Pakistan Road Accident Analysis (50K Rows)

EDA and predictive modeling on a 50,000-row Pakistan road accident dataset.

What it does

Analyzes accident patterns, builds a severity prediction model, and uses SHAP for explainability.

Tech Stack

• Python, Jupyter Notebook

• • Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, SHAP

  • How to Run

  • 1. Clone the repo
    2. 2. Open analysis.ipynb in Jupyter

       3. 3. Run all cells

          4. Key Features

          5. • 50K row dataset EDA
             • • Accident severity classification
               • • SHAP feature importance
                 • • Pre-trained model: accident_severity_model.pkl