I used to write a ton of SQL and I could write a query for anything you asked for, no matter how incompatible the schema was to your request.

My first step was to look at the data using the UI. Then when I tested my queries, I also just ran them in the UI.

It’s just faster.

I never used the UI for “simple” queries since there wasn’t anything to test.