Exploring Correlation Between Unemployment and Crime Rates in G7 Countries
- Investigated the causal and temporal relationship between unemployment and crime for G7 nations.
- Systematized Python ETL pipeline (Pandas) to automate extraction/cleaning of 20 years of World Bank data, resolving missing values (30% imputed) and schema shifts.
- Formulated lagged variables (1-5yr unemployment trends) with structured storage (SQLite), uncovering key socioeconomic insights.
October 2023 - February 2024