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balzer82/21306Waehler.ipynb

Created June 8, 2015 12:42
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Die 21306 Wähler von Tatjana Festerling im Portrait (Statistisch)
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21306Waehler.ipynb
{
"cells": [
{
"cell_type": "markdown",
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"source": [
"# Die 21306 Wähler von Tatjana Festerling im Portrait\n",
"\n",
"Quelle: http://michaelbittner.info/2015/06/07/die-21306-waehler-von-tatjana-festerling-im-portrait/"
]
},
{
"cell_type": "code",
"execution_count": 107,
"metadata": {
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"source": [
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"'''"
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},
{
"cell_type": "code",
"execution_count": 108,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"s = ''.join(data.split('\\n'))"
]
},
{
"cell_type": "code",
"execution_count": 109,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"21306"
]
},
"execution_count": 109,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(s)"
]
},
{
"cell_type": "code",
"execution_count": 110,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"%matplotlib inline\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 111,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"anz = {}\n",
"for i in range(10):\n",
" anz[i] = s.count(str(i))"
]
},
{
"cell_type": "code",
"execution_count": 112,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"df = pd.DataFrame(index=anz.keys(), data=anz.values(), columns=['Anzahl'])"
]
},
{
"cell_type": "code",
"execution_count": 113,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"df['%'] = df.Anzahl.apply(lambda x: x*100.0/df.Anzahl.sum())"
]
},
{
"cell_type": "code",
"execution_count": 114,
"metadata": {
"collapsed": false
},
"outputs": [
{
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],
"text/plain": [
"<matplotlib.figure.Figure at 0x10abc3850>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"df.Anzahl.plot(kind='bar', logy=False, title=u'Die 21306 Wähler von Tatjana Festerling im Portrait', rot=0, figsize=(8,4))\n",
"for i, p in enumerate(df['%'].values):\n",
" plt.text(i, df.Anzahl.values[i]+1000, '%.2f%%' % p, ha='center')\n",
"plt.savefig('/Users/paul/Downloads/21306.png', dpi=150)"
]
}
],
"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": "2.7.9"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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