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 2026-08-01 |
| Last Updated | 2026-09-18 12:18 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 | 35.9458777234 |
| 1990-02-01 | 35.6201389394 |
| 1990-03-01 | 36.0821123781 |
| 1990-04-01 | 36.6369367952 |
| 1990-05-01 | 36.8808789178 |
| 1990-06-01 | 36.6970490772 |
| 1990-07-01 | 36.8105655788 |
| 1990-08-01 | 36.7861656580 |
| 1990-09-01 | 37.4177811753 |
| 1990-10-01 | 36.2546660282 |
| 1990-11-01 | 36.1592955801 |
| 1990-12-01 | 36.6680445828 |
| 1991-01-01 | 36.9657111582 |
| 1991-02-01 | 37.5394993454 |
| 1991-03-01 | 38.2917244185 |
| 1991-04-01 | 38.5467027449 |
| 1991-05-01 | 38.6941149787 |
| 1991-06-01 | 39.0948011861 |
| 1991-07-01 | 38.0283895104 |
| 1991-08-01 | 38.9667343329 |
| 1991-09-01 | 38.7065812747 |
| 1991-10-01 | 39.2175730655 |
| 1991-11-01 | 39.1093709429 |
| 1991-12-01 | 39.2083745994 |
| 1992-01-01 | 39.3640455804 |
| 1992-02-01 | 39.3727059170 |
| 1992-03-01 | 38.7968795151 |
| 1992-04-01 | 38.7920250798 |
| 1992-05-01 | 38.9178513959 |
| 1992-06-01 | 38.7570576264 |
| 1992-07-01 | 39.2832848582 |
| 1992-08-01 | 39.2273792793 |
| 1992-09-01 | 39.7631405729 |
| 1992-10-01 | 39.6744366057 |
| 1992-11-01 | 40.0345764604 |
| 1992-12-01 | 39.7094582007 |
| 1993-01-01 | 40.2060160570 |
| 1993-02-01 | 40.6664302285 |
| 1993-03-01 | 41.1285417044 |
| 1993-04-01 | 40.2482902625 |
| 1993-05-01 | 40.1850272790 |
| 1993-06-01 | 40.5077934397 |
| 1993-07-01 | 40.6509845079 |
| 1993-08-01 | 40.2543338890 |
| 1993-09-01 | 40.4683331967 |
| 1993-10-01 | 40.7768403360 |
| 1993-11-01 | 40.7821252307 |
| 1993-12-01 | 41.5059293863 |
| 1994-01-01 | 41.0953266458 |
| 1994-02-01 | 40.7767412995 |
| 1994-03-01 | 41.1640823377 |
| 1994-04-01 | 41.8014438084 |
| 1994-05-01 | 41.9006626070 |
| 1994-06-01 | 42.1277273918 |
| 1994-07-01 | 42.4857914145 |
| 1994-08-01 | 42.9873587935 |
| 1994-09-01 | 42.7534000707 |
| 1994-10-01 | 43.7266539230 |
| 1994-11-01 | 44.0203033216 |
| 1994-12-01 | 44.8044646521 |
| 1995-01-01 | 43.7495608232 |
| 1995-02-01 | 44.0180267234 |
| 1995-03-01 | 44.7147525546 |
| 1995-04-01 | 43.9165707091 |
| 1995-05-01 | 43.7191967756 |
| 1995-06-01 | 44.0504705359 |
| 1995-07-01 | 43.5745575614 |
| 1995-08-01 | 44.1409452321 |
| 1995-09-01 | 44.1830378956 |
| 1995-10-01 | 44.0193714862 |
| 1995-11-01 | 44.3179977811 |
| 1995-12-01 | 44.5372229377 |
| 1996-01-01 | 43.7656123824 |
| 1996-02-01 | 44.3430722962 |
| 1996-03-01 | 44.7343646392 |
| 1996-04-01 | 44.7068083300 |
| 1996-05-01 | 45.0261024751 |
| 1996-06-01 | 45.1473463843 |
| 1996-07-01 | 44.8982002229 |
| 1996-08-01 | 45.4532104793 |
| 1996-09-01 | 45.5504433156 |
| 1996-10-01 | 45.2515802508 |
| 1996-11-01 | 45.2659368875 |
| 1996-12-01 | 45.3094924900 |
| 1997-01-01 | 45.4119690176 |
| 1997-02-01 | 45.8473136342 |
| 1997-03-01 | 45.7448714024 |
| 1997-04-01 | 46.4381778576 |
| 1997-05-01 | 46.9215596432 |
| 1997-06-01 | 47.0573327162 |
| 1997-07-01 | 48.1018183872 |
| 1997-08-01 | 48.3134174849 |
| 1997-09-01 | 48.9080153730 |
| 1997-10-01 | 48.8619007130 |
| 1997-11-01 | 49.0743311692 |
| 1997-12-01 | 49.0326828525 |
| 1998-01-01 | 50.8309412036 |
| 1998-02-01 | 51.7938264568 |
| 1998-03-01 | 52.1469922171 |
| 1998-04-01 | 52.2149438835 |
| 1998-05-01 | 52.8931342520 |
| 1998-06-01 | 52.6625698685 |
| 1998-07-01 | 52.4866675135 |
| 1998-08-01 | 52.2020997237 |
| 1998-09-01 | 52.2336256213 |
| 1998-10-01 | 53.5740374522 |
| 1998-11-01 | 52.8635617665 |
| 1998-12-01 | 53.5520336638 |
| 1999-01-01 | 52.4236373785 |
| 1999-02-01 | 51.0868018110 |
| 1999-03-01 | 50.7171826841 |
| 1999-04-01 | 52.2641366335 |
| 1999-05-01 | 52.0038629215 |
| 1999-06-01 | 51.9764325596 |
| 1999-07-01 | 52.2858919548 |
| 1999-08-01 | 51.6886166332 |
| 1999-09-01 | 52.1391904667 |
| 1999-10-01 | 51.2373274591 |
| 1999-11-01 | 51.3868612287 |
| 1999-12-01 | 51.4466065127 |
| 2000-01-01 | 51.7797541378 |
| 2000-02-01 | 51.8057500223 |
| 2000-03-01 | 52.4441760157 |
| 2000-04-01 | 53.5429007852 |
| 2000-05-01 | 53.4068848769 |
| 2000-06-01 | 53.6531802755 |
| 2000-07-01 | 54.0700435786 |
| 2000-08-01 | 54.6578888713 |
| 2000-09-01 | 54.8086575811 |
| 2000-10-01 | 55.8014970280 |
| 2000-11-01 | 55.8799156878 |
| 2000-12-01 | 55.0245946902 |
| 2001-01-01 | 55.4971512247 |
| 2001-02-01 | 56.1477525316 |
| 2001-03-01 | 56.3235882387 |
| 2001-04-01 | 56.8585427814 |
| 2001-05-01 | 56.5441481353 |
| 2001-06-01 | 57.0210919037 |
| 2001-07-01 | 56.9643756024 |
| 2001-08-01 | 55.8361985501 |
| 2001-09-01 | 54.8459905189 |
| 2001-10-01 | 53.9921140154 |
| 2001-11-01 | 54.1394902409 |
| 2001-12-01 | 54.0046049011 |
| 2002-01-01 | 53.2814733029 |
| 2002-02-01 | 53.0128588516 |
| 2002-03-01 | 52.7048223738 |
| 2002-04-01 | 52.5171708413 |
| 2002-05-01 | 52.9305712962 |
| 2002-06-01 | 52.3756014082 |
| 2002-07-01 | 51.3571266278 |
| 2002-08-01 | 51.4322090323 |
| 2002-09-01 | 51.1954560112 |
| 2002-10-01 | 50.6897605816 |
| 2002-11-01 | 50.3903366963 |
| 2002-12-01 | 50.3780452084 |
| 2003-01-01 | 50.2525260689 |
| 2003-02-01 | 49.7628931763 |
| 2003-03-01 | 49.2738638756 |
| 2003-04-01 | 48.7505349400 |
| 2003-05-01 | 48.6050909547 |
| 2003-06-01 | 48.3390910314 |
| 2003-07-01 | 48.9821301130 |
| 2003-08-01 | 49.5311578340 |
| 2003-09-01 | 49.7752368158 |
| 2003-10-01 | 50.4615293998 |
| 2003-11-01 | 50.7288234131 |
| 2003-12-01 | 50.5441625623 |
| 2004-01-01 | 52.4146829748 |
| 2004-02-01 | 52.8830179307 |
| 2004-03-01 | 52.2699756075 |
| 2004-04-01 | 52.5271931594 |
| 2004-05-01 | 51.7930670369 |
| 2004-06-01 | 52.5985857091 |
| 2004-07-01 | 53.8404414467 |
| 2004-08-01 | 54.1909341642 |
| 2004-09-01 | 55.1051362445 |
| 2004-10-01 | 56.3324824141 |
| 2004-11-01 | 56.5417833607 |
| 2004-12-01 | 57.1218475659 |
| 2005-01-01 | 57.9309280849 |
| 2005-02-01 | 58.7035759358 |
| 2005-03-01 | 58.9975749017 |
| 2005-04-01 | 59.7090820961 |
| 2005-05-01 | 59.8795672428 |
| 2005-06-01 | 60.1033347634 |
| 2005-07-01 | 60.4613333675 |
| 2005-08-01 | 60.3938790082 |
| 2005-09-01 | 61.3373163550 |
| 2005-10-01 | 60.6647355808 |
| 2005-11-01 | 61.3317970603 |
| 2005-12-01 | 61.4804789928 |
| 2006-01-01 | 61.5401511041 |
| 2006-02-01 | 61.7069633119 |
| 2006-03-01 | 61.7895793790 |
| 2006-04-01 | 61.5699839091 |
| 2006-05-01 | 61.8954667255 |
| 2006-06-01 | 62.1263467359 |
| 2006-07-01 | 61.8014565809 |
| 2006-08-01 | 62.1663738145 |
| 2006-09-01 | 62.0009509241 |
| 2006-10-01 | 61.5030257353 |
| 2006-11-01 | 61.5072862604 |
| 2006-12-01 | 60.9139603459 |
| 2007-01-01 | 61.9820707754 |
| 2007-02-01 | 62.0779893919 |
| 2007-03-01 | 62.4260454054 |
| 2007-04-01 | 62.6216178536 |
| 2007-05-01 | 63.1174257668 |
| 2007-06-01 | 63.0013997062 |
| 2007-07-01 | 63.0019146908 |
| 2007-08-01 | 63.6261731256 |
| 2007-09-01 | 62.8855255491 |
| 2007-10-01 | 63.1199623066 |
| 2007-11-01 | 63.0043730209 |
| 2007-12-01 | 62.8251317501 |
| 2008-01-01 | 65.3141357618 |
| 2008-02-01 | 65.3933299735 |
| 2008-03-01 | 65.3903568916 |
| 2008-04-01 | 65.0594504549 |
| 2008-05-01 | 64.8440220399 |
| 2008-06-01 | 64.5028540336 |
| 2008-07-01 | 64.1163193409 |
| 2008-08-01 | 64.0969907457 |
| 2008-09-01 | 63.9094077991 |
| 2008-10-01 | 62.7936876448 |
| 2008-11-01 | 62.1333753037 |
| 2008-12-01 | 61.0712739247 |
| 2009-01-01 | 59.4250070323 |
| 2009-02-01 | 58.5947076729 |
| 2009-03-01 | 57.5824547242 |
| 2009-04-01 | 56.0773715845 |
| 2009-05-01 | 55.8584573192 |
| 2009-06-01 | 55.8118149522 |
| 2009-07-01 | 55.1970422546 |
| 2009-08-01 | 54.7606350816 |
| 2009-09-01 | 54.1331652611 |
| 2009-10-01 | 54.6770434126 |
| 2009-11-01 | 54.9925921575 |
| 2009-12-01 | 55.2550400313 |
| 2010-01-01 | 55.8416073680 |
| 2010-02-01 | 55.6883034163 |
| 2010-03-01 | 55.7678773609 |
| 2010-04-01 | 56.1963745024 |
| 2010-05-01 | 55.9338807365 |
| 2010-06-01 | 55.8010354924 |
| 2010-07-01 | 55.8346686822 |
| 2010-08-01 | 55.4260647071 |
| 2010-09-01 | 55.4436036848 |
| 2010-10-01 | 55.8100474479 |
| 2010-11-01 | 55.4013703127 |
| 2010-12-01 | 55.3261552098 |
| 2011-01-01 | 55.0357532877 |
| 2011-02-01 | 54.4557571808 |
| 2011-03-01 | 54.9474602597 |
| 2011-04-01 | 54.6118784331 |
| 2011-05-01 | 54.6216009084 |
| 2011-06-01 | 54.4508024833 |
| 2011-07-01 | 54.9982911054 |
| 2011-08-01 | 54.9787825019 |
| 2011-09-01 | 55.8436581520 |
| 2011-10-01 | 55.5929881819 |
| 2011-11-01 | 55.3588208588 |
| 2011-12-01 | 55.8455294958 |
| 2012-01-01 | 55.4287154872 |
| 2012-02-01 | 56.4219903164 |
| 2012-03-01 | 56.1938259545 |
| 2012-04-01 | 56.8211692318 |
| 2012-05-01 | 56.9328341309 |
| 2012-06-01 | 57.3999301428 |
| 2012-07-01 | 57.2527486316 |
| 2012-08-01 | 57.7406855724 |
| 2012-09-01 | 57.5458499706 |
| 2012-10-01 | 57.4046219055 |
| 2012-11-01 | 57.8750094333 |
| 2012-12-01 | 57.8034902638 |
| 2013-01-01 | 57.9045783580 |
| 2013-02-01 | 57.9396394433 |
| 2013-03-01 | 58.3506151526 |
| 2013-04-01 | 57.9961829690 |
| 2013-05-01 | 58.2133108396 |
| 2013-06-01 | 58.4198356753 |
| 2013-07-01 | 58.7612106085 |
| 2013-08-01 | 58.9265733101 |
| 2013-09-01 | 58.8374966138 |
| 2013-10-01 | 58.7508749266 |
| 2013-11-01 | 58.8866765613 |
| 2013-12-01 | 58.5238799293 |
| 2014-01-01 | 58.9163239933 |
| 2014-02-01 | 58.9320328858 |
| 2014-03-01 | 59.1785297629 |
| 2014-04-01 | 59.1650791148 |
| 2014-05-01 | 59.5226520589 |
| 2014-06-01 | 59.7259301850 |
| 2014-07-01 | 59.1907372757 |
| 2014-08-01 | 58.9378391752 |
| 2014-09-01 | 58.9255622614 |
| 2014-10-01 | 60.2051833990 |
| 2014-11-01 | 60.3032826346 |
| 2014-12-01 | 60.4850661730 |
| 2015-01-01 | 61.8323462554 |
| 2015-02-01 | 60.6011427019 |
| 2015-03-01 | 60.6182354379 |
| 2015-04-01 | 60.9350032303 |
| 2015-05-01 | 60.8739164719 |
| 2015-06-01 | 60.4134830811 |
| 2015-07-01 | 60.8666528368 |
| 2015-08-01 | 60.4571606693 |
| 2015-09-01 | 59.6146944708 |
| 2015-10-01 | 59.9489964573 |
| 2015-11-01 | 59.6760605563 |
| 2015-12-01 | 59.7638322569 |
| 2016-01-01 | 60.1930919259 |
| 2016-02-01 | 59.7795826348 |
| 2016-03-01 | 59.5370239204 |
| 2016-04-01 | 59.6414890936 |
| 2016-05-01 | 59.4702773527 |
| 2016-06-01 | 59.5449335365 |
| 2016-07-01 | 59.5329958386 |
| 2016-08-01 | 59.3324340398 |
| 2016-09-01 | 59.8159387964 |
| 2016-10-01 | 59.8759528053 |
| 2016-11-01 | 59.9266615463 |
| 2016-12-01 | 59.9886767493 |
| 2017-01-01 | 60.1551513265 |
| 2017-02-01 | 60.8725891013 |
| 2017-03-01 | 61.7628457708 |
| 2017-04-01 | 61.2815220100 |
| 2017-05-01 | 61.3170129580 |
| 2017-06-01 | 61.4680278432 |
| 2017-07-01 | 60.8255562121 |
| 2017-08-01 | 61.2732731667 |
| 2017-09-01 | 61.3107063183 |
| 2017-10-01 | 61.3022724845 |
| 2017-11-01 | 61.2272626471 |
| 2017-12-01 | 61.6122582566 |
| 2018-01-01 | 61.0266571105 |
| 2018-02-01 | 61.4870882490 |
| 2018-03-01 | 62.0540853543 |
| 2018-04-01 | 60.8225950935 |
| 2018-05-01 | 61.0807101187 |
| 2018-06-01 | 62.1181343583 |
| 2018-07-01 | 62.1261578610 |
| 2018-08-01 | 62.4125954879 |
| 2018-09-01 | 62.4244428003 |
| 2018-10-01 | 62.3175247597 |
| 2018-11-01 | 62.9175898926 |
| 2018-12-01 | 62.6540834663 |
| 2019-01-01 | 62.4353767712 |
| 2019-02-01 | 62.7280344040 |
| 2019-03-01 | 62.8297654086 |
| 2019-04-01 | 62.6347282878 |
| 2019-05-01 | 63.0321554241 |
| 2019-06-01 | 62.8954487225 |
| 2019-07-01 | 63.3541870678 |
| 2019-08-01 | 63.5080714953 |
| 2019-09-01 | 63.1238932936 |
| 2019-10-01 | 63.4254493174 |
| 2019-11-01 | 63.2889206330 |
| 2019-12-01 | 63.2461127729 |
| 2020-01-01 | 63.0185222371 |
| 2020-02-01 | 62.6564007258 |
| 2020-03-01 | 62.6726811987 |
| 2020-04-01 | 57.2002882066 |
| 2020-05-01 | 57.4315464578 |
| 2020-06-01 | 57.9204598712 |
| 2020-07-01 | 58.2074028717 |
| 2020-08-01 | 58.5755146292 |
| 2020-09-01 | 58.7237912093 |
| 2020-10-01 | 58.8186103415 |
| 2020-11-01 | 58.9845451505 |
| 2020-12-01 | 59.3754463256 |
| 2021-01-01 | 60.5423235764 |
| 2021-02-01 | 59.5611452218 |
| 2021-03-01 | 60.5046466647 |
| 2021-04-01 | 61.0284571413 |
| 2021-05-01 | 60.8986734847 |
| 2021-06-01 | 61.4638045226 |
| 2021-07-01 | 61.2189261886 |
| 2021-08-01 | 61.1933975220 |
| 2021-09-01 | 61.1912378977 |
| 2021-10-01 | 61.8117492334 |
| 2021-11-01 | 62.2781526132 |
| 2021-12-01 | 62.8180452184 |
| 2022-01-01 | 63.2825517594 |
| 2022-02-01 | 63.2382477417 |
| 2022-03-01 | 63.5320822253 |
| 2022-04-01 | 64.0351884318 |
| 2022-05-01 | 64.2309409328 |
| 2022-06-01 | 64.5009186335 |
| 2022-07-01 | 65.5724613108 |
| 2022-08-01 | 65.3248681301 |
| 2022-09-01 | 65.8724170561 |
| 2022-10-01 | 65.9204242479 |
| 2022-11-01 | 66.3559539272 |
| 2022-12-01 | 65.7179529177 |
| 2023-01-01 | 65.6335210667 |
| 2023-02-01 | 65.7014469259 |
| 2023-03-01 | 65.7869162584 |
| 2023-04-01 | 65.3665434938 |
| 2023-05-01 | 65.4638859084 |
| 2023-06-01 | 65.6600810209 |
| 2023-07-01 | 64.9183624419 |
| 2023-08-01 | 64.6073268236 |
| 2023-09-01 | 64.7514327179 |
| 2023-10-01 | 64.5399390622 |
| 2023-11-01 | 64.0995100286 |
| 2023-12-01 | 63.9933006153 |
| 2024-01-01 | 64.3292193916 |
| 2024-02-01 | 64.4694281268 |
| 2024-03-01 | 64.3528561408 |
| 2024-04-01 | 64.2505910859 |
| 2024-05-01 | 64.0049543579 |
| 2024-06-01 | 62.7153595555 |
| 2024-07-01 | 63.4094109170 |
| 2024-08-01 | 63.7512147562 |
| 2024-09-01 | 63.7523570273 |
| 2024-10-01 | 63.8540930159 |
| 2024-11-01 | 63.7457945008 |
| 2024-12-01 | 63.8549146936 |
| 2025-01-01 | 63.6305538025 |
| 2025-02-01 | 63.2402382102 |
| 2025-03-01 | 63.3478127444 |
| 2025-04-01 | 63.5622441690 |
| 2025-05-01 | 63.5772744839 |
| 2025-06-01 | 63.5706341020 |
| 2025-07-01 | 63.2578535513 |
| 2025-08-01 | 62.5419595621 |
| 2025-09-01 | 62.9544975349 |
| 2025-10-01 | 62.7593807270 |
| 2025-11-01 | 63.3120562059 |
| 2025-12-01 | 63.5147947550 |
| 2026-01-01 | 63.0370984528 |
| 2026-02-01 | 63.3364972853 |
| 2026-03-01 | 63.1578360958 |
| 2026-04-01 | 63.1727193145 |
| 2026-05-01 | 62.6745414414 |
| 2026-06-01 | 63.4952732347 |
| 2026-07-01 | 64.4607244976 |
| 2026-08-01 | 64.3296696888 |