Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Social Assistance in Baltimore-Columbia-Towson, MD (MSA)

Title All Employees: Education and Health Services: Social Assistance in Baltimore-Columbia-Towson, MD (MSA)
Series ID SMU24125806562400001SA
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 1990-01-01 to 2024-09-01
Last Updated 2024-10-23 5:12 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. 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 10.746334823229900
1990-02-01 10.926725715264300
1990-03-01 11.274543789077699
1990-04-01 10.851745014145500
1990-05-01 11.039463734534900
1990-06-01 11.271600182214000
1990-07-01 11.761840399798999
1990-08-01 12.023045198237900
1990-09-01 11.869602041142200
1990-10-01 12.075100162174900
1990-11-01 12.085707962917700
1990-12-01 12.059165597419600
1991-01-01 12.284348791519001
1991-02-01 12.240412957896900
1991-03-01 12.281340529424200
1991-04-01 12.236465961574302
1991-05-01 12.322820384956998
1991-06-01 12.353997238724000
1991-07-01 12.260775962375500
1991-08-01 12.325305391319699
1991-09-01 12.377483787687800
1991-10-01 12.382700116701300
1991-11-01 12.390132209789400
1991-12-01 12.448938318707599
1992-01-01 12.585905036698898
1992-02-01 12.638739552239900
1992-03-01 12.773045727153699
1992-04-01 12.938888419459900
1992-05-01 12.917110446500699
1992-06-01 12.938032184827100
1992-07-01 12.857221924527600
1992-08-01 12.936799257815098
1992-09-01 13.093376510405200
1992-10-01 13.101718798954801
1992-11-01 13.196369973260800
1992-12-01 13.229036201075498
1993-01-01 12.985145985203700
1993-02-01 12.719621161651800
1993-03-01 13.052019170210600
1993-04-01 13.148707115191600
1993-05-01 13.110733109611699
1993-06-01 13.033000473656198
1993-07-01 13.457645327315399
1993-08-01 13.653378051946099
1993-09-01 13.729852642185500
1993-10-01 13.526834538181902
1993-11-01 13.605901243680000
1993-12-01 13.723404082337300
1994-01-01 13.677783426285400
1994-02-01 13.689565227628000
1994-03-01 13.711542161583200
1994-04-01 13.863946342548001
1994-05-01 13.996471066322900
1994-06-01 14.120207344246000
1994-07-01 14.162907260154400
1994-08-01 14.275707551582402
1994-09-01 14.274643916256700
1994-10-01 14.345640603180700
1994-11-01 14.413381383453100
1994-12-01 14.629979049635901
1995-01-01 14.761023202814698
1995-02-01 14.842990821697400
1995-03-01 14.966821393054099
1995-04-01 14.870882751673500
1995-05-01 14.974575447520001
1995-06-01 15.022632098692998
1995-07-01 15.292593603861802
1995-08-01 15.308509642504700
1995-09-01 15.438455276879400
1995-10-01 15.439491368091400
1995-11-01 15.504862532451401
1995-12-01 15.554418578557000
1996-01-01 15.521592161060902
1996-02-01 15.695548183009100
1996-03-01 15.719602704672000
1996-04-01 15.779239278927500
1996-05-01 15.858226264925301
1996-06-01 16.039098058030100
1996-07-01 15.718553334734900
1996-08-01 15.429861384248500
1996-09-01 15.693071444234200
1996-10-01 15.811586880153500
1996-11-01 15.881546081339400
1996-12-01 15.887480569994100
1997-01-01 16.080723632485498
1997-02-01 16.067772291755000
1997-03-01 16.102496313141500
1997-04-01 15.871202474084600
1997-05-01 15.946788888132000
1997-06-01 16.061246676335898
1997-07-01 15.958603918980200
1997-08-01 15.552948828289500
1997-09-01 16.147734128921300
1997-10-01 16.069370373161398
1997-11-01 16.147671124130200
1997-12-01 16.307397528541600
1998-01-01 16.641293742085303
1998-02-01 16.861079436060100
1998-03-01 16.999463911869700
1998-04-01 17.251077568925700
1998-05-01 17.329255790690100
1998-06-01 17.465632160224303
1998-07-01 17.605914295030104
1998-08-01 17.818853948835198
1998-09-01 17.906597180899800
1998-10-01 18.121418120813200
1998-11-01 18.201018420951500
1998-12-01 18.501272851552200
1999-01-01 18.017812386720000
1999-02-01 18.066426383067800
1999-03-01 18.119514259151500
1999-04-01 18.227081526991700
1999-05-01 18.317848023413000
1999-06-01 18.365793905402104
1999-07-01 18.839570408402400
1999-08-01 18.946503160174398
1999-09-01 18.938815968201197
1999-10-01 19.497181703165200
1999-11-01 19.667426160387700
1999-12-01 19.883748741996200
2000-01-01 19.197675089178300
2000-02-01 19.379903871093300
2000-03-01 19.635604670887900
2000-04-01 20.112418165466800
2000-05-01 20.105062167429900
2000-06-01 20.164008342528200
2000-07-01 19.942543619559900
2000-08-01 20.061313236368600
2000-09-01 20.248648901861600
2000-10-01 20.506033735408103
2000-11-01 20.551191094472300
2000-12-01 20.861910101472700
2001-01-01 21.294987464110400
2001-02-01 21.394618998435800
2001-03-01 21.546526776551900
2001-04-01 21.607455418441898
2001-05-01 21.586809261429200
2001-06-01 21.759694737231000
2001-07-01 21.765116061663104
2001-08-01 21.794644018402600
2001-09-01 21.631721802431997
2001-10-01 21.529789668617703
2001-11-01 21.641428783447900
2001-12-01 21.844907573556900
2002-01-01 21.878381031747104
2002-02-01 22.208168845654804
2002-03-01 22.246114227580700
2002-04-01 22.320661932192603
2002-05-01 22.386266132522397
2002-06-01 22.460724111927600
2002-07-01 22.675553945045298
2002-08-01 22.713915370762000
2002-09-01 22.776441338914300
2002-10-01 22.774108527959500
2002-11-01 22.831730894602604
2002-12-01 22.741757071773500
2003-01-01 22.664314707053900
2003-02-01 22.405749572105100
2003-03-01 22.538187591420805
2003-04-01 22.526182097748700
2003-05-01 22.694530686037800
2003-06-01 22.866009218778400
2003-07-01 22.996441371172900
2003-08-01 23.144624974873700
2003-09-01 23.102983578275300
2003-10-01 23.106882664959198
2003-11-01 23.125499734311400
2003-12-01 23.252837405783700
2004-01-01 23.242415742951604
2004-02-01 23.197637735794500
2004-03-01 23.330012898174700
2004-04-01 23.019074605667300
2004-05-01 23.206499045507897
2004-06-01 22.971246285647396
2004-07-01 23.025413201544400
2004-08-01 22.957541914075400
2004-09-01 23.041465458804100
2004-10-01 23.127386702395896
2004-11-01 23.131009590295400
2004-12-01 23.068121932898997
2005-01-01 22.923698873164300
2005-02-01 22.886435317960400
2005-03-01 22.919386604334600
2005-04-01 23.199382885096000
2005-05-01 23.316436314657500
2005-06-01 23.360512098565500
2005-07-01 23.485706151077700
2005-08-01 23.490681020938503
2005-09-01 23.704896592767000
2005-10-01 23.532436145531800
2005-11-01 23.741312033358398
2005-12-01 23.571987852802803
2006-01-01 23.805171864557400
2006-02-01 23.883059416965605
2006-03-01 23.814739562971102
2006-04-01 23.761844480494800
2006-05-01 23.715904598026800
2006-06-01 23.836315728913398
2006-07-01 23.530608523197300
2006-08-01 23.701387791343700
2006-09-01 23.884272171120802
2006-10-01 24.047184982743600
2006-11-01 24.069837384367000
2006-12-01 24.163815702453700
2007-01-01 24.500145665604200
2007-02-01 24.584425472071400
2007-03-01 24.806029490746603
2007-04-01 24.325334655163697
2007-05-01 24.500142983927800
2007-06-01 24.612682309559500
2007-07-01 24.579059694612898
2007-08-01 24.826671188153302
2007-09-01 24.785089136911303
2007-10-01 24.847667019036300
2007-11-01 24.796382991939698
2007-12-01 25.048770329627600
2008-01-01 24.994824310434602
2008-02-01 25.207926060958000
2008-03-01 25.316860346094200
2008-04-01 25.299794648867998
2008-05-01 25.270076696526400
2008-06-01 25.391349922088800
2008-07-01 25.401218705458998
2008-08-01 25.633740064331604
2008-09-01 25.587258047426100
2008-10-01 25.531519184482196
2008-11-01 25.722471646978000
2008-12-01 25.622100231238104
2009-01-01 25.302829668895804
2009-02-01 25.353116102257200
2009-03-01 25.329171401309600
2009-04-01 25.504551193593603
2009-05-01 25.543312488983800
2009-06-01 25.388632709060600
2009-07-01 25.280623347567800
2009-08-01 25.003216346289502
2009-09-01 24.991263167282800
2009-10-01 24.895677351496396
2009-11-01 24.839418597907800
2009-12-01 24.911338984064997
2010-01-01 24.912587486873900
2010-02-01 24.297410015677200
2010-03-01 24.951814406198302
2010-04-01 24.936046084344300
2010-05-01 24.934938416191503
2010-06-01 24.794127144138397
2010-07-01 25.049392810824298
2010-08-01 24.893503102769998
2010-09-01 24.792927211286200
2010-10-01 24.745223943043900
2010-11-01 24.739813802270604
2010-12-01 24.799952027217497
2011-01-01 25.025560641094497
2011-02-01 25.037631769051500
2011-03-01 25.063330454206100
2011-04-01 25.165248019430700
2011-05-01 25.333006460573300
2011-06-01 25.390799250340000
2011-07-01 25.436797512425798
2011-08-01 25.392137895472498
2011-09-01 25.609095128528700
2011-10-01 25.587404787443102
2011-11-01 25.529557066059700
2011-12-01 25.397153604451000
2012-01-01 25.025875321073602
2012-02-01 24.944900490181100
2012-03-01 24.871621341193197
2012-04-01 24.799162346056700
2012-05-01 24.758281877900100
2012-06-01 24.700495954849200
2012-07-01 24.606232993294100
2012-08-01 24.456959882799100
2012-09-01 24.321354921243802
2012-10-01 24.362953141948900
2012-11-01 24.233972414932800
2012-12-01 24.190266957710300
2013-01-01 24.333250874919600
2013-02-01 24.443027208605198
2013-03-01 24.475700975586800
2013-04-01 24.318675500837802
2013-05-01 24.386761764663400
2013-06-01 24.304554805244102
2013-07-01 24.588395358703700
2013-08-01 24.843565719751002
2013-09-01 24.951471383482698
2013-10-01 25.153810606853200
2013-11-01 25.426343607086896
2013-12-01 25.167738999337600
2014-01-01 25.039441819140200
2014-02-01 25.029979122128100
2014-03-01 25.173853057351998
2014-04-01 25.326606989990600
2014-05-01 25.288126609770900
2014-06-01 25.405269425004395
2014-07-01 25.365297795247102
2014-08-01 25.535630770393098
2014-09-01 25.585680819969397
2014-10-01 25.382365523429197
2014-11-01 25.729931376580500
2014-12-01 25.736671062354700
2015-01-01 26.151171846430900
2015-02-01 26.122299038686700
2015-03-01 26.070103064558502
2015-04-01 26.135616745709000
2015-05-01 26.085039490689800
2015-06-01 26.003173818666898
2015-07-01 26.020373722024697
2015-08-01 25.818756217844200
2015-09-01 26.017785764993500
2015-10-01 26.129034438641200
2015-11-01 26.240526799740895
2015-12-01 26.418846327298898
2016-01-01 26.349739981931200
2016-02-01 26.291463080934502
2016-03-01 26.359493021710897
2016-04-01 26.566849616994200
2016-05-01 26.593922920646100
2016-06-01 26.704591963470800
2016-07-01 26.662372593260300
2016-08-01 26.717091259575000
2016-09-01 26.844703161789397
2016-10-01 26.875465189515100
2016-11-01 26.834095464529500
2016-12-01 26.997380375469200
2017-01-01 27.038565337727604
2017-02-01 27.169043217005300
2017-03-01 27.271386313775600
2017-04-01 27.218428308528800
2017-05-01 27.423448716836400
2017-06-01 27.303753909953000
2017-07-01 27.710387903666803
2017-08-01 27.688429260902200
2017-09-01 27.557441441162000
2017-10-01 27.394316193944100
2017-11-01 27.525189984492100
2017-12-01 27.481995875526000
2018-01-01 27.427866035801202
2018-02-01 27.555607559434900
2018-03-01 27.682255318969800
2018-04-01 27.785711907562998
2018-05-01 27.991938774835400
2018-06-01 28.129120632483200
2018-07-01 28.036357820934100
2018-08-01 27.908435374652502
2018-09-01 28.163197374238400
2018-10-01 28.285622328045100
2018-11-01 28.395538748442398
2018-12-01 28.260683302109300
2019-01-01 28.825978899325500
2019-02-01 29.067907663400103
2019-03-01 29.223897945812396
2019-04-01 29.052759281472998
2019-05-01 28.870926638587104
2019-06-01 28.868090037776700
2019-07-01 28.548310274874000
2019-08-01 28.202764406773895
2019-09-01 28.556249285417298
2019-10-01 28.559362748775300
2019-11-01 28.780351942992002
2019-12-01 28.775490129944000
2020-01-01 29.022215288095500
2020-02-01 29.388886650025395
2020-03-01 28.769963537557500
2020-04-01 21.970742557849498
2020-05-01 22.259099508665400
2020-06-01 22.541883966478400
2020-07-01 22.735211419483104
2020-08-01 23.240887963412398
2020-09-01 23.708789116851896
2020-10-01 23.477740720249100
2020-11-01 23.416788599807200
2020-12-01 23.570771696825300
2021-01-01 23.417186379562000
2021-02-01 23.480901204699602
2021-03-01 23.911726718831602
2021-04-01 24.002965504923896
2021-05-01 23.880236485515400
2021-06-01 24.067047165073600
2021-07-01 24.264739796928300
2021-08-01 24.231801469291600
2021-09-01 24.304739133048500
2021-10-01 24.479939911458100
2021-11-01 24.830430442051803
2021-12-01 24.811810721420700
2022-01-01 24.033477341594700
2022-02-01 24.393108417315800
2022-03-01 23.840130390539603
2022-04-01 24.306646706880800
2022-05-01 24.376452841295400
2022-06-01 24.280153412556800
2022-07-01 24.701065369968900
2022-08-01 24.642692477910700
2022-09-01 24.802556404208303
2022-10-01 25.009086878329303
2022-11-01 25.155907534785200
2022-12-01 25.262355795882800
2023-01-01 25.861301779148803
2023-02-01 25.990752586448200
2023-03-01 26.175831020867896
2023-04-01 26.518680160203900
2023-05-01 26.639057595003400
2023-06-01 26.767940777719500
2023-07-01 27.348076392590900
2023-08-01 27.287053106305102
2023-09-01 27.009481911807498
2023-10-01 26.935832922149896
2023-11-01 27.081056366006800
2023-12-01 27.207755004293197
2024-01-01 27.382177020819302
2024-02-01 27.682539006010700
2024-03-01 27.790028423513700
2024-04-01 27.813020962779200
2024-05-01 28.103144612072600
2024-06-01 28.245693919945303
2024-07-01 28.031689970387802
2024-08-01 28.265686183602100
2024-09-01 28.514757000714198

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