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

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Baltimore-Columbia-Towson, MD (MSA)
Series ID SMU24125806562100001SA
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 2025-12-01
Last Updated 2026-01-28 2:54 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
1990-01-01 32.7975112923357
1990-02-01 32.7309348542409
1990-03-01 32.9365165027469
1990-04-01 32.7178504665306
1990-05-01 33.0114437309478
1990-06-01 33.2710768053403
1990-07-01 33.6062479654595
1990-08-01 33.8535029735678
1990-09-01 34.4073722554563
1990-10-01 34.3054000490972
1990-11-01 34.5300709832649
1990-12-01 34.5838276474020
1991-01-01 33.3027420659369
1991-02-01 33.6410369388611
1991-03-01 33.6455050588012
1991-04-01 33.7086134742647
1991-05-01 33.9085172760598
1991-06-01 34.1743457867823
1991-07-01 34.4134996179097
1991-08-01 34.6470330324994
1991-09-01 34.8060242460178
1991-10-01 34.7122735738364
1991-11-01 35.0294470757817
1991-12-01 35.0729060971704
1992-01-01 35.4315485983897
1992-02-01 35.5512463718626
1992-03-01 35.4625326218019
1992-04-01 36.0997518451858
1992-05-01 36.4022502042912
1992-06-01 36.4646218817438
1992-07-01 36.5338271233796
1992-08-01 36.5451430014290
1992-09-01 36.7094638631705
1992-10-01 37.1096404969574
1992-11-01 37.1230383198642
1992-12-01 37.4361372539224
1993-01-01 37.4441287342512
1993-02-01 37.5600812300149
1993-03-01 37.2737506194974
1993-04-01 37.8874456479998
1993-05-01 37.8923244426426
1993-06-01 38.0527176422924
1993-07-01 38.6611051906470
1993-08-01 38.6595704051140
1993-09-01 38.8186573842202
1993-10-01 39.2132059472800
1993-11-01 39.3233314832743
1993-12-01 39.6965502676861
1994-01-01 38.3402936103032
1994-02-01 38.2304943519617
1994-03-01 38.3718192344323
1994-04-01 39.2721636758068
1994-05-01 39.3801676169841
1994-06-01 39.5283993976469
1994-07-01 39.8009858251112
1994-08-01 40.1028074210508
1994-09-01 40.2380685027712
1994-10-01 40.0322657885374
1994-11-01 40.3345699692945
1994-12-01 40.3722025726700
1995-01-01 40.5391488674292
1995-02-01 40.7184559099761
1995-03-01 40.8570094810891
1995-04-01 40.8558813814970
1995-05-01 40.9674486601019
1995-06-01 41.1954625521553
1995-07-01 41.0395298739130
1995-08-01 41.1752637555207
1995-09-01 41.2621202399455
1995-10-01 41.5540895649695
1995-11-01 41.6373810939145
1995-12-01 41.5473474011168
1996-01-01 40.8162448016479
1996-02-01 41.4682455905080
1996-03-01 41.4324156580308
1996-04-01 41.3460963635891
1996-05-01 41.3439666403241
1996-06-01 41.4507215619263
1996-07-01 41.8922120936139
1996-08-01 42.0704864118129
1996-09-01 42.2007110444573
1996-10-01 42.1629078545579
1996-11-01 42.2297244040573
1996-12-01 42.0202313596147
1997-01-01 42.5086755277663
1997-02-01 42.7372434824747
1997-03-01 42.7034495659136
1997-04-01 42.8475768946397
1997-05-01 43.0238844342963
1997-06-01 42.9233641696123
1997-07-01 42.4255475666984
1997-08-01 42.6577159731327
1997-09-01 42.8499494573711
1997-10-01 42.4593747543191
1997-11-01 42.4097115118287
1997-12-01 42.6711537696300
1998-01-01 42.9053639000504
1998-02-01 42.9009819874071
1998-03-01 43.0880670088644
1998-04-01 43.1636753455752
1998-05-01 42.9993186239664
1998-06-01 43.2077359160330
1998-07-01 43.0633646968962
1998-08-01 43.0216334773051
1998-09-01 42.8096039489889
1998-10-01 43.5338486552120
1998-11-01 43.6668640815846
1998-12-01 43.8065497183687
1999-01-01 42.7999232774332
1999-02-01 42.8799007407869
1999-03-01 42.8759714662975
1999-04-01 43.4924300808615
1999-05-01 43.3993266427808
1999-06-01 43.3215594424270
1999-07-01 43.1758005905156
1999-08-01 43.2361082946125
1999-09-01 43.3658469621523
1999-10-01 43.5230918548103
1999-11-01 43.3178620469869
1999-12-01 43.2799241174067
2000-01-01 42.9917995047165
2000-02-01 42.8571900870228
2000-03-01 42.8891375796434
2000-04-01 42.5301939434416
2000-05-01 42.4031017053292
2000-06-01 42.4344476928810
2000-07-01 42.7883140905592
2000-08-01 42.7175519020125
2000-09-01 42.6083649937018
2000-10-01 42.2208179474484
2000-11-01 42.4818045405439
2000-12-01 42.4793010705150
2001-01-01 42.2556406174855
2001-02-01 42.4394786070606
2001-03-01 42.5049149964964
2001-04-01 42.5588032509350
2001-05-01 42.8305619175575
2001-06-01 42.8631702367201
2001-07-01 42.5589944533715
2001-08-01 42.6700676251192
2001-09-01 42.7376529947601
2001-10-01 43.0336127479843
2001-11-01 43.0648624353553
2001-12-01 43.6820889564582
2002-01-01 42.9230411291411
2002-02-01 43.0193524281014
2002-03-01 43.0368048256437
2002-04-01 42.9667691272614
2002-05-01 42.9336293725336
2002-06-01 42.8818635244234
2002-07-01 43.1350510177774
2002-08-01 43.2359863218004
2002-09-01 43.1518347160062
2002-10-01 42.8595711419228
2002-11-01 43.3881689304873
2002-12-01 43.5291832230932
2003-01-01 43.7713909192667
2003-02-01 43.7016684500501
2003-03-01 43.6510982886617
2003-04-01 43.6445252781572
2003-05-01 43.6396069955328
2003-06-01 43.7986386461776
2003-07-01 43.7092287387497
2003-08-01 43.8234483459145
2003-09-01 43.8595945235088
2003-10-01 43.7780752857312
2003-11-01 43.9339960527477
2003-12-01 43.9745873209310
2004-01-01 44.0097263374589
2004-02-01 43.9860326054253
2004-03-01 43.9548403266416
2004-04-01 44.2063694222634
2004-05-01 44.2225729017945
2004-06-01 44.4127720029171
2004-07-01 44.6095865991727
2004-08-01 44.8402436079878
2004-09-01 44.6529493962841
2004-10-01 44.7880200282066
2004-11-01 44.7866958512005
2004-12-01 44.8011495184901
2005-01-01 44.9629909922202
2005-02-01 45.1823246743526
2005-03-01 45.3369637236865
2005-04-01 45.5637216439463
2005-05-01 45.8157656874129
2005-06-01 45.7309909322121
2005-07-01 46.1130351149168
2005-08-01 46.1718747617475
2005-09-01 46.5593815146008
2005-10-01 46.3850720129770
2005-11-01 46.5215034697178
2005-12-01 46.8043178192046
2006-01-01 47.1304990922287
2006-02-01 47.2850276684987
2006-03-01 47.4152085603462
2006-04-01 47.1299965204526
2006-05-01 47.5067895353971
2006-06-01 47.6409964889539
2006-07-01 47.5323892780383
2006-08-01 47.7102554436114
2006-09-01 47.9694264741408
2006-10-01 48.1780127991648
2006-11-01 48.2422029757559
2006-12-01 48.5011179183021
2007-01-01 48.1841272312486
2007-02-01 48.2843082252270
2007-03-01 48.4920226847925
2007-04-01 48.6076494261061
2007-05-01 48.8171406321809
2007-06-01 48.8438508228276
2007-07-01 49.1547169209355
2007-08-01 49.3359618094843
2007-09-01 49.5947628967417
2007-10-01 49.5714485712680
2007-11-01 49.6445145041999
2007-12-01 49.7981839693909
2008-01-01 49.8389172761269
2008-02-01 50.0856996926411
2008-03-01 50.2848642649322
2008-04-01 50.4011638323551
2008-05-01 50.4359458980185
2008-06-01 50.5451805219896
2008-07-01 50.5635695160619
2008-08-01 50.6380354309751
2008-09-01 50.7027222308946
2008-10-01 51.2850417691877
2008-11-01 51.4412858124966
2008-12-01 51.4937871591430
2009-01-01 52.2025593303903
2009-02-01 52.2881895692657
2009-03-01 52.4895746272972
2009-04-01 52.8044066830834
2009-05-01 52.9556400822408
2009-06-01 53.3360393566182
2009-07-01 53.5605843878349
2009-08-01 53.8322695042597
2009-09-01 54.0269919000922
2009-10-01 54.2865503857047
2009-11-01 54.5288363351008
2009-12-01 54.7791867766725
2010-01-01 54.9916621351662
2010-02-01 54.3887101877595
2010-03-01 55.3055461380113
2010-04-01 55.1216749904411
2010-05-01 55.2719548762105
2010-06-01 55.4352720971346
2010-07-01 55.5402992299951
2010-08-01 55.7039332771766
2010-09-01 55.7138441848514
2010-10-01 55.7973672335632
2010-11-01 55.9237706148133
2010-12-01 55.6814428766388
2011-01-01 56.1033233481923
2011-02-01 56.5006268618538
2011-03-01 56.5206299081179
2011-04-01 56.7480326471698
2011-05-01 56.9867904534539
2011-06-01 57.2317070247141
2011-07-01 57.6279660465631
2011-08-01 57.8712474410659
2011-09-01 58.1902648441820
2011-10-01 58.2854972886052
2011-11-01 58.5970644304314
2011-12-01 58.8575295192840
2012-01-01 59.8495026588979
2012-02-01 59.8197875066243
2012-03-01 60.2512576103520
2012-04-01 60.4854185587985
2012-05-01 60.8049164128296
2012-06-01 61.3531181969083
2012-07-01 60.7084705515511
2012-08-01 60.9301068616001
2012-09-01 61.1467774858361
2012-10-01 61.5593693902590
2012-11-01 61.4508594875433
2012-12-01 62.1392452953875
2013-01-01 61.9961112958367
2013-02-01 62.4445497285325
2013-03-01 62.6855994555010
2013-04-01 62.8187932351851
2013-05-01 63.0244306020157
2013-06-01 63.3869909129317
2013-07-01 63.6015174989203
2013-08-01 63.9024743110341
2013-09-01 64.1143296702388
2013-10-01 64.0990176707714
2013-11-01 64.2814569087042
2013-12-01 64.4304645949237
2014-01-01 64.3349134632726
2014-02-01 64.4727483137274
2014-03-01 64.7270549913050
2014-04-01 65.0521230077367
2014-05-01 65.2509593045321
2014-06-01 65.6243695226582
2014-07-01 65.8016101848402
2014-08-01 66.0739885730469
2014-09-01 66.2778757089660
2014-10-01 66.4387644557022
2014-11-01 66.7159502604848
2014-12-01 66.9254077413068
2015-01-01 67.3654178932550
2015-02-01 67.7071767189857
2015-03-01 67.7631616589195
2015-04-01 68.1752486329991
2015-05-01 68.5762798455398
2015-06-01 68.7476874156548
2015-07-01 69.4101939030522
2015-08-01 69.5625400628487
2015-09-01 69.6524450121412
2015-10-01 69.9812354767672
2015-11-01 70.2559749905512
2015-12-01 70.3446518911004
2016-01-01 70.6789642144716
2016-02-01 70.8147580977783
2016-03-01 70.8916280371573
2016-04-01 71.0795021591504
2016-05-01 71.1932530127190
2016-06-01 70.5589587995176
2016-07-01 71.8248909848754
2016-08-01 71.8598238695784
2016-09-01 72.3299317244942
2016-10-01 72.8518916106723
2016-11-01 73.1270849406641
2016-12-01 73.3040778040785
2017-01-01 72.8598163593615
2017-02-01 73.1816952336062
2017-03-01 73.7185488269074
2017-04-01 73.9564153550693
2017-05-01 74.3955337328069
2017-06-01 74.6632769143412
2017-07-01 74.8533265249744
2017-08-01 75.1825448446345
2017-09-01 75.4188974035395
2017-10-01 75.6267200596571
2017-11-01 75.6272193883826
2017-12-01 76.2589209245936
2018-01-01 76.2341628494592
2018-02-01 76.6491337998719
2018-03-01 76.9355170222725
2018-04-01 76.8273532326696
2018-05-01 76.8951533149856
2018-06-01 77.3802273477737
2018-07-01 77.1613133282697
2018-08-01 77.0869117335489
2018-09-01 77.2155462344245
2018-10-01 77.1223685578117
2018-11-01 77.3293965689188
2018-12-01 77.3212799671215
2019-01-01 77.9199649337198
2019-02-01 78.2231462096563
2019-03-01 78.4579955809807
2019-04-01 78.8870627939783
2019-05-01 78.9801203735936
2019-06-01 79.4267997519883
2019-07-01 79.2336621842336
2019-08-01 79.5570016225129
2019-09-01 79.7006745890278
2019-10-01 79.7206141819139
2019-11-01 79.8267705236813
2019-12-01 79.7949918325314
2020-01-01 80.2332600127029
2020-02-01 80.6282776708624
2020-03-01 80.0912049378506
2020-04-01 65.5255145144381
2020-05-01 69.4342723258198
2020-06-01 73.1811360142575
2020-07-01 74.9700523796818
2020-08-01 75.3063592466771
2020-09-01 75.8910679640683
2020-10-01 76.5506903347454
2020-11-01 76.8395101543183
2020-12-01 77.6881275810318
2021-01-01 77.9598834804717
2021-02-01 78.1247099998782
2021-03-01 78.5321706516614
2021-04-01 78.1656913501594
2021-05-01 78.2641835923163
2021-06-01 78.4629689249199
2021-07-01 79.1079285739555
2021-08-01 79.0566326543844
2021-09-01 78.7964141023773
2021-10-01 79.7742275155005
2021-11-01 80.3056371115068
2021-12-01 80.8190285585860
2022-01-01 79.6261900280002
2022-02-01 80.2466363545100
2022-03-01 79.7482720562018
2022-04-01 81.4198296947360
2022-05-01 81.2887498800068
2022-06-01 81.3075301953885
2022-07-01 81.7445375404461
2022-08-01 82.1459753719198
2022-09-01 82.1253401783546
2022-10-01 81.5376717974470
2022-11-01 81.1810944909160
2022-12-01 81.1049875161709
2023-01-01 81.4888251986692
2023-02-01 82.1449271686861
2023-03-01 82.0642077441099
2023-04-01 83.6850407168540
2023-05-01 84.1200221607186
2023-06-01 84.4140547696331
2023-07-01 85.0130326247268
2023-08-01 85.2663506214200
2023-09-01 85.5646689286164
2023-10-01 85.9191648331921
2023-11-01 85.9469699304162
2023-12-01 85.9439336499409
2024-01-01 88.6599663177023
2024-02-01 88.7291253273195
2024-03-01 88.4825611467587
2024-04-01 88.5528994006080
2024-05-01 88.4767231674822
2024-06-01 88.2867135023863
2024-07-01 88.1076608983337
2024-08-01 88.3297831218153
2024-09-01 87.8193800862736
2024-10-01 88.9954223897015
2024-11-01 89.9223445167735
2024-12-01 90.2594691622680
2025-01-01 90.4618129847017
2025-02-01 90.7740667196174
2025-03-01 91.2001140935876
2025-04-01 90.8327507207813
2025-05-01 91.2533744060260
2025-06-01 92.2550018300338
2025-07-01 92.0349657159843
2025-08-01 91.9971365162002
2025-09-01 92.3827509378162
2025-10-01 92.2488744266007
2025-11-01 92.4059186028844
2025-12-01 92.9590460716460

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