Prerequisites | Data preparation | Ratio calculation | Single maps creation | Map arrangement | Another approach

Data | Basic point pattern analysis | Point density | Exercises | Challenges | Points in polygons and raster cells | Challenge | Point distance analysis | Spatial interpolation | Voronoi polygon interpolation | Interpolation with the gstat package | Heatmaps with leaflet.extras | Further reading and tutorials | References

Prerequisites | Context | Loading spatial packages | Pitfall: name clashes | Pitfall: tidyverse and sp don't play | Pitfall: multipolygon objects | Pitfall: spatial subsetting | Pitfall: row names | Pitfall: attribute alteration | Pitfall: binding rows | Raster data in the tidyverse