Welcome to OStack Knowledge Sharing Community for programmer and developer-Open, Learning and Share
Welcome To Ask or Share your Answers For Others

Categories

0 votes
190 views
in Technique[技术] by (71.8m points)

python - What's the best way to sum all values in a Pandas dataframe?

I figured out these two methods. Is there a better one?

>>> import pandas as pd
>>> df = pd.DataFrame({'A': [5, 6, 7], 'B': [7, 8, 9]})
>>> print df.sum().sum()
42
>>> print df.values.sum()
42

Just want to make sure I'm not missing something more obvious.

See Question&Answers more detail:os

与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
Welcome To Ask or Share your Answers For Others

1 Answer

0 votes
by (71.8m points)

Updated for Pandas 0.24+

df.to_numpy().sum()

Prior to Pandas 0.24+

df.values

Is the underlying numpy array

df.values.sum()

Is the numpy sum method and is faster


与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
Welcome to OStack Knowledge Sharing Community for programmer and developer-Open, Learning and Share
Click Here to Ask a Question

...