Actually, the scientific method involves coming up with a hypothesis first and then collecting data for it. What you are suggesting is called data fishing and is a major flaw in many so-called "scientific" studies...

https://en.wikipedia.org/wiki/Scientific_method

https://en.wikipedia.org/wiki/Data_dredging

https://xkcd.com/882/