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August 15, 2018 19:48
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Get the frequency of the values on a Data Frame column
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 43, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"vegan 4\n", | |
"not vegan 3\n", | |
"Name: Eats, dtype: int64" | |
] | |
}, | |
"execution_count": 43, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"import numpy as np\n", | |
"import pandas as pd\n", | |
"\n", | |
"info = {\n", | |
" 'People' : ['John','Mary','Jordan','Patty','Bruce','Bob','Helena'],\n", | |
" 'Eats' : ['vegan','vegan','not vegan','vegan','not vegan','vegan','not vegan']\n", | |
"}\n", | |
"\n", | |
"columns = ['People','Eats']\n", | |
"\n", | |
"df = pd.DataFrame(info, columns=columns)\n", | |
"\n", | |
"df.Eats.value_counts()" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.6.5" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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