Pandas adding Time column to Date index

Question

I have a dataframe, Date index type is Timestamp, Time column is datetime.Time:

            Time  Value
Date
2004-05-01  0:15  3.58507  
20         


        

Answer 1

You can first convert column Time to_timedelta, then add to index, drop column Time and if necessary set index name:

df.Time = pd.to_timedelta(df.Time + ':00', unit='h')
df.index = df.index + df.Time
df = df.drop('Time', axis=1)
df.index.name = 'Date'
print (df)
                       Value
Date                        
2004-05-01 00:15:00  3.58507
2004-05-02 00:30:00  3.84625

If column Time is datetime.time for me works cast to string first (if necessary add :00):

df.Time = pd.to_timedelta(df.Time.astype(str), unit='h')
df.index = df.index + df.Time
df = df.drop('Time', axis=1)
df.index.name = 'Date'
print (df)
                       Value
Date                        
2004-05-01 00:15:00  3.58507
2004-05-02 00:30:00  3.84625