This one-day introductory course is aimed at researchers which have to deal with the analysis of spatial data. The course will tackle the problem of analysing spatial data with the R programming language. Different types of spatial data will be covered, such as point patterns, lattice data and data coming from irregular measurements of continuos processes (geostatistics). In addition, different worked examples will be presented showing how to proceed with the analysis of a wide range of spatial data sets.