Context
Multiple CSVs combined and standardized (role, level, region).
Process
Groupby summaries, boxplots, baseline regression and error checks.
Findings
Role-level bands, regional differences, and seniority uplift.
Salary Insights
Aggregated salaries by role/level and built a baseline predictor with clean visuals.
PandasStatistics
Role
EDAModel baselineReporting
Tools
PythonPandasscikit-learn
Outcome
- Baseline MAE within target
- Job-title mix summary