I want to share a blog post regarding compare correlation metrics between different variable types.
An overview of correlation measures between categorical and continuous variables
The following gives a summary:
Another link may be useful: <https://stats.stackexchange.com/questions/369783/how-to-do-a-correlation-matrix-with-categorical-ordinal-and-interval-variable>