Extract Rows of pandas DataFrame by Indices in Python (Example Code)

This tutorial shows how to extract pandas DataFrame rows by indices in Python.

Creation of Example Data

import pandas as pd                                         # Load pandas
my_df = pd.DataFrame({'A':['x', 'y', 'x', 'y', 'x', 'y'],  # Construct example DataFrame
                      'B':['A', 'B', 'C', 'D', 'E', 'F'],
                      'C':['a', 'a', 'a', 'b', 'b', 'b']})
print(my_df)                                               # Display example DataFrame in console
#    A  B  C
# 0  x  A  a
# 1  y  B  a
# 2  x  C  a
# 3  y  D  b
# 4  x  E  b
# 5  y  F  b

Example: Select Certain Rows of pandas DataFrame by Index Position

print(my_df.iloc[[0, 3, 5]])
#    A  B  C
# 0  x  A  a
# 3  y  D  b
# 5  y  F  b

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