[英]Conditional filter multiple columns python
I have 5 columns, each of them has 0's and 1's in each row.我有 5 列,每列的每一行都有 0 和 1。 I need to filter all those with '1' at once.
我需要一次过滤所有带有“1”的人。
I tried this but results in error:我尝试了这个但导致错误:
df_2 = df_1[df_1.columns[0:5] == 1]
ValueError: Item wrong length 2 instead of 111249
I believe you need any
if want filter at least one 1
per rows of filtered columns:我相信你需要
any
如果想要过滤每行过滤列至少一个1
:
df_2 = df_1[(df_1.columns[0:5] == 1).any(axis=1)]
Or all
if want filter all 1
per rows of filtered columns:或者如果想要过滤
all
过滤列的所有1
行:
df_2 = df_1[(df_1.columns[0:5] == 1).all(axis=1)]
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