If the relative frequencies are 0.48 and 0.52, which conclusion is most likely supported by the data?

there is likely an association between the categorical variables because the relative frequencies are similar in value.

an association cannot be determined between the categorical variables because the relative frequencies are similar in value.

an association cannot be determined between the categorical variables because the relative frequencies are not similar in value.

there is likely an association between the categorical variables because the relative frequencies are both close to 0.50.