Task 3 Data Analysis project (!1) · Merge requests · Vemuri priya / Tasks · GitLab

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Vemuri priya requested to merge Task3 into main May 09, 2026

Description

Implemented Task 3 for practicing data analysis using Google Colab and Jupyter Notebook concepts.

Completed Tasks

Loaded CSV dataset using Pandas
Previewed dataset using .head()
Inspected dataset using .info() and .describe()
Checked and handled missing values using fillna()
Filtered student records based on marks
Sorted dataset using sort_values()
Created visualizations using Matplotlib and Seaborn

Visualizations Added

Bar Chart for average subject marks
Scatter Plot for Maths vs Science marks
Pie Chart for attendance distribution

Files Added

students.csv
Task3_Data_Analysis.ipynb
README.md

Tools & Technologies Used

Python
Google Colab
Pandas
Matplotlib
Seaborn
Git & GitLab

Outcome

Successfully performed basic data loading, cleaning, analysis, filtering, sorting, and visualization in a Jupyter Notebook environment.