add benchmarking #5
Description
need to add benchmarking for this codebase (& possibly compare with other implementations). I believe this should be generally more performance(although the performance gain is probably not as noticed) than others because most implementations traverse from the beginning of data but this uses a set date mapping from couple of years back.