Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Bakersfield, CA (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Bakersfield, CA (MSA)
Series ID SMU06125406561000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 2003-01-01 to 2024-11-01
Last Updated 2024-12-21 6:08 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
2003-01-01 1.6093873934825300
2003-02-01 1.6076293488972900
2003-03-01 1.6040506757483601
2003-04-01 1.4723689441707701
2003-05-01 1.6317464017216798
2003-06-01 1.4953328857976700
2003-07-01 1.5435197785834700
2003-08-01 1.5493423180806500
2003-09-01 1.6295662280959100
2003-10-01 1.5898353086191899
2003-11-01 1.5943583757423100
2003-12-01 1.5746237728095600
2004-01-01 1.6077439643461897
2004-02-01 1.6067953117416800
2004-03-01 1.6041375788744900
2004-04-01 1.6716679105885300
2004-05-01 1.6297459716783600
2004-06-01 1.6948442339582699
2004-07-01 1.6485251574986700
2004-08-01 1.6519093467254600
2004-09-01 1.6314553299180100
2004-10-01 1.5861458932242300
2004-11-01 1.5916099711753202
2004-12-01 1.6754171275824400
2005-01-01 1.6038243348101100
2005-02-01 1.6111550396418899
2005-03-01 1.7050613839765000
2005-04-01 1.5709004632994399
2005-05-01 1.6250566091644800
2005-06-01 1.5924742284231397
2005-07-01 1.6546981003818300
2005-08-01 1.6556850138310502
2005-09-01 1.6339631753206798
2005-10-01 1.6828982737040100
2005-11-01 1.6895598786150199
2005-12-01 1.6721673767380902
2006-01-01 1.7040019102027700
2006-02-01 1.7132682571281899
2006-03-01 1.7033671149129700
2006-04-01 1.7777740630815402
2006-05-01 1.7185197163066799
2006-06-01 1.8893236947472200
2006-07-01 1.5584544178205701
2006-08-01 1.7644042802262399
2006-09-01 1.7327834549343300
2006-10-01 1.7732020454914599
2006-11-01 1.7842472743071500
2006-12-01 1.7737778715605400
2007-01-01 1.8090289632949998
2007-02-01 1.8173944260795200
2007-03-01 1.8085230181242600
2007-04-01 1.7790408968947000
2007-05-01 1.8150560362290300
2007-06-01 1.7774764127127600
2007-07-01 1.7609763428329900
2007-08-01 1.6719940314855901
2007-09-01 1.8311719428285802
2007-10-01 1.8645533326503798
2007-11-01 1.8789840058557500
2007-12-01 1.8799597630897098
2008-01-01 1.9139612969928501
2008-02-01 1.8210452442775700
2008-03-01 1.9184145768881100
2008-04-01 1.8803657953090000
2008-05-01 1.9088083624994700
2008-06-01 1.8679558514556398
2008-07-01 1.7592914161511900
2008-08-01 1.9764028559974598
2008-09-01 1.9216870218290703
2008-10-01 1.8599483069470400
2008-11-01 1.8769530746177399
2008-12-01 1.9941970446658400
2009-01-01 1.9134012810616200
2009-02-01 2.0321063694678500
2009-03-01 2.0288165029874700
2009-04-01 1.9748155331518700
2009-05-01 2.0010998074313500
2009-06-01 2.0556094907923304
2009-07-01 2.0595427668019500
2009-08-01 1.9766865712033301
2009-09-01 2.0114549076747500
2009-10-01 2.0658230770794600
2009-11-01 1.9806140091759800
2009-12-01 1.9026004233315400
2010-01-01 1.8116270132833303
2010-02-01 1.8392747354887100
2010-03-01 1.7350146113124400
2010-04-01 1.5741739356550402
2010-05-01 1.4896354343966898
2010-06-01 1.5518432538515600
2010-07-01 1.4565161026620501
2010-08-01 1.4724832293048800
2010-09-01 1.4048438690481600
2010-10-01 1.4755002744449800
2010-11-01 1.4874783663383800
2010-12-01 1.4121877298105600
2011-01-01 1.5030403170940300
2011-02-01 1.4433524617455900
2011-03-01 1.4349391871991800
2011-04-01 1.5704390433734500
2011-05-01 1.5851279650281900
2011-06-01 1.5479185885220900
2011-07-01 1.6626203841429000
2011-08-01 1.6628235756090100
2011-09-01 1.7056013052913002
2011-10-01 1.5863509666344100
2011-11-01 1.5923367752045800
2011-12-01 1.6219965912642398
2012-01-01 1.6904118397467602
2012-02-01 1.6392872055504400
2012-03-01 1.7295469094088000
2012-04-01 1.6719967605326798
2012-05-01 1.6828813119117800
2012-06-01 1.6499846924821900
2012-07-01 1.5712389511928200
2012-08-01 1.5487429852742698
2012-09-01 1.6091426870420802
2012-10-01 1.5981629793037297
2012-11-01 1.5993436070254200
2012-12-01 1.6288209093145298
2013-01-01 1.4783974436523500
2013-02-01 1.5297554853368100
2013-03-01 1.5165951875596202
2013-04-01 1.4721007473286998
2013-05-01 1.5888943677928702
2013-06-01 1.4488395640070502
2013-07-01 1.5896246013795399
2013-08-01 1.5406703837637800
2013-09-01 1.4114434552208799
2013-10-01 1.5036962569165600
2013-11-01 1.5010952176538301
2013-12-01 1.5321142545193898
2014-01-01 1.5767233955420600
2014-02-01 1.5123419223779397
2014-03-01 1.5043436233737901
2014-04-01 1.4754492872060200
2014-05-01 1.3943975061369198
2014-06-01 1.4498122296348501
2014-07-01 1.4047769310216000
2014-08-01 1.4385699398243100
2014-09-01 1.5158808943425501
2014-10-01 1.4042440758883600
2014-11-01 1.3964639025533100
2014-12-01 1.3356236852590702
2015-01-01 1.3767263163202800
2015-02-01 1.3970253354738000
2015-03-01 1.3963876729348500
2015-04-01 1.3750113765105300
2015-05-01 1.3995131215901597
2015-06-01 1.4465470594634802
2015-07-01 1.4256277618221298
2015-08-01 1.4450742222323300
2015-09-01 1.3193417498648000
2015-10-01 1.3954860810152300
2015-11-01 1.3840133654537299
2015-12-01 1.4391796173976201
2016-01-01 1.3784594646903703
2016-02-01 1.4902756793564098
2016-03-01 1.3967429962800602
2016-04-01 1.4733192591627500
2016-05-01 1.3933050891141900
2016-06-01 1.4479347389255100
2016-07-01 1.4391536240112900
2016-08-01 1.4573863006088400
2016-09-01 1.5217134593264100
2016-10-01 1.4916117361506298
2016-11-01 1.4700197595125701
2016-12-01 1.4357373859751600
2017-01-01 1.4750720307342100
2017-02-01 1.4918884473736900
2017-03-01 1.4990932126735300
2017-04-01 1.4734452758724401
2017-05-01 1.4820080734775098
2017-06-01 1.4507946455587900
2017-07-01 1.5558374980881202
2017-08-01 1.4799603475799599
2017-09-01 1.4170437851643600
2017-10-01 1.4812709958699200
2017-11-01 1.5534134921257299
2017-12-01 1.5251314489158898
2018-01-01 1.5750724021371000
2018-02-01 1.4994220139367800
2018-03-01 1.6046028531514498
2018-04-01 1.5755569948341900
2018-05-01 1.6670758071906000
2018-06-01 1.6605490235317300
2018-07-01 1.6633500576526201
2018-08-01 1.7046316770062602
2018-09-01 1.7145532193517000
2018-10-01 1.7729711709480802
2018-11-01 1.7381477752653798
2018-12-01 1.8082663006895600
2019-01-01 1.7670265365980602
2019-02-01 1.8094753266326000
2019-03-01 1.8097061572507098
2019-04-01 1.8810467634722900
2019-05-01 1.8601533334165600
2019-06-01 1.8707314532666600
2019-07-01 1.8724820145783200
2019-08-01 1.8244144514007699
2019-09-01 1.8087486495183000
2019-10-01 1.7618252159133900
2019-11-01 1.8267797029372201
2019-12-01 1.7935583955783000
2020-01-01 1.8625039440153501
2020-02-01 1.8141139299111600
2020-03-01 1.8130382398049298
2020-04-01 1.2839068354682100
2020-05-01 1.3615732654644799
2020-06-01 1.3794766519516800
2020-07-01 1.3761368010661700
2020-08-01 1.4359282458614901
2020-09-01 1.5088594119612602
2020-10-01 1.5603658804830700
2020-11-01 1.6193972358162000
2020-12-01 1.5785615941900900
2021-01-01 1.5561024002755202
2021-02-01 1.6105985274993700
2021-03-01 1.6119799212764900
2021-04-01 1.7880177141178000
2021-05-01 1.7708324751586500
2021-06-01 1.7879111756167400
2021-07-01 1.8789991452472400
2021-08-01 1.8401515200499000
2021-09-01 1.9090595304396000
2021-10-01 1.9582803517213000
2021-11-01 1.9177690463178900
2021-12-01 1.9705932966678201
2022-01-01 1.9549336326479900
2022-02-01 1.9021631778919800
2022-03-01 1.9070097420320702
2022-04-01 1.8876178730149902
2022-05-01 1.8813428281385300
2022-06-01 1.8957880093684900
2022-07-01 1.8754861003585300
2022-08-01 1.9397087328341800
2022-09-01 2.0156533588534900
2022-10-01 1.9622776303517802
2022-11-01 2.0202492110357800
2022-12-01 1.9645789202330700
2023-01-01 2.0505355563067500
2023-02-01 2.0936172653792600
2023-03-01 2.0989977309927400
2023-04-01 1.9904819869328800
2023-05-01 2.0895590570670000
2023-06-01 2.1007106487565700
2023-07-01 2.0731154221060700
2023-08-01 2.1350616129221700
2023-09-01 2.0225377936178797
2023-10-01 2.0656015507020700
2023-11-01 2.1249821386439700
2023-12-01 2.1628619370430400
2024-01-01 2.1498271407738500
2024-02-01 2.1855959932429703
2024-03-01 2.1931288310410600
2024-04-01 2.1898377039946597
2024-05-01 2.1945674163628100
2024-06-01 2.2016494156667300
2024-07-01 2.2694511078747800
2024-08-01 2.2298029519195603
2024-09-01 2.2301738691322996
2024-10-01 2.2730129895748600
2024-11-01 2.2286213180409200

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