Mathematica Asked by Veritas Lux on September 17, 2020
popDensity[k_] :=
QuantityMagnitude[AdministrativeDivisionData[k, "PopulationDensity"]]
ResourceUpdate[
"Epidemic Data for Novel Coronavirus COVID-19"] // Quiet
data = ResourceData["Epidemic Data for Novel Coronavirus COVID-19",
"USStates"];
usaStateCases[s_] :=
Select[data, MatchQ[Interpreter["USState"][s], First[#]] &][
All, #ConfirmedCases["LastValue"] &] // Normal // First
usaStateDeaths[s_] :=
Select[data, MatchQ[Interpreter["USState"][s], First[#]] &][
All, #Deaths["LastValue"] &] // Normal // First
usaStateCases["California"]
usaStateDeaths["California"]
Table[{states1[[k]], popDensity[states1[[k]]],
usaStateDeaths[states1[[k]]]}, {k, Length@states1}] // MatrixForm
Correlation[
Table[popDensity[states1[[k]]], {k, 1, Length@states1}],
Table[usaStateDeaths[states1[[k]]], {k, 1, Length@states1}]]
Correlation[Table[popDensity[states1[[k]]], {k, 1, Length@states1}],
Table[usaStateCases[states1[[k]]], {k, 1, Length@states1}]]
Deaths =
Table[{k, popDensity[states1[[k]]],
usaStateDeaths[states1[[k]]]}, {k, Length@states1}];
Cases1 = Table[{k, popDensity[states1[[k]]],
usaStateCases[states1[[k]]]}, {k, Length@states1}];
I am in particular interested in the seemingly wrong estimate:
Correlation[Table[popDensity[states1[[k]]], {k, 1, Length@states1}],
Table[usaStateCases[states1[[k]]], {k, 1, Length@states1}]]
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