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Can someone enlighten me ? I know it's very basic but i'm really confused with how to make correlation with numeric AND non-numeric variable.

I have a data.frame with multiple variables. Some of it are numerical and other non-numeric. My data.frame look something like this :

Var1  Var2  Var3   Var4   Var7(binary) 
0.1     1    one    0.9        1
3.3     3    one    0          0
4.4     4    two    2          0
5.5     5    one    3          1 
1.0     2    one    3.2        1

With this data.frame, I have multiple models I want to test. But, first, I want to check if certain variables are correlated. Can I just use Pearson test? I use pair.panel to check for correlated variable but I think it's using Pearson test and I'm not sure I can use Pearson for no numeric data ?

I'm very confused ...

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