Deportation Data Analysis

Setup

Create a virtual environment and install dependencies:

pip install -r requirements.txt

Project Structure

This project follows the HRDAG principled data processing framework. Each processing step has its own directory with src/, input/, output/, hand/, and frozen/ subdirectories to ensure reproducibility and data lineage.

Usage

Run the complete pipeline:

make all

Or run individual steps:

make convert    # Excel to Parquet conversion
make dedupe     # Deduplication
make wrangle    # Add facility/county data
make kq1        # Citizenship analysis by AOR
make kq2        # Accelerated deportation analysis