This book builds on the previous book by the same authors, An Introduction to R for Spatial Analysis and Mapping,   to consider Spatial Data (ie the location attached to data), issues of inference, linking Big Data, Geography / GIS / Mapping and Spatial Analytics. A `learning by doing¿ text book, it covers important theoretical issues and helps to develop practical skills in the reader for addressing these.