This is assignment we attempted to investigate rainfall in Ireland since mid-19th century by creating a map of rainfall in Ireland for the 25 weather stations, color coding the symbol for each station according to its median rainfall level in January and containing an explanation of the data that is being used, the code used to create the map or dygraph, the embedded map or dygraph, and a brief discussion of patterns that have been identified.