Title: All Employees: Trade, Transportation, and Utilities in Tulsa, OK (MSA) Series ID: TULS140TRAD 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 2024-01-01 Last Updated: 2024-03-12 4:27 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/TULS140TRADN). 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 69.75958987223859 1990-02-01 70.02368150704929 1990-03-01 70.25567205154860 1990-04-01 69.59480569732911 1990-05-01 70.15428633591550 1990-06-01 70.77163990287379 1990-07-01 70.40352648264330 1990-08-01 70.96899728642930 1990-09-01 71.13955870105829 1990-10-01 71.37398755981680 1990-11-01 71.67718605053920 1990-12-01 72.14811823355120 1991-01-01 73.09174987541060 1991-02-01 72.98535303028720 1991-03-01 72.71634398649190 1991-04-01 72.10348640486930 1991-05-01 72.68946856245720 1991-06-01 72.49138386259370 1991-07-01 72.48166822169709 1991-08-01 72.33567204580690 1991-09-01 72.34041009214500 1991-10-01 72.20134475467770 1991-11-01 71.76874768460540 1991-12-01 71.46270678103220 1992-01-01 71.76826611648859 1992-02-01 71.42060332373642 1992-03-01 71.22120209799020 1992-04-01 72.36615524808991 1992-05-01 72.20764710914670 1992-06-01 71.97264623639049 1992-07-01 71.85992132219330 1992-08-01 71.53715965590420 1992-09-01 71.46271888314950 1992-10-01 71.53083216740630 1992-11-01 71.43596520540359 1992-12-01 71.12077628914129 1993-01-01 69.85131594171389 1993-02-01 69.95115042730660 1993-03-01 69.81006420954411 1993-04-01 69.70523364319460 1993-05-01 69.71047661471940 1993-06-01 69.74630153726599 1993-07-01 70.28447086388441 1993-08-01 70.25521271840470 1993-09-01 70.41614148141870 1993-10-01 70.26458636540879 1993-11-01 70.21133665032490 1993-12-01 70.33856364027740 1994-01-01 69.54708761798359 1994-02-01 70.59484976673590 1994-03-01 70.49406154266730 1994-04-01 71.15342604306890 1994-05-01 70.94428470558209 1994-06-01 71.33287522762049 1994-07-01 71.41012754347020 1994-08-01 71.76729720317490 1994-09-01 71.56906421899642 1994-10-01 71.47935073794841 1994-11-01 71.24572236426840 1994-12-01 71.85112822828009 1995-01-01 72.79532360976490 1995-02-01 73.19184699885670 1995-03-01 73.18624901853730 1995-04-01 73.02346496409200 1995-05-01 72.96905700244760 1995-06-01 72.87216739942680 1995-07-01 72.97563969439440 1995-08-01 72.67248475080850 1995-09-01 73.22487249414430 1995-10-01 73.48247233689010 1995-11-01 73.77335219492970 1995-12-01 73.96289134771200 1996-01-01 73.63236655221890 1996-02-01 73.75395248727921 1996-03-01 73.72156651872321 1996-04-01 73.59373472882270 1996-05-01 73.96667347588480 1996-06-01 74.22015357531780 1996-07-01 74.01285501161990 1996-08-01 74.39059647492730 1996-09-01 74.55424983024710 1996-10-01 74.72477288216692 1996-11-01 74.63910548657650 1996-12-01 75.06930019954630 1997-01-01 75.70372238156860 1997-02-01 75.72248974017059 1997-03-01 75.21866835010360 1997-04-01 75.02584370136800 1997-05-01 75.31880320110530 1997-06-01 75.40767018763110 1997-07-01 75.85700781160550 1997-08-01 76.01808389874310 1997-09-01 76.04331311840110 1997-10-01 76.45063298785850 1997-11-01 76.98040112297130 1997-12-01 77.48282459058190 1998-01-01 77.47795303587440 1998-02-01 77.54868527367280 1998-03-01 77.96276397037110 1998-04-01 78.24402356187230 1998-05-01 78.34950221042440 1998-06-01 77.37772388099879 1998-07-01 78.36378589586180 1998-08-01 78.42831550849380 1998-09-01 78.41604519398280 1998-10-01 78.90645737915250 1998-11-01 78.25549251928450 1998-12-01 78.44408821567340 1999-01-01 78.11667326114109 1999-02-01 78.37098923366820 1999-03-01 78.51639446182870 1999-04-01 78.23961626160040 1999-05-01 78.10211011582780 1999-06-01 78.10321839094910 1999-07-01 78.60316811049391 1999-08-01 78.35759007041260 1999-09-01 78.27672258167110 1999-10-01 78.65453610266120 1999-11-01 78.38405281330641 1999-12-01 78.29631969443591 2000-01-01 78.71171379302200 2000-02-01 79.02410976116400 2000-03-01 79.03468091319160 2000-04-01 79.61010674501840 2000-05-01 79.95010965110700 2000-06-01 80.65347725592841 2000-07-01 80.66450792787799 2000-08-01 81.01190651838980 2000-09-01 81.67843271394480 2000-10-01 81.52739621488110 2000-11-01 81.74196068149740 2000-12-01 81.43527943880000 2001-01-01 79.69203109843050 2001-02-01 79.74618271279860 2001-03-01 79.52489134717709 2001-04-01 79.15303275526080 2001-05-01 78.77667594495479 2001-06-01 79.06785394714770 2001-07-01 77.86364377720620 2001-08-01 77.72010430714270 2001-09-01 77.11903384022700 2001-10-01 76.81698607734680 2001-11-01 76.78278664868790 2001-12-01 76.39070388906201 2002-01-01 77.02905329327230 2002-02-01 76.94946359475330 2002-03-01 77.02189015515270 2002-04-01 77.71155250412680 2002-05-01 77.17574190479759 2002-06-01 76.63331061052921 2002-07-01 76.42373293186570 2002-08-01 76.09299888281260 2002-09-01 76.09562196602270 2002-10-01 75.47824979051170 2002-11-01 75.54722815779850 2002-12-01 75.49366511287540 2003-01-01 75.40093445113880 2003-02-01 75.38914266476841 2003-03-01 74.61648165493060 2003-04-01 74.55999753514470 2003-05-01 74.20862356712800 2003-06-01 73.89681679539241 2003-07-01 73.84726874344390 2003-08-01 73.96693068419191 2003-09-01 73.36419457044971 2003-10-01 74.12337274486890 2003-11-01 74.12864913360440 2003-12-01 74.37175111524680 2004-01-01 73.60677842999080 2004-02-01 73.26826027833830 2004-03-01 73.53191353944980 2004-04-01 73.16283086021450 2004-05-01 73.12474562871830 2004-06-01 73.08855000979351 2004-07-01 72.20401277055640 2004-08-01 71.92322770460920 2004-09-01 71.52509735669500 2004-10-01 71.78836869842100 2004-11-01 71.58526998344020 2004-12-01 71.61828985820429 2005-01-01 72.86521284071159 2005-02-01 72.91418328672859 2005-03-01 72.38118630091880 2005-04-01 72.20792486935380 2005-05-01 72.26518206207770 2005-06-01 72.25286144215110 2005-07-01 73.33458468248690 2005-08-01 73.78051153708050 2005-09-01 74.07310453489400 2005-10-01 74.14062527730900 2005-11-01 74.22064158225899 2005-12-01 74.48731599724279 2006-01-01 74.55709478286109 2006-02-01 74.60734874645100 2006-03-01 74.90030229927720 2006-04-01 75.92253879564560 2006-05-01 76.42292891010260 2006-06-01 76.12988211093709 2006-07-01 76.03663676766071 2006-08-01 76.30300818022671 2006-09-01 76.49657959655480 2006-10-01 76.37078391963450 2006-11-01 76.62029433937250 2006-12-01 77.14460621843690 2007-01-01 77.37598189073120 2007-02-01 77.99259824820690 2007-03-01 78.57786775598830 2007-04-01 77.55178061545530 2007-05-01 77.54760445695770 2007-06-01 77.61127129814670 2007-07-01 77.53394555697099 2007-08-01 77.09017716339942 2007-09-01 77.21617038757650 2007-10-01 77.74843707768620 2007-11-01 77.84712998455409 2007-12-01 77.22844227078690 2008-01-01 77.11447668178150 2008-02-01 77.89323382820750 2008-03-01 78.13560078786000 2008-04-01 78.00258582769700 2008-05-01 77.97057181753740 2008-06-01 77.73652998706270 2008-07-01 78.56420745429770 2008-08-01 78.97273780319101 2008-09-01 78.53830317941040 2008-10-01 78.11866224566290 2008-11-01 77.86588985930520 2008-12-01 77.68637681362440 2009-01-01 77.22256110853160 2009-02-01 76.90350520305480 2009-03-01 76.66716728914740 2009-04-01 76.55585897402700 2009-05-01 76.49563880504790 2009-06-01 76.15992806036430 2009-07-01 75.73848885464190 2009-08-01 75.54384067076290 2009-09-01 75.36830027100120 2009-10-01 75.21434888231710 2009-11-01 74.83986202060870 2009-12-01 74.80358019706779 2010-01-01 74.13704403270490 2010-02-01 73.96317298698430 2010-03-01 73.88268103621891 2010-04-01 73.69362820934509 2010-05-01 73.73224976720459 2010-06-01 73.72189712996670 2010-07-01 73.75746713473840 2010-08-01 73.72484929100159 2010-09-01 73.18473429821980 2010-10-01 73.22625162573810 2010-11-01 73.16324780301390 2010-12-01 73.29188157499740 2011-01-01 73.44328534741760 2011-02-01 73.02682642076341 2011-03-01 73.52070095795742 2011-04-01 74.05076482822320 2011-05-01 73.80467431302350 2011-06-01 73.66792146198308 2011-07-01 73.90560323635200 2011-08-01 74.12249512424029 2011-09-01 74.43533936120570 2011-10-01 74.25363553430971 2011-11-01 74.19816747789349 2011-12-01 74.40383120960700 2012-01-01 74.84247541143320 2012-02-01 75.08671280239170 2012-03-01 75.15912945410640 2012-04-01 75.12433976012590 2012-05-01 75.20855340651820 2012-06-01 75.64025905828620 2012-07-01 75.30620622593170 2012-08-01 75.18492442569700 2012-09-01 75.27364567882000 2012-10-01 75.72188044901309 2012-11-01 75.85992719514259 2012-12-01 76.10576721123740 2013-01-01 75.02448675900790 2013-02-01 75.28312446841950 2013-03-01 75.45304926891470 2013-04-01 76.01264342477491 2013-05-01 76.25034025050650 2013-06-01 76.34149006795299 2013-07-01 76.85449335944170 2013-08-01 77.18662928745141 2013-09-01 77.34731282781729 2013-10-01 77.00643491342300 2013-11-01 76.69259220814650 2013-12-01 77.51319792225620 2014-01-01 78.37110028442480 2014-02-01 78.68218115031759 2014-03-01 78.71509450401370 2014-04-01 78.70969934539829 2014-05-01 78.99527904466570 2014-06-01 79.70078664336441 2014-07-01 79.82667156008091 2014-08-01 80.00939579488550 2014-09-01 80.01060299441980 2014-10-01 79.84426821648560 2014-11-01 79.04471626776270 2014-12-01 80.04324427284610 2015-01-01 80.60898657420908 2015-02-01 81.09369091024129 2015-03-01 81.26892829582780 2015-04-01 81.12623087621779 2015-05-01 81.46342494389820 2015-06-01 81.79016897496649 2015-07-01 81.79263962093450 2015-08-01 81.90148654697121 2015-09-01 81.66103582302440 2015-10-01 82.96992431280650 2015-11-01 82.94283183936390 2015-12-01 83.76352369632110 2016-01-01 82.84492064374760 2016-02-01 82.83639450511770 2016-03-01 82.92060305631660 2016-04-01 83.24443122116580 2016-05-01 83.12412405829140 2016-06-01 82.80627576940330 2016-07-01 82.52406635716180 2016-08-01 82.80152433690700 2016-09-01 82.46728741200040 2016-10-01 83.02108560439021 2016-11-01 83.37981916505710 2016-12-01 82.85937390087709 2017-01-01 81.76892408743359 2017-02-01 81.82966445391790 2017-03-01 81.60546523452990 2017-04-01 81.82630294812850 2017-05-01 81.88523839491230 2017-06-01 81.88692493082270 2017-07-01 82.34704240413280 2017-08-01 82.21090057528250 2017-09-01 82.24515068345980 2017-10-01 82.26181490296160 2017-11-01 82.68704543579150 2017-12-01 82.22122069324550 2018-01-01 82.80885656052800 2018-02-01 82.69565051095010 2018-03-01 82.95911430262980 2018-04-01 82.98293667359700 2018-05-01 83.04498175085010 2018-06-01 83.01354474495359 2018-07-01 83.21540203808880 2018-08-01 83.62720384141290 2018-09-01 83.61081580345059 2018-10-01 83.02360381530410 2018-11-01 83.30747937071399 2018-12-01 83.70206527663680 2019-01-01 81.75014283259200 2019-02-01 81.78415274138690 2019-03-01 82.03767022340680 2019-04-01 82.52077129509550 2019-05-01 82.89686452736400 2019-06-01 83.08276820496230 2019-07-01 83.43459158789459 2019-08-01 83.45791416462020 2019-09-01 83.48872843668580 2019-10-01 83.84931034289691 2019-11-01 84.14505695752210 2019-12-01 84.26556020289159 2020-01-01 83.79068407688929 2020-02-01 84.31220041168150 2020-03-01 84.17636016261830 2020-04-01 77.56148376170490 2020-05-01 80.43232011681060 2020-06-01 82.33389206496891 2020-07-01 82.68593505515950 2020-08-01 83.33777001949780 2020-09-01 85.07117855088950 2020-10-01 87.61184503942970 2020-11-01 87.69522627482190 2020-12-01 87.62613493995840 2021-01-01 87.38671155058321 2021-02-01 86.38421608689640 2021-03-01 86.58395689264108 2021-04-01 86.34646264692350 2021-05-01 87.17246373219070 2021-06-01 87.22624252353670 2021-07-01 86.77542956269810 2021-08-01 86.79873546122610 2021-09-01 86.74073586546570 2021-10-01 87.56660094074270 2021-11-01 87.40259105957360 2021-12-01 87.88725624264180 2022-01-01 87.68482730276270 2022-02-01 89.40231000438230 2022-03-01 88.73169526820749 2022-04-01 88.79017980781090 2022-05-01 88.52825157833060 2022-06-01 88.41390701562940 2022-07-01 89.41071336316550 2022-08-01 89.71298020036029 2022-09-01 89.96039221900280 2022-10-01 89.25539828270170 2022-11-01 88.29388492397480 2022-12-01 88.93971801369050 2023-01-01 90.02386009630330 2023-02-01 89.65372223840250 2023-03-01 89.31524610404249 2023-04-01 89.44460819920799 2023-05-01 89.27525406341292 2023-06-01 89.36128617769680 2023-07-01 88.62146303914580 2023-08-01 88.27772695086371 2023-09-01 87.76948363477860 2023-10-01 86.80815067279579 2023-11-01 86.54746264638929 2023-12-01 86.69788294107799 2024-01-01 86.81955575059959