What do the columns in my Statistics reports mean?

You can hover your mouse over the column headings in the Statistics reports to get an idea of what this column is showing. 

You can also open the "Show Details" section at the top to get the descriptions of all columns in that report, and you can use the "Filter table" field to search for specific columns or ones which report on specific data (e.g. AHT).