Here I'm trying to test for a relationship between categorical data and numerical data but not sure which test to apply
Explain more about the nature of data. The number of observations is important. Do you want to find the effect, correlation, or interaction?
It's very difficult to understand what exactly your data is referring to so it is impossible to answer your question.
First of all you need to know what kind of relationship between x and y you expect!
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