NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Other Services in Minneapolis-St. Paul-Bloomington, MN-WI (MSA) Series ID: MINN427SRVO 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 2024-03-01 Last Updated: 2024-04-20 6:09 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/MINN427SRVON). 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 57.869747675031010 1990-02-01 58.076343878731300 1990-03-01 57.983197153010600 1990-04-01 58.828888514147100 1990-05-01 58.888091387226000 1990-06-01 59.037444542283000 1990-07-01 59.025635538144210 1990-08-01 59.052478871072000 1990-09-01 58.717108187870500 1990-10-01 58.786280099094110 1990-11-01 58.993058136128700 1990-12-01 58.936608254481400 1991-01-01 60.187033995335796 1991-02-01 59.274916637627705 1991-03-01 59.270524921176396 1991-04-01 57.933733395635390 1991-05-01 58.261306129775290 1991-06-01 58.630423217934705 1991-07-01 58.558211512521800 1991-08-01 58.574056483966100 1991-09-01 57.893781374241100 1991-10-01 58.902445916060100 1991-11-01 58.573460106372000 1991-12-01 59.339756903297500 1992-01-01 58.715807043464700 1992-02-01 58.368401049216990 1992-03-01 58.715984242334606 1992-04-01 58.572270600297000 1992-05-01 59.019782268188294 1992-06-01 59.032262273337096 1992-07-01 59.597778602884800 1992-08-01 59.697574290786400 1992-09-01 59.641901805879500 1992-10-01 59.530369745941600 1992-11-01 59.671567631207400 1992-12-01 59.636042480136204 1993-01-01 59.946754305219300 1993-02-01 60.277224909130400 1993-03-01 60.158217386067705 1993-04-01 60.911227709236606 1993-05-01 60.856813500681000 1993-06-01 60.861415234317600 1993-07-01 60.619748544612800 1993-08-01 60.500341948826200 1993-09-01 60.271111746104204 1993-10-01 61.591204098611705 1993-11-01 61.363576169427990 1993-12-01 61.750459552654000 1994-01-01 61.488421766971800 1994-02-01 61.472535756411800 1994-03-01 61.608834263685104 1994-04-01 61.317540442181700 1994-05-01 61.480953841045600 1994-06-01 61.717670550068290 1994-07-01 61.550758609762795 1994-08-01 61.925765827853404 1994-09-01 62.118312495071110 1994-10-01 62.001333095797500 1994-11-01 62.462643023694500 1994-12-01 62.033174501344796 1995-01-01 62.228021422027800 1995-02-01 62.380664778413700 1995-03-01 62.498701572383300 1995-04-01 62.285537542990205 1995-05-01 62.632524549959090 1995-06-01 62.804563936767300 1995-07-01 62.855421747784206 1995-08-01 63.033525713375000 1995-09-01 63.006920080378290 1995-10-01 62.983669143347704 1995-11-01 63.140345756204205 1995-12-01 63.911832039742300 1996-01-01 64.856847166182700 1996-02-01 65.088588604237600 1996-03-01 65.604213008706510 1996-04-01 66.139835658583100 1996-05-01 66.412408791550400 1996-06-01 65.982936327971100 1996-07-01 67.159913961109400 1996-08-01 67.275640873894500 1996-09-01 67.555102190789900 1996-10-01 67.195260328997490 1996-11-01 67.425330384430300 1996-12-01 68.239421506381800 1997-01-01 66.569721472573900 1997-02-01 66.699089788419900 1997-03-01 67.321444137894400 1997-04-01 67.088564644669500 1997-05-01 67.444692769114600 1997-06-01 67.169983317508000 1997-07-01 67.445300624433200 1997-08-01 67.820866735419700 1997-09-01 68.144977911885500 1997-10-01 68.578038775447100 1997-11-01 68.578519471096600 1997-12-01 68.562521976845290 1998-01-01 68.762647060267900 1998-02-01 69.012122054589700 1998-03-01 68.940931265085110 1998-04-01 69.576957627027600 1998-05-01 69.364464478391600 1998-06-01 69.515261696759910 1998-07-01 69.976017016887100 1998-08-01 70.005839262027300 1998-09-01 69.959499482510800 1998-10-01 70.112450964810800 1998-11-01 70.090799444198400 1998-12-01 70.472883144742100 1999-01-01 70.548663141366090 1999-02-01 70.530516149491920 1999-03-01 70.793888948744710 1999-04-01 71.299861551569500 1999-05-01 71.618260796039700 1999-06-01 71.950924318807200 1999-07-01 71.772951357084100 1999-08-01 71.716332667580400 1999-09-01 71.249646414444700 1999-10-01 72.298704628239210 1999-11-01 72.482516442551910 1999-12-01 72.821078936380400 2000-01-01 72.626196872654700 2000-02-01 73.284660128557500 2000-03-01 73.367399899684910 2000-04-01 72.983636240290300 2000-05-01 72.641096256836590 2000-06-01 72.831813063096800 2000-07-01 73.046831396177100 2000-08-01 73.171392984399590 2000-09-01 72.878009091369590 2000-10-01 73.753995069486500 2000-11-01 73.786354870001790 2000-12-01 73.997024692683200 2001-01-01 74.731681933069100 2001-02-01 74.583058384643100 2001-03-01 74.982384075231300 2001-04-01 74.323405133914900 2001-05-01 74.771227695106790 2001-06-01 74.713966671083300 2001-07-01 74.170261571413400 2001-08-01 74.222832976597800 2001-09-01 73.645098977192500 2001-10-01 75.064235962090590 2001-11-01 77.143801567443590 2001-12-01 75.714759265998000 2002-01-01 74.872864455883800 2002-02-01 74.849637634506100 2002-03-01 74.385592888589580 2002-04-01 74.832966258048200 2002-05-01 74.941866468718300 2002-06-01 74.875010606163800 2002-07-01 75.513883146591800 2002-08-01 75.566738606853700 2002-09-01 75.254207810356000 2002-10-01 74.971284902475300 2002-11-01 75.217878847270200 2002-12-01 75.141775678269300 2003-01-01 75.385888871922700 2003-02-01 75.469461562516300 2003-03-01 75.305644601386500 2003-04-01 74.867487026346800 2003-05-01 75.292327434101500 2003-06-01 75.416832808592800 2003-07-01 77.830258211554100 2003-08-01 77.594072524691410 2003-09-01 77.586683128293700 2003-10-01 77.102655940191100 2003-11-01 77.337377818186100 2003-12-01 77.153195968935700 2004-01-01 77.134714925298300 2004-02-01 76.792308047582510 2004-03-01 76.657380344401400 2004-04-01 77.113862686103300 2004-05-01 76.705388161702800 2004-06-01 76.718090181526700 2004-07-01 76.538386821375910 2004-08-01 76.793003223685090 2004-09-01 76.566707266025400 2004-10-01 76.663069007762590 2004-11-01 76.257323696359700 2004-12-01 76.565240127185090 2005-01-01 76.680293441935900 2005-02-01 76.757907996983500 2005-03-01 76.038342728483100 2005-04-01 77.359253569951700 2005-05-01 78.352150325750900 2005-06-01 76.809009073197100 2005-07-01 76.947900411942000 2005-08-01 77.098845478037700 2005-09-01 77.632724228382400 2005-10-01 77.314352358908010 2005-11-01 77.113331000191900 2005-12-01 77.606918506304210 2006-01-01 76.486427128079200 2006-02-01 76.525499643514700 2006-03-01 76.757051757153700 2006-04-01 76.840276365322200 2006-05-01 77.102648821942990 2006-06-01 77.302148959735700 2006-07-01 76.983546300660800 2006-08-01 76.953391707205100 2006-09-01 77.141570897188090 2006-10-01 77.338724084188910 2006-11-01 77.862405703740590 2006-12-01 77.698527148919100 2007-01-01 77.026989161629090 2007-02-01 76.903484645958700 2007-03-01 76.993785029708920 2007-04-01 76.445267953901790 2007-05-01 76.791889228011210 2007-06-01 76.507996414140900 2007-07-01 77.002268845044200 2007-08-01 76.687700971215900 2007-09-01 76.782810064491000 2007-10-01 76.644410543902800 2007-11-01 77.542234306498200 2007-12-01 77.728333681539400 2008-01-01 78.401672041933800 2008-02-01 79.497947055765000 2008-03-01 79.078190629941400 2008-04-01 78.979137822942900 2008-05-01 78.807217703965210 2008-06-01 79.036432359302710 2008-07-01 78.894924939928600 2008-08-01 79.218310474631010 2008-09-01 78.585734594229790 2008-10-01 78.271227046666100 2008-11-01 77.930636181146500 2008-12-01 77.695655296109900 2009-01-01 77.210213506265590 2009-02-01 77.165015346908500 2009-03-01 76.318687116728300 2009-04-01 77.003334603515900 2009-05-01 77.060973260450600 2009-06-01 76.565930916686500 2009-07-01 75.999302416076700 2009-08-01 75.535938686252490 2009-09-01 75.926955270166200 2009-10-01 76.386186501663700 2009-11-01 76.040108002004910 2009-12-01 75.958071843508400 2010-01-01 76.115080410085600 2010-02-01 76.149862583874410 2010-03-01 76.211112094101710 2010-04-01 76.010951449536300 2010-05-01 75.981334696289410 2010-06-01 75.806151999170000 2010-07-01 76.138820777627500 2010-08-01 76.077134898891700 2010-09-01 75.895487574777400 2010-10-01 76.414955163607500 2010-11-01 76.022544713197500 2010-12-01 76.084540512492910 2011-01-01 76.427591734660910 2011-02-01 76.591898153614790 2011-03-01 76.425636853710100 2011-04-01 76.736714010500900 2011-05-01 76.771646461497600 2011-06-01 76.444170009952590 2011-07-01 77.380037331359600 2011-08-01 77.548648681996400 2011-09-01 78.330884339382800 2011-10-01 77.442783784403090 2011-11-01 77.673757656642000 2011-12-01 77.756919290079800 2012-01-01 77.766539158344300 2012-02-01 77.803095035278500 2012-03-01 77.648499660535100 2012-04-01 77.560614428084100 2012-05-01 77.417065336497500 2012-06-01 77.794995010200500 2012-07-01 77.627978865453090 2012-08-01 77.433439089308410 2012-09-01 77.672015420618410 2012-10-01 77.494908612654200 2012-11-01 77.698876536165300 2012-12-01 77.680624959340210 2013-01-01 77.916695372028700 2013-02-01 78.049724141660400 2013-03-01 78.145442374982600 2013-04-01 77.367062175590090 2013-05-01 78.078025592071800 2013-06-01 77.855293779210700 2013-07-01 77.579935035646500 2013-08-01 77.729383347038000 2013-09-01 78.434286412261500 2013-10-01 77.327264523900700 2013-11-01 77.413649165294290 2013-12-01 77.495418533479500 2014-01-01 77.492024662239500 2014-02-01 77.502814227384920 2014-03-01 77.499126867701500 2014-04-01 77.759463946465500 2014-05-01 78.128965803238800 2014-06-01 78.223221729673400 2014-07-01 78.466436737414000 2014-08-01 78.421029100035000 2014-09-01 78.644881048141800 2014-10-01 78.542181512045100 2014-11-01 78.434466275890200 2014-12-01 78.205123376170900 2015-01-01 77.254208223557910 2015-02-01 77.701860213767400 2015-03-01 77.828548303574300 2015-04-01 77.987902292813400 2015-05-01 77.919162053050600 2015-06-01 77.711298255461800 2015-07-01 77.614905514297500 2015-08-01 77.721988360129910 2015-09-01 77.696872639473800 2015-10-01 78.022471137011900 2015-11-01 77.926025821472500 2015-12-01 78.434447691971290 2016-01-01 77.530890421844200 2016-02-01 78.169213118310000 2016-03-01 78.251587022936700 2016-04-01 78.618294921972100 2016-05-01 78.333877619454600 2016-06-01 77.907159086721100 2016-07-01 78.656189462456600 2016-08-01 78.703354341683590 2016-09-01 79.780021282617410 2016-10-01 78.924533179567700 2016-11-01 79.013464006553700 2016-12-01 79.038181875150300 2017-01-01 79.187555948358410 2017-02-01 79.175167165142300 2017-03-01 79.601577486192600 2017-04-01 78.985487368283400 2017-05-01 78.978136911075600 2017-06-01 78.826919544429800 2017-07-01 78.472478541460500 2017-08-01 78.509876097523700 2017-09-01 79.033150179785300 2017-10-01 77.929128363822600 2017-11-01 77.647436538521590 2017-12-01 77.646067872034700 2018-01-01 77.978100058993300 2018-02-01 77.989418619724600 2018-03-01 77.643933132409300 2018-04-01 77.246879165149410 2018-05-01 77.409196096263500 2018-06-01 77.567009133132420 2018-07-01 77.604895810966500 2018-08-01 77.384708302764210 2018-09-01 77.298877543011410 2018-10-01 77.539004760391000 2018-11-01 77.598199960387700 2018-12-01 77.239832859178490 2019-01-01 76.947966689714700 2019-02-01 77.085728782832790 2019-03-01 77.325408432967300 2019-04-01 77.802616381112600 2019-05-01 77.628026932039200 2019-06-01 77.832963796644700 2019-07-01 77.723388301722100 2019-08-01 77.775803614470300 2019-09-01 77.562944387604900 2019-10-01 77.418168744687990 2019-11-01 77.531197606872800 2019-12-01 77.955641868639590 2020-01-01 78.163505685433000 2020-02-01 78.116254611678100 2020-03-01 77.857759814940410 2020-04-01 51.112619757831300 2020-05-01 52.527706839200604 2020-06-01 62.482530657115600 2020-07-01 65.673481199506000 2020-08-01 66.664162637098700 2020-09-01 67.957109923185000 2020-10-01 69.127666301142500 2020-11-01 68.701014124179500 2020-12-01 65.852180073766290 2021-01-01 68.483724565762600 2021-02-01 68.999937959758300 2021-03-01 70.354828025313610 2021-04-01 69.713961491971400 2021-05-01 69.715079726245790 2021-06-01 69.049065542597700 2021-07-01 70.052946010498290 2021-08-01 70.390719180636710 2021-09-01 69.916089178753990 2021-10-01 70.441691612957410 2021-11-01 70.273760006990300 2021-12-01 70.567838278090200 2022-01-01 70.944163392305300 2022-02-01 70.894766146269900 2022-03-01 70.858499060038080 2022-04-01 71.806490352816910 2022-05-01 72.003917959216210 2022-06-01 71.387084442460900 2022-07-01 72.866090146433700 2022-08-01 73.103111832145600 2022-09-01 73.287635078073000 2022-10-01 73.877313727768400 2022-11-01 73.886573282682400 2022-12-01 74.078882771511910 2023-01-01 74.781545152423400 2023-02-01 75.072781159411400 2023-03-01 75.570399198463010 2023-04-01 75.202038633925600 2023-05-01 75.592522990849500 2023-06-01 76.020460697417290 2023-07-01 75.981140974564710 2023-08-01 76.127467075603190 2023-09-01 76.535729675217910 2023-10-01 76.591654075165210 2023-11-01 77.498253743019500 2023-12-01 77.803586025492490 2024-01-01 77.623946064300500 2024-02-01 78.800322848565400 2024-03-01 78.573343000093500