Why do I get this result with a chi- square test?
I have a question about the chi squared independence test, I'm working on dataset and I'm interested in finding the link between the categories of product and the gender, I plot my contingency table.
contingency_table :-
I found that p-value is1.54*10-5 implying that my variables are correlated. I don't really understand how is it possible because the proportion between man and women for each category are very similar.
Topic chi-square-test interpretation hypothesis-testing
Category Data Science