Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality in Tulsa, OK (MSA)

Title All Employees: Leisure and Hospitality in Tulsa, OK (MSA)
Series ID TULS140LEIH
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 4:31 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 23.912871276791700
1990-02-01 23.713884629128998
1990-03-01 23.700139069829300
1990-04-01 23.688216454470002
1990-05-01 24.238708546760503
1990-06-01 24.460680376773100
1990-07-01 24.335372031592400
1990-08-01 24.873941801801700
1990-09-01 25.106476111884604
1990-10-01 25.349379942720198
1990-11-01 25.873199481017398
1990-12-01 25.965235434913300
1991-01-01 25.814206859053100
1991-02-01 26.003486488065700
1991-03-01 26.193984503834898
1991-04-01 25.764979418136303
1991-05-01 26.025193707270304
1991-06-01 26.253940777507400
1991-07-01 26.650659126055302
1991-08-01 26.699689553426900
1991-09-01 26.915006476376902
1991-10-01 26.653142217822900
1991-11-01 26.690992601065997
1991-12-01 26.675563996359300
1992-01-01 26.721864150083700
1992-02-01 26.783444079930100
1992-03-01 26.767303190861600
1992-04-01 27.038236587198500
1992-05-01 26.988277713161303
1992-06-01 27.037888483444100
1992-07-01 27.468709733672300
1992-08-01 27.559266067764202
1992-09-01 27.337053907020998
1992-10-01 27.652599093452803
1992-11-01 27.625239048533803
1992-12-01 27.390275280033500
1993-01-01 27.898772633926200
1993-02-01 28.151032294451800
1993-03-01 28.447600356888500
1993-04-01 28.721282896798000
1993-05-01 28.735750173594700
1993-06-01 28.817756922668200
1993-07-01 28.201789124088300
1993-08-01 28.516975181711900
1993-09-01 28.982964401018700
1993-10-01 29.244690226936697
1993-11-01 29.446754569081303
1993-12-01 29.916850034088100
1994-01-01 30.660942816260300
1994-02-01 30.326697365929103
1994-03-01 30.307891812269100
1994-04-01 30.620399476214300
1994-05-01 30.578903689367200
1994-06-01 30.477281769380802
1994-07-01 31.051119378594400
1994-08-01 31.391101307867200
1994-09-01 31.534639121778497
1994-10-01 30.944395852252697
1994-11-01 31.563703045606300
1994-12-01 31.508497296832600
1995-01-01 31.611252217762700
1995-02-01 31.704068803884700
1995-03-01 31.890793303875800
1995-04-01 31.728331087285800
1995-05-01 32.335893958091200
1995-06-01 32.448000833797600
1995-07-01 32.096791639453400
1995-08-01 32.025037123912696
1995-09-01 31.784405368316000
1995-10-01 32.257336211098300
1995-11-01 32.267852148781700
1995-12-01 32.293203822851500
1996-01-01 32.284827033410200
1996-02-01 32.189914179914900
1996-03-01 32.066074073283700
1996-04-01 31.637387219062000
1996-05-01 32.006533514279700
1996-06-01 32.037700487024004
1996-07-01 32.116295941083500
1996-08-01 32.250534716774304
1996-09-01 32.339132440526300
1996-10-01 32.563086063412400
1996-11-01 32.753583686479104
1996-12-01 32.534438187770800
1997-01-01 33.202767698266200
1997-02-01 33.088300821324395
1997-03-01 33.362571653975100
1997-04-01 31.830333681000800
1997-05-01 31.820956801932800
1997-06-01 32.146201747995200
1997-07-01 32.190646896538200
1997-08-01 32.440849203314800
1997-09-01 32.497972958742900
1997-10-01 32.450947514735496
1997-11-01 32.432768628262800
1997-12-01 32.600330247227800
1998-01-01 32.244096649010800
1998-02-01 32.284910874994004
1998-03-01 32.150369293536200
1998-04-01 32.230399795919300
1998-05-01 32.157492811965696
1998-06-01 31.860037841026603
1998-07-01 31.655575886111396
1998-08-01 31.418636290759302
1998-09-01 31.746755879797000
1998-10-01 31.127655686730300
1998-11-01 31.099966384283500
1998-12-01 31.033501439355103
1999-01-01 32.124157995573100
1999-02-01 32.594903092108200
1999-03-01 32.148304660741300
1999-04-01 33.238876119610500
1999-05-01 33.504276394935300
1999-06-01 33.459362330986096
1999-07-01 33.917099702956400
1999-08-01 33.593168355658100
1999-09-01 34.169610785457100
1999-10-01 34.707774986437805
1999-11-01 34.874726802237895
1999-12-01 34.899996305431200
2000-01-01 34.387421810515800
2000-02-01 34.300665918201200
2000-03-01 34.336402526589495
2000-04-01 34.267673358670200
2000-05-01 34.013943138084400
2000-06-01 34.363471300030604
2000-07-01 34.307929945393700
2000-08-01 34.171934236955200
2000-09-01 34.199330687368494
2000-10-01 34.189016160025890
2000-11-01 34.029363664996200
2000-12-01 33.871312124190800
2001-01-01 34.038336148640106
2001-02-01 34.314393788373100
2001-03-01 34.001470393126200
2001-04-01 33.807992003807700
2001-05-01 33.731162217041900
2001-06-01 34.044299283289800
2001-07-01 34.314861338686800
2001-08-01 34.553459655099694
2001-09-01 34.511174180187396
2001-10-01 34.396833996708700
2001-11-01 34.395000218672600
2001-12-01 34.493614333448000
2002-01-01 34.248167722424100
2002-02-01 34.224116342534800
2002-03-01 34.353924291982500
2002-04-01 34.438948740994400
2002-05-01 34.829976024375400
2002-06-01 34.518226313923300
2002-07-01 33.635028702375600
2002-08-01 34.008769568524500
2002-09-01 34.121645948145300
2002-10-01 34.153574068064700
2002-11-01 33.990003505158200
2002-12-01 34.025266510683800
2003-01-01 33.841796257663000
2003-02-01 33.743283646030605
2003-03-01 33.583980496402500
2003-04-01 33.651285183270500
2003-05-01 33.718205384266100
2003-06-01 33.269800547892400
2003-07-01 33.238561972078300
2003-08-01 33.378350181222700
2003-09-01 33.337267256932700
2003-10-01 33.640679916366100
2003-11-01 33.816825719870000
2003-12-01 33.776625934014300
2004-01-01 34.125304944433395
2004-02-01 34.243858440157600
2004-03-01 34.310532729707900
2004-04-01 33.939074178700500
2004-05-01 33.787084641477996
2004-06-01 33.941982504961700
2004-07-01 34.025356501494500
2004-08-01 34.252082417295500
2004-09-01 34.479378765337400
2004-10-01 34.433424137709100
2004-11-01 34.635315193413604
2004-12-01 34.636329532280200
2005-01-01 34.500703316181100
2005-02-01 34.521698271794700
2005-03-01 34.732046668115700
2005-04-01 35.242671723461704
2005-05-01 35.382432561309600
2005-06-01 35.708994128619400
2005-07-01 35.605494078717300
2005-08-01 35.737460455070000
2005-09-01 36.005872251000300
2005-10-01 35.499740874016396
2005-11-01 35.462845002197300
2005-12-01 35.299303696263100
2006-01-01 36.180372208890500
2006-02-01 36.091143134984000
2006-03-01 36.373897176664800
2006-04-01 36.249517493269700
2006-05-01 36.377942098964100
2006-06-01 36.381556515119500
2006-07-01 36.583404156223395
2006-08-01 36.541962946586900
2006-09-01 36.397460557836600
2006-10-01 36.552321835740400
2006-11-01 36.185972709177800
2006-12-01 37.061910099737000
2007-01-01 36.364087001165900
2007-02-01 36.667686484738000
2007-03-01 36.742254551514500
2007-04-01 36.642238222828000
2007-05-01 36.564693653356706
2007-06-01 36.569818948293600
2007-07-01 36.777280208414300
2007-08-01 36.678635195006300
2007-09-01 36.665581960776210
2007-10-01 36.744836950483204
2007-11-01 36.995713954263394
2007-12-01 36.805045503112000
2008-01-01 36.883695701086500
2008-02-01 36.863530381175500
2008-03-01 36.554227705244600
2008-04-01 36.497238477956900
2008-05-01 36.741817577074200
2008-06-01 36.793282209781600
2008-07-01 36.568575420110704
2008-08-01 36.926082379550600
2008-09-01 36.800496843902800
2008-10-01 37.014108815396000
2008-11-01 36.891045441116795
2008-12-01 37.255796775841800
2009-01-01 37.616771995263900
2009-02-01 37.462769013094600
2009-03-01 37.702291888315500
2009-04-01 37.240456407439600
2009-05-01 37.121789064352704
2009-06-01 37.112749094182796
2009-07-01 36.871406042833290
2009-08-01 36.448215212586500
2009-09-01 36.628585287136700
2009-10-01 36.175456779640896
2009-11-01 36.289765790142700
2009-12-01 35.986106531364605
2010-01-01 35.862095636830300
2010-02-01 35.892126753431505
2010-03-01 35.971201898039800
2010-04-01 36.387723355419105
2010-05-01 36.294164300060200
2010-06-01 36.225213570957706
2010-07-01 36.250487218945100
2010-08-01 36.339388284789706
2010-09-01 36.444482926625300
2010-10-01 36.775767470268796
2010-11-01 37.001411100676400
2010-12-01 37.115164751944796
2011-01-01 36.408878678274895
2011-02-01 35.525350533307100
2011-03-01 36.347815490397900
2011-04-01 36.645489972093294
2011-05-01 36.552725489201200
2011-06-01 36.525334244937504
2011-07-01 37.011527668213500
2011-08-01 37.099025545028500
2011-09-01 37.402514279463400
2011-10-01 37.492049154863900
2011-11-01 37.430008751076100
2011-12-01 37.629263329342200
2012-01-01 37.848856226412295
2012-02-01 38.159799008208600
2012-03-01 38.305747001653790
2012-04-01 38.418424813614500
2012-05-01 38.310738956600900
2012-06-01 38.627029223929895
2012-07-01 38.352267080863100
2012-08-01 38.351694601687996
2012-09-01 38.282828105769000
2012-10-01 38.328868657803700
2012-11-01 38.655657573587900
2012-12-01 39.345258957967000
2013-01-01 38.787789983861100
2013-02-01 38.787120260604700
2013-03-01 38.835236746836100
2013-04-01 38.800554464346900
2013-05-01 39.279215702122400
2013-06-01 39.191192480356996
2013-07-01 39.405934460869105
2013-08-01 39.818878372610506
2013-09-01 39.900631953664295
2013-10-01 39.863522437951005
2013-11-01 39.986617085774604
2013-12-01 40.139860597860300
2014-01-01 40.611303767985600
2014-02-01 40.428676500332706
2014-03-01 40.330406208171600
2014-04-01 40.491245502832500
2014-05-01 40.672102125034300
2014-06-01 40.736231328275200
2014-07-01 41.069255478747100
2014-08-01 41.098078647599700
2014-09-01 41.209196085401200
2014-10-01 41.303273414593605
2014-11-01 41.417940838666100
2014-12-01 41.732021599959600
2015-01-01 42.135106781465900
2015-02-01 42.267219473554100
2015-03-01 42.006235750433000
2015-04-01 42.875944736205795
2015-05-01 43.098337509645500
2015-06-01 43.570799601451100
2015-07-01 43.244192000948400
2015-08-01 43.084279996269210
2015-09-01 43.436818578670100
2015-10-01 43.709930922285300
2015-11-01 43.944720242205000
2015-12-01 43.807519997109395
2016-01-01 43.750556768865096
2016-02-01 43.908106588188400
2016-03-01 44.094524529941300
2016-04-01 44.067535303969706
2016-05-01 44.043304362750504
2016-06-01 44.013958660168200
2016-07-01 44.536120634389300
2016-08-01 44.057218880667110
2016-09-01 44.348274537433994
2016-10-01 44.509554911830210
2016-11-01 44.461866682559100
2016-12-01 44.565584074376204
2017-01-01 44.156068325958800
2017-02-01 44.127062558538896
2017-03-01 44.594626604258500
2017-04-01 44.807915453123600
2017-05-01 44.611934232810604
2017-06-01 44.975852209734704
2017-07-01 44.720795408634300
2017-08-01 44.748271746902894
2017-09-01 44.637758041327600
2017-10-01 44.274362646889800
2017-11-01 44.239403473836000
2017-12-01 44.391708441410210
2018-01-01 44.774456607848800
2018-02-01 44.751675367032900
2018-03-01 44.952983630748996
2018-04-01 44.898476296867900
2018-05-01 44.971742468481800
2018-06-01 45.129268882472800
2018-07-01 45.187335523457605
2018-08-01 45.538985878566100
2018-09-01 45.284967971706490
2018-10-01 45.743072193416500
2018-11-01 45.824198593219606
2018-12-01 45.900501229995300
2019-01-01 46.199033340826100
2019-02-01 46.368785233038594
2019-03-01 46.545631441634290
2019-04-01 46.700010688813200
2019-05-01 46.720290952856910
2019-06-01 46.604831852146305
2019-07-01 46.419829571409700
2019-08-01 46.636673325935200
2019-09-01 46.439260370179300
2019-10-01 46.212075025804790
2019-11-01 46.296150997764500
2019-12-01 46.430217287457400
2020-01-01 46.422181943404400
2020-02-01 46.286219106520500
2020-03-01 45.535814287054390
2020-04-01 29.491070624217400
2020-05-01 36.044334953625295
2020-06-01 39.557046761122400
2020-07-01 40.072763448050104
2020-08-01 40.045163892142000
2020-09-01 40.707736230831100
2020-10-01 41.098000060295604
2020-11-01 41.268606830943604
2020-12-01 41.287639781625900
2021-01-01 41.127911484068800
2021-02-01 40.411409967459605
2021-03-01 41.677539078047500
2021-04-01 42.179719631448500
2021-05-01 42.748966725133210
2021-06-01 43.403933705307210
2021-07-01 43.739367686361290
2021-08-01 43.682642887431000
2021-09-01 44.086577461103900
2021-10-01 44.062227449562500
2021-11-01 43.844656928120900
2021-12-01 44.301558450872500
2022-01-01 43.930917657799604
2022-02-01 44.244519014371100
2022-03-01 44.282510096934610
2022-04-01 45.034876486652700
2022-05-01 44.937641345621200
2022-06-01 45.023353300471200
2022-07-01 45.537993790149400
2022-08-01 45.814331884080296
2022-09-01 45.777776215716706
2022-10-01 45.941404003616000
2022-11-01 46.756718404109000
2022-12-01 46.540865821340800
2023-01-01 47.814465904944200
2023-02-01 47.976420165697200
2023-03-01 48.052884563397000
2023-04-01 47.750510235087900
2023-05-01 47.715895989770790
2023-06-01 47.769917265972600
2023-07-01 47.453693094332900
2023-08-01 47.727402206730300
2023-09-01 47.698501461866900
2023-10-01 48.032264917203800
2023-11-01 48.868112846022400
2023-12-01 48.203673955134000
2024-01-01 48.484397558874704
2024-02-01 48.386041348783500
2024-03-01 48.906200932962896
2024-04-01 48.745745662426300
2024-05-01 49.393838521680900
2024-06-01 49.840960848105404
2024-07-01 49.796544313539400
2024-08-01 49.828796535688895
2024-09-01 50.225233306444200
2024-10-01 52.531448169523000
2024-11-01 51.875380349350900

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