Pandas Practice Set-1: Summarize only 'object' columns of the diamonds Dataframe
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.
Python Code Editor:
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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.
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