Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Denver-Aurora-Lakewood, CO (MSA)
Series ID DENV708EDUH
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 2024-09-01
Last Updated 2024-10-23 5:34 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 70.80073512403190
1990-02-01 71.04483392536150
1990-03-01 71.25149440058760
1990-04-01 71.05170406333950
1990-05-01 71.69203405285570
1990-06-01 71.83999386451890
1990-07-01 71.83267442460459
1990-08-01 72.33242881404779
1990-09-01 72.73164733369491
1990-10-01 72.91704566110380
1990-11-01 73.40519741175810
1990-12-01 73.48174632149480
1991-01-01 73.20901871855940
1991-02-01 73.72463890510480
1991-03-01 73.84381545312050
1991-04-01 74.04555301957090
1991-05-01 74.69976257907180
1991-06-01 75.04167348659020
1991-07-01 75.37129796791841
1991-08-01 75.45632745324520
1991-09-01 75.65912104998759
1991-10-01 75.50577038723341
1991-11-01 75.59900864114490
1991-12-01 75.96830638414380
1992-01-01 76.31008609397580
1992-02-01 76.57473790112910
1992-03-01 77.11980076891541
1992-04-01 77.43193818017551
1992-05-01 77.51651940077170
1992-06-01 77.74130029185459
1992-07-01 78.49980441133080
1992-08-01 78.49858600879750
1992-09-01 78.91584176838600
1992-10-01 79.29466561833050
1992-11-01 79.50109935586900
1992-12-01 79.55623835227520
1993-01-01 79.71029297094050
1993-02-01 79.79716553229620
1993-03-01 79.96531360918190
1993-04-01 80.30907383403971
1993-05-01 80.31995320073210
1993-06-01 80.32939224091980
1993-07-01 80.83263795579150
1993-08-01 81.05744677067640
1993-09-01 81.30380625869670
1993-10-01 80.40238630270571
1993-11-01 80.60913854238180
1993-12-01 81.18178873022070
1994-01-01 81.41019105217100
1994-02-01 81.70726482752771
1994-03-01 81.70082706728570
1994-04-01 81.87073556962090
1994-05-01 82.19748251663010
1994-06-01 82.61004369214021
1994-07-01 82.84926937370620
1994-08-01 83.52140547810559
1994-09-01 83.90168657296809
1994-10-01 84.80873668291890
1994-11-01 85.31546591245260
1994-12-01 85.59502442136590
1995-01-01 86.05247361292770
1995-02-01 86.44045235499580
1995-03-01 87.11888532153900
1995-04-01 86.71624407722620
1995-05-01 87.03221278393819
1995-06-01 87.37695744976670
1995-07-01 87.48652337694100
1995-08-01 87.59316888025829
1995-09-01 87.70797648588110
1995-10-01 87.52113999295089
1995-11-01 87.51583819203520
1995-12-01 87.93735650419241
1996-01-01 88.79544852497709
1996-02-01 88.60668920770951
1996-03-01 88.87820227488399
1996-04-01 88.96535516406651
1996-05-01 89.43986952088040
1996-06-01 89.73071635228442
1996-07-01 89.27652936316370
1996-08-01 90.04658553661871
1996-09-01 90.28457613231130
1996-10-01 92.32774620564860
1996-11-01 93.01645129117010
1996-12-01 93.24935339581091
1997-01-01 95.56406853508899
1997-02-01 96.01795677917910
1997-03-01 96.26376264412950
1997-04-01 96.50518832512360
1997-05-01 96.65129998729022
1997-06-01 96.76812097533958
1997-07-01 97.39592482366220
1997-08-01 97.70256995482491
1997-09-01 98.05039705679079
1997-10-01 98.52141479472841
1997-11-01 98.51223804678379
1997-12-01 98.64535078432459
1998-01-01 98.78532623331742
1998-02-01 98.85759791767820
1998-03-01 99.60646290458129
1998-04-01 99.77095152045521
1998-05-01 99.70709641507040
1998-06-01 99.43083682118478
1998-07-01 99.35695852776051
1998-08-01 99.08885895671670
1998-09-01 98.96750638708728
1998-10-01 99.11447890681109
1998-11-01 99.23893325323809
1998-12-01 99.34187109530329
1999-01-01 99.05525533101570
1999-02-01 99.82353062007770
1999-03-01 99.58130420419029
1999-04-01 99.75828408246441
1999-05-01 100.10928587295900
1999-06-01 100.20980821988600
1999-07-01 99.81368154082242
1999-08-01 99.83711679637449
1999-09-01 100.07073451502300
1999-10-01 100.21225537177200
1999-11-01 100.36211832918900
1999-12-01 100.44446043157400
2000-01-01 100.50554690102600
2000-02-01 100.55449253364800
2000-03-01 100.55928502232901
2000-04-01 101.15508406853800
2000-05-01 101.42703549279200
2000-06-01 102.51293379782899
2000-07-01 102.99693463143801
2000-08-01 103.48886745450800
2000-09-01 103.96022411714400
2000-10-01 103.41498536401000
2000-11-01 104.07967943692499
2000-12-01 104.65556842848600
2001-01-01 104.96364545988101
2001-02-01 105.26732377888099
2001-03-01 105.70007796188200
2001-04-01 105.53747904221500
2001-05-01 105.94100733916099
2001-06-01 106.12389755282699
2001-07-01 106.59438793005900
2001-08-01 107.05174982628401
2001-09-01 106.64112505655700
2001-10-01 107.93410021639299
2001-11-01 108.40724656028300
2001-12-01 108.59870681254999
2002-01-01 108.62911007327900
2002-02-01 108.63629667808100
2002-03-01 108.98035925700898
2002-04-01 109.51642303198800
2002-05-01 109.71923230098899
2002-06-01 109.56190331549300
2002-07-01 110.21384740554300
2002-08-01 110.55087204782300
2002-09-01 110.63825823607701
2002-10-01 110.74844708644501
2002-11-01 111.03525206158200
2002-12-01 111.36814242314600
2003-01-01 111.92139961738701
2003-02-01 112.19645740415899
2003-03-01 112.22028676501400
2003-04-01 112.76782024945400
2003-05-01 112.76381456102900
2003-06-01 112.99204829923800
2003-07-01 113.65944053698799
2003-08-01 113.49029526193700
2003-09-01 113.65277706804800
2003-10-01 113.85690449785900
2003-11-01 114.05724354216400
2003-12-01 114.22675877094400
2004-01-01 114.84202745370399
2004-02-01 115.12910738717200
2004-03-01 115.54716755358999
2004-04-01 115.53227460412201
2004-05-01 115.78006648746500
2004-06-01 116.00936419787800
2004-07-01 116.32012836979100
2004-08-01 116.66386538149500
2004-09-01 117.28730727650101
2004-10-01 117.65901842830700
2004-11-01 117.93672166212000
2004-12-01 118.14755131991100
2005-01-01 117.67903736104200
2005-02-01 118.45865902020800
2005-03-01 118.89018533527400
2005-04-01 118.82238479517000
2005-05-01 119.31302726798100
2005-06-01 119.51228372369200
2005-07-01 119.59511312455999
2005-08-01 119.83860104636300
2005-09-01 120.02459749889000
2005-10-01 119.64196986389800
2005-11-01 120.19180663902300
2005-12-01 120.51984789603000
2006-01-01 121.02430907275800
2006-02-01 121.50590923930800
2006-03-01 121.75788896550800
2006-04-01 122.35225962995800
2006-05-01 122.57736282683600
2006-06-01 122.92668822559500
2006-07-01 123.15198182331699
2006-08-01 123.48599041662700
2006-09-01 123.88454551210700
2006-10-01 124.40923412034600
2006-11-01 124.60256169858299
2006-12-01 125.04722219730700
2007-01-01 125.25969866039200
2007-02-01 125.78065359916900
2007-03-01 126.55712161532200
2007-04-01 126.88575705246299
2007-05-01 127.37661548828400
2007-06-01 127.75333047373500
2007-07-01 128.20657149622699
2007-08-01 128.50830255366600
2007-09-01 128.94729725620700
2007-10-01 129.27036494360001
2007-11-01 130.09823744519800
2007-12-01 130.95330455173500
2008-01-01 130.77168468954900
2008-02-01 131.58242287808600
2008-03-01 131.77341333964500
2008-04-01 132.21098820617400
2008-05-01 132.91298757608300
2008-06-01 133.30461781696900
2008-07-01 133.72866865039200
2008-08-01 134.40357177270900
2008-09-01 135.00389732959700
2008-10-01 135.75562672419200
2008-11-01 136.39742916782600
2008-12-01 136.17077011644700
2009-01-01 136.45755185167800
2009-02-01 136.68953765207598
2009-03-01 136.67796077904498
2009-04-01 137.03168347824200
2009-05-01 137.27270155421300
2009-06-01 137.77300870452400
2009-07-01 138.43543068138200
2009-08-01 138.49143140734600
2009-09-01 138.62707390299101
2009-10-01 139.23974501198902
2009-11-01 139.54949128052900
2009-12-01 140.00230184752300
2010-01-01 140.32253676359102
2010-02-01 140.71265633315200
2010-03-01 141.49095580558800
2010-04-01 141.80331965901000
2010-05-01 142.33138339634502
2010-06-01 142.86541559574000
2010-07-01 143.12480282269600
2010-08-01 143.57130548805600
2010-09-01 143.94300444195102
2010-10-01 144.13425234147600
2010-11-01 144.72084816695698
2010-12-01 144.93876241406300
2011-01-01 145.52041120546500
2011-02-01 145.74543001768498
2011-03-01 146.21455165391200
2011-04-01 146.60975846688700
2011-05-01 147.15389553734600
2011-06-01 147.67144871062100
2011-07-01 147.80435660465798
2011-08-01 148.96818979626698
2011-09-01 149.35263190159900
2011-10-01 149.60116157052602
2011-11-01 149.72811386619900
2011-12-01 151.10357471334300
2012-01-01 151.33991736858100
2012-02-01 151.89269498318000
2012-03-01 152.37212666650200
2012-04-01 152.25835424144302
2012-05-01 152.63026737202500
2012-06-01 153.17580446737700
2012-07-01 153.56157391050400
2012-08-01 153.75416255860800
2012-09-01 154.27505979410000
2012-10-01 154.86152724559201
2012-11-01 155.22748698336000
2012-12-01 156.11690796694100
2013-01-01 156.60739604558900
2013-02-01 157.15918792656500
2013-03-01 157.66559574519200
2013-04-01 158.39010902685600
2013-05-01 158.65977187376800
2013-06-01 159.23789853659500
2013-07-01 159.97690471619600
2013-08-01 160.92995647991500
2013-09-01 161.71057461124300
2013-10-01 162.28572843996702
2013-11-01 163.35084676752400
2013-12-01 163.87619144591199
2014-01-01 164.02388525462900
2014-02-01 164.74377593573500
2014-03-01 165.51917375810400
2014-04-01 166.50321860181600
2014-05-01 167.34573568766600
2014-06-01 167.43444039727800
2014-07-01 167.75550364184100
2014-08-01 168.94872649859400
2014-09-01 169.86453619675800
2014-10-01 170.84310080391300
2014-11-01 171.37726661655700
2014-12-01 172.05714035514000
2015-01-01 173.72255494509500
2015-02-01 174.44828937625500
2015-03-01 174.94337798459202
2015-04-01 175.67109236499002
2015-05-01 176.20938420908698
2015-06-01 176.74428420861400
2015-07-01 177.33484536125300
2015-08-01 177.84364899158902
2015-09-01 178.51604915531600
2015-10-01 179.73780989257800
2015-11-01 180.53347635272000
2015-12-01 180.73434552530998
2016-01-01 181.30687107424302
2016-02-01 181.40501249947300
2016-03-01 181.92837542942300
2016-04-01 182.52134456673900
2016-05-01 182.49967141643100
2016-06-01 182.81915686686500
2016-07-01 183.44947366587800
2016-08-01 183.42642257604697
2016-09-01 184.27121467896703
2016-10-01 183.00561172025300
2016-11-01 182.57996856391202
2016-12-01 182.48821598636700
2017-01-01 182.71792335668200
2017-02-01 182.35080415741100
2017-03-01 183.21333122406600
2017-04-01 184.67128645293000
2017-05-01 185.37194161173300
2017-06-01 186.12173894258999
2017-07-01 186.06684312323200
2017-08-01 186.28332137665000
2017-09-01 185.99780162614800
2017-10-01 185.84419131238200
2017-11-01 186.21975125758900
2017-12-01 186.65664211759997
2018-01-01 186.87742924871398
2018-02-01 187.29945285325698
2018-03-01 187.95009832713100
2018-04-01 187.62873711688098
2018-05-01 188.20613632624600
2018-06-01 188.90573996345500
2018-07-01 188.67301578723400
2018-08-01 189.14789512008400
2018-09-01 189.33628731349800
2018-10-01 189.66571469738702
2018-11-01 189.98648441287702
2018-12-01 190.47652038118100
2019-01-01 190.15638167169300
2019-02-01 190.32001179718102
2019-03-01 190.64321818248902
2019-04-01 190.92944950239600
2019-05-01 191.55158765853700
2019-06-01 191.98652240761800
2019-07-01 192.78948853402800
2019-08-01 193.29972713673100
2019-09-01 193.17209560413602
2019-10-01 193.12122692970502
2019-11-01 193.52594875164400
2019-12-01 193.48608259681900
2020-01-01 195.20260425942502
2020-02-01 194.66013712505298
2020-03-01 193.55766381445702
2020-04-01 169.29776809725500
2020-05-01 177.14549815526600
2020-06-01 181.15922207851600
2020-07-01 184.04027101283400
2020-08-01 185.30129659794200
2020-09-01 186.55255412095403
2020-10-01 187.85587579846300
2020-11-01 188.48131411879200
2020-12-01 189.70860661133500
2021-01-01 190.35089059626300
2021-02-01 191.05624597943300
2021-03-01 191.42788946056302
2021-04-01 190.91928377289200
2021-05-01 191.09993088015400
2021-06-01 191.64643711316600
2021-07-01 192.19448289120400
2021-08-01 191.77902158301900
2021-09-01 191.22653074353800
2021-10-01 192.52413218013200
2021-11-01 193.13820317034600
2021-12-01 193.34794878086200
2022-01-01 193.69915792347598
2022-02-01 193.49721094254200
2022-03-01 194.33573379400698
2022-04-01 195.41059758118098
2022-05-01 195.64902268789400
2022-06-01 195.34653643170103
2022-07-01 196.25629926985403
2022-08-01 197.55039817805400
2022-09-01 196.49561333811500
2022-10-01 198.11429477378100
2022-11-01 199.11685687740600
2022-12-01 199.72694874949102
2023-01-01 200.08564382304002
2023-02-01 200.97848449925700
2023-03-01 201.96952210979200
2023-04-01 202.95107548543203
2023-05-01 204.44517225128200
2023-06-01 206.14142083904400
2023-07-01 205.85723133827100
2023-08-01 205.75468917633202
2023-09-01 206.48459411815202
2023-10-01 206.82512641862400
2023-11-01 206.59508721129902
2023-12-01 206.66956435218600
2024-01-01 207.93312690910100
2024-02-01 209.37543923266603
2024-03-01 208.39802762618498
2024-04-01 209.18522816915100
2024-05-01 208.66365252670400
2024-06-01 208.88651490745200
2024-07-01 208.13875027377102
2024-08-01 209.67152808645300
2024-09-01 211.57638153277000

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