I would think using Edgar would be very labor intensive.
My suggestion would be the PDF's from Standard and Poors(I get electronic access free through Scottrade), or ValueLine(I get electronic access free through my local, public library), and you can extract data from these PDF's using Excel if you want to manipulate. Usually these are condensed balance sheets, so you may not get all the data you are looking for.