Table Data - All Employees: Professional and Business Services: Employment Services in Maryland

Title All Employees: Professional and Business Services: Employment Services in Maryland
Series ID SMU24000006056130001SA
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 2:56 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 28.0436181815939
1990-02-01 28.1474243545721
1990-03-01 27.6956886022247
1990-04-01 27.4252557131049
1990-05-01 27.4597792133491
1990-06-01 27.3004497058318
1990-07-01 26.4836516442722
1990-08-01 26.7089317537484
1990-09-01 26.4441606747213
1990-10-01 24.3187499306377
1990-11-01 25.0225627766935
1990-12-01 25.0265350618581
1991-01-01 24.0475961523575
1991-02-01 24.0198954817444
1991-03-01 23.8964989491643
1991-04-01 23.2154751461653
1991-05-01 22.6260900441390
1991-06-01 22.8501853225973
1991-07-01 22.6836412498734
1991-08-01 23.4568572511543
1991-09-01 22.6415052967468
1991-10-01 22.3164756093399
1991-11-01 22.7794418490794
1991-12-01 23.1114520214332
1992-01-01 23.8516273569178
1992-02-01 24.0327284857028
1992-03-01 23.7984637506130
1992-04-01 23.8071342174864
1992-05-01 23.7849633055748
1992-06-01 23.1258542533804
1992-07-01 24.2657119794451
1992-08-01 24.2982541422856
1992-09-01 24.6102954991066
1992-10-01 25.5393986524313
1992-11-01 25.0591661420701
1992-12-01 24.8947188678639
1993-01-01 25.4650164694307
1993-02-01 25.3998438567846
1993-03-01 25.3167841587182
1993-04-01 26.8492135571833
1993-05-01 27.3259644825067
1993-06-01 27.8146362466711
1993-07-01 28.4813746505431
1993-08-01 27.5868617298032
1993-09-01 27.7871427448177
1993-10-01 27.7824862388242
1993-11-01 28.3748025322718
1993-12-01 29.3753665058374
1994-01-01 28.0168361375498
1994-02-01 29.2011483439948
1994-03-01 30.1962479766183
1994-04-01 30.4334557182454
1994-05-01 31.0087882236828
1994-06-01 31.6875638645071
1994-07-01 31.0604520878930
1994-08-01 31.0017967435246
1994-09-01 31.9883140416596
1994-10-01 31.2973984520588
1994-11-01 31.7353259971325
1994-12-01 32.3135376816640
1995-01-01 33.0361077344128
1995-02-01 33.6962175585050
1995-03-01 33.4963005396068
1995-04-01 33.3219874719194
1995-05-01 33.2628232394098
1995-06-01 32.9376260366171
1995-07-01 33.6067163077397
1995-08-01 34.6257013436614
1995-09-01 34.6117251619456
1995-10-01 36.4081388164915
1995-11-01 36.8625496557510
1995-12-01 38.0203446687224
1996-01-01 34.0289786400196
1996-02-01 37.4268677106187
1996-03-01 38.5208363459990
1996-04-01 39.0393919409067
1996-05-01 39.8076136635483
1996-06-01 39.9011368502639
1996-07-01 39.9726460407268
1996-08-01 41.0748895988793
1996-09-01 41.2778367578807
1996-10-01 41.8746602585680
1996-11-01 42.5884127325971
1996-12-01 42.4620591443579
1997-01-01 43.5436213267951
1997-02-01 44.2375374841418
1997-03-01 45.3479259725827
1997-04-01 46.8604395377091
1997-05-01 47.9749615621980
1997-06-01 49.3141057174890
1997-07-01 49.8876494742299
1997-08-01 50.2818516692488
1997-09-01 51.0263642037307
1997-10-01 53.2303174506827
1997-11-01 53.8037070709761
1997-12-01 53.4032046670395
1998-01-01 46.9792144221799
1998-02-01 47.7494998962031
1998-03-01 48.0796792685537
1998-04-01 48.4184793030061
1998-05-01 49.2979920376117
1998-06-01 50.6350699599238
1998-07-01 52.2688906620485
1998-08-01 53.8322518187918
1998-09-01 53.4764085621578
1998-10-01 55.1184915390052
1998-11-01 55.4127305998868
1998-12-01 56.6171263357377
1999-01-01 52.8884971697986
1999-02-01 54.4863533891476
1999-03-01 55.3630935459333
1999-04-01 56.3237151003933
1999-05-01 56.9637892189809
1999-06-01 58.0624133673320
1999-07-01 58.3973023173530
1999-08-01 58.8121217255779
1999-09-01 59.4718106811543
1999-10-01 59.4777040483851
1999-11-01 59.5447382840338
1999-12-01 61.0805641906981
2000-01-01 61.1926228111883
2000-02-01 61.4054247196955
2000-03-01 62.4559916421499
2000-04-01 60.3356193603526
2000-05-01 60.6977533189445
2000-06-01 60.4548720185285
2000-07-01 60.7475109482171
2000-08-01 61.8577835009671
2000-09-01 62.0358021729252
2000-10-01 60.2988660870466
2000-11-01 60.6029585442646
2000-12-01 59.8175487945085
2001-01-01 58.8176071807646
2001-02-01 58.0995804186040
2001-03-01 58.0650245923086
2001-04-01 57.0790204951105
2001-05-01 56.6199000992506
2001-06-01 55.4994262326184
2001-07-01 55.2963365831975
2001-08-01 54.2988222067190
2001-09-01 53.9157143256105
2001-10-01 52.3664046141162
2001-11-01 51.7656788447872
2001-12-01 52.0815844668796
2002-01-01 52.1360681610364
2002-02-01 51.6422442286250
2002-03-01 52.0435288852395
2002-04-01 51.9992471822748
2002-05-01 51.7258032306624
2002-06-01 52.1521219615178
2002-07-01 52.6315768810481
2002-08-01 52.8806447023670
2002-09-01 52.6024573711611
2002-10-01 52.0929221246071
2002-11-01 52.2408584078436
2002-12-01 51.5194398489094
2003-01-01 50.3522953194443
2003-02-01 47.7969983738765
2003-03-01 48.9668875628014
2003-04-01 49.9795595555149
2003-05-01 49.7641339309621
2003-06-01 48.9389404212294
2003-07-01 48.2756236154759
2003-08-01 48.8490366340702
2003-09-01 48.5036187978093
2003-10-01 49.5904538949699
2003-11-01 49.0231170649073
2003-12-01 49.4502828235279
2004-01-01 50.1558525244101
2004-02-01 50.4859772782094
2004-03-01 50.1332761710242
2004-04-01 50.7388274267546
2004-05-01 51.2584631350506
2004-06-01 51.6714873155078
2004-07-01 51.6068758667204
2004-08-01 50.9582351882886
2004-09-01 50.2263568668950
2004-10-01 51.7637708745275
2004-11-01 51.8998973118460
2004-12-01 51.7195394461566
2005-01-01 51.6296982278648
2005-02-01 52.1533141115053
2005-03-01 52.5661022660427
2005-04-01 51.8897216003406
2005-05-01 52.6980415717868
2005-06-01 52.4648823666433
2005-07-01 51.7285868810772
2005-08-01 51.6642952948018
2005-09-01 51.5349664934684
2005-10-01 50.8138608462498
2005-11-01 50.7577491484533
2005-12-01 50.2152718799304
2006-01-01 51.4560163876091
2006-02-01 51.5666042466489
2006-03-01 53.2728190860243
2006-04-01 51.9027909114116
2006-05-01 51.5457046177168
2006-06-01 51.2541730842747
2006-07-01 51.7454095303110
2006-08-01 51.4250436227432
2006-09-01 51.2971853297347
2006-10-01 51.2317755384645
2006-11-01 51.5295987658631
2006-12-01 51.9637359363534
2007-01-01 50.4655013829960
2007-02-01 49.5054678481996
2007-03-01 50.4054909843653
2007-04-01 50.4427760345656
2007-05-01 49.9577793558094
2007-06-01 49.8066397299432
2007-07-01 49.0745426943035
2007-08-01 49.2466028546227
2007-09-01 49.1625070919939
2007-10-01 48.7066959622616
2007-11-01 48.4629809283102
2007-12-01 49.1720547651498
2008-01-01 46.4907826266252
2008-02-01 46.5205533858614
2008-03-01 46.1076202307708
2008-04-01 45.5456203839610
2008-05-01 45.1260050931917
2008-06-01 44.1084151019033
2008-07-01 43.9713472528957
2008-08-01 43.8235235503505
2008-09-01 43.1203081701373
2008-10-01 42.5936934049648
2008-11-01 41.4436079523017
2008-12-01 40.3671616499293
2009-01-01 39.6183993439217
2009-02-01 38.3129702100695
2009-03-01 37.6995238898209
2009-04-01 37.4283537626324
2009-05-01 37.2001744888331
2009-06-01 36.7548591070859
2009-07-01 36.7080678099307
2009-08-01 36.4719507344214
2009-09-01 36.4838555054168
2009-10-01 36.9225930855038
2009-11-01 36.8579250562541
2009-12-01 36.9670971714737
2010-01-01 37.8375644880446
2010-02-01 35.6800138034927
2010-03-01 38.0399344142047
2010-04-01 38.0853106102020
2010-05-01 37.4872486938819
2010-06-01 37.9266706030244
2010-07-01 37.7279381524348
2010-08-01 37.4013152343710
2010-09-01 36.7528130391045
2010-10-01 38.1378913901924
2010-11-01 37.9835359733518
2010-12-01 38.2627484573534
2011-01-01 38.6577872444645
2011-02-01 39.2785856009385
2011-03-01 38.9465907869935
2011-04-01 39.8166787976888
2011-05-01 39.9766179690138
2011-06-01 40.5719466227694
2011-07-01 41.3254674157543
2011-08-01 41.4336608475645
2011-09-01 41.8471301452334
2011-10-01 41.2711681607192
2011-11-01 42.0037859372812
2011-12-01 42.2960734180438
2012-01-01 42.2115187089660
2012-02-01 41.9363074359565
2012-03-01 42.4147905649200
2012-04-01 41.7877080270470
2012-05-01 42.1469639617779
2012-06-01 42.8115289047020
2012-07-01 43.0315966333327
2012-08-01 44.2549637393482
2012-09-01 44.7351344146625
2012-10-01 43.2281619086520
2012-11-01 44.3810629857275
2012-12-01 44.7781470091193
2013-01-01 45.7200098477403
2013-02-01 46.2003299645101
2013-03-01 46.2491946861402
2013-04-01 45.2194549946850
2013-05-01 45.2857854250496
2013-06-01 46.1028709361631
2013-07-01 44.1484417178642
2013-08-01 45.2457187687220
2013-09-01 45.3266923628929
2013-10-01 45.7452277072687
2013-11-01 46.5669450672648
2013-12-01 45.7466095652899
2014-01-01 45.9287727647870
2014-02-01 46.5455768607033
2014-03-01 47.0405545248190
2014-04-01 47.8368663073987
2014-05-01 48.4348387256881
2014-06-01 47.9126761467406
2014-07-01 48.1421980341168
2014-08-01 47.5531132028974
2014-09-01 47.6904084069752
2014-10-01 47.8761931919645
2014-11-01 47.7819175577217
2014-12-01 48.5468520051512
2015-01-01 47.6705913283242
2015-02-01 47.9129526126993
2015-03-01 48.1637558754533
2015-04-01 48.9588658430951
2015-05-01 49.3377665992272
2015-06-01 48.6466311342894
2015-07-01 49.2966632471204
2015-08-01 49.7500138527850
2015-09-01 48.5316971165233
2015-10-01 50.1469648672191
2015-11-01 50.2667729182884
2015-12-01 50.2002483775964
2016-01-01 51.2583099640170
2016-02-01 50.1413569134909
2016-03-01 49.4744536075555
2016-04-01 49.7749024561644
2016-05-01 49.2623193491788
2016-06-01 50.0419726789112
2016-07-01 50.0598160278154
2016-08-01 50.4155709642915
2016-09-01 50.4614174928480
2016-10-01 51.0198315492962
2016-11-01 51.0898131536249
2016-12-01 50.8448165991223
2017-01-01 50.3498304453210
2017-02-01 49.9778563936041
2017-03-01 50.6390997334997
2017-04-01 50.3054829103993
2017-05-01 50.1993401973947
2017-06-01 50.6537459859048
2017-07-01 50.0090567228258
2017-08-01 49.5630075265652
2017-09-01 50.2467704570051
2017-10-01 49.5075959127130
2017-11-01 49.3716173188540
2017-12-01 50.3202823461287
2018-01-01 50.6040668884656
2018-02-01 50.4896817418828
2018-03-01 50.5950000341603
2018-04-01 50.1963769254119
2018-05-01 49.8637128782032
2018-06-01 50.8281181838170
2018-07-01 51.4959003281753
2018-08-01 51.8035960637923
2018-09-01 52.6845018165490
2018-10-01 51.4133112395413
2018-11-01 52.6845717712862
2018-12-01 51.3592488122531
2019-01-01 51.2971432689723
2019-02-01 51.4747151116465
2019-03-01 51.6853397545666
2019-04-01 51.9381559571651
2019-05-01 51.7756770470932
2019-06-01 52.2429297280485
2019-07-01 51.2612401558033
2019-08-01 52.0181942789148
2019-09-01 51.7056666257212
2019-10-01 51.4723425594295
2019-11-01 52.0134124681759
2019-12-01 53.0117021604301
2020-01-01 51.4334052870340
2020-02-01 50.9821881582889
2020-03-01 50.6979172220407
2020-04-01 40.6796719244855
2020-05-01 41.4605240139532
2020-06-01 42.0243833217610
2020-07-01 43.2852684189481
2020-08-01 43.9363665492007
2020-09-01 44.5518344462462
2020-10-01 45.7958070588902
2020-11-01 46.2244992742833
2020-12-01 47.2429717092985
2021-01-01 48.7580806848469
2021-02-01 50.2681891205864
2021-03-01 51.1938738785020
2021-04-01 52.3909615495860
2021-05-01 53.3961905673676
2021-06-01 53.2556317423394
2021-07-01 53.6824543784677
2021-08-01 54.1929367425837
2021-09-01 53.8520847400450
2021-10-01 55.7524044639330
2021-11-01 56.7259222770031
2021-12-01 58.1854411159481
2022-01-01 57.9703861467670
2022-02-01 59.1935432306921
2022-03-01 57.8686351765780
2022-04-01 57.4013424993561
2022-05-01 57.4329478615207
2022-06-01 57.7290057037447
2022-07-01 58.1096547151063
2022-08-01 58.1881719717438
2022-09-01 57.4325674190326
2022-10-01 57.4905508915733
2022-11-01 56.8316669605283
2022-12-01 56.3902598440591
2023-01-01 55.4231878683082
2023-02-01 55.0235494213933
2023-03-01 54.2812031474005
2023-04-01 53.4755966368059
2023-05-01 52.3794989409692
2023-06-01 51.7720794950838
2023-07-01 50.0119869578410
2023-08-01 50.0692737356833
2023-09-01 49.9299010958894
2023-10-01 50.1067561237816
2023-11-01 50.1320271577196
2023-12-01 49.4013153229361
2024-01-01 50.5699642993805
2024-02-01 50.4295135687512
2024-03-01 50.4516912497238
2024-04-01 50.6766236624104
2024-05-01 50.0194515227586
2024-06-01 49.6346773681635
2024-07-01 49.7417106957053
2024-08-01 49.4840483621007
2024-09-01 49.8827925958705
2024-10-01 48.9151306300477
2024-11-01 49.2023310780244
2024-12-01 48.8873873919578
2025-01-01 49.0191218301464
2025-02-01 49.3193297261974
2025-03-01 49.2002657728120
2025-04-01 49.1185294096213
2025-05-01 49.8605125175878
2025-06-01 49.4004031865575
2025-07-01 49.1471203279910
2025-08-01 48.8128259181633
2025-09-01 48.8211618331066
2025-10-01 48.6174167970945
2025-11-01 47.9637814379564
2025-12-01 47.6713014795492

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