We present the results of our methods to "mine" the blazar sky, i.e., select
blazar candidates with very high efficiency. These are based on the
cross-correlation between public radio and X-ray catalogs and have resulted in
two surveys, the Deep X-ray Radio Blazar Survey (DXRBS) and the "Sedentary" BL
Lac survey. We show that data mining is vital to select sizeable, deep samples
of these rare active galactic nuclei and we touch upon the identification
problems which deeper surveys will face.Comment: 7 pages, 2 figures. To appear in the proceedings of the Workshop
"Mining the Sky", Munich, August 2000, ESO Astrophysics Symposia, in press.
Postscript file also available at http://www.stsci.edu/~padovani/survey.htm