This repository documents the practice of data analysis and visualization using the pandas and matplotlib libraries. The primary goal of this repository is to systematically record the processes of data preprocessing, statistical analysis, and deriving insights through graphical representations. Additionally, the focus was placed on handling various datasets to repeatedly practice analysis techniques and visualization methods to enhance proficiency.