Third$-$party providers of publicly available data sets protect the anonymity of the individuals in the data set primarily by $$

Leaving in identifiers $($e$.$g$.,$ name$),$ but changing other related variable values

Removing identifiers such as names and social security numbers

Asking data users to use the data ethically

Letting individuals in the data know their data is being accessed