Microsoft Office Excel is a computer program used to enter, analyze, and present quantitative data. It allows users to organize data into spreadsheets and tables, add formulas and functions, and visualize data through charts and graphs. Excel provides various tools for formatting, filtering, validating, and developing applications with defined names and data validation rules.