Table Data - All Employees: Private Service Providing in Baltimore-Columbia-Towson, MD (MSA)

Title All Employees: Private Service Providing in Baltimore-Columbia-Towson, MD (MSA)
Series ID SMU24125800800000001SA
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 2026-09-01
Last Updated 2026-10-20 10:06 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
1990-01-01 738.7197346600
1990-02-01 740.7516617457
1990-03-01 742.7594202347
1990-04-01 737.5378932638
1990-05-01 735.2811340076
1990-06-01 738.3767733916
1990-07-01 740.6041838945
1990-08-01 743.4582251502
1990-09-01 742.4619503030
1990-10-01 737.1281926099
1990-11-01 736.8233346620
1990-12-01 735.5184927055
1991-01-01 729.8470402206
1991-02-01 728.2493665681
1991-03-01 726.8902479746
1991-04-01 722.6133197382
1991-05-01 719.8689594577
1991-06-01 720.5059082132
1991-07-01 717.3660823942
1991-08-01 718.9528117645
1991-09-01 719.5601971043
1991-10-01 718.8505781828
1991-11-01 721.4150085563
1991-12-01 719.9105755752
1992-01-01 720.3393103719
1992-02-01 718.7415767022
1992-03-01 717.5765207120
1992-04-01 720.1784476384
1992-05-01 720.0037105910
1992-06-01 719.9017523092
1992-07-01 720.5441887924
1992-08-01 719.5290687411
1992-09-01 719.4250215707
1992-10-01 722.2675251157
1992-11-01 719.6330856349
1992-12-01 720.8312122110
1993-01-01 725.1010290722
1993-02-01 725.7058822509
1993-03-01 720.9885178680
1993-04-01 726.1526746760
1993-05-01 727.6649125801
1993-06-01 727.1464634670
1993-07-01 731.8391353529
1993-08-01 730.7363137897
1993-09-01 730.4266649241
1993-10-01 732.9236638598
1993-11-01 733.6425011511
1993-12-01 735.6268335374
1994-01-01 734.7411893021
1994-02-01 735.3079890926
1994-03-01 739.2142674821
1994-04-01 743.6253198844
1994-05-01 743.9833527527
1994-06-01 746.2855884748
1994-07-01 748.1922977195
1994-08-01 748.3141556208
1994-09-01 750.5508533940
1994-10-01 746.4989984370
1994-11-01 751.7527751934
1994-12-01 752.9714687980
1995-01-01 758.6843843198
1995-02-01 762.5965978648
1995-03-01 761.5525708001
1995-04-01 760.0197148651
1995-05-01 759.8305297960
1995-06-01 760.3132716543
1995-07-01 758.0402432589
1995-08-01 759.0246705131
1995-09-01 761.0160326555
1995-10-01 759.2206631885
1995-11-01 763.5975438248
1995-12-01 764.2943556211
1996-01-01 752.7630893719
1996-02-01 765.2926173594
1996-03-01 766.7370607824
1996-04-01 768.0959263386
1996-05-01 770.4902362451
1996-06-01 771.8128558684
1996-07-01 772.2531652288
1996-08-01 776.2128614003
1996-09-01 777.4595108681
1996-10-01 778.8314307227
1996-11-01 780.6559636558
1996-12-01 778.8896168939
1997-01-01 786.1594093922
1997-02-01 788.0909864837
1997-03-01 790.2814715532
1997-04-01 793.6541191653
1997-05-01 796.4193109593
1997-06-01 797.8883220069
1997-07-01 799.4157928658
1997-08-01 800.1758280967
1997-09-01 802.9709471648
1997-10-01 806.3746576980
1997-11-01 806.5106136993
1997-12-01 809.3956064131
1998-01-01 807.9208130037
1998-02-01 810.3716276292
1998-03-01 810.5576158916
1998-04-01 810.2304747727
1998-05-01 811.2629815340
1998-06-01 815.2397778771
1998-07-01 818.5412849627
1998-08-01 819.3037916430
1998-09-01 819.8943335987
1998-10-01 824.0717148048
1998-11-01 824.7934590246
1998-12-01 827.1304963553
1999-01-01 826.6884676818
1999-02-01 830.8932793832
1999-03-01 831.4443521698
1999-04-01 838.7354609079
1999-05-01 840.6506544544
1999-06-01 840.6579419879
1999-07-01 844.8976503508
1999-08-01 845.8620641770
1999-09-01 848.4703586950
1999-10-01 857.7547261651
1999-11-01 855.7684978973
1999-12-01 855.4316912602
2000-01-01 856.8229583284
2000-02-01 857.1174352536
2000-03-01 859.6859351687
2000-04-01 863.4752323134
2000-05-01 864.4994325071
2000-06-01 868.5193012525
2000-07-01 869.6766889052
2000-08-01 872.1942967540
2000-09-01 876.1755808237
2000-10-01 876.6267827175
2000-11-01 878.8368730031
2000-12-01 883.0203323160
2001-01-01 881.0235695395
2001-02-01 881.3174740925
2001-03-01 880.2186883630
2001-04-01 875.8455046874
2001-05-01 877.5230118316
2001-06-01 878.6573283944
2001-07-01 878.1321371641
2001-08-01 878.4027679171
2001-09-01 876.1792053466
2001-10-01 874.5262389293
2001-11-01 875.7711323102
2001-12-01 875.8923034888
2002-01-01 876.5862015456
2002-02-01 877.8584898074
2002-03-01 878.8780315270
2002-04-01 876.1436077391
2002-05-01 878.5436719563
2002-06-01 877.6846173673
2002-07-01 877.6656722161
2002-08-01 878.5005837657
2002-09-01 877.5520914124
2002-10-01 876.6240778857
2002-11-01 877.0615804597
2002-12-01 877.2598562477
2003-01-01 880.2485948580
2003-02-01 875.0132695593
2003-03-01 876.5692705366
2003-04-01 881.9415150015
2003-05-01 884.4109534261
2003-06-01 883.6672781306
2003-07-01 882.3535829726
2003-08-01 885.6907968496
2003-09-01 888.1573230157
2003-10-01 890.1257324642
2003-11-01 891.1289518091
2003-12-01 892.5094212779
2004-01-01 893.6390374146
2004-02-01 894.5823987623
2004-03-01 896.6610192834
2004-04-01 895.0864576902
2004-05-01 896.3116046080
2004-06-01 898.6696021636
2004-07-01 900.6134794652
2004-08-01 901.3749490041
2004-09-01 901.3364915248
2004-10-01 905.2138341841
2004-11-01 905.4770787345
2004-12-01 905.2404623085
2005-01-01 906.5196491016
2005-02-01 909.3008408261
2005-03-01 908.0920663168
2005-04-01 912.2319192274
2005-05-01 911.9449951902
2005-06-01 912.5474414973
2005-07-01 917.5238414890
2005-08-01 917.7446894375
2005-09-01 922.6514730946
2005-10-01 918.0720640087
2005-11-01 918.6448015470
2005-12-01 919.6140921345
2006-01-01 926.0385614122
2006-02-01 928.0528428947
2006-03-01 930.9549802862
2006-04-01 930.4139624395
2006-05-01 931.2241293239
2006-06-01 932.5794450008
2006-07-01 931.5028381664
2006-08-01 931.7592681872
2006-09-01 934.1120779472
2006-10-01 935.8037913717
2006-11-01 938.3065655471
2006-12-01 941.1755008067
2007-01-01 941.3605963249
2007-02-01 940.6714198153
2007-03-01 943.7579556337
2007-04-01 942.7409131418
2007-05-01 943.6742375702
2007-06-01 945.2432651416
2007-07-01 945.4469677830
2007-08-01 946.1692964706
2007-09-01 946.8096908347
2007-10-01 944.8017843079
2007-11-01 948.1467657828
2007-12-01 949.3538184288
2008-01-01 950.7783857675
2008-02-01 950.7331918385
2008-03-01 950.0489554036
2008-04-01 949.2821901289
2008-05-01 947.9994962663
2008-06-01 945.0688370617
2008-07-01 944.3519914188
2008-08-01 944.0668674433
2008-09-01 941.2229269945
2008-10-01 939.7548933734
2008-11-01 934.8282249181
2008-12-01 931.9843687909
2009-01-01 927.2145421385
2009-02-01 922.3382722127
2009-03-01 918.5569825098
2009-04-01 917.4716637456
2009-05-01 916.1519325134
2009-06-01 916.7845840038
2009-07-01 912.2583881938
2009-08-01 911.7864149513
2009-09-01 913.8653882764
2009-10-01 910.9587633041
2009-11-01 910.7332186720
2009-12-01 909.8056540693
2010-01-01 910.4510180311
2010-02-01 897.4752880338
2010-03-01 913.2375286173
2010-04-01 918.7818808791
2010-05-01 917.1378104972
2010-06-01 918.0716922125
2010-07-01 918.2913402821
2010-08-01 918.4502938034
2010-09-01 918.7781361005
2010-10-01 923.4555676046
2010-11-01 922.0988701121
2010-12-01 923.7973301762
2011-01-01 924.1173497974
2011-02-01 926.7041735535
2011-03-01 928.9587967859
2011-04-01 934.7076810639
2011-05-01 933.3293948799
2011-06-01 933.8439714974
2011-07-01 939.5679231819
2011-08-01 939.2032397484
2011-09-01 941.8365547562
2011-10-01 942.5843500727
2011-11-01 946.2420796519
2011-12-01 947.8667839325
2012-01-01 954.8747868647
2012-02-01 954.6742193377
2012-03-01 956.9323707087
2012-04-01 956.9695188521
2012-05-01 958.5648152722
2012-06-01 961.6289158865
2012-07-01 961.4744443822
2012-08-01 964.2593290453
2012-09-01 967.5842827158
2012-10-01 967.9311195736
2012-11-01 969.2094432930
2012-12-01 972.3823230341
2013-01-01 977.0235374104
2013-02-01 978.7228437346
2013-03-01 981.2255085076
2013-04-01 978.3162758592
2013-05-01 979.6043688165
2013-06-01 982.8070199474
2013-07-01 983.8115891894
2013-08-01 984.1655152038
2013-09-01 984.6188973197
2013-10-01 984.7705616889
2013-11-01 987.0996579480
2013-12-01 985.6920685161
2014-01-01 984.9309201481
2014-02-01 983.1094462692
2014-03-01 985.9136087095
2014-04-01 991.4299377712
2014-05-01 993.9695261802
2014-06-01 995.0535673627
2014-07-01 994.9812198268
2014-08-01 998.2643737461
2014-09-01 998.8294661715
2014-10-01 1000.4495274380
2014-11-01 1000.9533978457
2014-12-01 1003.4374139666
2015-01-01 1004.1373235497
2015-02-01 1005.3534072314
2015-03-01 1004.5215733493
2015-04-01 1012.3312430608
2015-05-01 1016.1175753527
2015-06-01 1016.4265793745
2015-07-01 1022.1369308737
2015-08-01 1021.3082258014
2015-09-01 1019.0145835584
2015-10-01 1026.5114835633
2015-11-01 1026.6911900897
2015-12-01 1029.2568263676
2016-01-01 1028.4854229440
2016-02-01 1027.7031380720
2016-03-01 1029.3321540676
2016-04-01 1033.4872154736
2016-05-01 1032.5134187584
2016-06-01 1032.5606594237
2016-07-01 1034.1199604236
2016-08-01 1035.7720234646
2016-09-01 1038.9076382108
2016-10-01 1039.2333637137
2016-11-01 1041.1464762332
2016-12-01 1041.5786033353
2017-01-01 1040.1047836989
2017-02-01 1041.3567952765
2017-03-01 1043.0137163259
2017-04-01 1044.2464526701
2017-05-01 1045.6018793570
2017-06-01 1047.8194609917
2017-07-01 1051.1547329849
2017-08-01 1051.6706780567
2017-09-01 1052.9762869167
2017-10-01 1053.0139541301
2017-11-01 1053.1342997952
2017-12-01 1052.3197646554
2018-01-01 1055.7331313689
2018-02-01 1057.1770929436
2018-03-01 1060.1860621030
2018-04-01 1059.0044993283
2018-05-01 1060.7034103787
2018-06-01 1061.7040815934
2018-07-01 1060.2196850582
2018-08-01 1060.5836717451
2018-09-01 1060.3466506585
2018-10-01 1059.3434094830
2018-11-01 1060.3702557095
2018-12-01 1057.5395651478
2019-01-01 1066.1144990417
2019-02-01 1067.3816068375
2019-03-01 1070.0039171690
2019-04-01 1066.6064569672
2019-05-01 1066.8917829241
2019-06-01 1068.7787166657
2019-07-01 1066.8622295815
2019-08-01 1067.0883760805
2019-09-01 1064.8433422646
2019-10-01 1066.0167955385
2019-11-01 1068.7073790085
2019-12-01 1071.1011120262
2020-01-01 1068.5729573012
2020-02-01 1066.7071306680
2020-03-01 1059.8271578041
2020-04-01 888.6098841433
2020-05-01 902.7332247819
2020-06-01 934.9046841494
2020-07-01 957.1728467819
2020-08-01 964.4627103080
2020-09-01 973.4385675282
2020-10-01 980.6624858894
2020-11-01 982.8229024730
2020-12-01 985.1798596569
2021-01-01 986.7724018886
2021-02-01 987.5000744077
2021-03-01 998.1371565663
2021-04-01 1001.2360829631
2021-05-01 1004.3403851283
2021-06-01 1005.9168383204
2021-07-01 1014.9834878028
2021-08-01 1017.4306792353
2021-09-01 1015.0011652698
2021-10-01 1026.1356029339
2021-11-01 1027.9701294964
2021-12-01 1037.0638567036
2022-01-01 1033.2299043478
2022-02-01 1040.8000888359
2022-03-01 1037.7569611439
2022-04-01 1041.3002997646
2022-05-01 1041.0319502247
2022-06-01 1035.4435344308
2022-07-01 1044.9367950234
2022-08-01 1046.8420103184
2022-09-01 1045.9503201284
2022-10-01 1041.8723233319
2022-11-01 1041.1511405074
2022-12-01 1038.5413610905
2023-01-01 1045.4892681997
2023-02-01 1045.2394744975
2023-03-01 1046.8267020419
2023-04-01 1054.9565778348
2023-05-01 1056.8008618702
2023-06-01 1060.4143273832
2023-07-01 1058.4225010753
2023-08-01 1059.1922831991
2023-09-01 1060.4007619623
2023-10-01 1062.4416704830
2023-11-01 1065.8576606385
2023-12-01 1066.1085245950
2024-01-01 1081.2500475101
2024-02-01 1080.7384165535
2024-03-01 1080.7083012113
2024-04-01 1076.5276722727
2024-05-01 1075.5193982900
2024-06-01 1075.5617479165
2024-07-01 1076.3358365035
2024-08-01 1075.0979772514
2024-09-01 1076.1075293932
2024-10-01 1079.5404860939
2024-11-01 1078.5419333725
2024-12-01 1079.4871468216
2025-01-01 1077.7909858698
2025-02-01 1077.4582731225
2025-03-01 1077.7817434069
2025-04-01 1072.6332492907
2025-05-01 1073.9684037357
2025-06-01 1068.8971473503
2025-07-01 1065.4318753463
2025-08-01 1066.8409842494
2025-09-01 1064.2682919734
2025-10-01 1058.7259518702
2025-11-01 1057.3622601153
2025-12-01 1057.8565650265
2026-01-01 1061.4982869601
2026-02-01 1058.7226202613
2026-03-01 1061.0338741647
2026-04-01 1062.3843818510
2026-05-01 1062.0958124774
2026-06-01 1065.2058075102
2026-07-01 1064.8006292945
2026-08-01 1062.0029983209
2026-09-01 1062.1661072257

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