Table Data - All Employees: Private Service Providing in Tulsa, OK (MSA)
| Title | All Employees: Private Service Providing in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461400800000001SA |
| 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 2025-11-01 |
| Last Updated | 2026-01-07 10:55 PM 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 | 203.136732066083 |
| 1990-02-01 | 202.866844577331 |
| 1990-03-01 | 203.484583445895 |
| 1990-04-01 | 203.864318682852 |
| 1990-05-01 | 204.814261885835 |
| 1990-06-01 | 206.062055238374 |
| 1990-07-01 | 206.672177003329 |
| 1990-08-01 | 207.876418512176 |
| 1990-09-01 | 208.736726023170 |
| 1990-10-01 | 208.225346638667 |
| 1990-11-01 | 209.744239958141 |
| 1990-12-01 | 210.682030255387 |
| 1991-01-01 | 211.294290205103 |
| 1991-02-01 | 212.295034163561 |
| 1991-03-01 | 212.582897386677 |
| 1991-04-01 | 212.745653716199 |
| 1991-05-01 | 213.819347927281 |
| 1991-06-01 | 214.121571590113 |
| 1991-07-01 | 214.246639051557 |
| 1991-08-01 | 214.918852178668 |
| 1991-09-01 | 214.632506169828 |
| 1991-10-01 | 215.520077458311 |
| 1991-11-01 | 215.338907956768 |
| 1991-12-01 | 215.045839661265 |
| 1992-01-01 | 216.025090148482 |
| 1992-02-01 | 215.679442632467 |
| 1992-03-01 | 215.075489859489 |
| 1992-04-01 | 217.219113608407 |
| 1992-05-01 | 217.197013964816 |
| 1992-06-01 | 216.528252993460 |
| 1992-07-01 | 218.475233540306 |
| 1992-08-01 | 218.083571914504 |
| 1992-09-01 | 218.618523634312 |
| 1992-10-01 | 218.738618165589 |
| 1992-11-01 | 219.195296283819 |
| 1992-12-01 | 218.531729576548 |
| 1993-01-01 | 218.604084013980 |
| 1993-02-01 | 219.469800052133 |
| 1993-03-01 | 219.798285680657 |
| 1993-04-01 | 219.695106598876 |
| 1993-05-01 | 219.419094065043 |
| 1993-06-01 | 220.037045448697 |
| 1993-07-01 | 220.554717274510 |
| 1993-08-01 | 220.870154456439 |
| 1993-09-01 | 222.009239921454 |
| 1993-10-01 | 222.413804868362 |
| 1993-11-01 | 222.753848510966 |
| 1993-12-01 | 224.364435721729 |
| 1994-01-01 | 225.062539070395 |
| 1994-02-01 | 225.540983100266 |
| 1994-03-01 | 225.585511292906 |
| 1994-04-01 | 227.779548385188 |
| 1994-05-01 | 227.507761650172 |
| 1994-06-01 | 228.365731234336 |
| 1994-07-01 | 229.701790303829 |
| 1994-08-01 | 231.023717052034 |
| 1994-09-01 | 230.844250679704 |
| 1994-10-01 | 231.782137298181 |
| 1994-11-01 | 232.513513530942 |
| 1994-12-01 | 234.303028534719 |
| 1995-01-01 | 233.881886634403 |
| 1995-02-01 | 234.380258874537 |
| 1995-03-01 | 236.181467066579 |
| 1995-04-01 | 235.155978317871 |
| 1995-05-01 | 236.513125287288 |
| 1995-06-01 | 237.344239655829 |
| 1995-07-01 | 236.007500393391 |
| 1995-08-01 | 236.847440218300 |
| 1995-09-01 | 238.088371549890 |
| 1995-10-01 | 239.255627424776 |
| 1995-11-01 | 240.796071339610 |
| 1995-12-01 | 241.660171253146 |
| 1996-01-01 | 240.580289897727 |
| 1996-02-01 | 241.520477973555 |
| 1996-03-01 | 242.256719180116 |
| 1996-04-01 | 242.630561507175 |
| 1996-05-01 | 243.887234600179 |
| 1996-06-01 | 244.112157507397 |
| 1996-07-01 | 244.138015045525 |
| 1996-08-01 | 245.526626775447 |
| 1996-09-01 | 246.422727119775 |
| 1996-10-01 | 246.268245655320 |
| 1996-11-01 | 246.459892494049 |
| 1996-12-01 | 247.783028678760 |
| 1997-01-01 | 249.261598004580 |
| 1997-02-01 | 249.534559480392 |
| 1997-03-01 | 249.450669185888 |
| 1997-04-01 | 249.540916623424 |
| 1997-05-01 | 250.118300932870 |
| 1997-06-01 | 251.791337977487 |
| 1997-07-01 | 253.217285352020 |
| 1997-08-01 | 253.964494398406 |
| 1997-09-01 | 254.817845968433 |
| 1997-10-01 | 255.669050420288 |
| 1997-11-01 | 257.210817232433 |
| 1997-12-01 | 258.206204460094 |
| 1998-01-01 | 260.649443999824 |
| 1998-02-01 | 261.720437630444 |
| 1998-03-01 | 263.203735139188 |
| 1998-04-01 | 263.613980384274 |
| 1998-05-01 | 265.010645485388 |
| 1998-06-01 | 263.763629881247 |
| 1998-07-01 | 265.264292009212 |
| 1998-08-01 | 264.593589329890 |
| 1998-09-01 | 264.623740652625 |
| 1998-10-01 | 265.745260938155 |
| 1998-11-01 | 265.479189124415 |
| 1998-12-01 | 266.799286612691 |
| 1999-01-01 | 265.179789466110 |
| 1999-02-01 | 264.754546190967 |
| 1999-03-01 | 264.784154216615 |
| 1999-04-01 | 265.694859117830 |
| 1999-05-01 | 265.905642211914 |
| 1999-06-01 | 266.666237517147 |
| 1999-07-01 | 269.682807266742 |
| 1999-08-01 | 268.701277355232 |
| 1999-09-01 | 269.438791948486 |
| 1999-10-01 | 270.343330253652 |
| 1999-11-01 | 270.785780646784 |
| 1999-12-01 | 271.241292860444 |
| 2000-01-01 | 271.014251067455 |
| 2000-02-01 | 270.856388713966 |
| 2000-03-01 | 272.662971206632 |
| 2000-04-01 | 274.584466860571 |
| 2000-05-01 | 275.579200527592 |
| 2000-06-01 | 277.433334693120 |
| 2000-07-01 | 277.568256948275 |
| 2000-08-01 | 278.569956293469 |
| 2000-09-01 | 279.807707297626 |
| 2000-10-01 | 280.297231182751 |
| 2000-11-01 | 280.762083720372 |
| 2000-12-01 | 280.510183262126 |
| 2001-01-01 | 276.373515205378 |
| 2001-02-01 | 277.288135899575 |
| 2001-03-01 | 278.062045352996 |
| 2001-04-01 | 278.864718125073 |
| 2001-05-01 | 278.274265878751 |
| 2001-06-01 | 279.651152216671 |
| 2001-07-01 | 279.662072238066 |
| 2001-08-01 | 280.386191365314 |
| 2001-09-01 | 278.566878527556 |
| 2001-10-01 | 277.831845057854 |
| 2001-11-01 | 278.356886565391 |
| 2001-12-01 | 278.218567510842 |
| 2002-01-01 | 277.773794801599 |
| 2002-02-01 | 277.079193245518 |
| 2002-03-01 | 277.386402062633 |
| 2002-04-01 | 277.096263760661 |
| 2002-05-01 | 277.064118079658 |
| 2002-06-01 | 275.564303721447 |
| 2002-07-01 | 274.109067437427 |
| 2002-08-01 | 274.566494506472 |
| 2002-09-01 | 274.244120019354 |
| 2002-10-01 | 272.906004957572 |
| 2002-11-01 | 273.065420823404 |
| 2002-12-01 | 272.941875495107 |
| 2003-01-01 | 271.924455664316 |
| 2003-02-01 | 270.927494414093 |
| 2003-03-01 | 269.816314491377 |
| 2003-04-01 | 269.115670532942 |
| 2003-05-01 | 268.899263423259 |
| 2003-06-01 | 267.418456832415 |
| 2003-07-01 | 267.255666251435 |
| 2003-08-01 | 267.793940410512 |
| 2003-09-01 | 266.883176140674 |
| 2003-10-01 | 269.384408773703 |
| 2003-11-01 | 269.580100397985 |
| 2003-12-01 | 269.763737679705 |
| 2004-01-01 | 271.479622745274 |
| 2004-02-01 | 271.910248075533 |
| 2004-03-01 | 272.564449356038 |
| 2004-04-01 | 271.125282745118 |
| 2004-05-01 | 269.690779982101 |
| 2004-06-01 | 270.891149186163 |
| 2004-07-01 | 270.912285179862 |
| 2004-08-01 | 271.452743836108 |
| 2004-09-01 | 271.858702409785 |
| 2004-10-01 | 273.456397670315 |
| 2004-11-01 | 273.733393222555 |
| 2004-12-01 | 274.528511624701 |
| 2005-01-01 | 276.411199421577 |
| 2005-02-01 | 277.719073555790 |
| 2005-03-01 | 278.198131101617 |
| 2005-04-01 | 279.111095589613 |
| 2005-05-01 | 279.571962773172 |
| 2005-06-01 | 280.997254479491 |
| 2005-07-01 | 282.742530796547 |
| 2005-08-01 | 283.044501920583 |
| 2005-09-01 | 284.465507677029 |
| 2005-10-01 | 283.374895700017 |
| 2005-11-01 | 284.800874842506 |
| 2005-12-01 | 284.914060488046 |
| 2006-01-01 | 285.309523484556 |
| 2006-02-01 | 285.826060627477 |
| 2006-03-01 | 286.739070775443 |
| 2006-04-01 | 287.288687478994 |
| 2006-05-01 | 288.605684836312 |
| 2006-06-01 | 289.983983798593 |
| 2006-07-01 | 288.682429970241 |
| 2006-08-01 | 289.414016583296 |
| 2006-09-01 | 289.696308010184 |
| 2006-10-01 | 289.555780433297 |
| 2006-11-01 | 289.945360030855 |
| 2006-12-01 | 291.288265476149 |
| 2007-01-01 | 289.779274344752 |
| 2007-02-01 | 292.058696881027 |
| 2007-03-01 | 293.334723470143 |
| 2007-04-01 | 293.494273726305 |
| 2007-05-01 | 294.089740679786 |
| 2007-06-01 | 295.228959627172 |
| 2007-07-01 | 294.812414653728 |
| 2007-08-01 | 294.865703185271 |
| 2007-09-01 | 294.329177106755 |
| 2007-10-01 | 295.103309783264 |
| 2007-11-01 | 295.189750393163 |
| 2007-12-01 | 293.279447467842 |
| 2008-01-01 | 296.232569133144 |
| 2008-02-01 | 297.710981572774 |
| 2008-03-01 | 297.015840377607 |
| 2008-04-01 | 295.616747577002 |
| 2008-05-01 | 295.887936493700 |
| 2008-06-01 | 295.285299136370 |
| 2008-07-01 | 295.111298357122 |
| 2008-08-01 | 295.504181632747 |
| 2008-09-01 | 295.001590456836 |
| 2008-10-01 | 293.127909676143 |
| 2008-11-01 | 292.121632981069 |
| 2008-12-01 | 290.857117935391 |
| 2009-01-01 | 289.145961297301 |
| 2009-02-01 | 287.956106668854 |
| 2009-03-01 | 286.610990788589 |
| 2009-04-01 | 283.590176178524 |
| 2009-05-01 | 283.345176871876 |
| 2009-06-01 | 283.394758585738 |
| 2009-07-01 | 282.366752508007 |
| 2009-08-01 | 280.744607996834 |
| 2009-09-01 | 279.798737967040 |
| 2009-10-01 | 279.901044079985 |
| 2009-11-01 | 280.017678559355 |
| 2009-12-01 | 279.188460685830 |
| 2010-01-01 | 279.482927614836 |
| 2010-02-01 | 279.123034961256 |
| 2010-03-01 | 279.260455550051 |
| 2010-04-01 | 280.378163990679 |
| 2010-05-01 | 280.056474800122 |
| 2010-06-01 | 279.651988184666 |
| 2010-07-01 | 279.682714960840 |
| 2010-08-01 | 279.436296601643 |
| 2010-09-01 | 279.312021371499 |
| 2010-10-01 | 280.036631966848 |
| 2010-11-01 | 279.926963114071 |
| 2010-12-01 | 279.838328628981 |
| 2011-01-01 | 278.833098446828 |
| 2011-02-01 | 275.808762771283 |
| 2011-03-01 | 278.516407071928 |
| 2011-04-01 | 278.795255525479 |
| 2011-05-01 | 278.952295504540 |
| 2011-06-01 | 278.658259989779 |
| 2011-07-01 | 280.206313922702 |
| 2011-08-01 | 280.323398964145 |
| 2011-09-01 | 282.170131258088 |
| 2011-10-01 | 281.473760654146 |
| 2011-11-01 | 280.828899710328 |
| 2011-12-01 | 281.367646688007 |
| 2012-01-01 | 281.958064443478 |
| 2012-02-01 | 283.205688998770 |
| 2012-03-01 | 283.084164294414 |
| 2012-04-01 | 284.272384300994 |
| 2012-05-01 | 284.730967957864 |
| 2012-06-01 | 285.906578440913 |
| 2012-07-01 | 285.044907273052 |
| 2012-08-01 | 285.627825814711 |
| 2012-09-01 | 285.817031444107 |
| 2012-10-01 | 285.929901058941 |
| 2012-11-01 | 287.261318642452 |
| 2012-12-01 | 287.935297337339 |
| 2013-01-01 | 287.084822448520 |
| 2013-02-01 | 287.495340154612 |
| 2013-03-01 | 288.224617589837 |
| 2013-04-01 | 288.366016443425 |
| 2013-05-01 | 289.339622586145 |
| 2013-06-01 | 289.706888863261 |
| 2013-07-01 | 290.583423224870 |
| 2013-08-01 | 291.699962706549 |
| 2013-09-01 | 292.167146705361 |
| 2013-10-01 | 291.410103314476 |
| 2013-11-01 | 291.723616951509 |
| 2013-12-01 | 291.347830459268 |
| 2014-01-01 | 293.619763026643 |
| 2014-02-01 | 293.655197153034 |
| 2014-03-01 | 294.132618381528 |
| 2014-04-01 | 294.380953985610 |
| 2014-05-01 | 295.147575894099 |
| 2014-06-01 | 296.125759495938 |
| 2014-07-01 | 296.149832540684 |
| 2014-08-01 | 296.326775633037 |
| 2014-09-01 | 296.608511325307 |
| 2014-10-01 | 297.656662052729 |
| 2014-11-01 | 297.521981637052 |
| 2014-12-01 | 298.916290130046 |
| 2015-01-01 | 301.822015527793 |
| 2015-02-01 | 301.054776877129 |
| 2015-03-01 | 301.326079308694 |
| 2015-04-01 | 302.274939046920 |
| 2015-05-01 | 303.056344043274 |
| 2015-06-01 | 303.358481945825 |
| 2015-07-01 | 305.354620766018 |
| 2015-08-01 | 304.448340250061 |
| 2015-09-01 | 303.881789785936 |
| 2015-10-01 | 305.441624626686 |
| 2015-11-01 | 305.686654560070 |
| 2015-12-01 | 305.514158887877 |
| 2016-01-01 | 306.083605147140 |
| 2016-02-01 | 306.189453280524 |
| 2016-03-01 | 306.008664580055 |
| 2016-04-01 | 306.299221088363 |
| 2016-05-01 | 306.020605889502 |
| 2016-06-01 | 305.366435623659 |
| 2016-07-01 | 306.509685221526 |
| 2016-08-01 | 306.237025131512 |
| 2016-09-01 | 307.024740997910 |
| 2016-10-01 | 308.111641216380 |
| 2016-11-01 | 308.485922267450 |
| 2016-12-01 | 308.059755761530 |
| 2017-01-01 | 306.641508316764 |
| 2017-02-01 | 307.620870508789 |
| 2017-03-01 | 308.885885884737 |
| 2017-04-01 | 308.968426002276 |
| 2017-05-01 | 309.304283119990 |
| 2017-06-01 | 309.952578634368 |
| 2017-07-01 | 309.463487708500 |
| 2017-08-01 | 309.716640557777 |
| 2017-09-01 | 309.724902098481 |
| 2017-10-01 | 309.503316459315 |
| 2017-11-01 | 309.537935945972 |
| 2017-12-01 | 310.239017800576 |
| 2018-01-01 | 311.306276324716 |
| 2018-02-01 | 311.823457340240 |
| 2018-03-01 | 313.431302609493 |
| 2018-04-01 | 311.087910656980 |
| 2018-05-01 | 311.691818116777 |
| 2018-06-01 | 312.961830692513 |
| 2018-07-01 | 313.159096087466 |
| 2018-08-01 | 314.054974208723 |
| 2018-09-01 | 313.912858543468 |
| 2018-10-01 | 313.491119998437 |
| 2018-11-01 | 314.102850752907 |
| 2018-12-01 | 314.588842114133 |
| 2019-01-01 | 313.299361565040 |
| 2019-02-01 | 313.767417118378 |
| 2019-03-01 | 315.116853315727 |
| 2019-04-01 | 315.579364453541 |
| 2019-05-01 | 316.455660137529 |
| 2019-06-01 | 316.645915203278 |
| 2019-07-01 | 316.875688316758 |
| 2019-08-01 | 317.597642982094 |
| 2019-09-01 | 317.176073016885 |
| 2019-10-01 | 317.623341414105 |
| 2019-11-01 | 317.721803557292 |
| 2019-12-01 | 318.499270527684 |
| 2020-01-01 | 317.715196301256 |
| 2020-02-01 | 317.790546819978 |
| 2020-03-01 | 317.049205091526 |
| 2020-04-01 | 275.821979083436 |
| 2020-05-01 | 288.536891907799 |
| 2020-06-01 | 297.561839127472 |
| 2020-07-01 | 298.922508330768 |
| 2020-08-01 | 300.027618535854 |
| 2020-09-01 | 302.812124158152 |
| 2020-10-01 | 306.159269753083 |
| 2020-11-01 | 306.604118740019 |
| 2020-12-01 | 307.236950262665 |
| 2021-01-01 | 308.617331954196 |
| 2021-02-01 | 304.971088720159 |
| 2021-03-01 | 309.201760016061 |
| 2021-04-01 | 308.248344953790 |
| 2021-05-01 | 309.888149665617 |
| 2021-06-01 | 311.433082085907 |
| 2021-07-01 | 311.801382380105 |
| 2021-08-01 | 311.508935991387 |
| 2021-09-01 | 311.327154657620 |
| 2021-10-01 | 313.023795397030 |
| 2021-11-01 | 313.023481137952 |
| 2021-12-01 | 314.134193045967 |
| 2022-01-01 | 314.146108793578 |
| 2022-02-01 | 315.910296642983 |
| 2022-03-01 | 316.611733686873 |
| 2022-04-01 | 318.627503937319 |
| 2022-05-01 | 319.285657854224 |
| 2022-06-01 | 320.191997827978 |
| 2022-07-01 | 323.859482381737 |
| 2022-08-01 | 323.901651709455 |
| 2022-09-01 | 325.385985417416 |
| 2022-10-01 | 324.540024887835 |
| 2022-11-01 | 325.343944058195 |
| 2022-12-01 | 324.768342724993 |
| 2023-01-01 | 328.438292807894 |
| 2023-02-01 | 328.151766246669 |
| 2023-03-01 | 328.658022587343 |
| 2023-04-01 | 328.733269581463 |
| 2023-05-01 | 329.277029806615 |
| 2023-06-01 | 330.112851945256 |
| 2023-07-01 | 329.591178750836 |
| 2023-08-01 | 329.392992023476 |
| 2023-09-01 | 329.792916213953 |
| 2023-10-01 | 328.933558591175 |
| 2023-11-01 | 329.060154918809 |
| 2023-12-01 | 329.320630381503 |
| 2024-01-01 | 330.828741437740 |
| 2024-02-01 | 331.200473851085 |
| 2024-03-01 | 332.470183084213 |
| 2024-04-01 | 330.746245110086 |
| 2024-05-01 | 330.620439105117 |
| 2024-06-01 | 328.678567369360 |
| 2024-07-01 | 330.554733782966 |
| 2024-08-01 | 331.797165933982 |
| 2024-09-01 | 332.571268291903 |
| 2024-10-01 | 334.003056354774 |
| 2024-11-01 | 334.087688297900 |
| 2024-12-01 | 333.972592771345 |
| 2025-01-01 | 333.599442772946 |
| 2025-02-01 | 334.572507995646 |
| 2025-03-01 | 335.769083932746 |
| 2025-04-01 | 335.898390616226 |
| 2025-05-01 | 337.000603893733 |
| 2025-06-01 | 337.193152682909 |
| 2025-07-01 | 336.181293560941 |
| 2025-08-01 | 334.904989698851 |
| 2025-09-01 | 335.599752976909 |
| 2025-10-01 | 336.561270211765 |
| 2025-11-01 | 336.915150277944 |