Table Data - All Employees: Private Service Providing in Tulsa, OK (MSA)
| Title | All Employees: Private Service Providing in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461400800000001SA |
| 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 1:14 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 | 203.136733909882 |
| 1990-02-01 | 202.866844351344 |
| 1990-03-01 | 203.484577928623 |
| 1990-04-01 | 203.864304577015 |
| 1990-05-01 | 204.814260368044 |
| 1990-06-01 | 206.062052327878 |
| 1990-07-01 | 206.672169801324 |
| 1990-08-01 | 207.876416817449 |
| 1990-09-01 | 208.736725418093 |
| 1990-10-01 | 208.225360668152 |
| 1990-11-01 | 209.744248655704 |
| 1990-12-01 | 210.682040810213 |
| 1991-01-01 | 211.294294229736 |
| 1991-02-01 | 212.295033747575 |
| 1991-03-01 | 212.582890533420 |
| 1991-04-01 | 212.745635975971 |
| 1991-05-01 | 213.819345163876 |
| 1991-06-01 | 214.121567964005 |
| 1991-07-01 | 214.246631221655 |
| 1991-08-01 | 214.918849509378 |
| 1991-09-01 | 214.632505853563 |
| 1991-10-01 | 215.520092200307 |
| 1991-11-01 | 215.338917639289 |
| 1991-12-01 | 215.045864410514 |
| 1992-01-01 | 216.025096041940 |
| 1992-02-01 | 215.679444397091 |
| 1992-03-01 | 215.075469180743 |
| 1992-04-01 | 217.219086860417 |
| 1992-05-01 | 217.197012917301 |
| 1992-06-01 | 216.528247070600 |
| 1992-07-01 | 218.475224806517 |
| 1992-08-01 | 218.083574285601 |
| 1992-09-01 | 218.618521809742 |
| 1992-10-01 | 218.738625417340 |
| 1992-11-01 | 219.195318792192 |
| 1992-12-01 | 218.531782501850 |
| 1993-01-01 | 218.604081653267 |
| 1993-02-01 | 219.469796237199 |
| 1993-03-01 | 219.798245037424 |
| 1993-04-01 | 219.695066949387 |
| 1993-05-01 | 219.419095213791 |
| 1993-06-01 | 220.037041875915 |
| 1993-07-01 | 220.554714483316 |
| 1993-08-01 | 220.870169510190 |
| 1993-09-01 | 222.009240673160 |
| 1993-10-01 | 222.413804783093 |
| 1993-11-01 | 222.753881130249 |
| 1993-12-01 | 224.364514479984 |
| 1994-01-01 | 225.062503755287 |
| 1994-02-01 | 225.540970364284 |
| 1994-03-01 | 225.585448291423 |
| 1994-04-01 | 227.779500365349 |
| 1994-05-01 | 227.507770531367 |
| 1994-06-01 | 228.365741621509 |
| 1994-07-01 | 229.701807064151 |
| 1994-08-01 | 231.023757002729 |
| 1994-09-01 | 230.844259768094 |
| 1994-10-01 | 231.782127465402 |
| 1994-11-01 | 232.513550009875 |
| 1994-12-01 | 234.303106668052 |
| 1995-01-01 | 233.881799732338 |
| 1995-02-01 | 234.380230370451 |
| 1995-03-01 | 236.181391664947 |
| 1995-04-01 | 235.155910161519 |
| 1995-05-01 | 236.513095985567 |
| 1995-06-01 | 237.344350273959 |
| 1995-07-01 | 236.007511588736 |
| 1995-08-01 | 236.847490921923 |
| 1995-09-01 | 238.088425920291 |
| 1995-10-01 | 239.255697216711 |
| 1995-11-01 | 240.796198703790 |
| 1995-12-01 | 241.660046678348 |
| 1996-01-01 | 240.580197046173 |
| 1996-02-01 | 241.520419984015 |
| 1996-03-01 | 242.256585722629 |
| 1996-04-01 | 242.630435463326 |
| 1996-05-01 | 243.887148917984 |
| 1996-06-01 | 244.112357942813 |
| 1996-07-01 | 244.138008950991 |
| 1996-08-01 | 245.526710683339 |
| 1996-09-01 | 246.422896717668 |
| 1996-10-01 | 246.268503753181 |
| 1996-11-01 | 246.460212277109 |
| 1996-12-01 | 247.782710478490 |
| 1997-01-01 | 249.261449525882 |
| 1997-02-01 | 249.534391225375 |
| 1997-03-01 | 249.450378217532 |
| 1997-04-01 | 249.540649919184 |
| 1997-05-01 | 250.118092227007 |
| 1997-06-01 | 251.791620802807 |
| 1997-07-01 | 253.217215417207 |
| 1997-08-01 | 253.964637529575 |
| 1997-09-01 | 254.818190166829 |
| 1997-10-01 | 255.669610992926 |
| 1997-11-01 | 257.211605234914 |
| 1997-12-01 | 258.206268027307 |
| 1998-01-01 | 260.648645985436 |
| 1998-02-01 | 261.719881985527 |
| 1998-03-01 | 263.203175911188 |
| 1998-04-01 | 263.613516230848 |
| 1998-05-01 | 265.010297254570 |
| 1998-06-01 | 263.763944387387 |
| 1998-07-01 | 265.264259053581 |
| 1998-08-01 | 264.593784521442 |
| 1998-09-01 | 264.624352982542 |
| 1998-10-01 | 265.746170260689 |
| 1998-11-01 | 265.480479646276 |
| 1998-12-01 | 266.800008637148 |
| 1999-01-01 | 265.178253932581 |
| 1999-02-01 | 264.753501468775 |
| 1999-03-01 | 264.783265482490 |
| 1999-04-01 | 265.694161889436 |
| 1999-05-01 | 265.905172182011 |
| 1999-06-01 | 266.666561420812 |
| 1999-07-01 | 269.682886678054 |
| 1999-08-01 | 268.701502845980 |
| 1999-09-01 | 269.439635276312 |
| 1999-10-01 | 270.344567570089 |
| 1999-11-01 | 270.787538606202 |
| 1999-12-01 | 271.242702816351 |
| 2000-01-01 | 271.011999885185 |
| 2000-02-01 | 270.854846117186 |
| 2000-03-01 | 272.661754441259 |
| 2000-04-01 | 274.583575710024 |
| 2000-05-01 | 275.578708637277 |
| 2000-06-01 | 277.433605771288 |
| 2000-07-01 | 277.568548334007 |
| 2000-08-01 | 278.570212171145 |
| 2000-09-01 | 279.808751840914 |
| 2000-10-01 | 280.298634706928 |
| 2000-11-01 | 280.763982785193 |
| 2000-12-01 | 280.511960272074 |
| 2001-01-01 | 276.371069504711 |
| 2001-02-01 | 277.286328062704 |
| 2001-03-01 | 278.060631974767 |
| 2001-04-01 | 278.863786717274 |
| 2001-05-01 | 278.273834311882 |
| 2001-06-01 | 279.651352604327 |
| 2001-07-01 | 279.662515359285 |
| 2001-08-01 | 280.386471540370 |
| 2001-09-01 | 278.567886292545 |
| 2001-10-01 | 277.833122530308 |
| 2001-11-01 | 278.358613619973 |
| 2001-12-01 | 278.220559751412 |
| 2002-01-01 | 277.771286372477 |
| 2002-02-01 | 277.077361315834 |
| 2002-03-01 | 277.385072010675 |
| 2002-04-01 | 277.095497723501 |
| 2002-05-01 | 277.063833499569 |
| 2002-06-01 | 275.564467070259 |
| 2002-07-01 | 274.109621915193 |
| 2002-08-01 | 274.566741212889 |
| 2002-09-01 | 274.244991525788 |
| 2002-10-01 | 272.906936736894 |
| 2002-11-01 | 273.066630879043 |
| 2002-12-01 | 272.943399970249 |
| 2003-01-01 | 271.922609285644 |
| 2003-02-01 | 270.926028135411 |
| 2003-03-01 | 269.815267800485 |
| 2003-04-01 | 269.115160833595 |
| 2003-05-01 | 268.899122394067 |
| 2003-06-01 | 267.418635364133 |
| 2003-07-01 | 267.256180676805 |
| 2003-08-01 | 267.794135548719 |
| 2003-09-01 | 266.883776626707 |
| 2003-10-01 | 269.384984089098 |
| 2003-11-01 | 269.580801638565 |
| 2003-12-01 | 269.764540432813 |
| 2004-01-01 | 271.478537990226 |
| 2004-02-01 | 271.909259784130 |
| 2004-03-01 | 272.563739985151 |
| 2004-04-01 | 271.125013581462 |
| 2004-05-01 | 269.690759893971 |
| 2004-06-01 | 270.891337532778 |
| 2004-07-01 | 270.912680400176 |
| 2004-08-01 | 271.452892959532 |
| 2004-09-01 | 271.859089039583 |
| 2004-10-01 | 273.456649977696 |
| 2004-11-01 | 273.733656478594 |
| 2004-12-01 | 274.528644918769 |
| 2005-01-01 | 276.410839150689 |
| 2005-02-01 | 277.718558818663 |
| 2005-03-01 | 278.197723464446 |
| 2005-04-01 | 279.111018595347 |
| 2005-05-01 | 279.571994004244 |
| 2005-06-01 | 280.997421690371 |
| 2005-07-01 | 282.742740215902 |
| 2005-08-01 | 283.044622972790 |
| 2005-09-01 | 284.465683067142 |
| 2005-10-01 | 283.374933465092 |
| 2005-11-01 | 284.800955386093 |
| 2005-12-01 | 284.914111101364 |
| 2006-01-01 | 285.309309905418 |
| 2006-02-01 | 285.825801406966 |
| 2006-03-01 | 286.738898997450 |
| 2006-04-01 | 287.288712777121 |
| 2006-05-01 | 288.605718360650 |
| 2006-06-01 | 289.984132478878 |
| 2006-07-01 | 288.682515402057 |
| 2006-08-01 | 289.414081426562 |
| 2006-09-01 | 289.696385072178 |
| 2006-10-01 | 289.555713718071 |
| 2006-11-01 | 289.945376559479 |
| 2006-12-01 | 291.288279267012 |
| 2007-01-01 | 289.779171835143 |
| 2007-02-01 | 292.058585226185 |
| 2007-03-01 | 293.334665825227 |
| 2007-04-01 | 293.494306701074 |
| 2007-05-01 | 294.089761970469 |
| 2007-06-01 | 295.229062649124 |
| 2007-07-01 | 294.812449939309 |
| 2007-08-01 | 294.865727177677 |
| 2007-09-01 | 294.329192350116 |
| 2007-10-01 | 295.103257736844 |
| 2007-11-01 | 295.189750861896 |
| 2007-12-01 | 293.279435193129 |
| 2008-01-01 | 296.232543434317 |
| 2008-02-01 | 297.710950825774 |
| 2008-03-01 | 297.015823239734 |
| 2008-04-01 | 295.616746254589 |
| 2008-05-01 | 295.887949276166 |
| 2008-06-01 | 295.285357126806 |
| 2008-07-01 | 295.111310341068 |
| 2008-08-01 | 295.504187109969 |
| 2008-09-01 | 295.001592001092 |
| 2008-10-01 | 293.127876858516 |
| 2008-11-01 | 292.121629675727 |
| 2008-12-01 | 290.857116757475 |
| 2009-01-01 | 289.145957480110 |
| 2009-02-01 | 287.956100045908 |
| 2009-03-01 | 286.610988677152 |
| 2009-04-01 | 283.590175707585 |
| 2009-05-01 | 283.345179286036 |
| 2009-06-01 | 283.394783881734 |
| 2009-07-01 | 282.366751350466 |
| 2009-08-01 | 280.744603111120 |
| 2009-09-01 | 279.798732341305 |
| 2009-10-01 | 279.901037164177 |
| 2009-11-01 | 280.017674086357 |
| 2009-12-01 | 279.188474828391 |
| 2010-01-01 | 279.482929074131 |
| 2010-02-01 | 279.123033736278 |
| 2010-03-01 | 279.260454047086 |
| 2010-04-01 | 280.378160607611 |
| 2010-05-01 | 280.056471321112 |
| 2010-06-01 | 279.651989615344 |
| 2010-07-01 | 279.682708660078 |
| 2010-08-01 | 279.436291545965 |
| 2010-09-01 | 279.312023195642 |
| 2010-10-01 | 280.036636713791 |
| 2010-11-01 | 279.926969926423 |
| 2010-12-01 | 279.838358182523 |
| 2011-01-01 | 278.833095381542 |
| 2011-02-01 | 275.808752093849 |
| 2011-03-01 | 278.516393779997 |
| 2011-04-01 | 278.795244885097 |
| 2011-05-01 | 278.952285441184 |
| 2011-06-01 | 278.658260107121 |
| 2011-07-01 | 280.206309826170 |
| 2011-08-01 | 280.323397768308 |
| 2011-09-01 | 282.170131824959 |
| 2011-10-01 | 281.473755891119 |
| 2011-11-01 | 280.828977555534 |
| 2011-12-01 | 281.367669359411 |
| 2012-01-01 | 281.958044820903 |
| 2012-02-01 | 283.205659741087 |
| 2012-03-01 | 283.084132235938 |
| 2012-04-01 | 284.272357893932 |
| 2012-05-01 | 284.730947434253 |
| 2012-06-01 | 285.906563592612 |
| 2012-07-01 | 285.044935904972 |
| 2012-08-01 | 285.627784583653 |
| 2012-09-01 | 285.817083200744 |
| 2012-10-01 | 285.929881833594 |
| 2012-11-01 | 287.261508009718 |
| 2012-12-01 | 287.935353603168 |
| 2013-01-01 | 287.084815200160 |
| 2013-02-01 | 287.495268959326 |
| 2013-03-01 | 288.224480234572 |
| 2013-04-01 | 288.365850435072 |
| 2013-05-01 | 289.339479307825 |
| 2013-06-01 | 289.707022306167 |
| 2013-07-01 | 290.583496147946 |
| 2013-08-01 | 291.699951728046 |
| 2013-09-01 | 292.167337769983 |
| 2013-10-01 | 291.410112812396 |
| 2013-11-01 | 291.723906659588 |
| 2013-12-01 | 291.347891579405 |
| 2014-01-01 | 293.619810324298 |
| 2014-02-01 | 293.654993794425 |
| 2014-03-01 | 294.132232562458 |
| 2014-04-01 | 294.380488859651 |
| 2014-05-01 | 295.147213687256 |
| 2014-06-01 | 296.126088991396 |
| 2014-07-01 | 296.150100903755 |
| 2014-08-01 | 296.327020403769 |
| 2014-09-01 | 296.609033573093 |
| 2014-10-01 | 297.656801628422 |
| 2014-11-01 | 297.522238922326 |
| 2014-12-01 | 298.916210227918 |
| 2015-01-01 | 301.822151887848 |
| 2015-02-01 | 301.054828335381 |
| 2015-03-01 | 301.325130550043 |
| 2015-04-01 | 302.273077129329 |
| 2015-05-01 | 303.055718099769 |
| 2015-06-01 | 303.359417477755 |
| 2015-07-01 | 305.355407054943 |
| 2015-08-01 | 304.449152391971 |
| 2015-09-01 | 303.882943415616 |
| 2015-10-01 | 305.442402180839 |
| 2015-11-01 | 305.687590008609 |
| 2015-12-01 | 305.511116627149 |
| 2016-01-01 | 306.084743244329 |
| 2016-02-01 | 306.190283896111 |
| 2016-03-01 | 306.007157859561 |
| 2016-04-01 | 306.295657594746 |
| 2016-05-01 | 306.019475940026 |
| 2016-06-01 | 305.367719839315 |
| 2016-07-01 | 306.511202998473 |
| 2016-08-01 | 306.238584567221 |
| 2016-09-01 | 307.026753302787 |
| 2016-10-01 | 308.113710133615 |
| 2016-11-01 | 308.488694692384 |
| 2016-12-01 | 308.050262543995 |
| 2017-01-01 | 306.644759059225 |
| 2017-02-01 | 307.623712683057 |
| 2017-03-01 | 308.885246594110 |
| 2017-04-01 | 308.960078634816 |
| 2017-05-01 | 309.301894421109 |
| 2017-06-01 | 309.955300120099 |
| 2017-07-01 | 309.466291193107 |
| 2017-08-01 | 309.719118989932 |
| 2017-09-01 | 309.727679397076 |
| 2017-10-01 | 309.508325764515 |
| 2017-11-01 | 309.543550608614 |
| 2017-12-01 | 310.220733872530 |
| 2018-01-01 | 311.308657424183 |
| 2018-02-01 | 311.831617575120 |
| 2018-03-01 | 313.429749505979 |
| 2018-04-01 | 311.074577975116 |
| 2018-05-01 | 311.689030006465 |
| 2018-06-01 | 312.966513068844 |
| 2018-07-01 | 313.163543117631 |
| 2018-08-01 | 314.058473630512 |
| 2018-09-01 | 313.916579842881 |
| 2018-10-01 | 313.499005283076 |
| 2018-11-01 | 314.110688962292 |
| 2018-12-01 | 314.563863713091 |
| 2019-01-01 | 313.299366022434 |
| 2019-02-01 | 313.780300459826 |
| 2019-03-01 | 315.114443188873 |
| 2019-04-01 | 315.560700721446 |
| 2019-05-01 | 316.450669891816 |
| 2019-06-01 | 316.653969939420 |
| 2019-07-01 | 316.879912613712 |
| 2019-08-01 | 317.601673870167 |
| 2019-09-01 | 317.181229219404 |
| 2019-10-01 | 317.638422443512 |
| 2019-11-01 | 317.737719462354 |
| 2019-12-01 | 318.480745024780 |
| 2020-01-01 | 317.683954746097 |
| 2020-02-01 | 317.811439237116 |
| 2020-03-01 | 317.045938716358 |
| 2020-04-01 | 275.801086097504 |
| 2020-05-01 | 288.523594165752 |
| 2020-06-01 | 297.589848841026 |
| 2020-07-01 | 298.916043247217 |
| 2020-08-01 | 300.025550447407 |
| 2020-09-01 | 302.826154710765 |
| 2020-10-01 | 306.190825486808 |
| 2020-11-01 | 306.628303248938 |
| 2020-12-01 | 307.232557654057 |
| 2021-01-01 | 308.548539515031 |
| 2021-02-01 | 304.988429483079 |
| 2021-03-01 | 309.202350742078 |
| 2021-04-01 | 308.211786886992 |
| 2021-05-01 | 309.857399744782 |
| 2021-06-01 | 311.491793584473 |
| 2021-07-01 | 311.789026513198 |
| 2021-08-01 | 311.474899261405 |
| 2021-09-01 | 311.339843242820 |
| 2021-10-01 | 313.128881957893 |
| 2021-11-01 | 313.088955504465 |
| 2021-12-01 | 314.162395040501 |
| 2022-01-01 | 313.932439771902 |
| 2022-02-01 | 315.952834194691 |
| 2022-03-01 | 316.627899201123 |
| 2022-04-01 | 318.536659381927 |
| 2022-05-01 | 319.237797335392 |
| 2022-06-01 | 320.321689109875 |
| 2022-07-01 | 323.826766279401 |
| 2022-08-01 | 323.839406220071 |
| 2022-09-01 | 325.372683557707 |
| 2022-10-01 | 324.757838175576 |
| 2022-11-01 | 325.481326871980 |
| 2022-12-01 | 324.849512016087 |
| 2023-01-01 | 328.019551180291 |
| 2023-02-01 | 328.207439540051 |
| 2023-03-01 | 328.693946671042 |
| 2023-04-01 | 328.568551316760 |
| 2023-05-01 | 329.213142103762 |
| 2023-06-01 | 330.211802008145 |
| 2023-07-01 | 329.552573749808 |
| 2023-08-01 | 329.292923815591 |
| 2023-09-01 | 329.649461677183 |
| 2023-10-01 | 329.190216826855 |
| 2023-11-01 | 329.304995800299 |
| 2023-12-01 | 329.356284007910 |
| 2024-01-01 | 330.182328454927 |
| 2024-02-01 | 331.281785809050 |
| 2024-03-01 | 332.502676264555 |
| 2024-04-01 | 330.982527438460 |
| 2024-05-01 | 331.147143199553 |
| 2024-06-01 | 329.649371505676 |
| 2024-07-01 | 331.003460257799 |
| 2024-08-01 | 332.576470817086 |
| 2024-09-01 | 332.803832046690 |
| 2024-10-01 | 333.480155227081 |
| 2024-11-01 | 333.736391986678 |
| 2024-12-01 | 333.656106267549 |
| 2025-01-01 | 334.021796026112 |
| 2025-02-01 | 333.335929169514 |
| 2025-03-01 | 334.064637950080 |
| 2025-04-01 | 334.038470064185 |
| 2025-05-01 | 334.322110509861 |
| 2025-06-01 | 333.342099163243 |
| 2025-07-01 | 332.350530422232 |
| 2025-08-01 | 331.662737646114 |
| 2025-09-01 | 331.420998015858 |
| 2025-10-01 | 331.753204206172 |
| 2025-11-01 | 331.689786385784 |
| 2025-12-01 | 331.682298407736 |
| 2026-01-01 | 332.118100683477 |
| 2026-02-01 | 331.944168870627 |
| 2026-03-01 | 332.184174909589 |
| 2026-04-01 | 332.342837815493 |