As with any nationally representative survey, we use weighting to fine-tune the demographic balance of the YouGov Ratings sample. We calculate weight values using rim weighting (raking), which ensures that the marginal proportions in the sample match those of the target population across a set of key demographic variables. In the US, the key demographic variables we target and weight to are: Gender Race Age Education