CaliforniaCOVID19Data

Generate datasets from California COVID19 released by CA government

ResourceFunction["CaliforniaCOVID19Data"][arg]

returns the COVID19 dataset for arg.

Details and Options

The arg can be "Testing", "Hospitals", "Cases", "Age", "Sex", or "Ethnicity" as a string, or any combination of them as a list. If arg is given as a string, the corresponding dataset is returned; with arg as a list, an association is returned with keys as elements of arg, and values the corresponding datasets.

ResourceFunction["CaliforniaCOVID19Data"] takes the option "Dictionary". By default, it is False; if True, the function returns the corresponding data dictionary.

The data is scrapped from the California goverment COVID19 data source.

Examples

Basic Examples (5)

Get the testing dataset:

In[1]:=

$testing = ResourceFunction[ "https://www.wolframcloud.com/obj/mohammadb/DeployedResources/\ Function/CaliforniaCOVID19Data"]["Testing"];$

Visualize testing:

In[2]:=

DateListPlot[Differences[testing], PlotTheme -> "Business", AspectRatio -> 1/4, ImageSize -> Large, PlotLabel -> "Daily COVID19 Tests Reported, California", Filling -> Bottom]

Out[2]=

Get COVID19 confirmed cases dataset:

In[3]:=

$cases = ResourceFunction[ "https://www.wolframcloud.com/obj/mohammadb/DeployedResources/\ Function/CaliforniaCOVID19Data"]["Cases"];$

Visualize daily cases:

In[4]:=

DateListPlot[Differences[cases[Total, "TotalCases"]], PlotTheme -> "Business", AspectRatio -> 1/4, ImageSize -> Large, PlotLabel -> "Daily COVID19 Confirmed Cases, California", Filling -> Bottom]

Out[4]=

Visualize the fraction of test positivity:

In[5]:=

$DateListPlot[ Differences[cases[Total, "TotalCases"]]/Differences[testing], PlotTheme -> "Business", AspectRatio -> 1/4, ImageSize -> Large, PlotLabel -> "Fraction of Daily COVID19 Tests Came Positive (Test Positivity), \ California", Filling -> Bottom]$

Out[5]=

Scope (3)

Get CA hospitals data:

In[6]:=

$hospitals = ResourceFunction[ "https://www.wolframcloud.com/obj/mohammadb/DeployedResources/\ Function/CaliforniaCOVID19Data"]["Hospitals"];$

Visualize the hospitalization due to covid19:

In[7]:=

DateListPlot[hospitals[Total, "HospitalizedCovidConfirmedPatients"], PlotTheme -> "Business", AspectRatio -> 1/4, ImageSize -> Large, PlotLabel -> "Hospitalized COVID19-Confirmed Patients, California", Filling -> Bottom, PlotRange -> All]

Out[7]=

Fraction of Hospitalized COVID19 Patients Admitted to ICU:

In[8]:=

$DateListPlot[hospitals[Total, "ICUCovidConfirmedPatients"]/ hospitals[Total, "HospitalizedCovidConfirmedPatients"], PlotTheme -> "Business", AspectRatio -> 1/4, ImageSize -> Large, PlotLabel -> "Fraction of Hospitalized COVID19 Patients Admitted to ICU, \ California", Filling -> Bottom]$

Out[8]=

Options (1)

Dictionary (1)

Use "Dictionary" to get the corresponding data dictionary:

In[9]:=

$ResourceFunction[ "https://www.wolframcloud.com/obj/mohammadb/DeployedResources/\ Function/CaliforniaCOVID19Data"]["Hospitals", "Dictionary" -> True]$

Out[9]=