Replication Data for: Using Contextual Measures to Capture Citizens' Perception of Inequality in their Surrounding Environment (doi:10.7910/DVN/PY3UJW)

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Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Replication Data for: Using Contextual Measures to Capture Citizens' Perception of Inequality in their Surrounding Environment

doi:10.7910/DVN/PY3UJW

Harvard Dataverse

2025-03-17

1

Newman, Benjamin, 2025, "Replication Data for: Using Contextual Measures to Capture Citizens' Perception of Inequality in their Surrounding Environment", https://doi.org/10.7910/DVN/PY3UJW, Harvard Dataverse, V1, UNF:6:48hMwxhQ8boObhe0jTNqzw== [fileUNF]

Replication Data for: Using Contextual Measures to Capture Citizens' Perception of Inequality in their Surrounding Environment

doi:10.7910/DVN/PY3UJW

Newman, Benjamin (University of California, Riverside)

Enter your name here: LastName, FirstName

Harvard Dataverse

Newman, Benjamin

Newman, Benjamin

2024-11-19

https://doi.org/10.7910/DVN/PY3UJW

Social Sciences

A growing literature explores the effect of economic inequality in citizens' surrounding environment on their political attitudes and behavior. This literature typically relies on measures of income concentration or gap-size, which reflect under-tested presumptions about how citizens perceive the economic conditions surrounding them. Utilizing survey data to explore perception of economic inequality in Americans' residential environment, this note finds that measures capturing income concentration or gap-size perform poorly relative to a measure capturing the \textit{joint prevalence} of ``haves'' and ``have-nots.'' These results suggest that commonly-used measures of economic inequality may not fully capture the features of people’s daily environment used to perceive the existence or magnitude of inequality. The results guide future research toward using contextual indicators that treat inequality as a compound phenomenon involving manifestations of poverty and affluence.

• Number of cases: 33120

• No. of variables per record: 4

• Type of File: text/tab-separated-values

UNF:6:x55BlhfUWYM5CfCZHhJjAw==

2015-2019 American Community Survey 5-Year Zip Code File (Figure 1)

• Number of cases: 9439

• No. of variables per record: 61

• Type of File: text/tab-separated-values

UNF:6:hR6okcJ9Ts32PqpgWVlDzA==

August 2020 Lucid Survey Data

• Number of cases: 2047

• No. of variables per record: 51

• Type of File: text/tab-separated-values

UNF:6:88zLCVrfL23oyrGUKf8afg==

NSL 2018 Stacked Replication Data

• zip - 5-digit ZIP Code Tabulation Area
• pless30zip
• pmore100zip
• ginizip
• responseid - ResponseId
• ftpoor
• Age
• male - R Male
• educ
• partyid
• region
• zip
• locineq
• zlocineq - Perceived Local Inequality
• miltax
• zmiltax - Standardized values of miltax
• zftpoor - R Affect toward Poor
• zeduc - R Education
• black - R Black
• aapi - R AAPI
• latino - R Latinx
• lowmidincome - R Low-Mid Income
• midincome - R Mid Income
• highmidincome - R High-Mid Income
• highincome - R High Income
• missingincome - R Income Missing
• zAge - R Age
• zpartyid - R Party ID
• union_mem - R Union Member
• union_past - R Past Union Mem
• unemployed - R Unemployed
• popden19zip
• pnonwht19zip
• pcollege19zip
• punemp19zip
• medinc19zip
• gini19zip
• pbelow30k
• pbelow25k
• pabove100
• pabove125
• ratio19zip
• top5share19zip
• rHHIc19zip
• rHHIm19zip
• zpopden19zip - Pop. Density
• zmedinc19zip - Median Income
• zpnonwht19zip - % Non-White
• zpbelow30k - Standardized values of pbelow30k
• zpabove100 - Standardized values of pabove100
• zpbelow25k - Standardized values of pbelow25k
• zpabove125 - Standardized values of pabove125
• zpunemp19zip - % Unemployed
• zgini19zip - Gini Coefficient
• zpcollege19zip - % College Educated
• zratio19zip - 80/20 Ratio
• ztop5share19zip - Top 5% Share
• zrHHIc19zip - Standardized values of rHHIc19zip
• zrHHIm19zip - Standardized values of rHHIm19zip
• midlow19zip
• top5mid19zip
• zmidlow19zip - Bottom-Concentrated
• ztop5mid19zip - Top-Concentrated
• pbelow35k
• zpbelow35k - Standardized values of pbelow35k
• weight
• zip
• fips
• male
• latino
• black
• unemployed
• lowmidincome - income6== 2.0000
• midincome - income6== 3.0000
• highmidincome - income6== 4.0000
• highincome - income6== 5.0000
• missingincome - income6== 6.0000
• aapi
• locineq
• zlocineq - Standardized values of locineq
• pden16zip
• pnonwht16zip
• pcollege16zip
• punemp16zip
• medinc16zip
• ratio16zip
• midlow16zip
• top5mid16zip
• top5share16zip
• gini16zip
• pbelow35zip
• pbelow25zip
• pabove100zip
• pabove125zip
• rHHIc16zip
• rHHIm16zip
• zmedinc16zip - Standardized values of medinc16zip
• zpcollege16zip - Standardized values of pcollege16zip
• zpunemp16zip - Standardized values of punemp16zip
• zpden16zip - Standardized values of pden16zip
• zpnonwht16zip - Standardized values of pnonwht16zip
• zgini16zip - Standardized values of gini16zip
• zratio16zip - Standardized values of ratio16zip
• zmidlow16zip - Standardized values of midlow16zip
• ztop5mid16zip - Standardized values of top5mid16zip
• ztop5share16zip - Standardized values of top5share16zip
• zpbelow30zip - Standardized values of pbelow30zip
• zpabove125zip - Standardized values of pabove125zip
• zpbelow25zip - Standardized values of pbelow25zip
• zrHHIm16zip - Standardized values of rHHIm16zip
• zrHHIc16zip - Standardized values of rHHIc16zip
• zeducation2 - Standardized values of education
• zpartyid2 - Standardized values of partyid
• zAge2 - Standardized values of Age
• sid
• zpbelow35zip - Standardized values of pbelow35zip

f10991606 Location:

Summary Statistics: Max. 99929.0; Min. 601.0; Valid 33120.0; StDev 27564.925769235677; Mean 49666.33420892185

Variable Format: numeric

Notes: UNF:6:hXx4ynpHIKlXGl9OLyu+3Q==

f10991606 Location:

Summary Statistics: Max. 100.0; StDev 14.753209776877354; Mean 26.39274388132614; Valid 32519.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:A0o3rOkmkoqvA4BUb5UBWA==

f10991606 Location:

Summary Statistics: Min. 0.0; Max. 100.0; Mean 23.95152908179864; StDev 16.043115871638243; Valid 32519.0

Variable Format: numeric

Notes: UNF:6:PEOqgP/jNr7D1ejsWXk4Ng==

f10991606 Location:

Summary Statistics: Max. 0.8618999719619751; Mean 0.4151353473788717; Min. 0.0; StDev 0.07702712798462998; Valid 32192.0;

Variable Format: numeric

Notes: UNF:6:klhsul5l+yC0/UapJfN7bA==

f10991608 Location:

Variable Format: character

Notes: UNF:6:IlxCNjod0SRxCuTSJfM18g==

f10991608 Location:

Summary Statistics: Valid 9439.0; Min. 1.0; Max. 7.0; Mean 5.502065896811102; StDev 1.3091568600250059;

Variable Format: numeric

Notes: UNF:6:ycWEVxpSuYgn2Z8uhWvMsA==

f10991608 Location:

Summary Statistics: Valid 9362.0; Mean 44.020081179235255; Min. 18.0; Max. 91.0; StDev 16.787263730556813

Variable Format: numeric

Notes: UNF:6:C3buICqyFN1zyBqHhwZHkg==

f10991608 Location:

Summary Statistics: Mean 0.48675496688741693; Valid 9362.0; Max. 1.0; Min. 0.0; StDev 0.4998512347745723

Variable Format: numeric

Notes: UNF:6:I+D6bxsMtZWM4aHViBgT8g==

f10991608 Location:

Summary Statistics: Valid 9291.0; StDev 1.932643243304522; Mean 4.5877731137660005; Min. 1.0; Max. 8.0

Variable Format: numeric

Notes: UNF:6:oXu55IUiGhvYwMBS0I5tVg==

f10991608 Location:

Summary Statistics: Valid 9362.0; StDev 2.2995077608417565; Max. 7.0; Min. 1.0; Mean 3.9509720145268092

Variable Format: numeric

Notes: UNF:6:bKIT89CViMqnssH4Q/akpQ==

f10991608 Location:

Variable Format: character

Notes: UNF:6:OxlwWuGNoe8/4m8VIgQfnw==

f10991608 Location:

Summary Statistics: StDev 29219.40785835379; Valid 9362.0; Min. 1002.0; Mean 48249.558534499505; Max. 99801.0

Variable Format: numeric

Notes: UNF:6:+Vn6PJlVjZTK9tZgfZ6HRQ==

f10991608 Location:

Summary Statistics: StDev 1.089809610467141; Min. 1.0; Max. 5.0; Valid 9439.0; Mean 3.8426740120775498

Variable Format: numeric

Notes: UNF:6:MlO0qOtarvP0d07DazHOOQ==

f10991608 Location:

Summary Statistics: Max. 1.0619524717330933; StDev 1.0000000204400914; Mean 2.304880173196366E-10; Min. -2.6084134578704834; Valid 9439.0;

Variable Format: numeric

Notes: UNF:6:LONlZwVVOn1pPuuA9P7yyg==

f10991608 Location:

Summary Statistics: Mean 3.878906663841505; Max. 5.0; Valid 9439.0; Min. 1.0; StDev 1.2533739300784987;

Variable Format: numeric

Notes: UNF:6:LD8BqIScfDLdz/WKpqGw5w==

f10991608 Location:

Summary Statistics: Max. 0.8944603800773621; Min. -2.2969255447387695; Valid 9439.0; Mean -3.6601659402479605E-9; StDev 0.9999999880897059;

Variable Format: numeric

Notes: UNF:6:h8aljgaq1vdKGeETvlZUEw==

f10991608 Location:

Summary Statistics: Max. 1.1441975831985474; Valid 9439.0; StDev 1.00000000281226; Min. -3.4389047622680664; Mean 8.619596712767055E-10;

Variable Format: numeric

Notes: UNF:6:E2WoVVPQ5cS/OTYRLc6Yxw==

f10991608 Location:

Summary Statistics: StDev 0.9842351104149378; Min. -1.7703344821929932; Max. 1.7945479154586792; Valid 9291.0; Mean 0.05680679689887522

Variable Format: numeric

Notes: UNF:6:/VF06YoM3/YlDdsSpVYupA==

f10991608 Location:

Summary Statistics: Mean 0.1114524843733453; StDev 0.31470831078510647; Valid 9439.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:o5eNKVMOtR3EQ6blIBFDig==

f10991608 Location:

Summary Statistics: Max. 1.0; Mean 0.040258501959952835; Min. 0.0; StDev 0.19657530066046386; Valid 9439.0

Variable Format: numeric

Notes: UNF:6:CL3uGEMYwu8gIRVybfS+rA==

f10991608 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.32723485325606866; Mean 0.12194088356817079; Valid 9439.0

Variable Format: numeric

Notes: UNF:6:s548aU9Rala/sba0k+w/sA==

f10991608 Location:

Summary Statistics: Valid 9362.0; Min. 0.0; StDev 0.36957962435652414; Mean 0.16321298867763281; Max. 1.0

Variable Format: numeric

Notes: UNF:6:Wbmskii833gR78XysdINHA==

f10991608 Location:

Summary Statistics: Min. 0.0; Valid 9362.0; Max. 1.0; Mean 0.20786156804101594; StDev 0.4057988738945106

Variable Format: numeric

Notes: UNF:6:3SIaKUIoMlG1B2PwKWLj7w==

f10991608 Location:

Summary Statistics: Mean 0.19013031403546185; Valid 9362.0; Max. 1.0; StDev 0.3924248041352897; Min. 0.0

Variable Format: numeric

Notes: UNF:6:TzIBfP6I+MckZ1C0t6P2Dw==

f10991608 Location:

Summary Statistics: Valid 9362.0; Mean 0.1907712027344607; Min. 0.0; Max. 1.0; StDev 0.39293007330549434

Variable Format: numeric

Notes: UNF:6:Cc47S8LenwD9sl4MJ8DrcA==

f10991608 Location:

Summary Statistics: Mean 0.03791924802392656; Valid 9362.0; Max. 1.0; Min. 0.0; StDev 0.1910111929182558;

Variable Format: numeric

Notes: UNF:6:Fc4FXqJ+bvf6dMnDnRX3yg==

f10991608 Location:

Summary Statistics: Min. -1.4690295457839966; StDev 0.9887235167394716; Mean 0.06348144757216038; Valid 9362.0; Max. 2.8304691314697266

Variable Format: numeric

Notes: UNF:6:F1Ls/VzHUzcVNIx7atT4jg==

f10991608 Location:

Summary Statistics: Valid 9362.0; Min. -1.315049648284912; StDev 1.022442633297667; Max. 1.3527629375457764; Mean -0.00294293558411717

Variable Format: numeric

Notes: UNF:6:Qpybb6Vz7IYIugnjydRlsQ==

f10991608 Location:

Summary Statistics: StDev 0.3441848409358375; Max. 1.0; Mean 0.1373026803686847; Min. 0.0; Valid 9439.0;

Variable Format: numeric

Notes: UNF:6:cfnxOxpiwXOrW9/BwWGTug==

f10991608 Location:

Summary Statistics: Mean 0.13581947240173742; Max. 1.0; StDev 0.34261491427716206; Min. 0.0; Valid 9439.0

Variable Format: numeric

Notes: UNF:6:/X9GrELz4o/Oyd7knmbP2Q==

f10991608 Location:

Summary Statistics: Max. 1.0; Mean 0.09895116008051683; Valid 9439.0; StDev 0.29861224840540257; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:vAlxL2Ml4MzayK2hY4kAAQ==

f10991608 Location:

Summary Statistics: Mean 5341.114741864219; Min. 0.0; Valid 9243.0; Max. 149289.796875; StDev 13863.334491815613

Variable Format: numeric

Notes: UNF:6:ZZwgT5LT5usit0E6/FgGpQ==

f10991608 Location:

Summary Statistics: Max. 99.96572875976562; Min. 0.0; Mean 38.17508787796948; StDev 26.4926711770764; Valid 9236.0

Variable Format: numeric

Notes: UNF:6:mbtzO/jKif29YwctGwWUrg==

f10991608 Location:

Summary Statistics: Min. 0.0; Mean 32.22044174682298; StDev 17.73581161170962; Max. 100.0; Valid 9236.0

Variable Format: numeric

Notes: UNF:6:sX0szOdbK8xv4/V3lpIsGg==

f10991608 Location:

Summary Statistics: Min. 0.0; Mean 5.583386606816182; StDev 3.2123167064289166; Max. 92.85713958740234; Valid 9234.0;

Variable Format: numeric

Notes: UNF:6:Qa0MY8KNIqcUMmqEFOqGyA==

f10991608 Location:

Summary Statistics: StDev 28133.202009553293; Max. 250001.0; Mean 67145.22902420466; Valid 9213.0; Min. 13574.0;

Variable Format: numeric

Notes: UNF:6:+tbrJfIE81YEjb5bdDy7Jw==

f10991608 Location:

Summary Statistics: Min. 0.008799999952316284; Mean 0.4407886094336478; Valid 9227.0; Max. 0.6825000047683716; StDev 0.05311750118231425;

Variable Format: numeric

Notes: UNF:6:XR2e0EHQO5EheM2+Lv2rdA==

f10991608 Location:

Summary Statistics: Valid 9231.0; StDev 11.517421061217041; Mean 24.307062308293695; Min. 0.0; Max. 100.0

Variable Format: numeric

Notes: UNF:6:tZQRD1DjV0deGE7N7DRJeg==

f10991608 Location:

Summary Statistics: Max. 100.0; Valid 9231.0; Min. 0.0; Mean 19.87577881517382; StDev 10.150713982552238;

Variable Format: numeric

Notes: UNF:6:g7qFjHs2irIRaJkib/DuvQ==

f10991608 Location:

Summary Statistics: Mean 29.044238093266035; Valid 9231.0; StDev 15.729732290994395; Max. 100.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:DKpzL+2di2Pt5SYk1hjbmg==

f10991608 Location:

Summary Statistics: Max. 100.0; StDev 13.908536141962598; Min. 0.0; Mean 20.06610965950214; Valid 9231.0

Variable Format: numeric

Notes: UNF:6:kvQ5vS68uuKoid3DETzgug==

f10991608 Location:

Summary Statistics: StDev 9.577875116163739; Max. 315.1045227050781; Valid 9127.0; Min. 3.8334267139434814; Mean 14.416516604396932

Variable Format: numeric

Notes: UNF:6:qSb4SC7rKWdNLTkN5w4qXw==

f10991608 Location:

Summary Statistics: Mean 20.134062674346758; Max. 43.91999816894531; Valid 9127.0; StDev 3.8781706711072736; Min. 10.289999961853027

Variable Format: numeric

Notes: UNF:6:Px7P57B1GBkIkwM3T0MjVQ==

f10991608 Location:

Summary Statistics: Max. 6443.41796875; StDev 346.3488154224362; Valid 9127.0; Min. 3521.584716796875; Mean 5589.388898280857;

Variable Format: numeric

Notes: UNF:6:ePW1ytoei9TSeWnvrQFCNg==

f10991608 Location:

Summary Statistics: Max. 9988.634765625; StDev 490.108534580421; Min. 2500.445068359375; Valid 9231.0; Mean 9465.135577020326;

Variable Format: numeric

Notes: UNF:6:DNNL+7fmS8UDB+7KrqUuTQ==

f10991608 Location:

Summary Statistics: Min. -0.38782617449760437; Max. 10.524710655212402; Mean 0.002589744762564431; StDev 1.0133589306489577; Valid 9243.0

Variable Format: numeric

Notes: UNF:6:Xbw9WupY3JECC9sBmX9gHQ==

f10991608 Location:

Summary Statistics: StDev 0.9984367366556287; Min. -1.8941376209259033; Valid 9213.0; Mean 0.0070851451385626225; Max. 6.496567726135254;

Variable Format: numeric

Notes: UNF:6:Hz5S38g6024w7eL+l8JH8A==

f10991608 Location:

Summary Statistics: Max. 2.299837112426758; Min. -1.4455775022506714; Mean -0.015272018575543734; Valid 9236.0; StDev 0.9926005457489039

Variable Format: numeric

Notes: UNF:6:QWbkWkI6k92zPQIpBAQHtw==

f10991608 Location:

Summary Statistics: Valid 9231.0; Max. 6.519287109375; Min. -2.1078925132751465; StDev 0.9936285997368346; Mean -0.010878670013861056

Variable Format: numeric

Notes: UNF:6:XTFHXVkDlcnJ1ndcCqCSZQ==

f10991608 Location:

Summary Statistics: Min. -1.8393051624298096; StDev 1.0005781474823106; Valid 9231.0; Mean 0.008217112666875913; Max. 4.52175760269165

Variable Format: numeric

Notes: UNF:6:D5pjYhRXclk0NtRfQEc85w==

f10991608 Location:

Summary Statistics: Mean -0.011103425234723028; Valid 9231.0; Max. 7.8188300132751465; StDev 0.9919524300871182; Min. -1.9534127712249756

Variable Format: numeric

Notes: UNF:6:+Mw9C06KsQtLg5ThOo4WyA==

f10991608 Location:

Summary Statistics: Max. 5.751089572906494; Min. -1.4348500967025757; StDev 0.9994589940275515; Valid 9231.0; Mean 0.007088396474723317

Variable Format: numeric

Notes: UNF:6:aoZLFwxX95U58pCBlmv4DQ==

f10991608 Location:

Summary Statistics: Min. -1.7425769567489624; Mean -0.012294404568713196; Valid 9234.0; Max. 27.033702850341797; StDev 0.9954918296893452

Variable Format: numeric

Notes: UNF:6:eUxYeZJYpv8rR7vng1Lseg==

f10991608 Location:

Summary Statistics: StDev 0.9941924241351439; Max. 4.517441749572754; Min. -8.09210205078125; Valid 9227.0; Mean -0.0066346725582518504;

Variable Format: numeric

Notes: UNF:6:edjl+D3ETKAnFvTf9UrL/w==

f10991608 Location:

Summary Statistics: StDev 1.0037897807185168; Min. -1.8101588487625122; Valid 9236.0; Max. 3.8495187759399414; Mean 0.013414301841567222

Variable Format: numeric

Notes: UNF:6:64Cy3jW+8zC61oTRDRJOQw==

f10991608 Location:

Summary Statistics: StDev 0.9650014563342251; Max. 30.28936767578125; Min. -1.072187066078186; Valid 9127.0; Mean -0.005907003031287835

Variable Format: numeric

Notes: UNF:6:aZcuJuDD6VtpON/KhAiwWw==

f10991608 Location:

Summary Statistics: Min. -2.5426056385040283; Valid 9127.0; StDev 1.0003220702695603; Mean -0.00346187049188131; Max. 6.131801128387451;

Variable Format: numeric

Notes: UNF:6:ypv33/Co5M8+Cvbmgh6bFQ==

f10991608 Location:

Summary Statistics: Max. 2.467593193054199; Valid 9127.0; Min. -5.954373836517334; StDev 0.9983247124347633; Mean 0.00591777859834556

Variable Format: numeric

Notes: UNF:6:Ce19//Ft9i0yzyHdx8Yktw==

f10991608 Location:

Summary Statistics: Valid 9231.0; Max. 1.0468336343765259; StDev 0.9734485134887912; Min. -13.826131820678711; Mean 0.007064949523525267;

Variable Format: numeric

Notes: UNF:6:Pn6mkPKRSIsbKQAbX1RSRg==

f10991608 Location:

Summary Statistics: Max. 85.1905746459961; Mean 4.364178049795537; Min. 1.642329216003418; StDev 1.6942289839225035; Valid 9127.0

Variable Format: numeric

Notes: UNF:6:+CYdevw+vGtgCRf4tNW2/g==

f10991608 Location:

Summary Statistics: Min. 2.024340867996216; StDev 1.713673622918137; Max. 20.593029022216797; Mean 5.398562460775311; Valid 9127.0;

Variable Format: numeric

Notes: UNF:6:HbnrXQu1eDGt/HWsZ5gIIg==

f10991608 Location:

Summary Statistics: Mean -0.00466476172238615; Valid 9127.0; StDev 0.9895647927836421; Max. 47.20439529418945; Min. -1.5944414138793945;

Variable Format: numeric

Notes: UNF:6:iYh7hCt3g0CzqTw0S8mwig==

f10991608 Location:

Summary Statistics: Max. 8.8612060546875; Mean -0.003975948541635758; Valid 9127.0; Min. -1.9726589918136597; StDev 0.9998395573398182;

Variable Format: numeric

Notes: UNF:6:vpl1c8BRqKMrO+TD7xkdaw==

f10991608 Location:

Summary Statistics: Max. 100.0; Min. 0.0; Mean 28.89097123091286; StDev 12.723465269555245; Valid 9231.0;

Variable Format: numeric

Notes: UNF:6:mxGiWKAKxY5eL0OUDaMO6Q==

f10991608 Location:

Summary Statistics: Max. 5.550817489624023; Mean -0.010744864062962855; StDev 0.9951246377612045; Min. -2.2703585624694824; Valid 9231.0;

Variable Format: numeric

Notes: UNF:6:7Sz5AAOH/BsxyfCOEieHjw==

f10991613 Location:

Summary Statistics: Mean 1.0000000008270142; Valid 1000.0; Max. 7.002766132354736; Min. 0.01151103712618351; StDev 0.941837691700756

Variable Format: numeric

Notes: UNF:6:1OjmF7Onm2J/OKkVbQjI7A==

f10991613 Location:

Summary Statistics: Valid 2042.0; StDev 29483.168014591334; Mean 50252.42997061638; Max. 99645.0; Min. 1069.0;

Variable Format: numeric

Notes: UNF:6:pfiwHCnh/v/1yzJ9IAHV9w==

f10991613 Location:

Summary Statistics: Max. 56009.0; Valid 999.0; Min. 1049.0; StDev 15747.80159694498; Mean 28107.02302302302

Variable Format: numeric

Notes: UNF:6:eqknzojgPIPf62qiCbJueg==

f10991613 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.49971088747954906; Mean 0.4797264289203714; Valid 2047.0;

Variable Format: numeric

Notes: UNF:6:NfF0RFhdftHACLcUPs0LMQ==

f10991613 Location:

Summary Statistics: StDev 0.28184018537653277; Max. 1.0; Valid 2047.0; Mean 0.08695652173913052; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:ElSGmoL6Y5C02/vNRjv11Q==

f10991613 Location:

Summary Statistics: Valid 2047.0; Min. 0.0; Max. 1.0; Mean 0.12164142647777217; StDev 0.3269510837222135;

Variable Format: numeric

Notes: UNF:6:mmlssLhZFpHYheW1+k7fNw==

f10991613 Location:

Summary Statistics: StDev 0.3865200575780614; Valid 2047.0; Mean 0.18270639960918408; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:swiUAISc0nlXwkU0/C/qxQ==

f10991613 Location:

Summary Statistics: Mean 0.2120175867122617; StDev 0.408837112597168; Max. 1.0; Valid 2047.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:6/udyApzMu5Hnv7p9mfeaA==

f10991613 Location:

Summary Statistics: StDev 0.37870637842539107; Min. 0.0; Max. 1.0; Valid 2047.0; Mean 0.1734245236932093

Variable Format: numeric

Notes: UNF:6:LPWhGyAIRIiDJ74kqTFYMQ==

f10991613 Location:

Summary Statistics: StDev 0.35276972030792303; Mean 0.14557889594528586; Min. 0.0; Valid 2047.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:p8DhqhmDhRW5y+AvdGSg9g==

f10991613 Location:

Summary Statistics: StDev 0.41456532913594996; Max. 1.0; Min. 0.0; Mean 0.2203224230581335; Valid 2047.0;

Variable Format: numeric

Notes: UNF:6:bJuzpv344+Bqm7bcxE/eCw==

f10991613 Location:

Summary Statistics: Mean 0.055202735710796265; StDev 0.2284313574700347; Min. 0.0; Valid 2047.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:oenUMdKSpYu1XqPGiIbR9A==

f10991613 Location:

Summary Statistics: Valid 2047.0; StDev 0.17538674470734927; Max. 1.0; Mean 0.031753786028334174; Min. 0.0

Variable Format: numeric

Notes: UNF:6:mwm9ImXBMUsL2m/OtRRa4A==

f10991613 Location:

Summary Statistics: Min. 1.0; Max. 5.0; StDev 1.0205333099834633; Valid 2045.0; Mean 3.3398533007334974;

Variable Format: numeric

Notes: UNF:6:QLV+1gMkFn6eEGlgqwdSPA==

f10991613 Location:

Summary Statistics: Mean -7.723838124368833E-10; Max. 1.6569995880126953; Valid 2045.0; StDev 0.9997553494464066; Min. -2.3592374324798584

Variable Format: numeric

Notes: UNF:6:TqFGDGe1zMOIqWKZU3+JFQ==

f10991613 Location:

Summary Statistics: Valid 2029.0; StDev 10390.122937726534; Mean 4345.3805892417195; Max. 153435.796875; Min. 1.115952968597412

Variable Format: numeric

Notes: UNF:6:SL4vVup2f/Ymh9XO9QU3VQ==

f10991613 Location:

Summary Statistics: Max. 99.58470916748047; Valid 2029.0; StDev 26.81008375049315; Min. 0.0; Mean 37.49620108794784;

Variable Format: numeric

Notes: UNF:6:PBPBHcexb0tFoNwZsoup/A==

f10991613 Location:

Summary Statistics: Mean 31.868427114101276; Min. 0.0; Max. 87.03368377685547; StDev 17.506079990278916; Valid 2029.0

Variable Format: numeric

Notes: UNF:6:49wcLfNFwsPJXw0MJU3Q0w==

f10991613 Location:

Summary Statistics: Min. 0.0; Mean 7.562531410700407; Max. 28.81355857849121; StDev 3.714683502358938; Valid 2029.0;

Variable Format: numeric

Notes: UNF:6:hqbwEMXblBQNfNz+GJScfw==

f10991613 Location:

Summary Statistics: Mean 61266.47313947756; Valid 2029.0; Min. 13349.0; StDev 26072.970213108107; Max. 232500.0;

Variable Format: numeric

Notes: UNF:6:QYD5Eh9u+nWGwwJ6ghuv8g==

f10991613 Location:

Summary Statistics: Max. 221.5; Valid 2011.0; Mean 13.916686129415881; StDev 8.150876228614298; Min. 4.551535129547119;

Variable Format: numeric

Notes: UNF:6:avGYad00Y8ksNKgRtSBDdA==

f10991613 Location:

Summary Statistics: Max. 22.488601684570312; Valid 2011.0; Mean 4.275684854274126; Min. 2.147152900695801; StDev 1.174302702436448

Variable Format: numeric

Notes: UNF:6:cDTRze5Za95jioHkAfx3wg==

f10991613 Location:

Summary Statistics: Valid 2011.0; Mean 5.254771338595139; StDev 1.7319127774354541; Max. 22.941530227661133; Min. 2.145806074142456

Variable Format: numeric

Notes: UNF:6:PrJMG6AVyFoCQeh3HRpjXA==

f10991613 Location:

Summary Statistics: Max. 51.75; Valid 2011.0; StDev 3.8798834046413155; Min. 10.899999618530273; Mean 19.70237692050943;

Variable Format: numeric

Notes: UNF:6:t2iPkRu9PzcsVLWnHcaRKQ==

f10991613 Location:

Summary Statistics: Mean 0.43672617062184543; Max. 0.6970999836921692; Min. 0.11569999903440475; StDev 0.05358170071524267; Valid 2029.0;

Variable Format: numeric

Notes: UNF:6:8AI4+rbxPvQBdvu/7QF44A==

f10991613 Location:

Summary Statistics: Min. 0.0; Mean 31.75080965492398; StDev 13.708441456592437; Max. 86.66666412353516; Valid 2029.0

Variable Format: numeric

Notes: UNF:6:AgqITUcvt5yOkCGGwbPW/A==

f10991613 Location:

Summary Statistics: Valid 2029.0; Max. 69.12462615966797; StDev 11.036349013349742; Mean 22.031033555882054; Min. 0.0

Variable Format: numeric

Notes: UNF:6:cMMh/Y4bombKl3kuFNzKfw==

f10991613 Location:

Summary Statistics: StDev 15.284213399036405; Mean 25.28425439600294; Valid 2029.0; Max. 81.29251861572266; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:0lsQrpYnGWBFnL/N5+ePWw==

f10991613 Location:

Summary Statistics: Min. 0.0; StDev 12.960427350736882; Mean 16.85956481283465; Max. 74.8299331665039; Valid 2029.0;

Variable Format: numeric

Notes: UNF:6:LSeGLN1M1ZlaoKpsfG8wuw==

f10991613 Location:

Summary Statistics: Mean 4925.632868709403; Max. 5672.67236328125; Min. 2614.06298828125; Valid 2011.0; StDev 343.7177649724307

Variable Format: numeric

Notes: UNF:6:vBc1x11UN8jiEq0qAWYlCg==

f10991613 Location:

Summary Statistics: StDev 520.1454418696411; Valid 2029.0; Max. 9995.9970703125; Mean 9523.107918699367; Min. 2500.636962890625;

Variable Format: numeric

Notes: UNF:6:GhWfsBnNeS/1SLGisdCcFQ==

f10991613 Location:

Summary Statistics: Max. 6.5674729347229; Min. -1.8378218412399292; StDev 0.9999999993325556; Mean -3.926093610450121E-11; Valid 2029.0

Variable Format: numeric

Notes: UNF:6:GEh4g0kHhLw6xqfimVUtRw==

f10991613 Location:

Summary Statistics: Max. 3.151205539703369; StDev 1.0000000005489829; Min. -1.820420503616333; Mean 3.8189377972859883E-10; Valid 2029.0

Variable Format: numeric

Notes: UNF:6:k9miRXBMKxzFR5fOy0Hd0g==

f10991613 Location:

Summary Statistics: Min. -2.0358481407165527; Mean -3.9361136368500945E-10; Valid 2029.0; StDev 0.9999999978429147; Max. 5.720817565917969;

Variable Format: numeric

Notes: UNF:6:XCIm7PQgD10BiIUeQQospg==

f10991613 Location:

Summary Statistics: Valid 2029.0; Max. 14.349245071411133; Min. -0.4181148409843445; StDev 1.0000000052000046; Mean 8.15971770574112E-10;

Variable Format: numeric

Notes: UNF:6:xfsqWvwUTphtxhCLZdN0XA==

f10991613 Location:

Summary Statistics: Max. 2.315864086151123; Min. -1.3985857963562012; StDev 1.0000000010238639; Mean -5.6288488300074656E-11; Valid 2029.0

Variable Format: numeric

Notes: UNF:6:SIf+wNNxoWKFtkqeFwT95g==

f10991613 Location:

Summary Statistics: Max. 4.859379291534424; Valid 2029.0; Min. -5.991339683532715; Mean 2.7921834933425525E-10; StDev 1.0000000003952199

Variable Format: numeric

Notes: UNF:6:shtvhqSeCNmSCh7lTbzKJg==

f10991613 Location:

Summary Statistics: Valid 2011.0; StDev 0.9999999997373694; Max. 25.467607498168945; Mean -1.217104027954669E-9; Min. -1.1489747762680054;

Variable Format: numeric

Notes: UNF:6:a2TPGk3sNa2fXno9WYxkBQ==

f10991613 Location:

Summary Statistics: StDev 1.0000000018827875; Valid 2011.0; Mean -2.783742278970277E-10; Min. -1.8125922679901123; Max. 15.50955867767334;

Variable Format: numeric

Notes: UNF:6:qtCBFf/l3So/IJ95TUmasA==

f10991613 Location:

Summary Statistics: Mean 1.1566316466392717E-10; Valid 2011.0; Min. -1.79510498046875; Max. 10.212268829345703; StDev 1.000000000988377

Variable Format: numeric

Notes: UNF:6:90vDPNpfAaMT7mf5UW1LcQ==

f10991613 Location:

Summary Statistics: Max. 8.259944915771484; Min. -2.2687220573425293; StDev 0.9999999983442676; Mean -1.0771450639551563E-9; Valid 2011.0

Variable Format: numeric

Notes: UNF:6:RHOX2zdSn/snRZLWYvDjQQ==

f10991613 Location:

Summary Statistics: Mean -6.062294332267624E-10; Valid 2029.0; Min. -2.154811382293701; StDev 0.9999999997918246; Max. 3.7902441024780273;

Variable Format: numeric

Notes: UNF:6:iQRwWzTEGQjij6kh7JDohQ==

f10991613 Location:

Summary Statistics: Max. 4.472874641418457; Min. -1.300849437713623; Valid 2029.0; StDev 0.9999999971605147; Mean -8.680396092243555E-10

Variable Format: numeric

Notes: UNF:6:y9YYo+NqNkTOGNnIxYZe2Q==

f10991613 Location:

Summary Statistics: Max. 4.267135143280029; Min. -1.9962247610092163; Mean -4.342743521452213E-10; StDev 1.0000000002882266; Valid 2029.0;

Variable Format: numeric

Notes: UNF:6:mLaU0T4lcF9o6PM8JCIKjw==

f10991613 Location:

Summary Statistics: Mean -1.0908857541348582E-9; Max. 0.9091479182243347; StDev 1.0000000029462202; Valid 2029.0; Min. -13.500975608825684

Variable Format: numeric

Notes: UNF:6:W/5uI436NysSa7Ma8+MTPw==

f10991613 Location:

Summary Statistics: Valid 2011.0; Mean 7.602888445339067E-10; StDev 1.000000002114784; Min. -6.725197792053223; Max. 2.1734097003936768

Variable Format: numeric

Notes: UNF:6:jn4mk+5a+XPhHxUQy8OyLg==

f10991613 Location:

Summary Statistics: StDev 0.9999999998856789; Valid 2046.0; Mean 1.2985713022316713E-8; Min. -1.9071866273880005; Max. 1.4671682119369507;

Variable Format: numeric

Notes: UNF:6:TaJljrZXxP1z/Mchuluttg==

f10991613 Location:

Summary Statistics: Min. -1.3828628063201904; Mean 9.994769407020785E-9; Valid 2047.0; StDev 1.0000000174930859; Max. 1.7040730714797974

Variable Format: numeric

Notes: UNF:6:7H4aQHejGeVsNcSdFWvhrg==

f10991613 Location:

Summary Statistics: Max. 2.6874616146087646; Valid 2047.0; Min. -1.684871792793274; StDev 1.0000000040351285; Mean -5.346801428465174E-9;

Variable Format: numeric

Notes: UNF:6:N7kKYS2sN48qh6t35efPVQ==

f10991613 Location:

Summary Statistics: Max. 1.0; Valid 2047.0; Min. 0.0; StDev 0.49999032979343233; Mean 0.5114802149487058

Variable Format: numeric

Notes: UNF:6:EMSU4rmekQfEY8Lz7mEjTA==

f10991613 Location:

Summary Statistics: Max. 4.005988121032715; Min. -2.316150188446045; Valid 2029.0; Mean 1.921527706130408E-10; StDev 0.9999999994288835

Variable Format: numeric

Notes: UNF:6:DYdxpfay7oc4eN6fPPB+DA==

Label:

ACS 2015-19 Do-File.do

Text:

Figure 1 Do-File

application/x-stata-syntax

Label:

August 2020 Lucid Do-File.do

Text:

August 2020 Lucid Analyses Do-File

application/x-stata-syntax

Label:

Full Replication Log.smcl

Text:

Log of Full Replication

application/x-stata-smcl

Label:

NSL 2018 Do-File.do

Text:

NSL 2018 Replication Analyses Do-File

application/x-stata-syntax

Label:

README.txt

Text:

README File

text/plain