Pandas Practice Set-1: Remove the second column of the diamonds Dataframe
Write a Pandas program to remove the second column of the diamonds Dataframe.
Sample Solution :
Python Code :
import pandas as pd
diamonds = pd.read_csv('https://raw.githubusercontent.com/mwaskom/seaborn-data/master/diamonds.csv')
print("Original Dataframe:")
print(diamonds.head())
print("\nRemove the second column of the said Dataframe:")
diamonds.drop('cut', axis=1, inplace=True)
print(diamonds.head())
Sample Output:
Original Dataframe: carat cut color clarity depth table price x y z 0 0.23 Ideal E SI2 61.5 55.0 326 3.95 3.98 2.43 1 0.21 Premium E SI1 59.8 61.0 326 3.89 3.84 2.31 2 0.23 Good E VS1 56.9 65.0 327 4.05 4.07 2.31 3 0.29 Premium I VS2 62.4 58.0 334 4.20 4.23 2.63 4 0.31 Good J SI2 63.3 58.0 335 4.34 4.35 2.75 Remove the second column of the said Dataframe: carat color clarity depth table price x y z 0 0.23 E SI2 61.5 55.0 326 3.95 3.98 2.43 1 0.21 E SI1 59.8 61.0 326 3.89 3.84 2.31 2 0.23 E VS1 56.9 65.0 327 4.05 4.07 2.31 3 0.29 I VS2 62.4 58.0 334 4.20 4.23 2.63 4 0.31 J SI2 63.3 58.0 335 4.34 4.35 2.75
Python Code Editor:
Have another way to solve this solution? Contribute your code (and comments) through Disqus.
Previous: Write a Pandas program to rename all the columns of the diamonds Dataframe.
Next: Write a Pandas program to remove multiple columns at once of the diamonds Dataframe.
What is the difficulty level of this exercise?
- Weekly Trends and Language Statistics
- Weekly Trends and Language Statistics