This repository contains Python code for analyzing and processing the Case Western Reserve University Bearing Dataset. The code includes functionalities for loading, filtering, and classifying bearing vibration data to facilitate fault diagnosis in rotating machinery. Key features include data extraction, fault classification, and preprocessing.