TV ads in key Senate races aired by outside groups

Source: Center for Public Integrity analysis of Kantar Media/CMAG estimates of ads aired from Jan. 1, 2013, through Nov. 3, 2014. More here.

Note: Outside groups include PACS, super PACs, trade associations, unions, politically active nonprofits and other non-party groups.