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Restaurant Operation Assessment Using Yelp APIs

TorontoAftertheFirstWave Applications

Please note that this project is part of an ongoing project assessing impacts of COVID-19 in Toronto (https://torontoafterthefirstwave.com/). Datasets are collected from Yelp in May 2020, November 2020, and May 2021.

Media Mentions

Sampling Method

First Assessment (May 2020 - November 2020)

Using SQL EXCEPT and SQL INTERSECT, operation statuses are differentiated into "Open", "New", and "Closed" by comparing datasets collected in May 2020 and November 2020: alt text

Second Assessment (May 2020 - May 2021)

By taking the aggregated data from previous assessment, we differentiated more cases: alt text where

Case Letter 2020 Dataset 2021 Dataset Description
a New Found New - Newly opened between May 2020 and November 2020, and continued to be open in May 20210
b New !Found Closed - Newly opened between May 2020 and November 2020, and closed by May 2021
c Open Found Open - Open before May 2020 and continued to be open in May 2021
d Open !Found Closed - Open before May 2020 and continued to be open until November 2020 and closed before May 2021
e Closed Found Open - Open between May 2020 and November 2020, closed in November 2020, open again in May 2021
f Closed !Found Closed - Open in May 2020 and closed in November 2020 and still closed in May 2021
g N/A Found New - Newly opened between November 2020 and May 2021

Credits

Dataset from May 2020 is sourced from Kevin Bi