Without structural assumptions, there is no necessity - only observed regularity. Necessity literally does not exist. You will never find it anywhere.
Hume figured this out quite a while ago and Kant had an interesting response to it. Think the lack of “necessity” is a problem? Try to find “time” or “space” in the data.
Data by itself is useless. It’s interesting to see peoples’ reaction to this.