J.V

Jathushan Varnakulasingam

Visualizing Student Marks with Python & Matplotlib
Data Visualization 4 min read Jun 2025

Visualizing Student Marks with Python & Matplotlib

A simple marks evaluation tool that turns student scores into meaningful graphs and insights.

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Data is useless without visualization. This tool helps teachers quickly understand class performance.

Features

Input a CSV of student marks. The script generates histograms of score distribution, bar charts for individual performance, and pie charts for pass/fail ratios.

Libraries

Pandas is used for data manipulation, and Matplotlib provides the plotting capabilities. It produces high-quality PNGs ready for reports.

Technologies Analyzed

Python Pandas Matplotlib Data Analysis

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Jathushan Varnakulasingam | Full-Stack Developer & AI Enthusiast