Data & Analytics
Data analysis, BI, visualization, datasets, statistics, and ML workflows
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R MCMCpack package for MCMC sampling. Use for Markov Chain Monte Carlo methods and Bayesian inference.
R statistical packages for Bayesian analysis, optimization, and finance. Use for MCMC (Stan, JAGS), linear programming, portfolio analysis, and quantitative finance.
R sf package for simple features. Use for vector spatial data - points, lines, polygons, and geometric operations.
R rgeos package for geometry operations. Use for geometric operations on spatial data (deprecated, use sf).
R rgdal package for geospatial data. Use for reading/writing spatial data formats (deprecated, use sf/terra).
R maptools package for spatial data tools. Use for reading/writing spatial data (deprecated, use sf).
R vector spatial data with sf, sp, terra. Use for points, lines, polygons, and geometric operations.
R terra package for spatial data. Use for raster and vector data analysis, successor to raster package.
R stars package for spatiotemporal arrays. Use for raster data cubes and time series of rasters.
R raster package for raster data. Use for reading, writing, and analyzing raster/gridded data.
R raster spatial data with terra, raster, stars. Use for gridded data, satellite imagery, and raster analysis.
R tmap package for thematic maps. Use for publication-quality static and interactive maps.
R mapview package for quick interactive maps. Use for rapid spatial data exploration.
R mapsf package for thematic mapping. Use for creating thematic maps with sf objects.
R ggmap package for maps with ggplot2. Use for Google Maps and Stamen tiles with ggplot2.
R cartography package for thematic mapping. Use for creating publication-quality thematic maps.
R mapping with tmap, leaflet, mapview. Use for static and interactive maps.
R spatstat package for spatial point patterns. Use for analyzing and modeling spatial point pattern data.
R sp package for spatial data. Use for spatial data classes and methods (legacy, see sf for modern approach).
R spatial analysis packages. Use for geographic data, maps, GIS operations, and spatial statistics.
R learning courses and tutorials. Use for finding R programming courses.
R community resources and help. Use for finding R community forums and support.
R learning books and references. Use for finding R programming books and documentation.
R learning resources. Use for finding books, courses, tutorials, cheat sheets, podcasts, and community resources.