Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for inferring a demographic composition of a television audience of a television program. In one aspect, a method extrapolates television audience demographics from rated programs to unrated programs by attributing demographics of rated programs to unrated programs when the rated and unrated program are related by demographically rated channel tunes.