Table Data - All Employees: Education and Health Services: Private Educational Services in Denver-Aurora-Centennial, CO (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Denver-Aurora-Centennial, CO (MSA)
Series ID SMU08197406561000001SA
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 2026-07-01
Last Updated 2026-08-21 7:16 PM 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 9.58920029222918
1990-02-01 9.47545121623926
1990-03-01 9.42959376193542
1990-04-01 9.43035825467934
1990-05-01 9.55363786906660
1990-06-01 9.53273587441337
1990-07-01 9.54415718062774
1990-08-01 9.63074563062603
1990-09-01 9.64384640877321
1990-10-01 9.70234230242482
1990-11-01 9.70161383248734
1990-12-01 9.66881295056023
1991-01-01 9.48662209240108
1991-02-01 9.57222632729492
1991-03-01 9.52866271335438
1991-04-01 9.32432588327077
1991-05-01 9.56263339986439
1991-06-01 9.52902549741886
1991-07-01 9.54769428570674
1991-08-01 9.52394476685618
1991-09-01 9.54946828556452
1991-10-01 9.40839243578136
1991-11-01 9.40274326938560
1991-12-01 9.47584767351418
1992-01-01 9.48727977158652
1992-02-01 9.56863759478504
1992-03-01 9.62427754259433
1992-04-01 9.70767286480851
1992-05-01 9.47833795150000
1992-06-01 9.62530848172707
1992-07-01 9.65383792501057
1992-08-01 9.62578511192381
1992-09-01 9.65575885011842
1992-10-01 9.70362506810118
1992-11-01 9.68844047015057
1992-12-01 9.68403935439600
1993-01-01 9.68937030492869
1993-02-01 9.66242912842115
1993-03-01 9.72267755997878
1993-04-01 9.70011272907403
1993-05-01 9.68502690966136
1993-06-01 9.71915650890873
1993-07-01 9.76264309563880
1993-08-01 9.72797050162957
1993-09-01 9.76684592569714
1993-10-01 9.89547737218145
1993-11-01 9.96843345986808
1993-12-01 10.09172672945220
1994-01-01 10.09806283053480
1994-02-01 10.15511440259260
1994-03-01 10.11402515253240
1994-04-01 10.29044336699500
1994-05-01 10.17942578841310
1994-06-01 10.32109152695120
1994-07-01 10.28169488609500
1994-08-01 10.45621702043510
1994-09-01 10.48513336136270
1994-10-01 10.28033248116840
1994-11-01 10.54513850771580
1994-12-01 10.49090244588910
1995-01-01 10.61347164470430
1995-02-01 10.65356821850130
1995-03-01 10.70452906245840
1995-04-01 10.68512759777360
1995-05-01 10.76148103548490
1995-06-01 10.82257000193820
1995-07-01 10.90450255114910
1995-08-01 10.97698265366900
1995-09-01 11.01351107916160
1995-10-01 10.95108149984810
1995-11-01 10.82861161859970
1995-12-01 10.98110315629030
1996-01-01 11.24351691552100
1996-02-01 11.24955772173080
1996-03-01 11.29177305557160
1996-04-01 11.38458554556590
1996-05-01 11.53114236862650
1996-06-01 11.63309906902270
1996-07-01 11.40762439001980
1996-08-01 11.50260532625800
1996-09-01 11.64381563137590
1996-10-01 11.72267466538110
1996-11-01 11.80306940890770
1996-12-01 11.86132178111750
1997-01-01 11.56519890517880
1997-02-01 11.84502346110870
1997-03-01 11.87423742261070
1997-04-01 11.88753963119980
1997-05-01 12.01074806681520
1997-06-01 11.93613889431600
1997-07-01 12.32128000346020
1997-08-01 12.45587232903000
1997-09-01 12.37424559145190
1997-10-01 12.49612659174230
1997-11-01 12.49186564076170
1997-12-01 12.63174196324450
1998-01-01 12.59825688739210
1998-02-01 12.63473149409850
1998-03-01 12.85038315359590
1998-04-01 12.98313498536140
1998-05-01 12.89970466431890
1998-06-01 12.84334827656060
1998-07-01 12.80931414375020
1998-08-01 12.77493204974410
1998-09-01 12.79712032107600
1998-10-01 12.98627776172220
1998-11-01 12.99806058018230
1998-12-01 13.00538815883860
1999-01-01 12.89235604110490
1999-02-01 13.13108987713370
1999-03-01 13.05474580606010
1999-04-01 13.07878692928270
1999-05-01 13.21925026793790
1999-06-01 13.14147790825950
1999-07-01 13.19955659167380
1999-08-01 13.18332019724360
1999-09-01 13.30239195143220
1999-10-01 13.39805520758390
1999-11-01 13.50638305973260
1999-12-01 13.48949655913500
2000-01-01 13.68197574174980
2000-02-01 13.71438382598620
2000-03-01 13.85833321238560
2000-04-01 13.76826592898040
2000-05-01 13.84046228086750
2000-06-01 14.04436736860140
2000-07-01 14.21966570828050
2000-08-01 14.51982690464300
2000-09-01 14.28837937419350
2000-10-01 14.12126482575750
2000-11-01 14.31380348302440
2000-12-01 14.48826535829150
2001-01-01 14.44607876794190
2001-02-01 14.49556256030690
2001-03-01 14.56342602634530
2001-04-01 14.65479313266310
2001-05-01 14.65498733910890
2001-06-01 14.84648573122540
2001-07-01 14.62797084997270
2001-08-01 14.69938088230110
2001-09-01 14.46129972048440
2001-10-01 14.85819167042610
2001-11-01 14.82687547813280
2001-12-01 14.89862259691170
2002-01-01 14.91026129438130
2002-02-01 14.68107727592270
2002-03-01 14.76779671240940
2002-04-01 15.05430966948220
2002-05-01 14.95515823432650
2002-06-01 14.93775585760570
2002-07-01 15.36547229391720
2002-08-01 15.39823903264400
2002-09-01 15.34958211751960
2002-10-01 15.20079536107310
2002-11-01 15.33737064611230
2002-12-01 15.21464309785630
2003-01-01 15.48591080167630
2003-02-01 15.55439510018240
2003-03-01 15.54984590704860
2003-04-01 15.54487967280200
2003-05-01 15.53177893971990
2003-06-01 15.63843171557350
2003-07-01 15.70075100905530
2003-08-01 15.68443372768460
2003-09-01 15.85638278280170
2003-10-01 15.83642743551450
2003-11-01 15.83833032016730
2003-12-01 15.92564548538070
2004-01-01 16.08734833541360
2004-02-01 16.11484257081830
2004-03-01 16.22016905144430
2004-04-01 16.24284099509430
2004-05-01 16.37787252021880
2004-06-01 16.43759517079930
2004-07-01 16.56507351851660
2004-08-01 16.70976438451680
2004-09-01 16.88221342450250
2004-10-01 17.05777551729810
2004-11-01 17.21857249521320
2004-12-01 17.33267183464390
2005-01-01 17.20394725923430
2005-02-01 17.35965676300980
2005-03-01 17.66567739407590
2005-04-01 17.53726204967470
2005-05-01 17.80802201552820
2005-06-01 17.84345787912460
2005-07-01 17.63588759291580
2005-08-01 17.73873314701740
2005-09-01 17.71934230196410
2005-10-01 17.77118003523240
2005-11-01 17.89941031115200
2005-12-01 17.94001156667390
2006-01-01 18.02656287993720
2006-02-01 18.22405346393540
2006-03-01 18.22900129139000
2006-04-01 18.34569867159100
2006-05-01 18.35777537780030
2006-06-01 18.44188188293050
2006-07-01 18.37825051396560
2006-08-01 18.55912032716810
2006-09-01 18.66381994012620
2006-10-01 18.76772138516600
2006-11-01 18.76914037379000
2006-12-01 18.93511179766590
2007-01-01 18.94770193539390
2007-02-01 19.11192476608080
2007-03-01 19.10589026578340
2007-04-01 19.14050455019510
2007-05-01 19.32242186951890
2007-06-01 19.25622154290050
2007-07-01 19.30436160461680
2007-08-01 19.37105209767910
2007-09-01 19.29184263076850
2007-10-01 19.26272822984170
2007-11-01 19.33864016621100
2007-12-01 19.43234026620790
2008-01-01 19.55415161580460
2008-02-01 19.72855862442670
2008-03-01 19.79759116500240
2008-04-01 19.83725509292780
2008-05-01 19.92126894082550
2008-06-01 20.17657801323080
2008-07-01 19.89417872862690
2008-08-01 19.96362686998650
2008-09-01 20.10762138027530
2008-10-01 20.35515224798230
2008-11-01 20.30646983833510
2008-12-01 20.12233738297160
2009-01-01 20.25288809879700
2009-02-01 20.26446165672580
2009-03-01 20.29829135199930
2009-04-01 20.22952265191610
2009-05-01 20.14434187065160
2009-06-01 20.50064391036530
2009-07-01 20.67839834301830
2009-08-01 20.66214320743860
2009-09-01 20.70166382043930
2009-10-01 21.13730877166440
2009-11-01 20.99473517765500
2009-12-01 21.11501726876550
2010-01-01 20.84462329145540
2010-02-01 21.00574180347530
2010-03-01 21.20015131850410
2010-04-01 21.39908632062520
2010-05-01 21.45290347619210
2010-06-01 21.43818828485890
2010-07-01 21.55391706185420
2010-08-01 21.55884269616390
2010-09-01 21.58593298160450
2010-10-01 21.52529847375330
2010-11-01 21.60209714024720
2010-12-01 21.61854723063130
2011-01-01 21.85461499437230
2011-02-01 21.74445562390370
2011-03-01 21.81830482474490
2011-04-01 21.84973889726210
2011-05-01 21.86298113926600
2011-06-01 22.18243885119770
2011-07-01 22.01597356183600
2011-08-01 22.45473986414320
2011-09-01 22.45742622409640
2011-10-01 22.59348733775720
2011-11-01 22.92063473376670
2011-12-01 23.23399254585000
2012-01-01 23.18324859906600
2012-02-01 23.26091977508020
2012-03-01 23.33869531726720
2012-04-01 23.17178386267980
2012-05-01 23.23710326901730
2012-06-01 23.22466762435360
2012-07-01 23.31377249229860
2012-08-01 23.12929172366260
2012-09-01 23.23654632533470
2012-10-01 23.26157611579790
2012-11-01 23.05422533577520
2012-12-01 23.18103139110410
2013-01-01 23.21429209163300
2013-02-01 23.18984041627530
2013-03-01 23.18712583726620
2013-04-01 23.31392315421640
2013-05-01 23.31704989855230
2013-06-01 23.23253960774120
2013-07-01 23.48164214884620
2013-08-01 23.50576274491150
2013-09-01 23.72456640509840
2013-10-01 23.60607031754970
2013-11-01 23.77402767329100
2013-12-01 23.84547143722700
2014-01-01 23.95998461979680
2014-02-01 24.10818426442650
2014-03-01 24.22789254323300
2014-04-01 24.44083667477900
2014-05-01 24.47984282259150
2014-06-01 24.22439510015560
2014-07-01 24.27277889136680
2014-08-01 24.29028880626750
2014-09-01 24.22921897290750
2014-10-01 24.24963837901630
2014-11-01 24.18027412162010
2014-12-01 24.31407733461390
2015-01-01 24.30593796664420
2015-02-01 24.53300139533410
2015-03-01 24.56161647576260
2015-04-01 25.09306331825010
2015-05-01 25.06353925603880
2015-06-01 25.07769130236200
2015-07-01 25.27905625273860
2015-08-01 25.49516812338040
2015-09-01 25.55194239564910
2015-10-01 25.77901440045790
2015-11-01 25.96705268186040
2015-12-01 25.87513898682360
2016-01-01 25.96869628656080
2016-02-01 25.84145261277280
2016-03-01 25.87495100579520
2016-04-01 25.86324125809980
2016-05-01 25.85664261307210
2016-06-01 25.90675649014950
2016-07-01 25.88815724009010
2016-08-01 25.67766904580580
2016-09-01 26.08489760521070
2016-10-01 25.95857434856090
2016-11-01 25.86461374471760
2016-12-01 25.71533799023850
2017-01-01 25.88697782403670
2017-02-01 25.83333815781760
2017-03-01 25.87139483502170
2017-04-01 26.07849968056700
2017-05-01 26.07239587847890
2017-06-01 26.22115428706330
2017-07-01 26.30712425423450
2017-08-01 26.40393086940980
2017-09-01 26.41494417199510
2017-10-01 26.44303630764560
2017-11-01 26.45975487992320
2017-12-01 26.53319320307490
2018-01-01 26.69797925764650
2018-02-01 26.89790513183850
2018-03-01 27.04093527594220
2018-04-01 26.99065291173270
2018-05-01 26.97951902363430
2018-06-01 27.16471628085860
2018-07-01 27.04243300504010
2018-08-01 27.04115096773190
2018-09-01 27.15474087010220
2018-10-01 27.24641683518630
2018-11-01 27.24680580479110
2018-12-01 27.32973098623300
2019-01-01 27.28049923405890
2019-02-01 27.33941098702500
2019-03-01 27.09928469891720
2019-04-01 27.71010446466510
2019-05-01 27.90093499816430
2019-06-01 27.92938735375690
2019-07-01 28.21402264955470
2019-08-01 28.32063604848520
2019-09-01 28.30667670018000
2019-10-01 28.14446750258430
2019-11-01 28.42503576318150
2019-12-01 28.48842353633020
2020-01-01 28.86784205058330
2020-02-01 28.74624807064780
2020-03-01 28.34951200376840
2020-04-01 24.30261782840680
2020-05-01 24.78290468975560
2020-06-01 24.94634708639410
2020-07-01 26.08837330463420
2020-08-01 26.31186452735750
2020-09-01 26.73886905658870
2020-10-01 26.67764224328860
2020-11-01 26.82891154412250
2020-12-01 26.83297157725230
2021-01-01 26.97356351826020
2021-02-01 26.98123470531920
2021-03-01 27.44610468304530
2021-04-01 27.14290943438930
2021-05-01 27.49341542082170
2021-06-01 27.69998447621440
2021-07-01 27.91466000917390
2021-08-01 27.99057193480120
2021-09-01 27.99450844027810
2021-10-01 28.25895867093040
2021-11-01 28.39808178158580
2021-12-01 28.56650644295770
2022-01-01 28.82136783392150
2022-02-01 28.87981521842310
2022-03-01 29.12274410432190
2022-04-01 29.17266358503420
2022-05-01 29.09517588351550
2022-06-01 29.30143850811540
2022-07-01 29.12836037378420
2022-08-01 28.91562472465190
2022-09-01 29.05589044744730
2022-10-01 29.16284875673180
2022-11-01 29.18672726786480
2022-12-01 29.32217397657930
2023-01-01 29.03843392775010
2023-02-01 29.40458648732930
2023-03-01 29.61165069477590
2023-04-01 28.74513075120610
2023-05-01 29.18205858162970
2023-06-01 29.48080401018000
2023-07-01 30.05480500589800
2023-08-01 30.14846589573120
2023-09-01 31.73603132548360
2023-10-01 30.76883317240940
2023-11-01 31.07082230451770
2023-12-01 30.28464095445160
2024-01-01 30.98926885376120
2024-02-01 30.82474596183030
2024-03-01 30.58351868610700
2024-04-01 30.76425736416240
2024-05-01 30.52170428541640
2024-06-01 30.06387118791250
2024-07-01 29.08510216119760
2024-08-01 29.41659163739920
2024-09-01 29.22399388250950
2024-10-01 29.02772007041810
2024-11-01 28.90843295054950
2024-12-01 29.19288156316640
2025-01-01 28.92296682341890
2025-02-01 28.73424097129150
2025-03-01 28.89270576892330
2025-04-01 29.08503261328700
2025-05-01 29.18193976415330
2025-06-01 28.77875297283350
2025-07-01 28.95038785799410
2025-08-01 29.10046284082710
2025-09-01 28.93061373786470
2025-10-01 28.96225428451620
2025-11-01 29.11763239434900
2025-12-01 29.09758266659620
2026-01-01 29.39390264596020
2026-02-01 29.50787489367520
2026-03-01 29.46116364667910
2026-04-01 29.17857125710270
2026-05-01 29.32622921238800
2026-06-01 29.40709634110630
2026-07-01 28.67808304526140

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