Table Data - All Employees: Other Services in South Bend-Mishawaka, IN-MI (MSA)

Title All Employees: Other Services in South Bend-Mishawaka, IN-MI (MSA)
Series ID SOUT718SRVO
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-05-01
Last Updated 2026-06-24 9:45 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 5.67431204581855
1990-02-01 5.61875484441664
1990-03-01 5.64020360571091
1990-04-01 5.67881547334422
1990-05-01 5.61213640993693
1990-06-01 5.59983036211282
1990-07-01 5.64160757044250
1990-08-01 5.64604785810172
1990-09-01 5.52030337333806
1990-10-01 5.68583484722283
1990-11-01 5.69992105966710
1990-12-01 5.67545300890833
1991-01-01 5.68032517210072
1991-02-01 5.71416733413848
1991-03-01 5.75492461790059
1991-04-01 5.68527166326582
1991-05-01 5.70633640962963
1991-06-01 5.69391845396145
1991-07-01 5.63553819076142
1991-08-01 5.64347226763578
1991-09-01 5.61859430440576
1991-10-01 5.57795522151689
1991-11-01 5.59628660723381
1991-12-01 5.67813374763885
1992-01-01 5.69365548475179
1992-02-01 5.71520002679972
1992-03-01 5.78776695748513
1992-04-01 5.68234231405615
1992-05-01 5.59506367607751
1992-06-01 5.78638889360553
1992-07-01 5.82080161644017
1992-08-01 5.83533336649378
1992-09-01 5.91416203932038
1992-10-01 5.95782039366358
1992-11-01 6.00182882681238
1992-12-01 5.78863841365067
1993-01-01 6.02424319993914
1993-02-01 6.02209293210678
1993-03-01 6.02186711451929
1993-04-01 6.17237711451539
1993-05-01 6.08165621408455
1993-06-01 6.07009668482823
1993-07-01 6.09957671363244
1993-08-01 6.11319972525167
1993-09-01 6.10688276405812
1993-10-01 6.14289743972212
1993-11-01 6.22730416305746
1993-12-01 6.20423386299805
1994-01-01 6.05580784044596
1994-02-01 6.23508476707672
1994-03-01 6.25083789869422
1994-04-01 6.36196502082049
1994-05-01 6.37047884099572
1994-06-01 6.34215077081790
1994-07-01 6.37453062948848
1994-08-01 6.38316400772026
1994-09-01 6.39394069366733
1994-10-01 6.43145530004941
1994-11-01 6.36835344405524
1994-12-01 6.42230857047082
1995-01-01 6.38691251297577
1995-02-01 6.45162571614804
1995-03-01 6.46802840526556
1995-04-01 6.36886177441367
1995-05-01 6.26311376053487
1995-06-01 6.49653841578330
1995-07-01 6.34850410756527
1995-08-01 6.34821251197359
1995-09-01 6.38203883848077
1995-10-01 6.23905519281625
1995-11-01 6.39236412393123
1995-12-01 6.44184821902841
1996-01-01 6.60732599587498
1996-02-01 6.58031909233742
1996-03-01 6.58439332201559
1996-04-01 6.47311194022740
1996-05-01 6.65861562922659
1996-06-01 6.65684809733597
1996-07-01 6.62295736237469
1996-08-01 6.62043252055905
1996-09-01 6.58279184795327
1996-10-01 6.54859281249639
1996-11-01 6.48532334318526
1996-12-01 6.54758783926850
1997-01-01 6.53599838873482
1997-02-01 6.51084591745368
1997-03-01 6.49501054976016
1997-04-01 6.56675648294501
1997-05-01 6.66383753133868
1997-06-01 6.73937800518813
1997-07-01 6.69225252675386
1997-08-01 6.70531675643488
1997-09-01 6.69483481112072
1997-10-01 6.66839364089311
1997-11-01 6.64714938701881
1997-12-01 6.54815900656928
1998-01-01 6.56916360821012
1998-02-01 6.53250399114571
1998-03-01 6.59949360348528
1998-04-01 6.53571404937713
1998-05-01 6.47028102420397
1998-06-01 6.54427915476898
1998-07-01 6.67433644327042
1998-08-01 6.60298967772356
1998-09-01 6.61280115595796
1998-10-01 6.68911603527492
1998-11-01 6.71754855373091
1998-12-01 6.72259322680882
1999-01-01 6.70378220280415
1999-02-01 6.74173474014591
1999-03-01 6.70245262109352
1999-04-01 6.71051249145178
1999-05-01 6.66792742943081
1999-06-01 6.64803894467315
1999-07-01 6.76303654871978
1999-08-01 6.70565562536246
1999-09-01 6.72620766419631
1999-10-01 6.71406948520745
1999-11-01 6.80737468496128
1999-12-01 6.79862298997439
2000-01-01 6.82213012559679
2000-02-01 6.85238635681905
2000-03-01 6.80117922139415
2000-04-01 6.89224715947075
2000-05-01 6.84869331472709
2000-06-01 6.83879875956162
2000-07-01 6.77995854378224
2000-08-01 6.81406139123443
2000-09-01 6.83635664957210
2000-10-01 6.82498791149871
2000-11-01 6.81338669706652
2000-12-01 6.87990192157659
2001-01-01 6.81347990453664
2001-02-01 6.76249762395268
2001-03-01 6.98174075749371
2001-04-01 6.80060334307285
2001-05-01 6.83669165196409
2001-06-01 6.84277818011261
2001-07-01 6.79202662240335
2001-08-01 6.72305537307167
2001-09-01 6.44980137479474
2001-10-01 6.52850841555988
2001-11-01 6.41061567591985
2001-12-01 6.38181261873272
2002-01-01 6.27736299261476
2002-02-01 6.25400288816106
2002-03-01 6.25523177132664
2002-04-01 6.31497830711455
2002-05-01 6.33742802525272
2002-06-01 6.36954648524805
2002-07-01 6.21697102269115
2002-08-01 6.23058110210361
2002-09-01 6.26706989964500
2002-10-01 6.22560245612525
2002-11-01 6.20441385427360
2002-12-01 6.09047954990821
2003-01-01 6.11973152848016
2003-02-01 6.01963992282333
2003-03-01 6.02275554228146
2003-04-01 5.94079186715324
2003-05-01 5.85848481344634
2003-06-01 5.82043327307281
2003-07-01 5.91892150305050
2003-08-01 5.92040620002573
2003-09-01 5.99332773757949
2003-10-01 6.03329105636396
2003-11-01 6.11071922114720
2003-12-01 6.09415922109598
2004-01-01 6.07041391893940
2004-02-01 6.07225834572069
2004-03-01 6.01149931162198
2004-04-01 5.95337380585331
2004-05-01 5.97216059358443
2004-06-01 5.94534649682417
2004-07-01 5.92072600897037
2004-08-01 6.00076359453318
2004-09-01 5.82268672981635
2004-10-01 6.04790515643679
2004-11-01 6.04158849743437
2004-12-01 6.09958369613344
2005-01-01 6.13797314487050
2005-02-01 6.24123453168046
2005-03-01 6.29901225274937
2005-04-01 6.14656570771109
2005-05-01 6.08159792200997
2005-06-01 6.14368848734991
2005-07-01 6.20131640811041
2005-08-01 6.19187604380897
2005-09-01 6.15072668764374
2005-10-01 5.96902678092672
2005-11-01 5.97425715674107
2005-12-01 6.10296795704356
2006-01-01 6.13440179490278
2006-02-01 6.13443833360062
2006-03-01 6.09446582606589
2006-04-01 6.11892762071957
2006-05-01 6.07965963766639
2006-06-01 6.10855799246376
2006-07-01 6.09087376435195
2006-08-01 6.09800230433586
2006-09-01 6.07176215078642
2006-10-01 6.08650677512841
2006-11-01 6.09988106863724
2006-12-01 6.11084745291279
2007-01-01 6.13958926148559
2007-02-01 6.14051753338182
2007-03-01 6.18402017755862
2007-04-01 6.20028805431058
2007-05-01 6.16979462073618
2007-06-01 6.17161705070899
2007-07-01 6.17948194104757
2007-08-01 6.11613799683986
2007-09-01 6.18516424048075
2007-10-01 6.19759006842712
2007-11-01 6.21817224756416
2007-12-01 6.20774767840945
2008-01-01 6.14957330339744
2008-02-01 6.14488199949258
2008-03-01 6.07748178141001
2008-04-01 6.20406558811890
2008-05-01 6.25967932806812
2008-06-01 6.13642959468051
2008-07-01 6.07413600223027
2008-08-01 6.11623695931349
2008-09-01 6.19390539801939
2008-10-01 6.00417163223158
2008-11-01 6.04761671288705
2008-12-01 6.01061251255418
2009-01-01 6.05129203642208
2009-02-01 6.03589880106409
2009-03-01 5.96832202756930
2009-04-01 5.91944947872425
2009-05-01 5.94623897105216
2009-06-01 5.91650810628911
2009-07-01 5.86905476225321
2009-08-01 5.81581368021002
2009-09-01 5.80283922770496
2009-10-01 5.80812809729061
2009-11-01 5.77927047368681
2009-12-01 5.80760790353057
2010-01-01 5.74779570727681
2010-02-01 5.72250121931851
2010-03-01 5.75595936241355
2010-04-01 5.72300973860747
2010-05-01 5.74676539310562
2010-06-01 5.81264940977890
2010-07-01 5.86590234988556
2010-08-01 5.91269862724431
2010-09-01 5.91523724450375
2010-10-01 5.91066543871822
2010-11-01 5.90547873182589
2010-12-01 5.91732687014125
2011-01-01 5.93263966557296
2011-02-01 5.99921722679505
2011-03-01 6.04669910621188
2011-04-01 6.10648688587593
2011-05-01 6.14555799381533
2011-06-01 6.12419465513818
2011-07-01 6.07301299296449
2011-08-01 6.12462357329847
2011-09-01 6.13303612484846
2011-10-01 6.10935017882945
2011-11-01 6.11621614867064
2011-12-01 6.12180999127560
2012-01-01 6.10888794736122
2012-02-01 6.08345086110604
2012-03-01 6.03893250753125
2012-04-01 5.98455789127225
2012-05-01 5.95345896674941
2012-06-01 5.83782985754547
2012-07-01 5.97952828473560
2012-08-01 5.93928663774700
2012-09-01 5.94985827471364
2012-10-01 5.99751243423721
2012-11-01 6.01954408497563
2012-12-01 6.03058486457249
2013-01-01 6.09183381406770
2013-02-01 6.07875867049768
2013-03-01 6.03752593375098
2013-04-01 6.06361477441328
2013-05-01 6.05229009059656
2013-06-01 6.04168667791257
2013-07-01 6.09156661967983
2013-08-01 6.15550076410497
2013-09-01 6.15206990146425
2013-10-01 6.08534761654284
2013-11-01 6.21736903998276
2013-12-01 6.23807054539876
2014-01-01 6.28750334517643
2014-02-01 6.28977993451111
2014-03-01 6.42835235212116
2014-04-01 6.35687338444396
2014-05-01 6.35437558786702
2014-06-01 6.33773115530186
2014-07-01 6.29495584699261
2014-08-01 6.27231725810956
2014-09-01 6.23951730442558
2014-10-01 6.27096485085780
2014-11-01 6.20925853758781
2014-12-01 6.24409992253347
2015-01-01 6.19862177126259
2015-02-01 6.20299256740831
2015-03-01 6.22243197226065
2015-04-01 6.26555707216310
2015-05-01 6.35253148028125
2015-06-01 6.33286776142769
2015-07-01 6.29724905165596
2015-08-01 6.28252138208463
2015-09-01 6.32090564013737
2015-10-01 6.16508569871106
2015-11-01 6.28867302727688
2015-12-01 6.24865817032356
2016-01-01 6.30643857504831
2016-02-01 6.30865000713021
2016-03-01 6.31197631064478
2016-04-01 6.29278310214395
2016-05-01 6.26473917527141
2016-06-01 6.24626847649496
2016-07-01 6.29389124360677
2016-08-01 6.27338131437787
2016-09-01 6.30489830483497
2016-10-01 6.15661637707341
2016-11-01 6.26561449576143
2016-12-01 6.23638947929442
2017-01-01 6.20965473336816
2017-02-01 6.21342028324866
2017-03-01 6.21440187426574
2017-04-01 6.23625464457608
2017-05-01 6.28728759506481
2017-06-01 6.26283779387792
2017-07-01 6.19199882967719
2017-08-01 6.14309151579900
2017-09-01 6.08855434873658
2017-10-01 6.13987291804930
2017-11-01 6.13620622272565
2017-12-01 6.11804698610376
2018-01-01 6.11539255778154
2018-02-01 6.12947700916055
2018-03-01 6.13833441809458
2018-04-01 6.07814944317071
2018-05-01 6.01244222857328
2018-06-01 5.97957808085952
2018-07-01 5.98763872290190
2018-08-01 5.99516970844807
2018-09-01 5.95164515495964
2018-10-01 5.92587257652495
2018-11-01 5.91392616986821
2018-12-01 6.00088754796896
2019-01-01 6.12949504534833
2019-02-01 6.06318921347438
2019-03-01 6.09192847222633
2019-04-01 5.99944490230710
2019-05-01 6.01553601040419
2019-06-01 5.97822205771435
2019-07-01 6.28446051423640
2019-08-01 6.26702399899062
2019-09-01 6.30817923577764
2019-10-01 6.40882677527705
2019-11-01 6.58345034065837
2019-12-01 6.59874293563650
2020-01-01 6.35598801339640
2020-02-01 6.40296038236854
2020-03-01 5.85282712513278
2020-04-01 4.29555208638683
2020-05-01 4.60330088085011
2020-06-01 4.66891651538814
2020-07-01 4.68352816745696
2020-08-01 4.75517292008083
2020-09-01 4.76404142158919
2020-10-01 4.69882668584440
2020-11-01 4.77093036864821
2020-12-01 4.81433387145136
2021-01-01 4.86853907825760
2021-02-01 4.92435531991622
2021-03-01 4.99311009853009
2021-04-01 5.18149732204363
2021-05-01 5.18370240293030
2021-06-01 5.16827179644412
2021-07-01 5.18504187344055
2021-08-01 5.16566046486621
2021-09-01 5.25396071909783
2021-10-01 5.27153349888994
2021-11-01 5.36421956669134
2021-12-01 5.82428519877375
2022-01-01 5.88382308853236
2022-02-01 5.92168820773412
2022-03-01 6.00506762909238
2022-04-01 5.98283451499665
2022-05-01 5.97518235746008
2022-06-01 5.96278881094798
2022-07-01 6.18101584746907
2022-08-01 6.27338335610294
2022-09-01 6.36352873996468
2022-10-01 6.46026998449050
2022-11-01 6.37043027134960
2022-12-01 6.32917738836321
2023-01-01 6.38943576844557
2023-02-01 6.31298346355326
2023-03-01 6.20047631846467
2023-04-01 6.57873606701386
2023-05-01 6.66089715500830
2023-06-01 6.44848265911831
2023-07-01 6.47755118633542
2023-08-01 6.48771885669656
2023-09-01 6.40022688283596
2023-10-01 6.47549778929012
2023-11-01 6.36461227870742
2023-12-01 6.41943959083858
2024-01-01 6.30247864982422
2024-02-01 6.40280551308407
2024-03-01 6.37265284399088
2024-04-01 6.77634887726614
2024-05-01 6.46006926127062
2024-06-01 6.71621648780157
2024-07-01 6.67172406649753
2024-08-01 6.40872038141066
2024-09-01 6.23077317708379
2024-10-01 6.32060177607539
2024-11-01 6.35622163565431
2024-12-01 6.31881682425504
2025-01-01 6.29251833083251
2025-02-01 6.19780796911107
2025-03-01 6.23825748940250
2025-04-01 6.26402036485859
2025-05-01 6.16177412927682
2025-06-01 6.19399301533707
2025-07-01 6.07488891271431
2025-08-01 5.92897976798185
2025-09-01 6.05888471793056
2025-10-01 6.05631256228958
2025-11-01 6.14829498608434
2025-12-01 6.12083014766276
2026-01-01 6.18003535738799
2026-02-01 6.28083519481402
2026-03-01 6.20346703037148
2026-04-01 6.06928389392717
2026-05-01 6.07266340018944

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