along12-blessing/nigeria-job-market-analysis

# Nigeria Job Market Analysis A machine learning project that analyzes the Nigerian job market using synthetic data. ## Project Structure - `job_market.py` - Generates data, cleans it, trains Random Forest model - `nigeria_job.py` - Compares Decision Tree vs Random Forest ## How to Run 1. Install dependencies: ``` pip install -r requirements.txt ``` 2. Run the analysis: ``` python job_market.py ``` ## Models Used - Random Forest Regressor - Decision Tree Regressor ## Target Predict **Salary** based on Industry and Years of Experience