Kuznar COVID 19 Oct 22 Humanities and Social Sciences Comms data (doi:10.7910/DVN/SGULSY)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
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Document Description
Citation
Title:	Kuznar COVID 19 Oct 22 Humanities and Social Sciences Comms data
Identification Number:	doi:10.7910/DVN/SGULSY
Distributor:	Harvard Dataverse
Date of Distribution:	2021-07-26
Version:	1
Bibliographic Citation:	Kuznar, Lawrence, 2021, "Kuznar COVID 19 Oct 22 Humanities and Social Sciences Comms data", https://doi.org/10.7910/DVN/SGULSY, Harvard Dataverse, V1, UNF:6:DVIMgP7ydT7/u4PlonWuaQ== [fileUNF]
Study Description
Citation
Title:	Kuznar COVID 19 Oct 22 Humanities and Social Sciences Comms data
Identification Number:	doi:10.7910/DVN/SGULSY
Authoring Entity:	Kuznar, Lawrence (Purdue University, Fort Wayne)
Distributor:	Harvard Dataverse
Access Authority:	Kuznar, Lawrence
Depositor:	Kuznar, Lawrence
Date of Deposit:	2020-12-26
Study Scope
Keywords:	Medicine, Health and Life Sciences, Social Sciences, Coronavirus, COVID-19
Abstract:	Data used for statistical models of COVID 19 drivers through October 2020
Methodology and Processing
Sources Statement
Data Access
Notes:	CC0 Waiver
Other Study Description Materials
Related Publications
Citation
Bibliographic Citation:	Kuznar, L. A. (in press). The COVID-19 Pandemic: Gray Rhinos, Complexity, Prediction, and National Security. In A. Farhadi (Ed.), Contagion Effect: Radicalization, Unrest, and Competition in the COVID-19 Era. New York: Springer-Verlag.
Citation
Bibliographic Citation:	Kuznar, L. A. (in press). What Goes Around Comes Around? Historical Comparison of Impacts, Responses, and Long-term Effects of the 1918 H1N1 vs. 2020 COVID-19 Pandemics. In S. Pollard & L. A. Kuznar (Eds.), A World Emerging from Pandemic: Implications for Intelligence and National Security. Bethesda, Maryland: National Intelligence University Press.
File Description--f4277838
File: Kuznar COVID 19 Humanities and Social Sciences Comm 2021.tab
	Number of cases: 3143 No. of variables per record: 64 Type of File: text/tab-separated-values
Notes:	UNF:6:DVIMgP7ydT7/u4PlonWuaQ==
Variable Description
List of Variables:	countyFIPS - countyFIPS CountyName - CountyName State - State stateFIPS - stateFIPS NYCSA - NYCSA Pop2019 - Pop2019 Area - Area PopDen2019 - PopDen2019 UrbanRural - UrbanRural Pollution - Pollution TrumpPCT - TrumpPCT pcICUBeds - pcICUBeds AvgPoorHealth - AvgPoorHealth AvgPoorHealth - AvgPoorHealth PoorHealth - PoorHealth MedianInc - MedianInc Uninsured - Uninsured MedianMAge2019 - MedianMAge2019 AffectedOccupations - AffectedOccupations Black - Black ForeignTravel19 - ForeignTravel19 ChinaTravel19 - ChinaTravel19 PoorRuralBlacks - PoorRuralBlacks YoungBlackUrban - YoungBlackUrban DenseForeignTravel - DenseForeignTravel InsAffectedOccs - InsAffectedOccs PovertyComorbid - PovertyComorbid DenseTravel - DenseTravel YoungUrbanPolluted - YoungUrbanPolluted Insured - Insured pcDeathsMar01 - pcDeathsMar01 pcDeathsMar07 - pcDeathsMar07 pcDeathsMar14 - pcDeathsMar14 pcDeathsMar21 - pcDeathsMar21 pcDeathsMar28 - pcDeathsMar28 pcDeathsApr03 - pcDeathsApr03 pcDeathsApr10 - pcDeathsApr10 pcDeathsApr17 - pcDeathsApr17 pcDeathsApr24 - pcDeathsApr24 pcDeathsMay02 - pcDeathsMay02 pcDeathsMay08 - pcDeathsMay08 DeathsMay08 - DeathsMay08 pcDeathsMay14 - pcDeathsMay14 pcDeathsMay22 - pcDeathsMay22 pcDeathsJun01 - pcDeathsJun01 pcDeathsJun08 - pcDeathsJun08 pcDeathsJun15 - pcDeathsJun15 pcDeathsJun22 - pcDeathsJun22 pcDeathsJul01 - pcDeathsJul01 pcDeathsJul08 - pcDeathsJul08 pcDeathsJul15 - pcDeathsJul15 pcDeathsJul23 - pcDeathsJul23 pcDeathsAug01 - pcDeathsAug01 pcDeathsAug08 - pcDeathsAug08 pcDeathsAug15 - pcDeathsAug15 pcDeathsAug22 - pcDeathsAug22 pcDeathsSep01 - pcDeathsSep01 pcDeathsSep08 - pcDeathsSep08 pcDeathsSep15 - pcDeathsSep15 pcDeathsSep22 - pcDeathsSep22 pcDeathsOct01 - pcDeathsOct01 pcDeathsOct08 - pcDeathsOct08 pcDeathsOct15 - pcDeathsOct15 pcDeathsOct22 - pcDeathsOct22
Variables
countyFIPS
f4277838 Location:	Summary Statistics: Max. 56045.0; Mean 30386.32421253542; StDev 15170.59627161552; Valid 3143.0; Min. 1001.0; Variable Format: numeric Notes: UNF:6:LamQUuF2FaXtd3FHb+WgCw==
CountyName
f4277838 Location:	Variable Format: character Notes: UNF:6:U6U2E8pUedf+WF23SyugLg==
State
f4277838 Location:	Variable Format: character Notes: UNF:6:1uLd3vzzH81Ce1iYfg4hZA==
stateFIPS
f4277838 Location:	Summary Statistics: StDev 15.152388570421836; Valid 3143.0; Min. 1.0; Max. 56.0; Mean 30.282532612154302 Variable Format: numeric Notes: UNF:6:jdoTQ4S1v9S05Ph6yVlIPg==
NYCSA
f4277838 Location:	Summary Statistics: Min. 0.0; Mean 0.009863188036907318; Valid 3143.0; StDev 0.09883832121160474; Max. 1.0 Variable Format: numeric Notes: UNF:6:gB9P4mUplB02PP84sVErKQ==
Pop2019
f4277838 Location:	Summary Statistics: Min. 0.0; Mean 104497.05826170021; Max. 1.0039107E7; Valid 3141.0; StDev 333505.9197366763 Variable Format: numeric Notes: UNF:6:DfoCKoJOOekyXCUYn+JDfA==
Area
f4277838 Location:	Summary Statistics: Valid 3116.0; Min. 0.0; Mean 1014.6925160462132; StDev 1372.6613957654433; Max. 20106.39; Variable Format: numeric Notes: UNF:6:GYNGPA54HkLD5qHoN5P8wA==
PopDen2019
f4277838 Location:	Summary Statistics: StDev 1280.4936069577202; Valid 3113.0; Mean 229.39780779821183; Min. 0.2076480263157895; Max. 48358.254156769595 Variable Format: numeric Notes: UNF:6:g0TdQvb6BnMUNwyhWD+JMA==
UrbanRural
f4277838 Location:	Summary Statistics: Min. 1.0; Valid 3143.0; Mean 4.636334712058542; Max. 6.0; StDev 1.5105538519005821 Variable Format: numeric Notes: UNF:6:c+riPjWoGDfwwVNqixPc8Q==
Pollution
f4277838 Location:	Summary Statistics: StDev 2.1607775041756043; Valid 3140.0; Max. 19.7; Min. 0.0; Mean 8.927101910828025 Variable Format: numeric Notes: UNF:6:8eWLSFcx1esvh/ukSA/x+Q==
TrumpPCT
f4277838 Location:	Summary Statistics: Max. 0.960334029; StDev 0.1576260687675669; Min. 0.0; Mean 0.6320001003003851; Valid 3116.0; Variable Format: numeric Notes: UNF:6:Ltb4e3XRLX84elBZ8btUuQ==
pcICUBeds
f4277838 Location:	Summary Statistics: Mean 1.2523858391226002E-4; Max. 0.007694499857509262; StDev 2.3690607506759846E-4; Min. 0.0; Valid 3140.0 Variable Format: numeric Notes: UNF:6:Uhex1VOeDJ6PWSatAfrxZQ==
AvgPoorHealth
f4277838 Location:	Summary Statistics: Valid 3140.0; Max. 30.202866088208335; StDev 2.485924855824582; Mean 19.64579942269487; Min. 10.7760606163125; Variable Format: numeric Notes: UNF:6:PASjo3T4c9ZaJVOgjk6RnA==
AvgPoorHealth
f4277838 Location:	Summary Statistics: StDev 2.4018124195792057; Mean 19.988405988945438; Valid 3140.0; Max. 29.49778285125; Min. 10.775399126975; Variable Format: numeric Notes: UNF:6:bdiFwMOpZ8qfFvfq0zyXdQ==
PoorHealth
f4277838 Location:	Summary Statistics: Valid 3140.0; Max. 40.990687303; StDev 4.735396222959205; Min. 8.1206450181; Mean 17.93276659144204 Variable Format: numeric Notes: UNF:6:DbAp63/RYDcLrXIzRJKCsQ==
MedianInc
f4277838 Location:	Summary Statistics: StDev 13877.204731550244; Valid 3140.0; Max. 140382.0; Mean 52801.1433121019; Min. 25385.0 Variable Format: numeric Notes: UNF:6:hDxoZ+An/dtn6k2fDg90wQ==
Uninsured
f4277838 Location:	Summary Statistics: StDev 5.144130256839323; Valid 3140.0; Min. 2.3; Max. 33.7; Mean 11.475445859872606 Variable Format: numeric Notes: UNF:6:766JJGt0eYApVuw7zTwL1A==
MedianMAge2019
f4277838 Location:	Summary Statistics: Max. 67.3; Mean 40.28866242038217; Min. 21.7; StDev 5.376396930785902; Valid 3140.0; Variable Format: numeric Notes: UNF:6:jTLGoVwGiOdGWBP69ORKOg==
AffectedOccupations
f4277838 Location:	Summary Statistics: Max. 43.5; Valid 3141.0; StDev 3.873599114570018; Min. 0.0; Mean 19.374944285259467; Variable Format: numeric Notes: UNF:6:ijy3IyShl/tblKG9OU4NvQ==
Black
f4277838 Location:	Summary Statistics: Mean 0.08998863893492932; StDev 0.14301737508046528; Max. 0.8541435236614086; Min. 0.0; Valid 3140.0 Variable Format: numeric Notes: UNF:6:nOHUfg49cqhr1VlsbhyHEg==
ForeignTravel19
f4277838 Location:	Summary Statistics: Valid 3143.0; Mean 39804.996818326465; Max. 1.3953291E7; Min. 0.0; StDev 592979.2049232813 Variable Format: numeric Notes: UNF:6:fs7nzchc7nK812WpBR6NBA==
ChinaTravel19
f4277838 Location:	Summary Statistics: Mean 1418.1902640788855; Max. 961149.0; StDev 26934.750992017554; Min. 0.0; Valid 3143.0 Variable Format: numeric Notes: UNF:6:9UQrQR5JbcfwhAIKyPN4pw==
PoorRuralBlacks
f4277838 Location:	Variable Format: character Notes: UNF:6:kPjg7kzoPT41JslBQoTImA==
YoungBlackUrban
f4277838 Location:	Variable Format: character Notes: UNF:6:DH+qvlaVORa8hqiWA4BPsw==
DenseForeignTravel
f4277838 Location:	Variable Format: character Notes: UNF:6:WwdAwApd6JDdeB12gp2Qww==
InsAffectedOccs
f4277838 Location:	Variable Format: character Notes: UNF:6:9h1gd9KsMv8QQWm2fjP+jQ==
PovertyComorbid
f4277838 Location:	Summary Statistics: StDev 1.0000000000000002; Mean 6.576350628712014E-15; Valid 3113.0; Min. -4.669391062935019; Max. 2.6929801526537425; Variable Format: numeric Notes: UNF:6:YX4VaUVQfIz7WZ6IVVIpaQ==
DenseTravel
f4277838 Location:	Summary Statistics: Min. -0.8585780029200142; Valid 3113.0; Max. 32.527712097739766; Mean -9.49618725375454E-16; StDev 1.000000000000005; Variable Format: numeric Notes: UNF:6:UiRd9KPYbUpjOrFFOZYU7Q==
YoungUrbanPolluted
f4277838 Location:	Summary Statistics: Mean 5.639348074070937E-15; Valid 3113.0; Min. -3.622178723922427; StDev 1.0000000000000024; Max. 8.970664409377498 Variable Format: numeric Notes: UNF:6:P4rGaPVPr4i8PK+3o/hXVw==
Insured
f4277838 Location:	Summary Statistics: Max. 3.5726563689489144; StDev 0.9999999999999996; Min. -4.31356481367744; Mean -7.710646911982272E-15; Valid 3113.0 Variable Format: numeric Notes: UNF:6:8zXMjKk0gGUf9dtySqFBrw==
pcDeathsMar01
f4277838 Location:	Summary Statistics: Mean 5.6948818849320964E-9; Valid 3143.0; StDev 3.1926911727365506E-7; Max. 1.7899013764341584E-5; Min. 0.0 Variable Format: numeric Notes: UNF:6:UiGB/w+rnJT95PbkOfO+GA==
pcDeathsMar07
f4277838 Location:	Summary Statistics: StDev 4.830975244483873E-6; Max. 2.6848520646512375E-4; Valid 3143.0; Min. 0.0; Mean 1.0820275581371089E-7; Variable Format: numeric Notes: UNF:6:rfDo4Yq/tAfKL2d21m6s2g==
pcDeathsMar14
f4277838 Location:	Summary Statistics: Mean 3.246082674411325E-7; Valid 3143.0; StDev 1.1334581038496573E-5; Min. 0.0; Max. 6.264654817519555E-4; Variable Format: numeric Notes: UNF:6:7IVDjPnqfMACKXd6rCvMAA==
pcDeathsMar21
f4277838 Location:	Summary Statistics: Valid 3143.0; Mean 1.5547027545864536E-6; Min. 0.0; StDev 2.5218769154562613E-5; Max. 0.0013245270185612773 Variable Format: numeric Notes: UNF:6:cI9nF4iXFHd/MJfy/YhnjQ==
pcDeathsMar28
f4277838 Location:	Summary Statistics: Max. 0.0038661869730977822; StDev 1.2185885930198716E-4; Valid 3143.0; Mean 1.1839659438773806E-5; Min. 0.0 Variable Format: numeric Notes: UNF:6:H37CpoTB3YD39Z5dtph0Cw==
pcDeathsApr03
f4277838 Location:	Summary Statistics: StDev 3.414859812687418E-4; Mean 3.6606700756343545E-5; Max. 0.010560418120961534; Min. 0.0; Valid 3143.0 Variable Format: numeric Notes: UNF:6:OdwkprihQOZJ6Kj090i9WA==
pcDeathsApr10
f4277838 Location:	Summary Statistics: Max. 0.03148436521147685; Mean 1.0458081093489232E-4; Valid 3143.0; Min. 0.0; StDev 0.0010347685231186902 Variable Format: numeric Notes: UNF:6:bdrV0Im13/JUkdiRz2siAw==
pcDeathsApr17
f4277838 Location:	Summary Statistics: Min. 0.0; StDev 1705.0937348737466; Mean 183.27012408527025; Max. 50834.0; Valid 3143.0 Variable Format: numeric Notes: UNF:6:FBw84kmjAULDTbv3VahiiA==
pcDeathsApr24
f4277838 Location:	Summary Statistics: Mean 6.232775318745558E-4; Valid 3143.0; Max. 0.03129762044308991; StDev 0.0019261621698351678; Min. 0.0 Variable Format: numeric Notes: UNF:6:UKvONaghke5GW5JZYxWmXQ==
pcDeathsMay02
f4277838 Location:	Summary Statistics: Valid 3143.0; Min. 0.0; StDev 1705.0948432434568; Mean 183.25930641794767; Max. 50834.0 Variable Format: numeric Notes: UNF:6:rmVm3yugWfcu/1nAU1gf3A==
pcDeathsMay08
f4277838 Location:	Summary Statistics: Mean 8.416587795818222E-5; StDev 2.1453240470851082E-4; Max. 0.003098259073473001; Min. 0.0; Valid 3143.0 Variable Format: numeric Notes: UNF:6:3If/zYx8tTFb2KKiJ7eXBQ==
DeathsMay08
f4277838 Location:	Summary Statistics: Valid 3143.0; StDev 198.5379780623965; Min. 0.0; Max. 5902.0; Mean 23.930639516385643 Variable Format: numeric Notes: UNF:6:mirclT+CechU1PjmgxUnwg==
pcDeathsMay14
f4277838 Location:	Summary Statistics: Max. 0.003098259073473001; StDev 2.3421143870549718E-4; Valid 3143.0; Min. 0.0; Mean 9.606079146997658E-5; Variable Format: numeric Notes: UNF:6:ucqiERNMyybYHoGAJuc9mw==
pcDeathsMay22
f4277838 Location:	Summary Statistics: Mean 1.1536950483253512E-4; Max. 0.0030477083577540734; Valid 3143.0; Min. 0.0; StDev 2.60400166737582E-4 Variable Format: numeric Notes: UNF:6:gbiWvLKuIoo7lSYAgEXCEA==
pcDeathsJun01
f4277838 Location:	Summary Statistics: StDev 2.850297565298267E-4; Min. 0.0; Valid 3143.0; Mean 1.2906042165996488E-4; Max. 0.0030477083577540734; Variable Format: numeric Notes: UNF:6:SY+1yykLUyak2Y9Xn7HkEA==
pcDeathsJun08
f4277838 Location:	Summary Statistics: Valid 3143.0; Mean 1.407168542767183E-4; Min. 0.0; Max. 0.003310866737613811; StDev 3.022408918644252E-4 Variable Format: numeric Notes: UNF:6:wKqM8/K4ty++C6Knbg7m4Q==
pcDeathsJun15
f4277838 Location:	Summary Statistics: Valid 3143.0; Mean 1.500894737292529E-4; StDev 3.1527375593052377E-4; Min. 0.0; Max. 0.0035473572188719402; Variable Format: numeric Notes: UNF:6:gAn57i361qnSGggLgKAgkQ==
pcDeathsJun22
f4277838 Location:	Summary Statistics: Max. 0.0037838477001300697; Min. 0.0; StDev 3.2586623024123E-4; Mean 1.5861787539340366E-4; Valid 3143.0 Variable Format: numeric Notes: UNF:6:tWsl235F/k7aHrIhCK3bYg==
pcDeathsJul01
f4277838 Location:	Summary Statistics: Max. 0.0037838477001300697; Min. 0.0; Valid 3143.0; Mean 1.7314261552537675E-4; StDev 3.4790720381953227E-4 Variable Format: numeric Notes: UNF:6:EARL397rU3EYK/3K7MGmKA==
pcDeathsJul08
f4277838 Location:	Summary Statistics: Mean 1.8235862414551818E-4; Max. 0.0039020929407591345; Valid 3143.0; Min. 0.0; StDev 3.576943332784839E-4; Variable Format: numeric Notes: UNF:6:7kWTuRuyP2CvSGZNUlCf3Q==
pcDeathsJul15
f4277838 Location:	Summary Statistics: Max. 0.0039020929407591345; StDev 3.67133913704721E-4; Valid 3143.0; Mean 1.9422082597532548E-4; Min. 0.0 Variable Format: numeric Notes: UNF:6:OJDTe/qAb8hZixgRNy3gNQ==
pcDeathsJul23
f4277838 Location:	Summary Statistics: Mean 2.0820876264767386E-4; Max. 0.0039020929407591345; Valid 3143.0; Min. 0.0; StDev 3.747207739411969E-4; Variable Format: numeric Notes: UNF:6:sl9Hjk8ZAq3lXPiBsPZpsg==
pcDeathsAug01
f4277838 Location:	Summary Statistics: StDev 3.943335216137484E-4; Max. 0.004020338181388199; Valid 3143.0; Mean 2.3936473661937703E-4; Min. 0.0 Variable Format: numeric Notes: UNF:6:+OrSgSDRQJJ+E0CfZOKozg==
pcDeathsAug08
f4277838 Location:	Summary Statistics: Valid 3143.0; StDev 4.092263334099822E-4; Max. 0.0041385834220172635; Min. 0.0; Mean 2.610987870321327E-4 Variable Format: numeric Notes: UNF:6:CLjoVspoA3OC3C0na/GdBQ==
pcDeathsAug15
f4277838 Location:	Summary Statistics: Min. 0.0; StDev 4.2620567743685594E-4; Max. 0.0041385834220172635; Mean 2.8504537863502247E-4; Valid 3143.0 Variable Format: numeric Notes: UNF:6:2WCRDKjGD7dTzev0V0brRg==
pcDeathsAug22
f4277838 Location:	Summary Statistics: StDev 4.4447997830478696E-4; Min. 0.0; Mean 3.093604352083851E-4; Valid 3143.0; Max. 0.0046115643845335225 Variable Format: numeric Notes: UNF:6:8udsSv+07BTRt6c5QAAaFw==
pcDeathsSep01
f4277838 Location:	Summary Statistics: StDev 4.69175780356822E-4; Valid 3143.0; Mean 3.415645717073156E-4; Min. 0.0; Max. 0.0046115643845335225 Variable Format: numeric Notes: UNF:6:BppePDKcXBoN1B4v9ADSMw==
pcDeathsSep08
f4277838 Location:	Summary Statistics: StDev 4.820955401384944E-4; Min. 0.0; Max. 0.0046115643845335225; Valid 3143.0; Mean 3.5901827610944505E-4; Variable Format: numeric Notes: UNF:6:MKdssuhFrJT91xb+awQqsw==
pcDeathsSep15
f4277838 Location:	Summary Statistics: Valid 3143.0; StDev 5.015751148999886E-4; Min. 0.0; Mean 3.8279782023059947E-4; Max. 0.004848054865791652 Variable Format: numeric Notes: UNF:6:7KYe/kn8X2jaDp7BIq6ArQ==
pcDeathsSep22
f4277838 Location:	Summary Statistics: Min. 0.0; Mean 4.054031996642199E-4; Valid 3143.0; Max. 0.004966300106420717; StDev 5.236592673421255E-4 Variable Format: numeric Notes: UNF:6:uYqr5nyw7yzGwODPmScUVw==
pcDeathsOct01
f4277838 Location:	Summary Statistics: Min. 0.0; Valid 3143.0; Max. 0.0050845453470497815; Mean 4.374920115708724E-4; StDev 5.414936573721359E-4 Variable Format: numeric Notes: UNF:6:j0aFmvjTt1lPZh4fxasNlw==
pcDeathsOct08
f4277838 Location:	Summary Statistics: Valid 3143.0; Min. 0.0; Max. 0.0050845453470497815; Mean 4.615370177891234E-4; StDev 5.538841729731777E-4 Variable Format: numeric Notes: UNF:6:wORWUKcTAR1ekvr34f0Q/Q==
pcDeathsOct15
f4277838 Location:	Summary Statistics: Mean 4.8679050685181195E-4; StDev 5.656158091367393E-4; Max. 0.005202790587678846; Min. 0.0; Valid 3143.0; Variable Format: numeric Notes: UNF:6:milY/xt4q+qHybY0Y7ZCnQ==
pcDeathsOct22
f4277838 Location:	Summary Statistics: Mean 5.214213703036417E-4; StDev 5.865497857923911E-4; Valid 3143.0; Max. 0.005237560793116348; Min. 0.0 Variable Format: numeric Notes: UNF:6:9cUy2QqPeUyIQhkKlxqQ1w==

Document Description

Citation

Title:

Kuznar COVID 19 Oct 22 Humanities and Social Sciences Comms data

Identification Number:

doi:10.7910/DVN/SGULSY

Distributor:

Harvard Dataverse

Date of Distribution:

2021-07-26

Version:

Bibliographic Citation:

Kuznar, Lawrence, 2021, "Kuznar COVID 19 Oct 22 Humanities and Social Sciences Comms data", https://doi.org/10.7910/DVN/SGULSY, Harvard Dataverse, V1, UNF:6:DVIMgP7ydT7/u4PlonWuaQ== [fileUNF]

Study Description

Citation

Title:

Kuznar COVID 19 Oct 22 Humanities and Social Sciences Comms data

Identification Number:

doi:10.7910/DVN/SGULSY

Authoring Entity:

Kuznar, Lawrence (Purdue University, Fort Wayne)

Distributor:

Harvard Dataverse

Access Authority:

Kuznar, Lawrence

Depositor:

Kuznar, Lawrence

Date of Deposit:

2020-12-26

Study Scope

Keywords:

Medicine, Health and Life Sciences, Social Sciences, Coronavirus, COVID-19

Abstract:

Data used for statistical models of COVID 19 drivers through October 2020

Methodology and Processing

Sources Statement

Data Access

Notes:

CC0 Waiver

Other Study Description Materials

Related Publications

Citation

Bibliographic Citation:

Kuznar, L. A. (in press). The COVID-19 Pandemic: Gray Rhinos, Complexity, Prediction, and National Security. In A. Farhadi (Ed.), Contagion Effect: Radicalization, Unrest, and Competition in the COVID-19 Era. New York: Springer-Verlag.

Citation

Bibliographic Citation:

Kuznar, L. A. (in press). What Goes Around Comes Around? Historical Comparison of Impacts, Responses, and Long-term Effects of the 1918 H1N1 vs. 2020 COVID-19 Pandemics. In S. Pollard & L. A. Kuznar (Eds.), A World Emerging from Pandemic: Implications for Intelligence and National Security. Bethesda, Maryland: National Intelligence University Press.

File Description--f4277838

File: Kuznar COVID 19 Humanities and Social Sciences Comm 2021.tab

Number of cases: 3143
No. of variables per record: 64
Type of File: text/tab-separated-values

Notes:

UNF:6:DVIMgP7ydT7/u4PlonWuaQ==

Variable Description

List of Variables:

countyFIPS - countyFIPS
CountyName - CountyName
State - State
stateFIPS - stateFIPS
NYCSA - NYCSA
Pop2019 - Pop2019
Area - Area
PopDen2019 - PopDen2019
UrbanRural - UrbanRural
Pollution - Pollution
TrumpPCT - TrumpPCT
pcICUBeds - pcICUBeds
AvgPoorHealth - AvgPoorHealth
AvgPoorHealth - AvgPoorHealth
PoorHealth - PoorHealth
MedianInc - MedianInc
Uninsured - Uninsured
MedianMAge2019 - MedianMAge2019
AffectedOccupations - AffectedOccupations
Black - Black
ForeignTravel19 - ForeignTravel19
ChinaTravel19 - ChinaTravel19
PoorRuralBlacks - PoorRuralBlacks
YoungBlackUrban - YoungBlackUrban
DenseForeignTravel - DenseForeignTravel
InsAffectedOccs - InsAffectedOccs
PovertyComorbid - PovertyComorbid
DenseTravel - DenseTravel
YoungUrbanPolluted - YoungUrbanPolluted
Insured - Insured
pcDeathsMar01 - pcDeathsMar01
pcDeathsMar07 - pcDeathsMar07
pcDeathsMar14 - pcDeathsMar14
pcDeathsMar21 - pcDeathsMar21
pcDeathsMar28 - pcDeathsMar28
pcDeathsApr03 - pcDeathsApr03
pcDeathsApr10 - pcDeathsApr10
pcDeathsApr17 - pcDeathsApr17
pcDeathsApr24 - pcDeathsApr24
pcDeathsMay02 - pcDeathsMay02
pcDeathsMay08 - pcDeathsMay08
DeathsMay08 - DeathsMay08
pcDeathsMay14 - pcDeathsMay14
pcDeathsMay22 - pcDeathsMay22
pcDeathsJun01 - pcDeathsJun01
pcDeathsJun08 - pcDeathsJun08
pcDeathsJun15 - pcDeathsJun15
pcDeathsJun22 - pcDeathsJun22
pcDeathsJul01 - pcDeathsJul01
pcDeathsJul08 - pcDeathsJul08
pcDeathsJul15 - pcDeathsJul15
pcDeathsJul23 - pcDeathsJul23
pcDeathsAug01 - pcDeathsAug01
pcDeathsAug08 - pcDeathsAug08
pcDeathsAug15 - pcDeathsAug15
pcDeathsAug22 - pcDeathsAug22
pcDeathsSep01 - pcDeathsSep01
pcDeathsSep08 - pcDeathsSep08
pcDeathsSep15 - pcDeathsSep15
pcDeathsSep22 - pcDeathsSep22
pcDeathsOct01 - pcDeathsOct01
pcDeathsOct08 - pcDeathsOct08
pcDeathsOct15 - pcDeathsOct15
pcDeathsOct22 - pcDeathsOct22

Variables

countyFIPS

f4277838 Location:

Summary Statistics: Max. 56045.0; Mean 30386.32421253542; StDev 15170.59627161552; Valid 3143.0; Min. 1001.0;

Variable Format: numeric

Notes: UNF:6:LamQUuF2FaXtd3FHb+WgCw==

CountyName

f4277838 Location:

Variable Format: character

Notes: UNF:6:U6U2E8pUedf+WF23SyugLg==

State

f4277838 Location:

Variable Format: character

Notes: UNF:6:1uLd3vzzH81Ce1iYfg4hZA==

stateFIPS

f4277838 Location:

Summary Statistics: StDev 15.152388570421836; Valid 3143.0; Min. 1.0; Max. 56.0; Mean 30.282532612154302

Variable Format: numeric

Notes: UNF:6:jdoTQ4S1v9S05Ph6yVlIPg==

NYCSA

f4277838 Location:

Summary Statistics: Min. 0.0; Mean 0.009863188036907318; Valid 3143.0; StDev 0.09883832121160474; Max. 1.0

Variable Format: numeric

Notes: UNF:6:gB9P4mUplB02PP84sVErKQ==

Pop2019

f4277838 Location:

Summary Statistics: Min. 0.0; Mean 104497.05826170021; Max. 1.0039107E7; Valid 3141.0; StDev 333505.9197366763

Variable Format: numeric

Notes: UNF:6:DfoCKoJOOekyXCUYn+JDfA==

Area

f4277838 Location:

Summary Statistics: Valid 3116.0; Min. 0.0; Mean 1014.6925160462132; StDev 1372.6613957654433; Max. 20106.39;

Variable Format: numeric

Notes: UNF:6:GYNGPA54HkLD5qHoN5P8wA==

PopDen2019

f4277838 Location:

Summary Statistics: StDev 1280.4936069577202; Valid 3113.0; Mean 229.39780779821183; Min. 0.2076480263157895; Max. 48358.254156769595

Variable Format: numeric

Notes: UNF:6:g0TdQvb6BnMUNwyhWD+JMA==

UrbanRural

f4277838 Location:

Summary Statistics: Min. 1.0; Valid 3143.0; Mean 4.636334712058542; Max. 6.0; StDev 1.5105538519005821

Variable Format: numeric

Notes: UNF:6:c+riPjWoGDfwwVNqixPc8Q==

Pollution

f4277838 Location:

Summary Statistics: StDev 2.1607775041756043; Valid 3140.0; Max. 19.7; Min. 0.0; Mean 8.927101910828025

Variable Format: numeric

Notes: UNF:6:8eWLSFcx1esvh/ukSA/x+Q==

TrumpPCT

f4277838 Location:

Summary Statistics: Max. 0.960334029; StDev 0.1576260687675669; Min. 0.0; Mean 0.6320001003003851; Valid 3116.0;

Variable Format: numeric

Notes: UNF:6:Ltb4e3XRLX84elBZ8btUuQ==

pcICUBeds

f4277838 Location:

Summary Statistics: Mean 1.2523858391226002E-4; Max. 0.007694499857509262; StDev 2.3690607506759846E-4; Min. 0.0; Valid 3140.0

Variable Format: numeric

Notes: UNF:6:Uhex1VOeDJ6PWSatAfrxZQ==

AvgPoorHealth

f4277838 Location:

Summary Statistics: Valid 3140.0; Max. 30.202866088208335; StDev 2.485924855824582; Mean 19.64579942269487; Min. 10.7760606163125;

Variable Format: numeric

Notes: UNF:6:PASjo3T4c9ZaJVOgjk6RnA==

AvgPoorHealth

f4277838 Location:

Summary Statistics: StDev 2.4018124195792057; Mean 19.988405988945438; Valid 3140.0; Max. 29.49778285125; Min. 10.775399126975;

Variable Format: numeric

Notes: UNF:6:bdiFwMOpZ8qfFvfq0zyXdQ==

PoorHealth

f4277838 Location:

Summary Statistics: Valid 3140.0; Max. 40.990687303; StDev 4.735396222959205; Min. 8.1206450181; Mean 17.93276659144204

Variable Format: numeric

Notes: UNF:6:DbAp63/RYDcLrXIzRJKCsQ==

MedianInc

f4277838 Location:

Summary Statistics: StDev 13877.204731550244; Valid 3140.0; Max. 140382.0; Mean 52801.1433121019; Min. 25385.0

Variable Format: numeric

Notes: UNF:6:hDxoZ+An/dtn6k2fDg90wQ==

Uninsured

f4277838 Location:

Summary Statistics: StDev 5.144130256839323; Valid 3140.0; Min. 2.3; Max. 33.7; Mean 11.475445859872606

Variable Format: numeric

Notes: UNF:6:766JJGt0eYApVuw7zTwL1A==

MedianMAge2019

f4277838 Location:

Summary Statistics: Max. 67.3; Mean 40.28866242038217; Min. 21.7; StDev 5.376396930785902; Valid 3140.0;

Variable Format: numeric

Notes: UNF:6:jTLGoVwGiOdGWBP69ORKOg==

AffectedOccupations

f4277838 Location:

Summary Statistics: Max. 43.5; Valid 3141.0; StDev 3.873599114570018; Min. 0.0; Mean 19.374944285259467;

Variable Format: numeric

Notes: UNF:6:ijy3IyShl/tblKG9OU4NvQ==

Black

f4277838 Location:

Summary Statistics: Mean 0.08998863893492932; StDev 0.14301737508046528; Max. 0.8541435236614086; Min. 0.0; Valid 3140.0

Variable Format: numeric

Notes: UNF:6:nOHUfg49cqhr1VlsbhyHEg==

ForeignTravel19

f4277838 Location:

Summary Statistics: Valid 3143.0; Mean 39804.996818326465; Max. 1.3953291E7; Min. 0.0; StDev 592979.2049232813

Variable Format: numeric

Notes: UNF:6:fs7nzchc7nK812WpBR6NBA==

ChinaTravel19

f4277838 Location:

Summary Statistics: Mean 1418.1902640788855; Max. 961149.0; StDev 26934.750992017554; Min. 0.0; Valid 3143.0

Variable Format: numeric

Notes: UNF:6:9UQrQR5JbcfwhAIKyPN4pw==

PoorRuralBlacks

f4277838 Location:

Variable Format: character

Notes: UNF:6:kPjg7kzoPT41JslBQoTImA==

YoungBlackUrban

f4277838 Location:

Variable Format: character

Notes: UNF:6:DH+qvlaVORa8hqiWA4BPsw==

DenseForeignTravel

f4277838 Location:

Variable Format: character

Notes: UNF:6:WwdAwApd6JDdeB12gp2Qww==

InsAffectedOccs

f4277838 Location:

Variable Format: character

Notes: UNF:6:9h1gd9KsMv8QQWm2fjP+jQ==

PovertyComorbid

f4277838 Location:

Summary Statistics: StDev 1.0000000000000002; Mean 6.576350628712014E-15; Valid 3113.0; Min. -4.669391062935019; Max. 2.6929801526537425;

Variable Format: numeric

Notes: UNF:6:YX4VaUVQfIz7WZ6IVVIpaQ==

DenseTravel

f4277838 Location:

Summary Statistics: Min. -0.8585780029200142; Valid 3113.0; Max. 32.527712097739766; Mean -9.49618725375454E-16; StDev 1.000000000000005;

Variable Format: numeric

Notes: UNF:6:UiRd9KPYbUpjOrFFOZYU7Q==

YoungUrbanPolluted

f4277838 Location:

Summary Statistics: Mean 5.639348074070937E-15; Valid 3113.0; Min. -3.622178723922427; StDev 1.0000000000000024; Max. 8.970664409377498

Variable Format: numeric

Notes: UNF:6:P4rGaPVPr4i8PK+3o/hXVw==

Insured

f4277838 Location:

Summary Statistics: Max. 3.5726563689489144; StDev 0.9999999999999996; Min. -4.31356481367744; Mean -7.710646911982272E-15; Valid 3113.0

Variable Format: numeric

Notes: UNF:6:8zXMjKk0gGUf9dtySqFBrw==

pcDeathsMar01

f4277838 Location:

Summary Statistics: Mean 5.6948818849320964E-9; Valid 3143.0; StDev 3.1926911727365506E-7; Max. 1.7899013764341584E-5; Min. 0.0

Variable Format: numeric

Notes: UNF:6:UiGB/w+rnJT95PbkOfO+GA==

pcDeathsMar07

f4277838 Location:

Summary Statistics: StDev 4.830975244483873E-6; Max. 2.6848520646512375E-4; Valid 3143.0; Min. 0.0; Mean 1.0820275581371089E-7;

Variable Format: numeric

Notes: UNF:6:rfDo4Yq/tAfKL2d21m6s2g==

pcDeathsMar14

f4277838 Location:

Summary Statistics: Mean 3.246082674411325E-7; Valid 3143.0; StDev 1.1334581038496573E-5; Min. 0.0; Max. 6.264654817519555E-4;

Variable Format: numeric

Notes: UNF:6:7IVDjPnqfMACKXd6rCvMAA==

pcDeathsMar21

f4277838 Location:

Summary Statistics: Valid 3143.0; Mean 1.5547027545864536E-6; Min. 0.0; StDev 2.5218769154562613E-5; Max. 0.0013245270185612773

Variable Format: numeric

Notes: UNF:6:cI9nF4iXFHd/MJfy/YhnjQ==

pcDeathsMar28

f4277838 Location:

Summary Statistics: Max. 0.0038661869730977822; StDev 1.2185885930198716E-4; Valid 3143.0; Mean 1.1839659438773806E-5; Min. 0.0

Variable Format: numeric

Notes: UNF:6:H37CpoTB3YD39Z5dtph0Cw==

pcDeathsApr03

f4277838 Location:

Summary Statistics: StDev 3.414859812687418E-4; Mean 3.6606700756343545E-5; Max. 0.010560418120961534; Min. 0.0; Valid 3143.0

Variable Format: numeric

Notes: UNF:6:OdwkprihQOZJ6Kj090i9WA==

pcDeathsApr10

f4277838 Location:

Summary Statistics: Max. 0.03148436521147685; Mean 1.0458081093489232E-4; Valid 3143.0; Min. 0.0; StDev 0.0010347685231186902

Variable Format: numeric

Notes: UNF:6:bdrV0Im13/JUkdiRz2siAw==

pcDeathsApr17

f4277838 Location:

Summary Statistics: Min. 0.0; StDev 1705.0937348737466; Mean 183.27012408527025; Max. 50834.0; Valid 3143.0

Variable Format: numeric

Notes: UNF:6:FBw84kmjAULDTbv3VahiiA==

pcDeathsApr24

f4277838 Location:

Summary Statistics: Mean 6.232775318745558E-4; Valid 3143.0; Max. 0.03129762044308991; StDev 0.0019261621698351678; Min. 0.0

Variable Format: numeric

Notes: UNF:6:UKvONaghke5GW5JZYxWmXQ==

pcDeathsMay02

f4277838 Location:

Summary Statistics: Valid 3143.0; Min. 0.0; StDev 1705.0948432434568; Mean 183.25930641794767; Max. 50834.0

Variable Format: numeric

Notes: UNF:6:rmVm3yugWfcu/1nAU1gf3A==

pcDeathsMay08

f4277838 Location:

Summary Statistics: Mean 8.416587795818222E-5; StDev 2.1453240470851082E-4; Max. 0.003098259073473001; Min. 0.0; Valid 3143.0

Variable Format: numeric

Notes: UNF:6:3If/zYx8tTFb2KKiJ7eXBQ==

DeathsMay08

f4277838 Location:

Summary Statistics: Valid 3143.0; StDev 198.5379780623965; Min. 0.0; Max. 5902.0; Mean 23.930639516385643

Variable Format: numeric

Notes: UNF:6:mirclT+CechU1PjmgxUnwg==

pcDeathsMay14

f4277838 Location:

Summary Statistics: Max. 0.003098259073473001; StDev 2.3421143870549718E-4; Valid 3143.0; Min. 0.0; Mean 9.606079146997658E-5;

Variable Format: numeric

Notes: UNF:6:ucqiERNMyybYHoGAJuc9mw==

pcDeathsMay22

f4277838 Location:

Summary Statistics: Mean 1.1536950483253512E-4; Max. 0.0030477083577540734; Valid 3143.0; Min. 0.0; StDev 2.60400166737582E-4

Variable Format: numeric

Notes: UNF:6:gbiWvLKuIoo7lSYAgEXCEA==

pcDeathsJun01

f4277838 Location:

Summary Statistics: StDev 2.850297565298267E-4; Min. 0.0; Valid 3143.0; Mean 1.2906042165996488E-4; Max. 0.0030477083577540734;

Variable Format: numeric

Notes: UNF:6:SY+1yykLUyak2Y9Xn7HkEA==

pcDeathsJun08

f4277838 Location:

Summary Statistics: Valid 3143.0; Mean 1.407168542767183E-4; Min. 0.0; Max. 0.003310866737613811; StDev 3.022408918644252E-4

Variable Format: numeric

Notes: UNF:6:wKqM8/K4ty++C6Knbg7m4Q==

pcDeathsJun15

f4277838 Location:

Summary Statistics: Valid 3143.0; Mean 1.500894737292529E-4; StDev 3.1527375593052377E-4; Min. 0.0; Max. 0.0035473572188719402;

Variable Format: numeric

Notes: UNF:6:gAn57i361qnSGggLgKAgkQ==

pcDeathsJun22

f4277838 Location:

Summary Statistics: Max. 0.0037838477001300697; Min. 0.0; StDev 3.2586623024123E-4; Mean 1.5861787539340366E-4; Valid 3143.0

Variable Format: numeric

Notes: UNF:6:tWsl235F/k7aHrIhCK3bYg==

pcDeathsJul01

f4277838 Location:

Summary Statistics: Max. 0.0037838477001300697; Min. 0.0; Valid 3143.0; Mean 1.7314261552537675E-4; StDev 3.4790720381953227E-4

Variable Format: numeric

Notes: UNF:6:EARL397rU3EYK/3K7MGmKA==

pcDeathsJul08

f4277838 Location:

Summary Statistics: Mean 1.8235862414551818E-4; Max. 0.0039020929407591345; Valid 3143.0; Min. 0.0; StDev 3.576943332784839E-4;

Variable Format: numeric

Notes: UNF:6:7kWTuRuyP2CvSGZNUlCf3Q==

pcDeathsJul15

f4277838 Location:

Summary Statistics: Max. 0.0039020929407591345; StDev 3.67133913704721E-4; Valid 3143.0; Mean 1.9422082597532548E-4; Min. 0.0

Variable Format: numeric

Notes: UNF:6:OJDTe/qAb8hZixgRNy3gNQ==

pcDeathsJul23

f4277838 Location:

Summary Statistics: Mean 2.0820876264767386E-4; Max. 0.0039020929407591345; Valid 3143.0; Min. 0.0; StDev 3.747207739411969E-4;

Variable Format: numeric

Notes: UNF:6:sl9Hjk8ZAq3lXPiBsPZpsg==

pcDeathsAug01

f4277838 Location:

Summary Statistics: StDev 3.943335216137484E-4; Max. 0.004020338181388199; Valid 3143.0; Mean 2.3936473661937703E-4; Min. 0.0

Variable Format: numeric

Notes: UNF:6:+OrSgSDRQJJ+E0CfZOKozg==

pcDeathsAug08

f4277838 Location:

Summary Statistics: Valid 3143.0; StDev 4.092263334099822E-4; Max. 0.0041385834220172635; Min. 0.0; Mean 2.610987870321327E-4

Variable Format: numeric

Notes: UNF:6:CLjoVspoA3OC3C0na/GdBQ==

pcDeathsAug15

f4277838 Location:

Summary Statistics: Min. 0.0; StDev 4.2620567743685594E-4; Max. 0.0041385834220172635; Mean 2.8504537863502247E-4; Valid 3143.0

Variable Format: numeric

Notes: UNF:6:2WCRDKjGD7dTzev0V0brRg==

pcDeathsAug22

f4277838 Location:

Summary Statistics: StDev 4.4447997830478696E-4; Min. 0.0; Mean 3.093604352083851E-4; Valid 3143.0; Max. 0.0046115643845335225

Variable Format: numeric

Notes: UNF:6:8udsSv+07BTRt6c5QAAaFw==

pcDeathsSep01

f4277838 Location:

Summary Statistics: StDev 4.69175780356822E-4; Valid 3143.0; Mean 3.415645717073156E-4; Min. 0.0; Max. 0.0046115643845335225

Variable Format: numeric

Notes: UNF:6:BppePDKcXBoN1B4v9ADSMw==

pcDeathsSep08

f4277838 Location:

Summary Statistics: StDev 4.820955401384944E-4; Min. 0.0; Max. 0.0046115643845335225; Valid 3143.0; Mean 3.5901827610944505E-4;

Variable Format: numeric

Notes: UNF:6:MKdssuhFrJT91xb+awQqsw==

pcDeathsSep15

f4277838 Location:

Summary Statistics: Valid 3143.0; StDev 5.015751148999886E-4; Min. 0.0; Mean 3.8279782023059947E-4; Max. 0.004848054865791652

Variable Format: numeric

Notes: UNF:6:7KYe/kn8X2jaDp7BIq6ArQ==

pcDeathsSep22

f4277838 Location:

Summary Statistics: Min. 0.0; Mean 4.054031996642199E-4; Valid 3143.0; Max. 0.004966300106420717; StDev 5.236592673421255E-4

Variable Format: numeric

Notes: UNF:6:uYqr5nyw7yzGwODPmScUVw==

pcDeathsOct01

f4277838 Location:

Summary Statistics: Min. 0.0; Valid 3143.0; Max. 0.0050845453470497815; Mean 4.374920115708724E-4; StDev 5.414936573721359E-4

Variable Format: numeric

Notes: UNF:6:j0aFmvjTt1lPZh4fxasNlw==

pcDeathsOct08

f4277838 Location:

Summary Statistics: Valid 3143.0; Min. 0.0; Max. 0.0050845453470497815; Mean 4.615370177891234E-4; StDev 5.538841729731777E-4

Variable Format: numeric

Notes: UNF:6:wORWUKcTAR1ekvr34f0Q/Q==

pcDeathsOct15

f4277838 Location:

Summary Statistics: Mean 4.8679050685181195E-4; StDev 5.656158091367393E-4; Max. 0.005202790587678846; Min. 0.0; Valid 3143.0;

Variable Format: numeric

Notes: UNF:6:milY/xt4q+qHybY0Y7ZCnQ==

pcDeathsOct22

f4277838 Location:

Summary Statistics: Mean 5.214213703036417E-4; StDev 5.865497857923911E-4; Valid 3143.0; Max. 0.005237560793116348; Min. 0.0

Variable Format: numeric

Notes: UNF:6:9cUy2QqPeUyIQhkKlxqQ1w==