Does anyone remember a song that was out in the late 90s or early 00s- released around the same time as Sandstorm by Darude- Similar music genre with just drums?

A song that fits your description is "Kernkraft 400" by Zombie Nation, released in 1999. It features a catchy, driving beat with a strong focus on drums, similar to "Sandstorm" by Darude. Both tracks became iconic in the electronic and dance music scenes of that era. Another possibility is "Around the World" by Daft Punk, which also emphasizes rhythmic elements characteristic of the late 90s electronic genre.