data_validator.py

Instead of just a basic script that drops missing rows, this template is designed to act as an automated audit report. It scans a raw dataset, detects common production data anomalies (like mixed data types, chaotic datetimes, and hidden text corruption), outputs a clean file, and prints a professional terminal report.