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There is a problem since 101 publications have a value 0 for year_published, while all of them have a year of publication. So something went wrong in the script.
I fixed it. I was converting nulls to zeros and forget to exclude that column. I also changed how the year extraction method works so that now there is only one publication without year information (previously I tried to parse date information as a partial date but some of the raw data are date ranges instead of single dates).
It would be helpful to include the year of publication in publication.csv
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