Microsoft Excel is a spreadsheet application that allows users to enter and organize data into columns and rows, perform calculations with formulas, and visualize data through graphs and charts. It consists of worksheets where data is entered into cells that are organized by columns and rows. Common functions include formatting cells, filtering and sorting data, and using formulas to analyze data through calculations and pivot tables to examine relationships between variables.