I know that a rectangular room measures 2300 sq. ft, how long and how wide would the rectangle be?

the rectangle could be long and skinny: 1 x 2300

or approximately square: 46 x 50

Or, if you do not insist on integer dimensions, pick any width (w) you like, and the length is 2300/w.