Because of the many different species of hardwood that are available, time and space does not allow me to actually go into the different dimensions that one may purchase. They vary so widely and are always changing with each particular species.
You can purchase burls weighing from a few pounds to over 1200 pounds in some species and slabs from 18" through 30" wide x 48" through 72" long x 1 1/2" through 4" thick to make tables out of. When ordering hardwood lumber be sure to specify widths and lengths, otherwise it will come in random widths and lengths. The extra charge for specifying widths and lengths varies greatly from one retailer to another. It can run from 5% all the way up to 25% per board foot.
Softwood lumber is also usually sold by the board foot, but I have seen it sold by the lineal foot. Softwood lumber is always kiln dried. 1" softwood lumber comes in widths of 2", 4", 6", 8", 10", 12" with lengths up to 16' { 2' increments}. 2" and thicker {2" increments} comes in widths of 2", 4", 6", 8" 10" and 12" with lengths sometimes of up to 24' depending on the species. Softwood lumber is either sold by the piece, which was figured from a board foot price or sold by the board foot. 4/4 is 3/4" thick and 8/4 is 1 1/2" thick. 1" x 4" is actually 3/4" x 3 1/2", 1" x 6" is 3/4" x 5 1/2", 2" x 4" is 1 1/2" x 3 1/2".