# 🌍 World Bank Africa Analytics
## Project Overview
An end-to-end data analytics and machine learning project built using World Bank development indicators.
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## Tech Stack
- Python
- Pandas
- NumPy
- PostgreSQL
- SQL
- Scikit-Learn
- Matplotlib
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## Pipeline
World Bank API
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Data Cleaning
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Feature Engineering
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PostgreSQL
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SQL Analytics
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Machine Learning
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Prediction
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## Machine Learning
Model:
- Linear Regression
Target:
- GDP
Features:
- Population
- Inflation
- Poverty
- Unemployment
- Literacy
- Life Expectancy
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## Author
Owen Darry