The billboard magazine archive has some historical account of the most played videos (of some weeks not all), so I'm mostly extracting the video names from ther

The billboard magazine archive has some historical account of the most played videos (of some weeks not all), so I'm mostly extracting the video names from there; finding the video on YouTube is also automated but that last part does need some human supervision. So I guess you could say is done pseudo-manually.