Table Data - All Employees: Professional and Business Services: Business Support Services in Oklahoma City, OK (MSA)
| Title | All Employees: Professional and Business Services: Business Support Services in Oklahoma City, OK (MSA) |
|---|---|
| Series ID | SMU40364206056140001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:21 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 | 1.6270526331 |
| 1990-02-01 | 1.6284701126 |
| 1990-03-01 | 1.6616626552 |
| 1990-04-01 | 1.5940978723 |
| 1990-05-01 | 1.6031870044 |
| 1990-06-01 | 1.6684020922 |
| 1990-07-01 | 1.6498015530 |
| 1990-08-01 | 1.7370976829 |
| 1990-09-01 | 1.7897391419 |
| 1990-10-01 | 1.6945381061 |
| 1990-11-01 | 1.6958649126 |
| 1990-12-01 | 1.7423409679 |
| 1991-01-01 | 1.9361893392 |
| 1991-02-01 | 1.9358644883 |
| 1991-03-01 | 1.8641071128 |
| 1991-04-01 | 1.7866015593 |
| 1991-05-01 | 1.7972999309 |
| 1991-06-01 | 1.7655073250 |
| 1991-07-01 | 1.8457789709 |
| 1991-08-01 | 1.8367057857 |
| 1991-09-01 | 1.8987445840 |
| 1991-10-01 | 1.8981063574 |
| 1991-11-01 | 1.8930297425 |
| 1991-12-01 | 1.9375197037 |
| 1992-01-01 | 1.9451584385 |
| 1992-02-01 | 1.9482281657 |
| 1992-03-01 | 1.9669476455 |
| 1992-04-01 | 2.0677302478 |
| 1992-05-01 | 2.0811036535 |
| 1992-06-01 | 1.9649921860 |
| 1992-07-01 | 2.2411086191 |
| 1992-08-01 | 2.1463684270 |
| 1992-09-01 | 2.1232040292 |
| 1992-10-01 | 2.2018021807 |
| 1992-11-01 | 2.1869978748 |
| 1992-12-01 | 2.1235449825 |
| 1993-01-01 | 2.1578280618 |
| 1993-02-01 | 2.1542368474 |
| 1993-03-01 | 2.1682402787 |
| 1993-04-01 | 2.1390924231 |
| 1993-05-01 | 2.1520741298 |
| 1993-06-01 | 2.2772116492 |
| 1993-07-01 | 2.2436016954 |
| 1993-08-01 | 2.2661528720 |
| 1993-09-01 | 2.4614781933 |
| 1993-10-01 | 2.3059854402 |
| 1993-11-01 | 2.3761653196 |
| 1993-12-01 | 2.4059179679 |
| 1994-01-01 | 2.2674083352 |
| 1994-02-01 | 2.2455783270 |
| 1994-03-01 | 2.2580840682 |
| 1994-04-01 | 2.3095871563 |
| 1994-05-01 | 2.3138040725 |
| 1994-06-01 | 2.4016859181 |
| 1994-07-01 | 2.4634212333 |
| 1994-08-01 | 2.5008595672 |
| 1994-09-01 | 2.6106776319 |
| 1994-10-01 | 2.4148454110 |
| 1994-11-01 | 2.3520881487 |
| 1994-12-01 | 2.4722485454 |
| 1995-01-01 | 2.6724095826 |
| 1995-02-01 | 2.6171988887 |
| 1995-03-01 | 2.8456656422 |
| 1995-04-01 | 2.9818207896 |
| 1995-05-01 | 3.0866315377 |
| 1995-06-01 | 3.3338967526 |
| 1995-07-01 | 3.2972078694 |
| 1995-08-01 | 3.3417233686 |
| 1995-09-01 | 3.4574995857 |
| 1995-10-01 | 3.5245133260 |
| 1995-11-01 | 3.5199062258 |
| 1995-12-01 | 3.6379640454 |
| 1996-01-01 | 3.6654165507 |
| 1996-02-01 | 3.7798783158 |
| 1996-03-01 | 3.7275908224 |
| 1996-04-01 | 3.7630005531 |
| 1996-05-01 | 3.8757727568 |
| 1996-06-01 | 3.7640987840 |
| 1996-07-01 | 3.9343076533 |
| 1996-08-01 | 3.9841698605 |
| 1996-09-01 | 3.9008931157 |
| 1996-10-01 | 4.2378403746 |
| 1996-11-01 | 4.2838884778 |
| 1996-12-01 | 4.3958048793 |
| 1997-01-01 | 4.4487657847 |
| 1997-02-01 | 4.6395591655 |
| 1997-03-01 | 4.8188831742 |
| 1997-04-01 | 5.1626338149 |
| 1997-05-01 | 5.0819931573 |
| 1997-06-01 | 4.9811487208 |
| 1997-07-01 | 5.0623971399 |
| 1997-08-01 | 4.9201656863 |
| 1997-09-01 | 5.3207567116 |
| 1997-10-01 | 5.5506460584 |
| 1997-11-01 | 5.8595730789 |
| 1997-12-01 | 5.8522462278 |
| 1998-01-01 | 6.2339472454 |
| 1998-02-01 | 6.2220820782 |
| 1998-03-01 | 5.9200285109 |
| 1998-04-01 | 6.1706986773 |
| 1998-05-01 | 6.0937223551 |
| 1998-06-01 | 6.2743201904 |
| 1998-07-01 | 6.2801727167 |
| 1998-08-01 | 6.3364058666 |
| 1998-09-01 | 6.4275750147 |
| 1998-10-01 | 6.4696266761 |
| 1998-11-01 | 6.4486616499 |
| 1998-12-01 | 6.3067191057 |
| 1999-01-01 | 6.2206791810 |
| 1999-02-01 | 6.2327390450 |
| 1999-03-01 | 6.2353087796 |
| 1999-04-01 | 6.1855126463 |
| 1999-05-01 | 6.1076134169 |
| 1999-06-01 | 5.9540784473 |
| 1999-07-01 | 6.2721093851 |
| 1999-08-01 | 6.3335496370 |
| 1999-09-01 | 6.3084100613 |
| 1999-10-01 | 6.4821275442 |
| 1999-11-01 | 6.7680809682 |
| 1999-12-01 | 6.9808252211 |
| 2000-01-01 | 7.3137319399 |
| 2000-02-01 | 7.4735399702 |
| 2000-03-01 | 7.5473894098 |
| 2000-04-01 | 7.4981848397 |
| 2000-05-01 | 7.4083498792 |
| 2000-06-01 | 7.8317873119 |
| 2000-07-01 | 7.8438443859 |
| 2000-08-01 | 7.8167716523 |
| 2000-09-01 | 7.9832222972 |
| 2000-10-01 | 7.7878318290 |
| 2000-11-01 | 7.7051692994 |
| 2000-12-01 | 7.7818945387 |
| 2001-01-01 | 7.6105454387 |
| 2001-02-01 | 7.6187137400 |
| 2001-03-01 | 7.5509608747 |
| 2001-04-01 | 7.8117094394 |
| 2001-05-01 | 7.8013750881 |
| 2001-06-01 | 7.9128154318 |
| 2001-07-01 | 7.6086082707 |
| 2001-08-01 | 7.7938196224 |
| 2001-09-01 | 7.7507957371 |
| 2001-10-01 | 7.8866077302 |
| 2001-11-01 | 8.0509423176 |
| 2001-12-01 | 8.2000557259 |
| 2002-01-01 | 8.1266677698 |
| 2002-02-01 | 8.0516644448 |
| 2002-03-01 | 8.1396279045 |
| 2002-04-01 | 8.2136461156 |
| 2002-05-01 | 8.2934574839 |
| 2002-06-01 | 8.2025651476 |
| 2002-07-01 | 8.3859166364 |
| 2002-08-01 | 8.3677254192 |
| 2002-09-01 | 8.6326681886 |
| 2002-10-01 | 8.3883903091 |
| 2002-11-01 | 8.2756667465 |
| 2002-12-01 | 8.3259452503 |
| 2003-01-01 | 8.4386301704 |
| 2003-02-01 | 8.3583482441 |
| 2003-03-01 | 8.4250487466 |
| 2003-04-01 | 8.3217757692 |
| 2003-05-01 | 8.4047224479 |
| 2003-06-01 | 8.2985273017 |
| 2003-07-01 | 8.3686928283 |
| 2003-08-01 | 8.2522602566 |
| 2003-09-01 | 8.3128910732 |
| 2003-10-01 | 8.2968842746 |
| 2003-11-01 | 7.9825432596 |
| 2003-12-01 | 7.7396721447 |
| 2004-01-01 | 7.7487496680 |
| 2004-02-01 | 7.6425611026 |
| 2004-03-01 | 7.7002034525 |
| 2004-04-01 | 7.7443582677 |
| 2004-05-01 | 7.6303472646 |
| 2004-06-01 | 7.7102898196 |
| 2004-07-01 | 7.5594645599 |
| 2004-08-01 | 7.6484535782 |
| 2004-09-01 | 7.4985489705 |
| 2004-10-01 | 7.6104508209 |
| 2004-11-01 | 7.6601019780 |
| 2004-12-01 | 7.5391234803 |
| 2005-01-01 | 7.7450442136 |
| 2005-02-01 | 8.0109339670 |
| 2005-03-01 | 8.0826932528 |
| 2005-04-01 | 8.0859406345 |
| 2005-05-01 | 7.9697426772 |
| 2005-06-01 | 7.9305934195 |
| 2005-07-01 | 7.8545390004 |
| 2005-08-01 | 8.1489916818 |
| 2005-09-01 | 7.8762171181 |
| 2005-10-01 | 7.8255347264 |
| 2005-11-01 | 7.8323090949 |
| 2005-12-01 | 7.8144920799 |
| 2006-01-01 | 7.9360521194 |
| 2006-02-01 | 7.9874453019 |
| 2006-03-01 | 7.8790089830 |
| 2006-04-01 | 8.0214763825 |
| 2006-05-01 | 8.2042916932 |
| 2006-06-01 | 8.4648038069 |
| 2006-07-01 | 8.5562597902 |
| 2006-08-01 | 8.4502450161 |
| 2006-09-01 | 8.6542822611 |
| 2006-10-01 | 8.5294199804 |
| 2006-11-01 | 8.8960620325 |
| 2006-12-01 | 8.6875274550 |
| 2007-01-01 | 8.2154840912 |
| 2007-02-01 | 8.3803003465 |
| 2007-03-01 | 8.4024009229 |
| 2007-04-01 | 8.1493053537 |
| 2007-05-01 | 8.1339574742 |
| 2007-06-01 | 8.0005992109 |
| 2007-07-01 | 7.7487237548 |
| 2007-08-01 | 7.9440783557 |
| 2007-09-01 | 7.9248084874 |
| 2007-10-01 | 8.0192017417 |
| 2007-11-01 | 8.1767966827 |
| 2007-12-01 | 8.4696358809 |
| 2008-01-01 | 8.0934801699 |
| 2008-02-01 | 8.1966846596 |
| 2008-03-01 | 8.1358173333 |
| 2008-04-01 | 7.9623605198 |
| 2008-05-01 | 7.9471512029 |
| 2008-06-01 | 7.9338750216 |
| 2008-07-01 | 8.0388532602 |
| 2008-08-01 | 8.0332787110 |
| 2008-09-01 | 7.9991796964 |
| 2008-10-01 | 7.8889208602 |
| 2008-11-01 | 7.7603212433 |
| 2008-12-01 | 7.7706270805 |
| 2009-01-01 | 7.7843930638 |
| 2009-02-01 | 7.6248394510 |
| 2009-03-01 | 7.6792093233 |
| 2009-04-01 | 7.7624913134 |
| 2009-05-01 | 7.7640782940 |
| 2009-06-01 | 7.6437906076 |
| 2009-07-01 | 7.6282828608 |
| 2009-08-01 | 7.6052410646 |
| 2009-09-01 | 7.6718416734 |
| 2009-10-01 | 7.7501732121 |
| 2009-11-01 | 7.8631714368 |
| 2009-12-01 | 7.8789732876 |
| 2010-01-01 | 7.9917160211 |
| 2010-02-01 | 8.0647487255 |
| 2010-03-01 | 8.0217282990 |
| 2010-04-01 | 8.2570517324 |
| 2010-05-01 | 8.2715245926 |
| 2010-06-01 | 8.5370251807 |
| 2010-07-01 | 8.4190483204 |
| 2010-08-01 | 8.4708610848 |
| 2010-09-01 | 8.4494352671 |
| 2010-10-01 | 8.4112459353 |
| 2010-11-01 | 8.3632820117 |
| 2010-12-01 | 8.3964275881 |
| 2011-01-01 | 8.6065937788 |
| 2011-02-01 | 8.5989799856 |
| 2011-03-01 | 8.5646342219 |
| 2011-04-01 | 8.6636563209 |
| 2011-05-01 | 8.6899946116 |
| 2011-06-01 | 8.6149919038 |
| 2011-07-01 | 8.6027400961 |
| 2011-08-01 | 8.5270348804 |
| 2011-09-01 | 8.5216032821 |
| 2011-10-01 | 8.5777841508 |
| 2011-11-01 | 8.5715262015 |
| 2011-12-01 | 8.5145240672 |
| 2012-01-01 | 8.3324197610 |
| 2012-02-01 | 8.2255874830 |
| 2012-03-01 | 8.1932163380 |
| 2012-04-01 | 8.0857910248 |
| 2012-05-01 | 7.8997597335 |
| 2012-06-01 | 7.8945225487 |
| 2012-07-01 | 7.7836562121 |
| 2012-08-01 | 7.7868357023 |
| 2012-09-01 | 7.8029257175 |
| 2012-10-01 | 7.7511155896 |
| 2012-11-01 | 7.6687712209 |
| 2012-12-01 | 7.7340368977 |
| 2013-01-01 | 7.4649053146 |
| 2013-02-01 | 7.6394917068 |
| 2013-03-01 | 7.7037138700 |
| 2013-04-01 | 7.7108428776 |
| 2013-05-01 | 7.8209086009 |
| 2013-06-01 | 7.7794981280 |
| 2013-07-01 | 7.6642888909 |
| 2013-08-01 | 7.5466022923 |
| 2013-09-01 | 7.3814666810 |
| 2013-10-01 | 7.2290817042 |
| 2013-11-01 | 7.2784472823 |
| 2013-12-01 | 6.9592823398 |
| 2014-01-01 | 6.9946072387 |
| 2014-02-01 | 6.7456003956 |
| 2014-03-01 | 6.5994026448 |
| 2014-04-01 | 6.5237093429 |
| 2014-05-01 | 6.4298913987 |
| 2014-06-01 | 6.4741229773 |
| 2014-07-01 | 6.5474694489 |
| 2014-08-01 | 6.6252557110 |
| 2014-09-01 | 6.7729235036 |
| 2014-10-01 | 6.6156338760 |
| 2014-11-01 | 6.5868891898 |
| 2014-12-01 | 6.5906475926 |
| 2015-01-01 | 6.5066617490 |
| 2015-02-01 | 6.6442892811 |
| 2015-03-01 | 6.5769578102 |
| 2015-04-01 | 6.5214893141 |
| 2015-05-01 | 6.6435656367 |
| 2015-06-01 | 6.7754449502 |
| 2015-07-01 | 6.5417408331 |
| 2015-08-01 | 6.5221827718 |
| 2015-09-01 | 6.5670718335 |
| 2015-10-01 | 6.6078017289 |
| 2015-11-01 | 6.6980075110 |
| 2015-12-01 | 6.7169801889 |
| 2016-01-01 | 6.7072460624 |
| 2016-02-01 | 6.7410608047 |
| 2016-03-01 | 6.7461915554 |
| 2016-04-01 | 6.8107412350 |
| 2016-05-01 | 6.7383328021 |
| 2016-06-01 | 6.7819840080 |
| 2016-07-01 | 6.7534989318 |
| 2016-08-01 | 6.7484710248 |
| 2016-09-01 | 6.7653368282 |
| 2016-10-01 | 6.5068913133 |
| 2016-11-01 | 6.2974591654 |
| 2016-12-01 | 6.2236950911 |
| 2017-01-01 | 6.1988916149 |
| 2017-02-01 | 6.2396776662 |
| 2017-03-01 | 6.4136936565 |
| 2017-04-01 | 6.2942177891 |
| 2017-05-01 | 6.2369266819 |
| 2017-06-01 | 6.2872455100 |
| 2017-07-01 | 6.4885846979 |
| 2017-08-01 | 6.4874460004 |
| 2017-09-01 | 6.4516730814 |
| 2017-10-01 | 6.6070321088 |
| 2017-11-01 | 6.5839479188 |
| 2017-12-01 | 6.6144195013 |
| 2018-01-01 | 6.7967410315 |
| 2018-02-01 | 6.9448203404 |
| 2018-03-01 | 6.7946690226 |
| 2018-04-01 | 6.5781907386 |
| 2018-05-01 | 6.5240404471 |
| 2018-06-01 | 6.4843535514 |
| 2018-07-01 | 6.4342566209 |
| 2018-08-01 | 6.3275525242 |
| 2018-09-01 | 6.3457015791 |
| 2018-10-01 | 6.3046808891 |
| 2018-11-01 | 6.3612210041 |
| 2018-12-01 | 6.4018448683 |
| 2019-01-01 | 6.4951492992 |
| 2019-02-01 | 6.3427848010 |
| 2019-03-01 | 6.4925180407 |
| 2019-04-01 | 6.5646469287 |
| 2019-05-01 | 6.7076496743 |
| 2019-06-01 | 6.6820234211 |
| 2019-07-01 | 6.6813641370 |
| 2019-08-01 | 6.6613540949 |
| 2019-09-01 | 6.7375209763 |
| 2019-10-01 | 6.6972478104 |
| 2019-11-01 | 6.7359219328 |
| 2019-12-01 | 6.8895423426 |
| 2020-01-01 | 6.7071552339 |
| 2020-02-01 | 6.7378829515 |
| 2020-03-01 | 6.8056655321 |
| 2020-04-01 | 6.3560427687 |
| 2020-05-01 | 6.3756275576 |
| 2020-06-01 | 6.3745147168 |
| 2020-07-01 | 6.3217570452 |
| 2020-08-01 | 6.3867694658 |
| 2020-09-01 | 6.5400612626 |
| 2020-10-01 | 6.3860369162 |
| 2020-11-01 | 6.4163390332 |
| 2020-12-01 | 6.4808452835 |
| 2021-01-01 | 6.0256008867 |
| 2021-02-01 | 5.9252649815 |
| 2021-03-01 | 5.9235166473 |
| 2021-04-01 | 5.9466939647 |
| 2021-05-01 | 5.9503935032 |
| 2021-06-01 | 6.0727640442 |
| 2021-07-01 | 5.9452037919 |
| 2021-08-01 | 5.9992189922 |
| 2021-09-01 | 5.8401967409 |
| 2021-10-01 | 5.9757451385 |
| 2021-11-01 | 6.0049265328 |
| 2021-12-01 | 6.0789334925 |
| 2022-01-01 | 6.4489913806 |
| 2022-02-01 | 6.4194045234 |
| 2022-03-01 | 6.4405438997 |
| 2022-04-01 | 6.6381074213 |
| 2022-05-01 | 6.7275715879 |
| 2022-06-01 | 6.6640677089 |
| 2022-07-01 | 6.8502085911 |
| 2022-08-01 | 6.8965039311 |
| 2022-09-01 | 7.0538297766 |
| 2022-10-01 | 7.1697315683 |
| 2022-11-01 | 7.2109509612 |
| 2022-12-01 | 7.1820611464 |
| 2023-01-01 | 7.4620199864 |
| 2023-02-01 | 7.6162383414 |
| 2023-03-01 | 7.6503245996 |
| 2023-04-01 | 7.6274204362 |
| 2023-05-01 | 7.7153102656 |
| 2023-06-01 | 7.6627379644 |
| 2023-07-01 | 7.5356138464 |
| 2023-08-01 | 7.4880210843 |
| 2023-09-01 | 7.4622451307 |
| 2023-10-01 | 7.4749276216 |
| 2023-11-01 | 7.4270902160 |
| 2023-12-01 | 7.2861312070 |
| 2024-01-01 | 7.1659256104 |
| 2024-02-01 | 7.0226387467 |
| 2024-03-01 | 6.9534954781 |
| 2024-04-01 | 6.8216163190 |
| 2024-05-01 | 6.7067541652 |
| 2024-06-01 | 6.6545298357 |
| 2024-07-01 | 6.7175473580 |
| 2024-08-01 | 6.6755229965 |
| 2024-09-01 | 6.6718716864 |
| 2024-10-01 | 6.5864938658 |
| 2024-11-01 | 6.5446202406 |
| 2024-12-01 | 6.4870334401 |
| 2025-01-01 | 6.3648761376 |
| 2025-02-01 | 6.3305036970 |
| 2025-03-01 | 6.2530021688 |
| 2025-04-01 | 6.2140882138 |
| 2025-05-01 | 6.2125659127 |
| 2025-06-01 | 6.1526646556 |
| 2025-07-01 | 5.9962126005 |
| 2025-08-01 | 5.9615366330 |
| 2025-09-01 | 5.8728511046 |
| 2025-10-01 | 5.8001335482 |
| 2025-11-01 | 5.7557911787 |
| 2025-12-01 | 5.7882927411 |
| 2026-01-01 | 5.7656096139 |
| 2026-02-01 | 5.7397387735 |
| 2026-03-01 | 5.7524199447 |
| 2026-04-01 | 5.8113274152 |
| 2026-05-01 | 5.7186639562 |
| 2026-06-01 | 5.7435118337 |
| 2026-07-01 | 5.7838539551 |
| 2026-08-01 | 5.7479480903 |
| 2026-09-01 | 5.6776918469 |