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 2026-02-01 |
| Last Updated | 2026-04-23 11:17 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 | 259.647896163371 |
| 1990-02-01 | 260.002674213415 |
| 1990-03-01 | 260.504777674862 |
| 1990-04-01 | 260.970750971433 |
| 1990-05-01 | 262.035274389918 |
| 1990-06-01 | 262.628770552778 |
| 1990-07-01 | 262.593935700675 |
| 1990-08-01 | 263.365182531800 |
| 1990-09-01 | 264.132135850386 |
| 1990-10-01 | 261.898601191962 |
| 1990-11-01 | 263.374942434723 |
| 1990-12-01 | 263.546661641781 |
| 1991-01-01 | 263.990248293866 |
| 1991-02-01 | 263.005184410356 |
| 1991-03-01 | 264.409629072205 |
| 1991-04-01 | 264.984824179234 |
| 1991-05-01 | 265.138020771198 |
| 1991-06-01 | 266.092347940087 |
| 1991-07-01 | 265.844090290124 |
| 1991-08-01 | 266.468939286301 |
| 1991-09-01 | 266.105653362288 |
| 1991-10-01 | 265.787352538300 |
| 1991-11-01 | 266.244212976847 |
| 1991-12-01 | 266.033410763882 |
| 1992-01-01 | 266.259417545413 |
| 1992-02-01 | 266.940884868803 |
| 1992-03-01 | 267.417615868400 |
| 1992-04-01 | 268.105705188055 |
| 1992-05-01 | 268.896546070356 |
| 1992-06-01 | 269.260762442137 |
| 1992-07-01 | 269.438589050919 |
| 1992-08-01 | 270.047547414807 |
| 1992-09-01 | 270.860873838919 |
| 1992-10-01 | 271.943839089284 |
| 1992-11-01 | 272.795133590638 |
| 1992-12-01 | 272.931876110168 |
| 1993-01-01 | 274.499679180255 |
| 1993-02-01 | 274.606910622133 |
| 1993-03-01 | 275.949159581376 |
| 1993-04-01 | 276.564230759500 |
| 1993-05-01 | 276.208558176027 |
| 1993-06-01 | 276.844101439279 |
| 1993-07-01 | 278.537461792887 |
| 1993-08-01 | 278.911420442896 |
| 1993-09-01 | 279.887336169119 |
| 1993-10-01 | 281.101373634395 |
| 1993-11-01 | 280.578247295392 |
| 1993-12-01 | 282.426579894109 |
| 1994-01-01 | 282.733201811044 |
| 1994-02-01 | 283.406209238118 |
| 1994-03-01 | 283.815083534136 |
| 1994-04-01 | 285.086484777970 |
| 1994-05-01 | 286.901296428670 |
| 1994-06-01 | 287.701780576344 |
| 1994-07-01 | 289.062895672775 |
| 1994-08-01 | 288.760570635268 |
| 1994-09-01 | 291.009907206853 |
| 1994-10-01 | 290.105213862780 |
| 1994-11-01 | 291.544641904797 |
| 1994-12-01 | 292.388862398728 |
| 1995-01-01 | 296.493004666721 |
| 1995-02-01 | 296.638420766888 |
| 1995-03-01 | 296.693871345480 |
| 1995-04-01 | 298.370034691868 |
| 1995-05-01 | 298.532331266880 |
| 1995-06-01 | 299.916967687668 |
| 1995-07-01 | 300.739584502489 |
| 1995-08-01 | 303.214925807757 |
| 1995-09-01 | 305.129252632962 |
| 1995-10-01 | 307.430841856722 |
| 1995-11-01 | 309.585328047701 |
| 1995-12-01 | 310.887489819900 |
| 1996-01-01 | 310.183058383990 |
| 1996-02-01 | 309.682034040789 |
| 1996-03-01 | 313.998418658914 |
| 1996-04-01 | 313.473936345379 |
| 1996-05-01 | 316.142083880385 |
| 1996-06-01 | 316.594047762669 |
| 1996-07-01 | 315.992382377855 |
| 1996-08-01 | 319.809715945940 |
| 1996-09-01 | 319.009324335164 |
| 1996-10-01 | 318.985581636545 |
| 1996-11-01 | 319.360357054110 |
| 1996-12-01 | 319.948878811610 |
| 1997-01-01 | 320.108672027973 |
| 1997-02-01 | 320.732334147392 |
| 1997-03-01 | 321.944171314139 |
| 1997-04-01 | 320.453773260567 |
| 1997-05-01 | 321.929486879535 |
| 1997-06-01 | 324.355653965710 |
| 1997-07-01 | 323.743239196645 |
| 1997-08-01 | 323.888576187831 |
| 1997-09-01 | 325.568634424334 |
| 1997-10-01 | 326.798709841891 |
| 1997-11-01 | 327.007596561169 |
| 1997-12-01 | 328.484716582195 |
| 1998-01-01 | 329.070640209196 |
| 1998-02-01 | 329.450987779069 |
| 1998-03-01 | 329.496103592100 |
| 1998-04-01 | 332.461875681491 |
| 1998-05-01 | 333.105438564154 |
| 1998-06-01 | 333.669027270132 |
| 1998-07-01 | 335.022064365169 |
| 1998-08-01 | 334.619866829014 |
| 1998-09-01 | 335.351970743994 |
| 1998-10-01 | 336.492112437394 |
| 1998-11-01 | 337.505431051457 |
| 1998-12-01 | 338.791316565553 |
| 1999-01-01 | 340.761365065909 |
| 1999-02-01 | 342.327308522902 |
| 1999-03-01 | 343.140817190323 |
| 1999-04-01 | 340.940270681284 |
| 1999-05-01 | 341.678502905451 |
| 1999-06-01 | 342.245355347595 |
| 1999-07-01 | 344.457520497680 |
| 1999-08-01 | 345.163102327728 |
| 1999-09-01 | 345.130621763631 |
| 1999-10-01 | 346.988407549406 |
| 1999-11-01 | 349.115285263872 |
| 1999-12-01 | 351.665181409919 |
| 2000-01-01 | 351.049420068384 |
| 2000-02-01 | 351.015021992988 |
| 2000-03-01 | 351.487791620904 |
| 2000-04-01 | 353.413760082406 |
| 2000-05-01 | 354.696036342527 |
| 2000-06-01 | 355.421689677560 |
| 2000-07-01 | 356.599378156223 |
| 2000-08-01 | 357.740518331147 |
| 2000-09-01 | 359.596794545953 |
| 2000-10-01 | 359.817067335660 |
| 2000-11-01 | 359.597522104144 |
| 2000-12-01 | 359.213018506953 |
| 2001-01-01 | 360.516273296761 |
| 2001-02-01 | 360.671789826956 |
| 2001-03-01 | 361.602751873010 |
| 2001-04-01 | 363.123003486041 |
| 2001-05-01 | 362.842582886641 |
| 2001-06-01 | 365.251065539316 |
| 2001-07-01 | 361.841058644347 |
| 2001-08-01 | 363.010112458021 |
| 2001-09-01 | 362.137734051568 |
| 2001-10-01 | 361.499215552898 |
| 2001-11-01 | 361.371300340576 |
| 2001-12-01 | 361.638184295813 |
| 2002-01-01 | 361.896237040518 |
| 2002-02-01 | 363.233096857503 |
| 2002-03-01 | 364.109170217519 |
| 2002-04-01 | 364.236049674848 |
| 2002-05-01 | 365.427080979662 |
| 2002-06-01 | 365.426130465520 |
| 2002-07-01 | 364.936860994251 |
| 2002-08-01 | 365.694479362887 |
| 2002-09-01 | 365.167359074172 |
| 2002-10-01 | 364.430031330419 |
| 2002-11-01 | 364.188365450209 |
| 2002-12-01 | 363.593961511056 |
| 2003-01-01 | 360.834883638248 |
| 2003-02-01 | 359.633177457243 |
| 2003-03-01 | 358.317521268374 |
| 2003-04-01 | 357.499227819047 |
| 2003-05-01 | 358.568247912647 |
| 2003-06-01 | 357.342468808372 |
| 2003-07-01 | 357.373764700566 |
| 2003-08-01 | 358.168248642648 |
| 2003-09-01 | 358.453378240938 |
| 2003-10-01 | 361.206304864627 |
| 2003-11-01 | 359.706889747659 |
| 2003-12-01 | 359.784013097426 |
| 2004-01-01 | 362.716886368919 |
| 2004-02-01 | 362.266171667357 |
| 2004-03-01 | 363.238760714255 |
| 2004-04-01 | 363.978190411482 |
| 2004-05-01 | 363.515135579954 |
| 2004-06-01 | 363.612609864515 |
| 2004-07-01 | 364.821487017846 |
| 2004-08-01 | 363.323543957915 |
| 2004-09-01 | 364.469756772222 |
| 2004-10-01 | 367.451861658382 |
| 2004-11-01 | 366.616268392221 |
| 2004-12-01 | 367.170521146014 |
| 2005-01-01 | 366.027522707337 |
| 2005-02-01 | 367.590928963735 |
| 2005-03-01 | 368.290872708869 |
| 2005-04-01 | 371.233230303973 |
| 2005-05-01 | 370.941541528606 |
| 2005-06-01 | 371.873338524286 |
| 2005-07-01 | 373.027968647772 |
| 2005-08-01 | 373.608087012492 |
| 2005-09-01 | 374.338657655539 |
| 2005-10-01 | 373.838242768103 |
| 2005-11-01 | 374.902660240082 |
| 2005-12-01 | 375.458806669167 |
| 2006-01-01 | 375.138887822406 |
| 2006-02-01 | 375.470992535500 |
| 2006-03-01 | 376.406331826509 |
| 2006-04-01 | 375.619269879796 |
| 2006-05-01 | 376.315004725686 |
| 2006-06-01 | 377.448284044498 |
| 2006-07-01 | 377.554166438010 |
| 2006-08-01 | 378.104497922526 |
| 2006-09-01 | 379.077933505468 |
| 2006-10-01 | 376.816452392448 |
| 2006-11-01 | 375.815397086409 |
| 2006-12-01 | 377.458415762784 |
| 2007-01-01 | 378.516222888088 |
| 2007-02-01 | 380.299449760063 |
| 2007-03-01 | 382.129393437131 |
| 2007-04-01 | 380.224136992707 |
| 2007-05-01 | 381.083164347445 |
| 2007-06-01 | 382.011201343286 |
| 2007-07-01 | 380.906159418733 |
| 2007-08-01 | 382.781733990886 |
| 2007-09-01 | 382.835338301428 |
| 2007-10-01 | 384.026455528681 |
| 2007-11-01 | 385.340291972871 |
| 2007-12-01 | 384.414838691448 |
| 2008-01-01 | 386.454104336278 |
| 2008-02-01 | 387.044296935311 |
| 2008-03-01 | 385.986491467517 |
| 2008-04-01 | 386.196628842305 |
| 2008-05-01 | 386.355095925405 |
| 2008-06-01 | 385.734404368770 |
| 2008-07-01 | 386.178904877331 |
| 2008-08-01 | 385.467814438889 |
| 2008-09-01 | 386.596361805432 |
| 2008-10-01 | 386.784170923582 |
| 2008-11-01 | 386.096585786220 |
| 2008-12-01 | 385.972830147445 |
| 2009-01-01 | 384.333641743104 |
| 2009-02-01 | 382.793075398690 |
| 2009-03-01 | 381.110906434528 |
| 2009-04-01 | 378.814246138713 |
| 2009-05-01 | 376.687299074771 |
| 2009-06-01 | 376.454570143224 |
| 2009-07-01 | 376.249326337312 |
| 2009-08-01 | 374.510296401582 |
| 2009-09-01 | 374.026763650541 |
| 2009-10-01 | 372.418328770516 |
| 2009-11-01 | 371.440660725725 |
| 2009-12-01 | 370.862027884382 |
| 2010-01-01 | 371.681111809210 |
| 2010-02-01 | 370.970949423337 |
| 2010-03-01 | 372.315256916865 |
| 2010-04-01 | 373.616663092903 |
| 2010-05-01 | 373.527878468358 |
| 2010-06-01 | 374.882928463117 |
| 2010-07-01 | 375.366400824196 |
| 2010-08-01 | 376.384438689007 |
| 2010-09-01 | 376.871515722987 |
| 2010-10-01 | 378.956591812514 |
| 2010-11-01 | 379.620415807174 |
| 2010-12-01 | 380.262748676550 |
| 2011-01-01 | 379.773571219929 |
| 2011-02-01 | 378.345728138416 |
| 2011-03-01 | 381.014172005421 |
| 2011-04-01 | 384.200808008559 |
| 2011-05-01 | 383.032904340678 |
| 2011-06-01 | 383.289468560266 |
| 2011-07-01 | 384.146172728671 |
| 2011-08-01 | 385.355175231199 |
| 2011-09-01 | 386.062135081281 |
| 2011-10-01 | 385.437003253707 |
| 2011-11-01 | 386.038831861279 |
| 2011-12-01 | 386.836001323506 |
| 2012-01-01 | 388.093942536546 |
| 2012-02-01 | 389.684586927473 |
| 2012-03-01 | 390.413088757845 |
| 2012-04-01 | 390.900998303496 |
| 2012-05-01 | 391.092541734941 |
| 2012-06-01 | 392.290875454936 |
| 2012-07-01 | 389.796007078542 |
| 2012-08-01 | 391.030753520092 |
| 2012-09-01 | 391.017165242841 |
| 2012-10-01 | 393.307725534031 |
| 2012-11-01 | 394.152582773034 |
| 2012-12-01 | 394.941310161765 |
| 2013-01-01 | 395.316651331378 |
| 2013-02-01 | 396.735457533083 |
| 2013-03-01 | 397.592991999892 |
| 2013-04-01 | 397.689940882717 |
| 2013-05-01 | 399.376128996337 |
| 2013-06-01 | 399.934107007061 |
| 2013-07-01 | 400.321778129758 |
| 2013-08-01 | 401.840707157649 |
| 2013-09-01 | 402.567390623981 |
| 2013-10-01 | 403.342926014723 |
| 2013-11-01 | 405.705086085235 |
| 2013-12-01 | 403.488626856274 |
| 2014-01-01 | 405.291021185663 |
| 2014-02-01 | 405.052113801548 |
| 2014-03-01 | 406.312668556961 |
| 2014-04-01 | 407.159156600306 |
| 2014-05-01 | 407.899801802626 |
| 2014-06-01 | 408.063262192912 |
| 2014-07-01 | 408.934680999135 |
| 2014-08-01 | 409.864117185776 |
| 2014-09-01 | 410.248422268716 |
| 2014-10-01 | 411.188081139627 |
| 2014-11-01 | 411.782268081140 |
| 2014-12-01 | 413.189926303173 |
| 2015-01-01 | 414.147637188070 |
| 2015-02-01 | 414.595564254222 |
| 2015-03-01 | 414.284562207242 |
| 2015-04-01 | 415.312655628537 |
| 2015-05-01 | 416.172675334394 |
| 2015-06-01 | 418.322264015472 |
| 2015-07-01 | 418.535628012162 |
| 2015-08-01 | 418.952835719262 |
| 2015-09-01 | 418.245741183785 |
| 2015-10-01 | 418.829134447463 |
| 2015-11-01 | 419.211168245932 |
| 2015-12-01 | 420.218717135122 |
| 2016-01-01 | 420.410198829322 |
| 2016-02-01 | 421.415579637076 |
| 2016-03-01 | 420.339517289911 |
| 2016-04-01 | 421.190693053443 |
| 2016-05-01 | 420.322633646593 |
| 2016-06-01 | 419.657084728183 |
| 2016-07-01 | 421.135077826140 |
| 2016-08-01 | 422.146768489427 |
| 2016-09-01 | 421.801187931372 |
| 2016-10-01 | 421.144530521896 |
| 2016-11-01 | 421.476065797119 |
| 2016-12-01 | 421.155776697393 |
| 2017-01-01 | 419.817680620842 |
| 2017-02-01 | 421.521925676409 |
| 2017-03-01 | 423.490278572509 |
| 2017-04-01 | 424.663094023344 |
| 2017-05-01 | 425.116625072753 |
| 2017-06-01 | 427.453973956876 |
| 2017-07-01 | 427.736010224436 |
| 2017-08-01 | 428.248076410893 |
| 2017-09-01 | 429.217772915180 |
| 2017-10-01 | 429.676694215724 |
| 2017-11-01 | 430.493768444544 |
| 2017-12-01 | 431.090437735911 |
| 2018-01-01 | 431.744260244361 |
| 2018-02-01 | 432.647847443199 |
| 2018-03-01 | 433.935145983528 |
| 2018-04-01 | 433.716600368890 |
| 2018-05-01 | 435.952161038628 |
| 2018-06-01 | 437.018919277274 |
| 2018-07-01 | 437.053095670741 |
| 2018-08-01 | 437.509401952790 |
| 2018-09-01 | 437.865845423114 |
| 2018-10-01 | 437.739394068119 |
| 2018-11-01 | 437.282673767495 |
| 2018-12-01 | 438.338239477680 |
| 2019-01-01 | 440.427862478457 |
| 2019-02-01 | 441.781597626965 |
| 2019-03-01 | 442.008428729239 |
| 2019-04-01 | 444.016952224286 |
| 2019-05-01 | 444.863200979032 |
| 2019-06-01 | 445.097063444662 |
| 2019-07-01 | 446.338782997654 |
| 2019-08-01 | 446.864763514402 |
| 2019-09-01 | 448.524905489953 |
| 2019-10-01 | 449.078938054079 |
| 2019-11-01 | 450.830819691794 |
| 2019-12-01 | 451.585612085553 |
| 2020-01-01 | 451.700825378522 |
| 2020-02-01 | 452.401451832015 |
| 2020-03-01 | 447.482465057254 |
| 2020-04-01 | 385.231766489973 |
| 2020-05-01 | 406.124602733058 |
| 2020-06-01 | 422.825579001246 |
| 2020-07-01 | 424.290088913693 |
| 2020-08-01 | 427.910191839228 |
| 2020-09-01 | 428.921591719897 |
| 2020-10-01 | 434.674094881552 |
| 2020-11-01 | 436.713183621728 |
| 2020-12-01 | 437.632317717020 |
| 2021-01-01 | 438.061578532438 |
| 2021-02-01 | 435.130404923774 |
| 2021-03-01 | 439.158468490062 |
| 2021-04-01 | 439.519108677863 |
| 2021-05-01 | 441.166732895662 |
| 2021-06-01 | 444.046270864709 |
| 2021-07-01 | 447.119083474438 |
| 2021-08-01 | 446.894881718219 |
| 2021-09-01 | 447.260174287993 |
| 2021-10-01 | 452.521043691744 |
| 2021-11-01 | 453.601506977224 |
| 2021-12-01 | 455.206503929834 |
| 2022-01-01 | 455.553464897911 |
| 2022-02-01 | 458.501685833759 |
| 2022-03-01 | 457.980746905827 |
| 2022-04-01 | 462.223262824638 |
| 2022-05-01 | 464.373381466077 |
| 2022-06-01 | 465.134972450824 |
| 2022-07-01 | 469.227524782424 |
| 2022-08-01 | 470.596531027437 |
| 2022-09-01 | 473.518815944186 |
| 2022-10-01 | 473.907116685985 |
| 2022-11-01 | 474.902478439541 |
| 2022-12-01 | 477.065485842850 |
| 2023-01-01 | 480.795737003687 |
| 2023-02-01 | 481.639846941442 |
| 2023-03-01 | 482.290771202616 |
| 2023-04-01 | 483.056453124383 |
| 2023-05-01 | 483.811719829175 |
| 2023-06-01 | 485.737850822561 |
| 2023-07-01 | 484.820123365923 |
| 2023-08-01 | 486.190147173582 |
| 2023-09-01 | 487.475747128852 |
| 2023-10-01 | 487.025083253107 |
| 2023-11-01 | 488.106314295983 |
| 2023-12-01 | 489.285925862558 |
| 2024-01-01 | 488.283358443654 |
| 2024-02-01 | 490.559881742819 |
| 2024-03-01 | 491.298078944762 |
| 2024-04-01 | 492.634347194271 |
| 2024-05-01 | 493.062366077219 |
| 2024-06-01 | 493.179497128301 |
| 2024-07-01 | 494.210363881811 |
| 2024-08-01 | 496.129376965268 |
| 2024-09-01 | 495.186377218086 |
| 2024-10-01 | 497.289423022065 |
| 2024-11-01 | 498.065352871734 |
| 2024-12-01 | 497.803803439116 |
| 2025-01-01 | 498.591389421600 |
| 2025-02-01 | 498.861930477325 |
| 2025-03-01 | 499.756975747246 |
| 2025-04-01 | 499.883893041956 |
| 2025-05-01 | 501.325939392074 |
| 2025-06-01 | 498.099212137273 |
| 2025-07-01 | 496.740310119099 |
| 2025-08-01 | 495.893377537930 |
| 2025-09-01 | 496.198967295135 |
| 2025-10-01 | 496.705868053086 |
| 2025-11-01 | 495.910812984054 |
| 2025-12-01 | 496.425886110696 |
| 2026-01-01 | 498.528495167453 |
| 2026-02-01 | 498.590841135226 |