He ran an ad upstate depicting Schumer as a New York City shark swimming up the Hudson.
It's been known Schumer to be the target of political advertisements. 
mnli hypothesis: It's been known Schumer to be the target of political advertisements.  premise: He ran an ad upstate depicting Schumer as a New York City shark swimming up the Hudson.