Significant events data

covidatlas / li

Next-generation serverless crawler for COVID-19 data

Apache License 2.0

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Significant events data #396

Closed jzohrab closed 4 years ago

jzohrab commented 4 years ago

Original issue https://github.com/covidatlas/coronadatascraper/issues/392, transferred here on Thursday Mar 26, 2020 at 17:58 GMT

There's a number of significant events that affect data either directly or in delayed fashion and may impact projections. Things like:

Social distancing imposed
Shelter-in-place imposed
Lockdown imposed
Testing policy change (only performed when result would alter treatment)
Mass masks use recommended/advised/required

jzohrab commented 4 years ago

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Yes! Is there a website that can be scraped for this? This would likely need to be done manually. Most social distancing is not neatly organized in tables like the Covid counts. Instead, news reports about when measures were put in place would need to be manually aggregated.

jzohrab commented 4 years ago

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This is tough information to gather and I think is currently outside of the scope of this project.

HOWEVER, if there is a source we're currently scraping that provides this data, I would accept a PR to add it into the dataset (though I'm not sure what that would look like).

I'll leave this issue open in case someone finds data and needs an issue to associate it with.

jzohrab commented 4 years ago

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School closures: https://www.edweek.org/ew/section/multimedia/map-coronavirus-and-school-closures.html

jzohrab commented 4 years ago

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This is tough information to gather and I think is currently outside of the scope of this project.

Right, I understand that. It may be a good material for a separate repository to accumulate those events manually. I just think that the same community as this one would be interested in that data :)

jzohrab commented 4 years ago

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closing borders
cancelling mass gatherings above X people
cancelling domestic flights

jzohrab commented 4 years ago

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This spreadsheet has a number of data points for all US states and territories in one document: https://www.nga.org/wp-content/uploads/2020/03/CoronavirusStateActionsChart_26March2020.xlsx

Just to name a few:

Emergency declaration
National Guard activation
Statewide school closures
Stay-at-home orders

They update this spreadsheet daily and change the link/filename to match the current day.

Page source: https://www.nga.org/coronavirus/#federal (At-a-Glance section directly below JHU Dashboard, link to spreadsheet and PDF)

jzohrab commented 4 years ago

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It's great to see these interventions organized in one document. Heads up though: currently, it looks like the latest 4 weekdays are available and replacing the date section in the URL with dates before the 25th of March gave no results.

jzohrab commented 4 years ago

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Summary of 50 states: https://www.usatoday.com/story/news/nation/2020/03/30/coronavirus-stay-home-shelter-in-place-orders-by-state/5092413002/