After going through the API documentation I found that the tweets/search api gives the tweets containing the searched tags ,if we provide search query as '#[query] ’ ,But It seems like its not working .
I searched with a tag “#play123” using the search api but It didn’t give me any result where as while searching on Twitter website its giving me results .