Definition from the ESRI Dictionary:
"The process of examining the locations, attributes, and relationships of features in spatial data through overlay and other analytical techniques in order to address a question or gain useful knowledge. Spatial analysis extracts or creates new information from spatial data".
Spatial Analysis skills have many uses ranging from emergency management and other city services, business location and retail analysis, transportation modeling, crime and disease mapping, and natural resource management.
Spatial analysis answers where questions. Where is the location(s) with the highest crime rate? Where has geological change occured? Where is the best location for a new restaurant?
Below is an example of a research project completed using GIS to analyze crime trends. The video walks you through the entire process. From locating and downloading your data to uploading, manipulating, analyzing and interpreting results.