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https://github.com/riakjam/covid-19


https://github.com/riakjam/covid-19

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# covid-19
# 🌍 COVID-19 Global Data Analysis

![Python Version](https://img.shields.io/badge/python-3.6%2B-blue)
![License](https://img.shields.io/badge/license-MIT-green)

A data analysis project examining COVID-19 case trends, mortality rates, and vaccination progress across six countries.

## 📌 Project Overview
This project analyzes the Our World in Data COVID-19 dataset to compare pandemic progression in:
- Kenya
- United States
- India
- Brazil
- United Kingdom
- Germany

## 🎯 Objectives
1. Track COVID-19 case and death trajectories
2. Compare vaccination rollout effectiveness
3. Calculate country-specific mortality rates
4. Visualize global case distribution
5. Identify key differences in national responses

## 🛠️ Technical Stack
### Core Libraries
- `pandas` - Data manipulation
- `matplotlib` - Basic visualizations
- `seaborn` - Enhanced statistical plots
- `plotly` - Interactive maps

### Data Source
[Our World in Data COVID-19 Dataset](https://github.com/owid/covid-19-data)

## 🚀 Installation & Usage
```bash
# Clone repository
git clone https://github.com/RiakJam/covid-19.git

# Navigate to project
cd covid-19

# Install dependencies
pip install -r requirements.txt

# Run analysis
python3 covid_19.py