Unemployment Analysis with Python

This repository contains the implementation for Task 2 of the CodeAlpha Data Science Internship.

Project Overview

An exploratory data analysis (EDA) project analyzing unemployment rate trends, seasonal variations, and the economic impact of the COVID-19 pandemic across different regions.

Key Insights

• Pandemic Surge: A significant spike in unemployment rates occurred between March 2020 and July 2020 corresponding to peak pandemic restrictions.
• Regional Variations: Analyzed regional distributions to identify areas most impacted by employment downturns.

Visualizations

• unemployment_trend.png: Time-series view showing baseline vs pandemic surge.
• regional_unemployment.png: Comparison of average unemployment across regions.

How to Run

1. Install dependencies: pip install -r requirements.txt
2. Execute the script: python app.py