Table Data - All Employees: Professional and Business Services in Tulsa, OK (MSA)
| Title | All Employees: Professional and Business Services in Tulsa, OK (MSA) |
|---|---|
| Series ID | TULS140PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-11-01 |
| Last Updated | 2024-12-21 5:07 AM CST |
| 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 | 35.945874429740600 |
| 1990-02-01 | 35.620161216395600 |
| 1990-03-01 | 36.082102990482600 |
| 1990-04-01 | 36.636931424996600 |
| 1990-05-01 | 36.880875386387800 |
| 1990-06-01 | 36.697053211549500 |
| 1990-07-01 | 36.810588873399404 |
| 1990-08-01 | 36.786188888702505 |
| 1990-09-01 | 37.417835638935300 |
| 1990-10-01 | 36.254695687817900 |
| 1990-11-01 | 36.159309438031000 |
| 1990-12-01 | 36.667907718695500 |
| 1991-01-01 | 36.965699664682400 |
| 1991-02-01 | 37.539515460888500 |
| 1991-03-01 | 38.291702752830000 |
| 1991-04-01 | 38.546690489912100 |
| 1991-05-01 | 38.694110797922200 |
| 1991-06-01 | 39.094809420435600 |
| 1991-07-01 | 38.028419189298300 |
| 1991-08-01 | 38.966763288027100 |
| 1991-09-01 | 38.706672532742200 |
| 1991-10-01 | 39.217620729222396 |
| 1991-11-01 | 39.109390778940295 |
| 1991-12-01 | 39.208199936634294 |
| 1992-01-01 | 39.364025085790100 |
| 1992-02-01 | 39.372727187830210 |
| 1992-03-01 | 38.796757802542400 |
| 1992-04-01 | 38.792037298664600 |
| 1992-05-01 | 38.917867804102500 |
| 1992-06-01 | 38.757072910002500 |
| 1992-07-01 | 39.283329663448800 |
| 1992-08-01 | 39.227437365864600 |
| 1992-09-01 | 39.763271557504300 |
| 1992-10-01 | 39.674511912122700 |
| 1992-11-01 | 40.034642245525700 |
| 1992-12-01 | 39.709316250592800 |
| 1993-01-01 | 40.205722121767394 |
| 1993-02-01 | 40.666512311674296 |
| 1993-03-01 | 41.128352178021004 |
| 1993-04-01 | 40.248330624424700 |
| 1993-05-01 | 40.185067338258400 |
| 1993-06-01 | 40.507841478893106 |
| 1993-07-01 | 40.651070763340900 |
| 1993-08-01 | 40.254447435677400 |
| 1993-09-01 | 40.468537571211500 |
| 1993-10-01 | 40.776964513406300 |
| 1993-11-01 | 40.782227289758100 |
| 1993-12-01 | 41.505763705455300 |
| 1994-01-01 | 41.094661170071000 |
| 1994-02-01 | 40.776792896139300 |
| 1994-03-01 | 41.163783166678100 |
| 1994-04-01 | 41.801546189591704 |
| 1994-05-01 | 41.900816281542895 |
| 1994-06-01 | 42.127913024109100 |
| 1994-07-01 | 42.486009158364600 |
| 1994-08-01 | 42.987595247870104 |
| 1994-09-01 | 42.753688990334500 |
| 1994-10-01 | 43.726810833340500 |
| 1994-11-01 | 44.020373138896600 |
| 1994-12-01 | 44.804203424438800 |
| 1995-01-01 | 43.748318586332700 |
| 1995-02-01 | 44.017852509998505 |
| 1995-03-01 | 44.714379383498105 |
| 1995-04-01 | 43.916798182401600 |
| 1995-05-01 | 43.719635036842100 |
| 1995-06-01 | 44.050982433109596 |
| 1995-07-01 | 43.575028847257100 |
| 1995-08-01 | 44.141360791190300 |
| 1995-09-01 | 44.183495992118104 |
| 1995-10-01 | 44.019454960183790 |
| 1995-11-01 | 44.317920909542100 |
| 1995-12-01 | 44.536712551602500 |
| 1996-01-01 | 43.763902352557790 |
| 1996-02-01 | 44.342221062813610 |
| 1996-03-01 | 44.733042552715900 |
| 1996-04-01 | 44.708111956629104 |
| 1996-05-01 | 45.027261324252100 |
| 1996-06-01 | 45.148312140222700 |
| 1996-07-01 | 44.898977733067000 |
| 1996-08-01 | 45.453843044393200 |
| 1996-09-01 | 45.550905123121500 |
| 1996-10-01 | 45.251453187679700 |
| 1996-11-01 | 45.265601023744104 |
| 1996-12-01 | 45.308704829554610 |
| 1997-01-01 | 45.409707937952100 |
| 1997-02-01 | 45.845639830842600 |
| 1997-03-01 | 45.742511776769504 |
| 1997-04-01 | 46.441190586384790 |
| 1997-05-01 | 46.923327758543800 |
| 1997-06-01 | 47.058731795105000 |
| 1997-07-01 | 48.102892460045990 |
| 1997-08-01 | 48.314202414727500 |
| 1997-09-01 | 48.908374415905705 |
| 1997-10-01 | 48.861479445981910 |
| 1997-11-01 | 49.073675706675610 |
| 1997-12-01 | 49.031614776221396 |
| 1998-01-01 | 50.828488191259396 |
| 1998-02-01 | 51.791369044851900 |
| 1998-03-01 | 52.143627831643490 |
| 1998-04-01 | 52.219668467243300 |
| 1998-05-01 | 52.895458656024296 |
| 1998-06-01 | 52.664247694380705 |
| 1998-07-01 | 52.487905674048605 |
| 1998-08-01 | 52.202910064528800 |
| 1998-09-01 | 52.233705530610900 |
| 1998-10-01 | 53.573359094501290 |
| 1998-11-01 | 52.862628539658700 |
| 1998-12-01 | 53.550810468575000 |
| 1999-01-01 | 52.421249281742400 |
| 1999-02-01 | 51.084054881289600 |
| 1999-03-01 | 50.713713986977900 |
| 1999-04-01 | 52.269579262242100 |
| 1999-05-01 | 52.006322475486000 |
| 1999-06-01 | 51.978055984919800 |
| 1999-07-01 | 52.287208417297790 |
| 1999-08-01 | 51.689257505183790 |
| 1999-09-01 | 52.139046824902000 |
| 1999-10-01 | 51.236493140581890 |
| 1999-11-01 | 51.385832372178300 |
| 1999-12-01 | 51.445443115168710 |
| 2000-01-01 | 51.777824902026700 |
| 2000-02-01 | 51.803136279455790 |
| 2000-03-01 | 52.440795203160500 |
| 2000-04-01 | 53.548307898380610 |
| 2000-05-01 | 53.409316041780900 |
| 2000-06-01 | 53.654477292893700 |
| 2000-07-01 | 54.071225686704100 |
| 2000-08-01 | 54.658273591078995 |
| 2000-09-01 | 54.808256026415390 |
| 2000-10-01 | 55.800678079024706 |
| 2000-11-01 | 55.878982601861800 |
| 2000-12-01 | 55.023708359202300 |
| 2001-01-01 | 55.495674238003396 |
| 2001-02-01 | 56.145804256050100 |
| 2001-03-01 | 56.321174766254800 |
| 2001-04-01 | 56.862873314577800 |
| 2001-05-01 | 56.545985397983800 |
| 2001-06-01 | 57.021868910712390 |
| 2001-07-01 | 56.965342644209606 |
| 2001-08-01 | 55.836300380637700 |
| 2001-09-01 | 54.845503523066704 |
| 2001-10-01 | 53.991475296993600 |
| 2001-11-01 | 54.138796390485105 |
| 2001-12-01 | 54.004086041578000 |
| 2002-01-01 | 53.280538034409200 |
| 2002-02-01 | 53.011709080668300 |
| 2002-03-01 | 52.703547374005005 |
| 2002-04-01 | 52.519768653480504 |
| 2002-05-01 | 52.931789591733704 |
| 2002-06-01 | 52.375937663442706 |
| 2002-07-01 | 51.357784194166700 |
| 2002-08-01 | 51.432127435290100 |
| 2002-09-01 | 51.195009365473396 |
| 2002-10-01 | 50.689427413749506 |
| 2002-11-01 | 50.389929360005105 |
| 2002-12-01 | 50.377817764605500 |
| 2003-01-01 | 50.252034514794900 |
| 2003-02-01 | 49.762432889564100 |
| 2003-03-01 | 49.273640555210896 |
| 2003-04-01 | 48.751372659672210 |
| 2003-05-01 | 48.605722623173600 |
| 2003-06-01 | 48.339098574968100 |
| 2003-07-01 | 48.982571454412000 |
| 2003-08-01 | 49.530996437534400 |
| 2003-09-01 | 49.774999850455500 |
| 2003-10-01 | 50.461484135584400 |
| 2003-11-01 | 50.728705734664400 |
| 2003-12-01 | 50.544201230139900 |
| 2004-01-01 | 52.414470126979500 |
| 2004-02-01 | 52.882815036919496 |
| 2004-03-01 | 52.269896701189396 |
| 2004-04-01 | 52.527197322678900 |
| 2004-05-01 | 51.793415056866400 |
| 2004-06-01 | 52.598474016697600 |
| 2004-07-01 | 53.840647263843700 |
| 2004-08-01 | 54.190845746356400 |
| 2004-09-01 | 55.105061942946300 |
| 2004-10-01 | 56.332656924836705 |
| 2004-11-01 | 56.541938563491705 |
| 2004-12-01 | 57.122237234191395 |
| 2005-01-01 | 57.930589618038304 |
| 2005-02-01 | 58.703293396601104 |
| 2005-03-01 | 58.997388119036100 |
| 2005-04-01 | 59.708937333517106 |
| 2005-05-01 | 59.879616749957506 |
| 2005-06-01 | 60.103207420351296 |
| 2005-07-01 | 60.461439017871506 |
| 2005-08-01 | 60.393949184568210 |
| 2005-09-01 | 61.337241132100296 |
| 2005-10-01 | 60.665106075830400 |
| 2005-11-01 | 61.332179979237100 |
| 2005-12-01 | 61.481174673602396 |
| 2006-01-01 | 61.539573114147300 |
| 2006-02-01 | 61.706506311195405 |
| 2006-03-01 | 61.789265322642706 |
| 2006-04-01 | 61.569788894441900 |
| 2006-05-01 | 61.895348343621100 |
| 2006-06-01 | 62.126276574669106 |
| 2006-07-01 | 61.801507173241600 |
| 2006-08-01 | 62.166607831814300 |
| 2006-09-01 | 62.000812664880290 |
| 2006-10-01 | 61.503549132883800 |
| 2006-11-01 | 61.507874287063100 |
| 2006-12-01 | 60.914916995062896 |
| 2007-01-01 | 61.981134813958600 |
| 2007-02-01 | 62.077410749174010 |
| 2007-03-01 | 62.425648590448105 |
| 2007-04-01 | 62.621386894608705 |
| 2007-05-01 | 63.117273666588900 |
| 2007-06-01 | 63.001359934981394 |
| 2007-07-01 | 63.002029121055900 |
| 2007-08-01 | 63.626493249978500 |
| 2007-09-01 | 62.885288205968900 |
| 2007-10-01 | 63.120612744997800 |
| 2007-11-01 | 63.005036134349700 |
| 2007-12-01 | 62.826109019968996 |
| 2008-01-01 | 65.313055337339490 |
| 2008-02-01 | 65.392688394503500 |
| 2008-03-01 | 65.389939505607500 |
| 2008-04-01 | 65.059231097686500 |
| 2008-05-01 | 64.843881815752800 |
| 2008-06-01 | 64.502852069256700 |
| 2008-07-01 | 64.116473482526800 |
| 2008-08-01 | 64.097340631126200 |
| 2008-09-01 | 63.909168809483600 |
| 2008-10-01 | 62.794344539122500 |
| 2008-11-01 | 62.134042107997000 |
| 2008-12-01 | 61.072241687575904 |
| 2009-01-01 | 59.423664073109705 |
| 2009-02-01 | 58.594107640227100 |
| 2009-03-01 | 57.582126404546300 |
| 2009-04-01 | 56.077216058954500 |
| 2009-05-01 | 55.858370711513096 |
| 2009-06-01 | 55.811879098929610 |
| 2009-07-01 | 55.197242608641396 |
| 2009-08-01 | 54.760968196805000 |
| 2009-09-01 | 54.132913581130710 |
| 2009-10-01 | 54.677663204102710 |
| 2009-11-01 | 54.993118626172300 |
| 2009-12-01 | 55.255727405624896 |
| 2010-01-01 | 55.840336459633000 |
| 2010-02-01 | 55.687826271959800 |
| 2010-03-01 | 55.767671593702794 |
| 2010-04-01 | 56.196303873640296 |
| 2010-05-01 | 55.933857921733800 |
| 2010-06-01 | 55.801129431624005 |
| 2010-07-01 | 55.834860626075000 |
| 2010-08-01 | 55.426328807075606 |
| 2010-09-01 | 55.443469892590200 |
| 2010-10-01 | 55.810548778561200 |
| 2010-11-01 | 55.401731036955300 |
| 2010-12-01 | 55.326547242563490 |
| 2011-01-01 | 55.034544971011600 |
| 2011-02-01 | 54.455462830239895 |
| 2011-03-01 | 54.947389330607000 |
| 2011-04-01 | 54.611884207207400 |
| 2011-05-01 | 54.621632987673800 |
| 2011-06-01 | 54.450911556902800 |
| 2011-07-01 | 54.998463510285100 |
| 2011-08-01 | 54.978961952169290 |
| 2011-09-01 | 55.843674027834396 |
| 2011-10-01 | 55.593423801169390 |
| 2011-11-01 | 55.359023718094300 |
| 2011-12-01 | 55.845637450025390 |
| 2012-01-01 | 55.427628533447200 |
| 2012-02-01 | 56.421770111658795 |
| 2012-03-01 | 56.193792658957300 |
| 2012-04-01 | 56.821216925720700 |
| 2012-05-01 | 56.932958913183500 |
| 2012-06-01 | 57.399937591601294 |
| 2012-07-01 | 57.253016766091800 |
| 2012-08-01 | 57.740918377140000 |
| 2012-09-01 | 57.546059581208496 |
| 2012-10-01 | 57.404957687164895 |
| 2012-11-01 | 57.875223484770004 |
| 2012-12-01 | 57.803682440167600 |
| 2013-01-01 | 57.902729400637600 |
| 2013-02-01 | 57.939563117714606 |
| 2013-03-01 | 58.350599420023900 |
| 2013-04-01 | 57.996238950313995 |
| 2013-05-01 | 58.213571251223094 |
| 2013-06-01 | 58.419933145513800 |
| 2013-07-01 | 58.761783174032790 |
| 2013-08-01 | 58.926997309718600 |
| 2013-09-01 | 58.837760222539100 |
| 2013-10-01 | 58.751082122126400 |
| 2013-11-01 | 58.886798366783800 |
| 2013-12-01 | 58.524059914923804 |
| 2014-01-01 | 58.913758806713000 |
| 2014-02-01 | 58.931982773674704 |
| 2014-03-01 | 59.178321968230290 |
| 2014-04-01 | 59.165272025141704 |
| 2014-05-01 | 59.522927960351400 |
| 2014-06-01 | 59.725654486427790 |
| 2014-07-01 | 59.193639577543200 |
| 2014-08-01 | 58.937874057852710 |
| 2014-09-01 | 58.925550839246995 |
| 2014-10-01 | 60.205085699424100 |
| 2014-11-01 | 60.303051781349400 |
| 2014-12-01 | 60.484780915185300 |
| 2015-01-01 | 61.829529997434500 |
| 2015-02-01 | 60.600669549104600 |
| 2015-03-01 | 60.617595471431100 |
| 2015-04-01 | 60.936062814679495 |
| 2015-05-01 | 60.874920804911500 |
| 2015-06-01 | 60.412828074280400 |
| 2015-07-01 | 60.871765245952700 |
| 2015-08-01 | 60.456633386574000 |
| 2015-09-01 | 59.614114250824500 |
| 2015-10-01 | 59.948381780643900 |
| 2015-11-01 | 59.674401026035994 |
| 2015-12-01 | 59.763233945462300 |
| 2016-01-01 | 60.191095536995400 |
| 2016-02-01 | 59.779012382116100 |
| 2016-03-01 | 59.536350642081900 |
| 2016-04-01 | 59.643580880859005 |
| 2016-05-01 | 59.471819987088700 |
| 2016-06-01 | 59.543552443761500 |
| 2016-07-01 | 59.540115434109900 |
| 2016-08-01 | 59.330365761032894 |
| 2016-09-01 | 59.814840498895500 |
| 2016-10-01 | 59.874622610321890 |
| 2016-11-01 | 59.923357545628996 |
| 2016-12-01 | 59.988051681956400 |
| 2017-01-01 | 60.154881095865100 |
| 2017-02-01 | 60.872879556586290 |
| 2017-03-01 | 61.762459325334700 |
| 2017-04-01 | 61.285721399098705 |
| 2017-05-01 | 61.318725076659500 |
| 2017-06-01 | 61.465269882682506 |
| 2017-07-01 | 60.831520453487904 |
| 2017-08-01 | 61.269621771923700 |
| 2017-09-01 | 61.309399572914100 |
| 2017-10-01 | 61.300402860133890 |
| 2017-11-01 | 61.221331636354600 |
| 2017-12-01 | 61.609856762252800 |
| 2018-01-01 | 61.032222249529700 |
| 2018-02-01 | 61.492608355357596 |
| 2018-03-01 | 62.054041953221500 |
| 2018-04-01 | 60.830292804215794 |
| 2018-05-01 | 61.085216913567200 |
| 2018-06-01 | 62.102433098487700 |
| 2018-07-01 | 62.131108846458500 |
| 2018-08-01 | 62.405456695311095 |
| 2018-09-01 | 62.425960965165300 |
| 2018-10-01 | 62.311524669371610 |
| 2018-11-01 | 62.907980737968600 |
| 2018-12-01 | 62.649412859274300 |
| 2019-01-01 | 62.450001698338205 |
| 2019-02-01 | 62.745078568925800 |
| 2019-03-01 | 62.836355421224795 |
| 2019-04-01 | 62.650052435586204 |
| 2019-05-01 | 63.041971750497700 |
| 2019-06-01 | 62.868551039375200 |
| 2019-07-01 | 63.328649221175795 |
| 2019-08-01 | 63.499335365057700 |
| 2019-09-01 | 63.130358586343500 |
| 2019-10-01 | 63.419283418799000 |
| 2019-11-01 | 63.260924028978800 |
| 2019-12-01 | 63.245899159050104 |
| 2020-01-01 | 63.049018040167105 |
| 2020-02-01 | 62.694485286641395 |
| 2020-03-01 | 62.694018392598400 |
| 2020-04-01 | 57.230351036092200 |
| 2020-05-01 | 57.452704569441700 |
| 2020-06-01 | 57.887566085417600 |
| 2020-07-01 | 58.111786736447500 |
| 2020-08-01 | 58.557206142732106 |
| 2020-09-01 | 58.742222256550400 |
| 2020-10-01 | 58.805917749730796 |
| 2020-11-01 | 58.926579675585790 |
| 2020-12-01 | 59.384515411049200 |
| 2021-01-01 | 60.604876698416300 |
| 2021-02-01 | 59.630962637510390 |
| 2021-03-01 | 60.551602392385796 |
| 2021-04-01 | 61.092995198977100 |
| 2021-05-01 | 60.935858655092495 |
| 2021-06-01 | 61.428886479054390 |
| 2021-07-01 | 60.987082075369610 |
| 2021-08-01 | 61.152436406903300 |
| 2021-09-01 | 61.243510001663500 |
| 2021-10-01 | 61.786324739131790 |
| 2021-11-01 | 62.187941690855000 |
| 2021-12-01 | 62.862417498021200 |
| 2022-01-01 | 63.387261994165900 |
| 2022-02-01 | 63.327342498562500 |
| 2022-03-01 | 63.602794489704600 |
| 2022-04-01 | 64.150010651421900 |
| 2022-05-01 | 64.291183660798990 |
| 2022-06-01 | 64.460061364686900 |
| 2022-07-01 | 65.197998324424600 |
| 2022-08-01 | 65.237715753279900 |
| 2022-09-01 | 65.955519753102400 |
| 2022-10-01 | 65.857166308212400 |
| 2022-11-01 | 66.268515696938700 |
| 2022-12-01 | 65.820016887069500 |
| 2023-01-01 | 65.768394067184000 |
| 2023-02-01 | 65.816310775756590 |
| 2023-03-01 | 65.876242643213400 |
| 2023-04-01 | 65.425404479840890 |
| 2023-05-01 | 65.345164946231790 |
| 2023-06-01 | 65.504751451699800 |
| 2023-07-01 | 63.799960319025296 |
| 2023-08-01 | 64.084752582720500 |
| 2023-09-01 | 64.157613982393500 |
| 2023-10-01 | 64.145701002651210 |
| 2023-11-01 | 63.429846402131300 |
| 2023-12-01 | 63.169067848908300 |
| 2024-01-01 | 63.080984451535400 |
| 2024-02-01 | 63.699718199282295 |
| 2024-03-01 | 63.251186452802900 |
| 2024-04-01 | 63.332279769772995 |
| 2024-05-01 | 63.598526430190800 |
| 2024-06-01 | 63.040245613049400 |
| 2024-07-01 | 64.007658727898600 |
| 2024-08-01 | 64.196281936998600 |
| 2024-09-01 | 63.961488790185700 |
| 2024-10-01 | 64.528141461589500 |
| 2024-11-01 | 64.710743411828600 |
