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tomelm avatar tomelm commented on July 30, 2024

It does not, it only includes current businesses.

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firmai avatar firmai commented on July 30, 2024

Thanks Tomer.

From what I know Yelp does not necessarily partner with institutions/universities to obtain custom sets? We are specifically looking at an added failure/closed set of firms (UoA).

We are trying a range of prediction tasks using yelp with some added privileged data - employee turnover prediction (with linkedin), revenue prediction (public), churn, failure, success, market cap, corporate governance.

Regards

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evan-magnusson avatar evan-magnusson commented on July 30, 2024

Does the "is_open" variable not mean "currently in business?" I interpreted it to mean the business was still in operation -- not that the data was pulled during it's hours of operation. In this case, around 10% of the sample are businesses that are no longer in operation.

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firmai avatar firmai commented on July 30, 2024

I think you are correct, it would be good to get some formal response on that, this analysis proves your point.
https://rstudio-pubs-static.s3.amazonaws.com/259585_a28cb43770764a78a0eee04a0fc0702d.html

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tomelm avatar tomelm commented on July 30, 2024

@evan-magnusson @firmai I checked with the data science team, the is_open flag does tell you whether or not the business is still in operation. Apologies for the confusion, please disregard my original answer.

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evan-magnusson avatar evan-magnusson commented on July 30, 2024

Awesome, thanks for the follow up.

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