Week 4 Assignment

Pandas and Matplotlib — Assignment Pack

Use these tasks for classwork, homework, lab practice, or portfolio evidence.

Tasks

Load a CSV file and print top 5 rows, bottom 5 rows, shape, and columns.
Replace missing values in one column and drop rows with too many nulls.
Create a bar chart and a histogram from sample data.

Submission checklist

Clean code with comments
Input and output samples
One short explanation paragraph
One reflection: what was easy and what was difficult

Teacher note

Encourage students to explain their reasoning. Even in beginner weeks, clarity matters as much as code correctness.