search/tweets and searching from Twitter’s webpage (if that’s what you mean by public search are not the same. So, it’s not surprising you are seeing differences. In your case, “downtownnampa” was last tweeted on April 1. Tweets more than roughly 1 week old will not appear in search/tweets results.