Analysis work related to Excel includes data manipulation, data analysis, data mining, trend analysis, forecasting with statistical models, and financial analysis. It includes creating and updating spreadsheets, sorting and filtering data, using formulas and functions, and generating reports and charts. It also involves using advanced features such as pivot tables, macros, and data validation.