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parente/panel_to_frame.ipynb

Created February 29, 2016 22:03
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panel_to_frame.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"'0.16.2'"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pd.__version__"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"'1.9.3'"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"np.__version__"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"panel = pd.Panel(np.random.randn(100, 60, 4) < 0.25)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
{
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" <td>False</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
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" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
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" <td>True</td>\n",
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" <td>False</td>\n",
" <td>True</td>\n",
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" <td>False</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
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" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
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" <td>True</td>\n",
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" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
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" <td>True</td>\n",
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" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>...</td>\n",
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" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
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" <td>False</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
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" <td>True</td>\n",
" <td>True</td>\n",
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" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
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" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
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" <td>...</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
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" <tr>\n",
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" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
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" <td>False</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
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" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
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" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>...</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
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" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
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" <td>True</td>\n",
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" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
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" <td>True</td>\n",
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" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
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" <td>True</td>\n",
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" <td>True</td>\n",
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" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
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" <td>True</td>\n",
" <td>True</td>\n",
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" <td>True</td>\n",
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" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
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" <td>True</td>\n",
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" <td>False</td>\n",
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" <td>False</td>\n",
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" <td>True</td>\n",
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" <td>True</td>\n",
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" <td>True</td>\n",
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" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
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" <td>True</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
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" <td>False</td>\n",
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" <td>True</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
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" <td>True</td>\n",
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" <td>False</td>\n",
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" <td>False</td>\n",
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" <td>True</td>\n",
" <td>True</td>\n",
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" <td>False</td>\n",
" <td>True</td>\n",
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" <td>True</td>\n",
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" <td>False</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
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" </tr>\n",
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"</div>"
],
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" 0 1 2 3 4 5 6 7 8 \\\n",
"major minor \n",
"0 0 False True False False True False True True False \n",
" 1 False False True False True True False False True \n",
" 2 True False False False True True True True False \n",
" 3 True True False True False False True True True \n",
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"2 0 True False True True False False False True True \n",
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" 3 False True False True True False False True False \n",
"3 0 False False True True False True True True False \n",
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"4 0 False True True False True True True False False \n",
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"5 0 True False True True True False False False True \n",
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"7 0 False True False False True False True True True \n",
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"... ... ... ... ... ... ... ... ... ... \n",
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"58 0 False True True True False True True False True \n",
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" 3 True True False False True True True False True \n",
"59 0 False True False True True True False False True \n",
" 1 False True True True True False True False False \n",
" 2 True True False True True False True False False \n",
" 3 False False False False False True False False True \n",
"\n",
" 9 ... 90 91 92 93 94 95 96 \\\n",
"major minor ... \n",
"0 0 True ... False True False False True True True \n",
" 1 True ... False True False True True True True \n",
" 2 True ... True False False False True False True \n",
" 3 True ... True True True False False False False \n",
"1 0 True ... True False False True True False False \n",
" 1 True ... True True False False True False False \n",
" 2 True ... False False True True True False False \n",
" 3 False ... False True False False True True True \n",
"2 0 True ... True True True False False True False \n",
" 1 True ... True True True False False False True \n",
" 2 True ... True False False True True True False \n",
" 3 False ... False False False False True True True \n",
"3 0 False ... True True True True False False True \n",
" 1 False ... False True True True False True True \n",
" 2 True ... True True True True True True False \n",
" 3 True ... True False False True True True True \n",
"4 0 True ... True True True True True False False \n",
" 1 False ... False False True False True True False \n",
" 2 True ... False True True False False True False \n",
" 3 True ... True False False False True True True \n",
"5 0 False ... True True True True False True False \n",
" 1 True ... True True True True True False True \n",
" 2 True ... True True True False True True True \n",
" 3 True ... False False True False True True False \n",
"6 0 True ... False False False False True True True \n",
" 1 False ... False False False True True True False \n",
" 2 True ... False True False True False False True \n",
" 3 True ... False False True True True True True \n",
"7 0 True ... True True False True True False True \n",
" 1 True ... True True True False True True True \n",
"... ... ... ... ... ... ... ... ... ... \n",
"52 2 True ... False True True False True True False \n",
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"53 0 False ... False True True True True True True \n",
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" 3 True ... False True True False True True True \n",
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" 1 False ... True False False False True False False \n",
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" 3 True ... False False False False True False False \n",
"55 0 False ... False False False False False True True \n",
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" 2 True ... True False True True True True False \n",
" 3 False ... True True False False False True True \n",
"56 0 True ... True True True True True False True \n",
" 1 True ... True True True True True False False \n",
" 2 False ... False False True False False True False \n",
" 3 True ... True False False False False False True \n",
"57 0 False ... False True True False True True False \n",
" 1 True ... True True True False True False True \n",
" 2 True ... True True False True True False True \n",
" 3 True ... True False True True True False True \n",
"58 0 True ... False True False True False True True \n",
" 1 False ... False False False True True True True \n",
" 2 True ... True False True True True False True \n",
" 3 False ... True True True False True False True \n",
"59 0 True ... True True True True False True True \n",
" 1 False ... True True True True False True True \n",
" 2 True ... True True True False True False True \n",
" 3 False ... False False True True True True True \n",
"\n",
" 97 98 99 \n",
"major minor \n",
"0 0 True True False \n",
" 1 False True True \n",
" 2 True False True \n",
" 3 True True True \n",
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" 1 True False True \n",
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" 3 True False True \n",
"2 0 True True False \n",
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" 2 False False False \n",
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" 2 False True True \n",
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"4 0 True False True \n",
" 1 False False False \n",
" 2 True False True \n",
" 3 True True False \n",
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" 1 False True True \n",
" 2 True True True \n",
" 3 True True False \n",
"6 0 True True True \n",
" 1 True True True \n",
" 2 False True True \n",
" 3 True False False \n",
"7 0 False False False \n",
" 1 True False True \n",
"... ... ... ... \n",
"52 2 False True True \n",
" 3 True True False \n",
"53 0 True False True \n",
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" 2 False True False \n",
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"54 0 False True True \n",
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"55 0 False False True \n",
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"56 0 False True True \n",
" 1 False True True \n",
" 2 True True True \n",
" 3 True True True \n",
"57 0 True False False \n",
" 1 True True True \n",
" 2 True False True \n",
" 3 True True True \n",
"58 0 True True False \n",
" 1 False False False \n",
" 2 True True True \n",
" 3 True True False \n",
"59 0 True True True \n",
" 1 True False True \n",
" 2 False True False \n",
" 3 True True False \n",
"\n",
"[240 rows x 100 columns]"
]
},
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],
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{
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