Table Data - All Employees: Professional and Business Services: Employment Services in Dallas-Plano-Irving, TX (MD)

Title All Employees: Professional and Business Services: Employment Services in Dallas-Plano-Irving, TX (MD)
Series ID SMU48191246056130001SA
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 2026-08-01
Last Updated 2026-09-18 11:40 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 30.3239081416
1990-02-01 30.8366979772
1990-03-01 30.6819201129
1990-04-01 29.5936350884
1990-05-01 30.0480081946
1990-06-01 30.9875317260
1990-07-01 31.9796007123
1990-08-01 33.2286124989
1990-09-01 34.1334338775
1990-10-01 34.1638977046
1990-11-01 35.4510593877
1990-12-01 36.7376577260
1991-01-01 32.8602256687
1991-02-01 32.1475885263
1991-03-01 32.5834294810
1991-04-01 32.1377186936
1991-05-01 32.4372992808
1991-06-01 32.1448981437
1991-07-01 31.9734458027
1991-08-01 32.1837590387
1991-09-01 32.0148433237
1991-10-01 32.5063379357
1991-11-01 32.3105218258
1991-12-01 32.1192149690
1992-01-01 32.4876314949
1992-02-01 32.9371387891
1992-03-01 33.2530132053
1992-04-01 34.0698671612
1992-05-01 34.8450385974
1992-06-01 35.0498941461
1992-07-01 35.4389547572
1992-08-01 35.3696240144
1992-09-01 36.2858050870
1992-10-01 36.7559894577
1992-11-01 36.8178964773
1992-12-01 36.8004371142
1993-01-01 36.0372571927
1993-02-01 37.2027024617
1993-03-01 37.3476428678
1993-04-01 38.0978730986
1993-05-01 38.2853167703
1993-06-01 39.1278050985
1993-07-01 40.5156890075
1993-08-01 41.1062598050
1993-09-01 40.7864493837
1993-10-01 41.0054743636
1993-11-01 41.4841843282
1993-12-01 41.8780917650
1994-01-01 41.9566271817
1994-02-01 40.9220200448
1994-03-01 42.0310561641
1994-04-01 43.3990559590
1994-05-01 41.9873148880
1994-06-01 42.2461951506
1994-07-01 47.1216976496
1994-08-01 46.9709597137
1994-09-01 47.9286697837
1994-10-01 45.3142970301
1994-11-01 45.9191612890
1994-12-01 46.2428080733
1995-01-01 46.3895284219
1995-02-01 46.1130049719
1995-03-01 46.7140822659
1995-04-01 46.2411705668
1995-05-01 46.4976467151
1995-06-01 46.5430516794
1995-07-01 46.4121337094
1995-08-01 46.9178704352
1995-09-01 47.3473934225
1995-10-01 47.7362941613
1995-11-01 48.6615609910
1995-12-01 48.7154277574
1996-01-01 48.5816758057
1996-02-01 48.7182465872
1996-03-01 48.3915722729
1996-04-01 48.8815604160
1996-05-01 49.3189061505
1996-06-01 49.3374580085
1996-07-01 50.2298624737
1996-08-01 50.6316220896
1996-09-01 51.0977827740
1996-10-01 51.6118395674
1996-11-01 52.1731313301
1996-12-01 52.2103344162
1997-01-01 55.7741590879
1997-02-01 55.7892964559
1997-03-01 56.8513782477
1997-04-01 57.5057890566
1997-05-01 58.0326174291
1997-06-01 57.9386777304
1997-07-01 58.2185803555
1997-08-01 58.9837729337
1997-09-01 59.4907330557
1997-10-01 60.4307791058
1997-11-01 61.1659059316
1997-12-01 61.7256683263
1998-01-01 64.7862552911
1998-02-01 63.6229242523
1998-03-01 63.9172711215
1998-04-01 63.9623933974
1998-05-01 64.2872895208
1998-06-01 65.1288583971
1998-07-01 65.7873506774
1998-08-01 66.0379270055
1998-09-01 64.5527316798
1998-10-01 67.9331948861
1998-11-01 68.0646763383
1998-12-01 68.2928631841
1999-01-01 68.1755590968
1999-02-01 68.6954395082
1999-03-01 69.5944466713
1999-04-01 70.5583359429
1999-05-01 70.3554570908
1999-06-01 71.5693913719
1999-07-01 71.4347595328
1999-08-01 71.4717847586
1999-09-01 69.9126657790
1999-10-01 72.8940098091
1999-11-01 73.7330868900
1999-12-01 74.6620136909
2000-01-01 79.2278173827
2000-02-01 78.5179515629
2000-03-01 79.2368381359
2000-04-01 80.2698279817
2000-05-01 80.8127665328
2000-06-01 81.7452580306
2000-07-01 80.8102268635
2000-08-01 80.7020755048
2000-09-01 80.7115562841
2000-10-01 79.9954656928
2000-11-01 79.9748624688
2000-12-01 79.1646613579
2001-01-01 77.8334341473
2001-02-01 75.6950489098
2001-03-01 74.2319207999
2001-04-01 71.4125073376
2001-05-01 70.0577237700
2001-06-01 67.8996951363
2001-07-01 67.0655150895
2001-08-01 66.1211280664
2001-09-01 64.5540164992
2001-10-01 61.1488071967
2001-11-01 61.0409607573
2001-12-01 60.9868322972
2002-01-01 59.2494812402
2002-02-01 58.5209128818
2002-03-01 58.5457440627
2002-04-01 59.8719072634
2002-05-01 60.6314168755
2002-06-01 60.6858209062
2002-07-01 61.3071794002
2002-08-01 62.4179128634
2002-09-01 61.6535628067
2002-10-01 61.6411616363
2002-11-01 61.1977780674
2002-12-01 60.2177339995
2003-01-01 59.6057599435
2003-02-01 59.1588798985
2003-03-01 59.0287331475
2003-04-01 59.0908968173
2003-05-01 59.2432096862
2003-06-01 59.7934318474
2003-07-01 59.6432985991
2003-08-01 59.9528154896
2003-09-01 60.8024316976
2003-10-01 60.5021671055
2003-11-01 61.9443755814
2003-12-01 62.8345361887
2004-01-01 64.2549033117
2004-02-01 64.6312845277
2004-03-01 64.5880429761
2004-04-01 64.7141847512
2004-05-01 64.5788111603
2004-06-01 64.5145966645
2004-07-01 65.5413727205
2004-08-01 65.8815158295
2004-09-01 64.3680550111
2004-10-01 65.1980232424
2004-11-01 64.3766494859
2004-12-01 64.4151085147
2005-01-01 64.1039319699
2005-02-01 64.0861993617
2005-03-01 64.3944845869
2005-04-01 66.9211189614
2005-05-01 66.0227605131
2005-06-01 66.5191953553
2005-07-01 67.8960267870
2005-08-01 68.5675326864
2005-09-01 70.0174039466
2005-10-01 71.8265429226
2005-11-01 71.6070322731
2005-12-01 72.1488336923
2006-01-01 73.5689375514
2006-02-01 74.0037438662
2006-03-01 74.1425869397
2006-04-01 74.2085731585
2006-05-01 74.4264072523
2006-06-01 74.3926770111
2006-07-01 71.8507622586
2006-08-01 73.7188352081
2006-09-01 74.2224947984
2006-10-01 73.4010697396
2006-11-01 74.2608976454
2006-12-01 74.0021354203
2007-01-01 73.9629566907
2007-02-01 74.8334508722
2007-03-01 75.4512931226
2007-04-01 76.0470125914
2007-05-01 75.7430307058
2007-06-01 75.6430954441
2007-07-01 72.5482747803
2007-08-01 73.6576357244
2007-09-01 74.0586790616
2007-10-01 75.2742466895
2007-11-01 75.7676211793
2007-12-01 76.5389808073
2008-01-01 75.9280243047
2008-02-01 75.3515636418
2008-03-01 75.9509691064
2008-04-01 72.5172688859
2008-05-01 73.7088945540
2008-06-01 73.7827576444
2008-07-01 71.9599173253
2008-08-01 71.7662732244
2008-09-01 70.6133445126
2008-10-01 67.7278394201
2008-11-01 66.4279070921
2008-12-01 64.8447592237
2009-01-01 59.1927051724
2009-02-01 56.7204524044
2009-03-01 55.1291336145
2009-04-01 52.7469223332
2009-05-01 53.7574914995
2009-06-01 53.2614441777
2009-07-01 54.0863411830
2009-08-01 54.1633860579
2009-09-01 53.7709258386
2009-10-01 55.2178441742
2009-11-01 55.6294480556
2009-12-01 56.0770376617
2010-01-01 56.9547769868
2010-02-01 57.6550496828
2010-03-01 58.4914801141
2010-04-01 59.2364771982
2010-05-01 60.2784586244
2010-06-01 60.9471925326
2010-07-01 62.5816163705
2010-08-01 63.4717373358
2010-09-01 64.5759492968
2010-10-01 64.9829557610
2010-11-01 65.5279174437
2010-12-01 66.6372120391
2011-01-01 65.3471440989
2011-02-01 65.7764402977
2011-03-01 66.3223111791
2011-04-01 66.6340874459
2011-05-01 66.7160987029
2011-06-01 67.0844212213
2011-07-01 67.0600451712
2011-08-01 67.6210183690
2011-09-01 68.1410331094
2011-10-01 67.9562335074
2011-11-01 67.9336475045
2011-12-01 66.8617247314
2012-01-01 70.6248727842
2012-02-01 71.2418662550
2012-03-01 72.1450644609
2012-04-01 73.1921538245
2012-05-01 74.8448423856
2012-06-01 74.2277631631
2012-07-01 72.3157268864
2012-08-01 73.6658822263
2012-09-01 73.8652036830
2012-10-01 74.7221395507
2012-11-01 76.6797878594
2012-12-01 76.0161286453
2013-01-01 75.0784665874
2013-02-01 77.1208276134
2013-03-01 78.4638345361
2013-04-01 76.5122205204
2013-05-01 77.4308116157
2013-06-01 78.0367790607
2013-07-01 78.0690016033
2013-08-01 79.5286041354
2013-09-01 80.3224008941
2013-10-01 80.3769637154
2013-11-01 80.5425612322
2013-12-01 79.6856322818
2014-01-01 79.3622509311
2014-02-01 79.5117877657
2014-03-01 80.4369633192
2014-04-01 81.3555763085
2014-05-01 82.2820742414
2014-06-01 82.6477429968
2014-07-01 82.6633122471
2014-08-01 82.4700716712
2014-09-01 82.8844931540
2014-10-01 83.0812175560
2014-11-01 83.6179160363
2014-12-01 84.2777082255
2015-01-01 85.1689909862
2015-02-01 85.1063494951
2015-03-01 85.5783018926
2015-04-01 85.1893809131
2015-05-01 84.7481273523
2015-06-01 84.1874085035
2015-07-01 85.0110157793
2015-08-01 84.8260665942
2015-09-01 84.5310809247
2015-10-01 86.0889869354
2015-11-01 85.8349067655
2015-12-01 86.4967131700
2016-01-01 86.1035200856
2016-02-01 86.5074183856
2016-03-01 85.9694393661
2016-04-01 87.0201657606
2016-05-01 87.2911970280
2016-06-01 86.7775832097
2016-07-01 88.7175490716
2016-08-01 89.4265083494
2016-09-01 90.3725169064
2016-10-01 88.9114281378
2016-11-01 90.0171172549
2016-12-01 90.5829384803
2017-01-01 92.9918900723
2017-02-01 93.2930819220
2017-03-01 91.0127372468
2017-04-01 89.0319153654
2017-05-01 89.5905545048
2017-06-01 89.6842698842
2017-07-01 88.3770741167
2017-08-01 87.3740743639
2017-09-01 89.6770686177
2017-10-01 88.7687252953
2017-11-01 89.2096705147
2017-12-01 88.4691326723
2018-01-01 89.2225417299
2018-02-01 89.8263198255
2018-03-01 90.7385706098
2018-04-01 91.1453936072
2018-05-01 91.8033048340
2018-06-01 91.3299246293
2018-07-01 91.9084608461
2018-08-01 91.6461786769
2018-09-01 91.0041133009
2018-10-01 90.7626241037
2018-11-01 90.6139341390
2018-12-01 90.3955089233
2019-01-01 89.5272596220
2019-02-01 89.8034891517
2019-03-01 89.6114537335
2019-04-01 90.6010774744
2019-05-01 91.0972248276
2019-06-01 91.2467449782
2019-07-01 91.4168235160
2019-08-01 91.6842967216
2019-09-01 91.1118110317
2019-10-01 91.0076768472
2019-11-01 91.7532908953
2019-12-01 92.0801390453
2020-01-01 92.5762073103
2020-02-01 94.0451413151
2020-03-01 92.1105673820
2020-04-01 72.2925681576
2020-05-01 75.7057284987
2020-06-01 78.6789153437
2020-07-01 83.3881544438
2020-08-01 86.6214589511
2020-09-01 85.6969202907
2020-10-01 88.7186825668
2020-11-01 90.0461013557
2020-12-01 94.7903046121
2021-01-01 95.5792363969
2021-02-01 94.7187379244
2021-03-01 97.6921275840
2021-04-01 97.3179698962
2021-05-01 99.1322456733
2021-06-01 99.2719947902
2021-07-01 100.7162911565
2021-08-01 100.9529121044
2021-09-01 103.5319014884
2021-10-01 108.4600619994
2021-11-01 107.1310233676
2021-12-01 107.9440227156
2022-01-01 108.7703427994
2022-02-01 110.3117157126
2022-03-01 110.3997540601
2022-04-01 110.3221848890
2022-05-01 109.7184126665
2022-06-01 109.4299669709
2022-07-01 108.3180835766
2022-08-01 106.7895574366
2022-09-01 105.9157525074
2022-10-01 104.3222347181
2022-11-01 102.6270638154
2022-12-01 101.7039844867
2023-01-01 101.3724681057
2023-02-01 100.3807413673
2023-03-01 100.0198835866
2023-04-01 101.2807259796
2023-05-01 98.2247963125
2023-06-01 97.4283966916
2023-07-01 97.3141156111
2023-08-01 96.2262066582
2023-09-01 95.7905999315
2023-10-01 95.1458153807
2023-11-01 95.4196663630
2023-12-01 94.7684502361
2024-01-01 93.7187110423
2024-02-01 93.1677729579
2024-03-01 92.1055059882
2024-04-01 92.4739238012
2024-05-01 92.1091351127
2024-06-01 91.8773220900
2024-07-01 91.3748623396
2024-08-01 92.1611134228
2024-09-01 91.8933373537
2024-10-01 93.0130663938
2024-11-01 94.2249748238
2024-12-01 94.3100562289
2025-01-01 90.8354742000
2025-02-01 89.8348175670
2025-03-01 89.7097783115
2025-04-01 92.4184710471
2025-05-01 93.8331509148
2025-06-01 94.2274350713
2025-07-01 94.0883272902
2025-08-01 93.7499620738
2025-09-01 94.6272518362
2025-10-01 94.1270812973
2025-11-01 94.6211903682
2025-12-01 95.7438209577
2026-01-01 99.5357805541
2026-02-01 99.3763694149
2026-03-01 102.0612054734
2026-04-01 99.8919402278
2026-05-01 98.3747870048
2026-06-01 99.8376187742
2026-07-01 99.5873077774
2026-08-01 103.1428889142

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