Great tutorial on data prep with Python. IN step #4 code explanation you state "In the first part of the statement, we filter df to only those records with a registration state of NY.". Don't you mean states other than NY?

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Robert (Bob) Hoyt MD FACP ABPM-CI FAMIA
Robert (Bob) Hoyt MD FACP ABPM-CI FAMIA

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