Next, I imported the extracted data into Microsoft Excel to perform data cleansing, manipulation, and aggregation. Excel's powerful functionalities enabled me to clean and structure the data, calculate job and salary statistics, and create meaningful visualizations. Using pivot tables, charts, and conditional formatting, I analyzed factors such as salary ranges, distribution by job roles, skill requirements, and geographical trends.