The coding part of the project (extracting information, setup elastic search, build website) took me around two days. But some information had to be extracted manually. I hired a freelancer on upwork for that who spent ~30hs on it.
It would be cool if conferences would collect data directly with the submission more carefully so that we can analyse more easily which country/lab is getting stronger and why.