Projects
SF Employee Compensation Analysis (2011–2019)
This project analyzes salary, benefit, and overtime patterns among San Francisco city employees from 2011–2019. Using Python for data cleaning and SQLite for analysis, it explores benefit growth, overtime-heavy roles, and compensation differences between employment types.