Table Data - All Employees: Service-Providing in Niles-Benton Harbor, MI (MSA)
| Title | All Employees: Service-Providing in Niles-Benton Harbor, MI (MSA) |
|---|---|
| Series ID | SMU26356600700000001SA |
| 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 2024-10-01 |
| Last Updated | 2024-11-20 5:20 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 | 44.307707913659600 |
| 1990-02-01 | 44.605213762864710 |
| 1990-03-01 | 44.010175842530295 |
| 1990-04-01 | 44.710927272595704 |
| 1990-05-01 | 44.881794381826104 |
| 1990-06-01 | 44.991483932890900 |
| 1990-07-01 | 45.291509219584290 |
| 1990-08-01 | 45.582467953601295 |
| 1990-09-01 | 45.722198772927705 |
| 1990-10-01 | 45.488968393555794 |
| 1990-11-01 | 45.441142744509600 |
| 1990-12-01 | 45.468234174284895 |
| 1991-01-01 | 43.698539477266500 |
| 1991-02-01 | 43.472049392901300 |
| 1991-03-01 | 43.484807240318204 |
| 1991-04-01 | 43.942227025682000 |
| 1991-05-01 | 43.925685453921204 |
| 1991-06-01 | 44.029470758357000 |
| 1991-07-01 | 44.404795234385205 |
| 1991-08-01 | 43.769756089495495 |
| 1991-09-01 | 43.937644296179705 |
| 1991-10-01 | 43.779595986801795 |
| 1991-11-01 | 43.781048673807405 |
| 1991-12-01 | 43.921540219296500 |
| 1992-01-01 | 44.285540687112600 |
| 1992-02-01 | 44.246935087409000 |
| 1992-03-01 | 44.858732115724706 |
| 1992-04-01 | 44.597441447888000 |
| 1992-05-01 | 44.817223108353500 |
| 1992-06-01 | 45.178642145670200 |
| 1992-07-01 | 44.638221388335500 |
| 1992-08-01 | 44.549302264166790 |
| 1992-09-01 | 44.640164014096200 |
| 1992-10-01 | 44.868374133143995 |
| 1992-11-01 | 44.775302213121300 |
| 1992-12-01 | 44.728997519411200 |
| 1993-01-01 | 45.106791547017400 |
| 1993-02-01 | 45.334250379265390 |
| 1993-03-01 | 45.224634565630595 |
| 1993-04-01 | 45.473348798542100 |
| 1993-05-01 | 45.625360379881400 |
| 1993-06-01 | 45.831507612068904 |
| 1993-07-01 | 46.096239452153995 |
| 1993-08-01 | 46.111262908736705 |
| 1993-09-01 | 46.030941785333300 |
| 1993-10-01 | 46.542863178477000 |
| 1993-11-01 | 46.540392834702800 |
| 1993-12-01 | 46.821652110748396 |
| 1994-01-01 | 46.856004508797100 |
| 1994-02-01 | 47.039090225171800 |
| 1994-03-01 | 47.121437299373400 |
| 1994-04-01 | 46.742514844952794 |
| 1994-05-01 | 46.830997926808394 |
| 1994-06-01 | 46.751352334601300 |
| 1994-07-01 | 47.165218212741200 |
| 1994-08-01 | 47.358186402145100 |
| 1994-09-01 | 47.398357642419995 |
| 1994-10-01 | 47.021552487048500 |
| 1994-11-01 | 47.851355921747600 |
| 1994-12-01 | 48.213891640549704 |
| 1995-01-01 | 47.627436380093400 |
| 1995-02-01 | 47.447407463064900 |
| 1995-03-01 | 47.335667144160500 |
| 1995-04-01 | 47.389098528183204 |
| 1995-05-01 | 47.179245287287400 |
| 1995-06-01 | 47.050656085696794 |
| 1995-07-01 | 48.337538703758500 |
| 1995-08-01 | 47.732716355003994 |
| 1995-09-01 | 47.955645699093296 |
| 1995-10-01 | 47.489890860461800 |
| 1995-11-01 | 47.785295125451710 |
| 1995-12-01 | 47.950495058464100 |
| 1996-01-01 | 47.509345534997905 |
| 1996-02-01 | 47.667157473654500 |
| 1996-03-01 | 47.864703383333210 |
| 1996-04-01 | 48.098356844041700 |
| 1996-05-01 | 48.177936859701700 |
| 1996-06-01 | 48.314465683446400 |
| 1996-07-01 | 48.175214795372400 |
| 1996-08-01 | 48.964338927748790 |
| 1996-09-01 | 48.100373510842800 |
| 1996-10-01 | 48.357797568045600 |
| 1996-11-01 | 48.404299372014100 |
| 1996-12-01 | 48.335069180573210 |
| 1997-01-01 | 48.270936562611105 |
| 1997-02-01 | 48.168857959685795 |
| 1997-03-01 | 48.384621210153504 |
| 1997-04-01 | 48.152280558756890 |
| 1997-05-01 | 48.244853797306100 |
| 1997-06-01 | 48.370737315946800 |
| 1997-07-01 | 48.183094027133290 |
| 1997-08-01 | 48.872721854452400 |
| 1997-09-01 | 48.595980341799600 |
| 1997-10-01 | 48.389557708777700 |
| 1997-11-01 | 48.210101983231894 |
| 1997-12-01 | 47.942906439871800 |
| 1998-01-01 | 49.037585707193700 |
| 1998-02-01 | 49.067008565092400 |
| 1998-03-01 | 48.870439301028010 |
| 1998-04-01 | 49.311209249473900 |
| 1998-05-01 | 49.642277355837200 |
| 1998-06-01 | 49.513161673133794 |
| 1998-07-01 | 48.765385504800500 |
| 1998-08-01 | 49.479449477462800 |
| 1998-09-01 | 49.681919755695700 |
| 1998-10-01 | 49.946329917384006 |
| 1998-11-01 | 50.143953508081395 |
| 1998-12-01 | 49.943766991912000 |
| 1999-01-01 | 49.797008665516200 |
| 1999-02-01 | 50.067043889402704 |
| 1999-03-01 | 50.146871033736600 |
| 1999-04-01 | 49.865395740892710 |
| 1999-05-01 | 50.138420489219400 |
| 1999-06-01 | 49.860929344349200 |
| 1999-07-01 | 50.255969251372210 |
| 1999-08-01 | 49.871280536044000 |
| 1999-09-01 | 50.076708212174000 |
| 1999-10-01 | 50.331216648775000 |
| 1999-11-01 | 49.929031241544294 |
| 1999-12-01 | 50.336924451971900 |
| 2000-01-01 | 51.258128869350800 |
| 2000-02-01 | 51.187002657134000 |
| 2000-03-01 | 50.895918484309100 |
| 2000-04-01 | 51.477402275238600 |
| 2000-05-01 | 50.840023904634705 |
| 2000-06-01 | 50.402111006736500 |
| 2000-07-01 | 51.445464305295710 |
| 2000-08-01 | 50.721026866882106 |
| 2000-09-01 | 50.730763394558100 |
| 2000-10-01 | 51.081345243115610 |
| 2000-11-01 | 51.021030033755500 |
| 2000-12-01 | 51.044716124999894 |
| 2001-01-01 | 49.979051854436100 |
| 2001-02-01 | 49.808971737458600 |
| 2001-03-01 | 49.959660975176200 |
| 2001-04-01 | 49.574102902414890 |
| 2001-05-01 | 49.338539275293900 |
| 2001-06-01 | 49.866142117836200 |
| 2001-07-01 | 49.653928502749004 |
| 2001-08-01 | 49.951212985893896 |
| 2001-09-01 | 49.984096661699800 |
| 2001-10-01 | 49.624674701095710 |
| 2001-11-01 | 49.797639790280705 |
| 2001-12-01 | 49.973439546456206 |
| 2002-01-01 | 49.470411414582100 |
| 2002-02-01 | 49.626924408628100 |
| 2002-03-01 | 49.920008940752496 |
| 2002-04-01 | 49.991212243753700 |
| 2002-05-01 | 50.264819802885896 |
| 2002-06-01 | 50.068290575328206 |
| 2002-07-01 | 49.249678932571896 |
| 2002-08-01 | 49.851306188396800 |
| 2002-09-01 | 49.393049088208400 |
| 2002-10-01 | 49.172926506234400 |
| 2002-11-01 | 48.895783373847200 |
| 2002-12-01 | 48.903631804276200 |
| 2003-01-01 | 49.043877141488400 |
| 2003-02-01 | 48.838488577777500 |
| 2003-03-01 | 48.636223500761700 |
| 2003-04-01 | 48.091015105602890 |
| 2003-05-01 | 48.678410537198104 |
| 2003-06-01 | 48.308792090790995 |
| 2003-07-01 | 47.931403007543295 |
| 2003-08-01 | 47.646873271080100 |
| 2003-09-01 | 47.496523679121890 |
| 2003-10-01 | 47.269475890646500 |
| 2003-11-01 | 47.695574267129004 |
| 2003-12-01 | 47.235791950368900 |
| 2004-01-01 | 47.426000638192995 |
| 2004-02-01 | 47.243929462586500 |
| 2004-03-01 | 47.302727694438104 |
| 2004-04-01 | 47.110574884571400 |
| 2004-05-01 | 46.916488483493900 |
| 2004-06-01 | 46.767668044410600 |
| 2004-07-01 | 46.446682142940105 |
| 2004-08-01 | 46.802941916345700 |
| 2004-09-01 | 47.100049890956200 |
| 2004-10-01 | 47.242809584556205 |
| 2004-11-01 | 47.006676503648000 |
| 2004-12-01 | 47.046457218499100 |
| 2005-01-01 | 47.837180789559600 |
| 2005-02-01 | 47.881698539110204 |
| 2005-03-01 | 47.834025817714604 |
| 2005-04-01 | 48.117569499732290 |
| 2005-05-01 | 47.565942383053000 |
| 2005-06-01 | 47.510179754480200 |
| 2005-07-01 | 47.929143217337206 |
| 2005-08-01 | 47.399732431037100 |
| 2005-09-01 | 47.822047127984200 |
| 2005-10-01 | 47.763908747715206 |
| 2005-11-01 | 47.727451103314600 |
| 2005-12-01 | 47.862433647201904 |
| 2006-01-01 | 47.201216982820100 |
| 2006-02-01 | 47.170721040482206 |
| 2006-03-01 | 47.094931944384000 |
| 2006-04-01 | 46.828754554777404 |
| 2006-05-01 | 46.913885422232504 |
| 2006-06-01 | 46.788906317715600 |
| 2006-07-01 | 46.580114185970200 |
| 2006-08-01 | 46.435284861555100 |
| 2006-09-01 | 46.681419619581604 |
| 2006-10-01 | 46.605195419698894 |
| 2006-11-01 | 46.748941445237705 |
| 2006-12-01 | 46.751579039043100 |
| 2007-01-01 | 46.822191590608796 |
| 2007-02-01 | 47.012714463461600 |
| 2007-03-01 | 46.967405962352900 |
| 2007-04-01 | 47.161785761201600 |
| 2007-05-01 | 47.102528717772500 |
| 2007-06-01 | 47.280342613033000 |
| 2007-07-01 | 48.225055696863000 |
| 2007-08-01 | 49.644362617438496 |
| 2007-09-01 | 49.285663975618704 |
| 2007-10-01 | 48.774180284066600 |
| 2007-11-01 | 49.009099381874600 |
| 2007-12-01 | 49.283421985644800 |
| 2008-01-01 | 49.126575038702500 |
| 2008-02-01 | 49.032980636575900 |
| 2008-03-01 | 48.898630817463290 |
| 2008-04-01 | 48.906915673854100 |
| 2008-05-01 | 48.975466751624495 |
| 2008-06-01 | 48.739247354241900 |
| 2008-07-01 | 48.663158395338110 |
| 2008-08-01 | 48.672415993954296 |
| 2008-09-01 | 48.323645901864990 |
| 2008-10-01 | 48.196305323572500 |
| 2008-11-01 | 48.268235737694900 |
| 2008-12-01 | 47.235274119416500 |
| 2009-01-01 | 46.797424792414700 |
| 2009-02-01 | 46.624077671653296 |
| 2009-03-01 | 46.674570754668100 |
| 2009-04-01 | 47.048972044523104 |
| 2009-05-01 | 46.447217848427110 |
| 2009-06-01 | 46.593670343470200 |
| 2009-07-01 | 45.826294813726900 |
| 2009-08-01 | 45.765355310134105 |
| 2009-09-01 | 45.551427982280800 |
| 2009-10-01 | 45.840108206133095 |
| 2009-11-01 | 45.935338415155900 |
| 2009-12-01 | 46.025471608552500 |
| 2010-01-01 | 46.022297718282296 |
| 2010-02-01 | 46.052950873537206 |
| 2010-03-01 | 45.879953389448100 |
| 2010-04-01 | 46.377838917932200 |
| 2010-05-01 | 46.452487037768900 |
| 2010-06-01 | 46.680644910815495 |
| 2010-07-01 | 46.812249221415210 |
| 2010-08-01 | 46.528084217530500 |
| 2010-09-01 | 46.267939014587710 |
| 2010-10-01 | 46.196194693380300 |
| 2010-11-01 | 46.003122674214296 |
| 2010-12-01 | 46.212805619183210 |
| 2011-01-01 | 46.105055728104600 |
| 2011-02-01 | 46.235775172672700 |
| 2011-03-01 | 46.259119096116100 |
| 2011-04-01 | 46.011855121649400 |
| 2011-05-01 | 45.951582714260700 |
| 2011-06-01 | 45.895146256440000 |
| 2011-07-01 | 46.115379338227210 |
| 2011-08-01 | 46.621269257288700 |
| 2011-09-01 | 46.282722876924890 |
| 2011-10-01 | 46.282037135157296 |
| 2011-11-01 | 46.384381399262500 |
| 2011-12-01 | 46.208987804343900 |
| 2012-01-01 | 46.249062823805000 |
| 2012-02-01 | 45.975497594365800 |
| 2012-03-01 | 46.306866451729604 |
| 2012-04-01 | 46.432274238225794 |
| 2012-05-01 | 46.353236916267390 |
| 2012-06-01 | 46.449173864388400 |
| 2012-07-01 | 46.236937879249400 |
| 2012-08-01 | 46.219282339808500 |
| 2012-09-01 | 46.606799203361900 |
| 2012-10-01 | 46.280939155332405 |
| 2012-11-01 | 46.467220766733000 |
| 2012-12-01 | 46.416094224596700 |
| 2013-01-01 | 46.060943343472300 |
| 2013-02-01 | 46.020980993372500 |
| 2013-03-01 | 45.857189078735600 |
| 2013-04-01 | 45.511877888968110 |
| 2013-05-01 | 45.419972841789395 |
| 2013-06-01 | 45.720307920918400 |
| 2013-07-01 | 45.693863888244100 |
| 2013-08-01 | 45.722713236554900 |
| 2013-09-01 | 45.959599005342290 |
| 2013-10-01 | 46.078518198977605 |
| 2013-11-01 | 45.723640241020796 |
| 2013-12-01 | 45.825418194995500 |
| 2014-01-01 | 46.088330870970710 |
| 2014-02-01 | 46.173121493462400 |
| 2014-03-01 | 46.084910602869300 |
| 2014-04-01 | 46.073116967724000 |
| 2014-05-01 | 46.281976229430704 |
| 2014-06-01 | 45.973084254937500 |
| 2014-07-01 | 46.287235178104105 |
| 2014-08-01 | 46.428036546678200 |
| 2014-09-01 | 46.065130995279500 |
| 2014-10-01 | 46.044667073998795 |
| 2014-11-01 | 45.949934397765205 |
| 2014-12-01 | 46.311788946237705 |
| 2015-01-01 | 46.747439667107400 |
| 2015-02-01 | 46.541546494121100 |
| 2015-03-01 | 46.514462225427295 |
| 2015-04-01 | 46.718435475813600 |
| 2015-05-01 | 46.740917425008895 |
| 2015-06-01 | 46.706123380775296 |
| 2015-07-01 | 46.808540421914700 |
| 2015-08-01 | 46.527353816796210 |
| 2015-09-01 | 46.607374781221710 |
| 2015-10-01 | 46.386777172554105 |
| 2015-11-01 | 46.568623578817200 |
| 2015-12-01 | 46.557082365523300 |
| 2016-01-01 | 46.830740479312200 |
| 2016-02-01 | 46.615543786877396 |
| 2016-03-01 | 46.725902677947800 |
| 2016-04-01 | 47.172706977038400 |
| 2016-05-01 | 47.317850475267896 |
| 2016-06-01 | 46.634229166187296 |
| 2016-07-01 | 46.857975209072706 |
| 2016-08-01 | 46.944370776813000 |
| 2016-09-01 | 47.273453060830500 |
| 2016-10-01 | 47.293347479493800 |
| 2016-11-01 | 47.455784479642496 |
| 2016-12-01 | 47.248226709588500 |
| 2017-01-01 | 47.413056991056300 |
| 2017-02-01 | 47.591299746718210 |
| 2017-03-01 | 47.758934614623800 |
| 2017-04-01 | 47.028504243733394 |
| 2017-05-01 | 47.431432445463100 |
| 2017-06-01 | 47.597067371197700 |
| 2017-07-01 | 47.427685495638400 |
| 2017-08-01 | 47.570874966599900 |
| 2017-09-01 | 47.214111669534000 |
| 2017-10-01 | 47.264322969119900 |
| 2017-11-01 | 47.316312176712210 |
| 2017-12-01 | 47.209524703534700 |
| 2018-01-01 | 46.696674268770500 |
| 2018-02-01 | 46.846913424204395 |
| 2018-03-01 | 46.913953108667094 |
| 2018-04-01 | 46.819454287616610 |
| 2018-05-01 | 46.881525016490300 |
| 2018-06-01 | 47.188124850415000 |
| 2018-07-01 | 46.873192946585600 |
| 2018-08-01 | 46.902995599195700 |
| 2018-09-01 | 46.942656625417100 |
| 2018-10-01 | 46.920838871387300 |
| 2018-11-01 | 46.571469201950705 |
| 2018-12-01 | 46.739495661183206 |
| 2019-01-01 | 46.960244165810610 |
| 2019-02-01 | 46.879827876499500 |
| 2019-03-01 | 47.322389636308200 |
| 2019-04-01 | 47.317709726171600 |
| 2019-05-01 | 47.655111482802700 |
| 2019-06-01 | 47.528631863643795 |
| 2019-07-01 | 47.394498409424600 |
| 2019-08-01 | 46.911510197910900 |
| 2019-09-01 | 47.409014451369710 |
| 2019-10-01 | 47.804412568135300 |
| 2019-11-01 | 47.940377471552000 |
| 2019-12-01 | 48.191923467227795 |
| 2020-01-01 | 48.203005906019900 |
| 2020-02-01 | 48.099406775102395 |
| 2020-03-01 | 47.845310105519600 |
| 2020-04-01 | 38.923147428135900 |
| 2020-05-01 | 38.125149687630100 |
| 2020-06-01 | 40.683539293991600 |
| 2020-07-01 | 42.887938333532100 |
| 2020-08-01 | 43.621737361962990 |
| 2020-09-01 | 44.647745193862290 |
| 2020-10-01 | 43.945495710756400 |
| 2020-11-01 | 44.131941829247396 |
| 2020-12-01 | 43.025355059071295 |
| 2021-01-01 | 43.214049427618100 |
| 2021-02-01 | 44.203097293122400 |
| 2021-03-01 | 44.376526511190400 |
| 2021-04-01 | 44.527543203555794 |
| 2021-05-01 | 44.796167969410604 |
| 2021-06-01 | 44.969953857179206 |
| 2021-07-01 | 45.293765308186210 |
| 2021-08-01 | 45.133331045823404 |
| 2021-09-01 | 45.312763003175604 |
| 2021-10-01 | 45.699061755995295 |
| 2021-11-01 | 45.828858345066200 |
| 2021-12-01 | 45.995753431264800 |
| 2022-01-01 | 46.149105444645606 |
| 2022-02-01 | 46.211394122093104 |
| 2022-03-01 | 46.172945393033800 |
| 2022-04-01 | 46.651551754473196 |
| 2022-05-01 | 46.637146544957800 |
| 2022-06-01 | 46.828408264766900 |
| 2022-07-01 | 46.910455846901506 |
| 2022-08-01 | 47.260343191171100 |
| 2022-09-01 | 47.273319681534296 |
| 2022-10-01 | 47.055380940663500 |
| 2022-11-01 | 47.340644909963700 |
| 2022-12-01 | 47.151270971536796 |
| 2023-01-01 | 47.298882039999290 |
| 2023-02-01 | 47.540711620737000 |
| 2023-03-01 | 47.664771460441100 |
| 2023-04-01 | 47.074194113654900 |
| 2023-05-01 | 47.757494260616895 |
| 2023-06-01 | 48.165890996811290 |
| 2023-07-01 | 48.353338923799200 |
| 2023-08-01 | 48.484520335165210 |
| 2023-09-01 | 48.406961219444000 |
| 2023-10-01 | 48.395341038257100 |
| 2023-11-01 | 48.456363927901000 |
| 2023-12-01 | 49.038448247213400 |
| 2024-01-01 | 49.073772936144800 |
| 2024-02-01 | 49.003261316944700 |
| 2024-03-01 | 48.934998219124700 |
| 2024-04-01 | 48.695239687909700 |
| 2024-05-01 | 48.752638861377704 |
| 2024-06-01 | 48.373980523073705 |
| 2024-07-01 | 47.892875433061000 |
| 2024-08-01 | 48.010360244616790 |
| 2024-09-01 | 48.674361739521800 |
| 2024-10-01 | 48.722259212379800 |
