Having worked at a cloud provider for awhile and also done support, the reasoning is generally that Ubuntu is the “path of least resistance” to getting running. They have a super engaged community and the market share leads to a lot of guides across the web being primarily made for Ubuntu.

To be fair, it also helps that their LTS support is really nice and their repos are a lot closer to up-to-date than a bunch of others.