Table Data - All Employees: Private Service Providing in Fargo, ND-MN (MSA)

Title All Employees: Private Service Providing in Fargo, ND-MN (MSA)
Series ID SMU38220200800000001SA
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 2026-04-01
Last Updated 2026-05-26 1:18 PM 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 53.9153367028153
1990-02-01 53.7579809540983
1990-03-01 54.2252208784698
1990-04-01 54.5993975715333
1990-05-01 54.8239804462038
1990-06-01 54.8348219580069
1990-07-01 54.9892314193561
1990-08-01 54.8275663776412
1990-09-01 54.8699664585723
1990-10-01 54.9407418981717
1990-11-01 55.3094865466535
1990-12-01 55.6333414012228
1991-01-01 56.2589844318323
1991-02-01 55.9964798038653
1991-03-01 55.8410857957764
1991-04-01 56.1940045831132
1991-05-01 56.4357708747404
1991-06-01 56.3344408655864
1991-07-01 56.4845556688446
1991-08-01 56.7217551599584
1991-09-01 56.7624976349488
1991-10-01 57.1188819337823
1991-11-01 57.1617150893223
1991-12-01 57.1046564536883
1992-01-01 57.4195093836755
1992-02-01 57.7336848025377
1992-03-01 57.8552212160173
1992-04-01 57.8936191329705
1992-05-01 58.1762082520634
1992-06-01 58.3106806481725
1992-07-01 58.2709773392052
1992-08-01 58.5107354131468
1992-09-01 58.8553370755311
1992-10-01 58.8787197304276
1992-11-01 58.9132779105194
1992-12-01 59.6696032196666
1993-01-01 59.4033000702824
1993-02-01 59.5756121337300
1993-03-01 59.8643121603087
1993-04-01 59.7090855790160
1993-05-01 59.7231236077964
1993-06-01 59.9586226808242
1993-07-01 60.0336832212008
1993-08-01 60.2134911029637
1993-09-01 60.6602977427047
1993-10-01 60.4429065092931
1993-11-01 60.4588656948582
1993-12-01 60.4818776181434
1994-01-01 59.8700495643179
1994-02-01 60.3967787517096
1994-03-01 60.6551197874814
1994-04-01 61.3472225337153
1994-05-01 61.5727552896302
1994-06-01 61.8824509012327
1994-07-01 62.8893659787537
1994-08-01 62.9232614064185
1994-09-01 63.0870718321128
1994-10-01 62.9892449750490
1994-11-01 63.5976661335694
1994-12-01 63.6520032117415
1995-01-01 63.8641493499955
1995-02-01 63.8563810679125
1995-03-01 64.6828563023700
1995-04-01 64.0813238135493
1995-05-01 63.8165794479150
1995-06-01 63.9218195032963
1995-07-01 63.7941602687139
1995-08-01 63.7027471777619
1995-09-01 63.8333919057538
1995-10-01 64.0710462627300
1995-11-01 64.0713220138757
1995-12-01 64.4719367949807
1996-01-01 64.7017608438544
1996-02-01 65.3847955890232
1996-03-01 65.3923911018277
1996-04-01 65.4135325795994
1996-05-01 65.9681833705163
1996-06-01 66.0754220440777
1996-07-01 66.1140270984103
1996-08-01 66.0686452048651
1996-09-01 66.2589316975979
1996-10-01 67.0307629044059
1996-11-01 67.5472977320377
1996-12-01 67.2489702085341
1997-01-01 67.6389571881939
1997-02-01 68.0209722492414
1997-03-01 68.0172748459793
1997-04-01 68.1687216447175
1997-05-01 68.9411786287140
1997-06-01 68.9797949972008
1997-07-01 68.9159356960933
1997-08-01 69.1996937070504
1997-09-01 69.2284573048607
1997-10-01 69.4102816685370
1997-11-01 69.4566079665437
1997-12-01 70.0462773512444
1998-01-01 70.0347023868610
1998-02-01 70.1557021163116
1998-03-01 70.6589677072693
1998-04-01 71.1339926436572
1998-05-01 70.7435660020078
1998-06-01 71.0228103702764
1998-07-01 71.4247189067496
1998-08-01 71.4706587573452
1998-09-01 71.2098560279308
1998-10-01 71.6255817609700
1998-11-01 71.6994224317262
1998-12-01 71.3479576770367
1999-01-01 71.2104079154185
1999-02-01 71.3905548882412
1999-03-01 71.6178137725149
1999-04-01 72.2811522424718
1999-05-01 72.1614120763174
1999-06-01 72.2110096560040
1999-07-01 71.8943923114112
1999-08-01 71.9879640936741
1999-09-01 72.3581863886686
1999-10-01 72.3881606104137
1999-11-01 72.3446223686735
1999-12-01 72.7882594404609
2000-01-01 73.0149615040994
2000-02-01 72.9394637894826
2000-03-01 73.5231058263878
2000-04-01 72.7903924671421
2000-05-01 72.8166592364923
2000-06-01 73.1472420116410
2000-07-01 73.9109901913758
2000-08-01 74.1202180968370
2000-09-01 74.3850111074832
2000-10-01 74.5580278392994
2000-11-01 74.7057887827876
2000-12-01 74.4370445343161
2001-01-01 75.5569099284326
2001-02-01 75.4042460829604
2001-03-01 75.9274918742830
2001-04-01 74.4839557071951
2001-05-01 75.0812313093702
2001-06-01 74.9489262461815
2001-07-01 75.0338511072844
2001-08-01 75.0903958702730
2001-09-01 75.0868079274749
2001-10-01 74.6415045573113
2001-11-01 74.7693305825913
2001-12-01 74.7460834504666
2002-01-01 74.4930600260996
2002-02-01 74.8329250536237
2002-03-01 74.2711032464112
2002-04-01 74.3223251233306
2002-05-01 74.3425901077166
2002-06-01 74.6632899901302
2002-07-01 75.4414379312724
2002-08-01 75.6330207419819
2002-09-01 75.2547075591844
2002-10-01 75.1321800619925
2002-11-01 75.2320636419702
2002-12-01 75.3328136684430
2003-01-01 75.3806802169645
2003-02-01 75.2429482121317
2003-03-01 75.3914710131724
2003-04-01 75.7300856810536
2003-05-01 75.8833881011703
2003-06-01 76.0522869978090
2003-07-01 75.7976764468007
2003-08-01 76.0449275101928
2003-09-01 76.2974368820168
2003-10-01 76.5005863538297
2003-11-01 76.5527220325570
2003-12-01 76.3943853823160
2004-01-01 77.1754408572111
2004-02-01 77.1514462802392
2004-03-01 77.6617808908330
2004-04-01 78.0221363343958
2004-05-01 78.5072418743957
2004-06-01 78.3330632202316
2004-07-01 78.8476235826353
2004-08-01 78.9279822541016
2004-09-01 78.7686869405309
2004-10-01 79.1404544886717
2004-11-01 79.3370352681963
2004-12-01 79.4979296997691
2005-01-01 79.3256570982578
2005-02-01 79.7209801036470
2005-03-01 79.9435337795242
2005-04-01 80.6406640692288
2005-05-01 81.0019937218001
2005-06-01 81.2852359461807
2005-07-01 81.1225882212241
2005-08-01 81.0566725065760
2005-09-01 81.2892848848069
2005-10-01 81.2243474540162
2005-11-01 80.9932114280107
2005-12-01 81.5700585619929
2006-01-01 81.9260921476486
2006-02-01 82.3530147345177
2006-03-01 83.0192796310555
2006-04-01 81.9036922768950
2006-05-01 82.2559512060556
2006-06-01 82.7882430763529
2006-07-01 82.5187384916323
2006-08-01 83.1189097177675
2006-09-01 83.7031531835161
2006-10-01 83.6625313394199
2006-11-01 84.0140725059028
2006-12-01 84.2955628690823
2007-01-01 84.3929238346923
2007-02-01 84.4596786908193
2007-03-01 84.8031397342206
2007-04-01 84.6809491920538
2007-05-01 85.1834645411515
2007-06-01 85.1200128709391
2007-07-01 85.6954531753327
2007-08-01 86.1719841055716
2007-09-01 86.3039960412769
2007-10-01 86.5488091569837
2007-11-01 87.3191504576847
2007-12-01 87.0950703424270
2008-01-01 87.3489495583344
2008-02-01 87.7376240166094
2008-03-01 88.1564879699715
2008-04-01 88.0738004978939
2008-05-01 87.6159955159206
2008-06-01 87.9652815177981
2008-07-01 88.1111264600567
2008-08-01 88.2043276000581
2008-09-01 88.0451924083068
2008-10-01 88.6303206433597
2008-11-01 88.4405889013918
2008-12-01 88.5377585635327
2009-01-01 88.8036535564120
2009-02-01 88.6691348632998
2009-03-01 88.1330669223428
2009-04-01 88.0477173332066
2009-05-01 88.5735633533576
2009-06-01 88.4333113477130
2009-07-01 88.1099156207452
2009-08-01 88.0795666189755
2009-09-01 88.2530405539407
2009-10-01 88.4245837814025
2009-11-01 88.2835852924002
2009-12-01 88.6359930420863
2010-01-01 88.4737368171577
2010-02-01 88.4070856847261
2010-03-01 88.5788304604072
2010-04-01 88.8492104115754
2010-05-01 88.5044262667784
2010-06-01 88.7917381750887
2010-07-01 88.4468201070326
2010-08-01 88.0133845315103
2010-09-01 88.3812896021336
2010-10-01 89.2493233212046
2010-11-01 89.0437035479623
2010-12-01 89.2680614800153
2011-01-01 89.4984648400354
2011-02-01 89.5570729122271
2011-03-01 90.0424017028095
2011-04-01 90.3472809028650
2011-05-01 90.6559149735296
2011-06-01 90.9466089895380
2011-07-01 91.2546977381705
2011-08-01 91.4122012193474
2011-09-01 92.0707069185236
2011-10-01 91.9856006856414
2011-11-01 92.4911954331407
2011-12-01 92.4882086081625
2012-01-01 92.0530618892906
2012-02-01 93.1146754188995
2012-03-01 93.7164498551764
2012-04-01 94.4072108654868
2012-05-01 94.6860849531702
2012-06-01 94.8126571607425
2012-07-01 95.4504519167397
2012-08-01 95.6565661247518
2012-09-01 95.9338238427708
2012-10-01 96.2342518870028
2012-11-01 96.4506330244368
2012-12-01 96.5084701868940
2013-01-01 95.7417875185952
2013-02-01 97.1603982148541
2013-03-01 97.5820646752957
2013-04-01 96.7671743169961
2013-05-01 97.2481917267275
2013-06-01 97.3782640878835
2013-07-01 97.6243100242199
2013-08-01 97.9462774985387
2013-09-01 98.2316788255642
2013-10-01 98.5124839442708
2013-11-01 98.5712810343666
2013-12-01 98.8570887528798
2014-01-01 99.1936662899277
2014-02-01 99.6466361025869
2014-03-01 99.9453881699529
2014-04-01 100.2536758997200
2014-05-01 100.3898260261830
2014-06-01 100.6132203450400
2014-07-01 101.0311519909330
2014-08-01 100.9217088183890
2014-09-01 101.3483219040610
2014-10-01 101.4019470577770
2014-11-01 102.1208295695340
2014-12-01 101.9005778259710
2015-01-01 101.1908979440350
2015-02-01 101.9286815023340
2015-03-01 102.1958069778140
2015-04-01 102.0037739292160
2015-05-01 102.4220884599310
2015-06-01 102.6471155288240
2015-07-01 102.4378743943230
2015-08-01 102.8109318001720
2015-09-01 102.7164303265930
2015-10-01 103.1262531544170
2015-11-01 103.1064190074190
2015-12-01 103.1480513006020
2016-01-01 102.6542841346480
2016-02-01 102.9805175984820
2016-03-01 103.0192351698980
2016-04-01 103.3550270086020
2016-05-01 103.2386707313140
2016-06-01 102.9589361065240
2016-07-01 104.1811668633350
2016-08-01 104.0368556478240
2016-09-01 104.3157447859700
2016-10-01 103.7461763957270
2016-11-01 103.9772562424360
2016-12-01 104.0887063597350
2017-01-01 104.5961620766580
2017-02-01 104.5266699009540
2017-03-01 104.5513445583680
2017-04-01 104.7959620054010
2017-05-01 104.5628971843900
2017-06-01 104.7013618774430
2017-07-01 104.8419984574280
2017-08-01 104.7795036651110
2017-09-01 104.7202565084050
2017-10-01 104.5437198873380
2017-11-01 104.5426411942040
2017-12-01 104.2244798032960
2018-01-01 104.9075831956290
2018-02-01 104.8515804594200
2018-03-01 105.1403851634130
2018-04-01 105.0686241171560
2018-05-01 105.5203830519240
2018-06-01 105.0439492988650
2018-07-01 105.4113091508670
2018-08-01 105.3386402455840
2018-09-01 105.5369254951180
2018-10-01 105.7076974036390
2018-11-01 105.8682032219360
2018-12-01 106.1165493016720
2019-01-01 105.8575514776650
2019-02-01 106.5097226092070
2019-03-01 106.4077982042030
2019-04-01 106.8446790806920
2019-05-01 107.5059811670180
2019-06-01 107.0982180396660
2019-07-01 106.3718118073640
2019-08-01 106.5085398353000
2019-09-01 106.5295235483170
2019-10-01 106.8935503963750
2019-11-01 106.9527698326290
2019-12-01 107.1060038569910
2020-01-01 107.4762238793240
2020-02-01 107.8786611258970
2020-03-01 106.9244668681860
2020-04-01 93.1811321711235
2020-05-01 97.1098742193114
2020-06-01 99.2566291584896
2020-07-01 100.7545937437380
2020-08-01 101.7982605607850
2020-09-01 102.3298280834420
2020-10-01 102.9586097519750
2020-11-01 102.7591790111030
2020-12-01 102.5321201133970
2021-01-01 104.1908745753370
2021-02-01 104.2567303405690
2021-03-01 104.9193661722620
2021-04-01 104.5301997679050
2021-05-01 104.8899800728800
2021-06-01 104.9436739353290
2021-07-01 105.6581805575360
2021-08-01 105.6547904308220
2021-09-01 105.6604325289290
2021-10-01 106.2180599734910
2021-11-01 106.5160822576770
2021-12-01 106.9179306491540
2022-01-01 106.3823063993550
2022-02-01 106.7031881094770
2022-03-01 106.9311460482940
2022-04-01 107.5098223996300
2022-05-01 107.4065408469230
2022-06-01 107.7904470234420
2022-07-01 107.9872227884460
2022-08-01 107.8227689200210
2022-09-01 107.8964604657930
2022-10-01 107.8153624457120
2022-11-01 108.3210426841080
2022-12-01 107.9328877044680
2023-01-01 108.3687072356570
2023-02-01 108.5939050683880
2023-03-01 108.4507937277350
2023-04-01 107.8323218943290
2023-05-01 108.0380237798410
2023-06-01 108.5336641308080
2023-07-01 108.4369153178000
2023-08-01 108.5117113789340
2023-09-01 108.9611363308420
2023-10-01 108.2949760838490
2023-11-01 108.6532964429350
2023-12-01 108.8798159355240
2024-01-01 108.9168836752580
2024-02-01 109.2606647540910
2024-03-01 109.5898189686120
2024-04-01 109.9706169262980
2024-05-01 109.7331332512610
2024-06-01 109.4601513703040
2024-07-01 109.5107206737580
2024-08-01 109.6186873966350
2024-09-01 109.6395403977230
2024-10-01 109.7286879963050
2024-11-01 110.0038302857000
2024-12-01 110.2116740076080
2025-01-01 109.7239185616840
2025-02-01 109.6314479796260
2025-03-01 109.3557278212960
2025-04-01 109.6055588517950
2025-05-01 109.6373590708230
2025-06-01 109.4211935400860
2025-07-01 108.8740448075340
2025-08-01 109.0237129834090
2025-09-01 108.7468736147190
2025-10-01 109.1237949657580
2025-11-01 108.0700650044150
2025-12-01 107.4631432640980
2026-01-01 108.4836702253490
2026-02-01 107.9605488969540
2026-03-01 108.5364382364100
2026-04-01 108.0795171683780

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