My dataframe look like this:
Close Volume Dividends
Date
2014-08-07 14.21 4848000 0.00
2014-08-08 13.95 5334000 0.00
2014-08-11 14.07 4057000 0.00
2014-08-12 14.13 2611000 0.00
2014-08-13 14.15 3743000 0.28
... ... ... ...
2020-08-03 19.45 7352600 0.00
2020-08-04 19.69 4250500 0.00
2020-08-05 19.83 3414080 0.00
2020-08-06 20.40 6128100 0.00
2020-08-07 20.60 8295000 0.00
I like to output the closing price for the last day of each year. I tried the following:
df = df.groupby(df.index.year)['Close'].tail(1)
Date
2014-12-31 16.39
2015-12-31 13.67
2016-12-30 14.78
2017-12-29 21.83
2018-12-31 21.64
2019-12-31 25.00
2020-08-07 20.60
I want the output to be:
Date
2014 16.39
2015 13.67
2016 14.78
2017 21.83
...
Any help would be very much appreciated. Many Thanks!
Try with last
df = df.groupby(df.index.year)['Close'].last()