What is meant by "party scene"?

Re not wanting to appear too smart - I’m sure you can figure out colleges that apparently don’t value academics too highly from other angles than what niche rates it as for partying? I checked D19’s school out of interest - it’s an A for party scene. It’s certainly not one anyone is too scared to appear too smart at.