@debajyoti your home timeline would be toots from folks you follow. The local timeline would be of folks from your instance. Federated timeline is of posts from instances "known" to your instance. Suggestion : check home tl for regular posts from whom you follow, local tl to find new people / posts, don't check federated tl!