Created
February 18, 2021 14:20
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# Convert Date to respective day name | |
df['Date'] = (df['Date']).astype('datetime64[D]') | |
# convert Date to day name | |
df['old_day'] = df['Date'].dt.day_name() | |
df['old_date'] = pd.to_datetime(df['Date']).dt.date | |
df['new_date'] = pd.to_datetime(df['old_date']).dt.date | |
# increase day by 1 if Sunday and by 2 if Saturday | |
df.loc[df['old_day'] == 'Sunday', 'new_date'] = df['old_date'] + pd.tseries.offsets.DateOffset(days=1) | |
df.loc[df['old_day'] == 'Saturday', 'new_date'] = df['old_date'] + pd.tseries.offsets.DateOffset(days=2) | |
df['new_date'] = pd.to_datetime(df['new_date']).dt.date | |
df['new_day'] = df['new_date'].astype('datetime64[D]').dt.day_name() | |
# Print the dataframe | |
print(tabulate(df[['old_date', 'old_day', 'new_date', 'new_day']], headers = 'keys', tablefmt = 'psql')) |
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