{"id":29,"date":"2018-03-06T20:29:32","date_gmt":"2018-03-06T20:29:32","guid":{"rendered":"http:\/\/199.26.254.172\/?page_id=29"},"modified":"2020-05-15T11:53:52","modified_gmt":"2020-05-15T15:53:52","slug":"data-access","status":"publish","type":"page","link":"https:\/\/covid-19.stcenter.net\/index.php\/data-access\/","title":{"rendered":"Data Collection"},"content":{"rendered":"<h4><span style=\"color: #000000;\"><strong>List of Data are being collected, and will be shared with the community.&nbsp;<\/strong><\/span><\/h4>\n<p><span style=\"color: #000000;\"><strong>Please suggest new data (not on the list but would be useful to your research) by emailing to dsha at gmu dot edu or fill out <a style=\"color: #000000;\" href=\"https:\/\/forms.office.com\/Pages\/ResponsePage.aspx?id=VXKFnlffR0ygwAVGRgOAyyDYzKOrpBBEl0ds9-5AO2tUQ1ZXVFBRWjVTN0pCRTdTNU5HWFdMVTUzRi4u\">the form<\/a>.&nbsp;<\/strong><\/span><\/p>\n<table class=\" table table-hover\" width=\"1270\"><tbody><tr><td width=\"10%\"><span style=\"color: #000000;\"><strong>Data source<\/strong><\/span><\/td>\n<td width=\"15%\"><span style=\"color: #000000;\"><strong>Data type<\/strong><\/span><\/td>\n<td width=\"40%\"><span style=\"color: #000000;\"><strong>Data description<\/strong><\/span><\/td>\n<td width=\"284\"><span style=\"color: #000000;\"><strong>Visual Analytics (Demo)<\/strong><\/span><\/td>\n<td width=\"227\"><span style=\"color: #000000;\"><strong>Download Link<\/strong><\/span><\/td>\n<\/tr><tr><td rowspan=\"3\" width=\"164\"><span style=\"color: #000000;\">Base Data<\/span><\/td>\n<td rowspan=\"2\" width=\"232\"><span style=\"color: #000000;\">Base maps<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">Global basemap with country scale<\/span><\/td>\n<td width=\"284\">&nbsp;<\/td>\n<td><a href=\"https:\/\/github.com\/stccenter\/COVID-19-Data\/tree\/master\/Global\/Global_basemap\" target=\"_blank\" rel=\"noopener noreferrer\">Global Admin0 basemap (Stcenter)<\/a><\/td>\n<\/tr><tr><td width=\"363\"><span style=\"color: #000000;\">Country basemap for province and city scale<\/span><\/td>\n<td width=\"284\"><a href=\"https:\/\/www.youtube.com\/watch?v=VzaBCje7OGk\" target=\"_blank\" rel=\"noopener noreferrer\">Basemap join toturial<\/a><\/td>\n<td><a href=\"https:\/\/github.com\/stccenter\/COVID-19-Data\" target=\"_blank\" rel=\"noopener noreferrer\">Admin1\/2 basemap under country folders (Stcenter)<\/a><\/td>\n<\/tr><tr><td width=\"232\"><span style=\"color: #000000;\">Census shapefile of USA<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">TIGER\/Line&reg; Shapefiles<\/span><\/td>\n<td width=\"284\">&nbsp;<\/td>\n<td><a href=\"https:\/\/www.census.gov\/cgi-bin\/geo\/shapefiles\/\" target=\"_blank\" rel=\"noopener noreferrer\">TIGER<\/a><\/td>\n<\/tr><tr><td rowspan=\"4\" width=\"164\"><span style=\"color: #000000;\">Virus Data<\/span><\/td>\n<td rowspan=\"2\" width=\"232\"><span style=\"color: #000000;\">Virus Data of multiple countries<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">Daily reports on virus cases by state\/province scales<\/span><\/td>\n<td rowspan=\"2\" width=\"284\"><a href=\"https:\/\/dl.dropboxusercontent.com\/s\/fbd48gtnrl3dz1l\/Daily_US_County.gif\" target=\"_blank\" rel=\"noopener noreferrer\">COVID-19 Spreading in the U.S.<\/a><\/td>\n<td rowspan=\"2\"><a href=\"https:\/\/github.com\/stccenter\/COVID-19-Data\" target=\"_blank\" rel=\"noopener noreferrer\">Daily report and time-series summary for state\/province level (Stcenter)<\/a><\/td>\n<\/tr><tr><td width=\"363\"><span style=\"color: #000000;\">Lastest virus cases summary by state\/province scales<\/span><\/td>\n<\/tr><tr><td rowspan=\"2\" width=\"232\"><span style=\"color: #000000;\">Virus Data of the World<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">Daily reports on virus cases by country scale<\/span><\/td>\n<td rowspan=\"2\" width=\"284\"><a href=\"https:\/\/dl.dropboxusercontent.com\/s\/5un3b6ht80ljysb\/worldmap.gif\" target=\"_blank\" rel=\"noopener noreferrer\">COVID-19 spreading around the world<\/a><\/td>\n<td rowspan=\"2\"><a href=\"https:\/\/github.com\/stccenter\/COVID-19-Data\/tree\/master\/Global\" target=\"_blank\" rel=\"noopener noreferrer\">COVID-19-Data Global (Stcenter)<\/a><\/td>\n<\/tr><tr><td width=\"363\"><span style=\"color: #000000;\">Lastest virus cases summary by country scale<\/span><\/td>\n<\/tr><tr><td rowspan=\"2\" width=\"164\"><span style=\"color: #000000;\">Facility data<\/span><\/td>\n<td rowspan=\"2\" width=\"232\"><span style=\"color: #000000;\">Health facility data<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">Point data of Hospital in USA<\/span><\/td>\n<td width=\"284\">&nbsp;<\/td>\n<td><a href=\"https:\/\/hifld-geoplatform.opendata.arcgis.com\/datasets\/hospitals\" target=\"_blank\" rel=\"noopener noreferrer\">U.S. Department of Homeland Security<\/a><\/td>\n<\/tr><tr><td width=\"363\"><span style=\"color: #000000;\">Point data of Hospital in China<\/span><\/td>\n<td width=\"284\">&nbsp;<\/td>\n<td><a href=\"https:\/\/dataverse.harvard.edu\/dataset.xhtml?persistentId=doi:10.7910\/DVN\/KRSGT3\" target=\"_blank\" rel=\"noopener noreferrer\">China Data Lab<\/a><\/td>\n<\/tr><tr><td width=\"164\"><span style=\"color: #000000;\">Migration data<\/span><\/td>\n<td width=\"232\"><span style=\"color: #000000;\">Migration Data of China<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">Matrix tables with daily city to city floating population (China)<\/span><\/td>\n<td width=\"284\">&nbsp;<\/td>\n<td><a href=\"https:\/\/dataverse.harvard.edu\/dataset.xhtml?persistentId=doi:10.7910\/DVN\/FAEZIO\" target=\"_blank\" rel=\"noopener noreferrer\">China Data Lab<\/a><\/td>\n<\/tr><tr><td width=\"164\"><span style=\"color: #000000;\">Papers<\/span><\/td>\n<td width=\"232\"><span style=\"color: #000000;\">Web of Science\/Google Scholar<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">Collect COVID-19 related papers from the web of science, Google Scholar and other resources<\/span><\/td>\n<td width=\"284\"><a href=\"http:\/\/129.174.21.119\/index.php\/publication-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">Publication analysis module on&nbsp;site.<\/a><\/td>\n<td width=\"227\">Coming soon.<\/td>\n<\/tr><tr><td rowspan=\"3\" width=\"164\"><span style=\"color: #000000;\">News release<\/span><\/td>\n<td width=\"232\"><span style=\"color: #000000;\">Covid-19 Events and News (Global)<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">Collect news related to important events during the COVID-19 outbreak and spread<\/span><\/td>\n<td width=\"284\">&nbsp;<\/td>\n<td width=\"227\"><a href=\"https:\/\/dataverse.harvard.edu\/dataset.xhtml?persistentId=doi:10.7910\/DVN\/TU0JDP\" target=\"_blank\" rel=\"noopener noreferrer\">China Data Lab (GDELT)<\/a><\/td>\n<\/tr><tr><td width=\"232\"><span style=\"color: #000000;\">Covid-19 Relevent News (Global)<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">Chronicle of main events globally.<\/span><\/td>\n<td width=\"284\">&nbsp;<\/td>\n<td><a href=\"https:\/\/dataverse.harvard.edu\/dataset.xhtml?persistentId=doi:10.7910\/DVN\/OAM2JK\" target=\"_blank\" rel=\"noopener noreferrer\">China Data Lab, STCenter<\/a><\/td>\n<\/tr><tr><td width=\"232\"><span style=\"color: #000000;\">Covid-19 Relevent News (China)<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">The Chronicle of changes in policies, regulations and leaderships (China)<\/span><\/td>\n<td width=\"284\">&nbsp;<\/td>\n<td><a href=\"https:\/\/dataverse.harvard.edu\/dataset.xhtml?persistentId=doi:10.7910\/DVN\/OAM2JK\" target=\"_blank\" rel=\"noopener noreferrer\">China Data Lab, STCenter<\/a><\/td>\n<\/tr><tr><td width=\"164\"><span style=\"color: #000000;\">Policies and regulations<\/span><\/td>\n<td width=\"232\"><span style=\"color: #000000;\">Global<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">Coronavirus government response tracker, aims to track and compare policy responses around the world, rigorously and consistently<\/span>.<\/td>\n<td width=\"284\"><a href=\"https:\/\/dl.dropboxusercontent.com\/s\/68c54jgd5e56qr7\/global_policy.gif\" target=\"_blank\" rel=\"noopener noreferrer\">Global policy index change in time-series.<\/a><\/td>\n<td width=\"227\"><a href=\"https:\/\/www.bsg.ox.ac.uk\/research\/research-projects\/coronavirus-government-response-tracker\" target=\"_blank\" rel=\"noopener noreferrer\">Blavatnik School of Government, University of Oxford<\/a><\/td>\n<\/tr><tr><td width=\"164\">&nbsp;<\/td>\n<td width=\"232\"><span style=\"color: #000000;\">USA<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">Policies and regulations released by the USA state government, collected and coded by STCenter.<\/span><\/td>\n<td width=\"284\"><a href=\"https:\/\/dl.dropboxusercontent.com\/s\/l0lf99nzgs1vwdl\/US_policy.gif\" target=\"_blank\" rel=\"noopener noreferrer\">USA state level policy index change in time-series.<\/a><\/td>\n<td><a href=\"https:\/\/github.com\/stccenter\/COVID-19-Data\/tree\/master\/Policy\/US_Policy\" target=\"_blank\" rel=\"noopener noreferrer\">State level policy in time-series (Stcenter)<\/a><\/td>\n<\/tr><tr><td width=\"164\"><span style=\"color: #000000;\">Earth Observation<\/span><\/td>\n<td width=\"232\"><span style=\"color: #000000;\">VIIRS\/NPP Day\/Night Band (DNB)<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">Night light remote sensing is an efficient tool and data source to monitor the dynamic of economic and human activities before, during and after the COVID-19 spreading. Its high spatial and temporal resolution offer essential basis for policy makers in departments such as economic transportation and health.<\/span><\/td>\n<td width=\"284\"><span style=\"color: #000000;\">Night light radiance change for&nbsp;<a href=\"https:\/\/dl.dropboxusercontent.com\/s\/2xp1guega0xn4c9\/NY-nightlight.gif\" target=\"_blank\" rel=\"noopener noreferrer\">New York City, USA<\/a>;&nbsp;<a href=\"https:\/\/dl.dropboxusercontent.com\/s\/td8poppryc3myhw\/Wuhan-Nightlight.gif\" target=\"_blank\" rel=\"noopener noreferrer\">Wuhan City, China<\/a>.<\/span><\/td>\n<td width=\"227\">Coming soon.<\/td>\n<\/tr><tr><td width=\"164\">&nbsp;<\/td>\n<td width=\"232\"><span style=\"color: #000000;\">IMERG precipitation<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">IMERG provides precipitation estimations in a 30-minutes frequency, it will be utilized to support the tracking and monitoring the COVID-19 virus.<\/span><\/td>\n<td width=\"284\"><a href=\"http:\/\/dl.dropboxusercontent.com\/s\/hgga5cjcfxufwjh\/precipitation.gif\" target=\"_blank\" rel=\"noopener noreferrer\">Global daily&nbsp;precipitation.<\/a><\/td>\n<td width=\"227\"><a href=\"https:\/\/gpm.nasa.gov\/gpm\/imerg-global-image\" target=\"_blank\" rel=\"noopener noreferrer\">NASA<\/a><\/td>\n<\/tr><tr><td width=\"164\"><span style=\"color: #000000;\">Weather Simulation<\/span><\/td>\n<td width=\"232\"><span style=\"color: #000000;\">MERRA2<\/span><\/td>\n<td width=\"363\"><span style=\"color: #000000;\">MERRA2 can provide globally full coverage of temperature (Gelaro et al., 2017) and humidity simulations. The two factors are important for the spread and transmission of the virus.<\/span><\/td>\n<td width=\"284\"><span style=\"color: #000000;\">Daily global&nbsp;<a href=\"http:\/\/dl.dropboxusercontent.com\/s\/xznjycpfu6e4d7e\/Temperature.gif\" target=\"_blank\" rel=\"noopener noreferrer\">temperature<\/a>,&nbsp;<a href=\"https:\/\/dl.dropboxusercontent.com\/s\/xz0lbo1965vurvq\/humidity.gif\" target=\"_blank\" rel=\"noopener noreferrer\">humidity<\/a>.<\/span><\/td>\n<td width=\"227\"><a href=\"https:\/\/gmao.gsfc.nasa.gov\/reanalysis\/MERRA-2\/\" target=\"_blank\" rel=\"noopener noreferrer\">NASA<\/a><\/td>\n<\/tr><\/tbody><\/table>","protected":false},"excerpt":{"rendered":"<p>List of Data are being collected, and will be shared with the community.&nbsp; Please suggest new data (not on the list but would be useful to your research) by emailing to dsha at gmu dot edu or fill out the form.&nbsp; Data source Data type Data description Visual Analytics (Demo) Download Link Base Data Base<\/p>\n<div><a class=\"btn-filled btn\" href=\"https:\/\/covid-19.stcenter.net\/index.php\/data-access\/\" title=\"Data Collection\">Read More<\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":[],"_links":{"self":[{"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/pages\/29"}],"collection":[{"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/comments?post=29"}],"version-history":[{"count":96,"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/pages\/29\/revisions"}],"predecessor-version":[{"id":1876,"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/pages\/29\/revisions\/1876"}],"wp:attachment":[{"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/media?parent=29"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}