When I display a cell from a dataframe, I get
df[df.a==1]['b']
Out[120]:
0 2
Name: b, dtype: int64
However, when I want to convert it to string, I get
str(df[df.a==1]['b'])
Out[124]: '0 2\nName: b, dtype: int64'
How do I just print the value without dtype
and the name without string manipulations?
Just do the following, what is returned is a pandas Series so you need to acess either the values
or the name
attribute:
In [2]:
df = pd.DataFrame({'a':np.arange(5), 'b':np.random.randn(5)})
df
Out[2]:
a b
0 0 -1.795051
1 1 1.579010
2 2 1.908378
3 3 1.814691
4 4 -0.470358
In [16]:
type(df[df['a']==2]['b'])
Out[16]:
pandas.core.series.Series
In [9]:
df[df['a']==2]['b'].values[0]
Out[9]:
1.9083782154318822
In [15]:
df.loc[df['a']==2,'b'].name
Out[15]:
'b'
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