Yeah, I've looked at those a while ago and it seemed that few cities, particularly NYC, the data was some what low quality. It was either really lacking in certain areas or the neighborhood boundaries were far off from what people who actually live in the city consider to be the boundaries.

Although perhaps they've gotten better, I'll give them a look.