Map Algebra is a framework used in spatial analysis for performing cell-based calculations on raster data sets, allowing the manipulation of spatial information through mathematical operations. It enables the integration, transformation, and analysis of spatial data to derive meaningful insights and patterns within a geographic information system (GIS).