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Mar 23, 2018 at 12:55 history migrated from datascience.stackexchange.com (revisions)
Mar 22, 2018 at 22:41 comment added aventurin I do not know if the lists in wikipedia contain errors. My point was that some (many?) of the lists only reflect recent naming trends. For example, none of the names in the wikipedia article's top-ten list of male given names in Germany is also in the top-ten list (not even close) of the whole population. This is because the wikipedia list considers only names of babies born in 2015. The following link shows naming trends over time for the US: visualcinnamon.com/portfolio/babynames
Mar 22, 2018 at 22:08 comment added chewpakabra @aventurin I think, the whole point of wikipedia is that if you see any data errors and you possess the knowledge that you believe is more true, you should edit and update the article. On the topic of the question, as I said, this "dataset" will give a start that will either prove or disprove the hypothesis that such classification is feasible at all (which I doubt). And if it is, you can use a shallow model to get more semi-automated labeled data using pseudo-labelling technique.
Mar 22, 2018 at 20:26 comment added aventurin The Wikipedia lists are, at least partially, highly biased towards recent naming trends. For some countries they might have nothing in common with the actual most common names in the population.
Mar 22, 2018 at 11:41 history answered chewpakabra CC BY-SA 3.0