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 2026-04-01 |
| Last Updated | 2026-05-26 2:44 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 | 35.9458776353464 |
| 1990-02-01 | 35.6201395384705 |
| 1990-03-01 | 36.0821121275043 |
| 1990-04-01 | 36.6369366514758 |
| 1990-05-01 | 36.8808788230974 |
| 1990-06-01 | 36.6970491876559 |
| 1990-07-01 | 36.8105662028936 |
| 1990-08-01 | 36.7861662798772 |
| 1990-09-01 | 37.4177826348857 |
| 1990-10-01 | 36.2546668220875 |
| 1990-11-01 | 36.1592959506665 |
| 1990-12-01 | 36.6680409141581 |
| 1991-01-01 | 36.9657108507273 |
| 1991-02-01 | 37.5394997799905 |
| 1991-03-01 | 38.2917238392580 |
| 1991-04-01 | 38.5467024167414 |
| 1991-05-01 | 38.6941148665657 |
| 1991-06-01 | 39.0948014060903 |
| 1991-07-01 | 38.0283903049023 |
| 1991-08-01 | 38.9667351075093 |
| 1991-09-01 | 38.7065837203146 |
| 1991-10-01 | 39.2175743407145 |
| 1991-11-01 | 39.1093714730246 |
| 1991-12-01 | 39.2083699197538 |
| 1992-01-01 | 39.3640450317711 |
| 1992-02-01 | 39.3727064898945 |
| 1992-03-01 | 38.7968762588919 |
| 1992-04-01 | 38.7920254066828 |
| 1992-05-01 | 38.9178518346394 |
| 1992-06-01 | 38.7570580346837 |
| 1992-07-01 | 39.2832860566243 |
| 1992-08-01 | 39.2273808322501 |
| 1992-09-01 | 39.7631440818510 |
| 1992-10-01 | 39.6744386203438 |
| 1992-11-01 | 40.0345782209555 |
| 1992-12-01 | 39.7094543988906 |
| 1993-01-01 | 40.2060081913857 |
| 1993-02-01 | 40.6664324298896 |
| 1993-03-01 | 41.1285366346650 |
| 1993-04-01 | 40.2482913426159 |
| 1993-05-01 | 40.1850283495469 |
| 1993-06-01 | 40.5077947211239 |
| 1993-07-01 | 40.6509868111810 |
| 1993-08-01 | 40.2543369215604 |
| 1993-09-01 | 40.4683386696606 |
| 1993-10-01 | 40.7768436625672 |
| 1993-11-01 | 40.7821279704126 |
| 1993-12-01 | 41.5059249569081 |
| 1994-01-01 | 41.0953088375950 |
| 1994-02-01 | 40.7767426807860 |
| 1994-03-01 | 41.1640743286610 |
| 1994-04-01 | 41.8014465453167 |
| 1994-05-01 | 41.9006667182465 |
| 1994-06-01 | 42.1277323524329 |
| 1994-07-01 | 42.4857972322648 |
| 1994-08-01 | 42.9873651128618 |
| 1994-09-01 | 42.7534078076215 |
| 1994-10-01 | 43.7266581297200 |
| 1994-11-01 | 44.0203051996230 |
| 1994-12-01 | 44.8044577042518 |
| 1995-01-01 | 43.7495275574177 |
| 1995-02-01 | 44.0180220431328 |
| 1995-03-01 | 44.7147425650485 |
| 1995-04-01 | 43.9165768072061 |
| 1995-05-01 | 43.7192085173566 |
| 1995-06-01 | 44.0504842252293 |
| 1995-07-01 | 43.5745701406281 |
| 1995-08-01 | 44.1409563100480 |
| 1995-09-01 | 44.1830501297341 |
| 1995-10-01 | 44.0193737877548 |
| 1995-11-01 | 44.3179957012606 |
| 1995-12-01 | 44.5372095137641 |
| 1996-01-01 | 43.7655665270169 |
| 1996-02-01 | 44.3430494106047 |
| 1996-03-01 | 44.7343291538196 |
| 1996-04-01 | 44.7068432957250 |
| 1996-05-01 | 45.0261335635198 |
| 1996-06-01 | 45.1473722541171 |
| 1996-07-01 | 44.8982209838414 |
| 1996-08-01 | 45.4532272802874 |
| 1996-09-01 | 45.5504556120894 |
| 1996-10-01 | 45.2515769265215 |
| 1996-11-01 | 45.2659278563105 |
| 1996-12-01 | 45.3094719132359 |
| 1997-01-01 | 45.4119084061574 |
| 1997-02-01 | 45.8472686015412 |
| 1997-03-01 | 45.7448078845600 |
| 1997-04-01 | 46.4382588970636 |
| 1997-05-01 | 46.9216069955826 |
| 1997-06-01 | 47.0573701710139 |
| 1997-07-01 | 48.1018470549338 |
| 1997-08-01 | 48.3134383094214 |
| 1997-09-01 | 48.9080248142001 |
| 1997-10-01 | 48.8618893028154 |
| 1997-11-01 | 49.0743132444013 |
| 1997-12-01 | 49.0326562153508 |
| 1998-01-01 | 50.8308751188065 |
| 1998-02-01 | 51.7937602440888 |
| 1998-03-01 | 52.1469016123428 |
| 1998-04-01 | 52.2150710186139 |
| 1998-05-01 | 52.8931960567195 |
| 1998-06-01 | 52.6626148464914 |
| 1998-07-01 | 52.4867010636752 |
| 1998-08-01 | 52.2021205484481 |
| 1998-09-01 | 52.2336271300836 |
| 1998-10-01 | 53.5740185262402 |
| 1998-11-01 | 52.8635365135439 |
| 1998-12-01 | 53.5520047943620 |
| 1999-01-01 | 52.4235733509750 |
| 1999-02-01 | 51.0867281950829 |
| 1999-03-01 | 50.7170894649242 |
| 1999-04-01 | 52.2642834104803 |
| 1999-05-01 | 52.0039260327281 |
| 1999-06-01 | 51.9764762062051 |
| 1999-07-01 | 52.2859268609027 |
| 1999-08-01 | 51.6886320863141 |
| 1999-09-01 | 52.1391854504310 |
| 1999-10-01 | 51.2373041711962 |
| 1999-11-01 | 51.3868343566664 |
| 1999-12-01 | 51.4465821502599 |
| 2000-01-01 | 51.7797036357196 |
| 2000-02-01 | 51.8056808916893 |
| 2000-03-01 | 52.4440853758402 |
| 2000-04-01 | 53.5430460880614 |
| 2000-05-01 | 53.4069442152487 |
| 2000-06-01 | 53.6532140724898 |
| 2000-07-01 | 54.0700728052862 |
| 2000-08-01 | 54.6578964210410 |
| 2000-09-01 | 54.8086455804678 |
| 2000-10-01 | 55.8014735171990 |
| 2000-11-01 | 55.8798903723404 |
| 2000-12-01 | 55.0245888920714 |
| 2001-01-01 | 55.4971141213306 |
| 2001-02-01 | 56.1477000158854 |
| 2001-03-01 | 56.3235237863461 |
| 2001-04-01 | 56.8586597347803 |
| 2001-05-01 | 56.5441874120609 |
| 2001-06-01 | 57.0211048401906 |
| 2001-07-01 | 56.9643975818732 |
| 2001-08-01 | 55.8361972788364 |
| 2001-09-01 | 54.8459742254406 |
| 2001-10-01 | 53.9921032716083 |
| 2001-11-01 | 54.1394695821826 |
| 2001-12-01 | 54.0046201970312 |
| 2002-01-01 | 53.2814524486910 |
| 2002-02-01 | 53.0128265299092 |
| 2002-03-01 | 52.7047875946022 |
| 2002-04-01 | 52.5172392328358 |
| 2002-05-01 | 52.9305885817852 |
| 2002-06-01 | 52.3755921641381 |
| 2002-07-01 | 51.3571378908314 |
| 2002-08-01 | 51.4322016151354 |
| 2002-09-01 | 51.1954387198698 |
| 2002-10-01 | 50.6897777330101 |
| 2002-11-01 | 50.3903275909361 |
| 2002-12-01 | 50.3780806531945 |
| 2003-01-01 | 50.2525171016572 |
| 2003-02-01 | 49.7628727335758 |
| 2003-03-01 | 49.2738497258428 |
| 2003-04-01 | 48.7505488758087 |
| 2003-05-01 | 48.6050847230257 |
| 2003-06-01 | 48.3390608530454 |
| 2003-07-01 | 48.9821322555321 |
| 2003-08-01 | 49.5311494691899 |
| 2003-09-01 | 49.7752294510838 |
| 2003-10-01 | 50.4615844033373 |
| 2003-11-01 | 50.7288353681655 |
| 2003-12-01 | 50.5442248992841 |
| 2004-01-01 | 52.4146742576414 |
| 2004-02-01 | 52.8829874933645 |
| 2004-03-01 | 52.2699457129718 |
| 2004-04-01 | 52.5271683601860 |
| 2004-05-01 | 51.7930441677855 |
| 2004-06-01 | 52.5985409774204 |
| 2004-07-01 | 53.8404312047917 |
| 2004-08-01 | 54.1909361043377 |
| 2004-09-01 | 55.1051427516856 |
| 2004-10-01 | 56.3325725817425 |
| 2004-11-01 | 56.5418417617735 |
| 2004-12-01 | 57.1219963604839 |
| 2005-01-01 | 57.9308492232143 |
| 2005-02-01 | 58.7034983495790 |
| 2005-03-01 | 58.9975144507288 |
| 2005-04-01 | 59.7090359845323 |
| 2005-05-01 | 59.8795264108417 |
| 2005-06-01 | 60.1032859664388 |
| 2005-07-01 | 60.4613293718269 |
| 2005-08-01 | 60.3939110174492 |
| 2005-09-01 | 61.3373025804754 |
| 2005-10-01 | 60.6648728331769 |
| 2005-11-01 | 61.3319127745600 |
| 2005-12-01 | 61.4807050423194 |
| 2006-01-01 | 61.5399932906350 |
| 2006-02-01 | 61.7068318490110 |
| 2006-03-01 | 61.7894822395715 |
| 2006-04-01 | 61.5699202826906 |
| 2006-05-01 | 61.8954142814229 |
| 2006-06-01 | 62.1263055893202 |
| 2006-07-01 | 61.8014650364069 |
| 2006-08-01 | 62.1664402977929 |
| 2006-09-01 | 62.0009097004362 |
| 2006-10-01 | 61.5031987047227 |
| 2006-11-01 | 61.5074624601740 |
| 2006-12-01 | 60.9142555391995 |
| 2007-01-01 | 61.9818053933364 |
| 2007-02-01 | 62.0778197672800 |
| 2007-03-01 | 62.4259244624534 |
| 2007-04-01 | 62.6215452370127 |
| 2007-05-01 | 63.1173717764209 |
| 2007-06-01 | 63.0013780038217 |
| 2007-07-01 | 63.0019449885857 |
| 2007-08-01 | 63.6262650490454 |
| 2007-09-01 | 62.8854509734017 |
| 2007-10-01 | 63.1201633288553 |
| 2007-11-01 | 63.0045708516069 |
| 2007-12-01 | 62.8254270032265 |
| 2008-01-01 | 65.3138296429947 |
| 2008-02-01 | 65.3931415322530 |
| 2008-03-01 | 65.3902324382728 |
| 2008-04-01 | 65.0593821894764 |
| 2008-05-01 | 64.8439770834566 |
| 2008-06-01 | 64.5028509209069 |
| 2008-07-01 | 64.1163608695707 |
| 2008-08-01 | 64.0970889521177 |
| 2008-09-01 | 63.9093261312362 |
| 2008-10-01 | 62.7938810508523 |
| 2008-11-01 | 62.1335685511123 |
| 2008-12-01 | 61.0715580123305 |
| 2009-01-01 | 59.4246608390247 |
| 2009-02-01 | 58.5945244247387 |
| 2009-03-01 | 57.5823541728593 |
| 2009-04-01 | 56.0773224955099 |
| 2009-05-01 | 55.8584287413426 |
| 2009-06-01 | 55.8118305628076 |
| 2009-07-01 | 55.1970956272023 |
| 2009-08-01 | 54.7607254595794 |
| 2009-09-01 | 54.1330719785682 |
| 2009-10-01 | 54.6772208919047 |
| 2009-11-01 | 54.9927398711791 |
| 2009-12-01 | 55.2552365119529 |
| 2010-01-01 | 55.8413201532333 |
| 2010-02-01 | 55.6881526567514 |
| 2010-03-01 | 55.7678111714631 |
| 2010-04-01 | 56.1963499495682 |
| 2010-05-01 | 55.9338706863450 |
| 2010-06-01 | 55.8010583215473 |
| 2010-07-01 | 55.8347154862875 |
| 2010-08-01 | 55.4261278304462 |
| 2010-09-01 | 55.4435316704144 |
| 2010-10-01 | 55.8101806713983 |
| 2010-11-01 | 55.4014655137286 |
| 2010-12-01 | 55.3262667527995 |
| 2011-01-01 | 55.0355322011381 |
| 2011-02-01 | 54.4556643638962 |
| 2011-03-01 | 54.9474329317597 |
| 2011-04-01 | 54.6118735311777 |
| 2011-05-01 | 54.6216063900677 |
| 2011-06-01 | 54.4508235179216 |
| 2011-07-01 | 54.9983260025441 |
| 2011-08-01 | 54.9788050193689 |
| 2011-09-01 | 55.8436139258166 |
| 2011-10-01 | 55.5930756184975 |
| 2011-11-01 | 55.3588554435734 |
| 2011-12-01 | 55.8455599632364 |
| 2012-01-01 | 55.4286154079835 |
| 2012-02-01 | 56.4219410004446 |
| 2012-03-01 | 56.1938283024110 |
| 2012-04-01 | 56.8211803116432 |
| 2012-05-01 | 56.9328510762260 |
| 2012-06-01 | 57.3999257172163 |
| 2012-07-01 | 57.2527633103997 |
| 2012-08-01 | 57.7406701103288 |
| 2012-09-01 | 57.5458328417952 |
| 2012-10-01 | 57.4046531252112 |
| 2012-11-01 | 57.8750097971475 |
| 2012-12-01 | 57.8034992347132 |
| 2013-01-01 | 57.9045820794476 |
| 2013-02-01 | 57.9396206448116 |
| 2013-03-01 | 58.3506366071111 |
| 2013-04-01 | 57.9962026308947 |
| 2013-05-01 | 58.2133261638947 |
| 2013-06-01 | 58.4197975806218 |
| 2013-07-01 | 58.7612062354018 |
| 2013-08-01 | 58.9265319070860 |
| 2013-09-01 | 58.8374678628821 |
| 2013-10-01 | 58.7508713277962 |
| 2013-11-01 | 58.8866632816825 |
| 2013-12-01 | 58.5238785334507 |
| 2014-01-01 | 58.9164455849876 |
| 2014-02-01 | 58.9320299852263 |
| 2014-03-01 | 59.1786062121703 |
| 2014-04-01 | 59.1650795505458 |
| 2014-05-01 | 59.5226467869919 |
| 2014-06-01 | 59.7258639430047 |
| 2014-07-01 | 59.1906641812597 |
| 2014-08-01 | 58.9377854121559 |
| 2014-09-01 | 58.9255204175655 |
| 2014-10-01 | 60.2051488109935 |
| 2014-11-01 | 60.3032617553194 |
| 2014-12-01 | 60.4850591014121 |
| 2015-01-01 | 61.8326592827538 |
| 2015-02-01 | 60.6011452567489 |
| 2015-03-01 | 60.6184283673195 |
| 2015-04-01 | 60.9349295748009 |
| 2015-05-01 | 60.8738162657768 |
| 2015-06-01 | 60.4133875481590 |
| 2015-07-01 | 60.8664987769619 |
| 2015-08-01 | 60.4570766573869 |
| 2015-09-01 | 59.6146091978814 |
| 2015-10-01 | 59.9489133393007 |
| 2015-11-01 | 59.6760863504966 |
| 2015-12-01 | 59.7638560438421 |
| 2016-01-01 | 60.1936395410751 |
| 2016-02-01 | 59.7796886507504 |
| 2016-03-01 | 59.5374031647164 |
| 2016-04-01 | 59.6413238574769 |
| 2016-05-01 | 59.4699809557990 |
| 2016-06-01 | 59.5446679919775 |
| 2016-07-01 | 59.5326172789716 |
| 2016-08-01 | 59.3324191819588 |
| 2016-09-01 | 59.8157480590242 |
| 2016-10-01 | 59.8758066650342 |
| 2016-11-01 | 59.9267710260421 |
| 2016-12-01 | 59.9888091251906 |
| 2017-01-01 | 60.1560227951741 |
| 2017-02-01 | 60.8730375721140 |
| 2017-03-01 | 61.7637026186891 |
| 2017-04-01 | 61.2810440289817 |
| 2017-05-01 | 61.3162973006504 |
| 2017-06-01 | 61.4673746272563 |
| 2017-07-01 | 60.8247968910348 |
| 2017-08-01 | 61.2732047327595 |
| 2017-09-01 | 61.3104300827147 |
| 2017-10-01 | 61.3021631489419 |
| 2017-11-01 | 61.2275306949203 |
| 2017-12-01 | 61.6126589446376 |
| 2018-01-01 | 61.0280329930703 |
| 2018-02-01 | 61.4881456297475 |
| 2018-03-01 | 62.0554476119569 |
| 2018-04-01 | 60.8221335586998 |
| 2018-05-01 | 61.0800967195333 |
| 2018-06-01 | 62.1145943198252 |
| 2018-07-01 | 62.1254787703414 |
| 2018-08-01 | 62.4127964848107 |
| 2018-09-01 | 62.4238523106140 |
| 2018-10-01 | 62.3177354260956 |
| 2018-11-01 | 62.9183342857115 |
| 2018-12-01 | 62.6550201642904 |
| 2019-01-01 | 62.4373790015161 |
| 2019-02-01 | 62.7299125149816 |
| 2019-03-01 | 62.8317720042386 |
| 2019-04-01 | 62.6342977930530 |
| 2019-05-01 | 63.0312737206346 |
| 2019-06-01 | 62.8884042058238 |
| 2019-07-01 | 63.3533604171767 |
| 2019-08-01 | 63.5081947073321 |
| 2019-09-01 | 63.1228887518656 |
| 2019-10-01 | 63.4256484844143 |
| 2019-11-01 | 63.2923552793773 |
| 2019-12-01 | 63.2471670566647 |
| 2020-01-01 | 63.0210135457857 |
| 2020-02-01 | 62.6590806226448 |
| 2020-03-01 | 62.6752733381998 |
| 2020-04-01 | 57.2006941359410 |
| 2020-05-01 | 57.4315110827235 |
| 2020-06-01 | 57.9057451296555 |
| 2020-07-01 | 58.2071074068564 |
| 2020-08-01 | 58.5756967074173 |
| 2020-09-01 | 58.7222793761143 |
| 2020-10-01 | 58.8190346663957 |
| 2020-11-01 | 58.9914671898709 |
| 2020-12-01 | 59.3776346180881 |
| 2021-01-01 | 60.5461646423825 |
| 2021-02-01 | 59.5652151036585 |
| 2021-03-01 | 60.5079640241431 |
| 2021-04-01 | 61.0290764187754 |
| 2021-05-01 | 60.8982991445691 |
| 2021-06-01 | 61.4400087460903 |
| 2021-07-01 | 61.2157188279481 |
| 2021-08-01 | 61.1931413803206 |
| 2021-09-01 | 61.1903200623358 |
| 2021-10-01 | 61.8140145126703 |
| 2021-11-01 | 62.2908613380422 |
| 2021-12-01 | 62.8239589603683 |
| 2022-01-01 | 63.2898136967576 |
| 2022-02-01 | 63.2444223692936 |
| 2022-03-01 | 63.5353581162338 |
| 2022-04-01 | 64.0342216032790 |
| 2022-05-01 | 64.2272372014587 |
| 2022-06-01 | 64.4642222773040 |
| 2022-07-01 | 65.5628365829534 |
| 2022-08-01 | 65.3243225557861 |
| 2022-09-01 | 65.8735635419652 |
| 2022-10-01 | 65.9268369356543 |
| 2022-11-01 | 66.3735832877359 |
| 2022-12-01 | 65.7397490049553 |
| 2023-01-01 | 65.6442385906913 |
| 2023-02-01 | 65.7107019417346 |
| 2023-03-01 | 65.7915669901372 |
| 2023-04-01 | 65.3579197782095 |
| 2023-05-01 | 65.4523072176325 |
| 2023-06-01 | 65.6089695693765 |
| 2023-07-01 | 64.8874050573518 |
| 2023-08-01 | 64.6081478066932 |
| 2023-09-01 | 64.7617574689470 |
| 2023-10-01 | 64.5579119085127 |
| 2023-11-01 | 64.1252070930807 |
| 2023-12-01 | 64.0352985545994 |
| 2024-01-01 | 64.3451390193755 |
| 2024-02-01 | 64.4797532092194 |
| 2024-03-01 | 64.3578793119877 |
| 2024-04-01 | 64.2324200442235 |
| 2024-05-01 | 63.9767664252886 |
| 2024-06-01 | 62.6409040406009 |
| 2024-07-01 | 63.3709060012835 |
| 2024-08-01 | 63.7523517606891 |
| 2024-09-01 | 63.7735930464815 |
| 2024-10-01 | 63.8853888457399 |
| 2024-11-01 | 63.7768752153017 |
| 2024-12-01 | 63.9193256501013 |
| 2025-01-01 | 63.6507784345078 |
| 2025-02-01 | 63.2512137600109 |
| 2025-03-01 | 63.3536824411172 |
| 2025-04-01 | 63.5333179802266 |
| 2025-05-01 | 63.5315400013771 |
| 2025-06-01 | 63.4714320618129 |
| 2025-07-01 | 63.2126424065016 |
| 2025-08-01 | 62.5468558183080 |
| 2025-09-01 | 62.9878189240609 |
| 2025-10-01 | 62.8049496701889 |
| 2025-11-01 | 63.3485705910809 |
| 2025-12-01 | 63.5936446706192 |
| 2026-01-01 | 63.0609834327922 |
| 2026-02-01 | 63.3452452069674 |
| 2026-03-01 | 63.1617237378250 |
| 2026-04-01 | 63.2354263227033 |