Table Data - All Employees: Professional and Business Services: Management of Companies and Enterprises in Tulsa, OK (MSA)
| Title | All Employees: Professional and Business Services: Management of Companies and Enterprises in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461406055000001SA |
| 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 2024-10-01 |
| Last Updated | 2024-11-20 4:58 AM CST |
| 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 | 6.7081991661616910 |
| 1990-02-01 | 6.6525071311952200 |
| 1990-03-01 | 6.6132223051863805 |
| 1990-04-01 | 7.1656429799239000 |
| 1990-05-01 | 7.0736162458591405 |
| 1990-06-01 | 7.1111717666948800 |
| 1990-07-01 | 7.2626304335014495 |
| 1990-08-01 | 7.1081983857928210 |
| 1990-09-01 | 7.0856306204276390 |
| 1990-10-01 | 7.1941116947315700 |
| 1990-11-01 | 7.0683153979350700 |
| 1990-12-01 | 7.1596814712723490 |
| 1991-01-01 | 6.4010758311417500 |
| 1991-02-01 | 6.5524918830853800 |
| 1991-03-01 | 6.5106750557196100 |
| 1991-04-01 | 6.5752753366604400 |
| 1991-05-01 | 6.5753724467708400 |
| 1991-06-01 | 6.5082645669479590 |
| 1991-07-01 | 6.4644939363749900 |
| 1991-08-01 | 6.6111846408584500 |
| 1991-09-01 | 6.5819380024015200 |
| 1991-10-01 | 6.4908677163926900 |
| 1991-11-01 | 6.5711040626218296 |
| 1991-12-01 | 6.5595803584782100 |
| 1992-01-01 | 6.3925333090951300 |
| 1992-02-01 | 6.3481447054533810 |
| 1992-03-01 | 6.3041418207183400 |
| 1992-04-01 | 6.2913921691370200 |
| 1992-05-01 | 6.1833193318003890 |
| 1992-06-01 | 6.2119123772992500 |
| 1992-07-01 | 6.2678399678115700 |
| 1992-08-01 | 6.2087326171681290 |
| 1992-09-01 | 6.1631225439278690 |
| 1992-10-01 | 6.1928612045390405 |
| 1992-11-01 | 6.1694165592688295 |
| 1992-12-01 | 6.1610779273677005 |
| 1993-01-01 | 6.1934073689866700 |
| 1993-02-01 | 6.2549483616688395 |
| 1993-03-01 | 6.1928144002977500 |
| 1993-04-01 | 6.2026718675278200 |
| 1993-05-01 | 6.1922515828713705 |
| 1993-06-01 | 6.2049381977282690 |
| 1993-07-01 | 6.0698165763940500 |
| 1993-08-01 | 6.0083005951723700 |
| 1993-09-01 | 6.0480077351059700 |
| 1993-10-01 | 5.9850016088043200 |
| 1993-11-01 | 5.9774590838030806 |
| 1993-12-01 | 5.9816045358642300 |
| 1994-01-01 | 5.9935543638776790 |
| 1994-02-01 | 5.8515668840453900 |
| 1994-03-01 | 5.8902947555334295 |
| 1994-04-01 | 5.7979863422499800 |
| 1994-05-01 | 5.8941376021286110 |
| 1994-06-01 | 5.8928752138662395 |
| 1994-07-01 | 5.9752033857734090 |
| 1994-08-01 | 6.0100553222660400 |
| 1994-09-01 | 6.0345945138453700 |
| 1994-10-01 | 6.1821269003001300 |
| 1994-11-01 | 6.1848347198213600 |
| 1994-12-01 | 6.3106469470559800 |
| 1995-01-01 | 6.4983096145922900 |
| 1995-02-01 | 6.3490804541297810 |
| 1995-03-01 | 6.3942640688733100 |
| 1995-04-01 | 6.2755653427113600 |
| 1995-05-01 | 6.1859604916624110 |
| 1995-06-01 | 6.2721749933841800 |
| 1995-07-01 | 6.5796850151460190 |
| 1995-08-01 | 6.4219309895615600 |
| 1995-09-01 | 6.4411441054387910 |
| 1995-10-01 | 6.1684056637086700 |
| 1995-11-01 | 6.1950982769974700 |
| 1995-12-01 | 6.2460584473398395 |
| 1996-01-01 | 5.8056230795362100 |
| 1996-02-01 | 5.7322926043112200 |
| 1996-03-01 | 5.9066469807681590 |
| 1996-04-01 | 5.8416171554567200 |
| 1996-05-01 | 5.7778318902867305 |
| 1996-06-01 | 5.8627596470310595 |
| 1996-07-01 | 5.6774306354839300 |
| 1996-08-01 | 5.7254465780171400 |
| 1996-09-01 | 5.7479037279538090 |
| 1996-10-01 | 5.8667082130974200 |
| 1996-11-01 | 5.8008507742101800 |
| 1996-12-01 | 5.7724180400070710 |
| 1997-01-01 | 6.1227349023979400 |
| 1997-02-01 | 6.1226124452821510 |
| 1997-03-01 | 6.0188935920106600 |
| 1997-04-01 | 6.2021152411520010 |
| 1997-05-01 | 6.1702246039385790 |
| 1997-06-01 | 6.1503011653314195 |
| 1997-07-01 | 6.1730147939344210 |
| 1997-08-01 | 6.1325466571459600 |
| 1997-09-01 | 6.0658486627080705 |
| 1997-10-01 | 6.0599131449029600 |
| 1997-11-01 | 6.1012081106100290 |
| 1997-12-01 | 6.0876918381108800 |
| 1998-01-01 | 6.1339902444697500 |
| 1998-02-01 | 6.2179040808203400 |
| 1998-03-01 | 6.1399132767750500 |
| 1998-04-01 | 6.1776499615505490 |
| 1998-05-01 | 6.1624330319705500 |
| 1998-06-01 | 6.1481706155494700 |
| 1998-07-01 | 6.0532828980172800 |
| 1998-08-01 | 6.0279587144761700 |
| 1998-09-01 | 5.9781602227165695 |
| 1998-10-01 | 6.2629926846256790 |
| 1998-11-01 | 6.3015714680682510 |
| 1998-12-01 | 6.2810047867526695 |
| 1999-01-01 | 6.2474998454522900 |
| 1999-02-01 | 6.3314229131744000 |
| 1999-03-01 | 6.3585403301195800 |
| 1999-04-01 | 6.3665643677872500 |
| 1999-05-01 | 6.3527919619989905 |
| 1999-06-01 | 6.4470689974661700 |
| 1999-07-01 | 6.6361253366944600 |
| 1999-08-01 | 6.6235477370619000 |
| 1999-09-01 | 6.5939668343114000 |
| 1999-10-01 | 6.3606009542758300 |
| 1999-11-01 | 6.4914131486922600 |
| 1999-12-01 | 6.5557986316594410 |
| 2000-01-01 | 6.6554369153153200 |
| 2000-02-01 | 6.6546530232458600 |
| 2000-03-01 | 6.6721350220699090 |
| 2000-04-01 | 6.6761496034532595 |
| 2000-05-01 | 6.6592997578166795 |
| 2000-06-01 | 6.7616283373821700 |
| 2000-07-01 | 6.5080188341840400 |
| 2000-08-01 | 6.5010518481689500 |
| 2000-09-01 | 6.4949904782755310 |
| 2000-10-01 | 6.4614366355996795 |
| 2000-11-01 | 6.5867532938083400 |
| 2000-12-01 | 6.4333947533430490 |
| 2001-01-01 | 6.3661499431728210 |
| 2001-02-01 | 6.2750972491953805 |
| 2001-03-01 | 6.2781424569927190 |
| 2001-04-01 | 6.1832551617075000 |
| 2001-05-01 | 6.2683067827612104 |
| 2001-06-01 | 6.1700641012511100 |
| 2001-07-01 | 6.1975748518420990 |
| 2001-08-01 | 6.0905839971572010 |
| 2001-09-01 | 5.9953570342723500 |
| 2001-10-01 | 5.8578025873359400 |
| 2001-11-01 | 5.6766904538946200 |
| 2001-12-01 | 5.8227612492935300 |
| 2002-01-01 | 5.6619861514770100 |
| 2002-02-01 | 5.6811403752383605 |
| 2002-03-01 | 5.6854261420512900 |
| 2002-04-01 | 5.9909815589748210 |
| 2002-05-01 | 5.9802150724123000 |
| 2002-06-01 | 6.0756330044794900 |
| 2002-07-01 | 6.0932726527902310 |
| 2002-08-01 | 6.1833574658174500 |
| 2002-09-01 | 6.1889177212435490 |
| 2002-10-01 | 6.3638704012519090 |
| 2002-11-01 | 6.4787399628973095 |
| 2002-12-01 | 6.5271400389451500 |
| 2003-01-01 | 6.5551481195981910 |
| 2003-02-01 | 6.4676473135034300 |
| 2003-03-01 | 6.4828492198545010 |
| 2003-04-01 | 6.0908106935434810 |
| 2003-05-01 | 6.2797451784176510 |
| 2003-06-01 | 6.2640375749133490 |
| 2003-07-01 | 6.5110131226362690 |
| 2003-08-01 | 6.4957999518295395 |
| 2003-09-01 | 6.4945669519220700 |
| 2003-10-01 | 6.5777962524949600 |
| 2003-11-01 | 6.4731994202605400 |
| 2003-12-01 | 6.4442994589225900 |
| 2004-01-01 | 6.4355499715625095 |
| 2004-02-01 | 6.5400332184336900 |
| 2004-03-01 | 6.4674541799628200 |
| 2004-04-01 | 6.4983876775802900 |
| 2004-05-01 | 6.4806919032950590 |
| 2004-06-01 | 6.4445832657287800 |
| 2004-07-01 | 6.5285251517502600 |
| 2004-08-01 | 6.5074979179650500 |
| 2004-09-01 | 6.6002707710204100 |
| 2004-10-01 | 6.5990276440779905 |
| 2004-11-01 | 6.5853068354500595 |
| 2004-12-01 | 6.7746243663371210 |
| 2005-01-01 | 6.6099540354549890 |
| 2005-02-01 | 6.6059211753992700 |
| 2005-03-01 | 6.5478507198341800 |
| 2005-04-01 | 6.6974546981431200 |
| 2005-05-01 | 6.6689718643407400 |
| 2005-06-01 | 6.7186244108595800 |
| 2005-07-01 | 6.6503627368640705 |
| 2005-08-01 | 6.7263726079848400 |
| 2005-09-01 | 6.8201031747919590 |
| 2005-10-01 | 6.7270182070044900 |
| 2005-11-01 | 6.7901575646147300 |
| 2005-12-01 | 6.7994649006660700 |
| 2006-01-01 | 6.7713665987676800 |
| 2006-02-01 | 6.7805276114625500 |
| 2006-03-01 | 6.8325640433301510 |
| 2006-04-01 | 6.6997656203034010 |
| 2006-05-01 | 6.7608862076848610 |
| 2006-06-01 | 6.6981393596856390 |
| 2006-07-01 | 6.5658932660885500 |
| 2006-08-01 | 6.5387174900798290 |
| 2006-09-01 | 6.4366327766838100 |
| 2006-10-01 | 6.4524691220449295 |
| 2006-11-01 | 6.5008266352943010 |
| 2006-12-01 | 6.4072546302240390 |
| 2007-01-01 | 6.4359061676278900 |
| 2007-02-01 | 6.4685348277844810 |
| 2007-03-01 | 6.4205920633681210 |
| 2007-04-01 | 6.2970228247368300 |
| 2007-05-01 | 6.3632176778458795 |
| 2007-06-01 | 6.3881092075117390 |
| 2007-07-01 | 6.3750779162941305 |
| 2007-08-01 | 6.3492731543400710 |
| 2007-09-01 | 6.3564264995765400 |
| 2007-10-01 | 6.3661422150082600 |
| 2007-11-01 | 6.3033546786902500 |
| 2007-12-01 | 6.2937144995866205 |
| 2008-01-01 | 6.4990012565373710 |
| 2008-02-01 | 6.5712636243070990 |
| 2008-03-01 | 6.6119753466711510 |
| 2008-04-01 | 6.7999681291648090 |
| 2008-05-01 | 6.8885033210101610 |
| 2008-06-01 | 6.7984847184629000 |
| 2008-07-01 | 6.7749136977337190 |
| 2008-08-01 | 6.7528857677447200 |
| 2008-09-01 | 6.6550017670366200 |
| 2008-10-01 | 6.6577846181901000 |
| 2008-11-01 | 6.7055200757722400 |
| 2008-12-01 | 6.4699409416173600 |
| 2009-01-01 | 6.6819582149635710 |
| 2009-02-01 | 6.6857503230132900 |
| 2009-03-01 | 6.5137878327581600 |
| 2009-04-01 | 6.4983008725008700 |
| 2009-05-01 | 6.5183610067646910 |
| 2009-06-01 | 6.5204097572653790 |
| 2009-07-01 | 6.5647705216819690 |
| 2009-08-01 | 6.6574458559471600 |
| 2009-09-01 | 6.5409942762480090 |
| 2009-10-01 | 6.7366524101681190 |
| 2009-11-01 | 6.8032703502413790 |
| 2009-12-01 | 6.8403416034618400 |
| 2010-01-01 | 6.8811796677568490 |
| 2010-02-01 | 6.9089326352828300 |
| 2010-03-01 | 7.0209796862138605 |
| 2010-04-01 | 6.8985221414627200 |
| 2010-05-01 | 6.8465385034976896 |
| 2010-06-01 | 6.7426289729267410 |
| 2010-07-01 | 6.9550320630232600 |
| 2010-08-01 | 6.9559795485530800 |
| 2010-09-01 | 7.0145226551986500 |
| 2010-10-01 | 7.0149748670672410 |
| 2010-11-01 | 6.9978674219668795 |
| 2010-12-01 | 7.1183254951473700 |
| 2011-01-01 | 7.1024825537352900 |
| 2011-02-01 | 7.0310889688863005 |
| 2011-03-01 | 7.1255863168278300 |
| 2011-04-01 | 7.1010921463409190 |
| 2011-05-01 | 7.0557576048295800 |
| 2011-06-01 | 7.0507194697109000 |
| 2011-07-01 | 7.0428820154971100 |
| 2011-08-01 | 7.0576283070468200 |
| 2011-09-01 | 7.0994851632072010 |
| 2011-10-01 | 7.1027641132809600 |
| 2011-11-01 | 7.1030823249674000 |
| 2011-12-01 | 7.2091619926034010 |
| 2012-01-01 | 7.0278229448695310 |
| 2012-02-01 | 7.0359387955818200 |
| 2012-03-01 | 7.0141745779750595 |
| 2012-04-01 | 7.0994865112757500 |
| 2012-05-01 | 7.1504284620366105 |
| 2012-06-01 | 7.1559354091662300 |
| 2012-07-01 | 7.2355759251667590 |
| 2012-08-01 | 7.1587455484918290 |
| 2012-09-01 | 7.1997690612026210 |
| 2012-10-01 | 7.2038861752915900 |
| 2012-11-01 | 7.1158144996233610 |
| 2012-12-01 | 7.1193030166502590 |
| 2013-01-01 | 7.0498184612125705 |
| 2013-02-01 | 7.0206104529637300 |
| 2013-03-01 | 6.9922928856914295 |
| 2013-04-01 | 6.9891010033812500 |
| 2013-05-01 | 6.9290777533671495 |
| 2013-06-01 | 6.9548226285164300 |
| 2013-07-01 | 6.9354294864295900 |
| 2013-08-01 | 6.9690219927951690 |
| 2013-09-01 | 6.9171763832785595 |
| 2013-10-01 | 6.8172295253441300 |
| 2013-11-01 | 6.8360435914411900 |
| 2013-12-01 | 6.8356048358693710 |
| 2014-01-01 | 6.5571534884992010 |
| 2014-02-01 | 6.4899833100898010 |
| 2014-03-01 | 6.4592022583771400 |
| 2014-04-01 | 6.4756588084724300 |
| 2014-05-01 | 6.6063151380332000 |
| 2014-06-01 | 6.6542592296000995 |
| 2014-07-01 | 6.6518042998013090 |
| 2014-08-01 | 6.6817952959065790 |
| 2014-09-01 | 6.7424585095707500 |
| 2014-10-01 | 6.8323969034184800 |
| 2014-11-01 | 6.8428765380375305 |
| 2014-12-01 | 6.8533047784204400 |
| 2015-01-01 | 7.2509256855744410 |
| 2015-02-01 | 7.1604925763806495 |
| 2015-03-01 | 7.1342156153472605 |
| 2015-04-01 | 7.0730174185783210 |
| 2015-05-01 | 6.7877705974494800 |
| 2015-06-01 | 6.7442452337775500 |
| 2015-07-01 | 6.7698967969075100 |
| 2015-08-01 | 6.7000544153529300 |
| 2015-09-01 | 6.5625840645379900 |
| 2015-10-01 | 6.5448295902603610 |
| 2015-11-01 | 6.5487779193959500 |
| 2015-12-01 | 6.5536380190552100 |
| 2016-01-01 | 6.9391846767752000 |
| 2016-02-01 | 6.7430932733203400 |
| 2016-03-01 | 6.8178374968808090 |
| 2016-04-01 | 6.7746243673182310 |
| 2016-05-01 | 6.7801774255488300 |
| 2016-06-01 | 6.6397705652577600 |
| 2016-07-01 | 6.7871931596143600 |
| 2016-08-01 | 6.8132562712696805 |
| 2016-09-01 | 6.8727149197536300 |
| 2016-10-01 | 6.8486243811609400 |
| 2016-11-01 | 6.8408774084477000 |
| 2016-12-01 | 6.8413777455823395 |
| 2017-01-01 | 6.8278277109385300 |
| 2017-02-01 | 6.8458057385858500 |
| 2017-03-01 | 6.8189559021250090 |
| 2017-04-01 | 6.7859434650407096 |
| 2017-05-01 | 6.7810120260989590 |
| 2017-06-01 | 6.7375923292194300 |
| 2017-07-01 | 6.5947611516794200 |
| 2017-08-01 | 6.5210315144470090 |
| 2017-09-01 | 6.5672206084059900 |
| 2017-10-01 | 6.6470999999977805 |
| 2017-11-01 | 6.6307779500298200 |
| 2017-12-01 | 6.5144806175372100 |
| 2018-01-01 | 6.6219929348085795 |
| 2018-02-01 | 6.5623545607004110 |
| 2018-03-01 | 6.5335532454944100 |
| 2018-04-01 | 6.5956045684885600 |
| 2018-05-01 | 6.6895584966159300 |
| 2018-06-01 | 6.8406220372966800 |
| 2018-07-01 | 6.8987464527234690 |
| 2018-08-01 | 6.9204272814524010 |
| 2018-09-01 | 6.9554605390431500 |
| 2018-10-01 | 6.9407146397067410 |
| 2018-11-01 | 7.0096768548672905 |
| 2018-12-01 | 7.0868683999471100 |
| 2019-01-01 | 7.0181885261119605 |
| 2019-02-01 | 7.0883908332200996 |
| 2019-03-01 | 7.1605661942030190 |
| 2019-04-01 | 7.2094514234384910 |
| 2019-05-01 | 7.3013232923120500 |
| 2019-06-01 | 7.3409757615803800 |
| 2019-07-01 | 7.3912027347297000 |
| 2019-08-01 | 7.4111517162913800 |
| 2019-09-01 | 7.4434313414543800 |
| 2019-10-01 | 7.4400452665365995 |
| 2019-11-01 | 7.3937433143268505 |
| 2019-12-01 | 7.4604671000517410 |
| 2020-01-01 | 7.4210779064317100 |
| 2020-02-01 | 7.4093799905191790 |
| 2020-03-01 | 7.4854432760684000 |
| 2020-04-01 | 7.5174742345252800 |
| 2020-05-01 | 7.3087468356587895 |
| 2020-06-01 | 7.4450142456689800 |
| 2020-07-01 | 7.5823024500940190 |
| 2020-08-01 | 7.6993449587509000 |
| 2020-09-01 | 7.9336979751137600 |
| 2020-10-01 | 7.9385164372540595 |
| 2020-11-01 | 8.0824001041292900 |
| 2020-12-01 | 8.2478340836489590 |
| 2021-01-01 | 8.4269053252904910 |
| 2021-02-01 | 8.5265451188290300 |
| 2021-03-01 | 8.5998193748480200 |
| 2021-04-01 | 8.7212529072398190 |
| 2021-05-01 | 8.7129515602815000 |
| 2021-06-01 | 8.7517619976845800 |
| 2021-07-01 | 8.7695325981759100 |
| 2021-08-01 | 8.7888137915824000 |
| 2021-09-01 | 8.8243420660845010 |
| 2021-10-01 | 8.8369073872645000 |
| 2021-11-01 | 8.8783165432695290 |
| 2021-12-01 | 8.8494330479482500 |
| 2022-01-01 | 8.8337275524914210 |
| 2022-02-01 | 8.8363413113054090 |
| 2022-03-01 | 8.8098830484050600 |
| 2022-04-01 | 8.7199802382692690 |
| 2022-05-01 | 8.7084754022827400 |
| 2022-06-01 | 8.9553772028474200 |
| 2022-07-01 | 8.9632946539261000 |
| 2022-08-01 | 8.9852723592986090 |
| 2022-09-01 | 8.9155784469538100 |
| 2022-10-01 | 8.9275756941290200 |
| 2022-11-01 | 8.9745271962824700 |
| 2022-12-01 | 8.9610212119884200 |
| 2023-01-01 | 8.9398761350427400 |
| 2023-02-01 | 8.9448106300553400 |
| 2023-03-01 | 8.9184413610226300 |
| 2023-04-01 | 8.9212060377644800 |
| 2023-05-01 | 9.0043069128021410 |
| 2023-06-01 | 9.0556873718944800 |
| 2023-07-01 | 8.9519565911671890 |
| 2023-08-01 | 8.9808529752847400 |
| 2023-09-01 | 9.0095148500558010 |
| 2023-10-01 | 9.1210158953834720 |
| 2023-11-01 | 8.9746956804364700 |
| 2023-12-01 | 8.9722785537808500 |
| 2024-01-01 | 8.9465834554695500 |
| 2024-02-01 | 8.9497039959927500 |
| 2024-03-01 | 9.0244310573477000 |
| 2024-04-01 | 9.0231269452613400 |
| 2024-05-01 | 8.9970033205256520 |
| 2024-06-01 | 8.9547907496835600 |
| 2024-07-01 | 9.0474702560636800 |
| 2024-08-01 | 8.9796924307670900 |
| 2024-09-01 | 9.0024793134727600 |
| 2024-10-01 | 9.0143756613941900 |
