Replication Data for: The Lost Generation? Labor Market Outcomes for Post Great Recession Entrants (doi:10.7910/DVN/SIITYW)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

Document Description

Citation

Title:

Replication Data for: The Lost Generation? Labor Market Outcomes for Post Great Recession Entrants

Identification Number:

doi:10.7910/DVN/SIITYW

Distributor:

Harvard Dataverse

Date of Distribution:

2021-05-28

Version:

2

Bibliographic Citation:

Rothstein, Jesse, 2021, "Replication Data for: The Lost Generation? Labor Market Outcomes for Post Great Recession Entrants", https://doi.org/10.7910/DVN/SIITYW, Harvard Dataverse, V2, UNF:6:iukJDqHohNLEhpFr9j6nRg== [fileUNF]

Study Description

Citation

Title:

Replication Data for: The Lost Generation? Labor Market Outcomes for Post Great Recession Entrants

Identification Number:

doi:10.7910/DVN/SIITYW

Authoring Entity:

Rothstein, Jesse (University of California, Berkeley)

Distributor:

Harvard Dataverse

Access Authority:

Rothstein, Jesse

Depositor:

Rothstein, Jesse

Date of Deposit:

2021-05-28

Holdings Information:

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

Study Scope

Keywords:

Social Sciences, scarring, recession, cohort

Abstract:

Abstract: I study cohort patterns in the labor market outcomes of recent college graduates, examining changes surrounding the Great Recession. Recession entrants have lower wages and employment than those of earlier cohorts; more recent cohorts’ employment is even lower, but the newest entrants’ wages have risen. I relate these changes to “scarring” effects of initial conditions. I demonstrate that adverse early conditions permanently reduce new entrants’ employment probabilities. I also replicate earlier results of medium-term scarring effects on wages that fade out by the early 30s. But scarring cannot account for the employment collapse for recent cohorts. There was a dramatic negative structural break in college graduates’ employment rates, beginning around the 2005 entry cohort, that shows no sign of abating.

Notes:

Files are organized in subdirectories and are best viewed using "tree" view. A readme.pdf file contains more information about the contents.

Methodology and Processing

Sources Statement

Data Access

Notes:

<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a>

Other Study Description Materials

Related Publications

Citation

Title:

Rothstein, Jesse. 2021. The Lost Generation? Labor Market Outcomes for Post Great Recession Entrants. Forthcoming, Journal of Human Resources

Bibliographic Citation:

Rothstein, Jesse. 2021. The Lost Generation? Labor Market Outcomes for Post Great Recession Entrants. Forthcoming, Journal of Human Resources

File Description--f10749385

File: GRscar_erratum_files.tab

  • Number of cases: 943

  • No. of variables per record: 12

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

Notes:

UNF:6:DJL6i+q9g2fwyUENAW3TZA==

File Description--f10749384

File: GRscar_erratum_links.tab

  • Number of cases: 2145

  • No. of variables per record: 10

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

Notes:

UNF:6:kBHwH5RQwnbgGI2tjb/eGg==

File Description--f10741561

File: stategeocodes-fixed.tab

  • Number of cases: 51

  • No. of variables per record: 2

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

Notes:

UNF:6:KIE0r8Iu2BtdOSN880BJDQ==

File Description--f4753777

File: county_population.tab

  • Number of cases: 6346

  • No. of variables per record: 58

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

Notes:

UNF:6:ha5zY/N0h25UC4fJM3GMwQ==

File Description--f4753817

File: cpiu_CUSR0000SA0.tab

  • Number of cases: 879

  • No. of variables per record: 4

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

Notes:

UNF:6:ZdBVm2DdT8BxmFoqWfEiHg==

File Description--f4753921

File: lns12300000.tab

  • Number of cases: 73

  • No. of variables per record: 13

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

Notes:

UNF:6:HJHzax7rQqUtY6k7EqCJFw==

File Description--f4753835

File: lns14000000.tab

  • Number of cases: 73

  • No. of variables per record: 13

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

Notes:

UNF:6:WyHxhqRAJn3b6kCxiEKLnw==

File Description--f4753741

File: lnu04000000.tab

  • Number of cases: 74

  • No. of variables per record: 14

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

Notes:

UNF:6:w8BFqxPptA2G23Xxr2YGmA==

File Description--f4753801

File: stategeocodes.tab

  • Number of cases: 51

  • No. of variables per record: 2

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

Notes:

UNF:6:hcOoDBFEBgfUiWWkGpRfOQ==

File Description--f4753972

File: cps_ind_xwalk.tab

  • Number of cases: 6735

  • No. of variables per record: 4

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

Notes:

UNF:6:0LglnmESYsHWKevLLEATSg==

File Description--f4753973

File: cps_occ_xwalk.tab

  • Number of cases: 13404

  • No. of variables per record: 5

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

Notes:

UNF:6:mtJx1vgvNxjMK8sUCqwkbA==

File Description--f4754537

File: gestcen_gestfips_match.tab

  • Number of cases: 51

  • No. of variables per record: 3

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

Notes:

UNF:6:8PdGOCYLlUkMGYSolnp/wg==

File Description--f10749419

File: cohfxregs_cyclecoeffs.tab

  • Number of cases: 148

  • No. of variables per record: 8

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

Notes:

UNF:6:Qta9a3FSh40blRVmPoY8NQ==

File Description--f10749414

File: ivrunatc.tab

  • Number of cases: 6

  • No. of variables per record: 20

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

Notes:

UNF:6:gXmmwYNTiR5lqK3AigNS4Q==

File Description--f10749411

File: simulation.tab

  • Number of cases: 8

  • No. of variables per record: 6

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

Notes:

UNF:6:E6w1ZNrKUiZKcjv0HrecFQ==

Variable Description

List of Variables:

Variables

fno

f10749385 Location:

Summary Statistics: Valid 943.0; Mean 472.0; Min. 1.0; StDev 272.3649512449549; Max. 943.0

Variable Format: numeric

Notes: UNF:6:JR+ZAD/oKhEmlVVymFGuOA==

fname

f10749385 Location:

Variable Format: character

Notes: UNF:6:KOKjfrWpzdzg04NRg7Qzww==

fpath

f10749385 Location:

Variable Format: character

Notes: UNF:6:+YGmHL4c4FuEclLBa3/VMA==

relpath

f10749385 Location:

Summary Statistics: Mean 0.26299045599151877; StDev 0.4404909041503334; Valid 943.0; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:aHTxAPkICKViyBlp2MD2qg==

csum

f10749385 Location:

Summary Statistics: Min. 2781178.0; Mean 2.1278189552672322E9; Valid 943.0; StDev 1.254197215203883E9; Max. 4.292784311E9;

Variable Format: numeric

Notes: UNF:6:IXPwc8MWt6LXNi/XZUi7ug==

flen

f10749385 Location:

Summary Statistics: Mean 1.6030023837751847E7; Max. 1.425161591E9; StDev 7.4244407861855E7; Min. 446.0; Valid 943.0

Variable Format: numeric

Notes: UNF:6:aT0XZ82tvQV0EMSnBc5TtQ==

cvs

f10749385 Location:

Summary Statistics: Valid 943.0; Min. 1.0; StDev 0.0; Mean 1.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:N4LBteQBO81O/e4pnvgP8Q==

cdate

f10749385 Location:

Summary Statistics: Min. 23707.0; Max. 23707.0; Mean 23707.0; StDev 0.0; Valid 943.0

Variable Format: numeric

Notes: UNF:6:rHBPGYR95IGJcLn1Fhvasg==

ctime

f10749385 Location:

Variable Format: character

Notes: UNF:6:oLGZlJLGW9kr1Iki9Gl5yQ==

chngdate

f10749385 Location:

Summary Statistics: Min. 23707.0; Valid 943.0; Mean 23707.0; StDev 0.0; Max. 23707.0

Variable Format: numeric

Notes: UNF:6:rHBPGYR95IGJcLn1Fhvasg==

chngtime

f10749385 Location:

Variable Format: character

Notes: UNF:6:oLGZlJLGW9kr1Iki9Gl5yQ==

archiveflag

f10749385 Location:

Summary Statistics: StDev 0.0; Max. 1.0; Mean 1.0; Valid 943.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:N4LBteQBO81O/e4pnvgP8Q==

fdo

f10749384 Location:

Summary Statistics: Max. 939.0; Mean 198.1948717948697; Valid 2145.0; Min. 1.0; StDev 327.8688225583203

Variable Format: numeric

Notes: UNF:6:6to1Z9fpvFn8vzU9qwcyVA==

odo

f10749384 Location:

Summary Statistics: Min. 1.0; Valid 2145.0; StDev 370.38901253103234; Max. 939.0; Mean 395.3897435897473

Variable Format: numeric

Notes: UNF:6:SKkSucoWj/wF2Fzo9VBaJA==

flink

f10749384 Location:

Summary Statistics: StDev 273.14803727868133; Valid 2145.0; Mean 486.863403263406; Min. 1.0; Max. 943.0

Variable Format: numeric

Notes: UNF:6:jor0sB4mWi4KyPzWL3mL5w==

linktype

f10749384 Location:

Value

Label

Frequency

Text

3.

relies_on

83

4.

creates

469

1.

original

1355

2.

uses

238

Summary Statistics: Mean 1.8442890442890467; StDev 1.2334714203307025; Valid 2145.0; Min. 1.0; Max. 4.0

Variable Format: numeric

Notes: UNF:6:Ys/ELU5RguZtiPOo6fySGQ==

lkcsum

f10749384 Location:

Summary Statistics: Valid 2145.0; Mean 2.089041149675059E9; Max. 4.292784311E9; Min. 2781178.0; StDev 1.2588967438040192E9;

Variable Format: numeric

Notes: UNF:6:TJP6yuWl99pbjN8niUKinA==

lkflen

f10749384 Location:

Summary Statistics: Valid 2145.0; Max. 1.425161591E9; Mean 2.8533178760838974E7; Min. 446.0; StDev 1.3618483234898168E8;

Variable Format: numeric

Notes: UNF:6:4Cy7xQwRffxkB7N4/A+XvA==

lkcvs

f10749384 Location:

Summary Statistics: Valid 2145.0; Mean 1.0; StDev 0.0; Max. 1.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:kfqHMB4/5Duxge/fmHvRKg==

newlink

f10749384 Location:

Summary Statistics: Valid 2145.0; Min. 1.0; StDev 0.0; Mean 1.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:kfqHMB4/5Duxge/fmHvRKg==

norder

f10749384 Location:

Summary Statistics: Max. 1074.0; Valid 2145.0; Min. 1.0; Mean 328.99533799533367; StDev 322.13872072246073;

Variable Format: numeric

Notes: UNF:6:uF/EAll90OipdbKM7n3LuA==

level

f10749384 Location:

Summary Statistics: Max. 2.0; StDev 0.03738043248970961; Valid 2145.0; Min. 1.0; Mean 1.9986013986013986;

Variable Format: numeric

Notes: UNF:6:ckyCH8T5dhsoR9rf++hqxA==

stcens

f10741561 Location:

Summary Statistics: Mean 54.823529411764696; Min. 11.0; Max. 95.0; StDev 25.564589480257993; Valid 51.0

Variable Format: numeric

Notes: UNF:6:pFHivcQId1uGZ/FcA/e1gQ==

stfips

f10741561 Location:

Summary Statistics: Mean 28.96078431372549; Valid 51.0; Max. 56.0; Min. 1.0; StDev 15.832827649303487

Variable Format: numeric

Notes: UNF:6:/BxZwriAKcMee+F36g2wIg==

FIPS County Code

f4753777 Location:

Variable Format: character

Notes: UNF:6:DwKCOwPO0V9eTjbPc/acAg==

FIPS State

f4753777 Location:

Summary Statistics: Valid 6346.0; StDev 15.168803901106712; Mean 30.249290891899722; Max. 56.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:wu3UfM9qlBPnIbP/WwZhbQ==

FIPS County

f4753777 Location:

Summary Statistics: Mean 15095.185156004054; StDev 18522.03942684977; Min. 0.0; Valid 6346.0; Max. 56045.0;

Variable Format: numeric

Notes: UNF:6:JsXchKhDbFw2PrpCaP/EIQ==

Area Name

f4753777 Location:

Variable Format: character

Notes: UNF:6:y+0akq5QiE1Em0sEzJVUHQ==

State Name

f4753777 Location:

Variable Format: character

Notes: UNF:6:6OFT85nE2rmFtTH1JLp2Gg==

County Name

f4753777 Location:

Variable Format: character

Notes: UNF:6:904nSud675KlViCmsJ6LbQ==

FIPS State

f4753777 Location:

Variable Format: character

Notes: UNF:6:/AFIS3TF9tLmZU4kK5nyzg==

FIPS County

f4753777 Location:

Variable Format: character

Notes: UNF:6:6J9MDX+PkIG/Wd7KurhaEQ==

Region

f4753777 Location:

Summary Statistics: StDev 0.8074080820852809; Mean 2.6687539135879774; Valid 3194.0; Min. 1.0; Max. 4.0

Variable Format: numeric

Notes: UNF:6:6wZMltcIW57wg6I/KLuVRA==

Division

f4753777 Location:

Summary Statistics: Max. 9.0; Valid 3194.0; StDev 1.9736851688079702; Min. 1.0; Mean 5.191296180338136;

Variable Format: numeric

Notes: UNF:6:RvzrL9gqIKaM58HRzPrIiQ==

Population Estimate 1970

f4753777 Location:

Summary Statistics: Min. 64.0; Mean 191193.13824451755; Valid 3190.0; Max. 2.03302037E8; StDev 3677746.6757595963;

Variable Format: numeric

Notes: UNF:6:KNqctk6aBCJRiDvzKjbfbQ==

Population Estimate 1971

f4753777 Location:

Summary Statistics: StDev 3741024.7229389586; Min. 100.0; Max. 2.06826E8; Valid 3190.0; Mean 194506.4890282112

Variable Format: numeric

Notes: UNF:6:SqDWhr4pEFCrhnXPp4Wv8Q==

Population Estimate 1972

f4753777 Location:

Summary Statistics: Max. 2.09283E8; Min. 100.0; StDev 3784870.067125179; Valid 3190.0; Mean 196817.7115987455

Variable Format: numeric

Notes: UNF:6:nmjnUlz9XwyiTkdEky74HA==

Population Estimate 1973

f4753777 Location:

Summary Statistics: Valid 3190.0; Mean 198766.67711599078; StDev 3821809.0829884936; Max. 2.11356E8; Min. 100.0

Variable Format: numeric

Notes: UNF:6:nMGBu/8SO7M9eXjuX+a9+g==

Population Estimate 1974

f4753777 Location:

Summary Statistics: Min. 100.0; Max. 2.13341E8; StDev 3857344.5876243296; Mean 200635.611285264; Valid 3190.0

Variable Format: numeric

Notes: UNF:6:lhSN8ubfI79KCyXynmaqwg==

Population Estimate 1975

f4753777 Location:

Summary Statistics: Mean 202630.7210031317; Max. 2.15464E8; Valid 3190.0; StDev 3895488.472139583; Min. 100.0

Variable Format: numeric

Notes: UNF:6:H9X4HgkZGW50ubxgaG9AcA==

Population Estimate 1976

f4753777 Location:

Summary Statistics: Valid 3190.0; Max. 2.17562E8; StDev 3933253.5697238673; Mean 204603.322884009; Min. 100.0

Variable Format: numeric

Notes: UNF:6:/D2UyQyDI3ZRffwbT6KyGw==

Population Estimate 1977

f4753777 Location:

Summary Statistics: Valid 3190.0; Min. 100.0; StDev 3972712.4768136838; Max. 2.19759E8; Mean 206670.59561128923

Variable Format: numeric

Notes: UNF:6:7/55pWpfsKqXbGqXOD3GPQ==

Population Estimate 1978

f4753777 Location:

Summary Statistics: Min. 100.0; Valid 3190.0; StDev 4014803.50732471; Max. 2.22095E8; Mean 208867.49216301512

Variable Format: numeric

Notes: UNF:6:GPmNfSiYA6xNZ5U0rJGvfQ==

Population Estimate 1979

f4753777 Location:

Summary Statistics: Min. 100.0; Mean 211192.44514106208; StDev 4059314.510208611; Max. 2.24567E8; Valid 3190.0;

Variable Format: numeric

Notes: UNF:6:GdDwOsdxshL/MSvdzAlSQg==

Population Estimate 1980

f4753777 Location:

Summary Statistics: Max. 2.2654225E8; Valid 3193.0; Min. 66.0; Mean 212848.96648919443; StDev 4093150.426701225;

Variable Format: numeric

Notes: UNF:6:3iMRyFPAtFMZPWaUZAPwOA==

Population Estimate 1981

f4753777 Location:

Summary Statistics: Mean 215595.75070466375; Valid 3193.0; StDev 4146268.5825930154; Max. 2.29465744E8; Min. 64.0;

Variable Format: numeric

Notes: UNF:6:n/KKpneZRWTx78Ag2R0t6Q==

Population Estimate 1982

f4753777 Location:

Summary Statistics: Mean 217661.53961790982; StDev 4186477.706781575; Valid 3193.0; Max. 2.31664432E8; Min. 62.0;

Variable Format: numeric

Notes: UNF:6:o8fZMGrsYZYArDYgTTus4A==

Population Estimate 1983

f4753777 Location:

Summary Statistics: StDev 4225437.8442775635; Max. 2.33792014E8; Mean 219660.52051362314; Min. 60.0; Valid 3193.0;

Variable Format: numeric

Notes: UNF:6:qwXmOQ46OfSvCH0iiEybsw==

Population Estimate 1984

f4753777 Location:

Summary Statistics: Mean 221570.53679924502; Max. 2.35824908E8; Valid 3193.0; Min. 59.0; StDev 4262528.988891755;

Variable Format: numeric

Notes: UNF:6:eNZte7sgspJVejfNS/L7Pg==

Population Estimate 1985

f4753777 Location:

Summary Statistics: StDev 4301003.971846257; Mean 223542.499843403; Max. 2.37923734E8; Valid 3193.0; Min. 57.0;

Variable Format: numeric

Notes: UNF:6:riwfugK7pH+nnr+phUDbmA==

Population Estimate 1986

f4753777 Location:

Summary Statistics: Max. 2.40132831E8; Min. 56.0; StDev 4341662.646082572; Mean 225618.06858753; Valid 3193.0;

Variable Format: numeric

Notes: UNF:6:NSDYcE1VkIV0qtG27ShljA==

Population Estimate 1987

f4753777 Location:

Summary Statistics: Valid 3193.0; Mean 227643.84841841596; Min. 54.0; Max. 2.42288936E8; StDev 4381238.017890625

Variable Format: numeric

Notes: UNF:6:QW8yyItcXYMt1Vwv8Pzsww==

Population Estimate 1988

f4753777 Location:

Summary Statistics: Mean 229720.32947071287; Valid 3193.0; Min. 53.0; StDev 4421764.212860296; Max. 2.44499004E8

Variable Format: numeric

Notes: UNF:6:Xebf+1pHIqmZjlIKxGzp2Q==

Population Estimate 1989

f4753777 Location:

Summary Statistics: Max. 2.46819222E8; Min. 51.0; Valid 3193.0; Mean 231900.30253680568; StDev 4464434.460268072

Variable Format: numeric

Notes: UNF:6:9g3HmpVh5qBN/d6DeKffYA==

Population Estimate 1990

f4753777 Location:

Summary Statistics: StDev 4512893.250088623; Valid 3193.0; Mean 234385.58972753093; Max. 2.49464396E8; Min. 106.0

Variable Format: numeric

Notes: UNF:6:byCIE5+nqUJy2UBamDBF7A==

Population Estimate 1991

f4753777 Location:

Summary Statistics: Valid 3193.0; StDev 4561670.443643287; Mean 236911.7682430282; Max. 2.52153092E8; Min. 101.0

Variable Format: numeric

Notes: UNF:6:+V9WYeo0UPruByo9IxCGGg==

Population Estimate 1992

f4753777 Location:

Summary Statistics: Valid 3193.0; Mean 239614.499530222; Max. 2.55029699E8; Min. 113.0; StDev 4613782.535266014;

Variable Format: numeric

Notes: UNF:6:Kysf8dNISLo2diXybWDadw==

Population Estimate 1993

f4753777 Location:

Summary Statistics: Min. 105.0; Max. 2.57782608E8; Mean 242201.0097087392; Valid 3193.0; StDev 4663357.330959377

Variable Format: numeric

Notes: UNF:6:RcfIg8n4ZvsSsOjkCnzvDQ==

Population Estimate 1994

f4753777 Location:

Summary Statistics: Min. 101.0; Max. 2.60327021E8; Valid 3193.0; Mean 244591.6263701791; StDev 4709011.4515806185;

Variable Format: numeric

Notes: UNF:6:WeXUML6BWlKtDd3D3ePmMw==

Population Estimate 1995

f4753777 Location:

Summary Statistics: StDev 4753460.7868617; Min. 93.0; Mean 246918.20482304934; Max. 2.62803276E8; Valid 3193.0;

Variable Format: numeric

Notes: UNF:6:JdzArF/ymS81mWlZuxk6gA==

Population Estimate 1996

f4753777 Location:

Summary Statistics: Max. 2.65228572E8; Min. 83.0; Mean 249196.90447854396; StDev 4797240.948488413; Valid 3193.0

Variable Format: numeric

Notes: UNF:6:qH2l85sCr7Eg8zcMHwGZoA==

Population Estimate 1997

f4753777 Location:

Summary Statistics: Max. 2.67783607E8; StDev 4843628.468611313; Min. 76.0; Valid 3193.0; Mean 251597.5010961477

Variable Format: numeric

Notes: UNF:6:JpB8kKC3Pg4zjujmrp+b7Q==

Population Estimate 1998

f4753777 Location:

Summary Statistics: Mean 253912.93736298798; Max. 2.70248003E8; Min. 67.0; Valid 3193.0; StDev 4888503.863536573;

Variable Format: numeric

Notes: UNF:6:lkrmYHrUPCsmJcWIZSbDMQ==

Population Estimate 1999

f4753777 Location:

Summary Statistics: Valid 3193.0; Max. 2.72690813E8; Min. 58.0; Mean 256208.09238960242; StDev 4932990.77626671

Variable Format: numeric

Notes: UNF:6:2g0J0BdLPWVdU5L0flzX2A==

Population Estimate 2000

f4753777 Location:

Summary Statistics: Min. 64.0; StDev 1071923.162953612; Mean 176688.7645585473; Valid 3194.0; Max. 3.3994571E7;

Variable Format: numeric

Notes: UNF:6:j+m1gkvSlqrsuLPhBV+Y0Q==

Population Estimate 2001

f4753777 Location:

Summary Statistics: Min. 62.0; Mean 178510.68002504655; Valid 3194.0; Max. 3.4485623E7; StDev 1084689.496985084

Variable Format: numeric

Notes: UNF:6:fWu5vpkKPLkrRn1aMcsezg==

Population Estimate 2002

f4753777 Location:

Summary Statistics: Max. 3.4876194E7; Mean 180215.35003130947; Valid 3194.0; Min. 66.0; StDev 1096029.383490704;

Variable Format: numeric

Notes: UNF:6:nOm6hAh068zvoM6IIiAUNw==

Population Estimate 2003

f4753777 Location:

Summary Statistics: Valid 3194.0; Max. 3.5251107E7; StDev 1106556.5510725603; Min. 60.0; Mean 181794.8766437068;

Variable Format: numeric

Notes: UNF:6:yEO9w935jztnOJgBlWGNbQ==

Population Estimate 2004

f4753777 Location:

Summary Statistics: Min. 45.0; StDev 1117125.7571640918; Mean 183497.6449592981; Max. 3.5558419E7; Valid 3194.0;

Variable Format: numeric

Notes: UNF:6:33/UZ+WL6tiFrN5q0+b0rw==

Population Estimate 2005

f4753777 Location:

Summary Statistics: Mean 185192.95616781374; Max. 3.5795255E7; Valid 3194.0; StDev 1127036.327863966; Min. 54.0

Variable Format: numeric

Notes: UNF:6:qqa1fpGmzfJsL0T8OpaAtQ==

Population Estimate 2006

f4753777 Location:

Summary Statistics: Min. 55.0; Max. 3.5979208E7; StDev 1137394.8369726888; Valid 3194.0; Mean 186971.3287413918;

Variable Format: numeric

Notes: UNF:6:bLh7T/SvRx12UrHgppNQ8w==

Population Estimate 2007

f4753777 Location:

Summary Statistics: Mean 188841.51221039458; Valid 3194.0; Max. 3.6226122E7; StDev 1147730.8666495627; Min. 54.0

Variable Format: numeric

Notes: UNF:6:ljB9soJnoDMtR4mOFl94+A==

Population Estimate 2008

f4753777 Location:

Summary Statistics: Mean 190591.63807138408; Valid 3194.0; Max. 3.6580371E7; Min. 40.0; StDev 1158679.7307502693;

Variable Format: numeric

Notes: UNF:6:k1mqzRk1LLPt1cetaGwEgA==

Population Estimate 2009

f4753777 Location:

Summary Statistics: Min. 45.0; Max. 3.6961664E7; Mean 192239.5428929245; StDev 1169813.6764491512; Valid 3194.0

Variable Format: numeric

Notes: UNF:6:QXj98RzKI0wvT8Idv23U4g==

Population Estimate April 1990

f4753777 Location:

Summary Statistics: Max. 2.48790925E8; Mean 233752.82649545532; Min. 107.0; Valid 3193.0; StDev 4500641.041687048;

Variable Format: numeric

Notes: UNF:6:0Mb26u77uYtCMLHpOzhnKQ==

April 1, 2010 - Census

f4753777 Location:

Summary Statistics: Mean 98262.03564608516; Min. 82.0; Max. 9818605.0; StDev 312946.69993985264; Valid 3142.0

Variable Format: numeric

Notes: UNF:6:k1X0+XMzq3rX8hBfW1aJOg==

April 1, 2010 - Estimates Base

f4753777 Location:

Summary Statistics: Mean 98268.01559516226; Valid 3142.0; StDev 312957.86366245244; Min. 82.0; Max. 9818664.0

Variable Format: numeric

Notes: UNF:6:LtsA0QRdXkRamOyHpRE5yw==

Population Estimate (as of July 1) - 2010

f4753777 Location:

Summary Statistics: StDev 313552.3193859725; Min. 83.0; Max. 9827231.0; Valid 3142.0; Mean 98455.4605346909;

Variable Format: numeric

Notes: UNF:6:3BYRSfaimc04wE8Xo8kzxw==

Population Estimate (as of July 1) - 2011

f4753777 Location:

Summary Statistics: Max. 9898214.0; Mean 99211.21323997401; StDev 316712.4420486304; Min. 90.0; Valid 3142.0

Variable Format: numeric

Notes: UNF:6:OyytSCWEq5cNNggfQaYoeg==

Population Estimate (as of July 1) - 2012

f4753777 Location:

Summary Statistics: Valid 3142.0; Mean 99972.01718650525; Min. 83.0; StDev 320005.61591323983; Max. 9974868.0

Variable Format: numeric

Notes: UNF:6:mUvObU8h3WYMqGMsQaSiBA==

Population Estimate (as of July 1) - 2013

f4753777 Location:

Summary Statistics: StDev 323235.1573259339; Max. 1.0053995E7; Mean 100731.23201782336; Valid 3142.0; Min. 89.0

Variable Format: numeric

Notes: UNF:6:veacQqLJnPqGvWrymUJkIQ==

Population Estimate (as of July 1) - 2014

f4753777 Location:

Summary Statistics: Mean 101482.19478039486; Max. 1.0116705E7; Valid 3142.0; Min. 86.0; StDev 326174.16324682237

Variable Format: numeric

Notes: UNF:6:zq48NEjnvdO39v6R/bx3Qg==

Series Id

f4753817 Location:

Variable Format: character

Notes: UNF:6:kZAkhpZnGwqmzEXKUOvuxw==

Year

f4753817 Location:

Summary Statistics: Max. 2020.0; Valid 879.0; StDev 21.157748515605466; Min. 1947.0; Mean 1983.126279863481;

Variable Format: numeric

Notes: UNF:6:NGrUitt2AURjzP6uAbgmzA==

Period

f4753817 Location:

Variable Format: character

Notes: UNF:6:uyKiiEvM3D7aMbzAoEjNlA==

Value

f4753817 Location:

Summary Statistics: StDev 78.0727596446611; Valid 879.0; Mean 110.61210125142196; Min. 21.48; Max. 259.05

Variable Format: numeric

Notes: UNF:6:dzyXLcSia4Q3aztzk1CxxA==

Year

f4753921 Location:

Summary Statistics: Valid 73.0; Max. 2020.0; Min. 1948.0; Mean 1984.0; StDev 21.217131442932306;

Variable Format: numeric

Notes: UNF:6:FWARIBMznb+IhKIkfr+YxA==

Jan

f4753921 Location:

Summary Statistics: StDev 2.791504288878124; Valid 73.0; Mean 59.24383561643835; Min. 55.1; Max. 64.6;

Variable Format: numeric

Notes: UNF:6:dNzzqxx0wMkP+brK96sEWQ==

Feb

f4753921 Location:

Summary Statistics: Min. 55.1; Valid 73.0; Max. 64.6; StDev 2.7772730896164055; Mean 59.26986301369863

Variable Format: numeric

Notes: UNF:6:CBlip+LEbL1K+ibQnWfuTg==

Mar

f4753921 Location:

Summary Statistics: StDev 2.7818817476374975; Mean 59.24246575342466; Min. 55.1; Max. 64.6; Valid 73.0;

Variable Format: numeric

Notes: UNF:6:vr/BoEsqDOmX0Ujqa14Gqg==

Apr

f4753921 Location:

Variable Format: character

Notes: UNF:6:o+ObAFMsckjUOw1XsDSAGw==

May

f4753921 Location:

Variable Format: character

Notes: UNF:6:9/d9MW7iOPMlixQ2PfAWpg==

Jun

f4753921 Location:

Variable Format: character

Notes: UNF:6:ZjPlRSAkOiJxL7CRZOpJbA==

Jul

f4753921 Location:

Variable Format: character

Notes: UNF:6:NhH9JLjlyduv+uCGNMKfZw==

Aug

f4753921 Location:

Variable Format: character

Notes: UNF:6:QoQi3PTqeOYTcndVxZORqA==

Sep

f4753921 Location:

Variable Format: character

Notes: UNF:6:5UL+gDiUqVxBGSQkWi4lCw==

Oct

f4753921 Location:

Variable Format: character

Notes: UNF:6:a5YgALGwVEmMzb1GLzdG+w==

Nov

f4753921 Location:

Variable Format: character

Notes: UNF:6:gJJDiPgZljohKv1NokUjqQ==

Dec

f4753921 Location:

Variable Format: character

Notes: UNF:6:p1c2T8Ao1PT6qcFUWdC2JQ==

Year

f4753835 Location:

Summary Statistics: StDev 21.217131442932306; Min. 1948.0; Valid 73.0; Max. 2020.0; Mean 1984.0;

Variable Format: numeric

Notes: UNF:6:FWARIBMznb+IhKIkfr+YxA==

Jan

f4753835 Location:

Summary Statistics: Min. 2.9; Max. 10.4; StDev 1.6122698294777276; Mean 5.705479452054795; Valid 73.0

Variable Format: numeric

Notes: UNF:6:shKn5/35XTAspcmKl7StMw==

Feb

f4753835 Location:

Summary Statistics: StDev 1.6378339354159197; Min. 2.6; Mean 5.7; Max. 10.4; Valid 73.0

Variable Format: numeric

Notes: UNF:6:roterGS1lh+fxB4jjzLhPw==

Mar

f4753835 Location:

Summary Statistics: StDev 1.6441527313353166; Mean 5.719178082191781; Max. 10.3; Min. 2.6; Valid 73.0

Variable Format: numeric

Notes: UNF:6:ALJqVOiDZBK4hChuNmy3Ag==

Apr

f4753835 Location:

Variable Format: character

Notes: UNF:6:cB1W0kl8K3fplwgw66f3Lg==

May

f4753835 Location:

Variable Format: character

Notes: UNF:6:CjX1oEtPy05AI2WZ+6wysg==

Jun

f4753835 Location:

Variable Format: character

Notes: UNF:6:ypGTCBW2k5PMVLTgxEPHMw==

Jul

f4753835 Location:

Variable Format: character

Notes: UNF:6:c89sKrncE45y5uI0yUy0rg==

Aug

f4753835 Location:

Variable Format: character

Notes: UNF:6:F8pzPEvgbt2WhAmE5R5mqQ==

Sep

f4753835 Location:

Variable Format: character

Notes: UNF:6:Bi5y+YUVo3ukIz7bcYVt6A==

Oct

f4753835 Location:

Variable Format: character

Notes: UNF:6:smblbln0F0fAwCK6FlchOw==

Nov

f4753835 Location:

Variable Format: character

Notes: UNF:6:R2JA1al8isHRglODT324RA==

Dec

f4753835 Location:

Variable Format: character

Notes: UNF:6:/9mYXPuFWPNJ/7H/NS3+yA==

Year

f4753741 Location:

Summary Statistics: Valid 74.0; StDev 21.50581316760657; Max. 2020.0; Min. 1947.0; Mean 1983.5;

Variable Format: numeric

Notes: UNF:6:oyPUNV84FjkU5Gn2nzB+uQ==

Jan

f4753741 Location:

Variable Format: character

Notes: UNF:6:+7BPT1eo5EMKcXd/MC6xOA==

Feb

f4753741 Location:

Variable Format: character

Notes: UNF:6:WqMZOzNrSDXal2G2z9VZbA==

Mar

f4753741 Location:

Variable Format: character

Notes: UNF:6:PfQ+fW9W2nFrEWbY3aH43A==

Apr

f4753741 Location:

Variable Format: character

Notes: UNF:6:jzGbysJskkFBFA6PRcd9IQ==

May

f4753741 Location:

Variable Format: character

Notes: UNF:6:5VMjf2denlU4imbwYOFkWA==

Jun

f4753741 Location:

Variable Format: character

Notes: UNF:6:IlEWVwTZCK2Mvkxs57tsYQ==

Jul

f4753741 Location:

Variable Format: character

Notes: UNF:6:Rh0bzBsY3MnWgfbqrSW/8g==

Aug

f4753741 Location:

Variable Format: character

Notes: UNF:6:ZO3yU2EoifKLiPDUUTdH5g==

Sep

f4753741 Location:

Variable Format: character

Notes: UNF:6:YE/WdSxlXUnVRWM6LUZNww==

Oct

f4753741 Location:

Variable Format: character

Notes: UNF:6:HWJqLRlXpkg3Uw5fMZuyDg==

Nov

f4753741 Location:

Variable Format: character

Notes: UNF:6:hsnU7ulxHaR+7uw+kuVAzw==

Dec

f4753741 Location:

Variable Format: character

Notes: UNF:6:cQEkuF4Mj2MfIN2spOmPTA==

Annual

f4753741 Location:

Variable Format: character

Notes: UNF:6:gjT7cL5cSTwftXd+E8qbjg==

stcens

f4753801 Location:

Summary Statistics: StDev 25.564589480257993; Mean 54.823529411764696; Max. 95.0; Valid 51.0; Min. 11.0;

Variable Format: numeric

Notes: UNF:6:GSDtIGX5wbFQpqeUhFsoHg==

stfips

f4753801 Location:

Summary Statistics: Max. 56.0; Mean 28.96078431372549; Valid 51.0; StDev 15.832827649303486; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:nhLCSQ1kCQDHLa7uYK9/9g==

Survey year

f4753972 Location:

Summary Statistics: Mean 2002.3766889383821; Valid 6735.0; Min. 1989.0; Max. 2015.0; StDev 7.761971029477485

Variable Format: numeric

Notes: UNF:6:z7gc/o1IefoORNC8tkOS1g==

Industry, 1990 basis

f4753972 Location:

Value

Label

Frequency

Text

892.

Management and public relations services

27

371.

Scientific and controlling instruments

27

392.

Manufacturing industries, n.s.�

41

662.

Sewing, needlework, and piece goods stores

27

890.

Accounting, auditing, and bookkeeping services

27

562.

Miscellaneous wholesale, nondurable goods

27

171.

Newspaper publishing and printing

27

841.

Legal services

27

580.

Lumber and building material retailing

27

412.

U.S. Postal Service

27

242.

Furniture and fixtures

27

852.

Libraries

27

441.

Wired communications

33

663.

Catalog and mail order houses

53

272.

Primary aluminum industries

13

370.

Cycles and miscellaneous transportation equipment

27

192.

Industrial and miscellaneous chemicals

27

882.

Engineering, architectural, and surveying services

27

391.

Miscellaneous manufacturing industries

27

390.

Toys, amusement, and sporting goods

27

360.

Ship and boat building and repairing

27

321.

Office and accounting machines

14

761.

Private households

27

571.

Wholesale trade, n.s.�

14

601.

Grocery stores

27

60.

All construction�

27

400.

Railroads

27

750.

Automobile parking and carwashes

27

670.

Vending machine operators

27

151.

Apparel and accessories, except knit

40

731.

Personnel supply services

27

710.

Security, commodity brokerage, and investment companies

40

341.

Radio, TV, and communication equipment

27

952.

Armed Forces, branch not specified

13

700.

Banking

27

801.

Video tape rental

24

940.

Army

0

40.

Metal mining

27

611.

Food stores, n.e.c.

27

0.

NIU

41

12.

Veterinary services

24

150.

Miscellaneous textile mill products

27

941.

Air Force

0

190.

Paints, varnishes, and related products

27

500.

Motor vehicles and equipment

27

732.

Computer and data processing services

66

930.

Administration of environmental quality and housing programs

27

311.

Farm machinery and equipment

27

922.

Administration of human resources programs

27

832.

Nursing and personal care facilities

27

191.

Agricultural chemicals

27

752.

Electrical repair shops

27

140.

Dyeing and finishing textiles, except wool and knit goods

27

610.

Retail bakeries

27

931.

Administration of economic programs

27

633.

Radio, TV, and computer stores

24

540.

Paper and paper products

27

110.

Grain mill products

27

712.

Real estate, including real estate-insurance offices�

27

742.

Automotive rental and leasing, without drivers

24

102.

Canned, frozen, and preserved fruits and vegetables

27

650.

Liquor stores

27

830.

Offices and clinics of health practitioners, n.e.c.

27

600.

Miscellaneous general merchandise stores

27

161.

Miscellaneous paper and pulp products

27

251.

Cement, concrete, gypsum, and plaster products

27

760.

Miscellaneous repair services�

40

162.

Paperboard containers and boxes

27

450.

Electric light and power

27

642.

Drug stores

27

751.

Automotive repair and related services

27

120.

Beverage industries

27

880.

Religious organizations

27

531.

Scrap and waste materials

27

230.

Logging

27

282.

Fabricated structural metal products

27

850.

Colleges and universities

27

640.

Music stores

24

581.

Hardware stores

27

172.

Printing, publishing, and allied industries, except newspapers

40

281.

Cutlery, handtools, and general hardware

27

821.

Offices and clinics of chiropractors

27

11.

Agricultural production, livestock

27

802.

Bowling centers

27

622.

Miscellaneous vehicle dealers

27

552.

Petroleum products

27

671.

Direct selling establishments

27

631.

Furniture and home furnishings stores

27

41.

Coal mining

37

401.

Bus service and urban transit

27

780.

Barber shops

27

211.

Other rubber products, and plastics footwear and belting

27

701.

Savings institutions, including credit unions

27

300.

Miscellaneous fabricated metal products

40

623.

Apparel and accessory stores, except shoe

27

512.

Electrical goods

27

502.

Lumber and construction materials

27

873.

Labor unions

24

30.

Agricultural services, n.e.c.

0

620.

Auto and home supply stores

27

770.

Lodging places, except hotels and motels

27

510.

Professional and commercial equipment and supplies

24

31.

Forestry

27

381.

Watches, clocks, and clockwork operated devices

14

310.

Engines and turbines

27

212.

Miscellaneous plastics products

3

511.

Metals and minerals, except petroleum

27

800.

Theaters and motion pictures

27

50.

Nonmetallic mining and quarrying, except fuels�

27

261.

Pottery and related products

27

222.

Leather products, except footwear

14

100.

Meat products

27

881.

Membership organizations, n.e.c.

40

112.

Sugar and confectionery products

27

440.

Radio and television broadcasting and cable

40

550.

Groceries and related products

27

842.

Elementary and secondary schools

27

840.

Health services, n.e.c.

53

532.

Miscellaneous wholesale, durable goods

56

661.

Gift, novelty, and souvenir shops

24

101.

Dairy products

27

632.

Household appliance stores

27

810.

Miscellaneous entertainment and recreation services�

40

951.

Coast Guard

0

861.

Job training and vocational rehabilitation services

27

471.

Sanitary services

40

621.

Gasoline service stations

27

872.

Museums, art galleries, and zoos

27

590.

Mobile home dealers

14

501.

Furniture and home furnishings

27

820.

Offices and clinics of dentists

27

781.

Funeral service and crematories

27

772.

Beauty shops

27

862.

Child day care services

27

290.

Screw machine products

27

411.

Warehousing and storage

27

241.

Miscellaneous wood products

27

210.

Tires and inner tubes

27

612.

Motor vehicle dealers

27

542.

Apparel, fabrics, and notions

27

891.

Research, development, and testing services

30

372.

Medical, dental, and optical instruments and supplies

28

870.

Residential care facilities, without nursing

27

292.

Ordnance

27

421.

Air transportation

27

771.

Laundry, cleaning, and garment services

27

592.

Variety stores

14

901.

General government, n.e.c.

27

201.

Miscellaneous petroleum and coal products

27

561.

Farm supplies

27

530.

Machinery, equipment, and supplies

27

322.

Computers and related equipment

27

521.

Hardware, plumbing and heating supplies

27

121.

Misc. food preparations and kindred products

27

452.

Electric and gas, and other combinations

27

863.

Family child care homes

11

932.

National security and international affairs�

27

960.

Military Reserves or National Guard�

0

791.

Miscellaneous personal services�

40

231.

Sawmills, planing mills, and millwork

40

130.

Tobacco manufactures

27

200.

Petroleum refining

27

320.

Metalworking machinery

27

740.

Detective and protective services

27

152.

Miscellaneous fabricated textile products

14

180.

Plastics, synthetics, and resins

40

221.

Footwear, except rubber and plastic

27

332.

Machinery, n.s.

36

361.

Railroad locomotives and equipment

27

470.

Water supply and irrigation

27

451.

Gas and steam supply systems

27

422.

Pipe lines, except natural gas

27

229.

Manufacturing, non-durable - allocated

0

301.

Metal industries, n.s.

26

660.

Jewelry stores

27

910.

Justice, public order, and safety

27

280.

Other primary metal industries

41

762.

Hotels and motels

27

182.

Soaps and cosmetics

27

860.

Educational services, n.e.c.

27

812.

Offices and clinics of physicians

27

122.

Food industries, n.s.

26

271.

Iron and steel foundries

27

541.

Drugs, chemicals, and allied products

27

220.

Leather tanning and finishing

26

181.

Drugs

27

442.

Telegraph and miscellaneous communications services

27

782.

Shoe repair shops

24

20.

Landscape and horticultural services

27

682.

Miscellaneous retail stores

53

950.

Marines

0

402.

Taxicab service

27

132.

Knitting mills

27

591.

Department stores

27

691.

Retail trade, n.s.�

27

312.

Construction and material handling machines

27

681.

Retail florists

27

560.

Alcoholic beverages

27

380.

Photographic equipment and supplies

14

602.

Dairy products stores

14

790.

Dressmaking shops

14

362.

Guided missiles, space vehicles, and parts

27

652.

Book and stationery stores

40

410.

Trucking service

40

672.

Fuel dealers

27

998.

Unknown

0

871.

Social services, n.e.c.

40

831.

Hospitals

27

350.

Electrical machinery, equipment, and supplies, n.s.

14

900.

Executive and legislative offices

27

342.

Electrical machinery, equipment, and supplies, n.e.c.

40

420.

Water transportation

27

630.

Shoe stores

27

822.

Offices and clinics of optometrists

27

352.

Aircraft and parts

27

711.

Insurance

27

851.

Vocational schools

27

582.

Retail nurseries and garden stores

27

142.

Yarn, thread, and fabric mills

39

250.

Glass and glass products

27

141.

Carpets and rugs

27

551.

Farm-product raw materials

27

702.

Credit agencies, n.e.c.

27

741.

Business services, n.e.c.

105

721.

Advertising

27

641.

Eating and drinking places

40

351.

Motor vehicles and motor vehicle equipment

27

472.

Utilities, n.s.�

26

893.

Miscellaneous professional and related services�

14

921.

Public finance, taxation, and monetary policy

27

722.

Services to dwellings and other buildings

27

291.

Metal forgings and stampings

27

942.

Navy

0

331.

Machinery, except electrical, n.e.c.

27

42.

Oil and gas extraction

40

160.

Pulp, paper, and paperboard mills

27

111.

Bakery products

27

32.

Fishing, hunting, and trapping�

27

232.

Wood buildings and mobile homes

24

270.

Blast furnaces, steelworks, rolling and finishing mills

27

432.

Services incidental to transportation

53

651.

Sporting goods, bicycles, and hobby stores

27

10.

Agricultural production, crops

54

340.

Household appliances

27

252.

Structural clay products

27

262.

Misc. nonmetallic mineral and stone products

27

Summary Statistics: Valid 6735.0; Mean 498.01707498144; StDev 265.43191654736023; Max. 952.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:V9md8EtYcgxq+DG96hoQjA==

Industry

f4753972 Location:

Summary Statistics: StDev 2982.7402874063687; Valid 6735.0; Min. 0.0; Mean 2800.518930957712; Max. 9890.0

Variable Format: numeric

Notes: UNF:6:ojm9UYIX8H2Q8SZWrlW80g==

Industry, 1950 basis

f4753972 Location:

Value

Label

Frequency

Text

448.

Apparel and accessories

40

846.

Laundering, cleaning, and dyeing services

27

319.

Pottery and related products

27

626.

Miscellaneous wholesale trade

253

586.

Electric light and power

27

206.

Metal mining

27

457.

Paperboard containers and boxes

27

879.

Legal services

27

617.

Machinery, equipment, and supplies

27

997.

Nonclassifiable

0

888.

Educational services

200

646.

General merchandise stores

162

308.

Misc wood products

64

346.

Fabricated steel products

149

858.

Bowling alleys, and billiard and pool parlors

27

348.

Not specified metal industries

26

546.

Water transportation

27

318.

Structural clay products

27

898.

Engineering and architectural services

27

596.

Water supply

27

317.

Cement, concrete, gypsum and plaster products

27

399.

Miscellaneous manufacturing industries

59

436.

Knitting mills

27

126.

Fisheries

27

568.

Services incidental to transportation

27

236.

Nonmetallic mining and quarrying, except fuel

50

467.

Drugs and medicines

27

579.

Telegraph

27

687.

Lumber and building material retailing

27

379.

Railroad and miscellaneous transportation equipment

57

449.

Miscellaneous fabricated textile products

14

499.

Not specified manufacturing industries

0

607.

Drugs, chemicals, and allied products

27

848.

Shoe repair shops

24

578.

Telephone

27

637.

Dairy products stores and milk retailing

14

309.

Furniture and fixtures

27

716.

Banking and credit agencies

81

806.

Advertising

27

906.

Postal service

27

416.

Bakery products

27

869.

Hospitals

27

657.

Shoe stores

27

437.

Dyeing and finishing textiles, except knit goods

27

347.

Fabricated nonferrous metal products

26

358.

Miscellaneous machinery

144

746.

Real estate

27

377.

Aircraft and parts

54

439.

Yarn, thread, and fabric mills

39

896.

Welfare and religious services

81

897.

Nonprofit membership organizations

51

458.

Miscellaneous paper and pulp products

27

699.

Not specified retail trade

27

688.

Liquor stores

27

336.

Blast furnaces, steel works, and rolling mills

27

307.

Sawmills, planing mills, and millwork

27

807.

Accounting, auditing, and bookkeeping services

27

456.

Pulp, paper, and paperboard mills

27

516.

Street railways and bus lines

27

697.

Fuel and ice retailing

27

386.

Professional equipment and supplies

55

936.

Local public administration

81

836.

Hotels and lodging places

54

468.

Paints, varnishes, and related products

27

627.

Not specified wholesale trade

27

438.

Carpets, rugs, and other floor coverings

27

216.

Coal mining

27

466.

Synthetic fibers

13

619.

Farm products--raw materials

27

868.

Medical and other health services, except hospitals

242

608.

Dry goods apparel

27

609.

Food and related products

27

306.

Logging

27

849.

Miscellaneous personal services

134

698.

Miscellaneous retail stores

224

407.

Dairy products

27

226.

Crude petroleum and natural gas extraction

27

506.

Railroads and railway express service

27

736.

Insurance

27

476.

Petroleum refining

27

316.

Glass and glass products

27

916.

Federal public administration

148

587.

Gas and steam supply systems

27

417.

Confectionery and related products

27

526.

Trucking service

27

669.

Drug stores

27

429.

Tobacco manufactures

27

116.

Forestry

27

487.

Leather: tanned, curried, and finished

13

489.

Leather products, except footwear

27

926.

State public administration

0

588.

Electric-gas utilities

27

536.

Taxicab service

27

326.

Miscellaneous nonmetallic mineral and stone products

27

647.

Five and ten cent stores

14

686.

Hardware and farm implement stores

27

418.

Beverage industries

27

658.

Furniture and house furnishing stores

27

618.

Petroleum products

27

426.

Not specified food industries

26

408.

Canning and preserving fruits, vegetables, and seafoods

27

556.

Air transportation

27

598.

Other and not specified utilities

26

726.

Security and commodity brokerage and investment companies

27

406.

Meat products

27

246.

Construction

27

446.

Miscellaneous textile mill products

27

859.

Miscellaneous entertainment and recreation services

109

847.

Dressmaking shops

14

376.

Motor vehicles and motor vehicle equipment

27

808.

Miscellaneous business services

217

998.

Industry not reported

0

409.

Grain-mill products

27

817.

Miscellaneous repair services

67

656.

Apparel and accessories stores, except shoe

27

857.

Theaters and motion pictures

27

527.

Warehousing and storage

27

899.

Miscellaneous professional and related services

145

689.

Retail florists

27

567.

Petroleum and gasoline pipe lines

27

667.

Motor vehicles and accessories retailing

95

105.

Agriculture

132

636.

Food stores, except dairy products

84

659.

Household appliance and radio stores

75

826.

Private households

27

378.

Ship and boat building and repairing

27

816.

Auto repair services and garages

78

696.

Jewelry stores

27

856.

Radio broadcasting and television

27

488.

Footwear, except rubber

27

668.

Gasoline service stations

27

0.

NIU

41

419.

Miscellaneous food preparations and kindred products

27

469.

Miscellaneous chemicals and allied products

117

478.

Rubber products

54

338.

Primary nonferrous industries

54

597.

Sanitary services

27

356.

Agricultural machinery and tractors

27

616.

Electrical goods, hardware, and plumbing equipment

54

367.

Electrical machinery, equipment, and supplies

135

387.

Photographic equipment and supplies

14

337.

Other primary iron and steel industries

27

388.

Watches, clocks, and clockwork-operated devices

14

459.

Printing, publishing, and allied industries

107

679.

Eating and drinking places

40

477.

Miscellaneous petroleum and coal products

27

606.

Motor vehicles and equipment

27

357.

Office and store machines and devices

14

Summary Statistics: Valid 6735.0; Max. 936.0; StDev 221.29291165157326; Min. 0.0; Mean 595.7998515219006

Variable Format: numeric

Notes: UNF:6:MzFbFH1gFgxeyuo6Mi0TYg==

Survey year

f4753973 Location:

Summary Statistics: Valid 13404.0; Max. 2015.0; Min. 1989.0; StDev 7.794638078205083; Mean 2002.003879438972

Variable Format: numeric

Notes: UNF:6:1K3YBA5v/yOWm0FK1VOipg==

Occupation

f4753973 Location:

Summary Statistics: Min. 0.0; Max. 9840.0; Mean 2570.9619516561784; StDev 2965.310129310758; Valid 13404.0;

Variable Format: numeric

Notes: UNF:6:niHruYxPP9Vy4HJvAnaj+w==

Occupation, 2010 basis

f4753973 Location:

Value

Label

Frequency

Text

9920.

Unemployed, with No Work Experience in the Last 5 Years or Earlier or Never Worked

27

4610.

Personal Care Aides

13

7610.

Helpers--Installation, Maintenance, and Repair Workers

27

5920.

Statistical Assistants

27

9350.

Parking Lot Attendants

27

1920.

Chemical Technicians

27

3820.

Police Officers and Detectives

49

6320.

Construction equipment operators except paving, surfacing, and tamping equipment operators

27

5100.

Bill and Account Collectors

27

5165.

Financial Clerks, nec

5

5550.

Postal Service Mail Carriers

27

2400.

Archivists, Curators, and Museum Technicians

27

9410.

Transportation Inspectors

13

3320.

Diagnostic Related Technologists and Technicians

13

6660.

Construction and Building Inspectors

27

1010.

Computer Programmers

27

6500.

Reinforcing Iron and Rebar Workers

12

5240.

Customer Service Representatives

13

3940.

Crossing Guards

27

2825.

Public Relations Specialists

27

9310.

Ship and Boat Captains and Operators

27

7750.

Assemblers and Fabricators, nec

41

2740.

Dancers and Choreographers

27

1300.

Architects, Except Naval

27

3630.

Massage Therapists

13

840.

Financial Analysts

13

4040.

Bartenders

27

3150.

Occupational Therapists

27

2430.

Librarians

27

7010.

Computer, Automated Teller, and Office Machine Repairers

27

1100.

Network and Computer Systems Administrators

13

4110.

Waiters and Waitresses

27

430.

Managers, nec (including Postmasters)

73

940.

Tax Preparers

13

7430.

Precision Instrument and Equipment Repairers

27

7940.

Rolling Machine Setters, Operators, and Tenders, metal and Plastic

27

5820.

Word Processors and Typists

49

7150.

Automotive Body and Related Repairers

27

4640.

Residential Advisors

13

7315.

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

27

9100.

Bus and Ambulance Drivers and Attendants

40

830.

Credit Analysts

13

4520.

Personal Appearance Workers, nec

13

6005.

First-Line Supervisors of Farming, Fishing, and Forestry Workers

55

9050.

Flight Attendants and Transportation Workers and Attendants

32

3300.

Clinical Laboratory Technologists and Technicians

27

8760.

Medical, Dental, and Ophthalmic Laboratory Technicians

27

810.

Appraisers and Assessors of Real Estate

13

5800.

Computer Operators

54

7950.

Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

27

8730.

Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

27

3500.

Licensed Practical and Licensed Vocational Nurses

27

3910.

Private Detectives and Investigators

13

3650.

Medical Assistants and Other Healthcare Support Occupations, nec

66

9560.

Conveyor operators and tenders, and hoist and winch operators

47

950.

Financial Specialists, nec

27

5150.

Procurement Clerks

13

8100.

Molders and Molding Machine Setters, Operators, and Tenders, Metal and Plastic

27

9260.

Subway, Streetcar, and Other Rail Transportation Workers

27

6360.

Glaziers

27

4030.

Food Preparation Workers

27

1320.

Aerospace Engineers

27

1900.

Agricultural and Food Science Technicians

13

1230.

Statisticians

24

1360.

Civil Engineers

27

7020.

Radio and Telecommunications Equipment Installers and Repairers

27

8220.

Metal workers and plastic workers, nec

122

5220.

Court, Municipal, and License Clerks

13

8510.

Furniture Finishers

27

2630.

Designers

27

9030.

Aircraft Pilots and Flight Engineers

27

5000.

First-Line Supervisors of Office and Administrative Support Workers

41

6830.

Explosives Workers, Ordnance Handling Experts, and Blasters

27

9040.

Air Traffic Controllers and Airfield Operations Specialists

27

8860.

Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

27

5560.

Postal Service Mail Sorters, Processors, and Processing Machine Operators

27

6040.

Graders and Sorters, Agricultural Products

27

8850.

Adhesive Bonding Machine Operators and Tenders

26

2010.

Social Workers

37

9999.

Unknown

0

4150.

Host and Hostesses, Restaurant, Lounge, and Coffee Shop

13

2750.

Musicians, Singers, and Related Workers

27

4965.

Sales and Related Workers, All Other

55

150.

Purchasing Managers

27

1720.

Chemists and Materials Scientists

27

8640.

Chemical Processing Machine Setters, Operators, and Tenders

27

2100.

Lawyers, and judges, magistrates, and other judicial workers

39

1000.

Computer Scientists and Systems Analysts/Network systems Analysts/Web Developers

60

100.

Administrative Services Managers

13

350.

Medical and Health Services Managers

27

4650.

Personal Care and Service Workers, All Other

27

8150.

Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

23

20.

General and Operations Managers

13

6200.

First-Line Supervisors of Construction Trades and Extraction Workers

96

4230.

Maids and Housekeeping Cleaners

55

320.

Funeral Directors

24

560.

Compliance Officers, Except Agriculture

27

2140.

Paralegals and Legal Assistants

27

8500.

Cabinetmakers and Bench Carpenters

27

9130.

Driver/Sales Workers and Truck Drivers

44

3520.

Opticians, Dispensing

27

9750.

Material moving workers, nec

74

2540.

Teacher Assistants

38

8130.

Tool and Die Makers

38

9200.

Locomotive Engineers and Operators

27

9810.

First-Line Enlisted Military Supervisors

0

1930.

Geological and Petroleum Technicians, and Nuclear Technicians

21

3160.

Physical Therapists

27

3530.

Health Technologists and Technicians, nec

27

9300.

Sailors and marine oilers, and ship engineers

46

800.

Accountants and Auditors

27

6820.

Earth Drillers, Except Oil and Gas

27

6710.

Fence Erectors

13

5610.

Shipping, Receiving, and Traffic Clerks

41

7030.

Avionics Technicians

13

8930.

Paper Goods Machine Setters, Operators, and Tenders

27

2060.

Religious Workers, nec

27

2810.

Editors, News Analysts, Reporters, and Correspondents

40

9240.

Railroad Conductors and Yardmasters

27

3220.

Respiratory Therapists

27

5110.

Billing and Posting Clerks

41

4420.

Ushers, Lobby Attendants, and Ticket Takers

27

6260.

Construction Laborers

27

8600.

Power Plant Operators, Distributors, and Dispatchers

27

3720.

First-Line Supervisors of Fire Fighting and Prevention Workers

27

140.

Industrial Production Managers

13

6100.

Fishing and hunting workers

48

4540.

Tour and Travel Guides

27

7330.

Industrial and Refractory Machinery Mechanics

27

3800.

Sheriffs, Bailiffs, Correctional Officers, and Jailers

41

4050.

Combined Food Preparation and Serving Workers, Including Fast Food

16

410.

Property, Real Estate, and Community Association Managers

27

1800.

Economists and market researchers

36

2300.

Preschool and Kindergarten Teachers

27

4930.

Sales Engineers

27

230.

Education Administrators

27

8950.

Helpers--Production Workers

27

6400.

Insulation Workers

27

8030.

Machinists

37

6740.

Rail-Track Laying and Maintenance Equipment Operators

13

8460.

Textile, Apparel, and Furnishings workers, nec

49

8920.

Molders, Shapers, and Casters, Except Metal and Plastic

100

4620.

Recreation and Fitness Workers

27

5410.

Reservation and Transportation Ticket Agents and Travel Clerks

27

7160.

Automotive Glass Installers and Repairers

13

8710.

Cutting Workers

27

1430.

Industrial Engineers, including Health and Safety

27

7360.

Millwrights

27

6730.

Highway Maintenance Workers

13

6230.

Carpenters

40

8750.

Jewelers and Precious Stone and Metal Workers

27

5620.

Stock Clerks and Order Fillers

27

8540.

Woodworking Machine Setters, Operators, and Tenders, Except Sawing

40

600.

Cost Estimators

13

4600.

Childcare Workers

52

4200.

First-Line Supervisors of Housekeeping and Janitorial Workers

27

7140.

Aircraft Mechanics and Service Technicians

41

720.

Meeting and Convention Planners

18

1700.

Astronomers and Physicists

27

6800.

Derrick, rotary drill, and service unit operators, and roustabouts, oil, gas, and mining

41

9360.

Automotive and Watercraft Service Attendants

13

5630.

Weighers, Measurers, Checkers, and Samplers, Recordkeeping

29

8060.

Model Makers and Patternmakers, Metal and Plastic

10

220.

Constructions Managers

13

4740.

Counter and Rental Clerks

27

5230.

Credit Authorizers, Checkers, and Clerks

13

4760.

Retail Salespersons

97

1560.

Surveying and Mapping Technicians

27

2310.

Elementary and Middle School Teachers

27

7960.

Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

24

5520.

Dispatchers

27

2020.

Community and Social Service Specialists, nec

27

5810.

Data Entry Keyers

27

2850.

Writers and Authors

27

1820.

Psychologists

27

3540.

Healthcare Practitioners and Technical Occupations, nec

27

3510.

Medical Records and Health Information Technicians

27

5360.

Human Resources Assistants, Except Payroll and Timekeeping

27

3000.

Chiropractors

13

9720.

Refuse and Recyclable Material Collectors

27

4010.

First-Line Supervisors of Food Preparation and Serving Workers

27

3260.

Health Diagnosing and Treating Practitioners, nec

13

1440.

Marine Engineers and Naval Architects

27

7110.

Electronic Equipment Installers and Repairers, Motor Vehicles

13

5850.

Mail Clerks and Mail Machine Operators, Except Postal Service

27

4140.

Dishwashers

13

4940.

Telemarketers

13

8940.

Tire Builders

13

7420.

Telecommunications Line Installers and Repairers

27

910.

Credit Counselors and Loan Officers

13

850.

Personal Financial Advisors

13

7240.

Small Engine Mechanics

27

5330.

Loan Interviewers and Clerks

27

1520.

Petroleum, mining and geological engineers, including mining safety engineers

54

3200.

Radiation Therapists

13

7630.

Other Installation, Maintenance, and Repair Workers Including Wind Turbine Service Technicians, and Commercial Divers, and Signal and Track Switch Repairers

33

5840.

Insurance Claims and Policy Processing Clerks

13

3730.

Supervisors, Protective Service Workers, All Other

27

9230.

Railroad Brake, Signal, and Switch Operators

24

5310.

Interviewers, Except Eligibility and Loan

27

4840.

Sales Representatives, Services, All Other

27

4810.

Insurance Sales Agents

27

110.

Computer and Information Systems Managers

13

5030.

Communications Equipment Operators, All Other

42

6460.

Plasterers and Stucco Masons

27

6050.

Agricultural workers, nec

62

5600.

Production, Planning, and Expediting Clerks

55

8610.

Stationary Engineers and Boiler Operators

27

7550.

Manufactured Building and Mobile Home Installers

12

2150.

Legal Support Workers, nec

13

1550.

Engineering Technicians, Except Drafters

52

7410.

Electrical Power-Line Installers and Repairers

13

7930.

Forging Machine Setters, Operators, and Tenders, Metal and Plastic

24

5420.

Information and Record Clerks, All Other

69

8530.

Sawing Machine Setters, Operators, and Tenders, Wood

27

3110.

Physician Assistants

27

2000.

Counselors

27

2700.

Actors, Producers, and Directors

40

8965.

Other production workers including semiconductor processors and cooling and freezing equipment operators

69

4700.

First-Line Supervisors of Sales Workers

40

300.

Architectural and Engineering Managers

13

3230.

Speech Language Pathologists

27

8910.

Etchers, Engravers, and Lithographers

41

7855.

Food Processing, nec

5

9510.

Crane and Tower Operators

27

5540.

Postal Service Clerks

27

4530.

Baggage Porters, Bellhops, and Concierges

27

5700.

Secretaries and Administrative Assistants

27

620.

Human Resources, Training, and Labor Relations Specialists

37

8830.

Photographic Process Workers and Processing Machine Operators

27

3620.

Physical Therapist Assistants and Aides

13

3240.

Therapists, nec

29

8230.

Bookbinders, Printing Machine Operators, and Job Printers

76

6765.

Construction workers, nec

41

9150.

Motor Vehicle Operators, All Other

27

3700.

First-Line Supervisors of Correctional Officers

13

6240.

Carpet, Floor, and Tile Installers and Finishers

41

8210.

Tool Grinders, Filers, and Sharpeners

12

5260.

File Clerks

27

2330.

Special Education Teachers

27

1050.

Computer Support Specialists

13

4820.

Securities, Commodities, and Financial Services Sales Agents

27

860.

Insurance Underwriters

27

6250.

Cement Masons, Concrete Finishers, and Terrazzo Workers

27

6120.

Forest and Conservation Workers

27

5250.

Eligibility Interviewers, Government Programs

27

4460.

Funeral Service Workers and Embalmers

18

2860.

Media and Communication Workers, nec

14

7540.

Locksmiths and Safe Repairers

27

7800.

Bakers

27

5120.

Bookkeeping, Accounting, and Auditing Clerks

27

4350.

Nonfarm Animal Caretakers

27

9650.

Pumping Station Operators

27

8010.

Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

50

7720.

Electrical, Electronics, and Electromechanical Assemblers

27

130.

Human Resources Managers

37

5900.

Office Machine Operators, Except Computer

41

6355.

Electricians

41

7040.

Electric Motor, Power Tool, and Related Repairers

27

5320.

Library Assistants, Clerical

27

2720.

Athletes, Coaches, Umpires, and Related Workers

27

10.

Chief executives and legislators/public administration

34

9800.

Military Officer Special and Tactical Operations Leaders

0

7220.

Heavy Vehicle and Mobile Equipment Service Technicians and Mechanics

41

5300.

Hotel, Motel, and Resort Desk Clerks

27

2440.

Library Technicians

13

7125.

Electronic Repairs, nec

14

520.

Wholesale and Retail Buyers, Except Farm Products

27

6430.

Paperhangers

22

4510.

Hairdressers, Hairstylists, and Cosmetologists

27

4800.

Advertising Sales Agents

27

3610.

Occupational Therapy Assistants and Aides

13

7920.

Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

13

3400.

Emergency Medical Technicians and Paramedics

13

2910.

Photographers

27

1740.

Environmental Scientists and Geoscientists

27

8140.

Welding, Soldering, and Brazing Workers

41

1200.

Actuaries

27

1420.

Environmental Engineers

13

7320.

Home Appliance Repairers

27

3250.

Veterinarians

27

3740.

Firefighters

27

9000.

Supervisors of Transportation and Material Moving Workers

55

9140.

Taxi Drivers and Chauffeurs

27

5860.

Office Clerks, General

27

500.

Agents and Business Managers of Artists, Performers, and Athletes

27

7210.

Bus and Truck Mechanics and Diesel Engine Specialists

27

7510.

Coin, Vending, and Amusement Machine Servicers and Repairers

13

1530.

Engineers, nec

86

5160.

Bank Tellers

27

730.

Other Business Operations and Management Specialists

32

3310.

Dental Hygienists

27

6840.

Mining Machine Operators

27

310.

Food Service and Lodging Managers

37

7560.

Riggers

13

7130.

Security and Fire Alarm Systems Installers

13

930.

Tax Examiners and Collectors, and Revenue Agents

13

1650.

Medical Scientists, and Life Scientists, All Other

28

5010.

Switchboard Operators, Including Answering Service

13

160.

Transportation, Storage, and Distribution Managers

13

3710.

First-Line Supervisors of Police and Detectives

27

8420.

Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

27

7900.

Computer Control Programmers and Operators

39

8350.

Tailors, Dressmakers, and Sewers

41

6210.

Boilermakers

27

6220.

Brickmasons, Blockmasons, and Stonemasons

36

4400.

Gaming Services Workers

13

120.

Financial Managers

27

5340.

New Account Clerks

13

7100.

Electrical and electronics repairers, transportation equipment, and industrial and utility

36

7350.

Maintenance Workers, Machinery

27

9520.

Dredge, Excavating, and Loading Machine Operators

27

1350.

Chemical Engineers

27

330.

Gaming Managers

13

7830.

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

26

6330.

Drywall Installers, Ceiling Tile Installers, and Tapers

27

4250.

Grounds Maintenance Workers

27

4850.

Sales Representatives, Wholesale and Manufacturing

27

510.

Buyers and Purchasing Agents, Farm Products

27

8340.

Shoe Machine Operators and Tenders

24

5940.

Office and administrative support workers, nec

27

1410.

Electrical and Electronics Engineers

27

3010.

Dentists

27

4060.

Counter Attendant, Cafeteria, Food Concession, and Coffee Shop

27

420.

Social and Community Service Managers

18

8250.

Prepress Technicians and Workers

27

7000.

First-Line Supervisors of Mechanics, Installers, and Repairers

27

5500.

Cargo and Freight Agents

13

5200.

Brokerage Clerks

13

8200.

Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic

27

6010.

Agricultural Inspectors

22

4210.

First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

27

4220.

Janitors and Building Cleaners

27

4830.

Travel Agents

13

1450.

Materials Engineers

27

7120.

Electronic Home Entertainment Equipment Installers and Repairers

13

3950.

Law enforcement workers, nec

55

2800.

Announcers

27

9820.

Military Enlisted Tactical Operations and Air/Weapons Specialists and Crew Members

0

1400.

Computer Hardware Engineers

13

7740.

Structural Metal Fabricators and Fitters

27

8740.

Inspectors, Testers, Sorters, Samplers, and Weighers

83

8330.

Shoe and Leather Workers and Repairers

27

8320.

Sewing Machine Operators

27

6600.

Helpers, Construction Trades

27

8650.

Crushing, Grinding, Polishing, Mixing, and Blending Workers

27

3050.

Pharmacists

27

7730.

Engine and Other Machine Assemblers

13

9600.

Industrial Truck and Tractor Operators

27

4750.

Parts Salespersons

27

3030.

Dieticians and Nutritionists

27

8310.

Pressers, Textile, Garment, and Related Materials

27

8810.

Painting Workers and Dyers

27

4340.

Animal Trainers

13

5510.

Couriers and Messengers

27

1710.

Atmospheric and Space Scientists

27

1540.

Drafters

27

6440.

Pipelayers, Plumbers, Pipefitters, and Steamfitters

41

5400.

Receptionists and Information Clerks

27

540.

Claims Adjusters, Appraisers, Examiners, and Investigators

27

205.

Farmers, Ranchers, and Other Agricultural Managers

77

7340.

Maintenance and Repair Workers, General

55

4500.

Barbers

27

3930.

Security Guards and Gaming Surveillance Officers

27

8550.

Woodworkers including model makers and patternmakers, nec

77

3640.

Dental Assistants

27

8410.

Textile Knitting and Weaving Machine Setters, Operators, and Tenders

27

3120.

Podiatrists

24

4300.

First-Line Supervisors of Gaming Workers

13

7200.

Automotive Service Technicians and Mechanics

38

4900.

Models, Demonstrators, and Product Promoters

27

1840.

Social Scientists, nec

43

3140.

Audiologists

13

1240.

Mathematical science occupations, nec

32

7260.

Vehicle and Mobile Equipment Mechanics, Installers, and Repairers, nec

13

1830.

Urban and Regional Planners

27

2340.

Other Teachers and Instructors

27

2040.

Clergy

27

6720.

Hazardous Materials Removal Workers

13

2760.

Entertainers and Performers, Sports and Related Workers, All Other

27

1960.

Life, Physical, and Social Science Technicians, nec

56

4950.

Door-to-Door Sales Workers, News and Street Vendors, and Related Workers

41

8630.

Plant and System Operators, nec

27

2550.

Education, Training, and Library Workers, nec

13

5140.

Payroll and Timekeeping Clerks

27

5130.

Gaming Cage Workers

12

9620.

Laborers and Freight, Stock, and Material Movers, Hand

55

2050.

Directors, Religious Activities and Education

13

4320.

First-Line Supervisors of Personal Service Workers

27

1910.

Biological Technicians

27

820.

Budget Analysts

13

6520.

Sheet Metal Workers, metal-working

50

1310.

Surveyors, Cartographers, and Photogrammetrists

41

4240.

Pest Control Workers

27

1600.

Agricultural and Food Scientists

27

4920.

Real Estate Brokers and Sales Agents

27

1460.

Mechanical Engineers

27

7840.

Food Batchmakers

27

7810.

Butchers and Other Meat, Poultry, and Fish Processing Workers

27

7710.

Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

13

9420.

Transportation workers, nec

35

1060.

Database Administrators

13

5530.

Meter Readers, Utilities

27

30.

Managers in Marketing, Advertising, and Public Relations

53

8620.

Water Wastewater Treatment Plant and System Operators

27

2840.

Technical Writers

27

2900.

Broadcast and Sound Engineering Technicians and Radio Operators, and media and communication equipment workers, all other

28

1640.

Conservation Scientists and Foresters

27

1610.

Biological Scientists

27

1980.

Professional, Research, or Technical Workers, nec

0

8040.

Metal Furnace Operators, Tenders, Pourers, and Casters

13

4430.

Entertainment Attendants and Related Workers, nec

53

7850.

Food Cooking Machine Operators and Tenders

13

9610.

Cleaners of Vehicles and Equipment

27

700.

Logisticians

13

9830.

Military, Rank Not Specified

27

2320.

Secondary School Teachers

27

1020.

Software Developers, Applications and Systems Software

13

3060.

Physicians and Surgeons

27

3210.

Recreational Therapists

13

4000.

Chefs and Cooks

54

5910.

Proofreaders and Copy Markers

27

3750.

Fire Inspectors

27

8400.

Textile bleaching and dyeing, and cutting machine setters, operators, and tenders

33

6300.

Paving, Surfacing, and Tamping Equipment Operators

50

8450.

Upholsterers

27

3130.

Registered Nurses

39

3040.

Optometrists

27

7300.

Control and Valve Installers and Repairers

27

3900.

Animal Control

13

6515.

Roofers

27

360.

Natural Science Managers

13

5350.

Correspondent clerks and order clerks

51

710.

Management Analysts

27

900.

Financial Examiners

13

8000.

Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

55

6530.

Structural Iron and Steel Workers

27

3600.

Nursing, Psychiatric, and Home Health Aides

13

4720.

Cashiers

27

9630.

Machine Feeders and Offbearers

27

1220.

Operations Research Analysts

27

4130.

Food preparation and serving related workers, nec

51

6130.

Logging Workers

27

8720.

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

47

2920.

Television, Video, and Motion Picture Camera Operators and Editors

13

5020.

Telephone Operators

27

6940.

Extraction workers, nec

66

530.

Purchasing Agents, Except Wholesale, Retail, and Farm Products

27

1760.

Physical Scientists, nec

27

8300.

Laundry and Dry-Cleaning Workers

39

3410.

Health Diagnosing and Treating Practitioner Support Technicians

27

8800.

Packaging and Filling Machine Operators and Tenders

27

4120.

Food Servers, Nonrestaurant

13

2200.

Postsecondary Teachers

414

7700.

First-Line Supervisors of Production and Operating Workers

27

2600.

Artists and Related Workers

27

6700.

Elevator Installers and Repairers

27

6420.

Painters, Construction and Maintenance

27

9640.

Packers and Packagers, Hand

27

Summary Statistics: Valid 13404.0; Mean 5075.646448821236; Min. 10.0; Max. 9920.0; StDev 2807.3234654084827

Variable Format: numeric

Notes: UNF:6:5Xp5mW/Hi8w/ZnuxX+KagA==

Occupation, 1990 basis

f4753973 Location:

Value

Label

Frequency

Text

283.

Sales demonstrators / promoters / models

27

748.

Laundry workers

39

567.

Carpenters

40

336.

Records clerks

40

59.

Not-elsewhere-classified engineers

153

166.

Economists, market researchers, and survey researchers

36

459.

Recreation facility attendants

40

57.

Mechanical engineers

27

454.

Elevator operators

27

165.

Archivists and curators

27

823.

Railroad conductors and yardmasters

27

79.

Foresters and conservation scientists

27

193.

Dancers

27

255.

Financial services sales occupations

27

375.

Insurance adjusters, examiners, and investigators

40

474.

Horticultural specialty farmers

14

708.

Drilling and boring machine operators

24

808.

Bus drivers

27

348.

Telephone operators

52

119.

Economics instructors

14

114.

Biological science instructors

14

83.

Medical scientists

27

226.

Airplane pilots and navigators

27

645.

Patternmakers and model makers

60

457.

Barbers

27

869.

Construction laborers

50

214.

Engineering technicians, n.e.c.

51

824.

Locomotive operators (engineers and firemen)

54

106.

Physicians' assistants

27

859.

Misc material moving occupations

51

345.

Duplication machine operators / office machine operators

14

784.

Solderers

14

313.

Secretaries

27

3.

Legislators

7

905.

Military

27

595.

Roofers and slaters

27

439.

Kitchen workers

27

290.

Sales workers--allocated (1990 internal census)

0

408.

Private household workers--allocated (1990 internal census)

0

668.

Upholsterers

27

326.

Correspondence and order clerks

51

319.

Receptionists

27

584.

Plasterers

27

127.

Engineering instructors

14

573.

Drywall installers

27

889.

Laborers outside construction

58

84.

Physicians

27

176.

Clergy and religious workers

67

66.

Actuaries

27

277.

Door-to-door sales, street sales, and news vendors

41

615.

Explosives workers

27

425.

Crossing guards and bridge tenders

32

207.

Licensed practical nurses

27

829.

Ship crews and marine engineers

87

538.

Office machine repairers and mechanics

14

175.

Recreation workers

27

44.

Aerospace engineer

27

634.

Tool and die makers and die setters

44

215.

Mechanical engineering technicians

14

508.

Aircraft mechanics

41

453.

Janitors

27

434.

Bartenders

27

659.

Other precision woodworkers

10

649.

Engravers

27

593.

Insulation workers

40

167.

Psychologists

27

145.

Law instructors

14

315.

Typists

35

589.

Glaziers

27

534.

Heating, air conditioning, and refigeration mechanics

27

344.

Billing clerks and related financial records processing

41

799.

Graders and sorters in manufacturing

27

229.

Computer software developers

45

518.

Industrial machinery repairers

27

706.

Punching and stamping press operatives

27

47.

Petroleum, mining, and geological engineers

27

456.

Supervisors of personal service jobs, n.e.c.

27

213.

Electrical and electronic (engineering) technicians

14

747.

Pressing machine operators (clothing)

27

198.

Announcers

27

773.

Motion picture projectionists

26

485.

Supervisors of agricultural occupations

27

865.

Helpers, constructions

27

699.

Other plant and system operators

27

446.

Health aides, except nursing

47

743.

Textile cutting machine operators

24

115.

Chemistry instructors

14

337.

Bookkeepers and accounting and auditing clerks

27

476.

Managers of horticultural specialty farms

14

104.

Speech therapists

42

383.

Bank tellers

32

156.

Primary school teachers

27

736.

Typesetters and compositors

45

149.

Home economics instructors

8

684.

Other precision and craft workers

24

26.

Management analysts

27

123.

History instructors

14

343.

Cost and rate clerks (financial records processing)

14

179.

Judges

7

204.

Dental hygenists

27

118.

Psychology instructors

14

825.

Railroad brake, coupler, and switch operators

24

224.

Chemical technicians

27

875.

Garbage and recyclable material collectors

27

155.

Kindergarten and earlier school teachers

27

254.

Real estate sales occupations

40

536.

Locksmiths and safe repairers

27

744.

Textile sewing machine operators

27

25.

Other financial specialists

105

438.

Food counter and fountain workers

14

45.

Metallurgical and materials engineers, variously phrased

27

853.

Excavating and loading machine operators

27

596.

Sheet metal duct installers

27

317.

Hotel clerks

27

809.

Taxi cab drivers and chauffeurs

67

200.

Professionals, n.e.c.

1

724.

Heat treating equipment operators

23

447.

Nursing aides, orderlies, and attendants

40

653.

Tinsmiths, coppersmiths, and sheet metal workers

23

384.

Proofreaders

27

480.

Farm laborers and farm foreman--allocated (1990 internal census)

0

199.

Athletes, sports instructors, and officials

35

227.

Air traffic controllers

27

184.

Technical writers

27

356.

Mail clerks, outside of post office

27

186.

Musician or composer

27

357.

Messengers

27

7.

Financial managers

27

707.

Rollers, roll hands, and finishers of metal

27

308.

Computer and peripheral equipment operators

54

757.

Separating, filtering, and clarifying machine operators

27

98.

Respiratory therapists

27

128.

Math instructors

14

183.

Writers and authors

27

97.

Dietitians and nutritionists

27

418.

Police, detectives, and private investigators

103

88.

Podiatrists

24

877.

Stock handlers

14

385.

Data entry keyers

27

583.

Paperhangers

22

465.

Welfare service aides

27

549.

Mechanics and repairers, n.e.c.

84

391.

Clerical and kindred workers--allocated (1990 internal census)

0

14.

Managers in education and related fields

27

755.

Extruding and forming machine operators

60

727.

Sawing machine operators and sawyers

27

535.

Precision makers, repairers, and smiths

54

368.

Weighers, measurers, and checkers

27

116.

Physics instructors

14

354.

Postal clerks, excluding mail carriers

27

519.

Machinery maintenance occupations

27

717.

Fabricating machine operators, n.e.c.

14

35.

Construction inspectors

27

78.

Biological scientists

27

73.

Chemists

27

163.

Vocational and educational counselors

27

89.

Other health and therapy

40

99.

Occupational therapists

40

768.

Crushing and grinding machine operators

14

303.

Office supervisors

41

749.

Misc textile machine operators

36

235.

Technicians, n.e.c.

22

759.

Painting machine operators

27

365.

Stock and inventory clerks

40

766.

Furnace, kiln, and oven operators, apart from food

40

76.

Physical scientists, n.e.c.

27

878.

Machine feeders and offbearers

27

525.

Repairers of data processing equipment

27

575.

Electricians

54

543.

Elevator installers and repairers

27

147.

Theology instructors

14

389.

Administrative support jobs, n.e.c.

56

577.

Electric power installers and repairers

50

616.

Miners

27

379.

General office clerks

27

316.

Interviewers, enumerators, and surveyors

53

617.

Other mining occupations

35

558.

Supervisors of construction work

96

658.

Furniture and wood finishers

27

544.

Millwrights

27

729.

Nail and tacking machine operators (woodworking)

23

579.

Painters, construction and maintenance

27

458.

Hairdressers and cosmetologists

40

205.

Health record tech specialists

27

17.

Managers of food-serving and lodging establishments

37

208.

Health technologists and technicians, n.e.c.

53

461.

Guides

27

754.

Packers, fillers, and wrappers

27

69.

Physicists and astronomers

27

738.

Winding and twisting textile/apparel operatives

27

475.

Farm managers, except for horticultural farms

37

218.

Surveyors, cartographers, mapping scientists and technicians

68

443.

Waiter's assistant

53

789.

Hand painting, coating, and decorating occupations

14

253.

Insurance sales occupations

27

455.

Pest control occupations

27

483.

Marine life cultivation workers

11

644.

Precision grinders and filers

26

709.

Grinding, abrading, buffing, and polishing workers

27

387.

Teacher's aides

25

890.

Laborers, except farm--allocated (1990 internal census)

0

426.

Guards, watchmen, doorkeepers

27

693.

Adjusters and calibrators

14

677.

Optical goods workers

27

435.

Waiter/waitress

27

318.

Transportation ticket and reservation agents

40

866.

Helpers, surveyors

27

169.

Social scientists, n.e.c.

28

489.

Inspectors of agricultural products

22

77.

Agricultural and food scientists

27

484.

Nursery farming workers

14

390.

Professional, technical, and kindred workers--allocated (1990 internal census)

0

688.

Batch food makers

27

667.

Tailors

14

594.

Paving, surfacing, and tamping equipment operators

41

679.

Bookbinders

22

445.

Dental assistants

27

763.

Roasting and baking machine operators (food)

26

4.

Chief executives and public administrators

27

189.

Photographers

27

85.

Dentists

27

185.

Designers

27

150.

Humanities profs/instructors, college, nec

0

723.

Metal platers

27

888.

Packers and packagers by hand

27

669.

Shoe repairers

27

539.

Repairers of mechanical controls and valves

27

159.

Teachers , n.e.c.

53

774.

Photographic process workers

27

415.

Supervisors of guards

27

887.

Vehicle washers and equipment cleaners

27

377.

Eligibility clerks for government programs; social welfare

27

355.

Mail carriers for postal service

27

364.

Shipping and receiving clerks

54

509.

Small engine repairers

27

87.

Optometrists

27

883.

Freight, stock, and materials handlers

32

479.

Farm workers

54

48.

Chemical engineers

27

753.

Cementing and gluing maching operators

26

999.

Unknown

27

113.

Earth, environmental, and marine science instructors

14

36.

Inspectors and compliance officers, outside construction

40

178.

Lawyers

32

588.

Concrete and cement workers

27

498.

Fishers, hunters, and kindred

48

194.

Art/entertainment performers and related

40

37.

Management support occupations

32

174.

Social workers

37

764.

Washing, cleaning, and pickling machine operators

27

276.

Cashiers

39

338.

Payroll and timekeeping clerks

27

154.

Subject instructors (HS/college)

224

448.

Supervisors of cleaning and building service

27

96.

Pharmacists

27

657.

Cabinetmakers and bench carpenters

27

86.

Veterinarians

32

874.

Production helpers

27

67.

Statisticians

24

507.

Bus, truck, and stationary engine mechanics

27

13.

Managers and specialists in marketing, advertising, and public relations

80

785.

Assemblers of electrical equipment

94

256.

Advertising and related sales jobs

27

27.

Personnel, HR, training, and labor relations specialists

37

473.

Farmers (owners and tenants)

22

726.

Wood lathe, routing, and planing machine operators

27

423.

Other law enforcement: sheriffs, bailiffs, correctional institution officers

64

75.

Geologists

27

674.

Other precision apparel and fabric workers

14

243.

Supervisors and proprietors of sales jobs

40

514.

Auto body repairers

40

675.

Hand molders and shapers, except jewelers

86

469.

Personal service occupations, nec

71

223.

Biological technicians

40

779.

Machine operators, n.e.c.

126

646.

Lay-out workers

23

523.

Repairers of industrial electrical equipment

40

203.

Clinical laboratory technologies and technicians

27

275.

Retail sales clerks

27

16.

Postmasters and mail superintendents

7

53.

Civil engineers

27

486.

Gardeners and groundskeepers

27

637.

Machinists

37

614.

Drillers of oil wells

39

173.

Urban and regional planners

27

34.

Business and promotion agents

27

18.

Managers of properties and real estate

27

678.

Dental laboratory and medical appliance technicians

40

463.

Public transportation attendants and inspectors

40

876.

Materials movers: stevedores and longshore workers

44

33.

Purchasing managers, agents and buyers, n.e.c.

54

815.

Transport equipment operatives--allocated (1990 internal census)

0

769.

Slicing and cutting machine operators

45

68.

Mathematicians and mathematical scientists

32

694.

Water and sewage treatment plant operators

27

695.

Power plant operators

27

24.

Insurance underwriters

27

65.

Operations and systems researchers and analysts

40

234.

Legal assistants, paralegals, legal support, etc

40

505.

Automobile mechanics

38

274.

Salespersons, n.e.c.

246

734.

Printing machine operators, n.e.c.

36

407.

Private household cleaners and servants

14

444.

Misc food prep workers

50

28.

Purchasing agents and buyers, of farm products

27

329.

Library assistants

40

187.

Actors, directors, producers

40

361.

Inspectors, n.e.c.

0

335.

File clerks

27

533.

Repairers of electrical equipment, n.e.c.

49

885.

Garage and service station related occupations

27

696.

Plant and system operators, stationary engineers

27

713.

Forge and hammer operators

24

796.

Production checkers and inspectors

42

376.

Customer service reps, investigators and adjusters, except insurance

40

848.

Crane, derrick, winch, and hoist operators

53

21.

Managers of service organizations, n.e.c.

73

195.

Editors and reporters

53

844.

Operating engineers of construction equipment

27

628.

Production supervisors or foremen

44

233.

Programmers of numerically controlled machine tools

25

488.

Graders and sorters of agricultural products

27

598.

Drillers of earth

27

585.

Plumbers, pipe fitters, and steamfitters

41

373.

Material recording, scheduling, production, planning, and expediting clerks

54

733.

Other woodworking machine operators

27

462.

Ushers

27

427.

Protective services, n.e.c.

40

164.

Librarians

27

756.

Mixing and blending machine operatives

27

526.

Repairers of household appliances and power tools

27

597.

Structural metal workers

52

346.

Mail and paper handlers

27

19.

Funeral directors

24

314.

Stenographers

14

105.

Therapists, n.e.c.

53

686.

Butchers and meat cutters

27

563.

Masons, tilers, and carpet installers

77

359.

Dispatchers

27

56.

Industrial engineers

27

95.

Registered nurses

39

217.

Drafters

27

703.

Lathe, milling, and turning machine operatives

64

23.

Accountants and auditors

40

349.

Other telecom operators

30

417.

Fire fighting, prevention, and inspection

81

813.

Parking lot attendants

27

206.

Radiologic tech specialists

27

328.

Human resources clerks, except payroll and timekeeping

27

22.

Managers and administrators, n.e.c.

145

468.

Child care workers

65

366.

Meter readers

27

991.

Unemployed

0

728.

Shaping and joining machine operator (woodworking)

13

103.

Physical therapists

40

125.

Sociology instructors

14

158.

Special education teachers

27

496.

Timber, logging, and forestry workers

81

599.

Construction trades, n.e.c.

51

834.

Water transport infrastructure tenders and crossing guards

22

436.

Cooks, variously defined

84

745.

Shoemaking machine operators

24

804.

Truck, delivery, and tractor drivers

84

64.

Computer systems analysts and computer scientists

94

405.

Housekeepers, maids, butlers, stewards, and lodging quarters cleaners

54

15.

Managers of medicine and health occupations

27

228.

Broadcast equipment operators

29

783.

Welders and metal cutters

27

527.

Telecom and line installers and repairers

54

765.

Paper folding machine operators

27

139.

Education instructors

14

687.

Bakers

27

386.

Statistical clerks

27

735.

Photoengravers and lithographers

14

643.

Boilermakers

27

803.

Supervisors of motor vehicle transportation

38

29.

Buyers, wholesale and retail trade

27

739.

Knitters, loopers, and toppers textile operatives

27

258.

Sales engineers

27

8.

Human resources and labor relations managers

37

719.

Molders, and casting machine operators

27

503.

Supervisors of mechanics and repairers

27

55.

Electrical engineer

40

225.

Other science technicians

27

157.

Secondary school teachers

27

378.

Bill and account collectors

27

43.

Architects

27

464.

Baggage porters

27

323.

Information clerks, nec

28

516.

Heavy equipment and farm equipment mechanics

54

347.

Office machine operators, n.e.c.

27

487.

Animal caretakers except on farms

27

74.

Atmospheric and space scientists

27

666.

Dressmakers and seamstresses

27

188.

Art makers: painters, sculptors, craft-artists, and print-makers

27

168.

Sociologists

16

Summary Statistics: StDev 261.96124043080044; Mean 414.53663085646014; Valid 13404.0; Min. 3.0; Max. 999.0;

Variable Format: numeric

Notes: UNF:6:B3Bja2cnxke1TigZoKsojw==

Occupation, 1950 basis

f4753973 Location:

Value

Label

Frequency

Text

740.

Barbers, beauticians, and manicurists

54

632.

Deliverymen and routemen

17

43.

Engineers, civil

27

10.

College presidents and deans

0

320.

Cashiers

27

490.

Salesmen and sales clerks (n.e.c.)

258

62.

Biological scientists

54

731.

Attendants, professional and personal service (n.e.c.)

111

910.

Fishermen and oystermen

48

750.

Bartenders

27

790.

Service workers, except private household (n.e.c.)

315

671.

Photographic process workers

27

23.

Physics

14

240.

Officers, pilots, pursers and engineers, ship

49

321.

Collectors, bill and account

27

18.

Mathematics

14

560.

Millwrights

27

773.

Policemen and detectives

103

594.

Craftsmen and kindred workers (n.e.c.)

66

67.

Mathematicians

32

325.

Express messengers and railway mail clerks

0

840.

Farm service laborers, self-employed

0

41.

Engineers, aeronautical

27

68.

Physicists

53

512.

Compositors and typesetters

22

573.

Plasterers

27

204.

Credit men

0

470.

Real estate agents and brokers

40

200.

Buyers and department heads, store

66

762.

Firemen, fire protection

67

94.

Technicians, medical and dental

200

460.

Newsboys

14

710.

Laundressses, private household

12

48.

Engineers, mining

54

515.

Electricians

41

301.

Attendants and assistants, library

27

32.

Dentists

27

643.

Laundry and dry cleaning operatives

54

631.

Conductors, bus and street railway

0

360.

Telegraph messengers

0

595.

Members of the armed services

27

100.

Farmers (owners and tenants)

36

25.

Statistics

0

335.

Mail carriers

27

75.

Physicians and surgeons

27

533.

Inspectors (n.e.c.)

67

552.

Mechanics and repairmen, radio and television

27

640.

Fruit, nut, veg graders and packers, except factory

13

561.

Molders, metal

14

270.

Postmasters

5

341.

Office machine operators

163

52.

Farm and home management advisors

0

592.

Tool makers, and die makers and setters

33

601.

Apprentice bricklayers and masons

9

650.

Mine operatives and laborers

105

83.

Statisticians and actuaries

51

44.

Engineers, electrical

27

575.

Pressmen and plate printers, printing

14

84.

Miscellaneous social scientists

57

684.

Weavers, textile

27

6.

Authors

27

660.

Motormen, mine, factory, logging camp, etc.

0

624.

Brakemen, railroad

24

690.

Operative and kindred workers (n.e.c.)

1588

71.

Osteopaths

0

54.

Funeral directors and embalmers

24

580.

Rollers and roll hands, metal

27

260.

Officials, lodge, society, union, etc.

0

370.

Telephone operators

39

33.

Designers

27

700.

Housekeepers, private household

14

625.

Bus drivers

27

3.

Architects

27

524.

Forgemen and hammermen

24

572.

Piano and organ tuners and repairmen

0

521.

Engravers, except photoengravers

27

523.

Foremen (n.e.c.)

150

830.

Farm laborers, unpaid family workers

0

58.

Nurses, professional

67

732.

Attendants, recreation and amusement

55

554.

Mechanics and repairmen (n.e.c.)

418

682.

Taxicab drivers and chauffers

27

74.

Photographers

27

685.

Welders and flame cutters

27

583.

Stationary engineers

54

530.

Glaziers

27

17.

Geology and geophysics

0

970.

Laborers (n.e.c.)

277

72.

Personnel and labor relations workers

51

543.

Loom fixers

0

93.

Teachers (n.e.c.)

134

551.

Mechanics and repairmen, office machine

41

535.

Job setters, metal

14

661.

Motormen, street, subway, and elevated railway

13

534.

Jewelers, watchmakers, goldsmiths, and silversmiths

41

611.

Apprentices, building trades (n.e.c.)

0

670.

Painters, except construction or maintenance

54

635.

Filers, grinders, and polishers, metal

53

250.

Officials and administrators (n.e.c.), public administration

62

511.

Cement and concrete finishers

27

13.

Biological sciences

14

35.

Draftsmen

27

541.

Locomotive engineers

27

683.

Truck and tractor drivers

27

574.

Plumbers and pipe fitters

41

782.

Sheriffs and bailiffs

27

571.

Photoengravers and lithographers

14

585.

Structural metal workers

63

602.

Apprentice carpenters

13

340.

Messengers and office boys

27

78.

Religious workers

40

510.

Carpenters

41

603.

Apprentice electricians

14

634.

Dyers

9

621.

Attendants, auto service and parking

54

562.

Motion picture projectionists

26

810.

Farm foremen

14

2.

Airplane pilots and navigators

27

92.

Surveyors

54

540.

Linemen and servicemen, telegraph, telephone, and power

68

555.

Millers, grain, flour, feed, etc.

0

620.

Asbestos and insulation workers

27

770.

Janitors and sextons

27

772.

Midwives

0

98.

Veterinarians

32

681.

Switchmen, railroad

14

785.

Watchmen (crossing) and bridge tenders

54

390.

Clerical and kindred workers (n.e.c.)

922

19.

Medical sciences

28

545.

Mechanics and repairmen, airplane

54

500.

Bakers

53

514.

Decorators and window dressers

0

565.

Paperhangers

36

525.

Furriers

14

674.

Sawyers

27

623.

Boatmen, canalmen, and lock keepers

0

753.

Charwomen and cleaners

14

5.

Athletes

13

550.

Mechanics and repairmen, automobile

94

7.

Chemists

27

760.

Counter and fountain workers

27

28.

Nonscientific subjects

90

51.

Entertainers (n.e.c.)

41

76.

Radio operators

56

613.

Apprentices, printing trades

0

720.

Private household workers (n.e.c.)

55

614.

Apprentices, other specified trades

10

570.

Pattern and model makers, except paper

52

430.

Hucksters and peddlers

27

0.

Accountants and auditors

40

520.

Electrotypers and stereotypers

0

503.

Boilermakers

27

784.

Waiters and waitresses

27

622.

Blasters and powdermen

27

754.

Cooks, except private household

70

781.

Practical nurses

27

305.

Bank tellers

32

81.

Economists

27

593.

Upholsterers

27

55.

Lawyers and judges

39

56.

Librarians

54

752.

Boarding and lodging house keepers

0

29.

Subject not specified

63

4.

Artists and art teachers

27

612.

Apprentices, metalworking trades (n.e.c.)

9

642.

Heaters, metal

0

73.

Pharmacists

27

15.

Economics

14

672.

Power station operators

27

645.

Milliners

0

544.

Machinists

27

920.

Garage laborers and car washers and greasers

0

764.

Housekeepers and stewards, except private household

27

57.

Musicians and music teachers

69

31.

Dancers and dancing teachers

27

304.

Baggagemen, transportation

0

783.

Ushers, recreation and amusement

27

97.

Therapists and healers (n.e.c.)

212

780.

Porters

27

230.

Managers and superintendents, building

27

36.

Editors and reporters

67

584.

Stone cutters and stone carvers

0

480.

Stock and bond salesmen

27

201.

Buyers and shippers, farm products

41

675.

Spinners, textile

0

1.

Actors and actresses

13

79.

Social and welfare workers, except group

50

581.

Roofers and slaters

27

641.

Furnacemen, smeltermen and pourers

13

531.

Heat treaters, annealers, temperers

23

14.

Chemistry

14

751.

Bootblacks

0

930.

Gardeners, except farm, and groundskeepers

40

96.

Technicians (n.e.c.)

27

999.

Unemployed- last worked over x years ago

29

644.

Meat cutters, except slaughter and packing house

27

532.

Inspectors, scalers, and graders, log and lumber

0

8.

Chiropractors

27

502.

Bookbinders

22

615.

Apprentices, trade not specified

0

605.

Apprentice mechanics, except auto

0

300.

Agents (n.e.c.)

13

820.

Farm laborers, wage workers

76

24.

Psychology

14

673.

Sailors and deck hands

27

69.

Miscellaneous natural scientists

53

591.

Tinsmiths, coppersmiths, and sheet metal workers

41

960.

Teamsters

0

77.

Recreation and group workers

27

610.

Apprentice plumbers and pipe fitters

14

542.

Locomotive firemen

0

350.

Stenographers, typists, and secretaries

68

53.

Foresters and conservationists

41

12.

Agricultural sciences

13

342.

Shipping and receiving clerks

41

302.

Attendants, physicians and dentists office

74

26.

Natural science (n.e.c.)

14

501.

Blacksmiths

0

504.

Brickmasons, stonemasons, and tile setters

54

46.

Engineers, mechanical

41

997.

Unknown

0

310.

Bookkeepers

27

950.

Lumbermen, raftsmen, and woodchoppers

27

513.

Cranemen, derrickmen, and hoistmen

53

380.

Ticket, station, and express agents

27

45.

Engineers, industrial

41

400.

Advertising agents and salesmen

27

450.

Insurance agents and brokers

81

205.

Floormen and floor managers, store

0

290.

Managers, officials, and proprietors (n.e.c.)

449

82.

Psychologists

27

59.

Nurses, student professional

0

940.

Longshoremen and stevedores

25

99.

Professional, technical and kindred workers (n.e.c.)

526

680.

Stationary firemen

27

210.

Inspectors, public administration

27

49.

Engineers (n.e.c.)

137

563.

Opticians and lens grinders and polishers

14

410.

Auctioneers

14

420.

Demonstrators

27

365.

Telegraph operators

3

95.

Technicians, testing

197

27.

Social sciences (n.e.c.)

66

630.

Chainmen, rodmen, and axmen, surveying

14

730.

Attendants, hospital and other institution

27

761.

Elevator operators

14

604.

Apprentice machinists and toolmakers

21

564.

Painters, construction and maintenance

41

771.

Marshals and constables

0

522.

Excavating, grading, and road machinery operators

105

322.

Dispatchers and starters, vehicle

27

63.

Geologists and geophysicists

14

505.

Cabinetmakers

27

123.

Farm managers

27

662.

Oilers and greaser, except auto

27

582.

Shoemakers and repairers, except factory

41

9.

Clergymen

27

42.

Engineers, chemical

27

763.

Guards, watchmen, and doorkeepers

82

633.

Dressmakers and seamstresses, except factory

14

34.

Dieticians and nutritionists

27

553.

Mechanics and repairmen, railroad and car shop

13

70.

Optometrists

41

600.

Apprentice auto mechanics

11

91.

Sports instructors and officials

28

590.

Tailors and tailoresses

27

47.

Engineers, metallurgical, metallurgists

27

203.

Conductors, railroad

27

280.

Purchasing agents and buyers (n.e.c.)

54

61.

Agricultural scientists

27

16.

Engineering

28

Summary Statistics: Mean 429.8414652342581; Max. 999.0; Min. 0.0; Valid 13404.0; StDev 274.23934862138424

Variable Format: numeric

Notes: UNF:6:1OREkNAJWDK6Mi8lPUhaSQ==

state_abr

f4754537 Location:

Variable Format: character

Notes: UNF:6:k68nZqyLmbdgDeLO8AOQGA==

gestcen

f4754537 Location:

Summary Statistics: StDev 25.564589480257993; Mean 54.823529411764696; Valid 51.0; Max. 95.0; Min. 11.0;

Variable Format: numeric

Notes: UNF:6:pFHivcQId1uGZ/FcA/e1gQ==

gestfips

f4754537 Location:

Summary Statistics: StDev 15.832827649303487; Max. 56.0; Mean 28.96078431372549; Min. 1.0; Valid 51.0

Variable Format: numeric

Notes: UNF:6:/BxZwriAKcMee+F36g2wIg==

depvar

f10749419 Location:

Variable Format: character

Notes: UNF:6:LhvI6LRhhs/+w05apDGRfA==

timefx

f10749419 Location:

Variable Format: character

Notes: UNF:6:V2JohfDabVUMPo4RTqr1gQ==

samp

f10749419 Location:

Variable Format: character

Notes: UNF:6:KfnPW5WWLyjBR1ipMZjAZQ==

controls

f10749419 Location:

Variable Format: character

Notes: UNF:6:pzRKzajF3vpjfEjEAYXZjQ==

model

f10749419 Location:

Variable Format: character

Notes: UNF:6:CGo0vK4SlmjzswvNly25Uw==

beta

f10749419 Location:

Summary Statistics: StDev 0.22896148111700093; Min. -0.6202549278419202; Valid 40.0; Mean -0.20619064979244797; Max. -0.003020753663599

Variable Format: numeric

Notes: UNF:6:mw9Kf19X16K+LyFRd26DbQ==

cohfx

f10749419 Location:

Variable Format: character

Notes: UNF:6:lXnnnmAucHNi9+beunZ7JA==

delta

f10749419 Location:

Summary Statistics: Max. 0.2753937119181383; Valid 80.0; Mean -0.003156018817604814; Min. -0.1582384253880715; StDev 0.07078708944804254;

Variable Format: numeric

Notes: UNF:6:yQadD6cgNKxLyjvs3GycNg==

period

f10749414 Location:

Summary Statistics: Valid 6.0; Mean 5.0; StDev 3.7416573867739413; Min. 0.0; Max. 10.0

Variable Format: numeric

Notes: UNF:6:+ddCkjIsm/eebC6r+cyIMQ==

beta_Dols

f10749414 Location:

Summary Statistics: Max. 0.06452155858278275; Valid 6.0; Mean -0.2246797326952219; StDev 0.2955324020967586; Min. -0.6879348158836365;

Variable Format: numeric

Notes: UNF:6:9BbiI6rpBNE5gGlGurc6zw==

se_Dols

f10749414 Location:

Summary Statistics: StDev 0.04561945978151352; Valid 6.0; Max. 0.14159947633743286; Mean 0.07223184158404668; Min. 0.0

Variable Format: numeric

Notes: UNF:6:7LWp4hDikZnC3UOIM9iBlA==

period2

f10749414 Location:

Summary Statistics: Min. 0.0; Valid 6.0; Max. 10.0; Mean 5.0; StDev 3.7416573867739413;

Variable Format: numeric

Notes: UNF:6:+ddCkjIsm/eebC6r+cyIMQ==

beta_D2sls

f10749414 Location:

Summary Statistics: Valid 6.0; StDev 0.2214039959072092; Mean -0.15610738471150398; Max. 0.08617263287305832; Min. -0.5069683194160461;

Variable Format: numeric

Notes: UNF:6:R1C+CqldDO98ERgdcHpw0g==

se_D2sls

f10749414 Location:

Summary Statistics: Mean 0.0696777602036794; StDev 0.04263458077560807; Max. 0.13406145572662354; Valid 6.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:Qh7CRSsty0dRGwr8Bwnt7g==

period3

f10749414 Location:

Summary Statistics: Max. 10.0; Mean 5.0; StDev 3.7416573867739413; Min. 0.0; Valid 6.0

Variable Format: numeric

Notes: UNF:6:+ddCkjIsm/eebC6r+cyIMQ==

beta_Eols

f10749414 Location:

Summary Statistics: Mean -0.033645107721288994; Min. -0.22919096052646637; StDev 0.11709238283932806; Max. 0.11661477386951447; Valid 6.0

Variable Format: numeric

Notes: UNF:6:0+YQUPtTLKRwPi00FSPVXg==

se_Eols

f10749414 Location:

Summary Statistics: Valid 6.0; Mean 0.0777833325167497; StDev 0.05984156932221891; Max. 0.18484479188919067; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:o7v31xtSCXK9gALF/91HrA==

period4

f10749414 Location:

Summary Statistics: StDev 3.7416573867739413; Min. 0.0; Max. 10.0; Valid 6.0; Mean 5.0;

Variable Format: numeric

Notes: UNF:6:+ddCkjIsm/eebC6r+cyIMQ==

beta_E2sls

f10749414 Location:

Summary Statistics: Mean 0.0725835207849741; Max. 0.5572303533554077; Valid 6.0; StDev 0.2488073754097193; Min. -0.11208183318376541

Variable Format: numeric

Notes: UNF:6:LuVNrXdi5nDmGISKP/9ckQ==

se_E2sls

f10749414 Location:

Summary Statistics: Mean 0.08462575326363245; Min. 0.0; Valid 6.0; StDev 0.07242474775542995; Max. 0.22002029418945312;

Variable Format: numeric

Notes: UNF:6:6BnQC6/bzehz6tGA4caqyA==

cil_Dols

f10749414 Location:

Summary Statistics: StDev 0.37418756836851436; Min. -0.9711337685585022; Valid 6.0; Mean -0.3691434158633152; Max. 0.0;

Variable Format: numeric

Notes: UNF:6:3VEGFK10aLy5LyaUBRDdwg==

cih_Dols

f10749414 Location:

Summary Statistics: Mean -0.08021604952712855; Max. 0.19382543116807938; Valid 6.0; StDev 0.22652051991525152; Min. -0.40473586320877075;

Variable Format: numeric

Notes: UNF:6:lzgLMojVQv0EXKlGKmKhlQ==

cil_D2sls

f10749414 Location:

Summary Statistics: StDev 0.2914741483907481; Max. 0.0; Min. -0.7750912308692932; Mean -0.2954629051188628; Valid 6.0

Variable Format: numeric

Notes: UNF:6:0wKAnWUsqORAiX24ele68Q==

cih_D2sls

f10749414 Location:

Summary Statistics: Mean -0.016751864304145176; Min. -0.23884540796279907; Max. 0.21478407829999924; StDev 0.16620451092115984; Valid 6.0;

Variable Format: numeric

Notes: UNF:6:o2LVbVkKzTGMfq+rbQtXIA==

cil_Eols

f10749414 Location:

Summary Statistics: Mean -0.1892117727547884; Valid 6.0; StDev 0.16166005779428136; Max. 0.0; Min. -0.3824997693300247

Variable Format: numeric

Notes: UNF:6:KdNa44dIMwtuJuEYOlC5MA==

cih_Eols

f10749414 Location:

Summary Statistics: Max. 0.40071145072579384; Valid 6.0; Min. -0.07588215172290802; Mean 0.12192155731221041; StDev 0.17301845365018317

Variable Format: numeric

Notes: UNF:6:8xJvDUkL8IASRuECMzFUXw==

cil_E2sls

f10749414 Location:

Summary Statistics: Valid 6.0; Mean -0.09666798574229082; Min. -0.2641930654644966; StDev 0.1496915949145894; Max. 0.11718976497650146

Variable Format: numeric

Notes: UNF:6:I9G7thD21H3lSj8HGrLsiw==

cih_E2sls

f10749414 Location:

Summary Statistics: Min. 0.0; Mean 0.241835027312239; Max. 0.997270941734314; Valid 6.0; StDev 0.37863623602076674

Variable Format: numeric

Notes: UNF:6:ykyuW3P3GP5iHhOGoVasMw==

cohorteffects

f10749411 Location:

Summary Statistics: Mean -0.77262788125; Valid 8.0; Min. -3.0065301; StDev 1.1359485981138302; Max. 0.15515148;

Variable Format: numeric

Notes: UNF:6:RPmHo9tt9rktaQES3JycHg==

timeeffects

f10749411 Location:

Summary Statistics: Max. -0.11320817; Min. -11.77223; StDev 5.174639116930727; Mean -4.7542024312499995; Valid 8.0

Variable Format: numeric

Notes: UNF:6:19773y1cstOkm54pJKnqFw==

scarring

f10749411 Location:

Summary Statistics: Valid 8.0; StDev 2.6818736636941027; Mean -1.8526567625; Min. -6.0755834; Max. 0.0

Variable Format: numeric

Notes: UNF:6:jnS4sUAlLiZlGVPNh9kwrQ==

sensitivity

f10749411 Location:

Summary Statistics: Mean -1.51510068625; StDev 1.9334297289286755; Min. -4.2130863; Valid 8.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:zqllWmwsmfPxM3PETbagsA==

model

f10749411 Location:

Variable Format: character

Notes: UNF:6:9YHi5Xs8ABjg9/b0qYazgg==

depvar

f10749411 Location:

Variable Format: character

Notes: UNF:6:9MoOoBtvdBJQtmmuYV+VUA==

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Appendix.pdf

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Paper.pdf

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April 2021 version, accepted at JHR

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Notes:

application/gzip

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Label:

morg99.dta.gz

Notes:

application/gzip

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Label:

cohfxregs.csv

Notes:

text/csv

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Label:

cohfxregs.txt

Notes:

text/plain

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Label:

cohfxregs_2panel_empl.gph

Notes:

application/vnd.flographit

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Label:

cohfxregs_2panel_rw_l.gph

Notes:

application/vnd.flographit

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Label:

cohfxregs_4panel.gph

Notes:

application/vnd.flographit

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Label:

cohfxregs_4panel_empl.gph

Notes:

application/vnd.flographit

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Label:

cohfxregs_4panel_notitle.gph

Notes:

application/vnd.flographit

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cohfxregs_4panel_rw_l.gph

Notes:

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fig_atcfxbygender_cohortA_empl.gph

Notes:

application/vnd.flographit

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Label:

fig_atcfxbygender_cohortA_rw_l.gph

Notes:

application/vnd.flographit

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Label:

fig_atcfxbygender_cohortB_empl.gph

Notes:

application/vnd.flographit

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Label:

fig_atcfxbygender_cohortB_rw_l.gph

Notes:

application/vnd.flographit

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Label:

fig_atcfx_age.gph

Notes:

application/vnd.flographit

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Label:

fig_atcfx_balanced.gph

Notes:

application/vnd.flographit

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Label:

fig_atcfx_balanced_B.gph

Notes:

application/vnd.flographit

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Label:

fig_atcfx_cohortA_empl.gph

Notes:

application/vnd.flographit

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Label:

fig_atcfx_cohortA_rw_l.gph

Notes:

application/vnd.flographit

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Label:

fig_atcfx_cohortB_empl.gph

Notes:

application/vnd.flographit

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Label:

fig_atcfx_cohortB_rw_l.gph

Notes:

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fig_atcfx_cohortC_empl.gph

Notes:

application/vnd.flographit

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Label:

fig_atcfx_cohortC_rw_l.gph

Notes:

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fig_atcfx_cohortD_empl.gph

Notes:

application/vnd.flographit

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Label:

fig_atcfx_cohortD_rw_l.gph

Notes:

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Label:

fig_atcfx_time.gph

Notes:

application/vnd.flographit

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Label:

fig_eduageyear_college.gph

Notes:

application/vnd.flographit

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Label:

fig_eduageyear_somecollege.gph

Notes:

application/vnd.flographit

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Label:

fig_imr_cohortfx.gph

Notes:

application/vnd.flographit

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fig_imr_scarring.gph

Notes:

application/vnd.flographit

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fig_imr_sensitivity.gph

Notes:

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fig_semitransitory_empl.gph

Notes:

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fig_semitransitory_empl_older.gph

Notes:

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fig_semitransitory_rw_l.gph

Notes:

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Label:

fig_semitransitory_rw_l_older.gph

Notes:

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Label:

fig_semitransitory_scarring_empl.gph

Notes:

application/vnd.flographit

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Label:

fig_semitransitory_scarring_rw_l.gph

Notes:

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Label:

fig_semitransitory_sensitivity_empl.gph

Notes:

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Label:

fig_semitransitory_sensitivity_rw_l.gph

Notes:

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fig_ur.gph

Notes:

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fig_ur_age_agegp2_empl.gph

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fig_ur_age_agegp2_noempl.gph

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fig_ur_age_agegp2_unem.gph

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fig_ur_age_base.gph

Notes:

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ivrunatc.gph

Notes:

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Label:

ivrunatc.txt

Notes:

text/plain

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runatc_bygender_difftable.txt

Notes:

text/plain

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Label:

runatc_difftable.txt

Notes:

text/plain

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Label:

summarystats_statdes.txt

Notes:

text/plain