Table Data - All Employees: Professional and Business Services in Tulsa, OK (MSA)
| Title | All Employees: Professional and Business Services in Tulsa, OK (MSA) |
|---|---|
| Series ID | TULS140PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 7:32 PM 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 | 35.9458777169716 |
| 1990-02-01 | 35.6201389827748 |
| 1990-03-01 | 36.0821123599401 |
| 1990-04-01 | 36.6369367847480 |
| 1990-05-01 | 36.8808789109753 |
| 1990-06-01 | 36.6970490852355 |
| 1990-07-01 | 36.8105656240084 |
| 1990-08-01 | 36.7861657030107 |
| 1990-09-01 | 37.4177812809675 |
| 1990-10-01 | 36.2546660855994 |
| 1990-11-01 | 36.1592956070437 |
| 1990-12-01 | 36.6680443173248 |
| 1991-01-01 | 36.9657111359876 |
| 1991-02-01 | 37.5394993768076 |
| 1991-03-01 | 38.2917243765664 |
| 1991-04-01 | 38.5467027210846 |
| 1991-05-01 | 38.6941149705988 |
| 1991-06-01 | 39.0948012019805 |
| 1991-07-01 | 38.0283895678561 |
| 1991-08-01 | 38.9667343889010 |
| 1991-09-01 | 38.7065814516910 |
| 1991-10-01 | 39.2175731577484 |
| 1991-11-01 | 39.1093709813385 |
| 1991-12-01 | 39.2083742607915 |
| 1992-01-01 | 39.3640455408122 |
| 1992-02-01 | 39.3727059585161 |
| 1992-03-01 | 38.7968792792334 |
| 1992-04-01 | 38.7920251034897 |
| 1992-05-01 | 38.9178514276319 |
| 1992-06-01 | 38.7570576559740 |
| 1992-07-01 | 39.2832849448808 |
| 1992-08-01 | 39.2273793915871 |
| 1992-09-01 | 39.7631408267242 |
| 1992-10-01 | 39.6744367514988 |
| 1992-11-01 | 40.0345765878271 |
| 1992-12-01 | 39.7094579257389 |
| 1993-01-01 | 40.2060154884422 |
| 1993-02-01 | 40.6664303879274 |
| 1993-03-01 | 41.1285413370376 |
| 1993-04-01 | 40.2482903406807 |
| 1993-05-01 | 40.1850273564703 |
| 1993-06-01 | 40.5077935322550 |
| 1993-07-01 | 40.6509846743433 |
| 1993-08-01 | 40.2543341081601 |
| 1993-09-01 | 40.4683335925043 |
| 1993-10-01 | 40.7768405768228 |
| 1993-11-01 | 40.7821254293325 |
| 1993-12-01 | 41.5059290661365 |
| 1994-01-01 | 41.0953253583572 |
| 1994-02-01 | 40.7767413994229 |
| 1994-03-01 | 41.1640817571525 |
| 1994-04-01 | 41.8014440063584 |
| 1994-05-01 | 41.9006629045525 |
| 1994-06-01 | 42.1277277505264 |
| 1994-07-01 | 42.4857918350524 |
| 1994-08-01 | 42.9873592502972 |
| 1994-09-01 | 42.7534006302744 |
| 1994-10-01 | 43.7266542274352 |
| 1994-11-01 | 44.0203034575132 |
| 1994-12-01 | 44.8044641515099 |
| 1995-01-01 | 43.7495584167849 |
| 1995-02-01 | 44.0180263840704 |
| 1995-03-01 | 44.7147518310853 |
| 1995-04-01 | 43.9165711512242 |
| 1995-05-01 | 43.7191976260954 |
| 1995-06-01 | 44.0504715260670 |
| 1995-07-01 | 43.5745584698590 |
| 1995-08-01 | 44.1409460311250 |
| 1995-09-01 | 44.1830387785336 |
| 1995-10-01 | 44.0193716547312 |
| 1995-11-01 | 44.3179976297316 |
| 1995-12-01 | 44.5372219760959 |
| 1996-01-01 | 43.7656090629117 |
| 1996-02-01 | 44.3430706368311 |
| 1996-03-01 | 44.7343620678464 |
| 1996-04-01 | 44.7068108639289 |
| 1996-05-01 | 45.0261047282400 |
| 1996-06-01 | 45.1473482570438 |
| 1996-07-01 | 44.8982017222313 |
| 1996-08-01 | 45.4532116878972 |
| 1996-09-01 | 45.5504441974732 |
| 1996-10-01 | 45.2515800125746 |
| 1996-11-01 | 45.2659362338228 |
| 1996-12-01 | 45.3094910231514 |
| 1997-01-01 | 45.4119646321849 |
| 1997-02-01 | 45.8473103676790 |
| 1997-03-01 | 45.7448667914035 |
| 1997-04-01 | 46.4381837433091 |
| 1997-05-01 | 46.9215630698186 |
| 1997-06-01 | 47.0573354248072 |
| 1997-07-01 | 48.1018204551240 |
| 1997-08-01 | 48.3134189807931 |
| 1997-09-01 | 48.9080160390734 |
| 1997-10-01 | 48.8618998782819 |
| 1997-11-01 | 49.0743298547776 |
| 1997-12-01 | 49.0326810253005 |
| 1998-01-01 | 50.8309364085399 |
| 1998-02-01 | 51.7938216478455 |
| 1998-03-01 | 52.1469856380007 |
| 1998-04-01 | 52.2149531202649 |
| 1998-05-01 | 52.8931387018229 |
| 1998-06-01 | 52.6625731216991 |
| 1998-07-01 | 52.4866699516365 |
| 1998-08-01 | 52.2021011853886 |
| 1998-09-01 | 52.2336256856801 |
| 1998-10-01 | 53.5740360464028 |
| 1998-11-01 | 52.8635599257161 |
| 1998-12-01 | 53.5520317799116 |
| 1999-01-01 | 52.4236327513513 |
| 1999-02-01 | 51.0867964834794 |
| 1999-03-01 | 50.7171759246246 |
| 1999-04-01 | 52.2641473146405 |
| 1999-05-01 | 52.0038673485448 |
| 1999-06-01 | 51.9764357196257 |
| 1999-07-01 | 52.2858944440000 |
| 1999-08-01 | 51.6886176638064 |
| 1999-09-01 | 52.1391900308427 |
| 1999-10-01 | 51.2373257331348 |
| 1999-11-01 | 51.3868593170699 |
| 1999-12-01 | 51.4466051097450 |
| 2000-01-01 | 51.7797505546634 |
| 2000-02-01 | 51.8057450647627 |
| 2000-03-01 | 52.4441694534277 |
| 2000-04-01 | 53.5429113326117 |
| 2000-05-01 | 53.4068888784174 |
| 2000-06-01 | 53.6531826640606 |
| 2000-07-01 | 54.0700455429356 |
| 2000-08-01 | 54.6578892779747 |
| 2000-09-01 | 54.8086566360507 |
| 2000-10-01 | 55.8014952606669 |
| 2000-11-01 | 55.8799138375767 |
| 2000-12-01 | 55.0245951994731 |
| 2001-01-01 | 55.4971486762392 |
| 2001-02-01 | 56.1477487143049 |
| 2001-03-01 | 56.3235835838413 |
| 2001-04-01 | 56.8585513005789 |
| 2001-05-01 | 56.5441504735848 |
| 2001-06-01 | 57.0210924305186 |
| 2001-07-01 | 56.9643769648717 |
| 2001-08-01 | 55.8361982550729 |
| 2001-09-01 | 54.8459891659605 |
| 2001-10-01 | 53.9921135755585 |
| 2001-11-01 | 54.1394886385989 |
| 2001-12-01 | 54.0046075096859 |
| 2002-01-01 | 53.2814720168829 |
| 2002-02-01 | 53.0128564335612 |
| 2002-03-01 | 52.7048198233386 |
| 2002-04-01 | 52.5171757339792 |
| 2002-05-01 | 52.9305717688779 |
| 2002-06-01 | 52.3755998053260 |
| 2002-07-01 | 51.3571270930396 |
| 2002-08-01 | 51.4322082307707 |
| 2002-09-01 | 51.1954544860318 |
| 2002-10-01 | 50.6897631597915 |
| 2002-11-01 | 50.3903361271802 |
| 2002-12-01 | 50.3780498964977 |
| 2003-01-01 | 50.2525256395812 |
| 2003-02-01 | 49.7628912837965 |
| 2003-03-01 | 49.2738624352259 |
| 2003-04-01 | 48.7505355181327 |
| 2003-05-01 | 48.6050893295473 |
| 2003-06-01 | 48.3390873015894 |
| 2003-07-01 | 48.9821297573944 |
| 2003-08-01 | 49.5311570240820 |
| 2003-09-01 | 49.7752362333511 |
| 2003-10-01 | 50.4615362394506 |
| 2003-11-01 | 50.7288250440605 |
| 2003-12-01 | 50.5441701904458 |
| 2004-01-01 | 52.4146821951375 |
| 2004-02-01 | 52.8830144596093 |
| 2004-03-01 | 52.2699720337296 |
| 2004-04-01 | 52.5271900993210 |
| 2004-05-01 | 51.7930637481095 |
| 2004-06-01 | 52.5985803524875 |
| 2004-07-01 | 53.8404398966401 |
| 2004-08-01 | 54.1909345270003 |
| 2004-09-01 | 55.1051371531352 |
| 2004-10-01 | 56.3324932794773 |
| 2004-11-01 | 56.5417903377103 |
| 2004-12-01 | 57.1218653446722 |
| 2005-01-01 | 57.9309188390594 |
| 2005-02-01 | 58.7035667697741 |
| 2005-03-01 | 58.9975677133980 |
| 2005-04-01 | 59.7090766150742 |
| 2005-05-01 | 59.8795621482092 |
| 2005-06-01 | 60.1033289304652 |
| 2005-07-01 | 60.4613327315418 |
| 2005-08-01 | 60.3938828586446 |
| 2005-09-01 | 61.3373147855079 |
| 2005-10-01 | 60.6647519699754 |
| 2005-11-01 | 61.3318107771704 |
| 2005-12-01 | 61.4805058521880 |
| 2006-01-01 | 61.5401324594900 |
| 2006-02-01 | 61.7069477460214 |
| 2006-03-01 | 61.7895678447844 |
| 2006-04-01 | 61.5699763366903 |
| 2006-05-01 | 61.8954604265079 |
| 2006-06-01 | 62.1263417651302 |
| 2006-07-01 | 61.8014575628546 |
| 2006-08-01 | 62.1663817055760 |
| 2006-09-01 | 62.0009461018377 |
| 2006-10-01 | 61.5030463295783 |
| 2006-11-01 | 61.5073071479759 |
| 2006-12-01 | 60.9139953556861 |
| 2007-01-01 | 61.9820392541710 |
| 2007-02-01 | 62.0779692944470 |
| 2007-03-01 | 62.4260310570357 |
| 2007-04-01 | 62.6216092264947 |
| 2007-05-01 | 63.1174193269620 |
| 2007-06-01 | 63.0013970948955 |
| 2007-07-01 | 63.0019183003689 |
| 2007-08-01 | 63.6261840735529 |
| 2007-09-01 | 62.8855168376148 |
| 2007-10-01 | 63.1199862072756 |
| 2007-11-01 | 63.0043964764418 |
| 2007-12-01 | 62.8251666923702 |
| 2008-01-01 | 65.3140992281255 |
| 2008-02-01 | 65.3933076370875 |
| 2008-03-01 | 65.3903421206178 |
| 2008-04-01 | 65.0594423608115 |
| 2008-05-01 | 64.8440167179273 |
| 2008-06-01 | 64.5028536631080 |
| 2008-07-01 | 64.1163243185373 |
| 2008-08-01 | 64.0970025064219 |
| 2008-09-01 | 63.9093983693827 |
| 2008-10-01 | 62.7937106564492 |
| 2008-11-01 | 62.1333983187346 |
| 2008-12-01 | 61.0713076688471 |
| 2009-01-01 | 59.4249649629975 |
| 2009-02-01 | 58.5946860443650 |
| 2009-03-01 | 57.5824427750899 |
| 2009-04-01 | 56.0773657287550 |
| 2009-05-01 | 55.8584539534485 |
| 2009-06-01 | 55.8118169136018 |
| 2009-07-01 | 55.1970488162272 |
| 2009-08-01 | 54.7606461269564 |
| 2009-09-01 | 54.1331547404882 |
| 2009-10-01 | 54.6770646898994 |
| 2009-11-01 | 54.9926098649422 |
| 2009-12-01 | 55.2550633337552 |
| 2010-01-01 | 55.8415712880880 |
| 2010-02-01 | 55.6882853078895 |
| 2010-03-01 | 55.7678691237691 |
| 2010-04-01 | 56.1963713928787 |
| 2010-05-01 | 55.9338797412667 |
| 2010-06-01 | 55.8010388194152 |
| 2010-07-01 | 55.8346751612900 |
| 2010-08-01 | 55.4260731906848 |
| 2010-09-01 | 55.4435963503510 |
| 2010-10-01 | 55.8100638672743 |
| 2010-11-01 | 55.4013817591778 |
| 2010-12-01 | 55.3261677767823 |
| 2011-01-01 | 55.0357232076178 |
| 2011-02-01 | 54.4557447876053 |
| 2011-03-01 | 54.9474557339622 |
| 2011-04-01 | 54.6118773279648 |
| 2011-05-01 | 54.6216017936260 |
| 2011-06-01 | 54.4508084256915 |
| 2011-07-01 | 54.9982963028604 |
| 2011-08-01 | 54.9787888772512 |
| 2011-09-01 | 55.8436546570313 |
| 2011-10-01 | 55.5929996022911 |
| 2011-11-01 | 55.3588253551902 |
| 2011-12-01 | 55.8455317137973 |
| 2012-01-01 | 55.4286947676841 |
| 2012-02-01 | 56.4219814714883 |
| 2012-03-01 | 56.1938235863613 |
| 2012-04-01 | 56.8211687082574 |
| 2012-05-01 | 56.9328347640982 |
| 2012-06-01 | 57.3999426793365 |
| 2012-07-01 | 57.2527504602223 |
| 2012-08-01 | 57.7406903433575 |
| 2012-09-01 | 57.5458506710146 |
| 2012-10-01 | 57.4046280233322 |
| 2012-11-01 | 57.8750116764322 |
| 2012-12-01 | 57.8034916749415 |
| 2013-01-01 | 57.9045531442121 |
| 2013-02-01 | 57.9396336855442 |
| 2013-03-01 | 58.3506139241649 |
| 2013-04-01 | 57.9961825120669 |
| 2013-05-01 | 58.2133111233754 |
| 2013-06-01 | 58.4198563838359 |
| 2013-07-01 | 58.7612112723683 |
| 2013-08-01 | 58.9265785898687 |
| 2013-09-01 | 58.8374973063753 |
| 2013-10-01 | 58.7508779666344 |
| 2013-11-01 | 58.8866770088951 |
| 2013-12-01 | 58.5238793489692 |
| 2014-01-01 | 58.9162953609384 |
| 2014-02-01 | 58.9320296758171 |
| 2014-03-01 | 59.1785243351985 |
| 2014-04-01 | 59.1650812362949 |
| 2014-05-01 | 59.5226554650178 |
| 2014-06-01 | 59.7259608202487 |
| 2014-07-01 | 59.1907339656995 |
| 2014-08-01 | 58.9378464296269 |
| 2014-09-01 | 58.9255633313932 |
| 2014-10-01 | 60.2051834036073 |
| 2014-11-01 | 60.3032799762516 |
| 2014-12-01 | 60.4850625394726 |
| 2015-01-01 | 61.8323113475223 |
| 2015-02-01 | 60.6011430367731 |
| 2015-03-01 | 60.6182156020811 |
| 2015-04-01 | 60.9350119439431 |
| 2015-05-01 | 60.8739386497733 |
| 2015-06-01 | 60.4135176597027 |
| 2015-07-01 | 60.8666455108370 |
| 2015-08-01 | 60.4571717987048 |
| 2015-09-01 | 59.6147033495839 |
| 2015-10-01 | 59.9490071506628 |
| 2015-11-01 | 59.6760270056145 |
| 2015-12-01 | 59.7638317090834 |
| 2016-01-01 | 60.1930542193116 |
| 2016-02-01 | 59.7795709529317 |
| 2016-03-01 | 59.5369773708787 |
| 2016-04-01 | 59.6415005807405 |
| 2016-05-01 | 59.4703204735275 |
| 2016-06-01 | 59.5449811393305 |
| 2016-07-01 | 59.5330076214654 |
| 2016-08-01 | 59.3324423303486 |
| 2016-09-01 | 59.8159821946170 |
| 2016-10-01 | 59.8759887171472 |
| 2016-11-01 | 59.9265945628951 |
| 2016-12-01 | 59.9886632936778 |
| 2017-01-01 | 60.1550888848560 |
| 2017-02-01 | 60.8725320453310 |
| 2017-03-01 | 61.7627372555416 |
| 2017-04-01 | 61.2815469195400 |
| 2017-05-01 | 61.3170834430548 |
| 2017-06-01 | 61.4680917769642 |
| 2017-07-01 | 60.8256266273447 |
| 2017-08-01 | 61.2733338972066 |
| 2017-09-01 | 61.3108423490869 |
| 2017-10-01 | 61.3023721719250 |
| 2017-11-01 | 61.2271661286352 |
| 2017-12-01 | 61.6121729259132 |
| 2018-01-01 | 61.0264329415618 |
| 2018-02-01 | 61.4868547257780 |
| 2018-03-01 | 62.0538344110804 |
| 2018-04-01 | 60.8225723576316 |
| 2018-05-01 | 61.0808154191927 |
| 2018-06-01 | 62.1187683383696 |
| 2018-07-01 | 62.1262471219990 |
| 2018-08-01 | 62.4125569382038 |
| 2018-09-01 | 62.4251493587318 |
| 2018-10-01 | 62.3174574132646 |
| 2018-11-01 | 62.9173065371254 |
| 2018-12-01 | 62.6537533743905 |
| 2019-01-01 | 62.4348458805048 |
| 2019-02-01 | 62.7274011991905 |
| 2019-03-01 | 62.8291986956225 |
| 2019-04-01 | 62.6347061887740 |
| 2019-05-01 | 63.0326592570952 |
| 2019-06-01 | 62.8972119415807 |
| 2019-07-01 | 63.3541315212154 |
| 2019-08-01 | 63.5081943302811 |
| 2019-09-01 | 63.1252254040045 |
| 2019-10-01 | 63.4253013159238 |
| 2019-11-01 | 63.2877199101027 |
| 2019-12-01 | 63.2456130310603 |
| 2020-01-01 | 63.0174711198780 |
| 2020-02-01 | 62.6552763741114 |
| 2020-03-01 | 62.6715967011583 |
| 2020-04-01 | 57.1995290294341 |
| 2020-05-01 | 57.4311424866493 |
| 2020-06-01 | 57.9282539305300 |
| 2020-07-01 | 58.2061049101142 |
| 2020-08-01 | 58.5753948228859 |
| 2020-09-01 | 58.7257637738750 |
| 2020-10-01 | 58.8182082012141 |
| 2020-11-01 | 58.9817684639228 |
| 2020-12-01 | 59.3741169860494 |
| 2021-01-01 | 60.5404298472029 |
| 2021-02-01 | 59.5593985875828 |
| 2021-03-01 | 60.5031602483083 |
| 2021-04-01 | 61.0272867160166 |
| 2021-05-01 | 60.8977635235254 |
| 2021-06-01 | 61.4786588977188 |
| 2021-07-01 | 61.2168536488763 |
| 2021-08-01 | 61.1935246042252 |
| 2021-09-01 | 61.1933026714223 |
| 2021-10-01 | 61.8106887464586 |
| 2021-11-01 | 62.2728861542567 |
| 2021-12-01 | 62.8148447095101 |
| 2022-01-01 | 63.2791660835788 |
| 2022-02-01 | 63.2359156730770 |
| 2022-03-01 | 63.5308606736407 |
| 2022-04-01 | 64.0344987903673 |
| 2022-05-01 | 64.2300724319793 |
| 2022-06-01 | 64.5232959551495 |
| 2022-07-01 | 65.5704741481677 |
| 2022-08-01 | 65.3257588546648 |
| 2022-09-01 | 65.8736708228134 |
| 2022-10-01 | 65.9187846107418 |
| 2022-11-01 | 66.3507350243598 |
| 2022-12-01 | 65.7019143140247 |
| 2023-01-01 | 65.6315519296113 |
| 2023-02-01 | 65.7006154779956 |
| 2023-03-01 | 65.7873196067826 |
| 2023-04-01 | 65.3680863238790 |
| 2023-05-01 | 65.4652800659104 |
| 2023-06-01 | 65.6880011692965 |
| 2023-07-01 | 64.9173309759385 |
| 2023-08-01 | 64.6085329159529 |
| 2023-09-01 | 64.7513169083516 |
| 2023-10-01 | 64.5368572001587 |
| 2023-11-01 | 64.0932602793084 |
| 2023-12-01 | 63.9635021587700 |
| 2024-01-01 | 64.3280985438902 |
| 2024-02-01 | 64.4705143633036 |
| 2024-03-01 | 64.3561678888991 |
| 2024-04-01 | 64.2555587173017 |
| 2024-05-01 | 64.0091587918377 |
| 2024-06-01 | 62.7481153390016 |
| 2024-07-01 | 63.4114440025569 |
| 2024-08-01 | 63.7498647829012 |
| 2024-09-01 | 63.7505556103275 |
| 2024-10-01 | 63.8496092394684 |
| 2024-11-01 | 63.7399100323142 |
| 2024-12-01 | 63.8088563469785 |
| 2025-01-01 | 63.6314061888382 |
| 2025-02-01 | 63.2438318009024 |
| 2025-03-01 | 63.3541843694254 |
| 2025-04-01 | 63.5710679134932 |
| 2025-05-01 | 63.5852883893410 |
| 2025-06-01 | 63.6038699248767 |
| 2025-07-01 | 63.2638015217846 |
| 2025-08-01 | 62.5399936525769 |
| 2025-09-01 | 62.9512321468442 |
| 2025-10-01 | 62.7527010107902 |
| 2025-11-01 | 63.3046869980048 |
| 2025-12-01 | 63.4601557068713 |
| 2026-01-01 | 63.0374655305100 |
| 2026-02-01 | 63.3411447754267 |
| 2026-03-01 | 63.1668509028719 |
| 2026-04-01 | 63.1850887056187 |
| 2026-05-01 | 62.6860111220000 |
| 2026-06-01 | 63.5263383279782 |
| 2026-07-01 | 64.5710543831232 |