Pandas Practice Set-1: Read rows in positions 0 through 4 (exclusive) and all columns of diamonds DataFrame

Last update on May 03 2025 13:08:28 (UTC/GMT +8 hours)

57. Read Rows in Positions 0 Through 4 (Exclusive) and All Columns

Write a Pandas program to read rows in positions 0 through 4 (exclusive) and all columns of 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("\nRows in positions 0 through 4 (exclusive) and all columns :")
print(diamonds.iloc[0:5, :])

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

Rows in positions 0 through 4 (exclusive) and all columns :
   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

For more Practice: Solve these Related Problems:

Write a Pandas program to use iloc to read rows 0 to 3 (excluding row 4) and all columns from the diamonds DataFrame.
Write a Pandas program to extract a subset of rows from position 0 up to but not including 4 and display all columns.
Write a Pandas program to slice the diamonds DataFrame for rows 0,1,2,3 and print the resulting DataFrame.
Write a Pandas program to load the diamonds CSV and select rows 0 to 3 using iloc, then verify the result by printing the shape.

Go to:

Previous: Write a Pandas program to read rows in positions 0 through 4, columns in positions 1 through 4 of diamonds DataFrame.
Next: Write a Pandas program to read rows 2 through 5 (inclusive), columns in positions 0 through 2 (exclusive) of diamonds DataFrame.

Python Code Editor:

Have another way to solve this solution? Contribute your code (and comments) through Disqus.