I am trying to encode a weekday_name column (str) in my dataframe to int. But I am getting the error The truth value of a Series is ambiguous. Use a.empty, a.bool(), a.item(), a.any() or a.all().
Could someone please help me understand why this error comes and what would be solution
Code I am trying with is:
def weekday_df(df):
if (data_semi['Weekday_Name'] == 'Monday'):
return 1
elif (data_semi['Weekday_Name'] == 'Tuesday'):
return 2
elif (data_semi['Weekday_Name'] == 'Wednesday'):
return 3
elif (data_semi['Weekday_Name'] == 'Thursday'):
return 4
elif (data_semi['Weekday_Name'] == 'Friday'):
return 5
elif (data_semi['Weekday_Name'] == 'Saturday'):
return 6
elif (data_semi['Weekday_Name'] == 'Sunday'):
return 7
data_semi['Weekday_Name'] = data_semi.apply(weekday_df, axis = 1)
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