Table Data - All Employees: Total Private in Kalamazoo-Portage, MI (MSA)

Title All Employees: Total Private in Kalamazoo-Portage, MI (MSA)
Series ID SMU26280200500000001SA
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 2:49 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 90.9397161584561
1990-02-01 92.0218168309185
1990-03-01 92.4779756191537
1990-04-01 93.3130020082297
1990-05-01 93.7618241119405
1990-06-01 93.7743853038085
1990-07-01 93.8636831786133
1990-08-01 93.5757356963100
1990-09-01 94.0899815947348
1990-10-01 93.2963101848457
1990-11-01 93.3668517318921
1990-12-01 93.0318603293030
1991-01-01 93.2367212229171
1991-02-01 93.1941405597150
1991-03-01 93.3721931873766
1991-04-01 93.2938795986312
1991-05-01 93.2821281231136
1991-06-01 93.7111297176771
1991-07-01 93.5450774835527
1991-08-01 94.3007562241748
1991-09-01 94.8215862859016
1991-10-01 95.7956532170081
1991-11-01 95.2661509857231
1991-12-01 95.4898604349483
1992-01-01 95.5302610236378
1992-02-01 95.6436603746415
1992-03-01 95.8208535219046
1992-04-01 95.8884353708476
1992-05-01 96.3580966242116
1992-06-01 96.5611867730912
1992-07-01 96.5488973719778
1992-08-01 96.4134591812975
1992-09-01 96.1462307107430
1992-10-01 95.8988641322831
1992-11-01 95.7596978418696
1992-12-01 95.9367912490689
1993-01-01 97.1207116288790
1993-02-01 97.0869093812014
1993-03-01 97.3890696743553
1993-04-01 96.3952941252900
1993-05-01 95.5391517509827
1993-06-01 96.0699559420526
1993-07-01 96.4353383677756
1993-08-01 96.7210932458931
1993-09-01 97.0119118242889
1993-10-01 98.0136977475963
1993-11-01 98.0725517707647
1993-12-01 98.2819562561681
1994-01-01 98.2025425254441
1994-02-01 98.4051879293165
1994-03-01 98.6556887836714
1994-04-01 99.5056196842772
1994-05-01 99.6839564310434
1994-06-01 99.8601613493713
1994-07-01 100.6889467181240
1994-08-01 100.3194238020980
1994-09-01 100.6812718487640
1994-10-01 100.7010893594960
1994-11-01 100.8857371661390
1994-12-01 101.3323762991800
1995-01-01 101.2234182314990
1995-02-01 101.2569463024770
1995-03-01 102.0731515558590
1995-04-01 101.6768884948210
1995-05-01 101.4305102876300
1995-06-01 101.7849473141200
1995-07-01 101.8757190341610
1995-08-01 102.2527525377480
1995-09-01 102.5825710159350
1995-10-01 101.9705143646410
1995-11-01 102.3962466795630
1995-12-01 101.9827737898330
1996-01-01 102.5750932182110
1996-02-01 102.5650983594000
1996-03-01 102.1818612740490
1996-04-01 101.7214793073600
1996-05-01 101.9158090117230
1996-06-01 102.5508025878800
1996-07-01 102.7608751064300
1996-08-01 103.6797160712950
1996-09-01 102.6467641501410
1996-10-01 103.2438042298810
1996-11-01 103.2970964825790
1996-12-01 103.5760294294850
1997-01-01 103.4393332518450
1997-02-01 103.3839457889200
1997-03-01 102.9838627298060
1997-04-01 103.0783625783470
1997-05-01 103.4707507736310
1997-06-01 103.0816131801310
1997-07-01 103.1728475732930
1997-08-01 104.0168561564350
1997-09-01 102.9858516230170
1997-10-01 102.8102072035420
1997-11-01 102.4883777880880
1997-12-01 102.9963638189880
1998-01-01 103.1182819072640
1998-02-01 103.6061512283120
1998-03-01 103.7035311806020
1998-04-01 103.8074382121380
1998-05-01 103.7032008924330
1998-06-01 103.2792247731660
1998-07-01 102.1778785197070
1998-08-01 102.7212911940970
1998-09-01 102.7686215220990
1998-10-01 103.6744625225550
1998-11-01 103.4760398569440
1998-12-01 103.4560121563990
1999-01-01 102.2343561965980
1999-02-01 102.5553369292610
1999-03-01 103.1931397613130
1999-04-01 104.4252341513370
1999-05-01 103.9530433940700
1999-06-01 104.5308698388810
1999-07-01 104.0917903378740
1999-08-01 104.2259806725840
1999-09-01 104.1267789036970
1999-10-01 106.1381396758220
1999-11-01 106.3606727718480
1999-12-01 106.4322943145620
2000-01-01 106.6566622720110
2000-02-01 106.6479856745460
2000-03-01 107.1760174761570
2000-04-01 105.8465683393300
2000-05-01 106.2558301142790
2000-06-01 106.5950369047730
2000-07-01 106.3108728955120
2000-08-01 106.8543063337020
2000-09-01 107.5520311821320
2000-10-01 107.2906789573050
2000-11-01 107.5818172002990
2000-12-01 107.3732816238000
2001-01-01 105.3305650617950
2001-02-01 105.7186889443240
2001-03-01 104.4105780741160
2001-04-01 105.1022876559390
2001-05-01 104.6148951162660
2001-06-01 103.8675563072500
2001-07-01 104.0479394131000
2001-08-01 104.0772972559130
2001-09-01 103.8739682984300
2001-10-01 104.2845292544980
2001-11-01 104.1365154694080
2001-12-01 104.2071713752530
2002-01-01 103.9027701820910
2002-02-01 104.0292367420570
2002-03-01 104.8783822062220
2002-04-01 105.0336851703030
2002-05-01 105.6611918098530
2002-06-01 105.7663530367110
2002-07-01 106.6505926777950
2002-08-01 106.1282622138260
2002-09-01 106.1321014094780
2002-10-01 106.5197430224770
2002-11-01 106.1950829964420
2002-12-01 105.8817431633330
2003-01-01 107.4801934315150
2003-02-01 106.4271123510610
2003-03-01 106.4945084165800
2003-04-01 106.2690747247080
2003-05-01 106.1899020790350
2003-06-01 106.5741013822520
2003-07-01 106.2906519643440
2003-08-01 106.5817478186640
2003-09-01 106.1379783308600
2003-10-01 105.4953497477250
2003-11-01 105.8202188297200
2003-12-01 105.4833442573490
2004-01-01 106.1470728874510
2004-02-01 105.5863676815980
2004-03-01 105.7305380175620
2004-04-01 105.9311927573350
2004-05-01 105.6592932496750
2004-06-01 105.7565670454440
2004-07-01 106.3910010981970
2004-08-01 105.7624562148710
2004-09-01 105.7723353035020
2004-10-01 105.2463343275220
2004-11-01 105.1912915483790
2004-12-01 105.4273744396650
2005-01-01 105.2640035112220
2005-02-01 106.0439874772060
2005-03-01 105.8784715021690
2005-04-01 107.2529102602570
2005-05-01 107.0796979521040
2005-06-01 106.1719721154070
2005-07-01 106.3275272779700
2005-08-01 106.0536711558920
2005-09-01 106.3828322126260
2005-10-01 106.2877168851240
2005-11-01 106.8263589380840
2005-12-01 106.8435381099160
2006-01-01 106.3818394468040
2006-02-01 106.2882292292650
2006-03-01 106.4127886305490
2006-04-01 106.1126243664450
2006-05-01 106.2446133920160
2006-06-01 105.8130117124530
2006-07-01 105.4461470977910
2006-08-01 105.4147967555850
2006-09-01 105.9894854702180
2006-10-01 106.5462282811650
2006-11-01 106.4216489303680
2006-12-01 106.5453992713050
2007-01-01 106.6808061662100
2007-02-01 106.9275003773770
2007-03-01 106.8983879313630
2007-04-01 106.6113216005700
2007-05-01 106.4332162435940
2007-06-01 106.6563853136540
2007-07-01 106.2113594232180
2007-08-01 106.2333325746900
2007-09-01 105.8658743774140
2007-10-01 105.5220878175530
2007-11-01 105.5507145858120
2007-12-01 105.6140382940940
2008-01-01 106.3511850162370
2008-02-01 105.7039023450240
2008-03-01 105.6173581750230
2008-04-01 105.0498482845110
2008-05-01 106.3640974065900
2008-06-01 105.3398287971340
2008-07-01 105.4191460077550
2008-08-01 105.1800299372000
2008-09-01 104.1058578594640
2008-10-01 104.4676617360640
2008-11-01 103.9084093213220
2008-12-01 103.2519803780250
2009-01-01 102.3992720560920
2009-02-01 101.7050872091480
2009-03-01 101.1206078313410
2009-04-01 100.7398578289400
2009-05-01 100.3879475930270
2009-06-01 100.0388420621430
2009-07-01 100.3803133404190
2009-08-01 99.4076091281791
2009-09-01 99.2546835468166
2009-10-01 99.2683125206760
2009-11-01 99.0251514061964
2009-12-01 99.0172603680534
2010-01-01 98.9520667416856
2010-02-01 98.7365515905153
2010-03-01 98.3664270538195
2010-04-01 98.8168596681938
2010-05-01 98.6980163455920
2010-06-01 98.7412908031338
2010-07-01 98.7387249089256
2010-08-01 98.7603281137498
2010-09-01 99.0558234403231
2010-10-01 99.0534334943370
2010-11-01 98.7292424685556
2010-12-01 98.5588795509132
2011-01-01 98.9189495444362
2011-02-01 98.7177517736133
2011-03-01 98.9586041315584
2011-04-01 99.0627040054079
2011-05-01 98.7443663186615
2011-06-01 100.2517771406850
2011-07-01 100.9291453042110
2011-08-01 100.4823320920780
2011-09-01 100.7400740064560
2011-10-01 100.3592125347260
2011-11-01 100.6401273521120
2011-12-01 100.3810320969550
2012-01-01 100.0748815228530
2012-02-01 100.4254889813290
2012-03-01 100.7070032005910
2012-04-01 101.0006227114710
2012-05-01 100.3552971974610
2012-06-01 100.0493663137480
2012-07-01 100.1835793613560
2012-08-01 100.0516445114580
2012-09-01 99.7705203954476
2012-10-01 99.1943872844708
2012-11-01 99.6333672188541
2012-12-01 100.2702306975350
2013-01-01 100.6607961126020
2013-02-01 100.9026974043130
2013-03-01 100.8245371348780
2013-04-01 100.4815937116290
2013-05-01 100.4165119964040
2013-06-01 100.8557302656280
2013-07-01 101.5001050626730
2013-08-01 102.0898683556180
2013-09-01 102.2350963780250
2013-10-01 102.6173217735150
2013-11-01 103.1121731610620
2013-12-01 103.0576147201880
2014-01-01 102.9263228922710
2014-02-01 102.9361172129910
2014-03-01 102.9258433375340
2014-04-01 103.1579351637700
2014-05-01 103.8725913869020
2014-06-01 104.2734051509660
2014-07-01 104.3035082478090
2014-08-01 103.9589558567270
2014-09-01 103.9738904203130
2014-10-01 104.2997129060810
2014-11-01 104.5363968500040
2014-12-01 104.8492568634040
2015-01-01 105.0153130471950
2015-02-01 105.2088414829080
2015-03-01 105.0288520184020
2015-04-01 106.3233085642390
2015-05-01 106.2218312376100
2015-06-01 106.2382327992390
2015-07-01 106.5500642211910
2015-08-01 106.8554013703910
2015-09-01 107.1862571434920
2015-10-01 107.5841221207620
2015-11-01 107.4506434205700
2015-12-01 108.1644864094200
2016-01-01 108.2632636807570
2016-02-01 108.6981504751900
2016-03-01 109.1423718188260
2016-04-01 110.0954096369690
2016-05-01 109.4731883656000
2016-06-01 108.2044800435630
2016-07-01 109.9417169550460
2016-08-01 110.1077370721030
2016-09-01 111.0496252766050
2016-10-01 110.5890452147010
2016-11-01 110.9782724134710
2016-12-01 110.6663416973030
2017-01-01 111.1122989413470
2017-02-01 111.3066161680900
2017-03-01 111.0720467564090
2017-04-01 110.9471373444840
2017-05-01 110.9491530479480
2017-06-01 110.7681829449790
2017-07-01 110.5229828552600
2017-08-01 111.2348402226380
2017-09-01 111.4825100544250
2017-10-01 111.9463811106220
2017-11-01 112.0199942533780
2017-12-01 111.9655929625160
2018-01-01 111.9281250883860
2018-02-01 112.0992203872200
2018-03-01 112.7353032041680
2018-04-01 112.6913163398380
2018-05-01 112.8481014498560
2018-06-01 113.5669732362480
2018-07-01 113.3602670817150
2018-08-01 113.4256320110100
2018-09-01 113.4003557121180
2018-10-01 113.5252017432980
2018-11-01 113.6835189064070
2018-12-01 113.7199280008740
2019-01-01 114.0848571736460
2019-02-01 113.2250349374830
2019-03-01 113.8352737918210
2019-04-01 113.7292699620330
2019-05-01 114.1429601807840
2019-06-01 113.8276581538320
2019-07-01 113.6927264730780
2019-08-01 114.0315245659680
2019-09-01 113.7066520455710
2019-10-01 113.7472940635540
2019-11-01 113.7052269406530
2019-12-01 113.9877024495240
2020-01-01 114.1341993985480
2020-02-01 114.2778967551630
2020-03-01 113.8495650387910
2020-04-01 91.1448562155692
2020-05-01 93.8026082539007
2020-06-01 99.7813243743318
2020-07-01 103.5787183312170
2020-08-01 104.4040441715590
2020-09-01 105.1353510901780
2020-10-01 106.4545141956660
2020-11-01 106.0995606201910
2020-12-01 104.9662527550230
2021-01-01 104.9107365649980
2021-02-01 106.7523122312190
2021-03-01 107.3469044532520
2021-04-01 106.7473351921720
2021-05-01 106.5704223471480
2021-06-01 106.8067292602990
2021-07-01 109.5394702044440
2021-08-01 109.4470930988740
2021-09-01 108.5587984740460
2021-10-01 109.9395333968800
2021-11-01 110.4225769299970
2021-12-01 111.0051305653580
2022-01-01 110.8799632446050
2022-02-01 111.5563077269440
2022-03-01 111.8283345495280
2022-04-01 112.7643029582010
2022-05-01 112.5238227160120
2022-06-01 112.6302085193230
2022-07-01 113.2928758648410
2022-08-01 112.8485214615710
2022-09-01 113.5076541528920
2022-10-01 113.2590119876800
2022-11-01 113.2553655430190
2022-12-01 113.7604934686680
2023-01-01 114.3885972277780
2023-02-01 114.3867281443660
2023-03-01 114.5912192841630
2023-04-01 114.6085973963570
2023-05-01 114.7849161502050
2023-06-01 114.9519941130240
2023-07-01 114.6408028053040
2023-08-01 114.9246153968590
2023-09-01 114.6428349695610
2023-10-01 115.0485613648380
2023-11-01 115.1847129992610
2023-12-01 115.0410223032740
2024-01-01 115.0719780345420
2024-02-01 115.0278192153760
2024-03-01 115.2589258045030
2024-04-01 115.3887390092210
2024-05-01 115.2358521229110
2024-06-01 115.4940782678650
2024-07-01 115.2256520471380
2024-08-01 115.5704606491770
2024-09-01 115.2916346139390
2024-10-01 115.3063739165190
2024-11-01 115.1701249786640
2024-12-01 115.5073302571870
2025-01-01 115.6690719302640
2025-02-01 115.5511718459490
2025-03-01 115.5426749614120
2025-04-01 115.5770764866590
2025-05-01 115.8133492935080
2025-06-01 115.6690675658170
2025-07-01 115.9351042560140
2025-08-01 115.8168799726820
2025-09-01 116.0092741388450
2025-10-01 116.0679667847920
2025-11-01 115.8115500843440
2025-12-01 115.7531762418590

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