in any data analytics exercise, it is important to understand the underlying data as an aid in interpreting the results of any analysis undertaken. in this comprehensive problem that covers multiple chapters of the textbook, five coties in the state of new york are the basis for the analysis. the five cities are:

city of elmira

city of poughkeepsie