "s_lin5t_DPsd_trunc 4.628010 7.409937 5.736285 3.561546 \n", "s_lin8t_DPsd_trunc 4.510050 5.714329 4.928837 3.213383 \n", "s_phase5t_DPsd_trunc 5.880533 8.832377 5.631446 5.549757 \n", "s_phase8t_DPsd_trunc 3.834770 7.823846 5.464373 5.537968 \n", "s_iso5j_DPsd_trunc 6.576153 6.369871 5.687223 5.210024 \n", "s_iso8j_DPsd_trunc 5.660678 6.168150 5.515570 5.788754 \n", "s_lin5j_DPsd_trunc 7.291124 6.805953 5.055164 7.931197 \n", "s_lin8j_DPsd_trunc 9.028881 10.058718 8.511438 7.369508 \n", "s_phase5j_DPsd_trunc 15.480304 8.068511 6.066509 7.779181 \n", "s_phase8j_DPsd_trunc 10.588232 11.539131 5.894436 5.026944 \n", "s_phase8j_psk_DPsd_trunc 12.505387 8.127084 6.588412 4.963010 \n", "s_phase8j_psr_DPsd_trunc 12.505387 8.127084 6.588412 4.963010 \n", "s_phase8tp_psk_DPsd_trunc 4.559657 10.939696 6.969336 9.824751 \n", "s_phase8t_psr_DPsd_trunc 4.559657 10.939696 6.969336 9.824751 \n", "s_phase5j_psk_DPsd_trunc 11.121553 11.433945 6.963592 10.593309 \n", "s_phase5j_psr_DPsd_trunc 11.121553 11.433945 6.963592 10.593309 \n", "s_phase5t_psk_DPsd_trunc 7.103844 11.904894 7.040196 9.685003 \n", "s_phase5t_psr_DPsd_trunc 7.103844 11.904894 7.040196 9.685003 \n", "s_phase5t_nrm_DPsd_trunc 5.041071 6.515859 5.123415 3.202688 \n", "s_phase8t_nrm_DPsd_trunc 2.672316 6.204709 4.395920 2.676518 \n", "s_phase5j_nrm_DPsd_trunc 8.514883 6.505715 5.969171 6.423529 \n", "s_phase8j_nrm_DPsd_trunc 8.587748 8.353316 5.484358 4.902742 \n", "s_lint_610690_DPsd_trunc 5.044258 7.952984 6.309685 3.805393 \n", "s_linj_610690_DPsd_trunc 12.881389 7.355279 10.090107 7.873377 \n", "s_lint_700800_DPsd_trunc 4.800754 6.452870 5.338793 3.525517 \n", "s_lint_500600_DPsd_trunc 3.428162 6.109977 7.413205 3.699728 \n", "s_linj_700800_DPsd_trunc 4.806744 7.484739 7.572755 5.879357 \n", "s_linj_500600_DPsd_trunc 9.550193 11.361092 10.270239 11.104630 \n", "\n", " 024 025 ... 112 \\\n", "s_iso5t1_DPsd_trunc 3.170995 3.186261 ... 6.123362 \n", "s_iso8t1_DPsd_trunc 4.452189 4.964179 ... 8.144077 \n", "s_iso5t2_DPsd_trunc 3.281671 5.276439 ... 5.511892 \n", "s_iso8t2_DPsd_trunc 4.170302 4.422124 ... 5.838884 \n", "s_lin5t_DPsd_trunc 4.532819 6.311407 ... 11.863541 \n", "s_lin8t_DPsd_trunc 5.215915 5.288537 ... 7.265519 \n", "s_phase5t_DPsd_trunc 6.495490 8.974706 ... 8.618557 \n", "s_phase8t_DPsd_trunc 5.319286 6.812584 ... 6.988509 \n", "s_iso5j_DPsd_trunc 6.350138 5.514704 ... 6.121927 \n", "s_iso8j_DPsd_trunc 6.075278 6.741509 ... 8.035791 \n", "s_lin5j_DPsd_trunc 5.974806 5.822978 ... 5.567357 \n", "s_lin8j_DPsd_trunc 8.030070 7.715649 ... 8.873398 \n", "s_phase5j_DPsd_trunc 7.904829 8.206434 ... 8.633570 \n", "s_phase8j_DPsd_trunc 6.353962 6.817031 ... 7.250727 \n", "s_phase8j_psk_DPsd_trunc 6.031818 7.660522 ... 8.842019 \n", "s_phase8j_psr_DPsd_trunc 6.031818 7.660522 ... 8.842019 \n", "s_phase8tp_psk_DPsd_trunc 7.201778 8.618015 ... 6.680462 \n", "s_phase8t_psr_DPsd_trunc 7.201778 8.618015 ... 6.680462 \n", "s_phase5j_psk_DPsd_trunc 10.867236 10.456456 ... 10.470506 \n", "s_phase5j_psr_DPsd_trunc 10.867236 10.456456 ... 10.470506 \n", "s_phase5t_psk_DPsd_trunc 11.232640 9.391291 ... 9.352234 \n", "s_phase5t_psr_DPsd_trunc 11.232640 9.391291 ... 9.352234 \n", "s_phase5t_nrm_DPsd_trunc 4.387560 6.458833 ... 8.683665 \n", "s_phase8t_nrm_DPsd_trunc 4.489272 5.832460 ... 6.828493 \n", "s_phase5j_nrm_DPsd_trunc 7.290552 7.161750 ... 7.601825 \n", "s_phase8j_nrm_DPsd_trunc 5.857296 6.170993 ... 6.737524 \n", "s_lint_610690_DPsd_trunc 4.389249 5.555110 ... 12.938677 \n", "s_linj_610690_DPsd_trunc 7.713142 7.518116 ... 8.461957 \n", "s_lint_700800_DPsd_trunc 5.302861 5.957211 ... 7.897561 \n", "s_lint_500600_DPsd_trunc 4.834872 6.247794 ... 9.205697 \n", "s_linj_700800_DPsd_trunc 6.601137 6.673417 ... 8.888837 \n", "s_linj_500600_DPsd_trunc 8.447056 6.763741 ... 11.726403 \n", "\n", " 113 114 115 116 \\\n", "s_iso5t1_DPsd_trunc 2.799212 4.586392 4.075651 2.487950 \n", "s_iso8t1_DPsd_trunc 2.344456 6.235354 3.659721 2.334648 \n", "s_iso5t2_DPsd_trunc 2.801852 6.319350 4.716004 3.143240 \n", "s_iso8t2_DPsd_trunc 2.772427 6.077328 3.511975 2.276168 \n", "s_lin5t_DPsd_trunc 3.458209 7.417736 4.439277 3.199540 \n", "s_lin8t_DPsd_trunc 2.892864 6.500740 3.968508 3.315846 \n", "s_phase5t_DPsd_trunc 4.244219 7.097735 10.690847 4.345646 \n", "s_phase8t_DPsd_trunc 5.164350 6.926644 5.851449 4.129328 \n", "s_iso5j_DPsd_trunc 5.109652 8.639169 6.185684 4.871451 \n", "s_iso8j_DPsd_trunc 3.907462 6.181960 5.100964 5.519451 \n", "s_lin5j_DPsd_trunc 4.037070 11.463016 5.579179 4.880630 \n", "s_lin8j_DPsd_trunc 6.363658 10.241289 7.178777 6.117443 \n", "s_phase5j_DPsd_trunc 9.528869 9.376242 7.038543 6.136827 \n", "s_phase8j_DPsd_trunc 5.650887 7.474951 5.434796 6.454431 \n", "s_phase8j_psk_DPsd_trunc 7.837034 6.495179 7.330560 4.875323 \n", "s_phase8j_psr_DPsd_trunc 7.837034 6.495179 7.330560 4.875323 \n", "s_phase8tp_psk_DPsd_trunc 8.436280 6.840779 8.770963 4.564519 \n", "s_phase8t_psr_DPsd_trunc 8.436280 6.840779 8.770963 4.564519 \n", "s_phase5j_psk_DPsd_trunc 10.130621 10.167881 9.782344 7.021825 \n", "s_phase5j_psr_DPsd_trunc 10.130621 10.167881 9.782344 7.021825 \n", "s_phase5t_psk_DPsd_trunc 6.277202 7.563332 7.484122 2.125875 \n", "s_phase5t_psr_DPsd_trunc 6.277202 7.563332 7.484122 2.125875 \n", "s_phase5t_nrm_DPsd_trunc 2.702944 6.981320 9.376295 3.758252 \n", "s_phase8t_nrm_DPsd_trunc 2.992058 6.634580 3.587443 2.923484 \n", "s_phase5j_nrm_DPsd_trunc 5.574598 7.316711 6.213868 5.649286 \n", "s_phase8j_nrm_DPsd_trunc 5.076955 7.549187 5.142237 6.585330 \n", "s_lint_610690_DPsd_trunc 3.283291 9.406283 4.755764 3.414272 \n", "s_linj_610690_DPsd_trunc 6.278382 9.227213 6.783321 5.841060 \n", "s_lint_700800_DPsd_trunc 3.474329 9.170531 4.447257 3.353788 \n", "s_lint_500600_DPsd_trunc 3.589876 9.466895 3.924627 2.970704 \n", "s_linj_700800_DPsd_trunc 5.307915 12.374330 5.832539 5.775269 \n", "s_linj_500600_DPsd_trunc 7.186386 13.197983 8.916590 6.994755 \n", "\n", " 117 118 119 120 121 \n", "s_iso5t1_DPsd_trunc 5.184207 5.405130 2.827062 5.538719 4.245075 \n", "s_iso8t1_DPsd_trunc 5.438937 3.613148 2.767637 4.298762 5.691151 \n", "s_iso5t2_DPsd_trunc 4.653159 4.076174 3.167036 5.855743 4.506521 \n", "s_iso8t2_DPsd_trunc 4.564913 2.928230 3.214585 3.713862 5.989694 \n", "s_lin5t_DPsd_trunc 6.582733 5.129986 4.204554 5.773415 7.357143 \n", "s_lin8t_DPsd_trunc 6.912513 4.916196 3.477552 5.289070 5.277031 \n", "s_phase5t_DPsd_trunc 9.021404 8.359160 4.832540 6.673500 7.992546 \n", "s_phase8t_DPsd_trunc 7.146782 6.167211 4.298461 5.503316 11.802603 \n", "s_iso5j_DPsd_trunc 5.396906 8.370299 4.820479 5.017404 5.578518 \n", "s_iso8j_DPsd_trunc 4.905857 6.811418 4.125815 4.164116 5.553144 \n", "s_lin5j_DPsd_trunc 7.704681 5.791886 6.113417 5.339945 8.439449 \n", "s_lin8j_DPsd_trunc 8.401488 7.691800 6.781628 6.156963 11.024891 \n", "s_phase5j_DPsd_trunc 9.320015 6.556342 5.680030 7.829466 10.310838 \n", "s_phase8j_DPsd_trunc 7.585576 6.766145 5.473712 6.684138 7.984069 \n", "s_phase8j_psk_DPsd_trunc 8.052651 5.702284 7.037632 6.966469 8.356615 \n", "s_phase8j_psr_DPsd_trunc 8.052651 5.702284 7.037632 6.966469 8.356615 \n", "s_phase8tp_psk_DPsd_trunc 6.650191 5.423142 4.591979 9.194539 8.725255 \n", "s_phase8t_psr_DPsd_trunc 6.650191 5.423142 4.591979 9.194539 8.725255 \n", "s_phase5j_psk_DPsd_trunc 11.598006 7.671657 5.858844 8.079845 10.262552 \n", "s_phase5j_psr_DPsd_trunc 11.598006 7.671657 5.858844 8.079845 10.262552 \n", "s_phase5t_psk_DPsd_trunc 11.652432 6.887987 7.658930 6.190892 12.641256 \n", "s_phase5t_psr_DPsd_trunc 11.652432 6.887987 7.658930 6.190892 12.641256 \n", "s_phase5t_nrm_DPsd_trunc 5.062213 6.683912 3.535127 5.806555 5.977768 \n", "s_phase8t_nrm_DPsd_trunc 4.962582 4.997630 3.253722 4.417981 8.101868 \n", "s_phase5j_nrm_DPsd_trunc 5.908589 4.781702 5.062602 6.617469 8.870715 \n", "s_phase8j_nrm_DPsd_trunc 6.599854 6.341203 4.807167 6.751792 6.183649 \n", "s_lint_610690_DPsd_trunc 5.783784 5.413948 4.346650 5.520486 5.307701 \n", "s_linj_610690_DPsd_trunc 7.550096 7.191732 4.922011 7.405898 11.879577 \n", "s_lint_700800_DPsd_trunc 8.064835 3.622448 3.628472 5.876414 9.321889 \n", "s_lint_500600_DPsd_trunc 5.239500 6.837897 5.603176 5.913442 4.700504 \n", "s_linj_700800_DPsd_trunc 5.086778 5.948107 5.018592 4.189604 10.555065 \n", "s_linj_500600_DPsd_trunc 8.385819 9.242493 10.248535 5.844371 8.385738 \n", "\n", "[32 rows x 99 columns]" ] }, "execution_count": 82, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dfa = df_to_analyze\n", "\n", "matcha = lambda x: concat_matches(dfa, x)\n", "#isips = matcha('P4_drift_trunc|P4_local_trunc')\n", "smscols = matcha('^s_.*DPsd_trunc$')\n", "\n", "#scatter_all(isips, print_max=3)\n", "#scatter_all(np.log(isips), print_max=3)\n", "\n", "smscols.T" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0.065833593780387181" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dft1 = df_to_analyze['s_phase5t_s4a_DPm_trunc']\n", "dft2 = df_to_analyze['s_phase8j_s4a_DPm_trunc']\n", "\n", "#dft2.corr(dft1)\n", "\n", "dft1.corr(dft2)" ] }, { "cell_type": "code", "execution_count": 64, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#mna = match('5._DPm|8._DPm|5.2_DPm|8.2_DPm')\n", "#mna.to_csv('perc_negative_asynchrony_20141008.csv')" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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SCAL_qmusic_singinghours_nonzero 1 0 0 0 0 0 0 0 0 0... 0 1 0 1 0 0 0 0 0 0
SCAL_qmusic_singingtimes_nonzero 0 0 0 0 0 0 0 0 0 0... 0 1 0 1 0 0 0 0 0 0
SCAL_qmusic_dancehours_nonzero 1 1 0 1 1 0 0 0 1 1... 1 0 1 1 1 1 1 1 0 0
SCAL_qmusic_instrumenthours_nonzero 0 0 0 0 1 0 0 0 0 0... 0 1 0 1 1 0 1 1 0 0
SCAL_qmusic_drumhours_nonzero 0 0 0 0 0 0 0 0 0 0... 0 1 0 0 0 0 0 1 0 0
SCAL_qmusic_behaviors_09_danceprv_nonzero 1 1 0 1 1 1 0 1 1 0... 0 0 1 1 1 1 0 0 1 1
SCAL_qmusic_behaviors_10_dancepub_nonzero 0 1 0 1 1 0 0 0 1 1... 0 0 1 0 1 1 1 1 0 1
SCAL_qmusic_gamehoursall_nonzero 1 0 0 0 1 1 0 0 1 1... 1 1 1 0 1 1 0 1 0 1
SCAL_qmusic_gamehoursdrumsticks_nonzero 0 0 0 0 1 0 0 0 1 1... 0 1 0 0 0 0 0 1 0 0
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9 rows × 99 columns

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" ], "text/plain": [ " 015 016 017 018 019 020 021 \\\n", "SCAL_qmusic_singinghours_nonzero 1 0 0 0 0 0 0 \n", "SCAL_qmusic_singingtimes_nonzero 0 0 0 0 0 0 0 \n", "SCAL_qmusic_dancehours_nonzero 1 1 0 1 1 0 0 \n", "SCAL_qmusic_instrumenthours_nonzero 0 0 0 0 1 0 0 \n", "SCAL_qmusic_drumhours_nonzero 0 0 0 0 0 0 0 \n", "SCAL_qmusic_behaviors_09_danceprv_nonzero 1 1 0 1 1 1 0 \n", "SCAL_qmusic_behaviors_10_dancepub_nonzero 0 1 0 1 1 0 0 \n", "SCAL_qmusic_gamehoursall_nonzero 1 0 0 0 1 1 0 \n", "SCAL_qmusic_gamehoursdrumsticks_nonzero 0 0 0 0 1 0 0 \n", "\n", " 022 024 025 ... 112 113 114 \\\n", "SCAL_qmusic_singinghours_nonzero 0 0 0 ... 0 1 0 \n", "SCAL_qmusic_singingtimes_nonzero 0 0 0 ... 0 1 0 \n", "SCAL_qmusic_dancehours_nonzero 0 1 1 ... 1 0 1 \n", "SCAL_qmusic_instrumenthours_nonzero 0 0 0 ... 0 1 0 \n", "SCAL_qmusic_drumhours_nonzero 0 0 0 ... 0 1 0 \n", "SCAL_qmusic_behaviors_09_danceprv_nonzero 1 1 0 ... 0 0 1 \n", "SCAL_qmusic_behaviors_10_dancepub_nonzero 0 1 1 ... 0 0 1 \n", "SCAL_qmusic_gamehoursall_nonzero 0 1 1 ... 1 1 1 \n", "SCAL_qmusic_gamehoursdrumsticks_nonzero 0 1 1 ... 0 1 0 \n", "\n", " 115 116 117 118 119 120 121 \n", "SCAL_qmusic_singinghours_nonzero 1 0 0 0 0 0 0 \n", "SCAL_qmusic_singingtimes_nonzero 1 0 0 0 0 0 0 \n", "SCAL_qmusic_dancehours_nonzero 1 1 1 1 1 0 0 \n", "SCAL_qmusic_instrumenthours_nonzero 1 1 0 1 1 0 0 \n", "SCAL_qmusic_drumhours_nonzero 0 0 0 0 1 0 0 \n", "SCAL_qmusic_behaviors_09_danceprv_nonzero 1 1 1 0 0 1 1 \n", "SCAL_qmusic_behaviors_10_dancepub_nonzero 0 1 1 1 1 0 1 \n", "SCAL_qmusic_gamehoursall_nonzero 0 1 1 0 1 0 1 \n", "SCAL_qmusic_gamehoursdrumsticks_nonzero 0 0 0 0 1 0 0 \n", "\n", "[9 rows x 99 columns]" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "phase_sections_means = match('a_DPm|b_DPm')\n", "phase_sections_sd = match('a_DPsd|b_DPsd')\n", "\n", "match('nonzero').T" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#for c in range(35):\n", "# s = phase_sections_sd.ix[:,c]\n", "# m = phase_sections_means.ix[:,c]\n", "# print phase_sections_sd.columns[c]\n", "# print phase_sections_means.columns[c]\n", "# print s.corr(m)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "['SCAL_qmusic_dancelevel',\n", " 'SCAL_qmusic_behaviors_07_yourself',\n", " 'SCAL_qmusic_behaviors_08_otherprs',\n", " 'SCAL_qmusic_behaviors_09_danceprv']" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "#matchq('behaviors_')\n", "\n", "pasted = '''\n", "SCAL_sex_femalezero\n", "SCAL_calc_wasivocab_totalrawscore\n", "SCAL_calc_wasimatrix_totalscore\n", "SCAL_calc_wasivocab_tscore\n", "SCAL_calc_wasimatrix_tscore\n", "SCAL_calc_wasi_tscore_total\n", "SCAL_calc_fsiq2\n", "SCAL_calc_bfi_extraversion\n", "SCAL_calc_bfi_agreeableness\n", "SCAL_calc_bfi_conscientiousness\n", "SCAL_calc_bfi_neuroticism\n", "SCAL_calc_bfi_openness\n", "SCAL_session_taskorder\n", "SCAL_order_500ms_first\n", "SCAL_order_rhythmfirst\n", "\n", "SCAL_qbasic_hearingdeficityn\n", "SCAL_qbasic_injuriesyn\n", "SCAL_qbasic_exerciseyn\n", "SCAL_qbasic_neurodisorderyn\n", "SCAL_qmusic_singingyn\n", "SCAL_qmusic_singinghours --> NONZERO\n", "SCAL_qmusic_singingtimes --> NONZERO\n", "SCAL_qmusic_dancelevel --> LN1P\n", "SCAL_qmusic_instrumentlevel --> good\n", "\n", "SCAL_qmusic_dancehours --> NONZERO\n", "SCAL_qmusic_instrumenthours --> NONZERO\n", "\n", "SCAL_qmusic_danceyn\n", "SCAL_qmusic_instrumentyn\n", "SCAL_qmusic_gameyn\n", "SCAL_qmusic_drumsyn\n", "\n", "SCAL_qmusic_gamenames --> string\n", "SCAL_qmusic_gamehoursall --> NONZERO\n", "SCAL_qmusic_gamehoursdrumsticks --> NONZERO\n", "SCAL_qmusic_drumstyles --> string\n", "SCAL_qmusic_drumhours --> NONZERO\n", "SCAL_qmusic_drumlevel --> NONZERO\n", "SCAL_qmusic_behaviors_07_yourself --> LN1P\n", "SCAL_qmusic_behaviors_08_otherprs --> LN1P\n", "SCAL_qmusic_behaviors_09_danceprv --> LN1P\n", "SCAL_qmusic_behaviors_10_dancepub --> NONZERO\n", "SCAL_qmusic_behaviors_11_urgemove --> NONZERO\n", "SCAL_qmusic_behaviors_12_friendstaste --> good\n", "SCAL_qmusic_behaviors_13_sharingint --> good\n", "SCAL_qmusic_behaviors_14_getinterest --> good\n", "\n", "\n", "'''\n", "tolist = pasted.split('\\n') \n", "\n", "nonzero = filter(lambda i: i.split(\" \")[-1] == \"NONZERO\", tolist)\n", "nonzero = [i.split(\" \")[0] for i in nonzero]\n", "assert len(nonzero) == pasted.count('NONZERO')\n", "\n", "LN1P = filter(lambda i: i.split(\" \")[-1] == \"LN1P\", tolist)\n", "LN1P = [i.split(\" \")[0] for i in LN1P]\n", "assert len(LN1P) == pasted.count('LN1P')\n", "\n", "\n", "tolist = [i.replace(\"--> good\", \"\") for i in tolist]\n", "\n", "tolist = filter(lambda i: \"-->\" not in i, tolist)\n", "\n", "tolist = [i.strip() for i in tolist]\n", "tolist = filter(lambda i: i != \"\", tolist)\n", "\n", "LN1P" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [], "source": [ "match = lambda x: concat_matches(dfo, x)\n", "\n", "df_q = match('SCAL_qbasic|SCAL_qmusic')\n", "\n", "matchq = lambda x: concat_matches(df_q, x)\n", "\n", "rnot = lambda r: '^((?!' + r + ').)*$'\n", "\n", "#scales = concat_matches(scales, '^((?!notes).)*$') #hacky \"does not contain 'notes' matcher\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SCAL_session_day\n", "SCAL_session_time\n", "SCAL_session_isfemale\n", "SCAL_exclusion_jitterlinearmissing\n", "SCAL_exclusion_rhythmadminerror\n", "SCAL_sex_femalezero\n", "SCAL_participant_age\n", "SCAL_calc_wasivocab_totalrawscore\n", "SCAL_calc_wasimatrix_totalscore\n", "SCAL_calc_wasivocab_tscore\n", "SCAL_calc_wasimatrix_tscore\n", "SCAL_calc_wasi_tscore_total\n", "SCAL_calc_fsiq2\n", "SCAL_calc_bfi_extraversion\n", "SCAL_calc_bfi_agreeableness\n", "SCAL_calc_bfi_conscientiousness\n", "SCAL_calc_bfi_neuroticism\n", "SCAL_calc_bfi_openness\n", "SCAL_calc_qmusic_socialimportance\n", "SCAL_session_taskorder\n", "SCAL_order_500ms_first\n", "SCAL_order_rhythmfirst\n", "SCAL_notes_csv_cleaning\n", "SCAL_notes_adminerror\n", "SCAL_notes_methodchange\n", "SCAL_notes_participantissue\n", "SCAL_notes_observations\n", "SCAL_notes_inclusion\n", "SCAL_notes_language\n", "SCAL_notes_temp\n", "SCAL_notes_wasivocab\n", "SCAL_notes_wasimatrix\n", "SCAL_notes_bfi\n", "SCAL_notes_qbasic_hearing\n", "SCAL_notes_qbasic_injuries\n", "SCAL_notes_qbasic_exercise\n", "SCAL_notes_qbasic_neurodisorder\n", "SCAL_notes_qbasic_physexclusion\n", "SCAL_notes_qbasic_nonstraight\n", "SCAL_notes_qbasic_heightweight\n", "SCAL_notes_qbasic_handedness\n", "SCAL_notes_qmusic_dance\n", "SCAL_notes_qmusic_instrument\n", "SCAL_notes_qmusic_otherexper\n", "SCAL_notes_qmusic_behaviors\n", "SCAL_notes_qmusic_singing\n", "SCAL_wasivocab_itemscore01_fish\n", "SCAL_wasivocab_itemscore02_shovel\n", "SCAL_wasivocab_itemscore03_shell\n", "SCAL_wasivocab_itemscore04_shirt\n", "SCAL_wasivocab_itemscore05_car\n", "SCAL_wasivocab_itemscore06_lamp\n", "SCAL_wasivocab_itemscore07_bird\n", "SCAL_wasivocab_itemscore08_tongue\n", "SCAL_wasivocab_itemscore09_pet\n", "SCAL_wasivocab_itemscore10_lunch\n", "SCAL_wasivocab_itemscore11_bell\n", "SCAL_wasivocab_itemscore12_calendar\n", "SCAL_wasivocab_itemscore13_alligator\n", "SCAL_wasivocab_itemscore14_dance\n", "SCAL_wasivocab_itemscore15_summer\n", "SCAL_wasivocab_itemscore16_reveal\n", "SCAL_wasivocab_itemscore17_decade\n", "SCAL_wasivocab_itemscore18_entertain\n", "SCAL_wasivocab_itemscore19_tradition\n", "SCAL_wasivocab_itemscore20_enthusiastic\n", "SCAL_wasivocab_itemscore21_improvise\n", "SCAL_wasivocab_itemscore22_haste\n", "SCAL_wasivocab_itemscore23_trend\n", "SCAL_wasivocab_itemscore24_impulse\n", "SCAL_wasivocab_itemscore25_ruminate\n", "SCAL_wasivocab_itemscore26_mollify\n", "SCAL_wasivocab_itemscore27_extirpate\n", "SCAL_wasivocab_itemscore28_panacea\n", "SCAL_wasivocab_itemscore29_perfunctory\n", "SCAL_wasivocab_itemscore30_insipid\n", "SCAL_wasivocab_itemscore31_pavid\n", "SCAL_wasimatrix_itemscore01\n", "SCAL_wasimatrix_itemscore02\n", "SCAL_wasimatrix_itemscore03\n", "SCAL_wasimatrix_itemscore04\n", "SCAL_wasimatrix_itemscore05\n", "SCAL_wasimatrix_itemscore06\n", "SCAL_wasimatrix_itemscore07\n", "SCAL_wasimatrix_itemscore08\n", "SCAL_wasimatrix_itemscore09\n", "SCAL_wasimatrix_itemscore10\n", "SCAL_wasimatrix_itemscore11\n", "SCAL_wasimatrix_itemscore12\n", "SCAL_wasimatrix_itemscore13\n", "SCAL_wasimatrix_itemscore14\n", "SCAL_wasimatrix_itemscore15\n", "SCAL_wasimatrix_itemscore16\n", "SCAL_wasimatrix_itemscore17\n", "SCAL_wasimatrix_itemscore18\n", "SCAL_wasimatrix_itemscore19\n", "SCAL_wasimatrix_itemscore20\n", "SCAL_wasimatrix_itemscore21\n", "SCAL_wasimatrix_itemscore22\n", "SCAL_wasimatrix_itemscore23\n", "SCAL_wasimatrix_itemscore24\n", "SCAL_wasimatrix_itemscore25\n", "SCAL_wasimatrix_itemscore26\n", "SCAL_wasimatrix_itemscore27\n", "SCAL_wasimatrix_itemscore28\n", "SCAL_wasimatrix_itemscore29\n", "SCAL_wasimatrix_itemscore30\n", "SCAL_qbasic_isfemale\n", "SCAL_qbasic_age\n", "SCAL_qbasic_ethnicity_selected\n", "SCAL_qbasic_ethnicity_white\n", "SCAL_qbasic_ethnicity_nativeam\n", "SCAL_qbasic_ethnicity_hispanic\n", "SCAL_qbasic_ethnicity_hawaiianpac\n", "SCAL_qbasic_ethnicity_black\n", "SCAL_qbasic_ethnicity_eastasian\n", "SCAL_qbasic_ethnicity_southasian\n", "SCAL_qbasic_ethnicity_middleeastern\n", "SCAL_qbasic_ethnicity_noneofthese\n", "SCAL_qbasic_ethnicityother\n", "SCAL_qbasic_ethnicitynotes\n", "SCAL_qbasic_relationshipyn\n", "SCAL_qbasic_relationshipyears\n", "SCAL_qbasic_relationshipmonths\n", "SCAL_calc_qbasic_rel_totalmonths\n", "SCAL_qbasic_marriedyn\n", "SCAL_qbasic_livingwithyn\n", "SCAL_qbasic_straightyn\n", "SCAL_qbasic_totalheightin\n", "SCAL_qbasic_weightlbs\n", "SCAL_qbasic_handednessa\n", "SCAL_qbasic_handednessb\n", "SCAL_qbasic_handednessc\n", "SCAL_qbasic_handednessd\n", "SCAL_qbasic_handednesse\n", "SCAL_qbasic_hearingdeficityn\n", "SCAL_qbasic_injuriesyn\n", "SCAL_qbasic_exerciseyn\n", "SCAL_qbasic_neurodisorderyn\n", "SCAL_qmusic_singingyn\n", "SCAL_qmusic_singinghours\n", "SCAL_qmusic_singingtimes\n", "SCAL_qmusic_danceyn\n", "SCAL_qmusic_dancestyle\n", "SCAL_qmusic_dancelevel\n", "SCAL_qmusic_dancehours\n", "SCAL_qmusic_instrumentyn\n", "SCAL_qmusic_instrumentlist\n", "SCAL_qmusic_instrumentlevel\n", "SCAL_qmusic_instrumenthours\n", "SCAL_qmusic_gameyn\n", "SCAL_qmusic_gamenames\n", "SCAL_qmusic_gamehoursall\n", "SCAL_qmusic_gamehoursdrumsticks\n", "SCAL_qmusic_drumsyn\n", "SCAL_qmusic_drumstyles\n", "SCAL_qmusic_drumhours\n", "SCAL_qmusic_drumlevel\n", "SCAL_qmusic_behaviors_07_yourself\n", "SCAL_qmusic_behaviors_08_otherprs\n", "SCAL_qmusic_behaviors_09_danceprv\n", "SCAL_qmusic_behaviors_10_dancepub\n", "SCAL_qmusic_behaviors_11_urgemove\n", "SCAL_qmusic_behaviors_12_friendstaste\n", "SCAL_qmusic_behaviors_13_sharingint\n", "SCAL_qmusic_behaviors_14_getinterest\n", "SCAL_bfi_item01\n", "SCAL_bfi_item02\n", "SCAL_bfi_item03\n", "SCAL_bfi_item04\n", "SCAL_bfi_item05\n", "SCAL_bfi_item06\n", "SCAL_bfi_item07\n", "SCAL_bfi_item08\n", "SCAL_bfi_item09\n", "SCAL_bfi_item10\n", "SCAL_bfi_item11\n", "SCAL_bfi_item12\n", "SCAL_bfi_item13\n", "SCAL_bfi_item14\n", "SCAL_bfi_item15\n", "SCAL_bfi_item16\n", "SCAL_bfi_item17\n", "SCAL_bfi_item18\n", "SCAL_bfi_item19\n", "SCAL_bfi_item20\n", "SCAL_bfi_item21\n", "SCAL_bfi_item22\n", "SCAL_bfi_item23\n", "SCAL_bfi_item24\n", "SCAL_bfi_item25\n", "SCAL_bfi_item26\n", "SCAL_bfi_item27\n", "SCAL_bfi_item28\n", "SCAL_bfi_item29\n", "SCAL_bfi_item30\n", "SCAL_bfi_item31\n", "SCAL_bfi_item32\n", "SCAL_bfi_item33\n", "SCAL_bfi_item34\n", "SCAL_bfi_item35\n", "SCAL_bfi_item36\n", "SCAL_bfi_item37\n", "SCAL_bfi_item38\n", "SCAL_bfi_item39\n", "SCAL_bfi_item40\n", "SCAL_bfi_item41\n", "SCAL_bfi_item42\n", "SCAL_bfi_item43\n", "SCAL_bfi_item44\n", "SCAL_qmusic_singinghours_nonzero\n", "SCAL_qmusic_singingtimes_nonzero\n", "SCAL_qmusic_dancehours_nonzero\n", "SCAL_qmusic_instrumenthours_nonzero\n", "SCAL_qmusic_drumhours_nonzero\n", "SCAL_qmusic_behaviors_09_danceprv_nonzero\n", "SCAL_qmusic_behaviors_10_dancepub_nonzero\n", "SCAL_qmusic_gamehoursall_nonzero\n", "SCAL_qmusic_gamehoursdrumsticks_nonzero\n", "SCAL_qmusic_behaviors_07_yourself_ln1p\n", "SCAL_qmusic_behaviors_08_otherprs_ln1p\n", "SCAL_qmusic_behaviors_09_danceprv_ln1p\n", "SCAL_qmusic_dancelevel_ln1p\n", "SCAL_qmusic_dancelevel_tophalf\n", "SCAL_orders_500\n", "SCAL_orders_800\n", "SCAL_orders_iso\n", "SCAL_orders_phase\n", "SCAL_orders_linear\n", "SCAL_order_iso5t1\n", "SCAL_order_iso8t1\n", "SCAL_order_iso5t2\n", "SCAL_order_iso8t2\n", "SCAL_order_psh5t\n", "SCAL_order_psh8t\n", "SCAL_order_lin5t\n", "SCAL_order_lin8t\n", "SCAL_order_iso5j\n", "SCAL_order_iso8j\n", "SCAL_order_psh5j\n", "SCAL_order_psh8j\n", "SCAL_order_lin5j\n", "SCAL_order_lin8j\n", "SCAL_order_isip5\n", "SCAL_order_isip8\n" ] } ], "source": [ "scales_keep = dfo[['SCAL_qmusic_instrumentlevel',\n", " 'SCAL_qmusic_behaviors_12_friendstaste',\n", " \n", " ]]\n", "\n", "plist = lambda l: '\\n'.join(l)\n", "\n", "print plist(match('SCAL_').columns)\n", "\n", "#print('\\n'.join(list(match('SCAL_').columns)))\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " 015 016 017 018\n", "SCAL_orders_500 1 0 0 0\n", "SCAL_orders_800 0 1 1 1\n", "SCAL_orders_iso 1 0 1 1\n", "SCAL_orders_phase 2 2 2 0\n", "SCAL_orders_linear 0 1 0 2\n", "SCAL_orders_psh_first 0 0 0 1\n", "SCAL_orders_lin_first 1 0 1 0\n", "SCAL_orders_iso_first 0 1 0 0" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dfo['SCAL_orders_psh_first'] = (dfo.SCAL_orders_phase==0).astype(int)\n", "dfo['SCAL_orders_lin_first'] = (dfo.SCAL_orders_linear==0).astype(int)\n", "dfo['SCAL_orders_iso_first'] = (dfo.SCAL_orders_iso==0).astype(int)\n", "\n", "match('orders').head(4).T" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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SCAL_session_isfemale 1 0 0 0 0 0 1 1 1 0... 1 0 1 1 0 1 0 1 0 1
SCAL_participant_age 21 19 23 19 19 18 19 23 18 21... 20 19 19 19 20 19 20 19 24 18
SCAL_calc_wasivocab_totalrawscore 37 48 41 37 40 41 39 42 33 36... 30 33 44 47 39 34 42 38 33 36
SCAL_calc_wasimatrix_totalscore 15 22 23 22 23 20 17 19 23 20... 19 20 25 22 27 20 22 23 24 20
SCAL_calc_wasivocab_tscore 49 78 55 50 55 57 53 57 44 47... 39 44 63 74 52 46 57 51 43 48
SCAL_calc_wasimatrix_tscore 38 53 54 53 55 49 42 46 55 48... 46 49 62 53 71 49 52 55 57 49
SCAL_calc_wasi_tscore_total 87 131 109 103 110 106 95 103 99 95... 85 93 125 127 123 95 109 106 100 97
SCAL_calc_fsiq2 89 127 108 102 109 105 95 102 99 95... 87 94 122 123 120 95 108 105 100 97
SCAL_calc_bfi_extraversion 2.125 4 2.75 3 4.5 1.75 2.125 3.25 2.5 2.625... 3.875 4.5 3 3.125 4.875 4.375 4.375 4.25 3 3.25
SCAL_calc_bfi_agreeableness 3.666667 4.111111 2.888889 4.111111 4.444444 4.222222 3.888889 3.555556 5 2.222222... 5 4.444444 4.444444 2.888889 3.666667 4.555556 4.111111 3.666667 3.111111 3.333333
SCAL_calc_bfi_conscientiousness 3.777778 2.777778 3.555556 4.555556 4 3.111111 3.888889 4.444444 3.444444 2.555556... 4.555556 4 2.888889 2.888889 3.444444 3.555556 2.888889 3.444444 3.222222 3.555556
SCAL_calc_bfi_neuroticism 3.125 3.25 3 3 1.75 2.625 3.875 3.25 2.125 3.5... 2.25 1.375 4.375 2.5 2.125 3.875 2.625 2.875 3.25 3.142857
SCAL_calc_bfi_openness 2.8 3.7 3.7 3.6 3.3 2.5 2.7 4.7 4.2 3.2... 4.3 3.6 3.6 4.3 4.4 3 3.9 4.3 4.9 4.2
SCAL_session_taskorder 3. Lin, Iso, Jump 1. Iso, Lin, Jump 3. Lin, Iso, Jump 5. Jump, Iso, Lin 3. Lin, Iso, Jump 6. Jump, Lin, Iso 1. Iso, Lin, Jump 6. Jump, Lin, Iso 1. Iso, Lin, Jump 2. Iso, Jump, Lin... 2. Iso, Jump, Lin 5. Jump, Iso, Lin 5. Jump, Iso, Lin 2. Iso, Jump, Lin 3. Lin, Iso, Jump 6. Jump, Lin, Iso 5. Jump, Iso, Lin 6. Jump, Lin, Iso 1. Iso, Lin, Jump 6. Jump, Lin, Iso
SCAL_order_500ms_first 0 1 1 1 1 0 0 0 1 0... 0 0 0 0 1 1 1 1 0 1
SCAL_order_rhythmfirst 0 0 1 1 0 0 1 0 1 1... 0 1 1 0 0 1 1 0 0 0
SCAL_qbasic_hearingdeficityn 0 0 0 0 0 0 0 0 0 0... 0 0 0 0 0 0 0 0 0 0
SCAL_qbasic_injuriesyn 0 1 0 0 0 0 0 0 0 1... 0 0 0 0 1 0 0 0 0 0
SCAL_qbasic_exerciseyn 0 0 1 1 0 0 0 0 0 1... 0 0 0 0 1 0 0 0 0 0
SCAL_qbasic_neurodisorderyn 0 0 1 0 0 0 1 0 0 0... 0 0 0 0 0 0 0 0 0 0
SCAL_qmusic_singingyn 1 1 0 0 1 0 0 0 0 0... 0 1 1 1 0 0 0 0 0 0
SCAL_qmusic_instrumentlevel 0 3 3 0 2 0 1 4 2 0... 0 4 4 4 3 0 3 3 0 2
SCAL_qmusic_danceyn 1 1 1 1 1 0 0 0 1 1... 1 0 1 1 1 1 1 1 0 0
SCAL_qmusic_instrumentyn 0 1 1 0 1 0 1 1 1 0... 0 1 1 1 1 0 1 1 0 1
SCAL_qmusic_gameyn 1 1 1 1 1 1 0 1 1 1... 1 1 1 1 1 1 1 1 0 1
SCAL_qmusic_drumsyn 0 0 0 0 0 0 0 0 0 0... 0 1 0 0 0 0 0 1 0 0
SCAL_qmusic_behaviors_12_friendstaste 3 3 1 3 4 3 2 2 4 4... 7 4 2 3 5 5 4 6 5 5
SCAL_qmusic_behaviors_13_sharingint 4 5 1 4 2 4 3 5 1 3... 5 4 2 4 7 6 5 7 5 5
SCAL_qmusic_behaviors_14_getinterest 5 5 4 4 2 4 2 3 7 4... 5 5 3 1 7 5 5 7 5 6
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29 rows × 99 columns

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Iso, Lin, Jump \n", "SCAL_order_500ms_first 0 1 \n", "SCAL_order_rhythmfirst 0 0 \n", "SCAL_qbasic_hearingdeficityn 0 0 \n", "SCAL_qbasic_injuriesyn 0 1 \n", "SCAL_qbasic_exerciseyn 0 0 \n", "SCAL_qbasic_neurodisorderyn 0 0 \n", "SCAL_qmusic_singingyn 1 1 \n", "SCAL_qmusic_instrumentlevel 0 3 \n", "SCAL_qmusic_danceyn 1 1 \n", "SCAL_qmusic_instrumentyn 0 1 \n", "SCAL_qmusic_gameyn 1 1 \n", "SCAL_qmusic_drumsyn 0 0 \n", "SCAL_qmusic_behaviors_12_friendstaste 3 3 \n", "SCAL_qmusic_behaviors_13_sharingint 4 5 \n", "SCAL_qmusic_behaviors_14_getinterest 5 5 \n", "\n", " 017 018 \\\n", "SCAL_session_isfemale 0 0 \n", "SCAL_participant_age 23 19 \n", "SCAL_calc_wasivocab_totalrawscore 41 37 \n", "SCAL_calc_wasimatrix_totalscore 23 22 \n", "SCAL_calc_wasivocab_tscore 55 50 \n", "SCAL_calc_wasimatrix_tscore 54 53 \n", "SCAL_calc_wasi_tscore_total 109 103 \n", "SCAL_calc_fsiq2 108 102 \n", "SCAL_calc_bfi_extraversion 2.75 3 \n", "SCAL_calc_bfi_agreeableness 2.888889 4.111111 \n", "SCAL_calc_bfi_conscientiousness 3.555556 4.555556 \n", "SCAL_calc_bfi_neuroticism 3 3 \n", "SCAL_calc_bfi_openness 3.7 3.6 \n", "SCAL_session_taskorder 3. Lin, Iso, Jump 5. Jump, Iso, Lin \n", "SCAL_order_500ms_first 1 1 \n", "SCAL_order_rhythmfirst 1 1 \n", "SCAL_qbasic_hearingdeficityn 0 0 \n", "SCAL_qbasic_injuriesyn 0 0 \n", "SCAL_qbasic_exerciseyn 1 1 \n", "SCAL_qbasic_neurodisorderyn 1 0 \n", "SCAL_qmusic_singingyn 0 0 \n", "SCAL_qmusic_instrumentlevel 3 0 \n", "SCAL_qmusic_danceyn 1 1 \n", "SCAL_qmusic_instrumentyn 1 0 \n", "SCAL_qmusic_gameyn 1 1 \n", "SCAL_qmusic_drumsyn 0 0 \n", "SCAL_qmusic_behaviors_12_friendstaste 1 3 \n", "SCAL_qmusic_behaviors_13_sharingint 1 4 \n", "SCAL_qmusic_behaviors_14_getinterest 4 4 \n", "\n", " 019 020 \\\n", "SCAL_session_isfemale 0 0 \n", "SCAL_participant_age 19 18 \n", "SCAL_calc_wasivocab_totalrawscore 40 41 \n", "SCAL_calc_wasimatrix_totalscore 23 20 \n", "SCAL_calc_wasivocab_tscore 55 57 \n", "SCAL_calc_wasimatrix_tscore 55 49 \n", "SCAL_calc_wasi_tscore_total 110 106 \n", "SCAL_calc_fsiq2 109 105 \n", "SCAL_calc_bfi_extraversion 4.5 1.75 \n", "SCAL_calc_bfi_agreeableness 4.444444 4.222222 \n", "SCAL_calc_bfi_conscientiousness 4 3.111111 \n", "SCAL_calc_bfi_neuroticism 1.75 2.625 \n", "SCAL_calc_bfi_openness 3.3 2.5 \n", "SCAL_session_taskorder 3. Lin, Iso, Jump 6. Jump, Lin, Iso \n", "SCAL_order_500ms_first 1 0 \n", "SCAL_order_rhythmfirst 0 0 \n", "SCAL_qbasic_hearingdeficityn 0 0 \n", "SCAL_qbasic_injuriesyn 0 0 \n", "SCAL_qbasic_exerciseyn 0 0 \n", "SCAL_qbasic_neurodisorderyn 0 0 \n", "SCAL_qmusic_singingyn 1 0 \n", "SCAL_qmusic_instrumentlevel 2 0 \n", "SCAL_qmusic_danceyn 1 0 \n", "SCAL_qmusic_instrumentyn 1 0 \n", "SCAL_qmusic_gameyn 1 1 \n", "SCAL_qmusic_drumsyn 0 0 \n", "SCAL_qmusic_behaviors_12_friendstaste 4 3 \n", "SCAL_qmusic_behaviors_13_sharingint 2 4 \n", "SCAL_qmusic_behaviors_14_getinterest 2 4 \n", "\n", " 021 022 \\\n", "SCAL_session_isfemale 1 1 \n", "SCAL_participant_age 19 23 \n", "SCAL_calc_wasivocab_totalrawscore 39 42 \n", "SCAL_calc_wasimatrix_totalscore 17 19 \n", "SCAL_calc_wasivocab_tscore 53 57 \n", "SCAL_calc_wasimatrix_tscore 42 46 \n", "SCAL_calc_wasi_tscore_total 95 103 \n", "SCAL_calc_fsiq2 95 102 \n", "SCAL_calc_bfi_extraversion 2.125 3.25 \n", "SCAL_calc_bfi_agreeableness 3.888889 3.555556 \n", "SCAL_calc_bfi_conscientiousness 3.888889 4.444444 \n", "SCAL_calc_bfi_neuroticism 3.875 3.25 \n", "SCAL_calc_bfi_openness 2.7 4.7 \n", "SCAL_session_taskorder 1. Iso, Lin, Jump 6. Jump, Lin, Iso \n", "SCAL_order_500ms_first 0 0 \n", "SCAL_order_rhythmfirst 1 0 \n", "SCAL_qbasic_hearingdeficityn 0 0 \n", "SCAL_qbasic_injuriesyn 0 0 \n", "SCAL_qbasic_exerciseyn 0 0 \n", "SCAL_qbasic_neurodisorderyn 1 0 \n", "SCAL_qmusic_singingyn 0 0 \n", "SCAL_qmusic_instrumentlevel 1 4 \n", "SCAL_qmusic_danceyn 0 0 \n", "SCAL_qmusic_instrumentyn 1 1 \n", "SCAL_qmusic_gameyn 0 1 \n", "SCAL_qmusic_drumsyn 0 0 \n", "SCAL_qmusic_behaviors_12_friendstaste 2 2 \n", "SCAL_qmusic_behaviors_13_sharingint 3 5 \n", "SCAL_qmusic_behaviors_14_getinterest 2 3 \n", "\n", " 024 025 \\\n", "SCAL_session_isfemale 1 0 \n", "SCAL_participant_age 18 21 \n", "SCAL_calc_wasivocab_totalrawscore 33 36 \n", "SCAL_calc_wasimatrix_totalscore 23 20 \n", "SCAL_calc_wasivocab_tscore 44 47 \n", "SCAL_calc_wasimatrix_tscore 55 48 \n", "SCAL_calc_wasi_tscore_total 99 95 \n", "SCAL_calc_fsiq2 99 95 \n", "SCAL_calc_bfi_extraversion 2.5 2.625 \n", "SCAL_calc_bfi_agreeableness 5 2.222222 \n", "SCAL_calc_bfi_conscientiousness 3.444444 2.555556 \n", "SCAL_calc_bfi_neuroticism 2.125 3.5 \n", "SCAL_calc_bfi_openness 4.2 3.2 \n", "SCAL_session_taskorder 1. Iso, Lin, Jump 2. Iso, Jump, Lin \n", "SCAL_order_500ms_first 1 0 \n", "SCAL_order_rhythmfirst 1 1 \n", "SCAL_qbasic_hearingdeficityn 0 0 \n", "SCAL_qbasic_injuriesyn 0 1 \n", "SCAL_qbasic_exerciseyn 0 1 \n", "SCAL_qbasic_neurodisorderyn 0 0 \n", "SCAL_qmusic_singingyn 0 0 \n", "SCAL_qmusic_instrumentlevel 2 0 \n", "SCAL_qmusic_danceyn 1 1 \n", "SCAL_qmusic_instrumentyn 1 0 \n", "SCAL_qmusic_gameyn 1 1 \n", "SCAL_qmusic_drumsyn 0 0 \n", "SCAL_qmusic_behaviors_12_friendstaste 4 4 \n", "SCAL_qmusic_behaviors_13_sharingint 1 3 \n", "SCAL_qmusic_behaviors_14_getinterest 7 4 \n", "\n", " ... 112 \\\n", "SCAL_session_isfemale ... 1 \n", "SCAL_participant_age ... 20 \n", "SCAL_calc_wasivocab_totalrawscore ... 30 \n", "SCAL_calc_wasimatrix_totalscore ... 19 \n", "SCAL_calc_wasivocab_tscore ... 39 \n", "SCAL_calc_wasimatrix_tscore ... 46 \n", "SCAL_calc_wasi_tscore_total ... 85 \n", "SCAL_calc_fsiq2 ... 87 \n", "SCAL_calc_bfi_extraversion ... 3.875 \n", "SCAL_calc_bfi_agreeableness ... 5 \n", "SCAL_calc_bfi_conscientiousness ... 4.555556 \n", "SCAL_calc_bfi_neuroticism ... 2.25 \n", "SCAL_calc_bfi_openness ... 4.3 \n", "SCAL_session_taskorder ... 2. Iso, Jump, Lin \n", "SCAL_order_500ms_first ... 0 \n", "SCAL_order_rhythmfirst ... 0 \n", "SCAL_qbasic_hearingdeficityn ... 0 \n", "SCAL_qbasic_injuriesyn ... 0 \n", "SCAL_qbasic_exerciseyn ... 0 \n", "SCAL_qbasic_neurodisorderyn ... 0 \n", "SCAL_qmusic_singingyn ... 0 \n", "SCAL_qmusic_instrumentlevel ... 0 \n", "SCAL_qmusic_danceyn ... 1 \n", "SCAL_qmusic_instrumentyn ... 0 \n", "SCAL_qmusic_gameyn ... 1 \n", "SCAL_qmusic_drumsyn ... 0 \n", "SCAL_qmusic_behaviors_12_friendstaste ... 7 \n", "SCAL_qmusic_behaviors_13_sharingint ... 5 \n", "SCAL_qmusic_behaviors_14_getinterest ... 5 \n", "\n", " 113 114 \\\n", "SCAL_session_isfemale 0 1 \n", "SCAL_participant_age 19 19 \n", "SCAL_calc_wasivocab_totalrawscore 33 44 \n", "SCAL_calc_wasimatrix_totalscore 20 25 \n", "SCAL_calc_wasivocab_tscore 44 63 \n", "SCAL_calc_wasimatrix_tscore 49 62 \n", "SCAL_calc_wasi_tscore_total 93 125 \n", "SCAL_calc_fsiq2 94 122 \n", "SCAL_calc_bfi_extraversion 4.5 3 \n", "SCAL_calc_bfi_agreeableness 4.444444 4.444444 \n", "SCAL_calc_bfi_conscientiousness 4 2.888889 \n", "SCAL_calc_bfi_neuroticism 1.375 4.375 \n", "SCAL_calc_bfi_openness 3.6 3.6 \n", "SCAL_session_taskorder 5. Jump, Iso, Lin 5. Jump, Iso, Lin \n", "SCAL_order_500ms_first 0 0 \n", "SCAL_order_rhythmfirst 1 1 \n", "SCAL_qbasic_hearingdeficityn 0 0 \n", "SCAL_qbasic_injuriesyn 0 0 \n", "SCAL_qbasic_exerciseyn 0 0 \n", "SCAL_qbasic_neurodisorderyn 0 0 \n", "SCAL_qmusic_singingyn 1 1 \n", "SCAL_qmusic_instrumentlevel 4 4 \n", "SCAL_qmusic_danceyn 0 1 \n", "SCAL_qmusic_instrumentyn 1 1 \n", "SCAL_qmusic_gameyn 1 1 \n", "SCAL_qmusic_drumsyn 1 0 \n", "SCAL_qmusic_behaviors_12_friendstaste 4 2 \n", "SCAL_qmusic_behaviors_13_sharingint 4 2 \n", "SCAL_qmusic_behaviors_14_getinterest 5 3 \n", "\n", " 115 116 \\\n", "SCAL_session_isfemale 1 0 \n", "SCAL_participant_age 19 20 \n", "SCAL_calc_wasivocab_totalrawscore 47 39 \n", "SCAL_calc_wasimatrix_totalscore 22 27 \n", "SCAL_calc_wasivocab_tscore 74 52 \n", "SCAL_calc_wasimatrix_tscore 53 71 \n", "SCAL_calc_wasi_tscore_total 127 123 \n", "SCAL_calc_fsiq2 123 120 \n", "SCAL_calc_bfi_extraversion 3.125 4.875 \n", "SCAL_calc_bfi_agreeableness 2.888889 3.666667 \n", "SCAL_calc_bfi_conscientiousness 2.888889 3.444444 \n", "SCAL_calc_bfi_neuroticism 2.5 2.125 \n", "SCAL_calc_bfi_openness 4.3 4.4 \n", "SCAL_session_taskorder 2. Iso, Jump, Lin 3. Lin, Iso, Jump \n", "SCAL_order_500ms_first 0 1 \n", "SCAL_order_rhythmfirst 0 0 \n", "SCAL_qbasic_hearingdeficityn 0 0 \n", "SCAL_qbasic_injuriesyn 0 1 \n", "SCAL_qbasic_exerciseyn 0 1 \n", "SCAL_qbasic_neurodisorderyn 0 0 \n", "SCAL_qmusic_singingyn 1 0 \n", "SCAL_qmusic_instrumentlevel 4 3 \n", "SCAL_qmusic_danceyn 1 1 \n", "SCAL_qmusic_instrumentyn 1 1 \n", "SCAL_qmusic_gameyn 1 1 \n", "SCAL_qmusic_drumsyn 0 0 \n", "SCAL_qmusic_behaviors_12_friendstaste 3 5 \n", "SCAL_qmusic_behaviors_13_sharingint 4 7 \n", "SCAL_qmusic_behaviors_14_getinterest 1 7 \n", "\n", " 117 118 \\\n", "SCAL_session_isfemale 1 0 \n", "SCAL_participant_age 19 20 \n", "SCAL_calc_wasivocab_totalrawscore 34 42 \n", "SCAL_calc_wasimatrix_totalscore 20 22 \n", "SCAL_calc_wasivocab_tscore 46 57 \n", "SCAL_calc_wasimatrix_tscore 49 52 \n", "SCAL_calc_wasi_tscore_total 95 109 \n", "SCAL_calc_fsiq2 95 108 \n", "SCAL_calc_bfi_extraversion 4.375 4.375 \n", "SCAL_calc_bfi_agreeableness 4.555556 4.111111 \n", "SCAL_calc_bfi_conscientiousness 3.555556 2.888889 \n", "SCAL_calc_bfi_neuroticism 3.875 2.625 \n", "SCAL_calc_bfi_openness 3 3.9 \n", "SCAL_session_taskorder 6. Jump, Lin, Iso 5. Jump, Iso, Lin \n", "SCAL_order_500ms_first 1 1 \n", "SCAL_order_rhythmfirst 1 1 \n", "SCAL_qbasic_hearingdeficityn 0 0 \n", "SCAL_qbasic_injuriesyn 0 0 \n", "SCAL_qbasic_exerciseyn 0 0 \n", "SCAL_qbasic_neurodisorderyn 0 0 \n", "SCAL_qmusic_singingyn 0 0 \n", "SCAL_qmusic_instrumentlevel 0 3 \n", "SCAL_qmusic_danceyn 1 1 \n", "SCAL_qmusic_instrumentyn 0 1 \n", "SCAL_qmusic_gameyn 1 1 \n", "SCAL_qmusic_drumsyn 0 0 \n", "SCAL_qmusic_behaviors_12_friendstaste 5 4 \n", "SCAL_qmusic_behaviors_13_sharingint 6 5 \n", "SCAL_qmusic_behaviors_14_getinterest 5 5 \n", "\n", " 119 120 \\\n", "SCAL_session_isfemale 1 0 \n", "SCAL_participant_age 19 24 \n", "SCAL_calc_wasivocab_totalrawscore 38 33 \n", "SCAL_calc_wasimatrix_totalscore 23 24 \n", "SCAL_calc_wasivocab_tscore 51 43 \n", "SCAL_calc_wasimatrix_tscore 55 57 \n", "SCAL_calc_wasi_tscore_total 106 100 \n", "SCAL_calc_fsiq2 105 100 \n", "SCAL_calc_bfi_extraversion 4.25 3 \n", "SCAL_calc_bfi_agreeableness 3.666667 3.111111 \n", "SCAL_calc_bfi_conscientiousness 3.444444 3.222222 \n", "SCAL_calc_bfi_neuroticism 2.875 3.25 \n", "SCAL_calc_bfi_openness 4.3 4.9 \n", "SCAL_session_taskorder 6. Jump, Lin, Iso 1. Iso, Lin, Jump \n", "SCAL_order_500ms_first 1 0 \n", "SCAL_order_rhythmfirst 0 0 \n", "SCAL_qbasic_hearingdeficityn 0 0 \n", "SCAL_qbasic_injuriesyn 0 0 \n", "SCAL_qbasic_exerciseyn 0 0 \n", "SCAL_qbasic_neurodisorderyn 0 0 \n", "SCAL_qmusic_singingyn 0 0 \n", "SCAL_qmusic_instrumentlevel 3 0 \n", "SCAL_qmusic_danceyn 1 0 \n", "SCAL_qmusic_instrumentyn 1 0 \n", "SCAL_qmusic_gameyn 1 0 \n", "SCAL_qmusic_drumsyn 1 0 \n", "SCAL_qmusic_behaviors_12_friendstaste 6 5 \n", "SCAL_qmusic_behaviors_13_sharingint 7 5 \n", "SCAL_qmusic_behaviors_14_getinterest 7 5 \n", "\n", " 121 \n", "SCAL_session_isfemale 1 \n", "SCAL_participant_age 18 \n", "SCAL_calc_wasivocab_totalrawscore 36 \n", "SCAL_calc_wasimatrix_totalscore 20 \n", "SCAL_calc_wasivocab_tscore 48 \n", "SCAL_calc_wasimatrix_tscore 49 \n", "SCAL_calc_wasi_tscore_total 97 \n", "SCAL_calc_fsiq2 97 \n", "SCAL_calc_bfi_extraversion 3.25 \n", "SCAL_calc_bfi_agreeableness 3.333333 \n", "SCAL_calc_bfi_conscientiousness 3.555556 \n", "SCAL_calc_bfi_neuroticism 3.142857 \n", "SCAL_calc_bfi_openness 4.2 \n", "SCAL_session_taskorder 6. Jump, Lin, Iso \n", "SCAL_order_500ms_first 1 \n", "SCAL_order_rhythmfirst 0 \n", "SCAL_qbasic_hearingdeficityn 0 \n", "SCAL_qbasic_injuriesyn 0 \n", "SCAL_qbasic_exerciseyn 0 \n", "SCAL_qbasic_neurodisorderyn 0 \n", "SCAL_qmusic_singingyn 0 \n", "SCAL_qmusic_instrumentlevel 2 \n", "SCAL_qmusic_danceyn 0 \n", "SCAL_qmusic_instrumentyn 1 \n", "SCAL_qmusic_gameyn 1 \n", "SCAL_qmusic_drumsyn 0 \n", "SCAL_qmusic_behaviors_12_friendstaste 5 \n", "SCAL_qmusic_behaviors_13_sharingint 5 \n", "SCAL_qmusic_behaviors_14_getinterest 6 \n", "\n", "[29 rows x 99 columns]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dff = dfo[tolist]\n", "\n", "dff.T" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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SCAL_session_taskorder 3. Lin, Iso, Jump 1. Iso, Lin, Jump 3. Lin, Iso, Jump 5. Jump, Iso, Lin 3. Lin, Iso, Jump 6. Jump, Lin, Iso 1. Iso, Lin, Jump 6. Jump, Lin, Iso 1. Iso, Lin, Jump 2. Iso, Jump, Lin... 2. Iso, Jump, Lin 5. Jump, Iso, Lin 5. Jump, Iso, Lin 2. Iso, Jump, Lin 3. Lin, Iso, Jump 6. Jump, Lin, Iso 5. Jump, Iso, Lin 6. Jump, Lin, Iso 1. Iso, Lin, Jump 6. Jump, Lin, Iso
SCAL_order_500ms_first 0 1 1 1 1 0 0 0 1 0... 0 0 0 0 1 1 1 1 0 1
SCAL_order_rhythmfirst 0 0 1 1 0 0 1 0 1 1... 0 1 1 0 0 1 1 0 0 0
SCAL_notes_qbasic_neurodisorder ADD & general anxiety ADHD ...
SCAL_qbasic_neurodisorderyn 0 0 1 0 0 0 1 0 0 0... 0 0 0 0 0 0 0 0 0 0
SCAL_orders_500 1 0 0 0 0 1 1 1 0 1... 1 1 1 1 0 0 0 0 1 0
SCAL_orders_800 0 1 1 1 1 0 0 0 1 0... 0 0 0 0 1 1 1 1 0 1
SCAL_orders_iso 1 0 1 1 1 2 0 2 0 0... 0 1 1 0 1 2 1 2 0 2
SCAL_orders_phase 2 2 2 0 2 0 2 0 2 1... 1 0 0 1 2 0 0 0 2 0
SCAL_orders_linear 0 1 0 2 0 1 1 1 1 2... 2 2 2 2 0 1 2 1 1 1
SCAL_order_iso5t1 2 1 1 1 1 2 2 2 1 2... 2 2 2 2 1 1 1 1 2 1
SCAL_order_iso8t1 1 2 2 2 2 1 1 1 2 1... 1 1 1 1 2 2 2 2 1 2
SCAL_order_iso5t2 6 3 5 5 5 8 4 8 3 4... 4 6 6 4 5 7 5 7 4 7
SCAL_order_iso8t2 5 4 6 6 6 7 3 7 4 3... 3 5 5 3 6 8 6 8 3 8
SCAL_order_psh5t 8 7 7 3 7 4 8 4 7 6... 6 4 4 6 7 3 3 3 8 3
SCAL_order_psh8t 7 8 8 4 8 3 7 3 8 5... 5 3 3 5 8 4 4 4 7 4
SCAL_order_lin5t 4 5 3 7 3 6 6 6 5 8... 8 8 8 8 3 5 7 5 6 5
SCAL_order_lin8t 3 6 4 8 4 5 5 5 6 7... 7 7 7 7 4 6 8 6 5 6
SCAL_order_iso5j 12 9 11 11 11 14 10 14 9 10... 10 12 12 10 11 13 11 13 10 13
SCAL_order_iso8j 11 10 12 12 12 13 9 13 10 9... 9 11 11 9 12 14 12 14 9 14
SCAL_order_psh5j 14 13 13 9 13 10 14 10 13 12... 12 10 10 12 13 9 9 9 14 9
SCAL_order_psh8j 13 14 14 10 14 9 13 9 14 11... 11 9 9 11 14 10 10 10 13 10
SCAL_order_lin5j 10 11 9 13 9 12 12 12 11 14... 14 14 14 14 9 11 13 11 12 11
SCAL_order_lin8j 9 12 10 14 10 11 11 11 12 13... 13 13 13 13 10 12 14 12 11 12
SCAL_order_isip5 16 15 15 15 15 16 16 16 15 16... 16 16 16 16 15 15 15 15 16 15
SCAL_order_isip8 15 16 16 16 16 15 15 15 16 15... 15 15 15 15 16 16 16 16 15 16
SCAL_orders_psh_first 0 0 0 1 0 1 0 1 0 0... 0 1 1 0 0 1 1 1 0 1
SCAL_orders_lin_first 1 0 1 0 1 0 0 0 0 0... 0 0 0 0 1 0 0 0 0 0
SCAL_orders_iso_first 0 1 0 0 0 0 1 0 1 1... 1 0 0 1 0 0 0 0 1 0
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29 rows × 99 columns

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Jump, Lin, Iso \n", "SCAL_order_500ms_first 1 \n", "SCAL_order_rhythmfirst 0 \n", "SCAL_notes_qbasic_neurodisorder \n", "SCAL_qbasic_neurodisorderyn 0 \n", "SCAL_orders_500 0 \n", "SCAL_orders_800 1 \n", "SCAL_orders_iso 2 \n", "SCAL_orders_phase 0 \n", "SCAL_orders_linear 1 \n", "SCAL_order_iso5t1 1 \n", "SCAL_order_iso8t1 2 \n", "SCAL_order_iso5t2 7 \n", "SCAL_order_iso8t2 8 \n", "SCAL_order_psh5t 3 \n", "SCAL_order_psh8t 4 \n", "SCAL_order_lin5t 5 \n", "SCAL_order_lin8t 6 \n", "SCAL_order_iso5j 13 \n", "SCAL_order_iso8j 14 \n", "SCAL_order_psh5j 9 \n", "SCAL_order_psh8j 10 \n", "SCAL_order_lin5j 11 \n", "SCAL_order_lin8j 12 \n", "SCAL_order_isip5 15 \n", "SCAL_order_isip8 16 \n", "SCAL_orders_psh_first 1 \n", "SCAL_orders_lin_first 0 \n", "SCAL_orders_iso_first 0 \n", "\n", "[29 rows x 99 columns]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "match('order').T" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [ "hrs = dfo.SCAL_qmusic_danceyn\n", "\n", "hrs[hrs > 0].count()\n", "\n", "total = dfo.SCAL_qmusic_drumhours + dfo.SCAL_qmusic_instrumenthours + dfo.SCAL_qmusic_dancehours\n", "\n", "\n", "def filter_outliers(series):\n", " # Tabachnik & fidell call +- 3.29 SD a removable/truncatable outlier\n", " return series[np.abs(series) <= 3.29 * series.std()]\n", "\n", "\n", "trunc_count = 0\n", "\n", "\n", "def truncate_outliers(series): \n", " # Tabachnik & fidell call +- 3.29 SD a removable/truncatable outlier\n", " maxval = series.mean() + 3.29 * series.std()\n", " minval = series.mean() - 3.29 * series.std()\n", " trunc_count = 0\n", " \n", " def trunc(val):\n", " if val > maxval:\n", " trunc_count += 1\n", " return maxval\n", " elif val < minval:\n", " trunc_count += 1\n", " return minval\n", " else:\n", " return val\n", " \n", " s = series.apply(trunc)\n", " print('truncated {} of {} cases.'.format(trunc_count, len(s)))\n", " \n", " return s\n", "\n", "\n", "truncate_outliers(total).hist()\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
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..................................................................
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108 20140507 12:00nn 1 0 0 0 19 37 19 50... 0.121067 0.127023 0.066406 0.125400 0.258994 0.138733 0.187978 0 0 1
109 20140507 1:30pm 1 0 0 0 21 34 22 45... NaN 0.197451 0.256688 0.332181 0.248028 0.230421 0.304478 0 1 0
110 20140507 3:00pm 0 0 0 1 19 47 21 74... 0.746870 0.240477 0.175004 0.264562 0.400076 0.157301 0.301736 1 0 0
111 20140507 5:00pm 1 0 0 0 20 41 26 55... 0.180501 0.153378 0.201756 0.282680 0.342289 0.218383 0.228682 0 1 0
112 20140508 12:20nn 1 0 0 0 20 30 19 39... 0.099765 0.086206 0.141479 0.201735 0.362215 0.215882 0.137384 0 0 1
113 20140508 2:00pm 0 0 0 1 19 33 20 44... 0.225395 0.903250 0.122948 0.536510 0.361752 0.085727 0.363479 1 0 0
114 20140508 5:00pm 1 0 0 0 19 44 25 63... 0.140522 0.155581 0.097414 0.183771 0.173245 0.130977 0.136999 1 0 0
115 20140508 6:30pm 1 0 0 0 19 47 22 74... 0.212135 0.125535 0.137462 0.161361 0.261306 0.281474 0.248404 0 0 1
116 20140509 7:30am 0 0 0 1 20 39 27 52... 0.209886 0.114240 0.128472 0.467552 0.446516 0.247116 0.263422 0 1 0
117 20140509 10:30am 1 0 0 0 19 34 20 46... 0.253321 1.172359 0.110528 0.374751 0.127035 0.130191 0.133639 1 0 0
118 20140509 12:00nn 0 0 0 1 20 42 22 57... 0.233624 0.137326 0.156730 0.327467 0.249650 0.140216 0.182431 1 0 0
119 20140509 3:00pm 1 0 0 0 19 38 23 51... 0.296574 0.142627 0.101641 0.353110 0.353557 0.222948 0.247663 1 0 0
120 20140509 4:30pm 0 0 0 1 24 33 24 43... 0.136025 0.138683 0.160969 0.344341 0.216403 0.263427 0.192488 0 0 1
121 20140509 7:30pm 1 0 0 0 18 36 20 48... NaN 0.212650 0.142823 0.273276 0.200202 0.174823 0.182236 1 0 0
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99 rows × 638 columns

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" ], "text/plain": [ " SCAL_session_day SCAL_session_time SCAL_session_isfemale \\\n", "015 20140228 1:00pm 1 \n", "016 20140303 9:10am 0 \n", "017 20140303 10:30am 0 \n", "018 20140303 1:00pm 0 \n", "019 20140303 2:20pm 0 \n", "020 20140303 3:37pm 0 \n", "021 20140304 9:40am 1 \n", "022 20140304 12:30nn 1 \n", "024 20140304 3:20pm 1 \n", "025 20140304 4:50pm 0 \n", "026 20140305 8:00am 0 \n", "027 20140305 9:10am 0 \n", "028 20140305 3:40pm 0 \n", "029 20140306 8:20am 1 \n", "030 20140306 12:40nn 1 \n", "032 20140306 3:30pm 1 \n", "033 20140307 1:00pm 0 \n", "034 20140307 2:20pm 0 \n", "035 20140310 10:30am 1 \n", "036 20140310 2:20pm 1 \n", "037 20140311 9:40am 1 \n", "038 20140311 3:10pm 0 \n", "039 20140312 12:00nn 0 \n", "040 20140325 5:10pm 0 \n", "041 20140326 1:00pm 1 \n", "043 20140328 11:00am 1 \n", "044 20140331 10:30am 1 \n", "046 20140331 1:30pm 0 \n", "047 20140401 9:10am 0 \n", "048 20140401 2:50pm 0 \n", ".. ... ... ... \n", "091 20140430 10:30am 1 \n", "092 20140430 12:00nn 1 \n", "093 20140430 1:30pm 1 \n", "094 20140501 7:35am 1 \n", "095 20140501 9:00am 0 \n", "096 20140501 10:35am 1 \n", "097 20140502 9:00am 0 \n", "098 20140502 10:25am 0 \n", "099 20140502 1:00pm 0 \n", "100 20140502 2:50pm 1 \n", "101 20140502 5:35pm 0 \n", "102 20140503 9:30am 1 \n", "103 20140503 10:50am 0 \n", "104 20140505 1:30pm 1 \n", "105 20140505 5:50pm 1 \n", "107 20140506 12:00nn 0 \n", "108 20140507 12:00nn 1 \n", "109 20140507 1:30pm 1 \n", "110 20140507 3:00pm 0 \n", "111 20140507 5:00pm 1 \n", "112 20140508 12:20nn 1 \n", "113 20140508 2:00pm 0 \n", "114 20140508 5:00pm 1 \n", "115 20140508 6:30pm 1 \n", "116 20140509 7:30am 0 \n", "117 20140509 10:30am 1 \n", "118 20140509 12:00nn 0 \n", "119 20140509 3:00pm 1 \n", "120 20140509 4:30pm 0 \n", "121 20140509 7:30pm 1 \n", "\n", " SCAL_exclusion_jitterlinearmissing SCAL_exclusion_rhythmadminerror \\\n", "015 0 0 \n", "016 0 0 \n", "017 0 0 \n", "018 0 0 \n", "019 0 0 \n", "020 0 0 \n", "021 0 0 \n", "022 0 0 \n", "024 0 0 \n", "025 0 0 \n", "026 0 0 \n", "027 0 0 \n", "028 0 0 \n", "029 0 0 \n", "030 0 0 \n", "032 0 0 \n", "033 0 0 \n", "034 0 0 \n", "035 0 0 \n", "036 0 0 \n", "037 0 0 \n", "038 0 0 \n", "039 0 0 \n", "040 0 0 \n", "041 0 0 \n", "043 0 0 \n", "044 0 0 \n", "046 0 0 \n", "047 0 0 \n", "048 0 0 \n", ".. ... ... \n", "091 0 0 \n", "092 0 0 \n", "093 0 0 \n", "094 0 0 \n", "095 0 0 \n", "096 0 0 \n", "097 0 0 \n", "098 0 0 \n", "099 0 0 \n", "100 0 0 \n", "101 0 0 \n", "102 0 0 \n", "103 0 0 \n", "104 0 0 \n", "105 0 0 \n", "107 0 0 \n", "108 0 0 \n", "109 0 0 \n", "110 0 0 \n", "111 0 0 \n", "112 0 0 \n", "113 0 0 \n", "114 0 0 \n", "115 0 0 \n", "116 0 0 \n", "117 0 0 \n", "118 0 0 \n", "119 0 0 \n", "120 0 0 \n", "121 0 0 \n", "\n", " SCAL_sex_femalezero SCAL_participant_age \\\n", "015 0 21 \n", "016 1 19 \n", "017 1 23 \n", "018 1 19 \n", "019 1 19 \n", "020 1 18 \n", "021 0 19 \n", "022 0 23 \n", "024 0 18 \n", "025 1 21 \n", "026 1 20 \n", "027 1 19 \n", "028 1 18 \n", "029 0 20 \n", "030 0 43 \n", "032 0 18 \n", "033 1 19 \n", "034 1 19 \n", "035 0 20 \n", "036 0 19 \n", "037 0 18 \n", "038 1 18 \n", "039 1 21 \n", "040 1 21 \n", "041 0 23 \n", "043 0 19 \n", "044 0 18 \n", "046 1 18 \n", "047 1 18 \n", "048 1 32 \n", ".. ... ... \n", "091 0 23 \n", "092 0 20 \n", "093 0 19 \n", "094 0 22 \n", "095 1 19 \n", "096 0 22 \n", "097 1 19 \n", "098 1 21 \n", "099 1 19 \n", "100 0 18 \n", "101 1 19 \n", "102 0 18 \n", "103 1 21 \n", "104 0 21 \n", "105 0 19 \n", "107 1 20 \n", "108 0 19 \n", "109 0 21 \n", "110 1 19 \n", "111 0 20 \n", "112 0 20 \n", "113 1 19 \n", "114 0 19 \n", "115 0 19 \n", "116 1 20 \n", "117 0 19 \n", "118 1 20 \n", "119 0 19 \n", "120 1 24 \n", "121 0 18 \n", "\n", " SCAL_calc_wasivocab_totalrawscore SCAL_calc_wasimatrix_totalscore \\\n", "015 37 15 \n", "016 48 22 \n", "017 41 23 \n", "018 37 22 \n", "019 40 23 \n", "020 41 20 \n", "021 39 17 \n", "022 42 19 \n", "024 33 23 \n", "025 36 20 \n", "026 35 23 \n", "027 39 22 \n", "028 44 23 \n", "029 39 24 \n", "030 46 23 \n", "032 41 23 \n", "033 43 24 \n", "034 39 21 \n", "035 42 22 \n", "036 32 19 \n", "037 41 28 \n", "038 41 22 \n", "039 27 25 \n", "040 39 26 \n", "041 40 23 \n", "043 29 15 \n", "044 40 22 \n", "046 38 17 \n", "047 41 26 \n", "048 41 23 \n", ".. ... ... \n", "091 40 23 \n", "092 36 21 \n", "093 34 20 \n", "094 35 20 \n", "095 43 21 \n", "096 40 26 \n", "097 39 21 \n", "098 38 26 \n", "099 36 18 \n", "100 39 25 \n", "101 40 19 \n", "102 41 21 \n", "103 41 20 \n", "104 29 21 \n", "105 37 22 \n", "107 43 21 \n", "108 37 19 \n", "109 34 22 \n", "110 47 21 \n", "111 41 26 \n", "112 30 19 \n", "113 33 20 \n", "114 44 25 \n", "115 47 22 \n", "116 39 27 \n", "117 34 20 \n", "118 42 22 \n", "119 38 23 \n", "120 33 24 \n", "121 36 20 \n", "\n", " SCAL_calc_wasivocab_tscore ... \\\n", "015 49 ... \n", "016 78 ... \n", "017 55 ... \n", "018 50 ... \n", "019 55 ... \n", "020 57 ... \n", "021 53 ... \n", "022 57 ... \n", "024 44 ... \n", "025 47 ... \n", "026 46 ... \n", "027 53 ... \n", "028 63 ... \n", "029 52 ... \n", "030 61 ... \n", "032 57 ... \n", "033 61 ... \n", "034 53 ... \n", "035 57 ... \n", "036 43 ... \n", "037 57 ... \n", "038 57 ... \n", "039 35 ... \n", "040 52 ... \n", "041 53 ... \n", "043 38 ... \n", "044 55 ... \n", "046 51 ... \n", "047 57 ... \n", "048 53 ... \n", ".. ... ... \n", "091 53 ... \n", "092 47 ... \n", "093 46 ... \n", "094 46 ... \n", "095 61 ... \n", "096 53 ... \n", "097 53 ... \n", "098 50 ... \n", "099 48 ... \n", "100 53 ... \n", "101 55 ... \n", "102 57 ... \n", "103 55 ... \n", "104 37 ... \n", "105 50 ... \n", "107 59 ... \n", "108 50 ... \n", "109 45 ... \n", "110 74 ... \n", "111 55 ... \n", "112 39 ... \n", "113 44 ... \n", "114 63 ... \n", "115 74 ... \n", "116 52 ... \n", "117 46 ... \n", "118 57 ... \n", "119 51 ... \n", "120 43 ... \n", "121 48 ... \n", "\n", " SMSR_phase8t_s4a_DPsd_inv SMSR_phase5j_s4a_DPsd_inv \\\n", "015 0.053945 0.109104 \n", "016 0.307656 0.126311 \n", "017 0.238160 NaN \n", "018 0.280125 0.268595 \n", "019 0.218318 0.142223 \n", "020 0.200960 0.094811 \n", "021 0.165609 0.387882 \n", "022 0.218622 0.103781 \n", "024 0.290449 0.162213 \n", "025 NaN 0.096158 \n", "026 0.315938 0.172583 \n", "027 0.448790 0.335749 \n", "028 0.197235 0.109011 \n", "029 0.192119 0.238632 \n", "030 0.354506 0.247562 \n", "032 0.288649 0.167086 \n", "033 0.142608 0.091577 \n", "034 0.253809 0.300227 \n", "035 0.332722 NaN \n", "036 0.385685 0.122914 \n", "037 0.087951 0.089036 \n", "038 0.186885 0.213108 \n", "039 0.221292 0.124040 \n", "040 0.505729 0.160670 \n", "041 0.662521 NaN \n", "043 0.126257 0.206833 \n", "044 0.120922 0.100960 \n", "046 NaN 0.107789 \n", "047 NaN 0.352100 \n", "048 0.082037 0.211633 \n", ".. ... ... \n", "091 0.514594 NaN \n", "092 1.463008 0.160003 \n", "093 0.126370 0.139741 \n", "094 0.157942 0.570216 \n", "095 0.623089 0.129448 \n", "096 0.117796 0.158067 \n", "097 0.167973 0.088569 \n", "098 0.276621 NaN \n", "099 0.136994 0.107712 \n", "100 0.413154 0.115105 \n", "101 0.238751 0.102274 \n", "102 0.252654 0.113860 \n", "103 0.091374 0.109908 \n", "104 0.193879 0.097889 \n", "105 0.226203 0.055243 \n", "107 0.315815 0.168736 \n", "108 0.121067 0.127023 \n", "109 NaN 0.197451 \n", "110 0.746870 0.240477 \n", "111 0.180501 0.153378 \n", "112 0.099765 0.086206 \n", "113 0.225395 0.903250 \n", "114 0.140522 0.155581 \n", "115 0.212135 0.125535 \n", "116 0.209886 0.114240 \n", "117 0.253321 1.172359 \n", "118 0.233624 0.137326 \n", "119 0.296574 0.142627 \n", "120 0.136025 0.138683 \n", "121 NaN 0.212650 \n", "\n", " SMSR_phase8j_s4a_DPsd_inv SMSR_phase5t_s4b_DPsd_inv \\\n", "015 0.141834 0.044401 \n", "016 0.228519 0.293895 \n", "017 0.267141 0.273082 \n", "018 0.472431 0.218647 \n", "019 0.230305 0.225257 \n", "020 0.091210 0.144236 \n", "021 0.122095 0.239746 \n", "022 0.524508 0.268215 \n", "024 0.138587 0.305706 \n", "025 0.110128 0.187185 \n", "026 0.242976 0.267496 \n", "027 0.126193 0.517326 \n", "028 0.164658 0.155067 \n", "029 0.098325 0.226234 \n", "030 0.110378 0.271160 \n", "032 0.493896 0.574432 \n", "033 0.105533 0.283750 \n", "034 0.213578 0.292100 \n", "035 0.165752 0.208685 \n", "036 0.096976 0.130206 \n", "037 0.096754 0.156003 \n", "038 0.196591 0.403707 \n", "039 0.118965 0.371071 \n", "040 0.152935 0.336509 \n", "041 0.121985 0.416434 \n", "043 0.166734 0.173898 \n", "044 0.196223 0.176374 \n", "046 0.147044 0.156625 \n", "047 0.113883 0.230409 \n", "048 0.181116 0.351736 \n", ".. ... ... \n", "091 0.133380 0.267509 \n", "092 0.141283 0.297839 \n", "093 0.158888 0.195304 \n", "094 0.183847 0.226480 \n", "095 0.157132 0.512506 \n", "096 0.135327 0.231670 \n", "097 0.106628 0.195924 \n", "098 0.230370 0.265347 \n", "099 0.276791 0.426067 \n", "100 0.154248 0.249031 \n", "101 0.224906 0.203175 \n", "102 0.187137 0.360029 \n", "103 0.086229 0.285006 \n", "104 NaN 0.068193 \n", "105 0.097951 0.183074 \n", "107 0.123241 0.284850 \n", "108 0.066406 0.125400 \n", "109 0.256688 0.332181 \n", "110 0.175004 0.264562 \n", "111 0.201756 0.282680 \n", "112 0.141479 0.201735 \n", "113 0.122948 0.536510 \n", "114 0.097414 0.183771 \n", "115 0.137462 0.161361 \n", "116 0.128472 0.467552 \n", "117 0.110528 0.374751 \n", "118 0.156730 0.327467 \n", "119 0.101641 0.353110 \n", "120 0.160969 0.344341 \n", "121 0.142823 0.273276 \n", "\n", " SMSR_phase8t_s4b_DPsd_inv SMSR_phase5j_s4b_DPsd_inv \\\n", "015 0.044053 0.080712 \n", "016 0.322954 0.253038 \n", "017 0.369306 0.073817 \n", "018 0.329568 0.206339 \n", "019 0.360575 0.315614 \n", "020 0.251791 0.144323 \n", "021 0.255567 0.267809 \n", "022 0.806137 0.166897 \n", "024 0.218173 0.200656 \n", "025 0.166658 0.353406 \n", "026 0.427044 0.319051 \n", "027 0.352330 0.160887 \n", "028 0.320924 0.167243 \n", "029 0.100256 0.243489 \n", "030 0.230343 0.239115 \n", "032 0.358773 0.292778 \n", "033 0.321588 0.215825 \n", "034 0.267982 0.386933 \n", "035 0.224142 0.201219 \n", "036 0.152122 0.098771 \n", "037 0.199734 0.440983 \n", "038 0.215995 0.313550 \n", "039 0.508101 0.140520 \n", "040 0.284273 0.499273 \n", "041 0.431053 0.093620 \n", "043 0.198134 0.170268 \n", "044 0.238373 0.157676 \n", "046 0.385439 0.229132 \n", "047 0.195420 0.213305 \n", "048 0.140725 0.200187 \n", ".. ... ... \n", "091 0.457058 0.289365 \n", "092 0.311048 0.405914 \n", "093 0.175792 0.327514 \n", "094 0.116993 0.158132 \n", "095 0.308305 0.147790 \n", "096 0.375871 0.314143 \n", "097 0.328464 0.174956 \n", "098 0.420993 0.171184 \n", "099 0.214582 0.288515 \n", "100 0.207041 0.296783 \n", "101 0.223450 0.235341 \n", "102 0.286429 0.236990 \n", "103 0.328613 0.147275 \n", "104 0.105806 0.058434 \n", "105 0.253580 0.133442 \n", "107 0.254540 0.292223 \n", "108 0.258994 0.138733 \n", "109 0.248028 0.230421 \n", "110 0.400076 0.157301 \n", "111 0.342289 0.218383 \n", "112 0.362215 0.215882 \n", "113 0.361752 0.085727 \n", "114 0.173245 0.130977 \n", "115 0.261306 0.281474 \n", "116 0.446516 0.247116 \n", "117 0.127035 0.130191 \n", "118 0.249650 0.140216 \n", "119 0.353557 0.222948 \n", "120 0.216403 0.263427 \n", "121 0.200202 0.174823 \n", "\n", " SMSR_phase8j_s4b_DPsd_inv SCAL_orders_psh_first SCAL_orders_lin_first \\\n", "015 0.110317 0 1 \n", "016 0.277177 0 0 \n", "017 0.143151 0 1 \n", "018 0.196048 1 0 \n", "019 0.268594 0 1 \n", "020 0.139888 1 0 \n", "021 0.184375 0 0 \n", "022 0.263083 1 0 \n", "024 0.309556 0 0 \n", "025 0.204062 0 0 \n", "026 0.164220 1 0 \n", "027 0.331544 0 1 \n", "028 0.166183 0 0 \n", "029 0.150339 1 0 \n", "030 0.180716 0 1 \n", "032 0.391160 0 0 \n", "033 0.247249 0 0 \n", "034 0.173508 1 0 \n", "035 0.174894 1 0 \n", "036 0.088321 0 1 \n", "037 0.250549 0 1 \n", "038 0.071964 1 0 \n", "039 0.216045 0 0 \n", "040 0.151792 0 0 \n", "041 0.195735 0 0 \n", "043 0.141374 1 0 \n", "044 0.170921 0 1 \n", "046 0.246827 0 1 \n", "047 0.143730 1 0 \n", "048 0.232906 0 0 \n", ".. ... ... ... \n", "091 0.363775 1 0 \n", "092 0.283209 1 0 \n", "093 0.207166 1 0 \n", "094 0.130149 0 0 \n", "095 0.277586 1 0 \n", "096 0.166200 0 1 \n", "097 0.169626 0 1 \n", "098 0.278959 1 0 \n", "099 0.197530 0 0 \n", "100 0.164985 0 0 \n", "101 0.160918 0 0 \n", "102 0.267650 1 0 \n", "103 0.190954 0 1 \n", "104 0.108806 1 0 \n", "105 0.099407 0 0 \n", "107 0.174521 0 0 \n", "108 0.187978 0 0 \n", "109 0.304478 0 1 \n", "110 0.301736 1 0 \n", "111 0.228682 0 1 \n", "112 0.137384 0 0 \n", "113 0.363479 1 0 \n", "114 0.136999 1 0 \n", "115 0.248404 0 0 \n", "116 0.263422 0 1 \n", "117 0.133639 1 0 \n", "118 0.182431 1 0 \n", "119 0.247663 1 0 \n", "120 0.192488 0 0 \n", "121 0.182236 1 0 \n", "\n", " SCAL_orders_iso_first \n", "015 0 \n", "016 1 \n", "017 0 \n", "018 0 \n", "019 0 \n", "020 0 \n", "021 1 \n", "022 0 \n", "024 1 \n", "025 1 \n", "026 0 \n", "027 0 \n", "028 1 \n", "029 0 \n", "030 0 \n", "032 1 \n", "033 1 \n", "034 0 \n", "035 0 \n", "036 0 \n", "037 0 \n", "038 0 \n", "039 1 \n", "040 1 \n", "041 1 \n", "043 0 \n", "044 0 \n", "046 0 \n", "047 0 \n", "048 1 \n", ".. ... \n", 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GENERATION" ] }, { "cell_type": "code", "execution_count": 183, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "VARIABLE LABELS \n", " fff 'sssss'\n", ".\n" ] } ], "source": [ "def variable_labels_syntax(varlist):\n", " var_labels = \"VARIABLE LABELS \\n{vlist}.\"\n", " vl_item = \" {var} '{label}'\\n\"\n", " vl_list = '\\n'.join([vl_item.format(var=v, label=l) for (v, l) in varlist])\n", " return var_labels.format(vlist=vl_list)\n", "\n", "#testing\n", "print variable_labels_syntax(varlist = [(\"fff\", \"sssss\")])" ] }, { "cell_type": "code", "execution_count": 165, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "{1: {'factor': 'E', 'reverse_scored': False},\n", " 2: {'factor': 'A', 'reverse_scored': True},\n", " 3: {'factor': 'C', 'reverse_scored': False},\n", " 4: {'factor': 'N', 'reverse_scored': False},\n", " 5: {'factor': 'O', 'reverse_scored': False},\n", " 6: {'factor': 'E', 'reverse_scored': True},\n", " 7: {'factor': 'A', 'reverse_scored': False},\n", " 8: {'factor': 'C', 'reverse_scored': True},\n", " 9: {'factor': 'N', 'reverse_scored': True},\n", " 10: {'factor': 'O', 'reverse_scored': False},\n", " 11: {'factor': 'E', 'reverse_scored': False},\n", " 12: {'factor': 'A', 'reverse_scored': True},\n", " 13: {'factor': 'C', 'reverse_scored': False},\n", " 14: {'factor': 'N', 'reverse_scored': False},\n", " 15: {'factor': 'O', 'reverse_scored': False},\n", " 16: {'factor': 'E', 'reverse_scored': False},\n", " 17: {'factor': 'A', 'reverse_scored': False},\n", " 18: {'factor': 'C', 'reverse_scored': True},\n", " 19: {'factor': 'N', 'reverse_scored': False},\n", " 20: {'factor': 'O', 'reverse_scored': False},\n", " 21: {'factor': 'E', 'reverse_scored': True},\n", " 22: {'factor': 'A', 'reverse_scored': False},\n", " 23: {'factor': 'C', 'reverse_scored': True},\n", " 24: {'factor': 'N', 'reverse_scored': True},\n", " 25: {'factor': 'O', 'reverse_scored': False},\n", " 26: {'factor': 'E', 'reverse_scored': False},\n", " 27: {'factor': 'A', 'reverse_scored': True},\n", " 28: {'factor': 'C', 'reverse_scored': False},\n", " 29: {'factor': 'N', 'reverse_scored': False},\n", " 30: {'factor': 'O', 'reverse_scored': False},\n", " 31: {'factor': 'E', 'reverse_scored': True},\n", " 32: {'factor': 'A', 'reverse_scored': False},\n", " 33: {'factor': 'C', 'reverse_scored': False},\n", " 34: {'factor': 'N', 'reverse_scored': True},\n", " 35: {'factor': 'O', 'reverse_scored': True},\n", " 36: {'factor': 'E', 'reverse_scored': False},\n", " 37: {'factor': 'A', 'reverse_scored': True},\n", " 38: {'factor': 'C', 'reverse_scored': False},\n", " 39: {'factor': 'N', 'reverse_scored': False},\n", " 40: {'factor': 'O', 'reverse_scored': False},\n", " 41: {'factor': 'O', 'reverse_scored': True},\n", " 42: {'factor': 'A', 'reverse_scored': False},\n", " 43: {'factor': 'C', 'reverse_scored': True},\n", " 44: {'factor': 'O', 'reverse_scored': False}}" ] }, "execution_count": 165, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bfi={}\n", "bfi['E'] = ['1', '6R', '11', '16', '21R', '26', '31R', '36']\n", "bfi['A'] = ['2R', '7', '12R', '17', '22', '27R', '32', '37R', '42']\n", "bfi['C'] = ['3', '8R', '13', '18R', '23R', '28', '33', '38', '43R']\n", "bfi['N'] = ['4', '9R', '14', '19', '24R', '29', '34R', '39']\n", "bfi['O'] = ['5', '10', '15', '20', '25', '30', '35R', '40', '41R', '44']\n", "\n", "bfi_score = {}\n", "\n", "for k, v in bfi.items():\n", " for i in v:\n", " reverse_scored = 'R' in i\n", " if reverse_scored:\n", " i = i[:-1]\n", " item = int(i)\n", " bfi_score[item] = {'factor': k,\n", " 'reverse_scored': reverse_scored}\n", " \n", "bfi_score" ] }, { "cell_type": "code", "execution_count": 131, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ALTER TYPE\n", "session_isfemale (F8.2)\n", "exclusion_jitterlinearmissing (F8.2)\n", "exclusion_rhythmadminerror (F8.2)\n", "sex_femalezero (F8.2)\n", "participant_age (F8.2)\n", "calc_wasivocab_totalrawscore (F8.2)\n", "calc_wasimatrix_totalscore (F8.2)\n", "calc_wasivocab_tscore (F8.2)\n", "calc_wasimatrix_tscore (F8.2)\n", "calc_wasi_tscore_total (F8.2)\n", "calc_fsiq2 (F8.2)\n", "calc_bfi_extraversion (F8.2)\n", "calc_bfi_agreeableness (F8.2)\n", "calc_bfi_conscientiousness (F8.2)\n", "calc_bfi_neuroticism (F8.2)\n", "calc_bfi_openness (F8.2)\n", "calc_qmusic_socialimportance (F8.2)\n", "order_500ms_first (F8.2)\n", "order_rhythmfirst (F8.2)\n", "wasivocab_itemscore01_fish (F8.2)\n", "wasivocab_itemscore02_shovel (F8.2)\n", "wasivocab_itemscore03_shell (F8.2)\n", "wasivocab_itemscore04_shirt (F8.2)\n", "wasivocab_itemscore05_car (F8.2)\n", "wasivocab_itemscore06_lamp (F8.2)\n", "wasivocab_itemscore07_bird (F8.2)\n", "wasivocab_itemscore08_tongue (F8.2)\n", "wasivocab_itemscore09_pet (F8.2)\n", "wasivocab_itemscore10_lunch (F8.2)\n", "wasivocab_itemscore11_bell (F8.2)\n", "wasivocab_itemscore12_calendar (F8.2)\n", "wasivocab_itemscore13_alligator (F8.2)\n", "wasivocab_itemscore14_dance (F8.2)\n", "wasivocab_itemscore15_summer (F8.2)\n", "wasivocab_itemscore16_reveal (F8.2)\n", "wasivocab_itemscore17_decade (F8.2)\n", "wasivocab_itemscore18_entertain (F8.2)\n", "wasivocab_itemscore19_tradition (F8.2)\n", "wasivocab_itemscore20_enthusiastic (F8.2)\n", "wasivocab_itemscore21_improvise (F8.2)\n", "wasivocab_itemscore22_haste (F8.2)\n", "wasivocab_itemscore23_trend (F8.2)\n", "wasivocab_itemscore24_impulse (F8.2)\n", "wasivocab_itemscore25_ruminate (F8.2)\n", "wasivocab_itemscore26_mollify (F8.2)\n", "wasivocab_itemscore27_extirpate (F8.2)\n", "wasivocab_itemscore28_panacea (F8.2)\n", "wasivocab_itemscore29_perfunctory (F8.2)\n", "wasivocab_itemscore30_insipid (F8.2)\n", "wasivocab_itemscore31_pavid (F8.2)\n", "wasimatrix_itemscore01 (F8.2)\n", "wasimatrix_itemscore02 (F8.2)\n", "wasimatrix_itemscore03 (F8.2)\n", "wasimatrix_itemscore04 (F8.2)\n", "wasimatrix_itemscore05 (F8.2)\n", "wasimatrix_itemscore06 (F8.2)\n", "wasimatrix_itemscore07 (F8.2)\n", "wasimatrix_itemscore08 (F8.2)\n", "wasimatrix_itemscore09 (F8.2)\n", "wasimatrix_itemscore10 (F8.2)\n", "wasimatrix_itemscore11 (F8.2)\n", "wasimatrix_itemscore12 (F8.2)\n", "wasimatrix_itemscore13 (F8.2)\n", "wasimatrix_itemscore14 (F8.2)\n", "wasimatrix_itemscore15 (F8.2)\n", "wasimatrix_itemscore16 (F8.2)\n", "wasimatrix_itemscore17 (F8.2)\n", "wasimatrix_itemscore18 (F8.2)\n", "wasimatrix_itemscore19 (F8.2)\n", "wasimatrix_itemscore20 (F8.2)\n", "wasimatrix_itemscore21 (F8.2)\n", "wasimatrix_itemscore22 (F8.2)\n", "wasimatrix_itemscore23 (F8.2)\n", "wasimatrix_itemscore24 (F8.2)\n", "wasimatrix_itemscore25 (F8.2)\n", "wasimatrix_itemscore26 (F8.2)\n", "wasimatrix_itemscore27 (F8.2)\n", "wasimatrix_itemscore28 (F8.2)\n", "wasimatrix_itemscore29 (F8.2)\n", "wasimatrix_itemscore30 (F8.2)\n", "qbasic_isfemale (F8.2)\n", "qbasic_age (F8.2)\n", "qbasic_ethnicity_white (F8.2)\n", "qbasic_ethnicity_nativeam (F8.2)\n", "qbasic_ethnicity_hispanic (F8.2)\n", "qbasic_ethnicity_hawaiianpac (F8.2)\n", "qbasic_ethnicity_black (F8.2)\n", "qbasic_ethnicity_eastasian (F8.2)\n", "qbasic_ethnicity_southasian (F8.2)\n", "qbasic_ethnicity_middleeastern (F8.2)\n", "qbasic_ethnicity_noneofthese (F8.2)\n", "qbasic_relationshipyn (F8.2)\n", "qbasic_relationshipyears (F8.2)\n", "qbasic_relationshipmonths (F8.2)\n", "calc_qbasic_rel_totalmonths (F8.2)\n", "qbasic_marriedyn (F8.2)\n", "qbasic_livingwithyn (F8.2)\n", "qbasic_straightyn (F8.2)\n", "qbasic_totalheightin (F8.2)\n", "qbasic_weightlbs (F8.2)\n", "qbasic_handednessa (F8.2)\n", "qbasic_handednessb (F8.2)\n", "qbasic_handednessc (F8.2)\n", "qbasic_handednessd (F8.2)\n", "qbasic_handednesse (F8.2)\n", "qbasic_hearingdeficityn (F8.2)\n", "qbasic_injuriesyn (F8.2)\n", "qbasic_exerciseyn (F8.2)\n", "qbasic_neurodisorderyn (F8.2)\n", "qmusic_singingyn (F8.2)\n", "qmusic_singinghours (F8.2)\n", "qmusic_singingtimes (F8.2)\n", "qmusic_danceyn (F8.2)\n", "qmusic_dancelevel (F8.2)\n", "qmusic_dancehours (F8.2)\n", "qmusic_instrumentyn (F8.2)\n", "qmusic_instrumentlevel (F8.2)\n", "qmusic_instrumenthours (F8.2)\n", "qmusic_gameyn (F8.2)\n", "qmusic_gamehoursall (F8.2)\n", "qmusic_gamehoursdrumsticks (F8.2)\n", "qmusic_drumsyn (F8.2)\n", "qmusic_drumhours (F8.2)\n", "qmusic_drumlevel (F8.2)\n", "qmusic_behaviors_07_yourself (F8.2)\n", "qmusic_behaviors_08_otherprs (F8.2)\n", "qmusic_behaviors_09_danceprv (F8.2)\n", "qmusic_behaviors_10_dancepub (F8.2)\n", "qmusic_behaviors_11_urgemove (F8.2)\n", "qmusic_behaviors_12_friendstaste (F8.2)\n", "qmusic_behaviors_13_sharingint (F8.2)\n", "qmusic_behaviors_14_getinterest (F8.2)\n", "bfi_item01 (F8.2)\n", "bfi_item02 (F8.2)\n", "bfi_item03 (F8.2)\n", "bfi_item04 (F8.2)\n", "bfi_item05 (F8.2)\n", "bfi_item06 (F8.2)\n", "bfi_item07 (F8.2)\n", "bfi_item08 (F8.2)\n", "bfi_item09 (F8.2)\n", "bfi_item10 (F8.2)\n", "bfi_item11 (F8.2)\n", "bfi_item12 (F8.2)\n", "bfi_item13 (F8.2)\n", "bfi_item14 (F8.2)\n", "bfi_item15 (F8.2)\n", "bfi_item16 (F8.2)\n", "bfi_item17 (F8.2)\n", "bfi_item18 (F8.2)\n", "bfi_item19 (F8.2)\n", "bfi_item20 (F8.2)\n", "bfi_item21 (F8.2)\n", "bfi_item22 (F8.2)\n", "bfi_item23 (F8.2)\n", "bfi_item24 (F8.2)\n", "bfi_item25 (F8.2)\n", "bfi_item26 (F8.2)\n", "bfi_item27 (F8.2)\n", "bfi_item28 (F8.2)\n", "bfi_item29 (F8.2)\n", "bfi_item30 (F8.2)\n", "bfi_item31 (F8.2)\n", "bfi_item32 (F8.2)\n", "bfi_item33 (F8.2)\n", "bfi_item34 (F8.2)\n", "bfi_item35 (F8.2)\n", "bfi_item36 (F8.2)\n", "bfi_item37 (F8.2)\n", "bfi_item38 (F8.2)\n", "bfi_item39 (F8.2)\n", "bfi_item40 (F8.2)\n", "bfi_item41 (F8.2)\n", "bfi_item42 (F8.2)\n", "bfi_item43 (F8.2)\n", "bfi_item44 (F8.2)\n", "qmusic_singinghours_nonzero (F8.2)\n", "qmusic_singingtimes_nonzero (F8.2)\n", "qmusic_dancehours_nonzero (F8.2)\n", "qmusic_instrumenthours_nonzero (F8.2)\n", "qmusic_drumhours_nonzero (F8.2)\n", "qmusic_behaviors_09_danceprv_nonzero (F8.2)\n", "qmusic_behaviors_10_dancepub_nonzero (F8.2)\n", "qmusic_gamehoursall_nonzero (F8.2)\n", "qmusic_gamehoursdrumsticks_nonzero (F8.2)\n", "qmusic_behaviors_07_yourself_ln1p (F8.2)\n", "qmusic_behaviors_08_otherprs_ln1p (F8.2)\n", "qmusic_behaviors_09_danceprv_ln1p (F8.2)\n", "qmusic_dancelevel_ln1p (F8.2)\n", "qmusic_dancelevel_tophalf (F8.2)\n", "order_iso500t1 (F8.2)\n", "order_iso800t1 (F8.2)\n", "order_iso500t2 (F8.2)\n", "order_iso800t2 (F8.2)\n", "order_phase500 (F8.2)\n", "order_phase800 (F8.2)\n", "order_linear500 (F8.2)\n", "order_linear800 (F8.2)\n", "order_isip500 (F8.2)\n", "order_isip800 (F8.2)\n", ".\n" ] } ], "source": [ "print('ALTER TYPE')\n", "print(' (F8.2)\\n'.join(others) + ' (F8.2)')\n", "print('.')\n", "\n", "# Oops - these aren't the values in the dfo_flat output. Need to do this there instead,\n", "# or import from the CSV I made there." ] }, { "cell_type": "code", "execution_count": 190, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "BFI item 1 (E)\n", "BFI item 2 (A)\n", "BFI item 3 (C)\n", "BFI item 4 (N)\n", "BFI item 5 (O)\n", "BFI item 6 (E)\n", "BFI item 7 (A)\n", "BFI item 8 (C)\n", "BFI item 9 (N)\n", "BFI item 10 (O)\n", "BFI item 11 (E)\n", "BFI item 12 (A)\n", "BFI item 13 (C)\n", "BFI item 14 (N)\n", "BFI item 15 (O)\n", "BFI item 16 (E)\n", "BFI item 17 (A)\n", "BFI item 18 (C)\n", "BFI item 19 (N)\n", "BFI item 20 (O)\n", "BFI item 21 (E)\n", "BFI item 22 (A)\n", "BFI item 23 (C)\n", "BFI item 24 (N)\n", "BFI item 25 (O)\n", "BFI item 26 (E)\n", "BFI item 27 (A)\n", "BFI item 28 (C)\n", "BFI item 29 (N)\n", "BFI item 30 (O)\n", "BFI item 31 (E)\n", "BFI item 32 (A)\n", "BFI item 33 (C)\n", "BFI item 34 (N)\n", "BFI item 35 (O)\n", "BFI item 36 (E)\n", "BFI item 37 (A)\n", "BFI item 38 (C)\n", "BFI item 39 (N)\n", "BFI item 40 (O)\n", "BFI item 41 (O)\n", "BFI item 42 (A)\n", "BFI item 43 (C)\n", "BFI item 44 (O)\n" ] } ], "source": [ "varlist = []\n", "for k, v in bfi_score.items():\n", " name = \"SCAL_bfi_item\" + str(k)\n", " factor = v['factor']\n", " label = \"BFI item {n} ({f})\".format(n=k, f=factor)\n", " return\n", "#bfi_vars" ] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.8" } }, "nbformat": 4, "nbformat_minor": 0 }