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@cpcloud
Created September 21, 2013 13:35
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Plotting Bar/Line Weirdness
{
"metadata": {
"name": ""
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"s = Series(randn(5), index=date_range('20010101', periods=5)).abs()"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 8
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"s"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 9,
"text": [
"2001-01-01 1.016\n",
"2001-01-02 0.798\n",
"2001-01-03 1.800\n",
"2001-01-04 0.565\n",
"2001-01-05 0.985\n",
"Freq: D, dtype: float64"
]
}
],
"prompt_number": 9
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# line first\n",
"ax = s.plot()\n",
"s.plot(ax=ax, kind='bar')\n",
"ax.get_figure().autofmt_xdate()"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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a/4EHHkBlZSXq6+sxdepU9OzZ09tR2qQt+Q8cOIDBgwdDr9fD6XTCYDDAZDJ5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\nAAAASUVORK5CYII=\n",
"text": [
"<matplotlib.figure.Figure at 0x700e250>"
]
}
],
"prompt_number": 14
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"# bar first\n",
"ax = s.plot(kind='bar')\n",
"s.plot(ax=ax)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "pyout",
"prompt_number": 16,
"text": [
"<matplotlib.axes.AxesSubplot at 0x7029950>"
]
},
{
"metadata": {},
"output_type": "display_data",
"png": 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"text": [
"<matplotlib.figure.Figure at 0x7029ed0>"
]
}
],
"prompt_number": 16
}
],
"metadata": {}
}
]
}
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