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 2024-10-01
Last Updated 2024-11-20 4:21 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 23.912872981245500
1990-02-01 23.713886022012700
1990-03-01 23.700139427320900
1990-04-01 23.688187877730304
1990-05-01 24.238706245774104
1990-06-01 24.460677333616500
1990-07-01 24.335364807521600
1990-08-01 24.873930445700804
1990-09-01 25.106474762270900
1990-10-01 25.349381642355600
1990-11-01 25.873208927822102
1990-12-01 25.965273979471398
1991-01-01 25.814215510096396
1991-02-01 26.003486860026698
1991-03-01 26.193982203601603
1991-04-01 25.764950596297396
1991-05-01 26.025188103792200
1991-06-01 26.253930960889000
1991-07-01 26.650649745819102
1991-08-01 26.699676234007395
1991-09-01 26.915006088165697
1991-10-01 26.653146881601000
1991-11-01 26.691009291836500
1991-12-01 26.675608907132396
1992-01-01 26.721889633307900
1992-02-01 26.783453096826600
1992-03-01 26.767306114087000
1992-04-01 27.038170411747800
1992-05-01 26.988263373423198
1992-06-01 27.037866366038298
1992-07-01 27.468696220977698
1992-08-01 27.559248554387604
1992-09-01 27.337054114811500
1992-10-01 27.652609522311202
1992-11-01 27.625270246464300
1992-12-01 27.390339735281803
1993-01-01 27.898833713677398
1993-02-01 28.151071555346700
1993-03-01 28.447629155290500
1993-04-01 28.721090290290103
1993-05-01 28.735736141979200
1993-06-01 28.817724892711800
1993-07-01 28.201770809650302
1993-08-01 28.516952194054603
1993-09-01 28.982960199814897
1993-10-01 29.244701394537900
1993-11-01 29.446799468033298
1993-12-01 29.916938801898603
1994-01-01 30.661053542113600
1994-02-01 30.326810143692900
1994-03-01 30.308020600831103
1994-04-01 30.620003861966100
1994-05-01 30.578846570338897
1994-06-01 30.477225183920000
1994-07-01 31.051091789748398
1994-08-01 31.391075644615500
1994-09-01 31.534639810012300
1994-10-01 30.944417433160200
1994-11-01 31.563766360821600
1994-12-01 31.508607299374297
1995-01-01 31.611413546513500
1995-02-01 31.704253359700800
1995-03-01 31.891016522795898
1995-04-01 31.727765442836400
1995-05-01 32.335790146554900
1995-06-01 32.447914164375800
1995-07-01 32.096749445258496
1995-08-01 32.025009155333900
1995-09-01 31.784413613571600
1995-10-01 32.257364774988396
1995-11-01 32.267924869204805
1995-12-01 32.293319038428194
1996-01-01 32.285011729842100
1996-02-01 32.190179758108805
1996-03-01 32.066383184188200
1996-04-01 31.636733654103697
1996-05-01 32.006368685466900
1996-06-01 32.037581138762700
1996-07-01 32.116237416962300
1996-08-01 32.250503246704604
1996-09-01 32.339153181157300
1996-10-01 32.563125245844400
1996-11-01 32.753660379557800
1996-12-01 32.534551310731004
1997-01-01 33.202946170806500
1997-02-01 33.088596504186896
1997-03-01 33.362887603916896
1997-04-01 31.829709679441198
1997-05-01 31.820781448895303
1997-06-01 32.146074762681500
1997-07-01 32.190577799691404
1997-08-01 32.440812046036704
1997-09-01 32.497996579379600
1997-10-01 32.450983063301600
1997-11-01 32.432830263573100
1997-12-01 32.600424438474300
1998-01-01 32.244238981991200
1998-02-01 32.285215479346300
1998-03-01 32.150669205840000
1998-04-01 32.229901484513700
1998-05-01 32.157296442587800
1998-06-01 31.859912465826103
1998-07-01 31.655505755374197
1998-08-01 31.418599134166197
1998-09-01 31.746784110956398
1998-10-01 31.127691670021896
1998-11-01 31.100013853321000
1998-12-01 31.033574835497898
1999-01-01 32.124252222396805
1999-02-01 32.595144330599105
1999-03-01 32.148505861397700
1999-04-01 33.238588097670394
1999-05-01 33.504108309942200
1999-06-01 33.459261108244800
1999-07-01 33.917037685669200
1999-08-01 33.593134042490400
1999-09-01 34.169634821062700
1999-10-01 34.707801480786600
1999-11-01 34.874755505760400
1999-12-01 34.900041220150800
2000-01-01 34.387466093795300
2000-02-01 34.300844817984800
2000-03-01 34.336510455567300
2000-04-01 34.267560800936600
2000-05-01 34.013808675265196
2000-06-01 34.363401632840400
2000-07-01 34.307884564382300
2000-08-01 34.171906975634606
2000-09-01 34.199347684653200
2000-10-01 34.189035295644100
2000-11-01 34.029381811707600
2000-12-01 33.871342639079300
2001-01-01 34.038351045039400
2001-02-01 34.314493783544606
2001-03-01 34.001497065386500
2001-04-01 33.807972123926895
2001-05-01 33.731087408833396
2001-06-01 34.044270498374000
2001-07-01 34.314835785282895
2001-08-01 34.553441230869495
2001-09-01 34.511179262317800
2001-10-01 34.396840554992500
2001-11-01 34.395006912413300
2001-12-01 34.493628948189000
2002-01-01 34.248172398056100
2002-02-01 34.224177858871000
2002-03-01 34.353939889728100
2002-04-01 34.438942810397900
2002-05-01 34.829918287139805
2002-06-01 34.518217777214200
2002-07-01 33.635018945183600
2002-08-01 34.008763233340800
2002-09-01 34.121648073082800
2002-10-01 34.153578276509800
2002-11-01 33.990008274602700
2002-12-01 34.025275732415300
2003-01-01 33.841801012952300
2003-02-01 33.743305469663300
2003-03-01 33.583986425739400
2003-04-01 33.651287647459800
2003-05-01 33.718165545106700
2003-06-01 33.269800389328500
2003-07-01 33.238558841544500
2003-08-01 33.378350737325505
2003-09-01 33.337269698506000
2003-10-01 33.640682761067100
2003-11-01 33.816828792910700
2003-12-01 33.776628646304495
2004-01-01 34.125307178067600
2004-02-01 34.243869213368000
2004-03-01 34.310536530405194
2004-04-01 33.939075172242800
2004-05-01 33.787059204731996
2004-06-01 33.941982882607700
2004-07-01 34.025355265267400
2004-08-01 34.252083838315100
2004-09-01 34.479381788729400
2004-10-01 34.433426771094304
2004-11-01 34.635317741418900
2004-12-01 34.636331367094700
2005-01-01 34.500704365942100
2005-02-01 34.521699313110900
2005-03-01 34.732049365275500
2005-04-01 35.242671690746400
2005-05-01 35.382421098948100
2005-06-01 35.708993977571104
2005-07-01 35.605493480600600
2005-08-01 35.737461391692400
2005-09-01 36.005874414135100
2005-10-01 35.499742419239396
2005-11-01 35.462846466733000
2005-12-01 35.299304480011900
2006-01-01 36.180372116646794
2006-02-01 36.091143307561800
2006-03-01 36.373898567228700
2006-04-01 36.249517281951100
2006-05-01 36.377936637598900
2006-06-01 36.381556352669600
2006-07-01 36.583404237859796
2006-08-01 36.541963333847000
2006-09-01 36.397461946710400
2006-10-01 36.552322561123900
2006-11-01 36.185973517627794
2006-12-01 37.061910421157606
2007-01-01 36.364086514459600
2007-02-01 36.667686479114900
2007-03-01 36.742255155129100
2007-04-01 36.642238249565800
2007-05-01 36.564691037792600
2007-06-01 36.569818985241106
2007-07-01 36.777280317570710
2007-08-01 36.678635376515200
2007-09-01 36.665582710270000
2007-10-01 36.744837234395900
2007-11-01 36.995714599283296
2007-12-01 36.805045637936296
2008-01-01 36.883695208851800
2008-02-01 36.863530305350900
2008-03-01 36.554227422459704
2008-04-01 36.497238420671600
2008-05-01 36.741817364543900
2008-06-01 36.793282050102100
2008-07-01 36.568575377297800
2008-08-01 36.926082456178400
2008-09-01 36.800497224783500
2008-10-01 37.014108904163790
2008-11-01 36.891046056466100
2008-12-01 37.255796736817600
2009-01-01 37.616771459263504
2009-02-01 37.462768770223796
2009-03-01 37.702291530931400
2009-04-01 37.240456458807200
2009-05-01 37.121788985366500
2009-06-01 37.112749140332106
2009-07-01 36.871406274410700
2009-08-01 36.448215594196300
2009-09-01 36.628585716834200
2009-10-01 36.175457103532400
2009-11-01 36.289766682741300
2009-12-01 35.986105723795000
2010-01-01 35.862094925836395
2010-02-01 35.892125826468500
2010-03-01 35.971200678403800
2010-04-01 36.387722732908800
2010-05-01 36.294164082830896
2010-06-01 36.225214129299296
2010-07-01 36.250488660698790
2010-08-01 36.339390322529795
2010-09-01 36.444484995765100
2010-10-01 36.775769296022894
2010-11-01 37.001413264958800
2010-12-01 37.115164174230790
2011-01-01 36.408872582379500
2011-02-01 35.525348011524900
2011-03-01 36.347810350895000
2011-04-01 36.645483865899100
2011-05-01 36.552720630142700
2011-06-01 36.525333757786605
2011-07-01 37.011534314262100
2011-08-01 37.099040583885400
2011-09-01 37.402533244375300
2011-10-01 37.492065021726106
2011-11-01 37.430016171130205
2011-12-01 37.629255422518400
2012-01-01 37.848827973189900
2012-02-01 38.159773021213000
2012-03-01 38.305726850428000
2012-04-01 38.418398476534400
2012-05-01 38.310721839136100
2012-06-01 38.627034770559700
2012-07-01 38.352281832338100
2012-08-01 38.351800395853296
2012-09-01 38.282876948128700
2012-10-01 38.328908122877900
2012-11-01 38.655666691803000
2012-12-01 39.345223754335606
2013-01-01 38.787705139729496
2013-02-01 38.787035060903000
2013-03-01 38.835176792410900
2013-04-01 38.800500038881800
2013-05-01 39.279194174511700
2013-06-01 39.191217383503900
2013-07-01 39.405949407379104
2013-08-01 39.819102098505894
2013-09-01 39.900749777911400
2013-10-01 39.863637885161790
2013-11-01 39.986721190978300
2013-12-01 40.139941664410000
2014-01-01 40.611022217280100
2014-02-01 40.427986178877894
2014-03-01 40.330470279839600
2014-04-01 40.491275906819794
2014-05-01 40.672137464896200
2014-06-01 40.736368823240900
2014-07-01 41.069285325883400
2014-08-01 41.098413312463500
2014-09-01 41.209367502908500
2014-10-01 41.303486184477500
2014-11-01 41.418075482070900
2014-12-01 41.732204910965500
2015-01-01 42.134614377911895
2015-02-01 42.265918042065900
2015-03-01 42.006422729690100
2015-04-01 42.876083942752710
2015-05-01 43.098462206563000
2015-06-01 43.571071594235300
2015-07-01 43.244256758899496
2015-08-01 43.084659680250700
2015-09-01 43.437031674256800
2015-10-01 43.710224180284700
2015-11-01 43.944870369186894
2015-12-01 43.807799707677795
2016-01-01 43.749867861076794
2016-02-01 43.906217278763290
2016-03-01 44.094867611475200
2016-04-01 44.067817870683605
2016-05-01 44.043543995693796
2016-06-01 44.014376584185600
2016-07-01 44.536233071310100
2016-08-01 44.057600585920200
2016-09-01 44.348466416176300
2016-10-01 44.509861295428900
2016-11-01 44.461921870169500
2016-12-01 44.565796876561700
2017-01-01 44.155313054735500
2017-02-01 44.125105077765205
2017-03-01 44.594855256846100
2017-04-01 44.808143864122600
2017-05-01 44.612824379105795
2017-06-01 44.976143923373390
2017-07-01 44.720894714175394
2017-08-01 44.748621409616900
2017-09-01 44.637966663280400
2017-10-01 44.274744373884400
2017-11-01 44.239339858594400
2017-12-01 44.391776201290600
2018-01-01 44.773584348719100
2018-02-01 44.749286209331000
2018-03-01 44.953155715473390
2018-04-01 44.898749626358100
2018-05-01 44.973407572027900
2018-06-01 45.129610175140290
2018-07-01 45.187679073547294
2018-08-01 45.539534844088500
2018-09-01 45.285337380690000
2018-10-01 45.743519121671300
2018-11-01 45.823790422344210
2018-12-01 45.899968733471404
2019-01-01 46.197718919075896
2019-02-01 46.365946708924400
2019-03-01 46.544998112935600
2019-04-01 46.699699564294100
2019-05-01 46.722434323204100
2019-06-01 46.605561380224100
2019-07-01 46.421636129831000
2019-08-01 46.639133893814495
2019-09-01 46.441699448129400
2019-10-01 46.214387463418795
2019-11-01 46.296943614136104
2019-12-01 46.422634169709700
2020-01-01 46.417572473038600
2020-02-01 46.282567543390290
2020-03-01 45.533777889556290
2020-04-01 29.489676860290400
2020-05-01 36.046667597194000
2020-06-01 39.559890932675600
2020-07-01 40.078775687640900
2020-08-01 40.052888199744700
2020-09-01 40.715062653558400
2020-10-01 41.103385275504706
2020-11-01 41.269253303902900
2020-12-01 41.270521976679400
2021-01-01 41.116594400580894
2021-02-01 40.403948028372700
2021-03-01 41.671370047278295
2021-04-01 42.174942686021600
2021-05-01 42.750176952484495
2021-06-01 43.409345201050800
2021-07-01 43.751923258471790
2021-08-01 43.701323362673210
2021-09-01 44.109974148309500
2021-10-01 44.091868677992790
2021-11-01 43.826316083718700
2021-12-01 44.262204124798004
2022-01-01 43.906082639654500
2022-02-01 44.230244337576500
2022-03-01 44.272194999366505
2022-04-01 45.029068186213890
2022-05-01 44.939987906170906
2022-06-01 45.033253565037700
2022-07-01 45.559191754751700
2022-08-01 45.846326181604994
2022-09-01 45.818915793815606
2022-10-01 45.997048852276900
2022-11-01 46.718390391812600
2022-12-01 46.479202678925600
2023-01-01 47.774750487831200
2023-02-01 47.953670394695800
2023-03-01 48.037427742755206
2023-04-01 47.743275239238700
2023-05-01 47.718926023365200
2023-06-01 47.783455545557600
2023-07-01 47.482649952429895
2023-08-01 47.772459894937200
2023-09-01 47.758816561482500
2023-10-01 48.119102959186900
2023-11-01 48.809113216439200
2023-12-01 48.116282133337790
2024-01-01 48.429649450096600
2024-02-01 48.356392691110500
2024-03-01 48.887233144890900
2024-04-01 48.739049502673396
2024-05-01 49.399046401133900
2024-06-01 49.857949634981200
2024-07-01 49.831511131642100
2024-08-01 49.882555711053900
2024-09-01 50.295827760736195
2024-10-01 51.832849506557000

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