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Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Dallas-Plano-Irving, TX (MD)

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

Title All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Dallas-Plano-Irving, TX (MD)
Series ID SMU48191246054000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-05-01
Last Updated 2024-06-26 6:08 AM CDT
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 68.52599676552430
1990-02-01 69.16063617726370
1990-03-01 69.14515466637299
1990-04-01 69.65830039298230
1990-05-01 69.76177167996130
1990-06-01 70.63573597591500
1990-07-01 70.93157526000891
1990-08-01 71.40201972709080
1990-09-01 71.50298843392600
1990-10-01 71.47030232031830
1990-11-01 71.72183262432000
1990-12-01 71.68385955176609
1991-01-01 70.32088247743310
1991-02-01 70.68666275578950
1991-03-01 70.78004145010759
1991-04-01 70.12209447462960
1991-05-01 70.42612989996350
1991-06-01 70.94156951024280
1991-07-01 70.96199725680730
1991-08-01 71.19332103248101
1991-09-01 70.86851432281790
1991-10-01 70.97296010646440
1991-11-01 70.92028170285650
1991-12-01 70.99650112930110
1992-01-01 71.49975436875441
1992-02-01 71.84569477713480
1992-03-01 72.01080906525459
1992-04-01 71.98006716948320
1992-05-01 71.77000675021330
1992-06-01 71.34652805710250
1992-07-01 71.72834012101550
1992-08-01 71.16997631045600
1992-09-01 71.15061141485370
1992-10-01 72.96519716876320
1992-11-01 72.68368609542621
1992-12-01 72.58258411316599
1993-01-01 74.01457095048620
1993-02-01 74.50206877696010
1993-03-01 74.13851473385050
1993-04-01 75.83341646637200
1993-05-01 76.52208306234209
1993-06-01 76.42669379147371
1993-07-01 76.81787255251659
1993-08-01 77.18923176031021
1993-09-01 78.61676363701930
1993-10-01 78.45856454263720
1993-11-01 78.19623003879721
1993-12-01 78.39257077917490
1994-01-01 78.55426636938200
1994-02-01 78.37642960844090
1994-03-01 78.45952563092709
1994-04-01 79.84022532984920
1994-05-01 79.98662330509920
1994-06-01 80.57114477869540
1994-07-01 83.24313885247780
1994-08-01 83.67580434205860
1994-09-01 83.93422769704930
1994-10-01 83.54913855268559
1994-11-01 83.92237691092490
1994-12-01 83.93952473116040
1995-01-01 84.84840020756280
1995-02-01 86.65061939013191
1995-03-01 85.88732404609610
1995-04-01 85.28445992763021
1995-05-01 86.21692948216221
1995-06-01 86.98422066569859
1995-07-01 87.30142959769350
1995-08-01 88.59921366575821
1995-09-01 88.92066061847740
1995-10-01 89.97871086029010
1995-11-01 91.37827897589880
1995-12-01 91.96849143474790
1996-01-01 92.12184011685160
1996-02-01 93.52389788328578
1996-03-01 94.49854195705600
1996-04-01 97.13008142214550
1996-05-01 98.13191083237230
1996-06-01 98.48779602460470
1996-07-01 98.33169393998430
1996-08-01 98.76387704916691
1996-09-01 99.74082794199360
1996-10-01 101.59732394573601
1996-11-01 102.89447566506700
1996-12-01 103.96824034960100
1997-01-01 104.64161194964399
1997-02-01 105.17238826460600
1997-03-01 106.40440293239400
1997-04-01 107.99283669474501
1997-05-01 109.46356953905800
1997-06-01 111.22247252040500
1997-07-01 109.64576151646400
1997-08-01 110.93352891302700
1997-09-01 112.56534557516899
1997-10-01 112.93633581925900
1997-11-01 113.61300063482400
1997-12-01 114.87285841614799
1998-01-01 114.55817644119301
1998-02-01 115.85956750716700
1998-03-01 116.81703630984100
1998-04-01 117.09395008042401
1998-05-01 118.18446188547600
1998-06-01 118.92720548579399
1998-07-01 120.04514508070500
1998-08-01 120.61136806869400
1998-09-01 122.03855039873501
1998-10-01 121.19823686593500
1998-11-01 121.41799651974700
1998-12-01 122.88026568671101
1999-01-01 125.20959288786301
1999-02-01 126.26930127058000
1999-03-01 127.29735438187099
1999-04-01 125.24941223812999
1999-05-01 125.36684323651400
1999-06-01 125.99145040637300
1999-07-01 127.82782513706600
1999-08-01 128.36213966597800
1999-09-01 129.13031809778100
1999-10-01 130.31741569078700
1999-11-01 130.61828176961300
1999-12-01 131.51450254647500
2000-01-01 130.88404975416800
2000-02-01 131.57012259078698
2000-03-01 132.13763682686600
2000-04-01 133.29067209324600
2000-05-01 134.83915914116199
2000-06-01 137.71940130360000
2000-07-01 138.24640611364902
2000-08-01 139.40313883692200
2000-09-01 140.48788408811400
2000-10-01 140.93559447785000
2000-11-01 141.40943923336800
2000-12-01 141.84509971439400
2001-01-01 142.15578351995100
2001-02-01 142.80931925117900
2001-03-01 142.70836323114400
2001-04-01 141.63202732596400
2001-05-01 140.67113099652000
2001-06-01 139.81796691680300
2001-07-01 137.92781411221100
2001-08-01 136.78591806708500
2001-09-01 135.32287037681300
2001-10-01 133.77230675962602
2001-11-01 132.77060850921600
2001-12-01 131.43054508724700
2002-01-01 131.25771954631100
2002-02-01 130.12643501099900
2002-03-01 129.35868901376801
2002-04-01 127.39502489756100
2002-05-01 127.64158583097200
2002-06-01 126.93009644349600
2002-07-01 126.76524038064400
2002-08-01 126.06436844577999
2002-09-01 126.23337860780000
2002-10-01 125.32139503499799
2002-11-01 124.93603801382099
2002-12-01 124.33633300673999
2003-01-01 124.46910548714199
2003-02-01 123.94188973043300
2003-03-01 123.41394037550700
2003-04-01 124.00378821417200
2003-05-01 124.00719559157801
2003-06-01 123.64840480555700
2003-07-01 122.96046437467399
2003-08-01 123.57312856383601
2003-09-01 123.42945532002199
2003-10-01 124.33955376945900
2003-11-01 125.05518805004101
2003-12-01 125.84097242255400
2004-01-01 126.16243579694300
2004-02-01 126.66524656958401
2004-03-01 127.23534188694000
2004-04-01 127.70771126646700
2004-05-01 127.84114084402600
2004-06-01 128.17076830388902
2004-07-01 128.97507047181700
2004-08-01 129.07900484034600
2004-09-01 128.48300295832900
2004-10-01 130.41732616079500
2004-11-01 130.73028930421400
2004-12-01 131.34349717869300
2005-01-01 133.06390186084698
2005-02-01 133.34575334219900
2005-03-01 133.68514745622400
2005-04-01 134.61590028173300
2005-05-01 134.60476540668100
2005-06-01 135.36189952478300
2005-07-01 136.11636331933500
2005-08-01 135.79568127202998
2005-09-01 136.57036386465700
2005-10-01 138.79146942761500
2005-11-01 140.23054614797700
2005-12-01 140.16276141501900
2006-01-01 138.73005292584400
2006-02-01 139.23813269189200
2006-03-01 140.77182744607200
2006-04-01 140.79730288467300
2006-05-01 141.73862013569800
2006-06-01 142.76357509817302
2006-07-01 143.43455782719200
2006-08-01 144.77610198131300
2006-09-01 145.41037678655198
2006-10-01 145.79825724983500
2006-11-01 147.08141126718400
2006-12-01 147.85053973905400
2007-01-01 148.00852552245600
2007-02-01 149.55935940057200
2007-03-01 149.92074346064700
2007-04-01 150.91815582175400
2007-05-01 152.03896025256398
2007-06-01 152.92624932038000
2007-07-01 153.91015513301700
2007-08-01 155.06180420045098
2007-09-01 155.37529861954300
2007-10-01 156.17410207762900
2007-11-01 157.18448176855700
2007-12-01 157.90730317007300
2008-01-01 159.38270883486300
2008-02-01 160.16778834535802
2008-03-01 159.78047002929898
2008-04-01 161.08349024011400
2008-05-01 161.35597879842800
2008-06-01 161.14197172986200
2008-07-01 161.13908690241400
2008-08-01 160.67816237052298
2008-09-01 160.09807150152300
2008-10-01 159.71282989045700
2008-11-01 158.28800620015102
2008-12-01 157.68078746058300
2009-01-01 156.74771426850100
2009-02-01 155.35699179526700
2009-03-01 154.30003072923700
2009-04-01 153.39104731798500
2009-05-01 152.89686732065500
2009-06-01 152.54758109461900
2009-07-01 151.80364385036500
2009-08-01 151.32769184082500
2009-09-01 151.82960100255698
2009-10-01 151.95446148094600
2009-11-01 153.05368322075000
2009-12-01 152.89364650281001
2010-01-01 152.78657017571200
2010-02-01 153.22327481135100
2010-03-01 153.62197658662600
2010-04-01 153.90280639402200
2010-05-01 154.32610014520500
2010-06-01 154.78486848190800
2010-07-01 155.30881120080300
2010-08-01 155.70929023630302
2010-09-01 156.33743639111600
2010-10-01 156.44277710015900
2010-11-01 157.03839490289100
2010-12-01 157.56046978349300
2011-01-01 158.02016351339000
2011-02-01 158.57040978592900
2011-03-01 159.41961763033000
2011-04-01 160.47830008828800
2011-05-01 160.08592089339200
2011-06-01 160.32700380603300
2011-07-01 161.33342615376700
2011-08-01 161.54378521434600
2011-09-01 162.70117093219102
2011-10-01 162.41650019101600
2011-11-01 163.30553385478800
2011-12-01 164.47189115807600
2012-01-01 164.45699674396200
2012-02-01 166.45429516448300
2012-03-01 167.44120649614598
2012-04-01 168.32285306331400
2012-05-01 169.39499687179898
2012-06-01 169.99480145813800
2012-07-01 170.52156037158701
2012-08-01 171.75394488057600
2012-09-01 171.43467473617300
2012-10-01 172.46617982719700
2012-11-01 172.86290295417302
2012-12-01 172.85055148571600
2013-01-01 172.55590014926497
2013-02-01 172.47059725934700
2013-03-01 172.67063844804600
2013-04-01 174.28925330319200
2013-05-01 173.79371532579300
2013-06-01 174.67069993835900
2013-07-01 174.49653533213100
2013-08-01 175.16858589570998
2013-09-01 175.73007025528200
2013-10-01 176.95945305220200
2013-11-01 177.96321658013000
2013-12-01 178.34628767649502
2014-01-01 179.92807032994100
2014-02-01 180.74988236689603
2014-03-01 182.14453889340100
2014-04-01 183.19285521372100
2014-05-01 184.35730123120200
2014-06-01 185.27630613549500
2014-07-01 186.26429872949902
2014-08-01 187.71139463694500
2014-09-01 188.81548700538602
2014-10-01 189.76232864401100
2014-11-01 190.65291645984902
2014-12-01 191.78493367830100
2015-01-01 194.60536321866002
2015-02-01 195.49862707410900
2015-03-01 196.46201630619498
2015-04-01 197.74414251651600
2015-05-01 198.35309296955900
2015-06-01 199.54730644065200
2015-07-01 201.13568748165198
2015-08-01 201.84860998552102
2015-09-01 202.67328205370399
2015-10-01 203.51492111349998
2015-11-01 203.98153579557098
2015-12-01 204.72514648037998
2016-01-01 208.80616111278198
2016-02-01 209.10512316462400
2016-03-01 210.16513931443802
2016-04-01 210.59493079712700
2016-05-01 211.46718343436000
2016-06-01 212.48024672018602
2016-07-01 213.57781299974700
2016-08-01 213.98104169138300
2016-09-01 215.15791072618998
2016-10-01 215.02207546407200
2016-11-01 214.83826622604500
2016-12-01 215.29354439950600
2017-01-01 216.01450598878600
2017-02-01 216.38124617802100
2017-03-01 216.85556520663200
2017-04-01 217.04315237255200
2017-05-01 218.11801155660703
2017-06-01 218.55152391743500
2017-07-01 218.44993428518300
2017-08-01 219.08182003858101
2017-09-01 219.75922814219800
2017-10-01 221.05234947106600
2017-11-01 221.88923214074000
2017-12-01 221.75926614458598
2018-01-01 222.41260729504800
2018-02-01 223.34784512365100
2018-03-01 224.44809526007600
2018-04-01 224.64851339084498
2018-05-01 226.77881890042900
2018-06-01 228.16835937459800
2018-07-01 228.88475806658403
2018-08-01 230.06421870981498
2018-09-01 230.97706451694700
2018-10-01 231.60806649206300
2018-11-01 232.84272642648400
2018-12-01 233.78513206314900
2019-01-01 234.01787147374400
2019-02-01 234.73060987288397
2019-03-01 235.95102140209800
2019-04-01 237.09401682355000
2019-05-01 238.16342319476800
2019-06-01 239.67271439138400
2019-07-01 241.06577301258800
2019-08-01 242.55964545725300
2019-09-01 243.51163310839803
2019-10-01 245.67664460370997
2019-11-01 246.52731298216202
2019-12-01 246.56444427831798
2020-01-01 249.40007095088902
2020-02-01 250.46556470161700
2020-03-01 250.59351304528800
2020-04-01 241.52606898102798
2020-05-01 241.80558859973200
2020-06-01 241.59129154275902
2020-07-01 241.97180917238097
2020-08-01 242.47143369198102
2020-09-01 244.52963285601000
2020-10-01 243.66656565140000
2020-11-01 245.25052128337398
2020-12-01 247.47543607522200
2021-01-01 249.90662787575900
2021-02-01 251.68123012889998
2021-03-01 254.78567229028600
2021-04-01 257.52671387693200
2021-05-01 260.25317165690700
2021-06-01 263.59143658801800
2021-07-01 266.91880806572203
2021-08-01 269.27195844212500
2021-09-01 273.48925259773000
2021-10-01 277.03796926944800
2021-11-01 279.65243684328897
2021-12-01 282.09761793576000
2022-01-01 284.07069727169200
2022-02-01 287.19652658785900
2022-03-01 290.62621685484197
2022-04-01 296.23591588538200
2022-05-01 299.75368259571100
2022-06-01 301.62529291042597
2022-07-01 308.84622415006700
2022-08-01 312.05521869064500
2022-09-01 313.43014193587100
2022-10-01 317.07142419167997
2022-11-01 318.04029860926200
2022-12-01 316.11928809008400
2023-01-01 322.89370778016996
2023-02-01 323.52726782434297
2023-03-01 324.07209582175500
2023-04-01 324.70724816667700
2023-05-01 325.38882283566200
2023-06-01 324.01714280066800
2023-07-01 324.38983441904700
2023-08-01 324.80865154260897
2023-09-01 324.22601477380200
2023-10-01 322.95031718907400
2023-11-01 323.95872360976500
2023-12-01 323.35592279016200
2024-01-01 320.57863003800100
2024-02-01 322.08294528017500
2024-03-01 321.31468643668900
2024-04-01 317.67108661460800
2024-05-01 316.97693952265900

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