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 2026-04-01 |
| Last Updated | 2026-05-26 1:15 PM 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 | 264.132135850387 |
| 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 | 319.809715945941 |
| 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 | 329.496103592099 |
| 1998-04-01 | 332.461875681490 |
| 1998-05-01 | 333.105438564153 |
| 1998-06-01 | 333.669027270132 |
| 1998-07-01 | 335.022064365171 |
| 1998-08-01 | 334.619866829015 |
| 1998-09-01 | 335.351970743997 |
| 1998-10-01 | 336.492112437396 |
| 1998-11-01 | 337.505431051456 |
| 1998-12-01 | 338.791316565550 |
| 1999-01-01 | 340.761365065906 |
| 1999-02-01 | 342.327308522900 |
| 1999-03-01 | 343.140817190322 |
| 1999-04-01 | 340.940270681284 |
| 1999-05-01 | 341.678502905449 |
| 1999-06-01 | 342.245355347593 |
| 1999-07-01 | 344.457520497684 |
| 1999-08-01 | 345.163102327732 |
| 1999-09-01 | 345.130621763639 |
| 1999-10-01 | 346.988407549413 |
| 1999-11-01 | 349.115285263873 |
| 1999-12-01 | 351.665181409916 |
| 2000-01-01 | 351.049420068379 |
| 2000-02-01 | 351.015021992982 |
| 2000-03-01 | 351.487791620898 |
| 2000-04-01 | 353.413760082397 |
| 2000-05-01 | 354.696036342522 |
| 2000-06-01 | 355.421689677548 |
| 2000-07-01 | 356.599378156227 |
| 2000-08-01 | 357.740518331156 |
| 2000-09-01 | 359.596794545967 |
| 2000-10-01 | 359.817067335696 |
| 2000-11-01 | 359.597522104174 |
| 2000-12-01 | 359.213018506952 |
| 2001-01-01 | 360.516273296719 |
| 2001-02-01 | 360.671789826969 |
| 2001-03-01 | 361.602751872983 |
| 2001-04-01 | 363.123003485991 |
| 2001-05-01 | 362.842582886607 |
| 2001-06-01 | 365.251065539299 |
| 2001-07-01 | 361.841058644320 |
| 2001-08-01 | 363.010112458138 |
| 2001-09-01 | 362.137734051595 |
| 2001-10-01 | 361.499215552974 |
| 2001-11-01 | 361.371300340571 |
| 2001-12-01 | 361.638184295726 |
| 2002-01-01 | 361.896237040510 |
| 2002-02-01 | 363.233096857568 |
| 2002-03-01 | 364.109170217586 |
| 2002-04-01 | 364.236049674606 |
| 2002-05-01 | 365.427080979729 |
| 2002-06-01 | 365.426130465575 |
| 2002-07-01 | 364.936860994232 |
| 2002-08-01 | 365.694479363119 |
| 2002-09-01 | 365.167359074119 |
| 2002-10-01 | 364.430031330200 |
| 2002-11-01 | 364.188365449755 |
| 2002-12-01 | 363.593961510715 |
| 2003-01-01 | 360.834883638521 |
| 2003-02-01 | 359.633177457887 |
| 2003-03-01 | 358.317521268989 |
| 2003-04-01 | 357.499227818750 |
| 2003-05-01 | 358.568247912734 |
| 2003-06-01 | 357.342468808401 |
| 2003-07-01 | 357.373764700540 |
| 2003-08-01 | 358.168248643117 |
| 2003-09-01 | 358.453378242182 |
| 2003-10-01 | 361.206304863643 |
| 2003-11-01 | 359.706889744832 |
| 2003-12-01 | 359.784013095607 |
| 2004-01-01 | 362.716886367920 |
| 2004-02-01 | 362.266171667590 |
| 2004-03-01 | 363.238760717060 |
| 2004-04-01 | 363.978190413374 |
| 2004-05-01 | 363.515135582969 |
| 2004-06-01 | 363.612609867155 |
| 2004-07-01 | 364.821487016888 |
| 2004-08-01 | 363.323543958224 |
| 2004-09-01 | 364.469756773503 |
| 2004-10-01 | 367.451861656129 |
| 2004-11-01 | 366.616268385713 |
| 2004-12-01 | 367.170521135680 |
| 2005-01-01 | 366.027522698146 |
| 2005-02-01 | 367.590928974309 |
| 2005-03-01 | 368.290872710512 |
| 2005-04-01 | 371.233230310838 |
| 2005-05-01 | 370.941541540873 |
| 2005-06-01 | 371.873338535396 |
| 2005-07-01 | 373.027968648086 |
| 2005-08-01 | 373.608087012358 |
| 2005-09-01 | 374.338657655450 |
| 2005-10-01 | 373.838242762641 |
| 2005-11-01 | 374.902660222425 |
| 2005-12-01 | 375.458806636846 |
| 2006-01-01 | 375.138887797697 |
| 2006-02-01 | 375.470992554807 |
| 2006-03-01 | 376.406331822721 |
| 2006-04-01 | 375.619269879797 |
| 2006-05-01 | 376.315004843381 |
| 2006-06-01 | 377.448284045190 |
| 2006-07-01 | 377.554166427921 |
| 2006-08-01 | 378.104497918292 |
| 2006-09-01 | 379.077933498445 |
| 2006-10-01 | 376.816452366772 |
| 2006-11-01 | 375.815397033417 |
| 2006-12-01 | 377.458415673423 |
| 2007-01-01 | 378.516222816569 |
| 2007-02-01 | 380.299449786766 |
| 2007-03-01 | 382.129393473862 |
| 2007-04-01 | 380.224137066858 |
| 2007-05-01 | 381.083164670239 |
| 2007-06-01 | 382.011201388538 |
| 2007-07-01 | 380.906159371154 |
| 2007-08-01 | 382.781733880937 |
| 2007-09-01 | 382.835338168192 |
| 2007-10-01 | 384.026455379427 |
| 2007-11-01 | 385.340291828438 |
| 2007-12-01 | 384.414838563827 |
| 2008-01-01 | 386.454104270386 |
| 2008-02-01 | 387.044297014465 |
| 2008-03-01 | 385.986491643094 |
| 2008-04-01 | 386.196629500311 |
| 2008-05-01 | 386.355096520847 |
| 2008-06-01 | 385.734404383296 |
| 2008-07-01 | 386.178904488817 |
| 2008-08-01 | 385.467813682768 |
| 2008-09-01 | 386.596361054537 |
| 2008-10-01 | 386.784170558381 |
| 2008-11-01 | 386.096585918229 |
| 2008-12-01 | 385.972830542769 |
| 2009-01-01 | 384.333642129338 |
| 2009-02-01 | 382.793075673980 |
| 2009-03-01 | 381.110906761309 |
| 2009-04-01 | 378.814247415350 |
| 2009-05-01 | 376.687299753076 |
| 2009-06-01 | 376.454570302764 |
| 2009-07-01 | 376.249324928581 |
| 2009-08-01 | 374.510295338112 |
| 2009-09-01 | 374.026759313604 |
| 2009-10-01 | 372.418329151725 |
| 2009-11-01 | 371.440662235605 |
| 2009-12-01 | 370.862029780698 |
| 2010-01-01 | 371.681113222128 |
| 2010-02-01 | 370.970949979188 |
| 2010-03-01 | 372.315257038619 |
| 2010-04-01 | 373.616664725115 |
| 2010-05-01 | 373.527879663998 |
| 2010-06-01 | 374.882929259545 |
| 2010-07-01 | 375.366398718616 |
| 2010-08-01 | 376.384437555417 |
| 2010-09-01 | 376.871506392765 |
| 2010-10-01 | 378.956588940183 |
| 2010-11-01 | 379.620414686269 |
| 2010-12-01 | 380.262759941934 |
| 2011-01-01 | 379.773570024259 |
| 2011-02-01 | 378.345729883256 |
| 2011-03-01 | 381.014175816812 |
| 2011-04-01 | 384.200813280790 |
| 2011-05-01 | 383.032907538278 |
| 2011-06-01 | 383.289470656513 |
| 2011-07-01 | 384.146169770499 |
| 2011-08-01 | 385.355170937036 |
| 2011-09-01 | 386.062112123783 |
| 2011-10-01 | 385.436986151316 |
| 2011-11-01 | 386.038818504689 |
| 2011-12-01 | 386.836022006563 |
| 2012-01-01 | 388.093952878656 |
| 2012-02-01 | 389.684621770203 |
| 2012-03-01 | 390.413126783523 |
| 2012-04-01 | 390.901013358494 |
| 2012-05-01 | 391.092523235969 |
| 2012-06-01 | 392.290839427519 |
| 2012-07-01 | 389.795974073755 |
| 2012-08-01 | 391.030739538424 |
| 2012-09-01 | 391.017136254273 |
| 2012-10-01 | 393.307695551742 |
| 2012-11-01 | 394.152563630937 |
| 2012-12-01 | 394.941351021792 |
| 2013-01-01 | 395.316675764344 |
| 2013-02-01 | 396.735529207360 |
| 2013-03-01 | 397.593250780574 |
| 2013-04-01 | 397.689912779430 |
| 2013-05-01 | 399.375997775728 |
| 2013-06-01 | 399.933983766788 |
| 2013-07-01 | 400.321629891879 |
| 2013-08-01 | 401.840696141230 |
| 2013-09-01 | 402.567367406324 |
| 2013-10-01 | 403.342912300102 |
| 2013-11-01 | 405.705061799573 |
| 2013-12-01 | 403.488719198074 |
| 2014-01-01 | 405.291089648147 |
| 2014-02-01 | 405.052248951063 |
| 2014-03-01 | 406.313200437026 |
| 2014-04-01 | 407.159242053018 |
| 2014-05-01 | 407.899849747573 |
| 2014-06-01 | 408.061934872207 |
| 2014-07-01 | 408.934708881429 |
| 2014-08-01 | 409.864269780983 |
| 2014-09-01 | 410.248464123950 |
| 2014-10-01 | 411.188136985606 |
| 2014-11-01 | 411.782381326527 |
| 2014-12-01 | 413.190200758225 |
| 2015-01-01 | 414.147817179550 |
| 2015-02-01 | 414.595766282704 |
| 2015-03-01 | 414.285249657429 |
| 2015-04-01 | 415.312591788826 |
| 2015-05-01 | 416.172449755827 |
| 2015-06-01 | 418.319276071169 |
| 2015-07-01 | 418.535813448932 |
| 2015-08-01 | 418.953580250368 |
| 2015-09-01 | 418.246539348012 |
| 2015-10-01 | 418.829883399939 |
| 2015-11-01 | 419.211757502046 |
| 2015-12-01 | 420.219257232409 |
| 2016-01-01 | 420.410469909308 |
| 2016-02-01 | 421.415690766105 |
| 2016-03-01 | 420.339619908453 |
| 2016-04-01 | 421.189596075644 |
| 2016-05-01 | 420.320691952847 |
| 2016-06-01 | 419.651212927539 |
| 2016-07-01 | 421.135518243045 |
| 2016-08-01 | 422.149700374770 |
| 2016-09-01 | 421.805228725906 |
| 2016-10-01 | 421.148018781875 |
| 2016-11-01 | 421.477870701234 |
| 2016-12-01 | 421.156071855219 |
| 2017-01-01 | 419.817175704442 |
| 2017-02-01 | 421.521325789419 |
| 2017-03-01 | 423.487775184459 |
| 2017-04-01 | 424.659452278996 |
| 2017-05-01 | 425.111196391979 |
| 2017-06-01 | 427.444589897747 |
| 2017-07-01 | 427.733949331777 |
| 2017-08-01 | 428.249727287516 |
| 2017-09-01 | 429.244821009879 |
| 2017-10-01 | 429.680042542376 |
| 2017-11-01 | 430.495544462932 |
| 2017-12-01 | 431.089067061228 |
| 2018-01-01 | 431.741661468733 |
| 2018-02-01 | 432.645220529381 |
| 2018-03-01 | 433.928270718601 |
| 2018-04-01 | 433.708650837812 |
| 2018-05-01 | 435.942484056935 |
| 2018-06-01 | 437.004826259594 |
| 2018-07-01 | 437.045336782916 |
| 2018-08-01 | 437.501335010570 |
| 2018-09-01 | 437.943070552644 |
| 2018-10-01 | 437.740301872388 |
| 2018-11-01 | 437.278967762166 |
| 2018-12-01 | 438.333707242793 |
| 2019-01-01 | 440.423413490122 |
| 2019-02-01 | 441.776229270042 |
| 2019-03-01 | 441.993190920263 |
| 2019-04-01 | 444.005393234855 |
| 2019-05-01 | 444.849392623173 |
| 2019-06-01 | 445.077202091133 |
| 2019-07-01 | 446.325370039233 |
| 2019-08-01 | 446.847390877560 |
| 2019-09-01 | 448.655549187948 |
| 2019-10-01 | 449.077454329891 |
| 2019-11-01 | 450.821021043795 |
| 2019-12-01 | 451.576902561705 |
| 2020-01-01 | 451.697040871050 |
| 2020-02-01 | 452.392382001976 |
| 2020-03-01 | 447.459165063514 |
| 2020-04-01 | 385.218551613713 |
| 2020-05-01 | 406.108218787052 |
| 2020-06-01 | 422.802370631160 |
| 2020-07-01 | 424.274720477334 |
| 2020-08-01 | 427.889418174759 |
| 2020-09-01 | 429.078951453998 |
| 2020-10-01 | 434.674932401569 |
| 2020-11-01 | 436.696701112090 |
| 2020-12-01 | 437.614366455890 |
| 2021-01-01 | 438.075933568844 |
| 2021-02-01 | 435.112886381816 |
| 2021-03-01 | 439.125642045071 |
| 2021-04-01 | 439.501040155850 |
| 2021-05-01 | 441.148016702687 |
| 2021-06-01 | 444.019666162368 |
| 2021-07-01 | 447.100207063401 |
| 2021-08-01 | 446.868810902101 |
| 2021-09-01 | 447.456694645572 |
| 2021-10-01 | 452.515686920899 |
| 2021-11-01 | 453.577333697421 |
| 2021-12-01 | 455.178609480993 |
| 2022-01-01 | 455.586531662962 |
| 2022-02-01 | 458.472126951701 |
| 2022-03-01 | 457.940254907286 |
| 2022-04-01 | 462.201606219223 |
| 2022-05-01 | 464.354774416975 |
| 2022-06-01 | 465.109057465444 |
| 2022-07-01 | 469.209475780549 |
| 2022-08-01 | 470.570258193497 |
| 2022-09-01 | 473.742253069436 |
| 2022-10-01 | 473.900166654370 |
| 2022-11-01 | 474.870875621090 |
| 2022-12-01 | 477.027260265419 |
| 2023-01-01 | 480.845237230607 |
| 2023-02-01 | 481.591930005568 |
| 2023-03-01 | 482.227719034217 |
| 2023-04-01 | 483.046583613271 |
| 2023-05-01 | 483.795899081822 |
| 2023-06-01 | 485.713797285163 |
| 2023-07-01 | 484.808872740067 |
| 2023-08-01 | 486.178929838175 |
| 2023-09-01 | 487.698105589128 |
| 2023-10-01 | 487.027983759026 |
| 2023-11-01 | 488.085941391670 |
| 2023-12-01 | 489.251273868369 |
| 2024-01-01 | 488.330042782935 |
| 2024-02-01 | 490.505416169672 |
| 2024-03-01 | 491.186339341756 |
| 2024-04-01 | 492.587411256915 |
| 2024-05-01 | 493.056640296165 |
| 2024-06-01 | 493.169306974353 |
| 2024-07-01 | 494.218171507497 |
| 2024-08-01 | 496.150311847089 |
| 2024-09-01 | 495.392132366170 |
| 2024-10-01 | 497.318437213240 |
| 2024-11-01 | 498.065700079217 |
| 2024-12-01 | 497.776586961746 |
| 2025-01-01 | 498.639874062769 |
| 2025-02-01 | 498.804127423860 |
| 2025-03-01 | 499.570791104381 |
| 2025-04-01 | 499.771861368796 |
| 2025-05-01 | 501.336908060501 |
| 2025-06-01 | 498.107077686936 |
| 2025-07-01 | 496.767689556668 |
| 2025-08-01 | 495.942624641198 |
| 2025-09-01 | 496.415194835510 |
| 2025-10-01 | 496.756244117304 |
| 2025-11-01 | 495.935913837549 |
| 2025-12-01 | 496.415657544421 |
| 2026-01-01 | 498.567783176826 |
| 2026-02-01 | 498.544107830129 |
| 2026-03-01 | 499.010864289031 |
| 2026-04-01 | 498.959123409110 |