Pandas Practice Set-1: Summarize only 'object' columns of the diamonds Dataframe

Last update on May 03 2025 13:02:33 (UTC/GMT +8 hours)

6. Summarize Only 'Object' Columns

Write a Pandas program to summarize only 'object' columns 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("Summarize of 'object' columns:")
print(diamonds.describe(include=['object']))

Sample Output:

Summarize of 'object' columns:
          cut  color clarity
count   53940  53940   53940
unique      5      7       8
top     Ideal      G     SI1
freq    21551  11292   13065

For more Practice: Solve these Related Problems:

Write a Pandas program to display descriptive statistics for all object-type columns in the diamonds DataFrame.
Write a Pandas program to filter the diamonds DataFrame to only object columns and summarize their unique values and counts.
Write a Pandas program to generate a summary of the object columns including count, unique, top, and frequency.
Write a Pandas program to isolate object columns from the diamonds DataFrame and print their info and descriptive statistics.

Go to:

Previous: Write a Pandas program to find the number of rows and columns and data type of each column of diamonds Dataframe.
Next: Write a Pandas program to rename two of the columns of the diamonds Dataframe.

Python Code Editor:

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