Table Data - All Employees: Private Service Providing in Grand Forks, ND-MN (MSA)
| Title | All Employees: Private Service Providing in Grand Forks, ND-MN (MSA) |
|---|---|
| Series ID | SMU38242200800000001SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 10:02 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 | 25.4641427572019 |
| 1990-02-01 | 25.5143604401087 |
| 1990-03-01 | 25.5771703094971 |
| 1990-04-01 | 25.4317772756605 |
| 1990-05-01 | 25.5261419106972 |
| 1990-06-01 | 25.5263934495174 |
| 1990-07-01 | 25.6624399927725 |
| 1990-08-01 | 25.7506381913001 |
| 1990-09-01 | 25.9544589148956 |
| 1990-10-01 | 25.9464747569322 |
| 1990-11-01 | 25.9181913615205 |
| 1990-12-01 | 25.9193631155722 |
| 1991-01-01 | 25.9722619113282 |
| 1991-02-01 | 26.2389391810634 |
| 1991-03-01 | 26.0783895823708 |
| 1991-04-01 | 26.2299740969296 |
| 1991-05-01 | 26.0996067590647 |
| 1991-06-01 | 26.1114929832796 |
| 1991-07-01 | 26.1507124999875 |
| 1991-08-01 | 26.5513066940142 |
| 1991-09-01 | 26.5712479631090 |
| 1991-10-01 | 26.7615975609120 |
| 1991-11-01 | 26.7163253221697 |
| 1991-12-01 | 26.7183962928898 |
| 1992-01-01 | 26.9740345419099 |
| 1992-02-01 | 26.9756771403208 |
| 1992-03-01 | 26.9781105110433 |
| 1992-04-01 | 27.0336442481624 |
| 1992-05-01 | 27.0516339299094 |
| 1992-06-01 | 27.3798883658805 |
| 1992-07-01 | 27.3317040131935 |
| 1992-08-01 | 27.2668166129089 |
| 1992-09-01 | 27.4054935019631 |
| 1992-10-01 | 27.3899458799744 |
| 1992-11-01 | 27.5031238657779 |
| 1992-12-01 | 27.7156866785225 |
| 1993-01-01 | 27.6731725241155 |
| 1993-02-01 | 27.7067397441716 |
| 1993-03-01 | 27.7656844516510 |
| 1993-04-01 | 27.9533308296486 |
| 1993-05-01 | 28.2007869811303 |
| 1993-06-01 | 27.9475153156489 |
| 1993-07-01 | 28.0121180646481 |
| 1993-08-01 | 27.9909916194937 |
| 1993-09-01 | 27.9462179594047 |
| 1993-10-01 | 28.1284853790086 |
| 1993-11-01 | 28.5752653983008 |
| 1993-12-01 | 28.4021291308865 |
| 1994-01-01 | 28.3763093524243 |
| 1994-02-01 | 28.4193005480678 |
| 1994-03-01 | 28.6338068670460 |
| 1994-04-01 | 28.7751147006071 |
| 1994-05-01 | 28.9577976263012 |
| 1994-06-01 | 29.0502841531128 |
| 1994-07-01 | 29.1207249174266 |
| 1994-08-01 | 29.2218151896777 |
| 1994-09-01 | 29.1887715122798 |
| 1994-10-01 | 29.1482038136637 |
| 1994-11-01 | 29.1132746883843 |
| 1994-12-01 | 28.9902632795398 |
| 1995-01-01 | 29.4835108898684 |
| 1995-02-01 | 29.4032124822819 |
| 1995-03-01 | 29.5868250553431 |
| 1995-04-01 | 29.5942066867046 |
| 1995-05-01 | 29.9400305847086 |
| 1995-06-01 | 30.0928834966883 |
| 1995-07-01 | 30.1623606876814 |
| 1995-08-01 | 30.0453511344197 |
| 1995-09-01 | 30.3168203235541 |
| 1995-10-01 | 30.3569430603062 |
| 1995-11-01 | 30.4391157253763 |
| 1995-12-01 | 30.2826908554425 |
| 1996-01-01 | 30.5739979025970 |
| 1996-02-01 | 30.7714441518709 |
| 1996-03-01 | 30.7242410001889 |
| 1996-04-01 | 30.7900186377518 |
| 1996-05-01 | 30.5520118201801 |
| 1996-06-01 | 30.8744619079136 |
| 1996-07-01 | 30.8471025021613 |
| 1996-08-01 | 30.7722021612142 |
| 1996-09-01 | 30.5175746532975 |
| 1996-10-01 | 30.4463635903527 |
| 1996-11-01 | 30.3630728385872 |
| 1996-12-01 | 30.2741740811944 |
| 1997-01-01 | 29.9725447128049 |
| 1997-02-01 | 29.9157167222099 |
| 1997-03-01 | 29.8610727501819 |
| 1997-04-01 | 29.6727484093246 |
| 1997-05-01 | 26.5709320857963 |
| 1997-06-01 | 28.3573477871496 |
| 1997-07-01 | 28.5525475279229 |
| 1997-08-01 | 28.8068752800146 |
| 1997-09-01 | 29.0124002802743 |
| 1997-10-01 | 29.4376358085087 |
| 1997-11-01 | 29.5052571784556 |
| 1997-12-01 | 29.4562034956004 |
| 1998-01-01 | 29.5671250401337 |
| 1998-02-01 | 29.6578229926498 |
| 1998-03-01 | 29.5884970610965 |
| 1998-04-01 | 29.7423603424728 |
| 1998-05-01 | 29.6712501591664 |
| 1998-06-01 | 29.6402977467633 |
| 1998-07-01 | 29.6874069692169 |
| 1998-08-01 | 29.6646464241498 |
| 1998-09-01 | 29.5066473083410 |
| 1998-10-01 | 29.3075510353288 |
| 1998-11-01 | 29.6593217574959 |
| 1998-12-01 | 29.5279353594824 |
| 1999-01-01 | 29.7564554224345 |
| 1999-02-01 | 29.4003790685473 |
| 1999-03-01 | 29.6446410959128 |
| 1999-04-01 | 29.7033181480702 |
| 1999-05-01 | 29.4644309546171 |
| 1999-06-01 | 29.6046000429263 |
| 1999-07-01 | 29.7177021440561 |
| 1999-08-01 | 29.8259706408213 |
| 1999-09-01 | 30.0121098885969 |
| 1999-10-01 | 29.6695910896732 |
| 1999-11-01 | 29.6201448259721 |
| 1999-12-01 | 29.8054685220406 |
| 2000-01-01 | 29.4180842427424 |
| 2000-02-01 | 29.7634563543718 |
| 2000-03-01 | 29.7131667581457 |
| 2000-04-01 | 29.5631156080917 |
| 2000-05-01 | 29.8644453330563 |
| 2000-06-01 | 29.8725478947532 |
| 2000-07-01 | 29.8486438570875 |
| 2000-08-01 | 29.7819629440644 |
| 2000-09-01 | 29.9119559872067 |
| 2000-10-01 | 29.9024282676457 |
| 2000-11-01 | 29.5752306983937 |
| 2000-12-01 | 29.7794565821957 |
| 2001-01-01 | 30.1864367042104 |
| 2001-02-01 | 31.0215427262991 |
| 2001-03-01 | 30.9178124316545 |
| 2001-04-01 | 30.4443130152699 |
| 2001-05-01 | 30.6883225806600 |
| 2001-06-01 | 30.4299408586740 |
| 2001-07-01 | 30.1482806532642 |
| 2001-08-01 | 30.1098515003628 |
| 2001-09-01 | 30.1225426902059 |
| 2001-10-01 | 30.8233136124056 |
| 2001-11-01 | 30.2180466248644 |
| 2001-12-01 | 30.3577295601023 |
| 2002-01-01 | 30.4506352752504 |
| 2002-02-01 | 30.3095098883862 |
| 2002-03-01 | 30.1312294330006 |
| 2002-04-01 | 30.5344714168683 |
| 2002-05-01 | 30.4281949877611 |
| 2002-06-01 | 30.7012219226988 |
| 2002-07-01 | 30.8249842628657 |
| 2002-08-01 | 30.8152763648332 |
| 2002-09-01 | 30.9070797981235 |
| 2002-10-01 | 30.9330052621786 |
| 2002-11-01 | 31.0651740990451 |
| 2002-12-01 | 30.9419120782234 |
| 2003-01-01 | 30.9326559768503 |
| 2003-02-01 | 30.9089672910129 |
| 2003-03-01 | 30.9583887739273 |
| 2003-04-01 | 31.0368106073831 |
| 2003-05-01 | 30.9869416931431 |
| 2003-06-01 | 30.8525206171308 |
| 2003-07-01 | 30.8624770618612 |
| 2003-08-01 | 31.3116998312155 |
| 2003-09-01 | 31.2605161876086 |
| 2003-10-01 | 31.5608395401533 |
| 2003-11-01 | 31.6281776276096 |
| 2003-12-01 | 31.5440836134368 |
| 2004-01-01 | 31.6290950870990 |
| 2004-02-01 | 31.7272340343943 |
| 2004-03-01 | 31.5657911886379 |
| 2004-04-01 | 31.3497998433590 |
| 2004-05-01 | 31.5412270597882 |
| 2004-06-01 | 31.6868017287109 |
| 2004-07-01 | 31.6707804419115 |
| 2004-08-01 | 31.7975110533427 |
| 2004-09-01 | 31.5937532590273 |
| 2004-10-01 | 31.8289856984639 |
| 2004-11-01 | 31.9355932444678 |
| 2004-12-01 | 32.0365872396945 |
| 2005-01-01 | 32.1378037996445 |
| 2005-02-01 | 31.9349844365825 |
| 2005-03-01 | 31.8539372638168 |
| 2005-04-01 | 32.3761060879544 |
| 2005-05-01 | 32.3810436532935 |
| 2005-06-01 | 32.3991658841338 |
| 2005-07-01 | 32.6719096205927 |
| 2005-08-01 | 32.5844239494939 |
| 2005-09-01 | 32.8312380538933 |
| 2005-10-01 | 32.6349356785187 |
| 2005-11-01 | 32.5503991357000 |
| 2005-12-01 | 32.5247124181162 |
| 2006-01-01 | 32.4367660543330 |
| 2006-02-01 | 32.7499867066834 |
| 2006-03-01 | 32.8367535147163 |
| 2006-04-01 | 32.8078023557562 |
| 2006-05-01 | 33.1899651306755 |
| 2006-06-01 | 32.9083698687703 |
| 2006-07-01 | 32.7673094188456 |
| 2006-08-01 | 32.7764004508807 |
| 2006-09-01 | 33.1827265674522 |
| 2006-10-01 | 33.1658679683294 |
| 2006-11-01 | 32.9622888677467 |
| 2006-12-01 | 32.9065414832359 |
| 2007-01-01 | 32.9280349515078 |
| 2007-02-01 | 33.1646179623274 |
| 2007-03-01 | 33.1249906422175 |
| 2007-04-01 | 33.0236005776806 |
| 2007-05-01 | 33.1860781647187 |
| 2007-06-01 | 33.5257272249039 |
| 2007-07-01 | 33.4828037868273 |
| 2007-08-01 | 33.2700943500265 |
| 2007-09-01 | 33.0543934728463 |
| 2007-10-01 | 32.9895792823593 |
| 2007-11-01 | 33.0332294236914 |
| 2007-12-01 | 33.4968007723236 |
| 2008-01-01 | 33.6111980704089 |
| 2008-02-01 | 33.3763669346998 |
| 2008-03-01 | 33.5384305707961 |
| 2008-04-01 | 33.5440015653198 |
| 2008-05-01 | 33.2761366482791 |
| 2008-06-01 | 33.1534874230929 |
| 2008-07-01 | 33.1911795437942 |
| 2008-08-01 | 33.4522079197642 |
| 2008-09-01 | 33.4526960812603 |
| 2008-10-01 | 33.4017991287909 |
| 2008-11-01 | 33.5928630929295 |
| 2008-12-01 | 33.4884807638115 |
| 2009-01-01 | 33.3846159314960 |
| 2009-02-01 | 33.2856020071909 |
| 2009-03-01 | 33.1663851590352 |
| 2009-04-01 | 33.0421895230306 |
| 2009-05-01 | 33.1711218726844 |
| 2009-06-01 | 33.5002730378505 |
| 2009-07-01 | 33.2153372375690 |
| 2009-08-01 | 33.1278055971011 |
| 2009-09-01 | 33.1752923161198 |
| 2009-10-01 | 33.0827912305630 |
| 2009-11-01 | 33.1377522455748 |
| 2009-12-01 | 33.0852020320401 |
| 2010-01-01 | 33.0539186383414 |
| 2010-02-01 | 33.1780613404564 |
| 2010-03-01 | 33.4206232615485 |
| 2010-04-01 | 33.5470398785903 |
| 2010-05-01 | 33.7689217824381 |
| 2010-06-01 | 33.6305156987050 |
| 2010-07-01 | 33.6251750814856 |
| 2010-08-01 | 33.7165456671028 |
| 2010-09-01 | 33.4059803821449 |
| 2010-10-01 | 34.1562671946888 |
| 2010-11-01 | 33.9000619680518 |
| 2010-12-01 | 33.7940931481250 |
| 2011-01-01 | 33.9406473820964 |
| 2011-02-01 | 33.9475526091890 |
| 2011-03-01 | 33.9513713908928 |
| 2011-04-01 | 34.0445175222359 |
| 2011-05-01 | 34.1648170236834 |
| 2011-06-01 | 34.2358782292435 |
| 2011-07-01 | 34.4490240060528 |
| 2011-08-01 | 34.5182403429109 |
| 2011-09-01 | 34.7507761362513 |
| 2011-10-01 | 34.7343951574301 |
| 2011-11-01 | 34.6855043184272 |
| 2011-12-01 | 35.0111552019729 |
| 2012-01-01 | 34.7301464053401 |
| 2012-02-01 | 34.5865938892611 |
| 2012-03-01 | 34.7653950293761 |
| 2012-04-01 | 34.9483327233367 |
| 2012-05-01 | 34.8529176137656 |
| 2012-06-01 | 34.8157089676656 |
| 2012-07-01 | 35.0587883635801 |
| 2012-08-01 | 35.1308293999790 |
| 2012-09-01 | 35.1093207998873 |
| 2012-10-01 | 35.3528559437217 |
| 2012-11-01 | 35.2117260609264 |
| 2012-12-01 | 35.3128198951249 |
| 2013-01-01 | 35.3079747558726 |
| 2013-02-01 | 35.3302944342449 |
| 2013-03-01 | 35.0395287805374 |
| 2013-04-01 | 34.9370324580623 |
| 2013-05-01 | 35.0333805719441 |
| 2013-06-01 | 35.0999351009794 |
| 2013-07-01 | 34.9760063287072 |
| 2013-08-01 | 35.0413459208856 |
| 2013-09-01 | 35.0664392387195 |
| 2013-10-01 | 35.4914718342351 |
| 2013-11-01 | 35.4622329744147 |
| 2013-12-01 | 35.3176693061469 |
| 2014-01-01 | 35.3710846016351 |
| 2014-02-01 | 35.4745560065576 |
| 2014-03-01 | 35.4922137736461 |
| 2014-04-01 | 35.3365893904700 |
| 2014-05-01 | 35.4115140826283 |
| 2014-06-01 | 35.6799093708260 |
| 2014-07-01 | 35.5925758966381 |
| 2014-08-01 | 35.6592757265052 |
| 2014-09-01 | 35.5994448438921 |
| 2014-10-01 | 35.5286436411767 |
| 2014-11-01 | 35.6214139178365 |
| 2014-12-01 | 35.6364944842386 |
| 2015-01-01 | 35.5374753165518 |
| 2015-02-01 | 35.6356827267102 |
| 2015-03-01 | 35.6238545660001 |
| 2015-04-01 | 35.8485493952137 |
| 2015-05-01 | 35.6986204036435 |
| 2015-06-01 | 35.3686371725548 |
| 2015-07-01 | 35.3879593503270 |
| 2015-08-01 | 35.2722814478184 |
| 2015-09-01 | 35.2092863564911 |
| 2015-10-01 | 35.1589831930066 |
| 2015-11-01 | 35.2722032304838 |
| 2015-12-01 | 35.4664503866155 |
| 2016-01-01 | 35.4084989622172 |
| 2016-02-01 | 35.1188629724943 |
| 2016-03-01 | 35.4641254730780 |
| 2016-04-01 | 35.8620773842211 |
| 2016-05-01 | 35.6051138963058 |
| 2016-06-01 | 35.1709410146841 |
| 2016-07-01 | 35.3667166824531 |
| 2016-08-01 | 35.3666311407745 |
| 2016-09-01 | 35.6949069358399 |
| 2016-10-01 | 35.2668930318154 |
| 2016-11-01 | 35.1108643695061 |
| 2016-12-01 | 34.9121209326946 |
| 2017-01-01 | 35.2905615644368 |
| 2017-02-01 | 35.1154208325585 |
| 2017-03-01 | 35.2257553742306 |
| 2017-04-01 | 35.0801270493981 |
| 2017-05-01 | 35.0325898670052 |
| 2017-06-01 | 35.1914344308877 |
| 2017-07-01 | 35.0181153232954 |
| 2017-08-01 | 35.1300159302083 |
| 2017-09-01 | 35.2639157887600 |
| 2017-10-01 | 35.3532105150622 |
| 2017-11-01 | 35.1440508444365 |
| 2017-12-01 | 35.1728525358576 |
| 2018-01-01 | 35.1975846815377 |
| 2018-02-01 | 35.2221964518956 |
| 2018-03-01 | 35.1034921101193 |
| 2018-04-01 | 34.9878530726315 |
| 2018-05-01 | 34.9722220309464 |
| 2018-06-01 | 34.8002706544980 |
| 2018-07-01 | 34.9739235557742 |
| 2018-08-01 | 34.5723475447625 |
| 2018-09-01 | 34.6337783443126 |
| 2018-10-01 | 34.5297151520083 |
| 2018-11-01 | 34.7709593291027 |
| 2018-12-01 | 34.6420002332165 |
| 2019-01-01 | 34.4260367891540 |
| 2019-02-01 | 34.1200806857169 |
| 2019-03-01 | 34.2844050726984 |
| 2019-04-01 | 34.1952254462606 |
| 2019-05-01 | 34.1143270726407 |
| 2019-06-01 | 34.2022033970295 |
| 2019-07-01 | 34.0202472582404 |
| 2019-08-01 | 34.1211202326711 |
| 2019-09-01 | 33.9123057428450 |
| 2019-10-01 | 33.9170333992842 |
| 2019-11-01 | 33.8892491014910 |
| 2019-12-01 | 33.6926216328997 |
| 2020-01-01 | 33.8662154234637 |
| 2020-02-01 | 33.8276475083351 |
| 2020-03-01 | 33.6598211619889 |
| 2020-04-01 | 28.6958503484976 |
| 2020-05-01 | 30.1433642472264 |
| 2020-06-01 | 31.2876101132766 |
| 2020-07-01 | 31.5861838621807 |
| 2020-08-01 | 31.8763399626224 |
| 2020-09-01 | 31.7161203673538 |
| 2020-10-01 | 32.2145185022007 |
| 2020-11-01 | 31.4169095058095 |
| 2020-12-01 | 31.4152155765840 |
| 2021-01-01 | 31.5910215995654 |
| 2021-02-01 | 31.8211497173783 |
| 2021-03-01 | 32.0335299308263 |
| 2021-04-01 | 32.2939123566858 |
| 2021-05-01 | 32.3660230416338 |
| 2021-06-01 | 32.3895178855649 |
| 2021-07-01 | 32.3723943356990 |
| 2021-08-01 | 32.4566622419110 |
| 2021-09-01 | 32.8144257293794 |
| 2021-10-01 | 32.4092573154272 |
| 2021-11-01 | 32.4398305563658 |
| 2021-12-01 | 32.5084367092254 |
| 2022-01-01 | 32.6070256665091 |
| 2022-02-01 | 32.7122518925916 |
| 2022-03-01 | 32.8100685073241 |
| 2022-04-01 | 32.8074952681761 |
| 2022-05-01 | 32.7756774787657 |
| 2022-06-01 | 32.9888081072270 |
| 2022-07-01 | 32.9816517808533 |
| 2022-08-01 | 32.9592969238381 |
| 2022-09-01 | 33.1136342187067 |
| 2022-10-01 | 33.2939989400495 |
| 2022-11-01 | 33.8537572830405 |
| 2022-12-01 | 33.0928882464226 |
| 2023-01-01 | 33.5111604379757 |
| 2023-02-01 | 33.3922736198407 |
| 2023-03-01 | 33.4877868155347 |
| 2023-04-01 | 33.3263386672539 |
| 2023-05-01 | 33.4940691052118 |
| 2023-06-01 | 33.6009359751893 |
| 2023-07-01 | 33.5915116812005 |
| 2023-08-01 | 33.5871185454757 |
| 2023-09-01 | 33.4038133566189 |
| 2023-10-01 | 33.4734552549385 |
| 2023-11-01 | 33.3378055620832 |
| 2023-12-01 | 33.7726053916645 |
| 2024-01-01 | 34.1075917188141 |
| 2024-02-01 | 33.4863128035748 |
| 2024-03-01 | 33.8815959277048 |
| 2024-04-01 | 34.0582289003232 |
| 2024-05-01 | 33.9040767750291 |
| 2024-06-01 | 33.9063155451298 |
| 2024-07-01 | 33.9989417682117 |
| 2024-08-01 | 34.2033545744597 |
| 2024-09-01 | 34.3989586948332 |
| 2024-10-01 | 34.3554827641134 |
| 2024-11-01 | 34.4201391534226 |
| 2024-12-01 | 34.4648517327384 |
| 2025-01-01 | 34.3005800471209 |
| 2025-02-01 | 34.3825304099107 |
| 2025-03-01 | 34.0813578787407 |
| 2025-04-01 | 34.0691610424677 |
| 2025-05-01 | 34.3204007977971 |
| 2025-06-01 | 34.1242701178954 |
| 2025-07-01 | 34.2058781301763 |
| 2025-08-01 | 34.1095386229006 |
| 2025-09-01 | 34.1801712926156 |
| 2025-10-01 | 34.2387169323960 |
| 2025-11-01 | 34.2040138686410 |
| 2025-12-01 | 34.0655661652161 |
| 2026-01-01 | 34.2030171741102 |
| 2026-02-01 | 34.2845495852590 |
| 2026-03-01 | 34.4927646324210 |
| 2026-04-01 | 34.4759306010448 |
| 2026-05-01 | 34.4159874361879 |
| 2026-06-01 | 34.6346009055804 |