The
Lexicanum page on Eldar Craftworlds gives some good info on the fluff and in-game characteristics of the different craftworlds.
While 'official' GW-published army lists originally came in books with plenty of fluff and descriptive detail (
see here for Biel-Tan Eldar as published in Swordwind), the TP only contains the essential game-relevant information for each list. This keeps clutter to a minimum and is great for smooth gameplay, but I agree that it isn't the most approachable for new players looking to learn what the different lists
mean. I suppose the assumption is that most people interested in Epic will be coming from 28mm 40k and so will already know that Saim-Hann have lots of jetbikes, Imperial Fists do siege warfare, Black Legion have daemons while Iron Warriors have tanks and artillery, etc etc.