I've never understood the Spurs hate over there.
It is different for every London based club. Arsenal and Tottenham obviously have the close proximity. Chelsea and Tottenham for a long period of time where in a similar status striving to be the second best in London, West Ham's I'm less versed in but I am sure, just like it is for every London club anti-semitism plays a big part of it.