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

Title All Employees: Education and Health Services: Private Education and Health Services in Baltimore-Columbia-Towson, MD (MSA)
Series ID BALT524EDUH
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 2026-05-01
Last Updated 2026-06-24 10:12 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
1990-01-01 140.587397305236
1990-02-01 141.766668520233
1990-03-01 142.587348849071
1990-04-01 140.884818176405
1990-05-01 141.450515553006
1990-06-01 141.913119197566
1990-07-01 143.118602734363
1990-08-01 144.538606178034
1990-09-01 145.351777816979
1990-10-01 145.656480958801
1990-11-01 146.308109411793
1990-12-01 146.760253213059
1991-01-01 146.084302136871
1991-02-01 146.696237025793
1991-03-01 147.439437817535
1991-04-01 147.376606970978
1991-05-01 147.341466811927
1991-06-01 147.093344248413
1991-07-01 146.956739347026
1991-08-01 147.056240152085
1991-09-01 148.516475453184
1991-10-01 149.778893975455
1991-11-01 150.270845658939
1991-12-01 150.437642956491
1992-01-01 151.663084422486
1992-02-01 151.962670210220
1992-03-01 152.614209321593
1992-04-01 153.586384085583
1992-05-01 153.924233353480
1992-06-01 154.618584316956
1992-07-01 154.829730346959
1992-08-01 155.063342969807
1992-09-01 154.967616518192
1992-10-01 155.941347040552
1992-11-01 155.852047399877
1992-12-01 157.040233015284
1993-01-01 158.347493885441
1993-02-01 158.317210312108
1993-03-01 158.497959355181
1993-04-01 158.598018614685
1993-05-01 158.908615129825
1993-06-01 159.136252583824
1993-07-01 159.816472394397
1993-08-01 159.947157537766
1993-09-01 160.122093561147
1993-10-01 159.700442931928
1993-11-01 159.656532039422
1993-12-01 159.996512201520
1994-01-01 158.169491660354
1994-02-01 157.722154057456
1994-03-01 158.350353552039
1994-04-01 160.722332483363
1994-05-01 160.194138788157
1994-06-01 161.033736911553
1994-07-01 161.594869473298
1994-08-01 161.923228723295
1994-09-01 162.163248739082
1994-10-01 162.211767787097
1994-11-01 162.968950500705
1994-12-01 163.752654228841
1995-01-01 164.611273596431
1995-02-01 164.982039643967
1995-03-01 165.535389316364
1995-04-01 165.202168046822
1995-05-01 165.689333657138
1995-06-01 165.657629786387
1995-07-01 166.472059350851
1995-08-01 166.747612230474
1995-09-01 168.873056764553
1995-10-01 167.858444542146
1995-11-01 168.745309939460
1995-12-01 168.722287557258
1996-01-01 167.897387610635
1996-02-01 169.346473488219
1996-03-01 169.756656068338
1996-04-01 169.982589102299
1996-05-01 170.090527701367
1996-06-01 170.543010399226
1996-07-01 170.457527904120
1996-08-01 170.686614760341
1996-09-01 171.179177878629
1996-10-01 171.618377529686
1996-11-01 171.664783259225
1996-12-01 171.400954343557
1997-01-01 173.613907522969
1997-02-01 173.663495715814
1997-03-01 173.723870308776
1997-04-01 174.351233435807
1997-05-01 174.720204170711
1997-06-01 175.152641672160
1997-07-01 175.294634431410
1997-08-01 175.382976113630
1997-09-01 176.440177549436
1997-10-01 175.276402892853
1997-11-01 175.162340278153
1997-12-01 176.206132302329
1998-01-01 178.686690932095
1998-02-01 178.318688222383
1998-03-01 178.948858816496
1998-04-01 179.266278502889
1998-05-01 179.338072582083
1998-06-01 179.810084464720
1998-07-01 180.234823283663
1998-08-01 180.307857292219
1998-09-01 179.620295063974
1998-10-01 181.111052232064
1998-11-01 181.259046844534
1998-12-01 181.507012457376
1999-01-01 180.853225226950
1999-02-01 180.957068884560
1999-03-01 181.384856759548
1999-04-01 181.427423970655
1999-05-01 181.660545680687
1999-06-01 181.776680358835
1999-07-01 181.654182400477
1999-08-01 181.813398138943
1999-09-01 183.501048042284
1999-10-01 185.463017220961
1999-11-01 183.770861102375
1999-12-01 183.736728116001
2000-01-01 183.913951571215
2000-02-01 183.574592881792
2000-03-01 183.787359939486
2000-04-01 184.711699694236
2000-05-01 185.131707738081
2000-06-01 185.764534092024
2000-07-01 186.934241186883
2000-08-01 187.711688019372
2000-09-01 188.489550438144
2000-10-01 187.959719008329
2000-11-01 188.080598159300
2000-12-01 189.568608175609
2001-01-01 187.636389307042
2001-02-01 188.222046904823
2001-03-01 188.328718275409
2001-04-01 188.968686021903
2001-05-01 189.696880866303
2001-06-01 191.397557186054
2001-07-01 190.833220132252
2001-08-01 190.982354232584
2001-09-01 190.399912731785
2001-10-01 191.049409780929
2001-11-01 191.751876292043
2001-12-01 192.576358333053
2002-01-01 193.240326705495
2002-02-01 194.911643314700
2002-03-01 195.045031505123
2002-04-01 194.263169339113
2002-05-01 194.526617458590
2002-06-01 194.854794340129
2002-07-01 194.759769812435
2002-08-01 195.329120083959
2002-09-01 195.480342842043
2002-10-01 196.435651477268
2002-11-01 197.469469857728
2002-12-01 197.701470929094
2003-01-01 198.025469922095
2003-02-01 197.851825265423
2003-03-01 198.187263739645
2003-04-01 198.925407844372
2003-05-01 199.258337118071
2003-06-01 199.462056918066
2003-07-01 199.203280406185
2003-08-01 199.436998453964
2003-09-01 200.008950302773
2003-10-01 200.189518005241
2003-11-01 200.239961912733
2003-12-01 200.840779984979
2004-01-01 201.426227610219
2004-02-01 201.752361599979
2004-03-01 201.842762463981
2004-04-01 202.121238406682
2004-05-01 202.677215882484
2004-06-01 203.264140669098
2004-07-01 204.261378193483
2004-08-01 204.931242593408
2004-09-01 204.687492689247
2004-10-01 205.330900704244
2004-11-01 205.852401551759
2004-12-01 205.393138826293
2005-01-01 205.834625798491
2005-02-01 206.375314953964
2005-03-01 205.828648744074
2005-04-01 207.160942930456
2005-05-01 207.415553079635
2005-06-01 207.478555052297
2005-07-01 208.267479916335
2005-08-01 208.878864888211
2005-09-01 210.198360781238
2005-10-01 210.207424934052
2005-11-01 210.797016496654
2005-12-01 211.264400372053
2006-01-01 211.267853570472
2006-02-01 211.523755152553
2006-03-01 212.260965521832
2006-04-01 212.148850999642
2006-05-01 212.953577203070
2006-06-01 212.944848803265
2006-07-01 212.220353429758
2006-08-01 213.314880793293
2006-09-01 214.286229476635
2006-10-01 215.363396694802
2006-11-01 215.878760880653
2006-12-01 216.764751503882
2007-01-01 216.893560572190
2007-02-01 217.330765072591
2007-03-01 218.199641026810
2007-04-01 218.649132902478
2007-05-01 218.991450859408
2007-06-01 219.597748324850
2007-07-01 219.957058764076
2007-08-01 220.466725618086
2007-09-01 220.635468388171
2007-10-01 220.754544765755
2007-11-01 220.813547778399
2007-12-01 221.288976321604
2008-01-01 223.008224225517
2008-02-01 223.148862035826
2008-03-01 223.570180859170
2008-04-01 224.660953739268
2008-05-01 224.552336603513
2008-06-01 225.251776776683
2008-07-01 225.740682094875
2008-08-01 226.649448233056
2008-09-01 227.599801761654
2008-10-01 227.840277666895
2008-11-01 228.406851139600
2008-12-01 228.986183038032
2009-01-01 230.338808280048
2009-02-01 229.836958124913
2009-03-01 230.272807336301
2009-04-01 230.834088825322
2009-05-01 231.163064320120
2009-06-01 231.821947040255
2009-07-01 230.595476552916
2009-08-01 231.320023554195
2009-09-01 231.885386424759
2009-10-01 231.996527468026
2009-11-01 232.527226081564
2009-12-01 233.168428059142
2010-01-01 234.438278172759
2010-02-01 230.299934613145
2010-03-01 234.090545037815
2010-04-01 234.704952939761
2010-05-01 235.306220513070
2010-06-01 235.264361319795
2010-07-01 236.169903954664
2010-08-01 236.134436729521
2010-09-01 236.168159372011
2010-10-01 236.677651501264
2010-11-01 237.160841802242
2010-12-01 236.969631696061
2011-01-01 237.833309247992
2011-02-01 239.036596920425
2011-03-01 238.738812012609
2011-04-01 238.753867291612
2011-05-01 238.938553367475
2011-06-01 238.758719594366
2011-07-01 239.968674145634
2011-08-01 240.294147337342
2011-09-01 240.735867760620
2011-10-01 241.007880549048
2011-11-01 241.019800657091
2011-12-01 240.604539399270
2012-01-01 242.831363864665
2012-02-01 242.932779955083
2012-03-01 242.981237151717
2012-04-01 243.529809000011
2012-05-01 243.617940360783
2012-06-01 244.751627193579
2012-07-01 244.779163586549
2012-08-01 245.275737801900
2012-09-01 245.590181703862
2012-10-01 245.895776231805
2012-11-01 245.543839451136
2012-12-01 247.162371992898
2013-01-01 247.470122608691
2013-02-01 248.286342414815
2013-03-01 248.780974391485
2013-04-01 248.660893653002
2013-05-01 248.970547207556
2013-06-01 249.220035970724
2013-07-01 249.301041304976
2013-08-01 249.800834839862
2013-09-01 249.723198963161
2013-10-01 250.389285773957
2013-11-01 250.464652573781
2013-12-01 250.327744119024
2014-01-01 250.090966939637
2014-02-01 249.834622286725
2014-03-01 249.967734322288
2014-04-01 250.292463069816
2014-05-01 250.688270053549
2014-06-01 251.652713377725
2014-07-01 251.372654942577
2014-08-01 252.376767847975
2014-09-01 252.896847669702
2014-10-01 252.086459824276
2014-11-01 252.740432779620
2014-12-01 253.239794041378
2015-01-01 254.026956847324
2015-02-01 254.366047046079
2015-03-01 253.528414388352
2015-04-01 257.713104819281
2015-05-01 258.141749856667
2015-06-01 258.243935411269
2015-07-01 258.844181717283
2015-08-01 258.610439447122
2015-09-01 259.196030560364
2015-10-01 259.761853877202
2015-11-01 260.511448038356
2015-12-01 260.839776843006
2016-01-01 260.169745560008
2016-02-01 260.133310477403
2016-03-01 260.495901179102
2016-04-01 261.721678074086
2016-05-01 261.792490040286
2016-06-01 260.595267671362
2016-07-01 263.633224617023
2016-08-01 263.026794766002
2016-09-01 264.306024808442
2016-10-01 265.230961455119
2016-11-01 265.524243019036
2016-12-01 266.102016215804
2017-01-01 265.127532039327
2017-02-01 266.383131316457
2017-03-01 266.938275326898
2017-04-01 267.378180292097
2017-05-01 267.686699999377
2017-06-01 267.291016623620
2017-07-01 272.651681761718
2017-08-01 273.081442320104
2017-09-01 273.172760960921
2017-10-01 273.594030761719
2017-11-01 273.667931649251
2017-12-01 274.096619290278
2018-01-01 275.346558484716
2018-02-01 275.678433961477
2018-03-01 276.201694838062
2018-04-01 275.345327625322
2018-05-01 275.524411686451
2018-06-01 275.686862067580
2018-07-01 275.492048741795
2018-08-01 275.180666655967
2018-09-01 275.241144857876
2018-10-01 275.340532835919
2018-11-01 275.545744455659
2018-12-01 275.458197630277
2019-01-01 277.284384683456
2019-02-01 278.262339821833
2019-03-01 278.976398188328
2019-04-01 277.351212544241
2019-05-01 277.011336413826
2019-06-01 276.981122804689
2019-07-01 277.019440396005
2019-08-01 276.439361785035
2019-09-01 277.132870376054
2019-10-01 277.535156501213
2019-11-01 277.942480343752
2019-12-01 277.619905447625
2020-01-01 276.707774066105
2020-02-01 276.602927641841
2020-03-01 276.073949779717
2020-04-01 246.582865685764
2020-05-01 250.033109503951
2020-06-01 252.628219292953
2020-07-01 253.446485699539
2020-08-01 255.506960171793
2020-09-01 256.438291903496
2020-10-01 257.313551135865
2020-11-01 257.894049829932
2020-12-01 258.353718801653
2021-01-01 258.146701031125
2021-02-01 257.206844979714
2021-03-01 258.750218811262
2021-04-01 258.344671031697
2021-05-01 258.002099596342
2021-06-01 258.095308979485
2021-07-01 259.848343670997
2021-08-01 259.491663611975
2021-09-01 259.128640655413
2021-10-01 260.727725681739
2021-11-01 261.417456898861
2021-12-01 263.052293098713
2022-01-01 258.512363753090
2022-02-01 259.190059448793
2022-03-01 258.861150013608
2022-04-01 261.771691854039
2022-05-01 262.314394186358
2022-06-01 262.096588074549
2022-07-01 263.615791519119
2022-08-01 264.510300764755
2022-09-01 265.361812992464
2022-10-01 264.479915785805
2022-11-01 264.746061205263
2022-12-01 264.383305058210
2023-01-01 265.784589639431
2023-02-01 266.931196420642
2023-03-01 267.925097198066
2023-04-01 270.517402611615
2023-05-01 271.846254418454
2023-06-01 273.570170335756
2023-07-01 273.378388978356
2023-08-01 272.603603251810
2023-09-01 275.119441180207
2023-10-01 275.877603926666
2023-11-01 277.037970971062
2023-12-01 276.457365651406
2024-01-01 280.031072642074
2024-02-01 281.176434000259
2024-03-01 282.105644585911
2024-04-01 282.041291704157
2024-05-01 282.857706560156
2024-06-01 283.739389353752
2024-07-01 284.306530761992
2024-08-01 284.615286294759
2024-09-01 285.819658204101
2024-10-01 287.085182812479
2024-11-01 288.016041077989
2024-12-01 289.102560977715
2025-01-01 289.440926061081
2025-02-01 290.281767964027
2025-03-01 291.293008738142
2025-04-01 288.528727863965
2025-05-01 289.884630600554
2025-06-01 290.172684016539
2025-07-01 290.633537383792
2025-08-01 291.809688735903
2025-09-01 291.451747756911
2025-10-01 291.670834270083
2025-11-01 292.111263241735
2025-12-01 292.626729090170
2026-01-01 293.752559304585
2026-02-01 293.045443518773
2026-03-01 294.156191350701
2026-04-01 295.079387052052
2026-05-01 295.666859641538

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