Wolfram Research

COVID-19 Hospital Resource Use Projections

Projected hospital resource use based on COVID-19 deaths

Details

Data associated with a study presenting estimates of predicted health service utilization and deaths due to COVID-19 by day for 4 months for each state in the US.

Examples

Basic Examples

Retrieve the data for one state:

In[1]:=
ResourceData[
ResourceObject["COVID-19 Hospital Resource Use Projections"]][\!\(\*
NamespaceBox["LinguisticAssistant",
DynamicModuleBox[{Typeset`query$$ = "louisiana", Typeset`boxes$$ = TemplateBox[{"\"Louisiana, United States\"", 
RowBox[{"Entity", "[", 
RowBox[{"\"AdministrativeDivision\"", ",", 
RowBox[{"{", 
RowBox[{"\"Louisiana\"", ",", "\"UnitedStates\""}], "}"}]}], "]"}], "\"Entity[\\\"AdministrativeDivision\\\", {\\\"Louisiana\\\", \
\\\"UnitedStates\\\"}]\"", "\"administrative division\""}, "Entity"], Typeset`allassumptions$$ = {{
       "type" -> "Clash", "word" -> "louisiana", "template" -> "Assuming \"${word}\" is ${desc1}. Use as \
${desc2} instead", "count" -> "5", "Values" -> {{
          "name" -> "USState", "desc" -> "a US state", "input" -> "*C.louisiana-_*USState-"}, {
          "name" -> "Word", "desc" -> "a word", "input" -> "*C.louisiana-_*Word-"}, {
          "name" -> "GivenName", "desc" -> "a given name", "input" -> "*C.louisiana-_*GivenName-"}, { "name" -> "City", "desc" -> "a city", "input" -> "*C.louisiana-_*City-"}, {
          "name" -> "Movie", "desc" -> "a movie", "input" -> "*C.louisiana-_*Movie-"}}}}, Typeset`assumptions$$ = {}, Typeset`open$$ = {1, 2}, Typeset`querystate$$ = {
      "Online" -> True, "Allowed" -> True, "mparse.jsp" -> 1.692342`6.680033126255685, "Messages" -> {}}}, 
DynamicBox[ToBoxes[
AlphaIntegration`LinguisticAssistantBoxes["", 4, Automatic, 
Dynamic[Typeset`query$$], 
Dynamic[Typeset`boxes$$], 
Dynamic[Typeset`allassumptions$$], 
Dynamic[Typeset`assumptions$$], 
Dynamic[Typeset`open$$], 
Dynamic[Typeset`querystate$$]], StandardForm],
ImageSizeCache->{366., {7., 17.}},
TrackedSymbols:>{
        Typeset`query$$, Typeset`boxes$$, Typeset`allassumptions$$, Typeset`assumptions$$, Typeset`open$$, Typeset`querystate$$}],
DynamicModuleValues:>{},
UndoTrackedVariables:>{Typeset`open$$}],
BaseStyle->{"Deploy"},
DeleteWithContents->True,
Editable->False,
SelectWithContents->True]\)][[;; 5]]
Out[1]=

Visualizations

Plot upper, lower, and mean estimates for total hospital bed usage for the United States:

In[2]:=
DateListPlot[ResourceData[
ResourceObject["COVID-19 Hospital Resource Use Projections"]][
  Entity["Country", "UnitedStates"], {"AllBedsMean", "AllBedsLower", "AllBedsUpper"}], PlotRange -> All]
Out[2]=

Visualize total bed usage at projected peaks within each state:

In[3]:=
GeoRegionValuePlot[Max /@ KeySelect[ResourceData[
ResourceObject["COVID-19 Hospital Resource Use Projections"]], MemberQ[EntityList[
       EntityClass["AdministrativeDivision", "AllUSStatesPlusDC"]], #] &][[All, "AllBedsMean"]], GeoRange -> EntityClass["AdministrativeDivision", "ContinentalUSStates"]]
Out[3]=

Generate an interactive data explorer:

In[4]:=
With[{rd = Normal@ResourceData[
ResourceObject["COVID-19 Hospital Resource Use Projections"]]}, Manipulate[
  DateListPlot[rd[loc, prop], PlotRange -> All], {loc, Keys[rd]}, {prop, Keys[rd[[1]]]}]]
Out[4]=

Wolfram Research, "COVID-19 Hospital Resource Use Projections" from the Wolfram Data Repository (2020) 

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CC-BY 4.0

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