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 2026-07-01 |
| Last Updated | 2026-08-21 6:48 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 | 266.105653362289 |
| 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 | 316.142083880384 |
| 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 | 329.450987779070 |
| 1998-03-01 | 329.496103592102 |
| 1998-04-01 | 332.461875681494 |
| 1998-05-01 | 333.105438564157 |
| 1998-06-01 | 333.669027270133 |
| 1998-07-01 | 335.022064365160 |
| 1998-08-01 | 334.619866829008 |
| 1998-09-01 | 335.351970743985 |
| 1998-10-01 | 336.492112437388 |
| 1998-11-01 | 337.505431051458 |
| 1998-12-01 | 338.791316565561 |
| 1999-01-01 | 340.761365065921 |
| 1999-02-01 | 342.327308522911 |
| 1999-03-01 | 343.140817190327 |
| 1999-04-01 | 340.940270681287 |
| 1999-05-01 | 341.678502905458 |
| 1999-06-01 | 342.245355347605 |
| 1999-07-01 | 344.457520497667 |
| 1999-08-01 | 345.163102327713 |
| 1999-09-01 | 345.130621763600 |
| 1999-10-01 | 346.988407549377 |
| 1999-11-01 | 349.115285263865 |
| 1999-12-01 | 351.665181409930 |
| 2000-01-01 | 351.049420068404 |
| 2000-02-01 | 351.015021993013 |
| 2000-03-01 | 351.487791620927 |
| 2000-04-01 | 353.413760082443 |
| 2000-05-01 | 354.696036342560 |
| 2000-06-01 | 355.421689677605 |
| 2000-07-01 | 356.599378156205 |
| 2000-08-01 | 357.740518331112 |
| 2000-09-01 | 359.596794545896 |
| 2000-10-01 | 359.817067335505 |
| 2000-11-01 | 359.597522104025 |
| 2000-12-01 | 359.213018506956 |
| 2001-01-01 | 360.516273296929 |
| 2001-02-01 | 360.671789826901 |
| 2001-03-01 | 361.602751873102 |
| 2001-04-01 | 363.123003486235 |
| 2001-05-01 | 362.842582886816 |
| 2001-06-01 | 365.251065539417 |
| 2001-07-01 | 361.841058644472 |
| 2001-08-01 | 363.010112457586 |
| 2001-09-01 | 362.137734051421 |
| 2001-10-01 | 361.499215552457 |
| 2001-11-01 | 361.371300340460 |
| 2001-12-01 | 361.638184295992 |
| 2002-01-01 | 361.896237040495 |
| 2002-02-01 | 363.233096857287 |
| 2002-03-01 | 364.109170217518 |
| 2002-04-01 | 364.236049676272 |
| 2002-05-01 | 365.427080980365 |
| 2002-06-01 | 365.426130466203 |
| 2002-07-01 | 364.936860994596 |
| 2002-08-01 | 365.694479361274 |
| 2002-09-01 | 365.167359072550 |
| 2002-10-01 | 364.430031327954 |
| 2002-11-01 | 364.188365449114 |
| 2002-12-01 | 363.593961511974 |
| 2003-01-01 | 360.834883639847 |
| 2003-02-01 | 359.633177458910 |
| 2003-03-01 | 358.317521269739 |
| 2003-04-01 | 357.499227822147 |
| 2003-05-01 | 358.568247913395 |
| 2003-06-01 | 357.342468809155 |
| 2003-07-01 | 357.373764701533 |
| 2003-08-01 | 358.168248640288 |
| 2003-09-01 | 358.453378232260 |
| 2003-10-01 | 361.206304858451 |
| 2003-11-01 | 359.706889745847 |
| 2003-12-01 | 359.784013098429 |
| 2004-01-01 | 362.716886373500 |
| 2004-02-01 | 362.266171674484 |
| 2004-03-01 | 363.238760718217 |
| 2004-04-01 | 363.978190419328 |
| 2004-05-01 | 363.515135582039 |
| 2004-06-01 | 363.612609865008 |
| 2004-07-01 | 364.821487023336 |
| 2004-08-01 | 363.323543951453 |
| 2004-09-01 | 364.469756750550 |
| 2004-10-01 | 367.451861645636 |
| 2004-11-01 | 366.616268383781 |
| 2004-12-01 | 367.170521143665 |
| 2005-01-01 | 366.027522691530 |
| 2005-02-01 | 367.590929034756 |
| 2005-03-01 | 368.290872698161 |
| 2005-04-01 | 371.233230311803 |
| 2005-05-01 | 370.941541538550 |
| 2005-06-01 | 371.873338533019 |
| 2005-07-01 | 373.027968660782 |
| 2005-08-01 | 373.608087001041 |
| 2005-09-01 | 374.338657615743 |
| 2005-10-01 | 373.838242736551 |
| 2005-11-01 | 374.902660205827 |
| 2005-12-01 | 375.458806642980 |
| 2006-01-01 | 375.138887781354 |
| 2006-02-01 | 375.470992685350 |
| 2006-03-01 | 376.406331815290 |
| 2006-04-01 | 375.619269890991 |
| 2006-05-01 | 376.315004847237 |
| 2006-06-01 | 377.448284042333 |
| 2006-07-01 | 377.554166439948 |
| 2006-08-01 | 378.104497887549 |
| 2006-09-01 | 379.077933424544 |
| 2006-10-01 | 376.816452288420 |
| 2006-11-01 | 375.815396965989 |
| 2006-12-01 | 377.458415665744 |
| 2007-01-01 | 378.516222816214 |
| 2007-02-01 | 380.299450057703 |
| 2007-03-01 | 382.129393566972 |
| 2007-04-01 | 380.224137145942 |
| 2007-05-01 | 381.083164673355 |
| 2007-06-01 | 382.011201319864 |
| 2007-07-01 | 380.906159292083 |
| 2007-08-01 | 382.781733757691 |
| 2007-09-01 | 382.835338022739 |
| 2007-10-01 | 384.026455241535 |
| 2007-11-01 | 385.340291699658 |
| 2007-12-01 | 384.414838522888 |
| 2008-01-01 | 386.454104268830 |
| 2008-02-01 | 387.044297770480 |
| 2008-03-01 | 385.986491805861 |
| 2008-04-01 | 386.196630001801 |
| 2008-05-01 | 386.355096379368 |
| 2008-06-01 | 385.734404032145 |
| 2008-07-01 | 386.178904061317 |
| 2008-08-01 | 385.467813257526 |
| 2008-09-01 | 386.596360755936 |
| 2008-10-01 | 386.784170424317 |
| 2008-11-01 | 386.096585865854 |
| 2008-12-01 | 385.972830638970 |
| 2009-01-01 | 384.333642330914 |
| 2009-02-01 | 382.793077007715 |
| 2009-03-01 | 381.110907035648 |
| 2009-04-01 | 378.814248510476 |
| 2009-05-01 | 376.687299902193 |
| 2009-06-01 | 376.454568858797 |
| 2009-07-01 | 376.249323186476 |
| 2009-08-01 | 374.510295072584 |
| 2009-09-01 | 374.026758614122 |
| 2009-10-01 | 372.418329281767 |
| 2009-11-01 | 371.440662621356 |
| 2009-12-01 | 370.862030343289 |
| 2010-01-01 | 371.681113769694 |
| 2010-02-01 | 370.970951803218 |
| 2010-03-01 | 372.315257468740 |
| 2010-04-01 | 373.616666622708 |
| 2010-05-01 | 373.527880506585 |
| 2010-06-01 | 374.882927037799 |
| 2010-07-01 | 375.366395601639 |
| 2010-08-01 | 376.384436468408 |
| 2010-09-01 | 376.871502713789 |
| 2010-10-01 | 378.956585555295 |
| 2010-11-01 | 379.620413389091 |
| 2010-12-01 | 380.262763025899 |
| 2011-01-01 | 379.773574053778 |
| 2011-02-01 | 378.345740522500 |
| 2011-03-01 | 381.014185868774 |
| 2011-04-01 | 384.200820159259 |
| 2011-05-01 | 383.032905572383 |
| 2011-06-01 | 383.289457829714 |
| 2011-07-01 | 384.146154000685 |
| 2011-08-01 | 385.355160337151 |
| 2011-09-01 | 386.062099090421 |
| 2011-10-01 | 385.436975638561 |
| 2011-11-01 | 386.038815674348 |
| 2011-12-01 | 386.836036032201 |
| 2012-01-01 | 388.093976876053 |
| 2012-02-01 | 389.684668196107 |
| 2012-03-01 | 390.413169399525 |
| 2012-04-01 | 390.901029438148 |
| 2012-05-01 | 391.092499319917 |
| 2012-06-01 | 392.290783506698 |
| 2012-07-01 | 389.795915560834 |
| 2012-08-01 | 391.030703745046 |
| 2012-09-01 | 391.017111626749 |
| 2012-10-01 | 393.307679935165 |
| 2012-11-01 | 394.152563577186 |
| 2012-12-01 | 394.941395917741 |
| 2013-01-01 | 395.316744812293 |
| 2013-02-01 | 396.735620309126 |
| 2013-03-01 | 397.593406456275 |
| 2013-04-01 | 397.689959391825 |
| 2013-05-01 | 399.376004928614 |
| 2013-06-01 | 399.933592300988 |
| 2013-07-01 | 400.321607874507 |
| 2013-08-01 | 401.840577459566 |
| 2013-09-01 | 402.567369135016 |
| 2013-10-01 | 403.342914619998 |
| 2013-11-01 | 405.705070437134 |
| 2013-12-01 | 403.488782701824 |
| 2014-01-01 | 405.291333575058 |
| 2014-02-01 | 405.052370035249 |
| 2014-03-01 | 406.313477755836 |
| 2014-04-01 | 407.159366114382 |
| 2014-05-01 | 407.899965385729 |
| 2014-06-01 | 408.060895434062 |
| 2014-07-01 | 408.934768510615 |
| 2014-08-01 | 409.864053668236 |
| 2014-09-01 | 410.248438029238 |
| 2014-10-01 | 411.188106439783 |
| 2014-11-01 | 411.782399133414 |
| 2014-12-01 | 413.190350135661 |
| 2015-01-01 | 414.148387826053 |
| 2015-02-01 | 414.596106016262 |
| 2015-03-01 | 414.285792396298 |
| 2015-04-01 | 415.312819146266 |
| 2015-05-01 | 416.172586581618 |
| 2015-06-01 | 418.317391204497 |
| 2015-07-01 | 418.535773275590 |
| 2015-08-01 | 418.953087066843 |
| 2015-09-01 | 418.246337280710 |
| 2015-10-01 | 418.829732224599 |
| 2015-11-01 | 419.211795106767 |
| 2015-12-01 | 420.219645408251 |
| 2016-01-01 | 420.411689771836 |
| 2016-02-01 | 421.416652128005 |
| 2016-03-01 | 420.340666815713 |
| 2016-04-01 | 421.189998442448 |
| 2016-05-01 | 420.320655866476 |
| 2016-06-01 | 419.648520224577 |
| 2016-07-01 | 421.134940316161 |
| 2016-08-01 | 422.148626291393 |
| 2016-09-01 | 421.804413331133 |
| 2016-10-01 | 421.147403744077 |
| 2016-11-01 | 421.477887777396 |
| 2016-12-01 | 421.156912388167 |
| 2017-01-01 | 419.819247806165 |
| 2017-02-01 | 421.523655958920 |
| 2017-03-01 | 423.491304854463 |
| 2017-04-01 | 424.659952920539 |
| 2017-05-01 | 425.109512832289 |
| 2017-06-01 | 427.440800071568 |
| 2017-07-01 | 427.732549569212 |
| 2017-08-01 | 428.247933968074 |
| 2017-09-01 | 429.242045953257 |
| 2017-10-01 | 429.678985226576 |
| 2017-11-01 | 430.495999276398 |
| 2017-12-01 | 431.090594623280 |
| 2018-01-01 | 431.745106411270 |
| 2018-02-01 | 432.649749999367 |
| 2018-03-01 | 433.934776977569 |
| 2018-04-01 | 433.709425529343 |
| 2018-05-01 | 435.938959398039 |
| 2018-06-01 | 437.000110505125 |
| 2018-07-01 | 437.041744064915 |
| 2018-08-01 | 437.499619022618 |
| 2018-09-01 | 437.936796513342 |
| 2018-10-01 | 437.738007124954 |
| 2018-11-01 | 437.280555654252 |
| 2018-12-01 | 438.336514459139 |
| 2019-01-01 | 440.428308530806 |
| 2019-02-01 | 441.782672844278 |
| 2019-03-01 | 442.004936231165 |
| 2019-04-01 | 444.006161028601 |
| 2019-05-01 | 444.844374427836 |
| 2019-06-01 | 445.068877936567 |
| 2019-07-01 | 446.320206304612 |
| 2019-08-01 | 446.845833701532 |
| 2019-09-01 | 448.645621289675 |
| 2019-10-01 | 449.073947615048 |
| 2019-11-01 | 450.823696331084 |
| 2019-12-01 | 451.580512640432 |
| 2020-01-01 | 451.706786941108 |
| 2020-02-01 | 452.399854245482 |
| 2020-03-01 | 447.474072383599 |
| 2020-04-01 | 385.219104758016 |
| 2020-05-01 | 406.103331516165 |
| 2020-06-01 | 422.790994380244 |
| 2020-07-01 | 424.267712717431 |
| 2020-08-01 | 427.887022776200 |
| 2020-09-01 | 429.066113440955 |
| 2020-10-01 | 434.669376436602 |
| 2020-11-01 | 436.699761316287 |
| 2020-12-01 | 437.619844863304 |
| 2021-01-01 | 438.095779474857 |
| 2021-02-01 | 435.123485311696 |
| 2021-03-01 | 439.144188341152 |
| 2021-04-01 | 439.499601153635 |
| 2021-05-01 | 441.138336131128 |
| 2021-06-01 | 443.999391581461 |
| 2021-07-01 | 447.089343668506 |
| 2021-08-01 | 446.863854894311 |
| 2021-09-01 | 447.439414408867 |
| 2021-10-01 | 452.507487025451 |
| 2021-11-01 | 453.580821249775 |
| 2021-12-01 | 455.190239279277 |
| 2022-01-01 | 455.625990489861 |
| 2022-02-01 | 458.496682506883 |
| 2022-03-01 | 457.966625776625 |
| 2022-04-01 | 462.199532538702 |
| 2022-05-01 | 464.319246339004 |
| 2022-06-01 | 465.075789917146 |
| 2022-07-01 | 469.187991226420 |
| 2022-08-01 | 470.559040468450 |
| 2022-09-01 | 473.718551658907 |
| 2022-10-01 | 473.887960645556 |
| 2022-11-01 | 474.877931994392 |
| 2022-12-01 | 477.054266074161 |
| 2023-01-01 | 480.914277861140 |
| 2023-02-01 | 481.649805252998 |
| 2023-03-01 | 482.298398362845 |
| 2023-04-01 | 483.032622786504 |
| 2023-05-01 | 483.691291071552 |
| 2023-06-01 | 485.630773082543 |
| 2023-07-01 | 484.788343197095 |
| 2023-08-01 | 486.158778072974 |
| 2023-09-01 | 487.670842608169 |
| 2023-10-01 | 487.017008990947 |
| 2023-11-01 | 488.104215606711 |
| 2023-12-01 | 489.304467857628 |
| 2024-01-01 | 488.433486783430 |
| 2024-02-01 | 490.604410645667 |
| 2024-03-01 | 491.314019829912 |
| 2024-04-01 | 492.597251289686 |
| 2024-05-01 | 492.820128070804 |
| 2024-06-01 | 493.024087329977 |
| 2024-07-01 | 494.183010615378 |
| 2024-08-01 | 496.123343342339 |
| 2024-09-01 | 495.365953258449 |
| 2024-10-01 | 497.315478910967 |
| 2024-11-01 | 498.103765178347 |
| 2024-12-01 | 497.862409954799 |
| 2025-01-01 | 498.778483354486 |
| 2025-02-01 | 498.947288338852 |
| 2025-03-01 | 499.767910247218 |
| 2025-04-01 | 499.811164905440 |
| 2025-05-01 | 500.937612835212 |
| 2025-06-01 | 497.898605096081 |
| 2025-07-01 | 496.719964055375 |
| 2025-08-01 | 495.914223416341 |
| 2025-09-01 | 496.394093134036 |
| 2025-10-01 | 496.766683730515 |
| 2025-11-01 | 495.995701364547 |
| 2025-12-01 | 496.532952604055 |
| 2026-01-01 | 498.734917528747 |
| 2026-02-01 | 498.722185428613 |
| 2026-03-01 | 499.255948223338 |
| 2026-04-01 | 500.147274607827 |
| 2026-05-01 | 502.049040359016 |
| 2026-06-01 | 502.988682429902 |
| 2026-07-01 | 503.655009672466 |