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DavidRivasPhD avatar DavidRivasPhD commented on May 28, 2024 1

Thank you David. After examining the results more carefully, unlike the above screenshots,
I found plenty on non-NULL values (screenshots below); so the output is correct and there is no such a bug.
Yes, I have read your writings on GitHub, Kaggle, and tds as well as Ankur Mohanโ€™s blogs about your work. Your models are very nice, I have learned a lot from them.

Screenshot from 2020-09-11 14-21-52
Screenshot from 2020-09-11 14-38-44
Screenshot from 2020-09-11 14-47-02

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davidmezzetti avatar davidmezzetti commented on May 28, 2024

Hi David,

Unfortunately, NLTK has different models that are installed with different installations. Thank you for sharing that you needed to install an additional model.

Regarding study design, not all documents will have a detected study design (will be 0). Only certain documents will be tagged as COVID-19.

Please take a look at: https://www.kaggle.com/davidmezzetti/cord-19-etl and https://www.kaggle.com/davidmezzetti/cord-19-analysis-with-sentence-embeddings

These notebooks on Kaggle have all the background on how this process works.

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