Table Data - All Employees: Private Service Providing in Oklahoma City, OK (MSA)
| Title | All Employees: Private Service Providing in Oklahoma City, OK (MSA) |
|---|---|
| Series ID | SMU40364200800000001SA |
| 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 10:36 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 | 259.6478961634 |
| 1990-02-01 | 260.0026742134 |
| 1990-03-01 | 260.5047776749 |
| 1990-04-01 | 260.9707509714 |
| 1990-05-01 | 262.0352743899 |
| 1990-06-01 | 262.6287705528 |
| 1990-07-01 | 262.5939357007 |
| 1990-08-01 | 263.3651825318 |
| 1990-09-01 | 264.1321358504 |
| 1990-10-01 | 261.8986011920 |
| 1990-11-01 | 263.3749424347 |
| 1990-12-01 | 263.5466616418 |
| 1991-01-01 | 263.9902482939 |
| 1991-02-01 | 263.0051844104 |
| 1991-03-01 | 264.4096290722 |
| 1991-04-01 | 264.9848241792 |
| 1991-05-01 | 265.1380207712 |
| 1991-06-01 | 266.0923479401 |
| 1991-07-01 | 265.8440902901 |
| 1991-08-01 | 266.4689392863 |
| 1991-09-01 | 266.1056533623 |
| 1991-10-01 | 265.7873525383 |
| 1991-11-01 | 266.2442129768 |
| 1991-12-01 | 266.0334107639 |
| 1992-01-01 | 266.2594175454 |
| 1992-02-01 | 266.9408848688 |
| 1992-03-01 | 267.4176158684 |
| 1992-04-01 | 268.1057051881 |
| 1992-05-01 | 268.8965460704 |
| 1992-06-01 | 269.2607624421 |
| 1992-07-01 | 269.4385890509 |
| 1992-08-01 | 270.0475474148 |
| 1992-09-01 | 270.8608738389 |
| 1992-10-01 | 271.9438390893 |
| 1992-11-01 | 272.7951335906 |
| 1992-12-01 | 272.9318761102 |
| 1993-01-01 | 274.4996791803 |
| 1993-02-01 | 274.6069106221 |
| 1993-03-01 | 275.9491595814 |
| 1993-04-01 | 276.5642307595 |
| 1993-05-01 | 276.2085581760 |
| 1993-06-01 | 276.8441014393 |
| 1993-07-01 | 278.5374617929 |
| 1993-08-01 | 278.9114204429 |
| 1993-09-01 | 279.8873361691 |
| 1993-10-01 | 281.1013736344 |
| 1993-11-01 | 280.5782472954 |
| 1993-12-01 | 282.4265798941 |
| 1994-01-01 | 282.7332018110 |
| 1994-02-01 | 283.4062092381 |
| 1994-03-01 | 283.8150835341 |
| 1994-04-01 | 285.0864847780 |
| 1994-05-01 | 286.9012964287 |
| 1994-06-01 | 287.7017805763 |
| 1994-07-01 | 289.0628956728 |
| 1994-08-01 | 288.7605706353 |
| 1994-09-01 | 291.0099072069 |
| 1994-10-01 | 290.1052138628 |
| 1994-11-01 | 291.5446419048 |
| 1994-12-01 | 292.3888623987 |
| 1995-01-01 | 296.4930046667 |
| 1995-02-01 | 296.6384207669 |
| 1995-03-01 | 296.6938713455 |
| 1995-04-01 | 298.3700346919 |
| 1995-05-01 | 298.5323312669 |
| 1995-06-01 | 299.9169676877 |
| 1995-07-01 | 300.7395845025 |
| 1995-08-01 | 303.2149258078 |
| 1995-09-01 | 305.1292526330 |
| 1995-10-01 | 307.4308418567 |
| 1995-11-01 | 309.5853280477 |
| 1995-12-01 | 310.8874898199 |
| 1996-01-01 | 310.1830583840 |
| 1996-02-01 | 309.6820340408 |
| 1996-03-01 | 313.9984186589 |
| 1996-04-01 | 313.4739363454 |
| 1996-05-01 | 316.1420838804 |
| 1996-06-01 | 316.5940477627 |
| 1996-07-01 | 315.9923823779 |
| 1996-08-01 | 319.8097159459 |
| 1996-09-01 | 319.0093243352 |
| 1996-10-01 | 318.9855816365 |
| 1996-11-01 | 319.3603570541 |
| 1996-12-01 | 319.9488788116 |
| 1997-01-01 | 320.1086720280 |
| 1997-02-01 | 320.7323341474 |
| 1997-03-01 | 321.9441713141 |
| 1997-04-01 | 320.4537732606 |
| 1997-05-01 | 321.9294868795 |
| 1997-06-01 | 324.3556539657 |
| 1997-07-01 | 323.7432391966 |
| 1997-08-01 | 323.8885761878 |
| 1997-09-01 | 325.5686344243 |
| 1997-10-01 | 326.7987098419 |
| 1997-11-01 | 327.0075965612 |
| 1997-12-01 | 328.4847165822 |
| 1998-01-01 | 329.0706402092 |
| 1998-02-01 | 329.4509877791 |
| 1998-03-01 | 329.4961035921 |
| 1998-04-01 | 332.4618756815 |
| 1998-05-01 | 333.1054385642 |
| 1998-06-01 | 333.6690272701 |
| 1998-07-01 | 335.0220643652 |
| 1998-08-01 | 334.6198668290 |
| 1998-09-01 | 335.3519707440 |
| 1998-10-01 | 336.4921124374 |
| 1998-11-01 | 337.5054310515 |
| 1998-12-01 | 338.7913165656 |
| 1999-01-01 | 340.7613650659 |
| 1999-02-01 | 342.3273085229 |
| 1999-03-01 | 343.1408171903 |
| 1999-04-01 | 340.9402706813 |
| 1999-05-01 | 341.6785029055 |
| 1999-06-01 | 342.2453553476 |
| 1999-07-01 | 344.4575204977 |
| 1999-08-01 | 345.1631023277 |
| 1999-09-01 | 345.1306217636 |
| 1999-10-01 | 346.9884075494 |
| 1999-11-01 | 349.1152852639 |
| 1999-12-01 | 351.6651814099 |
| 2000-01-01 | 351.0494200684 |
| 2000-02-01 | 351.0150219930 |
| 2000-03-01 | 351.4877916209 |
| 2000-04-01 | 353.4137600825 |
| 2000-05-01 | 354.6960363426 |
| 2000-06-01 | 355.4216896776 |
| 2000-07-01 | 356.5993781562 |
| 2000-08-01 | 357.7405183311 |
| 2000-09-01 | 359.5967945459 |
| 2000-10-01 | 359.8170673354 |
| 2000-11-01 | 359.5975221040 |
| 2000-12-01 | 359.2130185070 |
| 2001-01-01 | 360.5162732970 |
| 2001-02-01 | 360.6717898269 |
| 2001-03-01 | 361.6027518731 |
| 2001-04-01 | 363.1230034863 |
| 2001-05-01 | 362.8425828869 |
| 2001-06-01 | 365.2510655395 |
| 2001-07-01 | 361.8410586445 |
| 2001-08-01 | 363.0101124574 |
| 2001-09-01 | 362.1377340513 |
| 2001-10-01 | 361.4992155522 |
| 2001-11-01 | 361.3713003404 |
| 2001-12-01 | 361.6381842961 |
| 2002-01-01 | 361.8962370405 |
| 2002-02-01 | 363.2330968572 |
| 2002-03-01 | 364.1091702176 |
| 2002-04-01 | 364.2360496769 |
| 2002-05-01 | 365.4270809807 |
| 2002-06-01 | 365.4261304665 |
| 2002-07-01 | 364.9368609947 |
| 2002-08-01 | 365.6944793606 |
| 2002-09-01 | 365.1673590719 |
| 2002-10-01 | 364.4300313270 |
| 2002-11-01 | 364.1883654488 |
| 2002-12-01 | 363.5939615124 |
| 2003-01-01 | 360.8348836404 |
| 2003-02-01 | 359.6331774594 |
| 2003-03-01 | 358.3175212702 |
| 2003-04-01 | 357.4992278236 |
| 2003-05-01 | 358.5682479137 |
| 2003-06-01 | 357.3424688094 |
| 2003-07-01 | 357.3737647018 |
| 2003-08-01 | 358.1682486393 |
| 2003-09-01 | 358.4533782280 |
| 2003-10-01 | 361.2063048565 |
| 2003-11-01 | 359.7068897461 |
| 2003-12-01 | 359.7840130994 |
| 2004-01-01 | 362.7168863756 |
| 2004-02-01 | 362.2661716772 |
| 2004-03-01 | 363.2387607194 |
| 2004-04-01 | 363.9781904218 |
| 2004-05-01 | 363.5151355820 |
| 2004-06-01 | 363.6126098645 |
| 2004-07-01 | 364.8214870243 |
| 2004-08-01 | 363.3235439493 |
| 2004-09-01 | 364.4697567411 |
| 2004-10-01 | 367.4518616420 |
| 2004-11-01 | 366.6162683832 |
| 2004-12-01 | 367.1705211457 |
| 2005-01-01 | 366.0275226895 |
| 2005-02-01 | 367.5909290576 |
| 2005-03-01 | 368.2908726949 |
| 2005-04-01 | 371.2332303123 |
| 2005-05-01 | 370.9415415377 |
| 2005-06-01 | 371.8733385321 |
| 2005-07-01 | 373.0279686620 |
| 2005-08-01 | 373.6080869976 |
| 2005-09-01 | 374.3386576006 |
| 2005-10-01 | 373.8382427294 |
| 2005-11-01 | 374.9026602022 |
| 2005-12-01 | 375.4588066448 |
| 2006-01-01 | 375.1388877756 |
| 2006-02-01 | 375.4709927320 |
| 2006-03-01 | 376.4063318112 |
| 2006-04-01 | 375.6192698925 |
| 2006-05-01 | 376.3150048463 |
| 2006-06-01 | 377.4482840409 |
| 2006-07-01 | 377.5541664404 |
| 2006-08-01 | 378.1044978808 |
| 2006-09-01 | 379.0779334035 |
| 2006-10-01 | 376.8164522717 |
| 2006-11-01 | 375.8153969508 |
| 2006-12-01 | 377.4584156607 |
| 2007-01-01 | 378.5162228052 |
| 2007-02-01 | 380.2994501356 |
| 2007-03-01 | 382.1293935793 |
| 2007-04-01 | 380.2241371656 |
| 2007-05-01 | 381.0831646867 |
| 2007-06-01 | 382.0112013212 |
| 2007-07-01 | 380.9061592799 |
| 2007-08-01 | 382.7817337261 |
| 2007-09-01 | 382.8353379752 |
| 2007-10-01 | 384.0264552028 |
| 2007-11-01 | 385.3402916681 |
| 2007-12-01 | 384.4148385077 |
| 2008-01-01 | 386.4541042470 |
| 2008-02-01 | 387.0442979117 |
| 2008-03-01 | 385.9864918049 |
| 2008-04-01 | 386.1966301045 |
| 2008-05-01 | 386.3550964002 |
| 2008-06-01 | 385.7344040487 |
| 2008-07-01 | 386.1789040555 |
| 2008-08-01 | 385.4678132330 |
| 2008-09-01 | 386.5963606981 |
| 2008-10-01 | 386.7841703325 |
| 2008-11-01 | 386.0965857424 |
| 2008-12-01 | 385.9728305257 |
| 2009-01-01 | 384.3336422449 |
| 2009-02-01 | 382.7930771965 |
| 2009-03-01 | 381.1109070614 |
| 2009-04-01 | 378.8142487711 |
| 2009-05-01 | 376.6873000117 |
| 2009-06-01 | 376.4545689432 |
| 2009-07-01 | 376.2493231597 |
| 2009-08-01 | 374.5102953821 |
| 2009-09-01 | 374.0267581548 |
| 2009-10-01 | 372.4183292684 |
| 2009-11-01 | 371.4406623540 |
| 2009-12-01 | 370.8620299832 |
| 2010-01-01 | 371.6811135101 |
| 2010-02-01 | 370.9709520368 |
| 2010-03-01 | 372.3152576321 |
| 2010-04-01 | 373.6166671337 |
| 2010-05-01 | 373.5278807248 |
| 2010-06-01 | 374.8829272492 |
| 2010-07-01 | 375.3663956097 |
| 2010-08-01 | 376.3844369416 |
| 2010-09-01 | 376.8715016467 |
| 2010-10-01 | 378.9565857152 |
| 2010-11-01 | 379.6204132866 |
| 2010-12-01 | 380.2627600972 |
| 2011-01-01 | 379.7735749221 |
| 2011-02-01 | 378.3457422780 |
| 2011-03-01 | 381.0141875357 |
| 2011-04-01 | 384.2008218124 |
| 2011-05-01 | 383.0329059319 |
| 2011-06-01 | 383.2894567847 |
| 2011-07-01 | 384.1461517653 |
| 2011-08-01 | 385.3551589951 |
| 2011-09-01 | 386.0620962375 |
| 2011-10-01 | 385.4369759989 |
| 2011-11-01 | 386.0388169868 |
| 2011-12-01 | 386.8360325151 |
| 2012-01-01 | 388.0939807785 |
| 2012-02-01 | 389.6846729710 |
| 2012-03-01 | 390.4131733365 |
| 2012-04-01 | 390.9010328922 |
| 2012-05-01 | 391.0925000827 |
| 2012-06-01 | 392.2907802400 |
| 2012-07-01 | 389.7959083187 |
| 2012-08-01 | 391.0306965234 |
| 2012-09-01 | 391.0171044307 |
| 2012-10-01 | 393.3076795029 |
| 2012-11-01 | 394.1525668954 |
| 2012-12-01 | 394.9413954397 |
| 2013-01-01 | 395.3167572791 |
| 2013-02-01 | 396.7356317116 |
| 2013-03-01 | 397.5934035895 |
| 2013-04-01 | 397.6899736956 |
| 2013-05-01 | 399.3760239053 |
| 2013-06-01 | 399.9335525960 |
| 2013-07-01 | 400.3216212717 |
| 2013-08-01 | 401.8405313144 |
| 2013-09-01 | 402.5673674954 |
| 2013-10-01 | 403.3429158736 |
| 2013-11-01 | 405.7050739293 |
| 2013-12-01 | 403.4887762386 |
| 2014-01-01 | 405.2913961145 |
| 2014-02-01 | 405.0523780465 |
| 2014-03-01 | 406.3134610193 |
| 2014-04-01 | 407.1593814033 |
| 2014-05-01 | 407.8999816379 |
| 2014-06-01 | 408.0608873042 |
| 2014-07-01 | 408.9347702226 |
| 2014-08-01 | 409.8639396915 |
| 2014-09-01 | 410.2484218869 |
| 2014-10-01 | 411.1880948285 |
| 2014-11-01 | 411.7823984306 |
| 2014-12-01 | 413.1903540531 |
| 2015-01-01 | 414.1485374921 |
| 2015-02-01 | 414.5961512109 |
| 2015-03-01 | 414.2857966227 |
| 2015-04-01 | 415.3128561050 |
| 2015-05-01 | 416.1726115553 |
| 2015-06-01 | 418.3174075655 |
| 2015-07-01 | 418.5357152802 |
| 2015-08-01 | 418.9528169056 |
| 2015-09-01 | 418.2462103480 |
| 2015-10-01 | 418.8296382891 |
| 2015-11-01 | 419.2117843103 |
| 2015-12-01 | 420.2197213024 |
| 2016-01-01 | 420.4120240587 |
| 2016-02-01 | 421.4168403127 |
| 2016-03-01 | 420.3408067492 |
| 2016-04-01 | 421.1901275333 |
| 2016-05-01 | 420.3207405755 |
| 2016-06-01 | 419.6486228774 |
| 2016-07-01 | 421.1347045596 |
| 2016-08-01 | 422.1480001362 |
| 2016-09-01 | 421.8038640250 |
| 2016-10-01 | 421.1469874515 |
| 2016-11-01 | 421.4777665082 |
| 2016-12-01 | 421.1571607707 |
| 2017-01-01 | 419.8200097712 |
| 2017-02-01 | 421.5245090391 |
| 2017-03-01 | 423.4917988028 |
| 2017-04-01 | 424.6604035727 |
| 2017-05-01 | 425.1096121913 |
| 2017-06-01 | 427.4406528287 |
| 2017-07-01 | 427.7321532666 |
| 2017-08-01 | 428.2472176542 |
| 2017-09-01 | 429.2394934298 |
| 2017-10-01 | 429.6782167864 |
| 2017-11-01 | 430.4961943849 |
| 2017-12-01 | 431.0910938927 |
| 2018-01-01 | 431.7464624995 |
| 2018-02-01 | 432.6518302227 |
| 2018-03-01 | 433.9359426510 |
| 2018-04-01 | 433.7103320142 |
| 2018-05-01 | 435.9389622310 |
| 2018-06-01 | 436.9996281567 |
| 2018-07-01 | 437.0407210615 |
| 2018-08-01 | 437.4996638228 |
| 2018-09-01 | 437.9308205755 |
| 2018-10-01 | 437.7368610494 |
| 2018-11-01 | 437.2815618854 |
| 2018-12-01 | 438.3372966971 |
| 2019-01-01 | 440.4298282962 |
| 2019-02-01 | 441.7852931125 |
| 2019-03-01 | 442.0088938884 |
| 2019-04-01 | 444.0073835387 |
| 2019-05-01 | 444.8447640546 |
| 2019-06-01 | 445.0649131369 |
| 2019-07-01 | 446.3195536220 |
| 2019-08-01 | 446.8474772167 |
| 2019-09-01 | 448.6367219811 |
| 2019-10-01 | 449.0730070625 |
| 2019-11-01 | 450.8260219448 |
| 2019-12-01 | 451.5816373083 |
| 2020-01-01 | 451.7059915388 |
| 2020-02-01 | 452.4027032986 |
| 2020-03-01 | 447.4809653976 |
| 2020-04-01 | 385.2204090532 |
| 2020-05-01 | 406.1039996421 |
| 2020-06-01 | 422.7838143841 |
| 2020-07-01 | 424.2674545025 |
| 2020-08-01 | 427.8903512220 |
| 2020-09-01 | 429.0568327898 |
| 2020-10-01 | 434.6692268414 |
| 2020-11-01 | 436.7041710890 |
| 2020-12-01 | 437.6237304928 |
| 2021-01-01 | 438.0852738047 |
| 2021-02-01 | 435.1291497829 |
| 2021-03-01 | 439.1553756247 |
| 2021-04-01 | 439.5012915802 |
| 2021-05-01 | 441.1380697222 |
| 2021-06-01 | 443.9859443429 |
| 2021-07-01 | 447.0867592097 |
| 2021-08-01 | 446.8655562453 |
| 2021-09-01 | 447.4352881859 |
| 2021-10-01 | 452.5083875862 |
| 2021-11-01 | 453.5878723276 |
| 2021-12-01 | 455.1986288062 |
| 2022-01-01 | 455.6081142760 |
| 2022-02-01 | 458.5099170166 |
| 2022-03-01 | 457.9838778830 |
| 2022-04-01 | 462.2021170102 |
| 2022-05-01 | 464.3143116425 |
| 2022-06-01 | 465.0511479610 |
| 2022-07-01 | 469.1741431514 |
| 2022-08-01 | 470.5535259309 |
| 2022-09-01 | 473.7208098643 |
| 2022-10-01 | 473.8910045148 |
| 2022-11-01 | 474.8883075713 |
| 2022-12-01 | 477.0703201808 |
| 2023-01-01 | 480.8980055476 |
| 2023-02-01 | 481.6837239197 |
| 2023-03-01 | 482.3331844494 |
| 2023-04-01 | 483.0386705726 |
| 2023-05-01 | 483.6769611200 |
| 2023-06-01 | 485.5824375145 |
| 2023-07-01 | 484.7397507164 |
| 2023-08-01 | 486.1084653239 |
| 2023-09-01 | 487.7117023215 |
| 2023-10-01 | 487.0262594555 |
| 2023-11-01 | 488.1154932698 |
| 2023-12-01 | 489.3282950504 |
| 2024-01-01 | 488.4395989121 |
| 2024-02-01 | 490.6702349981 |
| 2024-03-01 | 491.3709744937 |
| 2024-04-01 | 492.6037689646 |
| 2024-05-01 | 492.7832994489 |
| 2024-06-01 | 492.9384930186 |
| 2024-07-01 | 494.0753986920 |
| 2024-08-01 | 496.0334642507 |
| 2024-09-01 | 495.4871118706 |
| 2024-10-01 | 497.3290023652 |
| 2024-11-01 | 498.1121457932 |
| 2024-12-01 | 497.8911167782 |
| 2025-01-01 | 498.8062338085 |
| 2025-02-01 | 499.0465175328 |
| 2025-03-01 | 499.8477547363 |
| 2025-04-01 | 499.8156186126 |
| 2025-05-01 | 500.8731737739 |
| 2025-06-01 | 497.7711723408 |
| 2025-07-01 | 496.5445275791 |
| 2025-08-01 | 495.7826534887 |
| 2025-09-01 | 496.6320929453 |
| 2025-10-01 | 496.7816362466 |
| 2025-11-01 | 495.9970212748 |
| 2025-12-01 | 496.5601923261 |
| 2026-01-01 | 498.7852944157 |
| 2026-02-01 | 498.8403966011 |
| 2026-03-01 | 499.3454683875 |
| 2026-04-01 | 500.1440395588 |
| 2026-05-01 | 501.9549876284 |
| 2026-06-01 | 502.8201100161 |
| 2026-07-01 | 503.4183374685 |
| 2026-08-01 | 503.8886971839 |
| 2026-09-01 | 503.5177889406 |