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 2026-05-01 |
| Last Updated | 2026-06-24 10:09 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 | 267.417615868401 |
| 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 | 299.916967687669 |
| 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 | 321.944171314140 |
| 1997-04-01 | 320.453773260567 |
| 1997-05-01 | 321.929486879535 |
| 1997-06-01 | 324.355653965710 |
| 1997-07-01 | 323.743239196644 |
| 1997-08-01 | 323.888576187830 |
| 1997-09-01 | 325.568634424333 |
| 1997-10-01 | 326.798709841891 |
| 1997-11-01 | 327.007596561168 |
| 1997-12-01 | 328.484716582195 |
| 1998-01-01 | 329.070640209197 |
| 1998-02-01 | 329.450987779071 |
| 1998-03-01 | 329.496103592103 |
| 1998-04-01 | 332.461875681494 |
| 1998-05-01 | 333.105438564157 |
| 1998-06-01 | 333.669027270134 |
| 1998-07-01 | 335.022064365159 |
| 1998-08-01 | 334.619866829007 |
| 1998-09-01 | 335.351970743984 |
| 1998-10-01 | 336.492112437388 |
| 1998-11-01 | 337.505431051458 |
| 1998-12-01 | 338.791316565562 |
| 1999-01-01 | 340.761365065922 |
| 1999-02-01 | 342.327308522912 |
| 1999-03-01 | 343.140817190328 |
| 1999-04-01 | 340.940270681288 |
| 1999-05-01 | 341.678502905460 |
| 1999-06-01 | 342.245355347606 |
| 1999-07-01 | 344.457520497666 |
| 1999-08-01 | 345.163102327711 |
| 1999-09-01 | 345.130621763595 |
| 1999-10-01 | 346.988407549373 |
| 1999-11-01 | 349.115285263863 |
| 1999-12-01 | 351.665181409931 |
| 2000-01-01 | 351.049420068407 |
| 2000-02-01 | 351.015021993015 |
| 2000-03-01 | 351.487791620929 |
| 2000-04-01 | 353.413760082447 |
| 2000-05-01 | 354.696036342566 |
| 2000-06-01 | 355.421689677611 |
| 2000-07-01 | 356.599378156203 |
| 2000-08-01 | 357.740518331106 |
| 2000-09-01 | 359.596794545889 |
| 2000-10-01 | 359.817067335486 |
| 2000-11-01 | 359.597522104014 |
| 2000-12-01 | 359.213018506957 |
| 2001-01-01 | 360.516273296958 |
| 2001-02-01 | 360.671789826894 |
| 2001-03-01 | 361.602751873105 |
| 2001-04-01 | 363.123003486245 |
| 2001-05-01 | 362.842582886824 |
| 2001-06-01 | 365.251065539417 |
| 2001-07-01 | 361.841058644498 |
| 2001-08-01 | 363.010112457554 |
| 2001-09-01 | 362.137734051434 |
| 2001-10-01 | 361.499215552421 |
| 2001-11-01 | 361.371300340455 |
| 2001-12-01 | 361.638184296008 |
| 2002-01-01 | 361.896237040497 |
| 2002-02-01 | 363.233096857247 |
| 2002-03-01 | 364.109170217475 |
| 2002-04-01 | 364.236049676365 |
| 2002-05-01 | 365.427080980367 |
| 2002-06-01 | 365.426130466229 |
| 2002-07-01 | 364.936860994688 |
| 2002-08-01 | 365.694479361208 |
| 2002-09-01 | 365.167359072528 |
| 2002-10-01 | 364.430031327813 |
| 2002-11-01 | 364.188365449067 |
| 2002-12-01 | 363.593961512042 |
| 2003-01-01 | 360.834883639923 |
| 2003-02-01 | 359.633177458953 |
| 2003-03-01 | 358.317521269693 |
| 2003-04-01 | 357.499227822293 |
| 2003-05-01 | 358.568247913369 |
| 2003-06-01 | 357.342468809187 |
| 2003-07-01 | 357.373764701602 |
| 2003-08-01 | 358.168248639944 |
| 2003-09-01 | 358.453378232227 |
| 2003-10-01 | 361.206304858004 |
| 2003-11-01 | 359.706889745579 |
| 2003-12-01 | 359.784013098947 |
| 2004-01-01 | 362.716886374347 |
| 2004-02-01 | 362.266171675279 |
| 2004-03-01 | 363.238760717954 |
| 2004-04-01 | 363.978190419235 |
| 2004-05-01 | 363.515135581242 |
| 2004-06-01 | 363.612609864202 |
| 2004-07-01 | 364.821487024086 |
| 2004-08-01 | 363.323543950597 |
| 2004-09-01 | 364.469756750275 |
| 2004-10-01 | 367.451861644771 |
| 2004-11-01 | 366.616268383065 |
| 2004-12-01 | 367.170521145770 |
| 2005-01-01 | 366.027522692495 |
| 2005-02-01 | 367.590929040394 |
| 2005-03-01 | 368.290872696609 |
| 2005-04-01 | 371.233230310130 |
| 2005-05-01 | 370.941541535851 |
| 2005-06-01 | 371.873338530577 |
| 2005-07-01 | 373.027968661752 |
| 2005-08-01 | 373.608086999488 |
| 2005-09-01 | 374.338657615021 |
| 2005-10-01 | 373.838242734375 |
| 2005-11-01 | 374.902660204740 |
| 2005-12-01 | 375.458806648659 |
| 2006-01-01 | 375.138887784451 |
| 2006-02-01 | 375.470992698241 |
| 2006-03-01 | 376.406331815374 |
| 2006-04-01 | 375.619269891587 |
| 2006-05-01 | 376.315004825040 |
| 2006-06-01 | 377.448284041315 |
| 2006-07-01 | 377.554166441920 |
| 2006-08-01 | 378.104497883290 |
| 2006-09-01 | 379.077933419938 |
| 2006-10-01 | 376.816452283729 |
| 2006-11-01 | 375.815396968233 |
| 2006-12-01 | 377.458415686474 |
| 2007-01-01 | 378.516222838176 |
| 2007-02-01 | 380.299450092091 |
| 2007-03-01 | 382.129393569389 |
| 2007-04-01 | 380.224137129085 |
| 2007-05-01 | 381.083164590023 |
| 2007-06-01 | 382.011201282433 |
| 2007-07-01 | 380.906159286758 |
| 2007-08-01 | 382.781733778700 |
| 2007-09-01 | 382.835338061088 |
| 2007-10-01 | 384.026455279719 |
| 2007-11-01 | 385.340291728487 |
| 2007-12-01 | 384.414838552888 |
| 2008-01-01 | 386.454104285416 |
| 2008-02-01 | 387.044297836237 |
| 2008-03-01 | 385.986491739034 |
| 2008-04-01 | 386.196629839569 |
| 2008-05-01 | 386.355096160259 |
| 2008-06-01 | 385.734403957397 |
| 2008-07-01 | 386.178904170399 |
| 2008-08-01 | 385.467813565736 |
| 2008-09-01 | 386.596361082864 |
| 2008-10-01 | 386.784170550879 |
| 2008-11-01 | 386.096585721595 |
| 2008-12-01 | 385.972830372575 |
| 2009-01-01 | 384.333642118318 |
| 2009-02-01 | 382.793077044682 |
| 2009-03-01 | 381.110906922792 |
| 2009-04-01 | 378.814248255075 |
| 2009-05-01 | 376.687299729874 |
| 2009-06-01 | 376.454568571625 |
| 2009-07-01 | 376.249323541035 |
| 2009-08-01 | 374.510295729861 |
| 2009-09-01 | 374.026760583962 |
| 2009-10-01 | 372.418329092848 |
| 2009-11-01 | 371.440661751620 |
| 2009-12-01 | 370.862029238266 |
| 2010-01-01 | 371.681112963206 |
| 2010-02-01 | 370.970951718384 |
| 2010-03-01 | 372.315257526722 |
| 2010-04-01 | 373.616666502322 |
| 2010-05-01 | 373.527880342081 |
| 2010-06-01 | 374.882926600989 |
| 2010-07-01 | 375.366396330097 |
| 2010-08-01 | 376.384437269009 |
| 2010-09-01 | 376.871506470728 |
| 2010-10-01 | 378.956586305624 |
| 2010-11-01 | 379.620413127129 |
| 2010-12-01 | 380.262755655801 |
| 2011-01-01 | 379.773575677338 |
| 2011-02-01 | 378.345742314273 |
| 2011-03-01 | 381.014186716658 |
| 2011-04-01 | 384.200819414841 |
| 2011-05-01 | 383.032903826231 |
| 2011-06-01 | 383.289455069626 |
| 2011-07-01 | 384.146153390638 |
| 2011-08-01 | 385.355160805300 |
| 2011-09-01 | 386.062105324729 |
| 2011-10-01 | 385.436978248504 |
| 2011-11-01 | 386.038817561593 |
| 2011-12-01 | 386.836024700835 |
| 2012-01-01 | 388.093983740072 |
| 2012-02-01 | 389.684675518070 |
| 2012-03-01 | 390.413173133657 |
| 2012-04-01 | 390.901025921875 |
| 2012-05-01 | 391.092489717916 |
| 2012-06-01 | 392.290771333845 |
| 2012-07-01 | 389.795908414166 |
| 2012-08-01 | 391.030702586273 |
| 2012-09-01 | 391.017122473822 |
| 2012-10-01 | 393.307689604786 |
| 2012-11-01 | 394.152568865851 |
| 2012-12-01 | 394.941385169504 |
| 2013-01-01 | 395.316768458039 |
| 2013-02-01 | 396.735646065425 |
| 2013-03-01 | 397.593386350038 |
| 2013-04-01 | 397.689971671185 |
| 2013-05-01 | 399.376007505192 |
| 2013-06-01 | 399.933491425924 |
| 2013-07-01 | 400.321607651960 |
| 2013-08-01 | 401.840592241848 |
| 2013-09-01 | 402.567387940764 |
| 2013-10-01 | 403.342932255504 |
| 2013-11-01 | 405.705083317385 |
| 2013-12-01 | 403.488784070003 |
| 2014-01-01 | 405.291375012871 |
| 2014-02-01 | 405.052413589653 |
| 2014-03-01 | 406.313434331232 |
| 2014-04-01 | 407.159405981158 |
| 2014-05-01 | 407.900003093628 |
| 2014-06-01 | 408.060623086671 |
| 2014-07-01 | 408.934802877104 |
| 2014-08-01 | 409.864099187076 |
| 2014-09-01 | 410.248461758506 |
| 2014-10-01 | 411.188120567368 |
| 2014-11-01 | 411.782403706339 |
| 2014-12-01 | 413.190342918199 |
| 2015-01-01 | 414.148442073682 |
| 2015-02-01 | 414.596195026789 |
| 2015-03-01 | 414.285774394031 |
| 2015-04-01 | 415.312936028333 |
| 2015-05-01 | 416.172693511439 |
| 2015-06-01 | 418.316934465294 |
| 2015-07-01 | 418.535800682477 |
| 2015-08-01 | 418.953106597736 |
| 2015-09-01 | 418.246315163221 |
| 2015-10-01 | 418.829709859161 |
| 2015-11-01 | 419.211775068443 |
| 2015-12-01 | 420.219611649903 |
| 2016-01-01 | 420.411732953165 |
| 2016-02-01 | 421.416805791593 |
| 2016-03-01 | 420.340800143603 |
| 2016-04-01 | 421.190304528101 |
| 2016-05-01 | 420.320953470343 |
| 2016-06-01 | 419.648045845921 |
| 2016-07-01 | 421.134889760884 |
| 2016-08-01 | 422.148429460938 |
| 2016-09-01 | 421.804125005170 |
| 2016-10-01 | 421.147144287051 |
| 2016-11-01 | 421.477741358071 |
| 2016-12-01 | 421.156879863368 |
| 2017-01-01 | 419.819295809634 |
| 2017-02-01 | 421.523799560067 |
| 2017-03-01 | 423.491918333619 |
| 2017-04-01 | 424.661298682377 |
| 2017-05-01 | 425.109701880498 |
| 2017-06-01 | 427.440401953101 |
| 2017-07-01 | 427.732541771324 |
| 2017-08-01 | 428.247591453857 |
| 2017-09-01 | 429.239687885863 |
| 2017-10-01 | 429.678778344904 |
| 2017-11-01 | 430.496150868546 |
| 2017-12-01 | 431.090451782084 |
| 2018-01-01 | 431.745298199597 |
| 2018-02-01 | 432.649890540413 |
| 2018-03-01 | 433.936229385645 |
| 2018-04-01 | 433.712133959448 |
| 2018-05-01 | 435.939172656499 |
| 2018-06-01 | 436.999927818285 |
| 2018-07-01 | 437.041992051181 |
| 2018-08-01 | 437.499880906567 |
| 2018-09-01 | 437.930090838386 |
| 2018-10-01 | 437.736906399650 |
| 2018-11-01 | 437.281816983370 |
| 2018-12-01 | 438.336661730550 |
| 2019-01-01 | 440.428664357911 |
| 2019-02-01 | 441.782603363201 |
| 2019-03-01 | 442.009036290260 |
| 2019-04-01 | 444.009749858747 |
| 2019-05-01 | 444.844254898397 |
| 2019-06-01 | 445.068936149300 |
| 2019-07-01 | 446.320583868225 |
| 2019-08-01 | 446.846379829183 |
| 2019-09-01 | 448.634026173947 |
| 2019-10-01 | 449.071764430252 |
| 2019-11-01 | 450.826136417560 |
| 2019-12-01 | 451.581124481955 |
| 2020-01-01 | 451.708710235563 |
| 2020-02-01 | 452.400021769568 |
| 2020-03-01 | 447.480637376076 |
| 2020-04-01 | 385.221984969900 |
| 2020-05-01 | 406.102889825288 |
| 2020-06-01 | 422.791042416446 |
| 2020-07-01 | 424.267901041378 |
| 2020-08-01 | 427.887500481040 |
| 2020-09-01 | 429.051873567312 |
| 2020-10-01 | 434.665173807372 |
| 2020-11-01 | 436.701845716962 |
| 2020-12-01 | 437.620210890187 |
| 2021-01-01 | 438.101649183750 |
| 2021-02-01 | 435.124786984248 |
| 2021-03-01 | 439.154192488065 |
| 2021-04-01 | 439.503781922911 |
| 2021-05-01 | 441.137832857795 |
| 2021-06-01 | 443.998512294798 |
| 2021-07-01 | 447.087615231142 |
| 2021-08-01 | 446.861488426615 |
| 2021-09-01 | 447.420972255332 |
| 2021-10-01 | 452.500027086105 |
| 2021-11-01 | 453.581223283725 |
| 2021-12-01 | 455.190462403818 |
| 2022-01-01 | 455.637617980270 |
| 2022-02-01 | 458.502590382671 |
| 2022-03-01 | 457.984247014010 |
| 2022-04-01 | 462.212115172654 |
| 2022-05-01 | 464.310345742013 |
| 2022-06-01 | 465.077039976027 |
| 2022-07-01 | 469.182980916754 |
| 2022-08-01 | 470.549590871794 |
| 2022-09-01 | 473.693397062836 |
| 2022-10-01 | 473.874058889188 |
| 2022-11-01 | 474.874095171577 |
| 2022-12-01 | 477.052231512510 |
| 2023-01-01 | 480.930130164212 |
| 2023-02-01 | 481.663253430670 |
| 2023-03-01 | 482.330912508754 |
| 2023-04-01 | 483.068864627616 |
| 2023-05-01 | 483.669326286499 |
| 2023-06-01 | 485.652449404210 |
| 2023-07-01 | 484.757311584029 |
| 2023-08-01 | 486.134602988931 |
| 2023-09-01 | 487.637612517055 |
| 2023-10-01 | 486.995071111600 |
| 2023-11-01 | 488.094081432720 |
| 2023-12-01 | 489.301062594656 |
| 2024-01-01 | 488.452290480275 |
| 2024-02-01 | 490.631988958185 |
| 2024-03-01 | 491.371791280648 |
| 2024-04-01 | 492.658454762470 |
| 2024-05-01 | 492.754698036552 |
| 2024-06-01 | 493.081519767714 |
| 2024-07-01 | 494.139903104599 |
| 2024-08-01 | 496.081566777855 |
| 2024-09-01 | 495.324094434802 |
| 2024-10-01 | 497.284815515726 |
| 2024-11-01 | 498.084742878976 |
| 2024-12-01 | 497.854446445471 |
| 2025-01-01 | 498.798459149757 |
| 2025-02-01 | 498.989624061841 |
| 2025-03-01 | 499.853352736415 |
| 2025-04-01 | 499.897677924785 |
| 2025-05-01 | 500.826324387173 |
| 2025-06-01 | 497.990780196893 |
| 2025-07-01 | 496.666922801293 |
| 2025-08-01 | 495.856614780719 |
| 2025-09-01 | 496.343877830140 |
| 2025-10-01 | 496.729902402156 |
| 2025-11-01 | 495.970298122671 |
| 2025-12-01 | 496.521022798942 |
| 2026-01-01 | 498.751816443505 |
| 2026-02-01 | 498.775669614228 |
| 2026-03-01 | 499.363896641431 |
| 2026-04-01 | 500.245536842714 |
| 2026-05-01 | 502.381548924848 |