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https://github.com/yosrak5/covid19_analysis


https://github.com/yosrak5/covid19_analysis

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# COVID19_Analysis

## Project Overview

This project analyzed COVID-19 data from Our World in Data, focusing on confirmed cases, deaths, vaccinations, and socio-economic indicators. Data was processed using SQL, and insights were visualized with a Tableau dashboard.

## Tools Used

- SQL: For data extraction, cleaning, and transformation.
- SQL Server Management Studio (SSMS): For database management and data exploration.
- Tableau: To create interactive dashboards with key insights.
- Excel: Initial data format for exploration.

## Data Exploration
Using SQL, the dataset was structured into tables for confirmed cases, deaths, and vaccinations. Key metrics like total cases, deaths, and vaccination rates were analyzed. Comparative analyses, such as case-to-death ratios by country, were also conducted.

## Tableau Dashboard
The dashboard visualizes:

Total cases, deaths, and vaccines administered
Trends by region over time
Key Performance Indicators (KPIs) for global COVID-19 impact.
## Conclusion
This project provided valuable insights into COVID-19's impact by combining data analysis in SQL and dynamic visualizations in Tableau, offering a comprehensive overview of the pandemic's effects.