Defining a ranking algorithm?

Question

Sphinx

I will figuratively describe the task:
There is a user profile on the site. Each profile has its own rating. We have an array of data about each user. Based on these data, it is necessary to determine the patterns / degree of influence of certain indicators on the user rating in % ratio. Essentially, you need to define a ranking algorithm.
The problem is that initially the significance (influence on the rating) of each parameter is not known to us and we have different data types.
How to match all user data and calculate the algorithm?
Graphs, analysis algorithms? what do you advise?

Answer 1

If you have enough data, then you can use correlation analysis. Do the interpretation of the results as you like (graphically or tabularly).