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 2026-06-01 |
| Last Updated | 2026-07-22 10:01 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 | 264.132135850387 |
| 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 | 271.943839089283 |
| 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 | 323.888576187831 |
| 1997-09-01 | 325.568634424333 |
| 1997-10-01 | 326.798709841891 |
| 1997-11-01 | 327.007596561169 |
| 1997-12-01 | 328.484716582195 |
| 1998-01-01 | 329.070640209197 |
| 1998-02-01 | 329.450987779070 |
| 1998-03-01 | 329.496103592102 |
| 1998-04-01 | 332.461875681493 |
| 1998-05-01 | 333.105438564156 |
| 1998-06-01 | 333.669027270133 |
| 1998-07-01 | 335.022064365162 |
| 1998-08-01 | 334.619866829009 |
| 1998-09-01 | 335.351970743987 |
| 1998-10-01 | 336.492112437390 |
| 1998-11-01 | 337.505431051458 |
| 1998-12-01 | 338.791316565559 |
| 1999-01-01 | 340.761365065918 |
| 1999-02-01 | 342.327308522909 |
| 1999-03-01 | 343.140817190326 |
| 1999-04-01 | 340.940270681287 |
| 1999-05-01 | 341.678502905457 |
| 1999-06-01 | 342.245355347602 |
| 1999-07-01 | 344.457520497671 |
| 1999-08-01 | 345.163102327717 |
| 1999-09-01 | 345.130621763608 |
| 1999-10-01 | 346.988407549384 |
| 1999-11-01 | 349.115285263866 |
| 1999-12-01 | 351.665181409927 |
| 2000-01-01 | 351.049420068399 |
| 2000-02-01 | 351.015021993007 |
| 2000-03-01 | 351.487791620921 |
| 2000-04-01 | 353.413760082434 |
| 2000-05-01 | 354.696036342552 |
| 2000-06-01 | 355.421689677594 |
| 2000-07-01 | 356.599378156210 |
| 2000-08-01 | 357.740518331120 |
| 2000-09-01 | 359.596794545910 |
| 2000-10-01 | 359.817067335544 |
| 2000-11-01 | 359.597522104054 |
| 2000-12-01 | 359.213018506955 |
| 2001-01-01 | 360.516273296889 |
| 2001-02-01 | 360.671789826915 |
| 2001-03-01 | 361.602751873080 |
| 2001-04-01 | 363.123003486187 |
| 2001-05-01 | 362.842582886770 |
| 2001-06-01 | 365.251065539389 |
| 2001-07-01 | 361.841058644442 |
| 2001-08-01 | 363.010112457691 |
| 2001-09-01 | 362.137734051462 |
| 2001-10-01 | 361.499215552573 |
| 2001-11-01 | 361.371300340494 |
| 2001-12-01 | 361.638184295947 |
| 2002-01-01 | 361.896237040490 |
| 2002-02-01 | 363.233096857330 |
| 2002-03-01 | 364.109170217509 |
| 2002-04-01 | 364.236049675935 |
| 2002-05-01 | 365.427080980218 |
| 2002-06-01 | 365.426130466072 |
| 2002-07-01 | 364.936860994538 |
| 2002-08-01 | 365.694479361644 |
| 2002-09-01 | 365.167359072888 |
| 2002-10-01 | 364.430031328447 |
| 2002-11-01 | 364.188365449292 |
| 2002-12-01 | 363.593961511757 |
| 2003-01-01 | 360.834883639554 |
| 2003-02-01 | 359.633177458644 |
| 2003-03-01 | 358.317521269486 |
| 2003-04-01 | 357.499227821416 |
| 2003-05-01 | 358.568247913223 |
| 2003-06-01 | 357.342468809021 |
| 2003-07-01 | 357.373764701394 |
| 2003-08-01 | 358.168248640864 |
| 2003-09-01 | 358.453378234373 |
| 2003-10-01 | 361.206304859530 |
| 2003-11-01 | 359.706889745824 |
| 2003-12-01 | 359.784013097913 |
| 2004-01-01 | 362.716886372293 |
| 2004-02-01 | 362.266171672938 |
| 2004-03-01 | 363.238760717618 |
| 2004-04-01 | 363.978190418066 |
| 2004-05-01 | 363.515135582150 |
| 2004-06-01 | 363.612609865347 |
| 2004-07-01 | 364.821487022765 |
| 2004-08-01 | 363.323543952671 |
| 2004-09-01 | 364.469756755287 |
| 2004-10-01 | 367.451861647671 |
| 2004-11-01 | 366.616268384327 |
| 2004-12-01 | 367.170521142535 |
| 2005-01-01 | 366.027522692576 |
| 2005-02-01 | 367.590929021894 |
| 2005-03-01 | 368.290872700087 |
| 2005-04-01 | 371.233230311693 |
| 2005-05-01 | 370.941541539173 |
| 2005-06-01 | 371.873338533611 |
| 2005-07-01 | 373.027968659892 |
| 2005-08-01 | 373.608087002974 |
| 2005-09-01 | 374.338657623500 |
| 2005-10-01 | 373.838242740905 |
| 2005-11-01 | 374.902660208537 |
| 2005-12-01 | 375.458806642222 |
| 2006-01-01 | 375.138887784407 |
| 2006-02-01 | 375.470992658639 |
| 2006-03-01 | 376.406331816881 |
| 2006-04-01 | 375.619269889381 |
| 2006-05-01 | 376.315004848413 |
| 2006-06-01 | 377.448284042729 |
| 2006-07-01 | 377.554166439560 |
| 2006-08-01 | 378.104497892487 |
| 2006-09-01 | 379.077933437904 |
| 2006-10-01 | 376.816452301258 |
| 2006-11-01 | 375.815396977250 |
| 2006-12-01 | 377.458415668035 |
| 2007-01-01 | 378.516222817557 |
| 2007-02-01 | 380.299450005092 |
| 2007-03-01 | 382.129393550464 |
| 2007-04-01 | 380.224137130829 |
| 2007-05-01 | 381.083164674332 |
| 2007-06-01 | 382.011201331213 |
| 2007-07-01 | 380.906159309803 |
| 2007-08-01 | 382.781733781651 |
| 2007-09-01 | 382.835338050438 |
| 2007-10-01 | 384.026455264958 |
| 2007-11-01 | 385.340291719660 |
| 2007-12-01 | 384.414838527586 |
| 2008-01-01 | 386.454104266154 |
| 2008-02-01 | 387.044297649629 |
| 2008-03-01 | 385.986491773943 |
| 2008-04-01 | 386.196629918015 |
| 2008-05-01 | 386.355096401613 |
| 2008-06-01 | 385.734404083640 |
| 2008-07-01 | 386.178904128013 |
| 2008-08-01 | 385.467813316648 |
| 2008-09-01 | 386.596360798341 |
| 2008-10-01 | 386.784170454385 |
| 2008-11-01 | 386.096585899379 |
| 2008-12-01 | 385.972830653128 |
| 2009-01-01 | 384.333642313253 |
| 2009-02-01 | 382.793076808342 |
| 2009-03-01 | 381.110906971463 |
| 2009-04-01 | 378.814248308239 |
| 2009-05-01 | 376.687299844293 |
| 2009-06-01 | 376.454569065818 |
| 2009-07-01 | 376.249323479033 |
| 2009-08-01 | 374.510294997838 |
| 2009-09-01 | 374.026758765877 |
| 2009-10-01 | 372.418329257861 |
| 2009-11-01 | 371.440662646400 |
| 2009-12-01 | 370.862030372901 |
| 2010-01-01 | 371.681113757492 |
| 2010-02-01 | 370.970951537260 |
| 2010-03-01 | 372.315257325219 |
| 2010-04-01 | 373.616666228900 |
| 2010-05-01 | 373.527880289537 |
| 2010-06-01 | 374.882927321980 |
| 2010-07-01 | 375.366396110245 |
| 2010-08-01 | 376.384436491687 |
| 2010-09-01 | 376.871503486363 |
| 2010-10-01 | 378.956586063897 |
| 2010-11-01 | 379.620413660129 |
| 2010-12-01 | 380.262763491575 |
| 2011-01-01 | 379.773572980468 |
| 2011-02-01 | 378.345738172798 |
| 2011-03-01 | 381.014183582791 |
| 2011-04-01 | 384.200818682533 |
| 2011-05-01 | 383.032905975703 |
| 2011-06-01 | 383.289460432854 |
| 2011-07-01 | 384.146157399654 |
| 2011-08-01 | 385.355162721076 |
| 2011-09-01 | 386.062102395843 |
| 2011-10-01 | 385.436977961314 |
| 2011-11-01 | 386.038816170004 |
| 2011-12-01 | 386.836034359379 |
| 2012-01-01 | 388.093969669037 |
| 2012-02-01 | 389.684655383927 |
| 2012-03-01 | 390.413157989479 |
| 2012-04-01 | 390.901026201922 |
| 2012-05-01 | 391.092507234197 |
| 2012-06-01 | 392.290799435433 |
| 2012-07-01 | 389.795931464798 |
| 2012-08-01 | 391.030713032846 |
| 2012-09-01 | 391.017116928597 |
| 2012-10-01 | 393.307682004179 |
| 2012-11-01 | 394.152562318647 |
| 2012-12-01 | 394.941385726265 |
| 2013-01-01 | 395.316722325380 |
| 2013-02-01 | 396.735589044555 |
| 2013-03-01 | 397.593370111531 |
| 2013-04-01 | 397.689947906410 |
| 2013-05-01 | 399.376011855173 |
| 2013-06-01 | 399.933697657451 |
| 2013-07-01 | 400.321623059188 |
| 2013-08-01 | 401.840607703612 |
| 2013-09-01 | 402.567364933537 |
| 2013-10-01 | 403.342908362425 |
| 2013-11-01 | 405.705065164135 |
| 2013-12-01 | 403.488760917438 |
| 2014-01-01 | 405.291265378938 |
| 2014-02-01 | 405.052321353141 |
| 2014-03-01 | 406.313411250924 |
| 2014-04-01 | 407.159321353985 |
| 2014-05-01 | 407.899926426307 |
| 2014-06-01 | 408.061263173236 |
| 2014-07-01 | 408.934743627911 |
| 2014-08-01 | 409.864091052110 |
| 2014-09-01 | 410.248431005024 |
| 2014-10-01 | 411.188102956651 |
| 2014-11-01 | 411.782385982583 |
| 2014-12-01 | 413.190303573296 |
| 2015-01-01 | 414.148249035029 |
| 2015-02-01 | 414.595999144471 |
| 2015-03-01 | 414.285654238383 |
| 2015-04-01 | 415.312721039044 |
| 2015-05-01 | 416.172519033998 |
| 2015-06-01 | 418.318084513137 |
| 2015-07-01 | 418.535761613726 |
| 2015-08-01 | 418.953171470612 |
| 2015-09-01 | 418.246344060440 |
| 2015-10-01 | 418.829733746039 |
| 2015-11-01 | 419.211765895933 |
| 2015-12-01 | 420.219547322796 |
| 2016-01-01 | 420.411428564264 |
| 2016-02-01 | 421.416408067947 |
| 2016-03-01 | 420.340395719747 |
| 2016-04-01 | 421.189826642187 |
| 2016-05-01 | 420.320624630937 |
| 2016-06-01 | 419.649568939437 |
| 2016-07-01 | 421.135068276384 |
| 2016-08-01 | 422.148801645929 |
| 2016-09-01 | 421.804441543105 |
| 2016-10-01 | 421.147386301375 |
| 2016-11-01 | 421.477837180602 |
| 2016-12-01 | 421.156754983247 |
| 2017-01-01 | 419.818820869814 |
| 2017-02-01 | 421.523098589916 |
| 2017-03-01 | 423.490868401686 |
| 2017-04-01 | 424.659636484774 |
| 2017-05-01 | 425.109386098757 |
| 2017-06-01 | 427.442570197141 |
| 2017-07-01 | 427.733170914112 |
| 2017-08-01 | 428.248427929728 |
| 2017-09-01 | 429.241513169659 |
| 2017-10-01 | 429.678909885628 |
| 2017-11-01 | 430.495986491909 |
| 2017-12-01 | 431.090329947031 |
| 2018-01-01 | 431.744474506652 |
| 2018-02-01 | 432.648802038062 |
| 2018-03-01 | 433.934169215091 |
| 2018-04-01 | 433.709018566421 |
| 2018-05-01 | 435.938871060644 |
| 2018-06-01 | 437.002716732303 |
| 2018-07-01 | 437.042942330345 |
| 2018-08-01 | 437.500700837736 |
| 2018-09-01 | 437.935253122050 |
| 2018-10-01 | 437.737327476231 |
| 2018-11-01 | 437.280811094728 |
| 2018-12-01 | 438.336273028935 |
| 2019-01-01 | 440.427548165216 |
| 2019-02-01 | 441.781421748812 |
| 2019-03-01 | 442.004359714352 |
| 2019-04-01 | 444.005531227798 |
| 2019-05-01 | 444.844027785492 |
| 2019-06-01 | 445.073099157385 |
| 2019-07-01 | 446.321650608846 |
| 2019-08-01 | 446.847246950746 |
| 2019-09-01 | 448.642803835025 |
| 2019-10-01 | 449.072491883008 |
| 2019-11-01 | 450.824172796535 |
| 2019-12-01 | 451.580449316558 |
| 2020-01-01 | 451.706220449935 |
| 2020-02-01 | 452.398727777290 |
| 2020-03-01 | 447.473654063921 |
| 2020-04-01 | 385.218397210438 |
| 2020-05-01 | 406.102835920015 |
| 2020-06-01 | 422.795932181612 |
| 2020-07-01 | 424.268958680017 |
| 2020-08-01 | 427.888437225934 |
| 2020-09-01 | 429.062856584794 |
| 2020-10-01 | 434.667148757930 |
| 2020-11-01 | 436.699915448828 |
| 2020-12-01 | 437.619217358395 |
| 2021-01-01 | 438.096833278656 |
| 2021-02-01 | 435.121968559680 |
| 2021-03-01 | 439.143887652832 |
| 2021-04-01 | 439.499186735760 |
| 2021-05-01 | 441.138380751948 |
| 2021-06-01 | 444.006091890963 |
| 2021-07-01 | 447.090583575915 |
| 2021-08-01 | 446.864736228397 |
| 2021-09-01 | 447.435586221657 |
| 2021-10-01 | 452.504020778567 |
| 2021-11-01 | 453.579557437299 |
| 2021-12-01 | 455.187811173604 |
| 2022-01-01 | 455.627592438348 |
| 2022-02-01 | 458.493912024525 |
| 2022-03-01 | 457.967207299608 |
| 2022-04-01 | 462.202887066654 |
| 2022-05-01 | 464.319901379566 |
| 2022-06-01 | 465.086456518791 |
| 2022-07-01 | 469.190710080036 |
| 2022-08-01 | 470.558811025594 |
| 2022-09-01 | 473.713743095332 |
| 2022-10-01 | 473.882435849182 |
| 2022-11-01 | 474.873870551860 |
| 2022-12-01 | 477.046255142129 |
| 2023-01-01 | 480.912453026002 |
| 2023-02-01 | 481.644484869691 |
| 2023-03-01 | 482.299805777415 |
| 2023-04-01 | 483.039899459229 |
| 2023-05-01 | 483.693498089828 |
| 2023-06-01 | 485.676668157003 |
| 2023-07-01 | 484.774977907033 |
| 2023-08-01 | 486.153501533939 |
| 2023-09-01 | 487.663929916994 |
| 2023-10-01 | 487.008284750990 |
| 2023-11-01 | 488.094321040557 |
| 2023-12-01 | 489.290257812603 |
| 2024-01-01 | 488.425897338572 |
| 2024-02-01 | 490.595988407937 |
| 2024-03-01 | 491.321793137693 |
| 2024-04-01 | 492.613666278060 |
| 2024-05-01 | 492.819601374556 |
| 2024-06-01 | 493.093832618199 |
| 2024-07-01 | 494.169662418375 |
| 2024-08-01 | 496.111401118664 |
| 2024-09-01 | 495.355991170791 |
| 2024-10-01 | 497.303377188008 |
| 2024-11-01 | 498.087231720267 |
| 2024-12-01 | 497.840102269180 |
| 2025-01-01 | 498.763724718970 |
| 2025-02-01 | 498.934909198874 |
| 2025-03-01 | 499.782540487222 |
| 2025-04-01 | 499.835676184811 |
| 2025-05-01 | 500.933853551992 |
| 2025-06-01 | 497.995495791591 |
| 2025-07-01 | 496.707999038045 |
| 2025-08-01 | 495.894801216602 |
| 2025-09-01 | 496.380330187543 |
| 2025-10-01 | 496.751064078905 |
| 2025-11-01 | 495.972866507114 |
| 2025-12-01 | 496.505180071176 |
| 2026-01-01 | 498.714360291496 |
| 2026-02-01 | 498.707085429519 |
| 2026-03-01 | 499.279366468754 |
| 2026-04-01 | 500.181891885303 |
| 2026-05-01 | 502.039840279179 |
| 2026-06-01 | 502.686822296547 |