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: Other Services in Bakersfield, CA (MSA) Series ID: BAKE506SRVO 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 5:46 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/BAKE506SRVON). 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 5.1317117445342810 1990-02-01 5.1177465245183800 1990-03-01 5.1470461418283300 1990-04-01 5.0339176367826800 1990-05-01 5.0213182605710500 1990-06-01 5.0664934036017195 1990-07-01 5.0857421977090500 1990-08-01 5.0322931742484010 1990-09-01 5.0276043954694100 1990-10-01 5.0644798992946110 1990-11-01 5.1295608250874810 1990-12-01 5.0512847899830310 1991-01-01 5.4350173909871500 1991-02-01 5.4225326726952200 1991-03-01 5.3562068891068700 1991-04-01 5.2310474909690190 1991-05-01 5.3128087933225990 1991-06-01 5.4529626524165410 1991-07-01 5.3895785985670590 1991-08-01 5.4291353310794700 1991-09-01 5.4204241794062190 1991-10-01 5.4622521191848900 1991-11-01 5.4348753934065700 1991-12-01 5.4538732854987800 1992-01-01 5.3324657589728300 1992-02-01 5.3182787755305400 1992-03-01 5.3728958547798490 1992-04-01 5.4167729078503710 1992-05-01 5.3964312339382000 1992-06-01 5.2540220154046600 1992-07-01 5.3096796263403700 1992-08-01 5.2301491753079200 1992-09-01 5.2200180635884690 1992-10-01 5.1706728773629400 1992-11-01 5.1374405923225600 1992-12-01 5.1460511082106700 1993-01-01 5.2396800861620200 1993-02-01 5.2138852179545600 1993-03-01 5.1801352626714800 1993-04-01 4.9954940479572500 1993-05-01 5.0768336730964600 1993-06-01 5.0603426003012500 1993-07-01 5.2346733185917310 1993-08-01 5.1301042277796105 1993-09-01 5.1198768704224400 1993-10-01 5.0771055087912190 1993-11-01 5.0394764184563390 1993-12-01 5.0415441545348000 1994-01-01 5.1467751564329200 1994-02-01 5.1035034244680000 1994-03-01 5.0779891759308300 1994-04-01 5.1821461114160090 1994-05-01 5.2626962615913200 1994-06-01 5.2616596761314300 1994-07-01 5.1562179486400400 1994-08-01 5.1234351214314810 1994-09-01 5.2215683679258200 1994-10-01 5.2829383117018100 1994-11-01 5.4384105776998500 1994-12-01 5.3406053777685000 1995-01-01 5.2598491474847400 1995-02-01 5.3012681341946300 1995-03-01 5.2723008494530000 1995-04-01 5.4783969828205890 1995-05-01 5.4490935197444010 1995-06-01 5.5620686507579300 1995-07-01 5.5649507222879200 1995-08-01 5.6131558502084990 1995-09-01 5.6260972019783700 1995-10-01 5.5853889641193600 1995-11-01 5.7297770315752490 1995-12-01 5.7430664486459410 1996-01-01 5.6763183831417100 1996-02-01 5.8057689051884800 1996-03-01 5.8707707691738090 1996-04-01 5.7783795483084000 1996-05-01 5.7435875170722110 1996-06-01 5.7699299985695900 1996-07-01 5.7619256474998610 1996-08-01 5.9054700498992300 1996-09-01 5.9353832735619110 1996-10-01 5.9897678281218400 1996-11-01 5.9150866790870000 1996-12-01 5.9410653007731400 1997-01-01 5.9888274660175990 1997-02-01 6.0106829648044100 1997-03-01 6.0583257130613495 1997-04-01 5.9803103855288100 1997-05-01 6.0396520877343400 1997-06-01 5.9878468399909400 1997-07-01 6.0542286580383395 1997-08-01 5.9076202131655800 1997-09-01 6.0382996854381300 1997-10-01 6.3841465439932690 1997-11-01 6.3098966178541100 1997-12-01 6.3444575970167305 1998-01-01 6.3940517657311600 1998-02-01 6.4184446100430400 1998-03-01 6.4524107682580810 1998-04-01 6.4791276910547990 1998-05-01 6.6323050292505390 1998-06-01 6.7091934880425800 1998-07-01 6.7391007009542000 1998-08-01 6.7040699423085400 1998-09-01 6.6310463750198700 1998-10-01 6.5781217848584600 1998-11-01 6.6038436596388600 1998-12-01 6.5476991674471900 1999-01-01 6.7906776494933405 1999-02-01 6.7195360525962995 1999-03-01 6.7523485207046800 1999-04-01 6.8772715856398890 1999-05-01 6.8227061257014500 1999-06-01 6.8391084744579100 1999-07-01 6.9419933409939300 1999-08-01 6.8247794519340195 1999-09-01 6.8209962699696000 1999-10-01 6.6623587350769510 1999-11-01 6.8028086841350300 1999-12-01 6.8470006588919805 2000-01-01 6.6743888151256110 2000-02-01 6.6090884897118500 2000-03-01 6.6521455698247800 2000-04-01 6.5679770937695805 2000-05-01 6.5173683104316000 2000-06-01 6.5688796515137700 2000-07-01 6.5613562857412900 2000-08-01 6.8573389117742005 2000-09-01 6.7143996015039600 2000-10-01 6.7495720993642810 2000-11-01 6.6988854217728090 2000-12-01 6.7381108489142600 2001-01-01 6.6627596462219600 2001-02-01 6.6933678050214410 2001-03-01 6.6415069077551790 2001-04-01 6.7586016041647800 2001-05-01 6.8092399390838600 2001-06-01 6.7907550259562600 2001-07-01 6.8959595961171510 2001-08-01 6.8937998431867100 2001-09-01 7.0021050076320200 2001-10-01 6.8235036211949190 2001-11-01 6.8998490488243600 2001-12-01 6.8292548316016900 2002-01-01 6.9585291211232600 2002-02-01 6.9835278365161110 2002-03-01 6.9335831030513795 2002-04-01 6.7520853148183090 2002-05-01 6.8975837359285790 2002-06-01 6.8022037770938490 2002-07-01 6.8324957601262700 2002-08-01 6.8286107982909000 2002-09-01 6.6029081094071000 2002-10-01 6.9032507546253000 2002-11-01 7.0994494651081110 2002-12-01 6.9291696503239600 2003-01-01 6.8436813813759400 2003-02-01 6.8711749421177300 2003-03-01 6.9230015808801200 2003-04-01 6.8457929597060990 2003-05-01 6.8880618589412500 2003-06-01 6.9065411139822400 2003-07-01 6.8657873721706790 2003-08-01 6.8519856403886110 2003-09-01 6.8900399715158000 2003-10-01 6.8910128780783000 2003-11-01 6.9017938830975000 2003-12-01 6.9339072516405400 2004-01-01 7.0361821794497690 2004-02-01 6.9708069982378700 2004-03-01 6.9139473370732105 2004-04-01 6.9389731747782010 2004-05-01 6.8860868756939695 2004-06-01 6.9062147902588700 2004-07-01 6.8920935525067400 2004-08-01 6.8564298100429000 2004-09-01 6.8810352922017900 2004-10-01 7.0849749013481800 2004-11-01 7.3984347582623400 2004-12-01 7.1370045991138900 2005-01-01 7.1379161929270305 2005-02-01 7.0719415297650990 2005-03-01 7.1097843087997110 2005-04-01 7.1335146578744100 2005-05-01 7.1812548194307200 2005-06-01 7.2078156806537410 2005-07-01 7.1221603411560400 2005-08-01 7.0483329189262305 2005-09-01 7.0782722734412090 2005-10-01 6.9781603686831200 2005-11-01 6.7856739844838610 2005-12-01 6.8264014355116290 2006-01-01 6.8410405933778610 2006-02-01 6.8723372805848300 2006-03-01 6.9183786288667310 2006-04-01 6.9379351857190890 2006-05-01 6.8874191382546295 2006-06-01 6.8058529385391700 2006-07-01 6.8364201962443305 2006-08-01 7.0252244694946600 2006-09-01 6.7921516374632200 2006-10-01 6.5800662917291200 2006-11-01 6.5712020225257100 2006-12-01 6.5230953987038100 2007-01-01 6.6485462458154700 2007-02-01 6.5630300512274500 2007-03-01 6.7225966129153390 2007-04-01 6.5425903460678500 2007-05-01 6.4956458055688300 2007-06-01 6.5050936380252600 2007-07-01 6.8561296270944000 2007-08-01 6.8029279924419900 2007-09-01 6.8079846237721690 2007-10-01 6.8726314059985300 2007-11-01 6.9594556057291400 2007-12-01 7.0206019363342405 2008-01-01 6.8509918084821200 2008-02-01 6.9604355518248610 2008-03-01 6.9223295682787800 2008-04-01 6.9432076468882595 2008-05-01 7.0948279660009410 2008-06-01 7.2064182201564200 2008-07-01 6.9720646245587600 2008-08-01 6.9788385072925300 2008-09-01 6.9257364110422990 2008-10-01 7.0716881649624690 2008-11-01 7.0590924765052700 2008-12-01 7.0197793785195010 2009-01-01 6.8418411299726790 2009-02-01 6.8480337664117900 2009-03-01 6.7182183846009700 2009-04-01 6.7459105391621690 2009-05-01 6.7017630724196600 2009-06-01 6.7060146453398390 2009-07-01 6.6764236539748705 2009-08-01 6.6667242483085300 2009-09-01 6.6506928219600590 2009-10-01 6.6837219360197010 2009-11-01 6.6653630015656200 2009-12-01 6.6205723071215310 2010-01-01 6.7200856111056100 2010-02-01 6.7392384052106200 2010-03-01 6.8127918133353790 2010-04-01 6.7408359798196790 2010-05-01 6.6049808777596900 2010-06-01 6.7168744855951200 2010-07-01 6.5754581356510400 2010-08-01 6.5535048056198500 2010-09-01 6.5654285463846300 2010-10-01 6.4986893779572690 2010-11-01 6.4744840918166400 2010-12-01 6.5346631244772400 2011-01-01 6.5969403091292500 2011-02-01 6.5271085014993100 2011-03-01 6.6020322735370490 2011-04-01 6.6298724601353800 2011-05-01 6.7045228091564200 2011-06-01 6.7348601228485190 2011-07-01 6.8857146858748800 2011-08-01 6.9417993250647300 2011-09-01 6.9651376016776110 2011-10-01 6.8111509285679200 2011-11-01 6.9809839513187700 2011-12-01 7.0535195576888000 2012-01-01 7.0732294119411700 2012-02-01 7.1181152392222800 2012-03-01 7.0894584658474600 2012-04-01 7.1185876021142995 2012-05-01 7.2075485437343500 2012-06-01 7.2782465705829910 2012-07-01 7.1892237177985410 2012-08-01 7.2242723701652300 2012-09-01 7.2561671236932200 2012-10-01 7.3153420115909100 2012-11-01 7.3738531567411500 2012-12-01 7.3572977522482095 2013-01-01 7.3617112611051390 2013-02-01 7.4146159670227500 2013-03-01 7.4820488513976700 2013-04-01 7.5195939291178300 2013-05-01 7.6202436394482900 2013-06-01 7.4192158659955300 2013-07-01 7.4962837708381600 2013-08-01 7.5070026050961100 2013-09-01 7.4446345173985810 2013-10-01 7.4005447094937190 2013-11-01 7.5467308619425300 2013-12-01 7.5448650797938300 2014-01-01 7.6678894474031400 2014-02-01 7.7267404538251310 2014-03-01 7.6828227018085510 2014-04-01 7.8365133736369300 2014-05-01 7.8525683164301010 2014-06-01 7.8644676750868605 2014-07-01 7.7945637288740990 2014-08-01 7.7843997840949810 2014-09-01 7.8178685192577895 2014-10-01 7.7653383205373090 2014-11-01 7.7087727006803700 2014-12-01 7.7267239329314390 2015-01-01 7.8886413533431510 2015-02-01 7.8549087412015790 2015-03-01 7.7945027439133890 2015-04-01 7.6636089135124800 2015-05-01 7.6971614717000100 2015-06-01 7.5722386178972990 2015-07-01 7.7904913344548890 2015-08-01 7.5644560410374290 2015-09-01 7.5816819459418890 2015-10-01 7.5299815944361400 2015-11-01 7.5895245296113005 2015-12-01 7.6119869809048500 2016-01-01 7.5013742598404100 2016-02-01 7.4852737020627810 2016-03-01 7.6117112502413296 2016-04-01 7.5978963331065600 2016-05-01 7.5263210659334500 2016-06-01 7.5740769254100195 2016-07-01 7.6832197484515600 2016-08-01 7.7323704703465090 2016-09-01 7.6397894065416590 2016-10-01 7.7941960239540010 2016-11-01 7.7812201310831610 2016-12-01 7.9004736793119590 2017-01-01 7.6198123288514900 2017-02-01 7.6135424172776200 2017-03-01 7.6400250145820600 2017-04-01 7.6261280543969000 2017-05-01 7.6410268836035990 2017-06-01 7.7562555005135890 2017-07-01 7.7806092738387500 2017-08-01 7.7074827967000700 2017-09-01 7.8159178264121510 2017-10-01 7.7676726670914200 2017-11-01 7.7944273286693890 2017-12-01 7.9030523878571600 2018-01-01 7.6311523540808500 2018-02-01 7.6314450990122200 2018-03-01 7.6711922285835900 2018-04-01 7.7348763528387900 2018-05-01 7.7276547116859900 2018-06-01 7.8195089142786910 2018-07-01 7.8753510544312000 2018-08-01 8.1910172734117310 2018-09-01 8.2112181644511700 2018-10-01 8.1551300766009990 2018-11-01 8.1135727577555410 2018-12-01 8.2091996357365600 2019-01-01 8.3496124266434200 2019-02-01 8.3435869689100900 2019-03-01 8.4003004283210300 2019-04-01 8.3231578870341000 2019-05-01 8.4068431972320200 2019-06-01 8.0722526246600310 2019-07-01 8.1788539767738090 2019-08-01 8.3044345649081600 2019-09-01 8.2303711643445900 2019-10-01 8.1738493510099800 2019-11-01 8.2485570352261800 2019-12-01 8.3280755295869000 2020-01-01 8.4403098307281100 2020-02-01 8.5254189572718800 2020-03-01 8.3969903661704190 2020-04-01 6.6025231985930710 2020-05-01 6.7785587259165000 2020-06-01 6.9235945031358400 2020-07-01 7.0585240723149205 2020-08-01 6.8637241288415400 2020-09-01 7.0830724554024700 2020-10-01 7.3336982935311505 2020-11-01 7.4765798387150500 2020-12-01 7.3301231474091900 2021-01-01 7.1069758723530300 2021-02-01 7.3789949082094095 2021-03-01 7.4664639980060490 2021-04-01 7.7852271397314405 2021-05-01 7.8623583722329600 2021-06-01 7.8976938169734600 2021-07-01 7.9819943468366600 2021-08-01 7.9724397083161600 2021-09-01 8.1029530521614100 2021-10-01 8.2452889116775590 2021-11-01 8.3854367352345990 2021-12-01 8.5390544457117800 2022-01-01 8.5180410229745490 2022-02-01 8.6652049514269200 2022-03-01 8.8511540468220200 2022-04-01 9.0608694599918900 2022-05-01 8.7478187747546610 2022-06-01 8.8792719835286600 2022-07-01 8.8074517412515200 2022-08-01 8.7925487999832900 2022-09-01 8.9232266433734600 2022-10-01 8.7675860842463400 2022-11-01 8.8834432777640520 2022-12-01 8.8336534693555700 2023-01-01 9.0233859689766900 2023-02-01 9.0445199315036180 2023-03-01 9.0204270262659100 2023-04-01 8.8485444802907890 2023-05-01 8.9519646257592000 2023-06-01 8.9753178654493590 2023-07-01 8.9186893543226100 2023-08-01 9.0100812787681200 2023-09-01 8.9295291442170600 2023-10-01 8.9871518319778690 2023-11-01 8.9821004518255900 2023-12-01 9.0350874804823700 2024-01-01 9.0186582317014100 2024-02-01 9.0286685957829600 2024-03-01 8.9959072369960400 2024-04-01 9.0437679778762300