This statistics dataset was taken from OpenIntro. You can find free introductory books on statistics for AP and college students there in both PDF and soft-cover format with open licenses.
Find out more about this dataset at the unempl dataset description page. The dataset description will give context and also a description of the variables used.
Disclaimer: This website is not affiliated with OpenIntro.