potential_sources.md

Underlay data

• https://covidtracker.bsg.ox.ac.uk/about-api

• https://github.com/nvkelso/natural-earth-vector (population, populated areas)

• https://data.un.org/Default.aspx

• "countries of the world" public domain stats (cow.csv)

• https://www.google.com/covid19/mobility/

• https://en.wikipedia.org/wiki/List_of_first-level_administrative_country_subdivisions_by_nominal_GDP_per_capita

• https://en.wikipedia.org/wiki/List_of_country_subdivisions_by_population

• https://stats.oecd.org/viewhtml.aspx?datasetcode=KEI&lang=en

• https://www.worldpop.org/ for movement maps, population movement, flights data...

• https://sedac.ciesin.columbia.edu/data/collection/gpw-v4/sets/browse

• https://towardsdatascience.com/a-short-review-of-covid-19-data-sources-ba7f7aa1c342?fbclid=IwAR1KChh5mZqC_eccw0EQ3rjeqrvVNw0hWvCuF2DB8eWegEi-R23Db_r_Nl8

• https://data.humdata.org/organization/facebook for population data by lat/long coords

• https://gis.stackexchange.com/questions/23028/getting-polygons-of-all-countries-and-iso-3166-2-subdivisons

• https://opensky-network.org/

• https://movement.uber.com

• ABS

  • https://www.abs.gov.au/websitedbs/d3310114.nsf/home/additional+abs+products+to+measure+impact+of+covid-19

  • http://stat.data.abs.gov.au//Index.aspx?QueryId=314

  • https://absstats.maps.arcgis.com/apps/MapSeries/index.html?appid=d87672af65ea4975950e1588e630eea5

  • https://www.arcgis.com/apps/MapSeries/index.html?appid=8a6e970b01d84f49a05e3d7da86221b2

  • https://absstats.maps.arcgis.com/apps/MapSeries/index.html?appid=3b5d8b80687c4a1a8a3dd0b3e2537082

  • http://stat.data.abs.gov.au//Index.aspx?QueryId=317

  • https://www.abs.gov.au/ausstats/[email protected]/mf/6291.0.55.001

  • https://www.abs.gov.au/ausstats/[email protected]/mf/3401.0.55.004

  • https://www.abs.gov.au/ausstats/[email protected]/mf/8501.0.55.008

  • https://www.abs.gov.au/AUSSTATS/[email protected]/DetailsPage/6202.0May%202020?OpenDocument

Geographic resources

• https://gis.stackexchange.com/questions/495/seeking-administrative-boundaries-for-various-countries

• https://gis.stackexchange.com/questions/20294/free-dataset-of-world-cities-including-city-geometry?rq=1

• https://gis.stackexchange.com/questions/146575/city-shapefile-for-free?rq=1

• http://www.geonames.org/

• http://www.naturalearthdata.com/downloads/10m-cultural-vectors/

• https://www.unsalb.org/data

• https://overpass-turbo.eu/

• https://jakevdp.github.io/PythonDataScienceHandbook/04.13-geographic-data-with-basemap.html (maybe)

• https://wiki.openstreetmap.org/wiki/Potential_Datasources and https://wiki.openstreetmap.org/wiki/Shapefiles

• https://onlinelibrary.wiley.com/doi/full/10.1111/gcb.15109

• https://www.geofabrik.de/data/

  • http://www.geofabrik.de/data/shapefiles.html may be one of the most comprehensive ones available under a CC-BY license

Global COVID-19 Data-related links (easily machine readable)

• https://www.ecdc.europa.eu/en/publications-data/download-todays-data-geographic-distribution-covid-19-cases-worldwide

• https://ourworldindata.org/coronavirus-source-data

• https://cmmid.github.io/topics/covid19/current-patterns-transmission/global-time-varying-transmission.html

• https://www.who.int/emergencies/diseases/novel-coronavirus-2019/situation-reports

• https://github.com/CSSEGISandData/COVID-19

• https://www.covid19data.com.au/

Other interesting links

• https://www.khanacademy.org/science/health-and-medicine/current-issues-in-health-and-medicine/ebola-outbreak/v/understanding-r-nought

• https://covid-19.alibabacloud.com/

• https://openwho.org/

• https://data.un.org/

• https://data.humdata.org/

• https://github.com/tokyo-metropolitan-gov/covid19/blob/development/FORKED_SITES.md

• https://github.com/beoutbreakprepared/nCoV2019/blob/master/latest_data/latestdata.tar.gz

• https://covid-19-data.unstatshub.org/

• https://covid19-esriau.hub.arcgis.com/

• https://covid-19-coronavirus.tools/

• https://www1.health.gov.au/internet/main/publishing.nsf/Content/novel_coronavirus_2019_ncov_weekly_epidemiology_reports_australia_2020.htm

• https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data

• https://usafacts.org/visualizations/coronavirus-covid-19-spread-map/

• http://www.pref.osaka.lg.jp/hodo/attach/hodo-38238_4.pdf

• https://en.m.wikipedia.org/wiki/Template:COVID-19_pandemic_data

• https://isaric.tghn.org/covid-19-clinical-research-resources/

• https://covid19forecast.science.unimelb.edu.au/