Damn you should try San Francisco(The bay area). The food truck business is big there ! There is food truck 'party' every weeks.
May be LA and Seattle as well.
I was looking for a website like this when i was living there.
I just answered a similar request here [1] - but basically the site can't support a city with that many trucks because of Twitter's beloved API call limits.