Problem 1: Apply One-Hot Encoding to a Column

Problem Description

Write a Python program that applies One-Hot Encoding to a "color" column in a DataFrame using pd.get_dummies(), and prints the resulting DataFrame.

Input

A DataFrame with a "color" column containing at least 3 unique category values.

Output

The DataFrame with the "color" column replaced by one-hot encoded binary columns.

Constraints

• None specific.

Example Input

text
{"color": ["Red", "Blue", "Green", "Red"]}

Example Output

text
   color_Blue  color_Green  color_Red
0       False        False       True
1        True        False      False
2       False         True      False
3       False        False       True

Concepts Covered

pd.get_dummies().