A spreadsheet is a grid of rows and columns used to organize numeric and text data. It allows complex calculations through the use of formulas in cells. Key components include worksheets, cells addressed by row and column labels, and two types of formulas - equation formulas using math operators and function formulas using predefined functions. Functions like SUM, AVERAGE, MIN, and MAX allow calculations on cell ranges.