Table Data - All Employees: Education and Health Services: Private Educational Services in Minneapolis-St. Paul-Bloomington, MN-WI (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Minneapolis-St. Paul-Bloomington, MN-WI (MSA) |
|---|---|
| Series ID | SMU27334606561000001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:29 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 | 16.2955637832 |
| 1990-02-01 | 16.3680794715 |
| 1990-03-01 | 16.5573663063 |
| 1990-04-01 | 16.9454529689 |
| 1990-05-01 | 16.9372249747 |
| 1990-06-01 | 17.2579973591 |
| 1990-07-01 | 17.4016682608 |
| 1990-08-01 | 17.7162224260 |
| 1990-09-01 | 17.5272518160 |
| 1990-10-01 | 17.4132140569 |
| 1990-11-01 | 17.4617512542 |
| 1990-12-01 | 17.3880167681 |
| 1991-01-01 | 17.4723075961 |
| 1991-02-01 | 17.5037563233 |
| 1991-03-01 | 17.4708109520 |
| 1991-04-01 | 17.4258371733 |
| 1991-05-01 | 17.5725911198 |
| 1991-06-01 | 17.6387399629 |
| 1991-07-01 | 17.5281312790 |
| 1991-08-01 | 17.5891059867 |
| 1991-09-01 | 17.6520963937 |
| 1991-10-01 | 17.7366882610 |
| 1991-11-01 | 17.7944549107 |
| 1991-12-01 | 17.7227619914 |
| 1992-01-01 | 18.2485134002 |
| 1992-02-01 | 18.3781570106 |
| 1992-03-01 | 18.4713125195 |
| 1992-04-01 | 18.3766881857 |
| 1992-05-01 | 18.4907707439 |
| 1992-06-01 | 18.2568937232 |
| 1992-07-01 | 18.3985884000 |
| 1992-08-01 | 18.3396843939 |
| 1992-09-01 | 18.3888563904 |
| 1992-10-01 | 18.4307949584 |
| 1992-11-01 | 18.4642523175 |
| 1992-12-01 | 18.4149779307 |
| 1993-01-01 | 18.2079201937 |
| 1993-02-01 | 18.1955733419 |
| 1993-03-01 | 18.1793563323 |
| 1993-04-01 | 18.3994580871 |
| 1993-05-01 | 18.3215511926 |
| 1993-06-01 | 18.4883999521 |
| 1993-07-01 | 19.0207160672 |
| 1993-08-01 | 18.6813628407 |
| 1993-09-01 | 18.6263368099 |
| 1993-10-01 | 18.8731253682 |
| 1993-11-01 | 19.0711976964 |
| 1993-12-01 | 18.9544387459 |
| 1994-01-01 | 18.2213420109 |
| 1994-02-01 | 18.4697608228 |
| 1994-03-01 | 18.6407107323 |
| 1994-04-01 | 18.5911951749 |
| 1994-05-01 | 18.7215666022 |
| 1994-06-01 | 18.8219354181 |
| 1994-07-01 | 18.7666212442 |
| 1994-08-01 | 18.8714190261 |
| 1994-09-01 | 19.0239089196 |
| 1994-10-01 | 18.9366602442 |
| 1994-11-01 | 19.1645958702 |
| 1994-12-01 | 19.2267552580 |
| 1995-01-01 | 19.2963852208 |
| 1995-02-01 | 19.6689656508 |
| 1995-03-01 | 19.6533650850 |
| 1995-04-01 | 19.5120441073 |
| 1995-05-01 | 19.6824331411 |
| 1995-06-01 | 19.6230881930 |
| 1995-07-01 | 19.6187303518 |
| 1995-08-01 | 19.7035803734 |
| 1995-09-01 | 19.6338602397 |
| 1995-10-01 | 19.9559695051 |
| 1995-11-01 | 20.0811157676 |
| 1995-12-01 | 20.2413740228 |
| 1996-01-01 | 20.6256649712 |
| 1996-02-01 | 20.6357839450 |
| 1996-03-01 | 20.5059084390 |
| 1996-04-01 | 20.8873201221 |
| 1996-05-01 | 20.7680907881 |
| 1996-06-01 | 20.6529164207 |
| 1996-07-01 | 21.0446387048 |
| 1996-08-01 | 21.1593776582 |
| 1996-09-01 | 21.2296387356 |
| 1996-10-01 | 20.8865565346 |
| 1996-11-01 | 20.8724610284 |
| 1996-12-01 | 21.0486864852 |
| 1997-01-01 | 20.6269504565 |
| 1997-02-01 | 20.8059982135 |
| 1997-03-01 | 21.0751618414 |
| 1997-04-01 | 21.2967234895 |
| 1997-05-01 | 21.3108730579 |
| 1997-06-01 | 20.8387229300 |
| 1997-07-01 | 20.9264915253 |
| 1997-08-01 | 20.9662000323 |
| 1997-09-01 | 21.2481836495 |
| 1997-10-01 | 21.5452927290 |
| 1997-11-01 | 21.5347816957 |
| 1997-12-01 | 21.4691716230 |
| 1998-01-01 | 21.9728299738 |
| 1998-02-01 | 21.9312472898 |
| 1998-03-01 | 22.0459072942 |
| 1998-04-01 | 22.2433587232 |
| 1998-05-01 | 22.2734527262 |
| 1998-06-01 | 23.1454730186 |
| 1998-07-01 | 22.4884497442 |
| 1998-08-01 | 22.4470393265 |
| 1998-09-01 | 22.4800500011 |
| 1998-10-01 | 22.3533927252 |
| 1998-11-01 | 22.5557883650 |
| 1998-12-01 | 22.6518666936 |
| 1999-01-01 | 22.5398779673 |
| 1999-02-01 | 22.4412691122 |
| 1999-03-01 | 22.4430353415 |
| 1999-04-01 | 22.6301789909 |
| 1999-05-01 | 22.7753665926 |
| 1999-06-01 | 22.8867859163 |
| 1999-07-01 | 23.1743597488 |
| 1999-08-01 | 23.2199800586 |
| 1999-09-01 | 23.2277418737 |
| 1999-10-01 | 23.6786666889 |
| 1999-11-01 | 23.7004740137 |
| 1999-12-01 | 23.7025249556 |
| 2000-01-01 | 24.0353140772 |
| 2000-02-01 | 25.1258677788 |
| 2000-03-01 | 24.9514716140 |
| 2000-04-01 | 25.0087365275 |
| 2000-05-01 | 25.0822859752 |
| 2000-06-01 | 25.0616311334 |
| 2000-07-01 | 25.1075589303 |
| 2000-08-01 | 25.3687731820 |
| 2000-09-01 | 25.7820646061 |
| 2000-10-01 | 25.6859672075 |
| 2000-11-01 | 25.8681586260 |
| 2000-12-01 | 26.2768840073 |
| 2001-01-01 | 25.9030693467 |
| 2001-02-01 | 26.0815264669 |
| 2001-03-01 | 26.2168256933 |
| 2001-04-01 | 25.8482718190 |
| 2001-05-01 | 26.0675111728 |
| 2001-06-01 | 25.4134058802 |
| 2001-07-01 | 26.0098898675 |
| 2001-08-01 | 26.5709958024 |
| 2001-09-01 | 27.7237545988 |
| 2001-10-01 | 27.1684627376 |
| 2001-11-01 | 27.2670965141 |
| 2001-12-01 | 27.0899408206 |
| 2002-01-01 | 26.8215468068 |
| 2002-02-01 | 26.5371459077 |
| 2002-03-01 | 26.2778900141 |
| 2002-04-01 | 26.4742657645 |
| 2002-05-01 | 27.2115977509 |
| 2002-06-01 | 26.3804565270 |
| 2002-07-01 | 28.4860208195 |
| 2002-08-01 | 28.4286092295 |
| 2002-09-01 | 28.6008529025 |
| 2002-10-01 | 28.6510443281 |
| 2002-11-01 | 28.5551437718 |
| 2002-12-01 | 27.9003689213 |
| 2003-01-01 | 29.4457698290 |
| 2003-02-01 | 29.7952434345 |
| 2003-03-01 | 29.9104453405 |
| 2003-04-01 | 30.2938782135 |
| 2003-05-01 | 30.1997954578 |
| 2003-06-01 | 30.7310373173 |
| 2003-07-01 | 30.6787974720 |
| 2003-08-01 | 30.3267965995 |
| 2003-09-01 | 30.0377556583 |
| 2003-10-01 | 29.8882862497 |
| 2003-11-01 | 30.2037077585 |
| 2003-12-01 | 29.2184123995 |
| 2004-01-01 | 31.3498385043 |
| 2004-02-01 | 30.6476523830 |
| 2004-03-01 | 30.7525031879 |
| 2004-04-01 | 30.4391078556 |
| 2004-05-01 | 30.5878868481 |
| 2004-06-01 | 31.8102223119 |
| 2004-07-01 | 30.4405735489 |
| 2004-08-01 | 30.3780717462 |
| 2004-09-01 | 30.3804687428 |
| 2004-10-01 | 30.6304192484 |
| 2004-11-01 | 30.7802746996 |
| 2004-12-01 | 30.9913545676 |
| 2005-01-01 | 31.4319827537 |
| 2005-02-01 | 31.8202038638 |
| 2005-03-01 | 31.7320097006 |
| 2005-04-01 | 31.1608423049 |
| 2005-05-01 | 31.0871281296 |
| 2005-06-01 | 31.3378990540 |
| 2005-07-01 | 32.0963288671 |
| 2005-08-01 | 32.0963075566 |
| 2005-09-01 | 32.2311533399 |
| 2005-10-01 | 31.9193163081 |
| 2005-11-01 | 31.9569996059 |
| 2005-12-01 | 32.2783341502 |
| 2006-01-01 | 32.3045220433 |
| 2006-02-01 | 32.1802731285 |
| 2006-03-01 | 32.4210102270 |
| 2006-04-01 | 33.2830724125 |
| 2006-05-01 | 33.5000969447 |
| 2006-06-01 | 34.8092840401 |
| 2006-07-01 | 33.8792046797 |
| 2006-08-01 | 34.2005395248 |
| 2006-09-01 | 33.8817623876 |
| 2006-10-01 | 34.7030241772 |
| 2006-11-01 | 34.9624182708 |
| 2006-12-01 | 35.2289924975 |
| 2007-01-01 | 35.2772419948 |
| 2007-02-01 | 35.3116984157 |
| 2007-03-01 | 35.7102079219 |
| 2007-04-01 | 36.3960322334 |
| 2007-05-01 | 37.1681232763 |
| 2007-06-01 | 37.9715138077 |
| 2007-07-01 | 36.6060255580 |
| 2007-08-01 | 36.7960831090 |
| 2007-09-01 | 36.6751005360 |
| 2007-10-01 | 36.6674507115 |
| 2007-11-01 | 36.8881601096 |
| 2007-12-01 | 36.6421505628 |
| 2008-01-01 | 37.1392526438 |
| 2008-02-01 | 37.0429114008 |
| 2008-03-01 | 37.3002832159 |
| 2008-04-01 | 36.9567743001 |
| 2008-05-01 | 36.3840392810 |
| 2008-06-01 | 37.2780328500 |
| 2008-07-01 | 37.2759570711 |
| 2008-08-01 | 36.2868965861 |
| 2008-09-01 | 37.4005567160 |
| 2008-10-01 | 37.7032899889 |
| 2008-11-01 | 37.4994699097 |
| 2008-12-01 | 37.7065106316 |
| 2009-01-01 | 37.8191499872 |
| 2009-02-01 | 38.2889711620 |
| 2009-03-01 | 38.1005234131 |
| 2009-04-01 | 37.7880988944 |
| 2009-05-01 | 38.0689046453 |
| 2009-06-01 | 36.8298645075 |
| 2009-07-01 | 37.7345979087 |
| 2009-08-01 | 37.3203370440 |
| 2009-09-01 | 37.5212871977 |
| 2009-10-01 | 37.4100687760 |
| 2009-11-01 | 37.8328802978 |
| 2009-12-01 | 38.3947868186 |
| 2010-01-01 | 37.5132903551 |
| 2010-02-01 | 37.8416086333 |
| 2010-03-01 | 38.2887470403 |
| 2010-04-01 | 38.9931839290 |
| 2010-05-01 | 39.2310448641 |
| 2010-06-01 | 39.3598797050 |
| 2010-07-01 | 39.5110956715 |
| 2010-08-01 | 40.4922054722 |
| 2010-09-01 | 40.2642586138 |
| 2010-10-01 | 41.1667872725 |
| 2010-11-01 | 41.1413470313 |
| 2010-12-01 | 41.0678446225 |
| 2011-01-01 | 41.6939567700 |
| 2011-02-01 | 41.2043348394 |
| 2011-03-01 | 41.2930220628 |
| 2011-04-01 | 42.3040471823 |
| 2011-05-01 | 41.5952762929 |
| 2011-06-01 | 42.0766908436 |
| 2011-07-01 | 42.5279087433 |
| 2011-08-01 | 42.4113290331 |
| 2011-09-01 | 42.3010544937 |
| 2011-10-01 | 41.5457537221 |
| 2011-11-01 | 41.6029368230 |
| 2011-12-01 | 41.8375806314 |
| 2012-01-01 | 41.7639204026 |
| 2012-02-01 | 42.6430185993 |
| 2012-03-01 | 42.1100075874 |
| 2012-04-01 | 41.7732545143 |
| 2012-05-01 | 41.7102555892 |
| 2012-06-01 | 41.4475814634 |
| 2012-07-01 | 41.1892824365 |
| 2012-08-01 | 40.8689665851 |
| 2012-09-01 | 42.0167797541 |
| 2012-10-01 | 41.4664174729 |
| 2012-11-01 | 41.5386518931 |
| 2012-12-01 | 41.3885252121 |
| 2013-01-01 | 42.0186919566 |
| 2013-02-01 | 42.4813714111 |
| 2013-03-01 | 41.9030641247 |
| 2013-04-01 | 41.8368160531 |
| 2013-05-01 | 42.3262165453 |
| 2013-06-01 | 42.1993758224 |
| 2013-07-01 | 42.0113823943 |
| 2013-08-01 | 41.9967643962 |
| 2013-09-01 | 42.3197812552 |
| 2013-10-01 | 42.0857473427 |
| 2013-11-01 | 42.0162176797 |
| 2013-12-01 | 41.8939166941 |
| 2014-01-01 | 41.4816308757 |
| 2014-02-01 | 41.5760804090 |
| 2014-03-01 | 41.2181839510 |
| 2014-04-01 | 41.1927918148 |
| 2014-05-01 | 41.2267376347 |
| 2014-06-01 | 41.2172160711 |
| 2014-07-01 | 41.2424381340 |
| 2014-08-01 | 41.6186850462 |
| 2014-09-01 | 41.8219505492 |
| 2014-10-01 | 41.8344569207 |
| 2014-11-01 | 41.7489084630 |
| 2014-12-01 | 41.9143025766 |
| 2015-01-01 | 41.6188407278 |
| 2015-02-01 | 41.9332923148 |
| 2015-03-01 | 42.2600865974 |
| 2015-04-01 | 41.5576394788 |
| 2015-05-01 | 42.3407507707 |
| 2015-06-01 | 42.4652226289 |
| 2015-07-01 | 42.7311533468 |
| 2015-08-01 | 42.7823876958 |
| 2015-09-01 | 42.8595364820 |
| 2015-10-01 | 43.1404009588 |
| 2015-11-01 | 43.3253525160 |
| 2015-12-01 | 43.3297941109 |
| 2016-01-01 | 44.0887025837 |
| 2016-02-01 | 43.8018963736 |
| 2016-03-01 | 43.8243005614 |
| 2016-04-01 | 44.1871880217 |
| 2016-05-01 | 44.1012112259 |
| 2016-06-01 | 44.7320227623 |
| 2016-07-01 | 44.8812788410 |
| 2016-08-01 | 45.3955021931 |
| 2016-09-01 | 44.6291480464 |
| 2016-10-01 | 44.3326765523 |
| 2016-11-01 | 44.4662303755 |
| 2016-12-01 | 44.7343458200 |
| 2017-01-01 | 44.3042092697 |
| 2017-02-01 | 44.6584805250 |
| 2017-03-01 | 44.8655731247 |
| 2017-04-01 | 45.1496542362 |
| 2017-05-01 | 45.5879919275 |
| 2017-06-01 | 46.7086756255 |
| 2017-07-01 | 46.1309184773 |
| 2017-08-01 | 46.6262646805 |
| 2017-09-01 | 46.1320068100 |
| 2017-10-01 | 46.0981236199 |
| 2017-11-01 | 46.2708556645 |
| 2017-12-01 | 46.4768101148 |
| 2018-01-01 | 46.8805521946 |
| 2018-02-01 | 46.6112170950 |
| 2018-03-01 | 46.9535726894 |
| 2018-04-01 | 46.7476562189 |
| 2018-05-01 | 46.5678919345 |
| 2018-06-01 | 46.2363408698 |
| 2018-07-01 | 45.7458333250 |
| 2018-08-01 | 45.8667214044 |
| 2018-09-01 | 46.1891229611 |
| 2018-10-01 | 46.0229870484 |
| 2018-11-01 | 46.0798800350 |
| 2018-12-01 | 45.9723140095 |
| 2019-01-01 | 45.8025853679 |
| 2019-02-01 | 45.7087368198 |
| 2019-03-01 | 45.6644564383 |
| 2019-04-01 | 46.3076171377 |
| 2019-05-01 | 46.4699522222 |
| 2019-06-01 | 46.7412066585 |
| 2019-07-01 | 46.7337090679 |
| 2019-08-01 | 46.9895163604 |
| 2019-09-01 | 47.2165732474 |
| 2019-10-01 | 47.8274606142 |
| 2019-11-01 | 47.5952408265 |
| 2019-12-01 | 47.5759268887 |
| 2020-01-01 | 47.6001530174 |
| 2020-02-01 | 47.9128844351 |
| 2020-03-01 | 47.5846951799 |
| 2020-04-01 | 40.5168681746 |
| 2020-05-01 | 40.6907601549 |
| 2020-06-01 | 40.7705752820 |
| 2020-07-01 | 41.3678039657 |
| 2020-08-01 | 41.6897195703 |
| 2020-09-01 | 42.2054899881 |
| 2020-10-01 | 43.2024887014 |
| 2020-11-01 | 43.4161474218 |
| 2020-12-01 | 41.8911554886 |
| 2021-01-01 | 43.1996805966 |
| 2021-02-01 | 43.7125240456 |
| 2021-03-01 | 43.9913357384 |
| 2021-04-01 | 44.1113831310 |
| 2021-05-01 | 44.1536687340 |
| 2021-06-01 | 43.7120489874 |
| 2021-07-01 | 44.7085976558 |
| 2021-08-01 | 44.7826694361 |
| 2021-09-01 | 44.4677126935 |
| 2021-10-01 | 45.4143653721 |
| 2021-11-01 | 45.5280194317 |
| 2021-12-01 | 45.5494587276 |
| 2022-01-01 | 45.9338324722 |
| 2022-02-01 | 45.5406779435 |
| 2022-03-01 | 45.7735805776 |
| 2022-04-01 | 45.7329524674 |
| 2022-05-01 | 45.8505786593 |
| 2022-06-01 | 45.1668073833 |
| 2022-07-01 | 46.0082493220 |
| 2022-08-01 | 45.9755264627 |
| 2022-09-01 | 45.8777528033 |
| 2022-10-01 | 45.9844456787 |
| 2022-11-01 | 46.1898832928 |
| 2022-12-01 | 46.1805151679 |
| 2023-01-01 | 46.3410193387 |
| 2023-02-01 | 46.5615269712 |
| 2023-03-01 | 46.5856066647 |
| 2023-04-01 | 46.6464845908 |
| 2023-05-01 | 46.5834653897 |
| 2023-06-01 | 46.6510656469 |
| 2023-07-01 | 46.7688535620 |
| 2023-08-01 | 46.9125397327 |
| 2023-09-01 | 47.0194564576 |
| 2023-10-01 | 46.8191141881 |
| 2023-11-01 | 46.9297152247 |
| 2023-12-01 | 47.0359960883 |
| 2024-01-01 | 47.0921594003 |
| 2024-02-01 | 47.2631530875 |
| 2024-03-01 | 47.4301551855 |
| 2024-04-01 | 47.2898522159 |
| 2024-05-01 | 47.3735420426 |
| 2024-06-01 | 47.3187026184 |
| 2024-07-01 | 47.2464785918 |
| 2024-08-01 | 47.3595179256 |
| 2024-09-01 | 47.4238417019 |
| 2024-10-01 | 47.8094445499 |
| 2024-11-01 | 47.9960201280 |
| 2024-12-01 | 47.8572275196 |
| 2025-01-01 | 48.1857080042 |
| 2025-02-01 | 48.2782316307 |
| 2025-03-01 | 48.3519644633 |
| 2025-04-01 | 48.2928056738 |
| 2025-05-01 | 48.3267797055 |
| 2025-06-01 | 48.0697782896 |
| 2025-07-01 | 47.8560712659 |
| 2025-08-01 | 47.8155128333 |
| 2025-09-01 | 47.8149458974 |
| 2025-10-01 | 47.6492017293 |
| 2025-11-01 | 47.4801028708 |
| 2025-12-01 | 48.2521220935 |
| 2026-01-01 | 47.9489562646 |
| 2026-02-01 | 48.0946330404 |
| 2026-03-01 | 48.2268141708 |
| 2026-04-01 | 48.5005924305 |
| 2026-05-01 | 48.7463880222 |
| 2026-06-01 | 51.5427551092 |
| 2026-07-01 | 51.1577056093 |
| 2026-08-01 | 50.8922446536 |
| 2026-09-01 | 46.8756940051 |