'Correspondance Analysis R

I have a dataframe with 100k rows and 20 binary variables, one of which is my target.

I would like to apply CA on it, but I have a few doubts:

should the target column be included into the CA?
CA is a way to analyze a large contingency table. The command table is used to get the contingency table but I get as many 2x2 tables as there are pairwise combinations of variables. Instead, correct me if I'm wrong, I need just one table with the counts for each column relative to my target variable, like:
```
        var1    var2   ...  var19 
target

  0      73k     45k   ...   60k

  1      37k     55k   ...   40k
```
Is there an R function that does this?

r correspondence-analysis

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