Table Data - All Employees: Private Service Providing in Niles-Benton Harbor, MI (MSA)
| Title | All Employees: Private Service Providing in Niles-Benton Harbor, MI (MSA) |
|---|---|
| Series ID | SMU26356600800000001SA |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 5:34 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 | 35.531435093684900 |
| 1990-02-01 | 35.689629163245800 |
| 1990-03-01 | 35.194078721219200 |
| 1990-04-01 | 36.042292805721104 |
| 1990-05-01 | 35.954215402471400 |
| 1990-06-01 | 36.059215553918000 |
| 1990-07-01 | 36.081342899541895 |
| 1990-08-01 | 36.534215718664996 |
| 1990-09-01 | 36.665988685395700 |
| 1990-10-01 | 36.443062022137400 |
| 1990-11-01 | 36.545016854894210 |
| 1990-12-01 | 36.375717088273504 |
| 1991-01-01 | 34.712080001942600 |
| 1991-02-01 | 34.542767846519600 |
| 1991-03-01 | 34.572159493889400 |
| 1991-04-01 | 35.169831352696900 |
| 1991-05-01 | 34.992601625692200 |
| 1991-06-01 | 35.009212889886896 |
| 1991-07-01 | 35.094018691488800 |
| 1991-08-01 | 34.727107959596100 |
| 1991-09-01 | 34.780261560332605 |
| 1991-10-01 | 34.647778320822894 |
| 1991-11-01 | 34.691100418445004 |
| 1991-12-01 | 34.837113133057900 |
| 1992-01-01 | 35.085429748520400 |
| 1992-02-01 | 35.085371121631800 |
| 1992-03-01 | 35.642173748721596 |
| 1992-04-01 | 35.330296378287100 |
| 1992-05-01 | 35.675513781114400 |
| 1992-06-01 | 35.885112691778600 |
| 1992-07-01 | 35.507866420832400 |
| 1992-08-01 | 35.516868625201100 |
| 1992-09-01 | 35.587864521789200 |
| 1992-10-01 | 35.854142613281105 |
| 1992-11-01 | 35.499353516822710 |
| 1992-12-01 | 35.665529586792200 |
| 1993-01-01 | 35.974007922709300 |
| 1993-02-01 | 36.136366871758500 |
| 1993-03-01 | 36.004500942819600 |
| 1993-04-01 | 36.305038214553210 |
| 1993-05-01 | 36.378752506569600 |
| 1993-06-01 | 36.564918054849800 |
| 1993-07-01 | 36.961694390426100 |
| 1993-08-01 | 36.968386928817900 |
| 1993-09-01 | 37.086150178289900 |
| 1993-10-01 | 37.548675303877600 |
| 1993-11-01 | 37.581749296696700 |
| 1993-12-01 | 37.774045903479600 |
| 1994-01-01 | 37.897212723925904 |
| 1994-02-01 | 38.114678380944795 |
| 1994-03-01 | 38.093988538948395 |
| 1994-04-01 | 37.764457711494600 |
| 1994-05-01 | 37.881200583678200 |
| 1994-06-01 | 37.729477731844200 |
| 1994-07-01 | 38.002824164104300 |
| 1994-08-01 | 38.212393264109500 |
| 1994-09-01 | 38.253339252009500 |
| 1994-10-01 | 38.044733748749500 |
| 1994-11-01 | 38.896628030789900 |
| 1994-12-01 | 39.390950286687100 |
| 1995-01-01 | 38.548584681441600 |
| 1995-02-01 | 38.520903205522300 |
| 1995-03-01 | 38.502153405663600 |
| 1995-04-01 | 38.493030811706400 |
| 1995-05-01 | 38.228730046824296 |
| 1995-06-01 | 38.161374288486200 |
| 1995-07-01 | 39.252427365932400 |
| 1995-08-01 | 38.770727063761704 |
| 1995-09-01 | 39.016504494685300 |
| 1995-10-01 | 38.721862717585005 |
| 1995-11-01 | 39.132396087270100 |
| 1995-12-01 | 39.137463054281600 |
| 1996-01-01 | 39.132553642285900 |
| 1996-02-01 | 39.158392967563600 |
| 1996-03-01 | 39.323291126646794 |
| 1996-04-01 | 39.586998797643000 |
| 1996-05-01 | 39.624672499537500 |
| 1996-06-01 | 39.854781087668100 |
| 1996-07-01 | 39.342991158769706 |
| 1996-08-01 | 40.189210514194606 |
| 1996-09-01 | 39.684746276069600 |
| 1996-10-01 | 39.891748862043290 |
| 1996-11-01 | 39.941285506100400 |
| 1996-12-01 | 39.931717202550104 |
| 1997-01-01 | 39.598047160199300 |
| 1997-02-01 | 39.583988562516800 |
| 1997-03-01 | 39.733676327601400 |
| 1997-04-01 | 39.559630097233900 |
| 1997-05-01 | 39.678850042236500 |
| 1997-06-01 | 39.726524331706200 |
| 1997-07-01 | 39.704462754838500 |
| 1997-08-01 | 40.353029969048900 |
| 1997-09-01 | 40.103972063983000 |
| 1997-10-01 | 39.731073601716204 |
| 1997-11-01 | 39.581992239158600 |
| 1997-12-01 | 39.249494856519100 |
| 1998-01-01 | 40.356260925762896 |
| 1998-02-01 | 40.286840054650300 |
| 1998-03-01 | 40.222960102769200 |
| 1998-04-01 | 40.633177366050000 |
| 1998-05-01 | 40.852804062836600 |
| 1998-06-01 | 40.786217941191204 |
| 1998-07-01 | 39.936366841735600 |
| 1998-08-01 | 40.617239023377100 |
| 1998-09-01 | 40.820876007057600 |
| 1998-10-01 | 41.201111958697900 |
| 1998-11-01 | 41.254218828720900 |
| 1998-12-01 | 41.074301986105700 |
| 1999-01-01 | 40.890075443780400 |
| 1999-02-01 | 41.075658527574504 |
| 1999-03-01 | 41.207466370625895 |
| 1999-04-01 | 41.106992879978100 |
| 1999-05-01 | 41.227284225781700 |
| 1999-06-01 | 41.045736611938500 |
| 1999-07-01 | 41.278835675414000 |
| 1999-08-01 | 41.066256839379896 |
| 1999-09-01 | 41.147591343341000 |
| 1999-10-01 | 41.501064546106100 |
| 1999-11-01 | 41.085236430759500 |
| 1999-12-01 | 41.493879761881296 |
| 2000-01-01 | 42.121851249517000 |
| 2000-02-01 | 41.976878643160205 |
| 2000-03-01 | 41.774986497600004 |
| 2000-04-01 | 42.511885061353900 |
| 2000-05-01 | 41.618485899866705 |
| 2000-06-01 | 41.500218843098295 |
| 2000-07-01 | 41.941483746784000 |
| 2000-08-01 | 41.569049906622700 |
| 2000-09-01 | 41.743061495291000 |
| 2000-10-01 | 41.954089550786290 |
| 2000-11-01 | 41.892703918342704 |
| 2000-12-01 | 42.018604530437500 |
| 2001-01-01 | 40.531774456082700 |
| 2001-02-01 | 40.589798309538295 |
| 2001-03-01 | 40.653263354359495 |
| 2001-04-01 | 40.607404995607400 |
| 2001-05-01 | 40.419903683449505 |
| 2001-06-01 | 41.081024571002800 |
| 2001-07-01 | 40.735098986512206 |
| 2001-08-01 | 41.143463629612300 |
| 2001-09-01 | 40.914392257466500 |
| 2001-10-01 | 40.689765882628500 |
| 2001-11-01 | 40.881442345038295 |
| 2001-12-01 | 41.050720076050100 |
| 2002-01-01 | 40.535766183853895 |
| 2002-02-01 | 40.713947280146705 |
| 2002-03-01 | 40.937744459806794 |
| 2002-04-01 | 41.120154775045000 |
| 2002-05-01 | 41.332430358624000 |
| 2002-06-01 | 41.387612858870300 |
| 2002-07-01 | 40.447563036438300 |
| 2002-08-01 | 40.902090036673705 |
| 2002-09-01 | 40.733836273257204 |
| 2002-10-01 | 40.509511880498500 |
| 2002-11-01 | 40.363200104415200 |
| 2002-12-01 | 40.269094617340606 |
| 2003-01-01 | 40.343238698318900 |
| 2003-02-01 | 40.161319484552400 |
| 2003-03-01 | 40.070475286761800 |
| 2003-04-01 | 39.715658872511000 |
| 2003-05-01 | 40.035792053885100 |
| 2003-06-01 | 39.815240191199000 |
| 2003-07-01 | 39.553387472616210 |
| 2003-08-01 | 39.493551499402400 |
| 2003-09-01 | 39.236986225922900 |
| 2003-10-01 | 39.064726300966800 |
| 2003-11-01 | 39.536459242080205 |
| 2003-12-01 | 39.083495629649796 |
| 2004-01-01 | 39.155023648876100 |
| 2004-02-01 | 39.119437435083900 |
| 2004-03-01 | 39.145464955003796 |
| 2004-04-01 | 39.024303232427200 |
| 2004-05-01 | 38.648645468903700 |
| 2004-06-01 | 38.550224008653004 |
| 2004-07-01 | 38.614970588634290 |
| 2004-08-01 | 38.782837723309100 |
| 2004-09-01 | 38.942719529363400 |
| 2004-10-01 | 39.100619612494505 |
| 2004-11-01 | 38.913376741342000 |
| 2004-12-01 | 38.967620650705800 |
| 2005-01-01 | 39.492337818535795 |
| 2005-02-01 | 39.689447498951600 |
| 2005-03-01 | 39.763863449922300 |
| 2005-04-01 | 40.324048102901500 |
| 2005-05-01 | 39.475169896172794 |
| 2005-06-01 | 39.675290531319900 |
| 2005-07-01 | 39.938407206828800 |
| 2005-08-01 | 39.745521834842100 |
| 2005-09-01 | 39.962132424960300 |
| 2005-10-01 | 39.907938174742400 |
| 2005-11-01 | 39.820366269125600 |
| 2005-12-01 | 39.957328019531495 |
| 2006-01-01 | 39.352567564094400 |
| 2006-02-01 | 39.179347114668005 |
| 2006-03-01 | 39.100772557376790 |
| 2006-04-01 | 39.019178470238200 |
| 2006-05-01 | 39.003269202048900 |
| 2006-06-01 | 39.038433039496000 |
| 2006-07-01 | 38.844179732966000 |
| 2006-08-01 | 38.772719989443600 |
| 2006-09-01 | 38.915227467901600 |
| 2006-10-01 | 38.949656420727400 |
| 2006-11-01 | 39.034110377049600 |
| 2006-12-01 | 39.020104395110000 |
| 2007-01-01 | 39.159679418349110 |
| 2007-02-01 | 39.094891622423700 |
| 2007-03-01 | 39.038416552502900 |
| 2007-04-01 | 39.210801174868600 |
| 2007-05-01 | 39.098039747336700 |
| 2007-06-01 | 39.236079739291100 |
| 2007-07-01 | 39.552967788147000 |
| 2007-08-01 | 39.877315085598795 |
| 2007-09-01 | 39.604322517680700 |
| 2007-10-01 | 39.220279986657500 |
| 2007-11-01 | 39.483147694966796 |
| 2007-12-01 | 39.820748430437700 |
| 2008-01-01 | 39.657843281592896 |
| 2008-02-01 | 39.778577951390300 |
| 2008-03-01 | 39.627369093725210 |
| 2008-04-01 | 39.616561967249700 |
| 2008-05-01 | 39.778090224376800 |
| 2008-06-01 | 39.520862710213200 |
| 2008-07-01 | 39.460283819452600 |
| 2008-08-01 | 39.581526227304700 |
| 2008-09-01 | 39.016526492758600 |
| 2008-10-01 | 38.944844502792900 |
| 2008-11-01 | 39.135965960156895 |
| 2008-12-01 | 38.144461524576500 |
| 2009-01-01 | 37.742570422460600 |
| 2009-02-01 | 37.617094207392896 |
| 2009-03-01 | 37.663348867179500 |
| 2009-04-01 | 37.727640903626200 |
| 2009-05-01 | 37.342227340137704 |
| 2009-06-01 | 37.414318629901096 |
| 2009-07-01 | 37.005332320696300 |
| 2009-08-01 | 36.906419558291000 |
| 2009-09-01 | 36.835185307113600 |
| 2009-10-01 | 36.985617463145900 |
| 2009-11-01 | 37.094359151379706 |
| 2009-12-01 | 37.207053166669205 |
| 2010-01-01 | 37.084883997673100 |
| 2010-02-01 | 37.109165758155500 |
| 2010-03-01 | 37.036943836553505 |
| 2010-04-01 | 37.441797519116705 |
| 2010-05-01 | 37.524103317508704 |
| 2010-06-01 | 37.634177171811790 |
| 2010-07-01 | 37.663950609624400 |
| 2010-08-01 | 37.683281139512400 |
| 2010-09-01 | 37.650181213993500 |
| 2010-10-01 | 37.636399230927000 |
| 2010-11-01 | 37.351268007522100 |
| 2010-12-01 | 37.576899509626706 |
| 2011-01-01 | 37.474849572478700 |
| 2011-02-01 | 37.671599277054300 |
| 2011-03-01 | 37.597566569317000 |
| 2011-04-01 | 37.266224033506205 |
| 2011-05-01 | 37.288751099467504 |
| 2011-06-01 | 37.182769207639000 |
| 2011-07-01 | 37.434460267602500 |
| 2011-08-01 | 37.689834041671600 |
| 2011-09-01 | 37.468679848132794 |
| 2011-10-01 | 37.394576209763900 |
| 2011-11-01 | 37.521426700968796 |
| 2011-12-01 | 37.356449372674700 |
| 2012-01-01 | 37.412674989213900 |
| 2012-02-01 | 37.109918717138000 |
| 2012-03-01 | 37.535312559633496 |
| 2012-04-01 | 37.682666304466100 |
| 2012-05-01 | 37.777564307546400 |
| 2012-06-01 | 37.868342701228900 |
| 2012-07-01 | 37.494590740308000 |
| 2012-08-01 | 37.311546692119300 |
| 2012-09-01 | 37.683279388386296 |
| 2012-10-01 | 37.564477904853796 |
| 2012-11-01 | 37.784997115355900 |
| 2012-12-01 | 37.742430334073600 |
| 2013-01-01 | 37.427852912739000 |
| 2013-02-01 | 37.358000424316100 |
| 2013-03-01 | 37.281678544425205 |
| 2013-04-01 | 36.774876001517210 |
| 2013-05-01 | 36.836175564003700 |
| 2013-06-01 | 37.060370085154000 |
| 2013-07-01 | 37.079699150238106 |
| 2013-08-01 | 37.041601009364600 |
| 2013-09-01 | 37.122978108023400 |
| 2013-10-01 | 37.221937819095600 |
| 2013-11-01 | 36.925160276180500 |
| 2013-12-01 | 37.024414937401400 |
| 2014-01-01 | 37.368405158287395 |
| 2014-02-01 | 37.319529820856500 |
| 2014-03-01 | 37.207814323919294 |
| 2014-04-01 | 37.243571709752295 |
| 2014-05-01 | 37.515544349649400 |
| 2014-06-01 | 37.128241759154400 |
| 2014-07-01 | 37.475937999893600 |
| 2014-08-01 | 37.476153671727790 |
| 2014-09-01 | 37.395850982134110 |
| 2014-10-01 | 37.457411370790400 |
| 2014-11-01 | 37.343101227836600 |
| 2014-12-01 | 37.695977083130700 |
| 2015-01-01 | 37.944058751935394 |
| 2015-02-01 | 37.892616081583290 |
| 2015-03-01 | 37.938001059389290 |
| 2015-04-01 | 38.104478445784004 |
| 2015-05-01 | 37.972980366342796 |
| 2015-06-01 | 38.072995462605704 |
| 2015-07-01 | 38.197953199609300 |
| 2015-08-01 | 38.107509606805800 |
| 2015-09-01 | 38.301109937364004 |
| 2015-10-01 | 37.967377260151600 |
| 2015-11-01 | 38.265507057505495 |
| 2015-12-01 | 38.141047183780500 |
| 2016-01-01 | 38.248517527870300 |
| 2016-02-01 | 38.063336097623500 |
| 2016-03-01 | 38.146552072812000 |
| 2016-04-01 | 38.567779224493705 |
| 2016-05-01 | 38.645656672228206 |
| 2016-06-01 | 38.008790424644600 |
| 2016-07-01 | 38.233761437583900 |
| 2016-08-01 | 38.356620306404295 |
| 2016-09-01 | 38.529897267142100 |
| 2016-10-01 | 38.664531934851105 |
| 2016-11-01 | 38.751292752815104 |
| 2016-12-01 | 38.649902562317400 |
| 2017-01-01 | 38.653935218646104 |
| 2017-02-01 | 38.931457973292396 |
| 2017-03-01 | 39.081888107822100 |
| 2017-04-01 | 38.451289024632600 |
| 2017-05-01 | 38.809751530981200 |
| 2017-06-01 | 38.949353526919204 |
| 2017-07-01 | 38.897971965857900 |
| 2017-08-01 | 39.115575718254000 |
| 2017-09-01 | 38.660249185975790 |
| 2017-10-01 | 38.638111427369700 |
| 2017-11-01 | 38.618145618236000 |
| 2017-12-01 | 38.529476133966300 |
| 2018-01-01 | 38.257772341711100 |
| 2018-02-01 | 38.379294390665600 |
| 2018-03-01 | 38.433746454582796 |
| 2018-04-01 | 38.349531594865400 |
| 2018-05-01 | 38.409563153319100 |
| 2018-06-01 | 38.612845167842000 |
| 2018-07-01 | 38.346087816192700 |
| 2018-08-01 | 38.479464732372100 |
| 2018-09-01 | 38.389090694697790 |
| 2018-10-01 | 38.410706644873900 |
| 2018-11-01 | 38.071836742568294 |
| 2018-12-01 | 38.281605145700700 |
| 2019-01-01 | 38.530513432561100 |
| 2019-02-01 | 38.406320866408000 |
| 2019-03-01 | 38.834399504399600 |
| 2019-04-01 | 38.857759620415100 |
| 2019-05-01 | 38.926103617588000 |
| 2019-06-01 | 38.818150803262000 |
| 2019-07-01 | 38.793264578372800 |
| 2019-08-01 | 38.514219383308294 |
| 2019-09-01 | 38.767657837277500 |
| 2019-10-01 | 39.104270275658294 |
| 2019-11-01 | 39.346056265176500 |
| 2019-12-01 | 39.638736643664700 |
| 2020-01-01 | 39.473685580295000 |
| 2020-02-01 | 39.420925164336900 |
| 2020-03-01 | 39.044187705235400 |
| 2020-04-01 | 30.552123815965900 |
| 2020-05-01 | 31.285135696935700 |
| 2020-06-01 | 33.345022104025400 |
| 2020-07-01 | 34.918443445437305 |
| 2020-08-01 | 35.445661959582900 |
| 2020-09-01 | 36.418611250259296 |
| 2020-10-01 | 35.848836582633204 |
| 2020-11-01 | 36.013204685126000 |
| 2020-12-01 | 35.072690019255000 |
| 2021-01-01 | 35.091182913922400 |
| 2021-02-01 | 36.225724107365295 |
| 2021-03-01 | 36.365438976080000 |
| 2021-04-01 | 36.553674189130994 |
| 2021-05-01 | 36.653120930424800 |
| 2021-06-01 | 36.806417022587900 |
| 2021-07-01 | 37.067787771064296 |
| 2021-08-01 | 37.054021207572700 |
| 2021-09-01 | 37.112676760702210 |
| 2021-10-01 | 37.490033262988300 |
| 2021-11-01 | 37.687136448065790 |
| 2021-12-01 | 37.830793260470600 |
| 2022-01-01 | 37.930497031767600 |
| 2022-02-01 | 38.036672048798600 |
| 2022-03-01 | 38.059394034651500 |
| 2022-04-01 | 38.456502423377600 |
| 2022-05-01 | 38.420609230380705 |
| 2022-06-01 | 38.563413766726400 |
| 2022-07-01 | 38.608764275016300 |
| 2022-08-01 | 38.868441772067300 |
| 2022-09-01 | 39.001729800638900 |
| 2022-10-01 | 38.731552626677704 |
| 2022-11-01 | 38.867576219550100 |
| 2022-12-01 | 38.881979762591900 |
| 2023-01-01 | 39.083059344627400 |
| 2023-02-01 | 39.270901061275900 |
| 2023-03-01 | 39.348551296635500 |
| 2023-04-01 | 38.961194948808400 |
| 2023-05-01 | 39.363556477739900 |
| 2023-06-01 | 40.013170911348900 |
| 2023-07-01 | 40.168114545157900 |
| 2023-08-01 | 40.174357105699700 |
| 2023-09-01 | 40.059894500318200 |
| 2023-10-01 | 39.953961894974206 |
| 2023-11-01 | 40.167892250087110 |
| 2023-12-01 | 40.461147475327800 |
| 2024-01-01 | 40.453438607954205 |
| 2024-02-01 | 40.338328968148900 |
| 2024-03-01 | 40.221565761064000 |
| 2024-04-01 | 39.964467273324000 |
| 2024-05-01 | 39.886871221896900 |
| 2024-06-01 | 39.435656009904100 |
| 2024-07-01 | 39.200687369520700 |
| 2024-08-01 | 38.995214691639205 |
| 2024-09-01 | 39.741494368243900 |
| 2024-10-01 | 39.970105251517100 |
| 2024-11-01 | 39.969212261292300 |
