I couldn't really proceed without a business co-founder. I enjoy building stuff from the idea to a shipped product, but at that point and before it I would totally need support from a co-founder who is good at business, marketing and other magic stuff I find boring and tedious.

You can't just build an universal rule like the title suggests, data is meaningless in individual cases. "Data shows people can live underwater" ;)