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@phobson
Created January 12, 2013 18:07
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inline pandas styes
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{
"metadata": {
"name": "SO Examples"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
" import numpy as np\n",
" import pandas as pd\n",
" import matplotlib.pyplot\n",
" \n",
" fig, ax = plt.subplots()\n",
" pd.Series(randn(100)).cumsum().plot(ax=ax, color='forestgreen')\n",
" pd.Series(randn(100)).cumsum().plot(ax=ax, color='red')"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "pyout",
"prompt_number": 3,
"text": [
"<matplotlib.axes.AxesSubplot at 0x105162d90>"
]
},
{
"output_type": "display_data",
"png": 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Dl/YPcFVZtIjNbvnTT2xe7+7dATc3RLi4sJa+m5vSj2kykMzUNbZ0CMWiKYqF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\n"
}
],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}
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