NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Financial Activities in Tulsa, OK (MSA) Series ID: TULS140FIRE 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 2024-04-01 Last Updated: 2024-05-18 4:20 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/TULS140FIREN). 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 18.902754283748500 1990-02-01 18.906383299537500 1990-03-01 18.987881558004100 1990-04-01 19.008678219864800 1990-05-01 18.942931156839100 1990-06-01 18.940725924230000 1990-07-01 19.046749243575000 1990-08-01 19.054749488212604 1990-09-01 19.169776188333000 1990-10-01 18.662137200088000 1990-11-01 18.781284783683300 1990-12-01 18.794883817241100 1991-01-01 18.903507823922897 1991-02-01 18.996045330785900 1991-03-01 19.087232723799602 1991-04-01 19.112070259528803 1991-05-01 19.346503456801000 1991-06-01 19.442371664891800 1991-07-01 19.439226805003198 1991-08-01 19.555537931576100 1991-09-01 19.563853290282600 1991-10-01 19.667456673293298 1991-11-01 19.691488187440800 1991-12-01 19.787835866855800 1992-01-01 19.810848397793396 1992-02-01 19.785780220622698 1992-03-01 19.885579384173997 1992-04-01 20.126039956923897 1992-05-01 20.252135675352200 1992-06-01 20.146311552324300 1992-07-01 20.130629646930700 1992-08-01 20.257946184029300 1992-09-01 20.250251463682500 1992-10-01 20.372443572634900 1992-11-01 20.398309519003600 1992-12-01 20.364582921155100 1993-01-01 19.920864213591603 1993-02-01 19.980127443146802 1993-03-01 19.874233120740897 1993-04-01 19.839471983591100 1993-05-01 19.764074602193800 1993-06-01 19.872071005094398 1993-07-01 19.931470243586500 1993-08-01 19.966243807462000 1993-09-01 20.027317718725100 1993-10-01 20.568937448817000 1993-11-01 20.498678676034300 1993-12-01 20.730788677800200 1994-01-01 21.147237370864600 1994-02-01 21.187665070703698 1994-03-01 21.267061668143100 1994-04-01 21.464674214040700 1994-05-01 21.578430736108200 1994-06-01 21.568556753054700 1994-07-01 21.713406047984400 1994-08-01 21.655193255713200 1994-09-01 21.700612653515300 1994-10-01 21.668917478290300 1994-11-01 21.589177299385500 1994-12-01 21.803437260436603 1995-01-01 21.782220254642898 1995-02-01 21.816142121503000 1995-03-01 21.964141046394200 1995-04-01 21.876457768293600 1995-05-01 22.188044078280000 1995-06-01 22.362392224267303 1995-07-01 22.605759258529200 1995-08-01 22.738608056651803 1995-09-01 23.065470981237397 1995-10-01 23.069252613778700 1995-11-01 23.576492846032700 1995-12-01 23.785339917799000 1996-01-01 23.738689685999000 1996-02-01 23.876320127627000 1996-03-01 24.072555458848400 1996-04-01 23.898784065857000 1996-05-01 23.882780483953900 1996-06-01 23.822274906006303 1996-07-01 23.900180897617997 1996-08-01 24.007148133662300 1996-09-01 24.032470094121297 1996-10-01 24.173881664182300 1996-11-01 24.050292548577104 1996-12-01 24.191648913514200 1997-01-01 24.382753602950697 1997-02-01 24.137192175053800 1997-03-01 23.883467896025000 1997-04-01 24.098795008837900 1997-05-01 23.860015239175500 1997-06-01 24.182066194912000 1997-07-01 24.218449588545500 1997-08-01 24.181008766124200 1997-09-01 24.105229696026804 1997-10-01 24.166457762704500 1997-11-01 24.346123078388100 1997-12-01 24.311329931924895 1998-01-01 24.404225837136398 1998-02-01 24.482078773801398 1998-03-01 24.603628239546598 1998-04-01 24.796261877568103 1998-05-01 24.729818649361300 1998-06-01 24.839529249262600 1998-07-01 24.637783983380800 1998-08-01 24.560770983768300 1998-09-01 24.594073604725200 1998-10-01 24.258955946221104 1998-11-01 24.247276549256100 1998-12-01 24.040015945181604 1999-01-01 23.897441325938697 1999-02-01 23.786613725314100 1999-03-01 23.919222552202300 1999-04-01 23.870014475549603 1999-05-01 24.103907402203898 1999-06-01 24.239496188186300 1999-07-01 24.359227402510900 1999-08-01 24.565846782456700 1999-09-01 24.596446668361500 1999-10-01 24.657517751997700 1999-11-01 24.768780343418400 1999-12-01 24.755131392041200 2000-01-01 24.884630440319800 2000-02-01 24.880571073456103 2000-03-01 24.729377387547398 2000-04-01 25.049159428179998 2000-05-01 25.076112875805800 2000-06-01 25.344754104744300 2000-07-01 24.868971106437300 2000-08-01 24.889465037853700 2000-09-01 25.022404347325600 2000-10-01 24.962782604674100 2000-11-01 24.792129012472700 2000-12-01 24.963598413521700 2001-01-01 24.732859186611700 2001-02-01 25.028468924182896 2001-03-01 25.012005575341203 2001-04-01 25.020187818824603 2001-05-01 25.068979450802196 2001-06-01 25.092491047264105 2001-07-01 25.084916044641400 2001-08-01 25.228618263382696 2001-09-01 25.264058903091197 2001-10-01 25.476830514343300 2001-11-01 25.526886686874498 2001-12-01 25.364129436573602 2002-01-01 25.168737960016998 2002-02-01 25.048540715916000 2002-03-01 24.870040713348200 2002-04-01 24.898443894401000 2002-05-01 24.783257377341800 2002-06-01 24.750658225450500 2002-07-01 24.896914023825897 2002-08-01 24.773132104778600 2002-09-01 24.724840909778102 2002-10-01 24.592568658239200 2002-11-01 24.636821866487104 2002-12-01 24.567970945724603 2003-01-01 24.495253782041804 2003-02-01 24.462471773038400 2003-03-01 24.411432757297202 2003-04-01 24.585543715981302 2003-05-01 24.612808967967300 2003-06-01 24.504009011744397 2003-07-01 24.504120416843100 2003-08-01 24.412012364603200 2003-09-01 24.474008317757804 2003-10-01 24.518568720207200 2003-11-01 24.434733145153302 2003-12-01 24.268905255866700 2004-01-01 24.745921201451200 2004-02-01 24.795389241126102 2004-03-01 24.846629836632200 2004-04-01 24.691345366968900 2004-05-01 24.646151672512900 2004-06-01 24.649128900403700 2004-07-01 24.502323580323600 2004-08-01 24.636273209956197 2004-09-01 24.610200631000500 2004-10-01 24.622367839706303 2004-11-01 24.728099866721000 2004-12-01 24.669467204929000 2005-01-01 25.119295421664000 2005-02-01 25.156439552830600 2005-03-01 25.098131066390500 2005-04-01 24.906461941804500 2005-05-01 24.876164544485196 2005-06-01 24.987160860179700 2005-07-01 25.100056756601802 2005-08-01 25.139136835285000 2005-09-01 25.123069904572898 2005-10-01 25.009386235261697 2005-11-01 25.215242861942397 2005-12-01 25.151192195651397 2006-01-01 25.327511705439700 2006-02-01 25.351708591714200 2006-03-01 25.382201615319700 2006-04-01 25.325629849850397 2006-05-01 25.398495499947600 2006-06-01 25.618282878363200 2006-07-01 25.193653360657102 2006-08-01 25.324850053524102 2006-09-01 25.418504513555800 2006-10-01 25.477129228403300 2006-11-01 25.587437591042700 2006-12-01 25.726952972501300 2007-01-01 24.956393078147503 2007-02-01 25.078393906085502 2007-03-01 25.210293038686000 2007-04-01 25.035504553995400 2007-05-01 25.003635851435900 2007-06-01 25.047836669533500 2007-07-01 25.087240560501600 2007-08-01 25.002456406121503 2007-09-01 24.996188166050896 2007-10-01 25.044475114665800 2007-11-01 24.853022129677402 2007-12-01 24.787060641746200 2008-01-01 24.694749922138300 2008-02-01 24.623062165878200 2008-03-01 24.559305044645300 2008-04-01 24.636101455834500 2008-05-01 24.603799163745197 2008-06-01 24.563741169237800 2008-07-01 24.784890266337200 2008-08-01 24.688080109458200 2008-09-01 24.571306788715102 2008-10-01 24.510248017459002 2008-11-01 24.425705785223304 2008-12-01 24.450482487931104 2009-01-01 24.118163512335000 2009-02-01 23.965220423937602 2009-03-01 23.909703953618300 2009-04-01 24.029380523907598 2009-05-01 24.105009011038700 2009-06-01 23.972896149951200 2009-07-01 24.096290528934897 2009-08-01 23.782832173110698 2009-09-01 23.653343629894100 2009-10-01 23.484936287880803 2009-11-01 23.501791247766400 2009-12-01 23.317765819678000 2010-01-01 23.322163139087000 2010-02-01 23.292256311456597 2010-03-01 23.246626696233896 2010-04-01 23.328569870566600 2010-05-01 23.315005915695895 2010-06-01 23.176271057096898 2010-07-01 23.109173139662598 2010-08-01 23.090971080868503 2010-09-01 23.045960439600800 2010-10-01 22.963589979702398 2010-11-01 22.877225962991700 2010-12-01 22.896798498943700 2011-01-01 22.812879128821898 2011-02-01 22.703295917748300 2011-03-01 22.671646202484304 2011-04-01 22.628740546675600 2011-05-01 22.526610227971698 2011-06-01 22.583961977686800 2011-07-01 22.519312806777897 2011-08-01 22.505666738750700 2011-09-01 22.542832090025897 2011-10-01 22.546272622850104 2011-11-01 22.556755189196700 2011-12-01 22.582452159540600 2012-01-01 22.499376184142800 2012-02-01 22.607655147082500 2012-03-01 22.481295942561697 2012-04-01 22.239910502873002 2012-05-01 22.344156491975003 2012-06-01 22.387183843262700 2012-07-01 22.420710503865298 2012-08-01 22.418834160309300 2012-09-01 22.439893582049800 2012-10-01 22.525845424979803 2012-11-01 22.542245725332698 2012-12-01 22.581682005221800 2013-01-01 22.690833525171300 2013-02-01 22.706704021280302 2013-03-01 22.690679055625300 2013-04-01 22.754207391136198 2013-05-01 22.854641901175700 2013-06-01 22.892587455016304 2013-07-01 22.911716340824900 2013-08-01 22.921531014948396 2013-09-01 22.936331776954198 2013-10-01 23.008942501784300 2013-11-01 23.133622107278600 2013-12-01 22.989292642168003 2014-01-01 22.889086224385800 2014-02-01 22.906876818777200 2014-03-01 22.902125916807500 2014-04-01 22.966159207312800 2014-05-01 22.850947318419500 2014-06-01 22.788571792028500 2014-07-01 22.802059371963200 2014-08-01 22.819465785035200 2014-09-01 22.831040912889700 2014-10-01 22.809093453022300 2014-11-01 22.936574220406300 2014-12-01 22.902247572563800 2015-01-01 22.995027526948103 2015-02-01 23.006161369884400 2015-03-01 23.111288985224103 2015-04-01 23.064929548603200 2015-05-01 23.142856689561896 2015-06-01 23.076616860590700 2015-07-01 23.392688675396700 2015-08-01 23.312128009144500 2015-09-01 23.323909007751197 2015-10-01 23.325302343612400 2015-11-01 23.244492956087303 2015-12-01 23.212623987799102 2016-01-01 23.301805849199600 2016-02-01 23.309607658553900 2016-03-01 23.211330555719800 2016-04-01 23.155642997111002 2016-05-01 23.237293328288104 2016-06-01 23.156095716640802 2016-07-01 23.192651519013300 2016-08-01 23.105207310935196 2016-09-01 23.116870939851697 2016-10-01 23.152991683513303 2016-11-01 23.063920820746898 2016-12-01 23.214667851488400 2017-01-01 22.904574351056105 2017-02-01 22.807701024074202 2017-03-01 22.901044253222498 2017-04-01 23.043955167617696 2017-05-01 23.038823500217900 2017-06-01 23.039018557364603 2017-07-01 22.889299590392900 2017-08-01 23.101486334205102 2017-09-01 23.112840287950203 2017-10-01 23.175676175589800 2017-11-01 23.280387321431398 2017-12-01 23.415642822152200 2018-01-01 23.408686922019600 2018-02-01 23.415796217458897 2018-03-01 23.496219323508800 2018-04-01 23.333985006520900 2018-05-01 23.242136562365900 2018-06-01 23.327729078742898 2018-07-01 23.176094596208300 2018-08-01 23.195074675257500 2018-09-01 23.210728054252800 2018-10-01 23.087578240478898 2018-11-01 23.200370608583000 2018-12-01 23.112764096286696 2019-01-01 23.415756542520800 2019-02-01 23.323622678372100 2019-03-01 23.393908773535102 2019-04-01 23.427247367289800 2019-05-01 23.446287320820304 2019-06-01 23.422217709825300 2019-07-01 23.350476787537698 2019-08-01 23.390389212429103 2019-09-01 23.304953705651304 2019-10-01 23.090572793679400 2019-11-01 23.108622096487700 2019-12-01 23.123934127532600 2020-01-01 23.024466255437698 2020-02-01 22.932518299739300 2020-03-01 22.898417191592102 2020-04-01 22.328789247605900 2020-05-01 22.036217481917200 2020-06-01 22.024972762355198 2020-07-01 22.030642822050200 2020-08-01 21.986916936927900 2020-09-01 21.998710128208398 2020-10-01 22.083860076475602 2020-11-01 22.114322653192897 2020-12-01 22.147426597431803 2021-01-01 22.334116416506900 2021-02-01 22.237916857710500 2021-03-01 22.310735547175300 2021-04-01 22.337139628895898 2021-05-01 22.421666004450604 2021-06-01 22.518943860529800 2021-07-01 22.694677316838800 2021-08-01 22.774811468431302 2021-09-01 22.894200413712500 2021-10-01 23.069318759397998 2021-11-01 23.012273393908600 2021-12-01 23.177532348078604 2022-01-01 23.152500455638800 2022-02-01 23.252999032417100 2022-03-01 23.236350622471700 2022-04-01 23.447671509984303 2022-05-01 23.501021200906300 2022-06-01 23.508919121768603 2022-07-01 23.563484747293302 2022-08-01 23.459209611379600 2022-09-01 23.491660261908800 2022-10-01 23.458040105450202 2022-11-01 23.510494970482302 2022-12-01 23.503682157084604 2023-01-01 23.568476619869600 2023-02-01 23.661443124731900 2023-03-01 23.556813617211198 2023-04-01 23.752618081737104 2023-05-01 23.884180399996900 2023-06-01 23.995233848164300 2023-07-01 23.946576076909103 2023-08-01 24.048762300742300 2023-09-01 23.888699633911300 2023-10-01 24.054370099037700 2023-11-01 24.105200575252400 2023-12-01 24.028455581796603 2024-01-01 24.078874319842700 2024-02-01 24.064514273301302 2024-03-01 24.071636908571000 2024-04-01 24.056812688427800