Created
September 7, 2020 15:01
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Unique Turnstile Analysis
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"UNIT SCP \n", | |
"R001 00-00-00 1\n", | |
"R273 00-00-01 1\n", | |
" 00-00-00 1\n", | |
"R272 01-06-02 1\n", | |
" 01-06-01 1\n", | |
" ..\n", | |
"R112 01-06-01 1\n", | |
" 01-06-00 1\n", | |
" 01-05-01 1\n", | |
"R113 00-00-04 1\n", | |
"R572 01-03-04 1\n", | |
"Name: STATION, Length: 4945, dtype: int64" | |
] | |
}, | |
"execution_count": 4, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"df.groupby(['UNIT','SCP'])['STATION'].nunique().sort_values() \n", | |
"#checking combination of 'UNIT' and 'SCP' is unique to each station,implying each combination refers to a unique turnstile" | |
] | |
} | |
], | |
"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": "3.8.3" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 4 | |
} |
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