How do you interpret chi square result

The basic idea behind the test is to compare the observed values in your data to the expected values that you would see if the null hypothesis is true.If you are comparing results for a single sample with multiple categories, the degrees of freedom is the number of categories minus 1.We establish a hypothesis for the feature under investigation and then convert it to a null hypothesis.So, 45.3 / 1669 = 0.0271372 4.The chi square statistic only tells you whether variables are associated.

You can conclude that a relationship exists between the categorical variables.Press continue, and then ok to do the chi square test.