Hillary Clinton has outspent Donald Trump on advertising by almost a 5-1 margin, while Trump has made more than twice as many campaign appearances as the Democratic nominee in the last three weeks — and the 2016 election is now a dead heat.

The Clinton campaign and its allies have spent an estimated $156.6 million on ads in the general election, according to data compiled by NBC News and Advertising Analytics.