Question

Can we find the location from where the tweet was originated

Answer 1

twitter only returns data back in its "geo" field if the tweet has been explicitly geotagged.

search, however, attempts to use other signals to determine where the tweet is, and will attempt to return "more" tweets when you use its "search" parameter.  it does not, however, expose those signals in the search results.