Table Data - All Employees: Professional and Business Services: Business Support Services in Oklahoma
| Title | All Employees: Professional and Business Services: Business Support Services in Oklahoma |
|---|---|
| Series ID | SMU40000006056140001SA |
| 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 2025-12-01 |
| Last Updated | 2026-01-28 2:20 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 | 3.68944804438890 |
| 1990-02-01 | 3.59298349760653 |
| 1990-03-01 | 3.74973789410988 |
| 1990-04-01 | 3.80610384903614 |
| 1990-05-01 | 3.62425163601041 |
| 1990-06-01 | 3.87622301566268 |
| 1990-07-01 | 3.83971214908384 |
| 1990-08-01 | 3.92992778956570 |
| 1990-09-01 | 3.92707170910469 |
| 1990-10-01 | 3.89587466048640 |
| 1990-11-01 | 3.76686491268756 |
| 1990-12-01 | 3.89583209963011 |
| 1991-01-01 | 4.79961536119706 |
| 1991-02-01 | 4.80468599028396 |
| 1991-03-01 | 4.85834898067044 |
| 1991-04-01 | 4.88795391458848 |
| 1991-05-01 | 5.10828251379844 |
| 1991-06-01 | 5.06545162684243 |
| 1991-07-01 | 5.14064215691718 |
| 1991-08-01 | 5.23274924872858 |
| 1991-09-01 | 5.33833109717774 |
| 1991-10-01 | 5.40139152720407 |
| 1991-11-01 | 5.46521822063020 |
| 1991-12-01 | 5.60501131532583 |
| 1992-01-01 | 5.40701813438351 |
| 1992-02-01 | 5.32079875736476 |
| 1992-03-01 | 4.87018299811456 |
| 1992-04-01 | 5.05755070981888 |
| 1992-05-01 | 5.06586810334703 |
| 1992-06-01 | 5.05087981647375 |
| 1992-07-01 | 5.24974215270227 |
| 1992-08-01 | 5.24723929794752 |
| 1992-09-01 | 5.27183519812666 |
| 1992-10-01 | 5.30045571692512 |
| 1992-11-01 | 5.26230103823973 |
| 1992-12-01 | 5.30827806985242 |
| 1993-01-01 | 5.20483742708503 |
| 1993-02-01 | 5.24157896599689 |
| 1993-03-01 | 5.28971045066227 |
| 1993-04-01 | 5.31042368655599 |
| 1993-05-01 | 5.21361730785877 |
| 1993-06-01 | 5.53784224832356 |
| 1993-07-01 | 5.56452791591871 |
| 1993-08-01 | 5.57955570980711 |
| 1993-09-01 | 5.73023998081384 |
| 1993-10-01 | 5.89899823278823 |
| 1993-11-01 | 5.64085174090080 |
| 1993-12-01 | 5.59991240308172 |
| 1994-01-01 | 5.58589478761806 |
| 1994-02-01 | 5.67022778217583 |
| 1994-03-01 | 5.70290436211876 |
| 1994-04-01 | 5.85970755458217 |
| 1994-05-01 | 5.87394940364760 |
| 1994-06-01 | 5.92500311714818 |
| 1994-07-01 | 5.97678091782577 |
| 1994-08-01 | 6.14220657619746 |
| 1994-09-01 | 6.10153412709422 |
| 1994-10-01 | 6.08534801455503 |
| 1994-11-01 | 6.00255119904275 |
| 1994-12-01 | 6.47811387112187 |
| 1995-01-01 | 6.86431501139986 |
| 1995-02-01 | 6.99089216831222 |
| 1995-03-01 | 7.32982011645718 |
| 1995-04-01 | 7.49177839989269 |
| 1995-05-01 | 7.75728197498789 |
| 1995-06-01 | 7.81398574043953 |
| 1995-07-01 | 7.76761879582382 |
| 1995-08-01 | 8.02595520228842 |
| 1995-09-01 | 7.98505545245427 |
| 1995-10-01 | 8.18165579282732 |
| 1995-11-01 | 8.16995067530643 |
| 1995-12-01 | 8.43154119187779 |
| 1996-01-01 | 8.63473113519535 |
| 1996-02-01 | 8.89485520240761 |
| 1996-03-01 | 8.95415710428734 |
| 1996-04-01 | 9.14003432912059 |
| 1996-05-01 | 9.44582095544669 |
| 1996-06-01 | 9.51247071891755 |
| 1996-07-01 | 11.73166972014490 |
| 1996-08-01 | 12.01947621283770 |
| 1996-09-01 | 11.87094760019420 |
| 1996-10-01 | 12.58909673115940 |
| 1996-11-01 | 12.95054830087840 |
| 1996-12-01 | 13.38041500209290 |
| 1997-01-01 | 11.90475410562690 |
| 1997-02-01 | 12.77371128409380 |
| 1997-03-01 | 12.96500856555240 |
| 1997-04-01 | 14.02103803945130 |
| 1997-05-01 | 13.74079863445150 |
| 1997-06-01 | 13.80971294699000 |
| 1997-07-01 | 14.59001916692240 |
| 1997-08-01 | 14.79226069478690 |
| 1997-09-01 | 15.62642638679180 |
| 1997-10-01 | 15.43165238595340 |
| 1997-11-01 | 15.56249406421120 |
| 1997-12-01 | 15.41215426472120 |
| 1998-01-01 | 17.08025872518850 |
| 1998-02-01 | 17.45474579752780 |
| 1998-03-01 | 17.42923823952240 |
| 1998-04-01 | 18.23212514080370 |
| 1998-05-01 | 18.14820423259520 |
| 1998-06-01 | 18.41088696023400 |
| 1998-07-01 | 18.56399039937340 |
| 1998-08-01 | 18.13130845866630 |
| 1998-09-01 | 18.45218563291570 |
| 1998-10-01 | 18.68924506640400 |
| 1998-11-01 | 18.58766731452810 |
| 1998-12-01 | 18.95448235441430 |
| 1999-01-01 | 18.76396134928140 |
| 1999-02-01 | 18.73866334555480 |
| 1999-03-01 | 18.36911786085520 |
| 1999-04-01 | 18.45391823112540 |
| 1999-05-01 | 18.45491076524960 |
| 1999-06-01 | 18.10752891739160 |
| 1999-07-01 | 18.28852808018350 |
| 1999-08-01 | 17.83615996086210 |
| 1999-09-01 | 17.73559583569340 |
| 1999-10-01 | 17.94365450828750 |
| 1999-11-01 | 18.34272962713830 |
| 1999-12-01 | 18.40127841401450 |
| 2000-01-01 | 19.04616363692070 |
| 2000-02-01 | 19.62992761045170 |
| 2000-03-01 | 19.79297733914890 |
| 2000-04-01 | 19.48001023763820 |
| 2000-05-01 | 19.44903192995520 |
| 2000-06-01 | 20.42523614139750 |
| 2000-07-01 | 20.55933127470190 |
| 2000-08-01 | 20.80967538652870 |
| 2000-09-01 | 20.80201085392180 |
| 2000-10-01 | 20.27130735653180 |
| 2000-11-01 | 20.08386229802130 |
| 2000-12-01 | 20.18624483892090 |
| 2001-01-01 | 19.82347360506890 |
| 2001-02-01 | 19.92077942960040 |
| 2001-03-01 | 20.01880963107360 |
| 2001-04-01 | 19.81067495924090 |
| 2001-05-01 | 19.65044561958370 |
| 2001-06-01 | 19.54530368865570 |
| 2001-07-01 | 18.96309845037280 |
| 2001-08-01 | 19.47729773451180 |
| 2001-09-01 | 19.33851751338810 |
| 2001-10-01 | 19.46824896248510 |
| 2001-11-01 | 19.70918747048760 |
| 2001-12-01 | 19.78259120145120 |
| 2002-01-01 | 19.61389537228720 |
| 2002-02-01 | 19.21252496945920 |
| 2002-03-01 | 19.26223981550150 |
| 2002-04-01 | 19.12843246822060 |
| 2002-05-01 | 19.06141614017510 |
| 2002-06-01 | 18.99097953740150 |
| 2002-07-01 | 18.76410325972270 |
| 2002-08-01 | 18.83970733477200 |
| 2002-09-01 | 19.08976366586980 |
| 2002-10-01 | 19.24631810829890 |
| 2002-11-01 | 18.98221761364850 |
| 2002-12-01 | 18.98054966859120 |
| 2003-01-01 | 19.01250011741800 |
| 2003-02-01 | 19.00460347449360 |
| 2003-03-01 | 18.54408304695070 |
| 2003-04-01 | 18.93764658477460 |
| 2003-05-01 | 18.89220636575470 |
| 2003-06-01 | 18.75114696976980 |
| 2003-07-01 | 18.63543484317690 |
| 2003-08-01 | 18.70535315071800 |
| 2003-09-01 | 18.54372875248450 |
| 2003-10-01 | 18.31255033236070 |
| 2003-11-01 | 17.94581396759800 |
| 2003-12-01 | 17.65217116171030 |
| 2004-01-01 | 17.73415090416970 |
| 2004-02-01 | 17.68668211322170 |
| 2004-03-01 | 17.65910330486290 |
| 2004-04-01 | 18.14376508139440 |
| 2004-05-01 | 17.62623899608230 |
| 2004-06-01 | 17.72336262600040 |
| 2004-07-01 | 17.66647125472120 |
| 2004-08-01 | 17.35761946819330 |
| 2004-09-01 | 17.42519347604790 |
| 2004-10-01 | 18.71022430115570 |
| 2004-11-01 | 18.68930267855080 |
| 2004-12-01 | 18.61399300334290 |
| 2005-01-01 | 18.85729095131880 |
| 2005-02-01 | 19.35967875984820 |
| 2005-03-01 | 19.07425676662260 |
| 2005-04-01 | 19.06194625559090 |
| 2005-05-01 | 19.18311777056820 |
| 2005-06-01 | 18.98885491271920 |
| 2005-07-01 | 18.75534519002340 |
| 2005-08-01 | 18.81069155050420 |
| 2005-09-01 | 18.71057214331960 |
| 2005-10-01 | 18.71934008920890 |
| 2005-11-01 | 18.94889779179610 |
| 2005-12-01 | 18.97237153762730 |
| 2006-01-01 | 18.88378991323720 |
| 2006-02-01 | 19.13347702384410 |
| 2006-03-01 | 18.79391630971510 |
| 2006-04-01 | 18.17309733220100 |
| 2006-05-01 | 18.23761036279920 |
| 2006-06-01 | 18.83537904115380 |
| 2006-07-01 | 19.63049410423800 |
| 2006-08-01 | 19.66127056343650 |
| 2006-09-01 | 19.81924823686200 |
| 2006-10-01 | 19.84075914896010 |
| 2006-11-01 | 20.11973199938940 |
| 2006-12-01 | 19.82749372390730 |
| 2007-01-01 | 19.28954443999290 |
| 2007-02-01 | 19.21927117038350 |
| 2007-03-01 | 19.22020668711600 |
| 2007-04-01 | 19.18602275425740 |
| 2007-05-01 | 19.09659242062130 |
| 2007-06-01 | 19.16614001288440 |
| 2007-07-01 | 18.99262074236910 |
| 2007-08-01 | 18.91693482661090 |
| 2007-09-01 | 18.82447431515090 |
| 2007-10-01 | 18.62387670740420 |
| 2007-11-01 | 18.81985239740190 |
| 2007-12-01 | 18.91379556204360 |
| 2008-01-01 | 18.87691854475830 |
| 2008-02-01 | 19.11966564994930 |
| 2008-03-01 | 18.96904888075890 |
| 2008-04-01 | 18.79864010946350 |
| 2008-05-01 | 18.54836564475230 |
| 2008-06-01 | 18.26361117796210 |
| 2008-07-01 | 18.24867487139500 |
| 2008-08-01 | 17.98140672674850 |
| 2008-09-01 | 17.81874029670900 |
| 2008-10-01 | 17.69050465160020 |
| 2008-11-01 | 17.43249635489560 |
| 2008-12-01 | 17.13290963404230 |
| 2009-01-01 | 17.15587799945160 |
| 2009-02-01 | 16.92504745353570 |
| 2009-03-01 | 16.82171148241870 |
| 2009-04-01 | 17.22095942164660 |
| 2009-05-01 | 17.19878600585750 |
| 2009-06-01 | 16.95170495375560 |
| 2009-07-01 | 16.39558606454370 |
| 2009-08-01 | 16.25121609771310 |
| 2009-09-01 | 16.59739968499270 |
| 2009-10-01 | 16.72641324074630 |
| 2009-11-01 | 16.94226555052560 |
| 2009-12-01 | 17.28689566399060 |
| 2010-01-01 | 17.43454179411460 |
| 2010-02-01 | 17.65281678261120 |
| 2010-03-01 | 17.88355579426440 |
| 2010-04-01 | 18.05462262031070 |
| 2010-05-01 | 18.22373251249100 |
| 2010-06-01 | 18.31763589433570 |
| 2010-07-01 | 18.24988552949510 |
| 2010-08-01 | 18.32440513723310 |
| 2010-09-01 | 18.06598421930080 |
| 2010-10-01 | 18.08014643378710 |
| 2010-11-01 | 17.73748335009870 |
| 2010-12-01 | 17.84002091295810 |
| 2011-01-01 | 17.92710637933680 |
| 2011-02-01 | 17.78423742495610 |
| 2011-03-01 | 17.62926334576780 |
| 2011-04-01 | 17.70348538828340 |
| 2011-05-01 | 17.63559545833670 |
| 2011-06-01 | 17.78846153507890 |
| 2011-07-01 | 18.01918680671050 |
| 2011-08-01 | 17.88368435256690 |
| 2011-09-01 | 18.12161325808670 |
| 2011-10-01 | 18.14257682766300 |
| 2011-11-01 | 18.03071061613020 |
| 2011-12-01 | 17.88999631895150 |
| 2012-01-01 | 17.74100563595200 |
| 2012-02-01 | 17.62739707214850 |
| 2012-03-01 | 17.46313843857690 |
| 2012-04-01 | 16.94299648648810 |
| 2012-05-01 | 16.93422962946740 |
| 2012-06-01 | 16.74150366537750 |
| 2012-07-01 | 16.68640090802870 |
| 2012-08-01 | 16.76319775722120 |
| 2012-09-01 | 16.68357004433500 |
| 2012-10-01 | 16.62928084865570 |
| 2012-11-01 | 16.52333882736590 |
| 2012-12-01 | 16.34040205284850 |
| 2013-01-01 | 15.97185507835420 |
| 2013-02-01 | 16.05339627304710 |
| 2013-03-01 | 16.06783533526240 |
| 2013-04-01 | 16.16396931195670 |
| 2013-05-01 | 16.32607048070620 |
| 2013-06-01 | 16.30180753025460 |
| 2013-07-01 | 16.16983740124350 |
| 2013-08-01 | 15.94679903747200 |
| 2013-09-01 | 15.75415762246800 |
| 2013-10-01 | 15.51925208423720 |
| 2013-11-01 | 15.62792744327170 |
| 2013-12-01 | 15.29207142760960 |
| 2014-01-01 | 15.61165465149310 |
| 2014-02-01 | 15.48054342289210 |
| 2014-03-01 | 15.24864951663850 |
| 2014-04-01 | 14.96340615525080 |
| 2014-05-01 | 14.90330447093730 |
| 2014-06-01 | 14.75765111104730 |
| 2014-07-01 | 14.65978222784550 |
| 2014-08-01 | 14.75272478611400 |
| 2014-09-01 | 14.75009938344500 |
| 2014-10-01 | 14.61924325448400 |
| 2014-11-01 | 14.63775445286550 |
| 2014-12-01 | 14.73266575746050 |
| 2015-01-01 | 14.74729165921560 |
| 2015-02-01 | 14.78702285906740 |
| 2015-03-01 | 14.89944796563600 |
| 2015-04-01 | 15.05991288875640 |
| 2015-05-01 | 15.08439723792930 |
| 2015-06-01 | 15.13588076940980 |
| 2015-07-01 | 15.07130857727160 |
| 2015-08-01 | 14.86595307060120 |
| 2015-09-01 | 14.75033975764150 |
| 2015-10-01 | 14.90911164572590 |
| 2015-11-01 | 14.85517922687810 |
| 2015-12-01 | 14.74454104856590 |
| 2016-01-01 | 14.77408592995040 |
| 2016-02-01 | 14.69495674539840 |
| 2016-03-01 | 14.55125620024140 |
| 2016-04-01 | 14.64942140906910 |
| 2016-05-01 | 14.47262794319280 |
| 2016-06-01 | 14.52989362117590 |
| 2016-07-01 | 14.48723194472780 |
| 2016-08-01 | 14.50077962811590 |
| 2016-09-01 | 14.45541930273660 |
| 2016-10-01 | 14.29260223550080 |
| 2016-11-01 | 13.86033067122470 |
| 2016-12-01 | 13.73306219162590 |
| 2017-01-01 | 13.78505767889280 |
| 2017-02-01 | 13.78647379208290 |
| 2017-03-01 | 13.91462434029020 |
| 2017-04-01 | 13.74093654205920 |
| 2017-05-01 | 13.77908482386380 |
| 2017-06-01 | 13.75054563557120 |
| 2017-07-01 | 13.72470097427310 |
| 2017-08-01 | 13.73067037970950 |
| 2017-09-01 | 13.64285073418400 |
| 2017-10-01 | 13.66843366860630 |
| 2017-11-01 | 13.65263181906860 |
| 2017-12-01 | 13.50306720964170 |
| 2018-01-01 | 13.49277784196180 |
| 2018-02-01 | 13.68690809805240 |
| 2018-03-01 | 13.50506675997250 |
| 2018-04-01 | 13.13122629797390 |
| 2018-05-01 | 13.07429810025750 |
| 2018-06-01 | 12.86551461556040 |
| 2018-07-01 | 12.87001778373680 |
| 2018-08-01 | 12.66062957907620 |
| 2018-09-01 | 12.64019747209940 |
| 2018-10-01 | 12.65690434889080 |
| 2018-11-01 | 12.62404130381070 |
| 2018-12-01 | 12.78402266538240 |
| 2019-01-01 | 12.68273567227110 |
| 2019-02-01 | 12.56856463723170 |
| 2019-03-01 | 12.61307300679720 |
| 2019-04-01 | 12.72863783567530 |
| 2019-05-01 | 12.77218967298000 |
| 2019-06-01 | 12.77798327409060 |
| 2019-07-01 | 12.71365292864850 |
| 2019-08-01 | 12.69203992216630 |
| 2019-09-01 | 12.63023868235660 |
| 2019-10-01 | 12.43773876398890 |
| 2019-11-01 | 12.39791852653430 |
| 2019-12-01 | 12.48281944447600 |
| 2020-01-01 | 12.27464000450370 |
| 2020-02-01 | 12.15348526174710 |
| 2020-03-01 | 12.14397670480430 |
| 2020-04-01 | 11.41813966975630 |
| 2020-05-01 | 11.35458549842360 |
| 2020-06-01 | 11.26379691285690 |
| 2020-07-01 | 11.24605449211110 |
| 2020-08-01 | 11.32154595341500 |
| 2020-09-01 | 11.33193649628490 |
| 2020-10-01 | 11.22106353162130 |
| 2020-11-01 | 11.07645155566340 |
| 2020-12-01 | 11.30634297705010 |
| 2021-01-01 | 10.77307703260730 |
| 2021-02-01 | 10.63182601458460 |
| 2021-03-01 | 10.77897954554870 |
| 2021-04-01 | 11.00077661113740 |
| 2021-05-01 | 11.14711264052400 |
| 2021-06-01 | 11.14029108972610 |
| 2021-07-01 | 11.06001661389740 |
| 2021-08-01 | 11.13135112752970 |
| 2021-09-01 | 11.12001700704960 |
| 2021-10-01 | 11.29931942555410 |
| 2021-11-01 | 11.67102282856910 |
| 2021-12-01 | 11.75389255737340 |
| 2022-01-01 | 12.09844710640590 |
| 2022-02-01 | 12.23390688808410 |
| 2022-03-01 | 12.31363997939100 |
| 2022-04-01 | 12.37335498886300 |
| 2022-05-01 | 12.52026004595980 |
| 2022-06-01 | 12.39908388560300 |
| 2022-07-01 | 12.94932038890970 |
| 2022-08-01 | 13.01865614098450 |
| 2022-09-01 | 13.31597877780400 |
| 2022-10-01 | 13.60130355566990 |
| 2022-11-01 | 13.58123224401290 |
| 2022-12-01 | 13.50897706341390 |
| 2023-01-01 | 13.83226814259190 |
| 2023-02-01 | 14.04706663206070 |
| 2023-03-01 | 13.93042013863100 |
| 2023-04-01 | 13.84994364067080 |
| 2023-05-01 | 13.89563809089390 |
| 2023-06-01 | 13.76321485582600 |
| 2023-07-01 | 13.21309199784920 |
| 2023-08-01 | 13.19288141328610 |
| 2023-09-01 | 13.30450215749360 |
| 2023-10-01 | 13.30992274823450 |
| 2023-11-01 | 13.21383531420110 |
| 2023-12-01 | 13.15668418136630 |
| 2024-01-01 | 12.97037977698350 |
| 2024-02-01 | 12.87278018754220 |
| 2024-03-01 | 12.74514728657490 |
| 2024-04-01 | 12.62544755981580 |
| 2024-05-01 | 12.36196915464650 |
| 2024-06-01 | 12.32853044459470 |
| 2024-07-01 | 12.27461214309140 |
| 2024-08-01 | 12.36088407959340 |
| 2024-09-01 | 12.29673870219930 |
| 2024-10-01 | 12.13620253834690 |
| 2024-11-01 | 12.05313077591500 |
| 2024-12-01 | 11.88108491275190 |
| 2025-01-01 | 11.79878743352660 |
| 2025-02-01 | 11.79543492992720 |
| 2025-03-01 | 11.94963768365830 |
| 2025-04-01 | 12.20636415982770 |
| 2025-05-01 | 12.44564244854450 |
| 2025-06-01 | 12.31105425476600 |
| 2025-07-01 | 12.34478305174180 |
| 2025-08-01 | 12.22740145700030 |
| 2025-09-01 | 12.08400782716510 |
| 2025-10-01 | 11.95784580282560 |
| 2025-11-01 | 11.98403683325700 |
| 2025-12-01 | 12.09612387607470 |