Created
October 19, 2020 15:40
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| In [2]: weekly_sales_df = sales_data[['Store', | |
| ...: 'Date', | |
| ...: 'Weekly_Sales']].groupby(['Store', | |
| ...: 'Date']).agg({'Weekly_Sales':'sum'}) | |
| In [3]: weekly_sales_df.reset_index(inplace=True) | |
| In [4]: weekly_sales_df['Date']= pd.to_datetime(weekly_sales_df['Date']) | |
| In [5]: weekly_sales_df = weekly_sales_df.sort_values(by='Weekly_Sales',ascending=False) | |
| In [6]: weekly_sales_df['row num'] = weekly_sales_df.groupby(['Store']).cumcount()+1 | |
| In [7]: weekly_sales_df[weekly_sales_df['Store']==1].sort_values(by='Weekly_Sales',ascending=False) | |
| Out[7]: | |
| Store Date Weekly_Sales row num | |
| 112 1 2010-12-24 2387950.20 1 | |
| 107 1 2011-12-23 2270188.99 2 | |
| 117 1 2011-11-25 2033320.66 3 | |
| 122 1 2010-11-26 1955624.11 4 | |
| 25 1 2012-06-04 1899676.88 5 | |
| .. ... ... ... ... | |
| 111 1 2010-09-24 1351791.03 139 | |
| 102 1 2010-10-22 1345454.00 140 | |
| 95 1 2011-01-21 1327405.42 141 | |
| 123 1 2012-01-27 1319325.59 142 | |
| 128 1 2011-01-28 1316899.31 143 | |
| [143 rows x 4 columns] |
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