[英]Selecting a subset of a Pandas DataFrame
I have the following DateFrame: 我有以下DateFrame:
record_id month day year plot species sex wgt
33320 33321 1 12 2002 1 DM M 44
33321 33322 1 12 2002 1 DO M 58
... ... ... ... ... ... ... ... ...
I want to display columns from year to wgt with values equal 27. I have done it on two lines: 我想显示从年到wgt等于27的列。我已经在两行上完成了它:
df_slice = df[df.year == 27]
df_slice = df_slice.ix[:,'year':]
Is there any way to reduce it to one line? 有什么办法可以减少到一行吗?
Is there any way to reduce it to one line? 有什么办法可以减少到一行吗?
You can easily combine the 2 lines into 1: 您可以轻松地将2行合并为1:
df_slice = df[df.year == 27].ix[:,'year':]
print (df.ix[df.year == 27, 'year':])
Sample (value 2001
was added): 样本(添加了值2001
):
print (df)
record id month day year plot species sex wgt
0 33320 33321 1 12 2001 1 DM M 44
1 33321 33322 1 12 2002 1 DO M 58
print (df.ix[df.year == 2001, 'year':])
year plot species sex wgt
0 2001 1 DM M 44
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