Get List of Column Names Grouped by Data Type in Python (Example) | to_series() & groupby() Function

Published: 23 December 2022
on channel: Statistics Globe

How to return a list of column names grouped by the type of the column in the Python programming language. More details: https://statisticsglobe.com/get-list-...
Python code of this video:

import pandas as pd # Import pandas library in Python

data = pd.DataFrame({'x1':['a', 'b', 'c', 'd', 'e'], # Create example DataFrame
'x2':range(6, 1, - 1),
'x3':[2, 5, 5, 8, 3],
'x4':['x', 'x', 'x', 'x', 'x'],
'x5':range(1, 6)})
print(data) # Print example DataFrame

print(data.columns.to_series().groupby(data.dtypes).groups)
{int64: ['x2', 'x3', 'x5'], object: ['x1', 'x4']}

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