Is there a pandas function to display the first/last n columns, as in .head() & .tail()?
No, such methods are not supplied by Pandas, but it is easy to make these methods yourself:
import pandas as pd
def front(self, n):
return self.iloc[:, :n]
def back(self, n):
return self.iloc[:, -n:]
pd.DataFrame.front = front
pd.DataFrame.back = back
df = pd.DataFrame(np.random.randint(10, size=(4,10)))
So that now all DataFrame would possess these methods:
In [272]: df.front(4)
Out[272]:
0 1 2 3
0 2 5 2 8
1 9 9 1 3
2 7 0 7 4
3 8 3 9 2
In [273]: df.back(3)
Out[273]:
7 8 9
0 3 2 7
1 9 9 4
2 5 7 1
3 3 2 5
In [274]: df.front(4).back(2)
Out[274]:
2 3
0 2 8
1 1 3
2 7 4
3 9 2
If you put the code in a utility module, say, utils_pandas.py
, then you can activate it with an import statement:
import utils_pandas
Transpose it to use head and go back
df.T.head().T
to avoid index slicing or custom methods.