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 2024-11-01
Last Updated 2024-12-21 6:19 AM CST
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 70.80073940351720
1990-02-01 71.04483671224000
1990-03-01 71.25149631397791
1990-04-01 71.05170230082770
1990-05-01 71.69203339827670
1990-06-01 71.83999251724920
1990-07-01 71.83267329132920
1990-08-01 72.33242445232070
1990-09-01 72.73162882387030
1990-10-01 72.91705282576760
1990-11-01 73.40520360921259
1990-12-01 73.48175175833920
1991-01-01 73.20902333293260
1991-02-01 73.72464214174760
1991-03-01 73.84381725428390
1991-04-01 74.04555109675400
1991-05-01 74.69976141971200
1991-06-01 75.04167188452300
1991-07-01 75.37129664790890
1991-08-01 75.45632276699841
1991-09-01 75.65910121672650
1991-10-01 75.50577930841490
1991-11-01 75.59901557818310
1991-12-01 75.96831190478900
1992-01-01 76.31009091311920
1992-02-01 76.57474158742990
1992-03-01 77.11980236031490
1992-04-01 77.43193446810210
1992-05-01 77.51651780227990
1992-06-01 77.74129842192309
1992-07-01 78.49980333053930
1992-08-01 78.49858165244109
1992-09-01 78.91582167750400
1992-10-01 79.29467768647980
1992-11-01 79.50110585241230
1992-12-01 79.55624378423259
1993-01-01 79.71029753344880
1993-02-01 79.79716883016809
1993-03-01 79.96531421139271
1993-04-01 80.30906784434059
1993-05-01 80.31995084102529
1993-06-01 80.32939037119280
1993-07-01 80.83263757003921
1993-08-01 81.05744334898050
1993-09-01 81.30379075568099
1993-10-01 80.40240631201209
1993-11-01 80.60913777096171
1993-12-01 81.18179023186080
1994-01-01 81.41019504388460
1994-02-01 81.70726708164021
1994-03-01 81.70082640976520
1994-04-01 81.87072773452270
1994-05-01 82.19748036344400
1994-06-01 82.61004289236891
1994-07-01 82.84926994592509
1994-08-01 83.52140403814940
1994-09-01 83.90167664211121
1994-10-01 84.80876639921020
1994-11-01 85.31545648805860
1994-12-01 85.59502055236060
1995-01-01 86.05247601841570
1995-02-01 86.44045198273741
1995-03-01 87.11888325944571
1995-04-01 86.71623574514179
1995-05-01 87.03221113165671
1995-06-01 87.37695802992590
1995-07-01 87.48652534395300
1995-08-01 87.59317062221700
1995-09-01 87.70797454862120
1995-10-01 87.52117584782991
1995-11-01 87.51581981724199
1995-12-01 87.93734611403500
1996-01-01 88.79544873789759
1996-02-01 88.60668596088580
1996-03-01 88.87819979750059
1996-04-01 88.96534748643860
1996-05-01 89.43986960428750
1996-06-01 89.73071900003420
1996-07-01 89.27653256595491
1996-08-01 90.04659065259430
1996-09-01 90.28458006632749
1996-10-01 92.32778094673971
1996-11-01 93.01642870435840
1996-12-01 93.24933942181771
1997-01-01 95.56406645128891
1997-02-01 96.01795033417120
1997-03-01 96.26376022623550
1997-04-01 96.50518278144101
1997-05-01 96.65130116402659
1997-06-01 96.76812537612172
1997-07-01 97.39592888316922
1997-08-01 97.70257638307770
1997-09-01 98.05040517337471
1997-10-01 98.52144690597740
1997-11-01 98.51221351913809
1997-12-01 98.64533463877241
1998-01-01 98.78532309425280
1998-02-01 98.85759077147270
1998-03-01 99.60646111478870
1998-04-01 99.77094916690270
1998-05-01 99.70709867485891
1998-06-01 99.43084224538799
1998-07-01 99.35696203388430
1998-08-01 99.08886413906001
1998-09-01 98.96751377183409
1998-10-01 99.11449978280550
1998-11-01 99.23891614142251
1998-12-01 99.34185856414601
1999-01-01 99.05525185287321
1999-02-01 99.82352393337770
1999-03-01 99.58130335232380
1999-04-01 99.75828430265699
1999-05-01 100.10928795419700
1999-06-01 100.20981318717101
1999-07-01 99.81368392710941
1999-08-01 99.83712003898680
1999-09-01 100.07073913110001
1999-10-01 100.21226542545400
1999-11-01 100.36210979563800
1999-12-01 100.44445267397300
2000-01-01 100.50554399194401
2000-02-01 100.55448800787000
2000-03-01 100.55928487804701
2000-04-01 101.15508469589199
2000-05-01 101.42703730187000
2000-06-01 102.51293786632601
2000-07-01 102.99693584101401
2000-08-01 103.48886905403799
2000-09-01 103.96022654084700
2000-10-01 103.41498546894100
2000-11-01 104.07967811842200
2000-12-01 104.65556589459601
2001-01-01 104.96364354973801
2001-02-01 105.26732107621001
2001-03-01 105.70007819261400
2001-04-01 105.53747932288300
2001-05-01 105.94100825478300
2001-06-01 106.12390048584500
2001-07-01 106.59438818700599
2001-08-01 107.05174991509500
2001-09-01 106.64112605140900
2001-10-01 107.93409969747900
2001-11-01 108.40724583903999
2001-12-01 108.59870571341200
2002-01-01 108.62910947494600
2002-02-01 108.63629591619700
2002-03-01 108.98035963562100
2002-04-01 109.51642318338800
2002-05-01 109.71923278619300
2002-06-01 109.56190495565800
2002-07-01 110.21384727911900
2002-08-01 110.55087153845800
2002-09-01 110.63825832179600
2002-10-01 110.74844654443301
2002-11-01 111.03525158949700
2002-12-01 111.36814205508301
2003-01-01 111.92139963503700
2003-02-01 112.19645720037799
2003-03-01 112.22028754630800
2003-04-01 112.76782110376600
2003-05-01 112.76381487307900
2003-06-01 112.99204912555700
2003-07-01 113.65944050786100
2003-08-01 113.49029426885099
2003-09-01 113.65277563245600
2003-10-01 113.85690300101801
2003-11-01 114.05724245631900
2003-12-01 114.22675883479799
2004-01-01 114.84202877685400
2004-02-01 115.12910860268400
2004-03-01 115.54717017992701
2004-04-01 115.53227753095100
2004-05-01 115.78006702144300
2004-06-01 116.00936418442400
2004-07-01 116.32012670700001
2004-08-01 116.66386171809100
2004-09-01 117.28730262345800
2004-10-01 117.65901443330500
2004-11-01 117.93671785741600
2004-12-01 118.14755280865200
2005-01-01 117.67904777581900
2005-02-01 118.45866133038300
2005-03-01 118.89019070274401
2005-04-01 118.82239173173700
2005-05-01 119.31302822306401
2005-06-01 119.51227947131800
2005-07-01 119.59510561494000
2005-08-01 119.83859412758200
2005-09-01 120.02459481329299
2005-10-01 119.64194929967600
2005-11-01 120.19181151267500
2005-12-01 120.51985661828600
2006-01-01 121.02433177205201
2006-02-01 121.50591290963600
2006-03-01 121.75789017698300
2006-04-01 122.35226029243401
2006-05-01 122.57736442827299
2006-06-01 122.92669657618200
2006-07-01 123.15192163035900
2006-08-01 123.48600392254500
2006-09-01 123.88456043857799
2006-10-01 124.40920534454800
2006-11-01 124.60258696174200
2006-12-01 125.04725196652599
2007-01-01 125.25973581903400
2007-02-01 125.78064321565800
2007-03-01 126.55709034604999
2007-04-01 126.88572081631700
2007-05-01 127.37660099863199
2007-06-01 127.75335773320200
2007-07-01 128.20647444529100
2007-08-01 128.50835907220800
2007-09-01 128.94734730988200
2007-10-01 129.27034029772400
2007-11-01 130.09830390359699
2007-12-01 130.95338188041700
2008-01-01 130.77174136894800
2008-02-01 131.58237552530800
2008-03-01 131.77332185662700
2008-04-01 132.21089435768300
2008-05-01 132.91288547545602
2008-06-01 133.30449600425400
2008-07-01 133.72869641795700
2008-08-01 134.40385287319700
2008-09-01 135.00382001523002
2008-10-01 135.75553944740200
2008-11-01 136.39776723986100
2008-12-01 136.17107109077200
2009-01-01 136.45750717457300
2009-02-01 136.68936139957600
2009-03-01 136.67761579950500
2009-04-01 137.03152291249398
2009-05-01 137.27253331286698
2009-06-01 137.77276994967100
2009-07-01 138.43567668460200
2009-08-01 138.49192409857900
2009-09-01 138.62686045024000
2009-10-01 139.23964814741200
2009-11-01 139.55018944288202
2009-12-01 140.00286189339500
2010-01-01 140.32229453476700
2010-02-01 140.71218351961200
2010-03-01 141.49022392553200
2010-04-01 141.80314305878500
2010-05-01 142.33128381621800
2010-06-01 142.86515205935200
2010-07-01 143.12537779093398
2010-08-01 143.57204655403600
2010-09-01 143.94237102219900
2010-10-01 144.13353205890900
2010-11-01 144.72308790943700
2010-12-01 144.93982298448100
2011-01-01 145.51927263034100
2011-02-01 145.74438760817300
2011-03-01 146.21320734714800
2011-04-01 146.60896073207800
2011-05-01 147.15472602850500
2011-06-01 147.67219807320402
2011-07-01 147.80506607067400
2011-08-01 148.96860469778602
2011-09-01 149.35169655980698
2011-10-01 149.60012037663700
2011-11-01 149.73219041584500
2011-12-01 151.10331255311002
2012-01-01 151.33829683634700
2012-02-01 151.89113678763200
2012-03-01 152.37023536592199
2012-04-01 152.25708760515500
2012-05-01 152.63255694708600
2012-06-01 153.17799124242500
2012-07-01 153.56253240641502
2012-08-01 153.75415073168900
2012-09-01 154.27361792035600
2012-10-01 154.85991680019600
2012-11-01 155.23326139144300
2012-12-01 156.11485242602400
2013-01-01 156.60500058958900
2013-02-01 157.15690141146300
2013-03-01 157.66306833175100
2013-04-01 158.38867015633000
2013-05-01 158.66455409325400
2013-06-01 159.24287642492598
2013-07-01 159.97743265423800
2013-08-01 160.92919321581300
2013-09-01 161.70919343077600
2013-10-01 162.28361573381900
2013-11-01 163.35677049003400
2013-12-01 163.87118704523598
2014-01-01 164.02044263253000
2014-02-01 164.74130067431298
2014-03-01 165.51688446003300
2014-04-01 166.50089023457800
2014-05-01 167.35041497893400
2014-06-01 167.45100752233200
2014-07-01 167.75457285590000
2014-08-01 168.94237776468100
2014-09-01 169.86391290691000
2014-10-01 170.84044420397900
2014-11-01 171.38245064211100
2014-12-01 172.05042855521702
2015-01-01 173.71742749111800
2015-02-01 174.44554842452700
2015-03-01 174.94107539844200
2015-04-01 175.66667442670700
2015-05-01 176.21133916649500
2015-06-01 176.78180531577300
2015-07-01 177.32963767865400
2015-08-01 177.82950631180000
2015-09-01 178.51609840363000
2015-10-01 179.73539606686100
2015-11-01 180.53664547801700
2015-12-01 180.72629215415800
2016-01-01 181.30167209589501
2016-02-01 181.40241010769700
2016-03-01 181.92583884923800
2016-04-01 182.51444256838100
2016-05-01 182.49589040338700
2016-06-01 182.87576371015800
2016-07-01 183.44072736138900
2016-08-01 183.40536438741300
2016-09-01 184.27271018015202
2016-10-01 183.00538893088100
2016-11-01 182.58159174067300
2016-12-01 182.48229826756800
2017-01-01 182.71347188570900
2017-02-01 182.35328739988000
2017-03-01 183.19785638818502
2017-04-01 184.66469110521197
2017-05-01 185.36361138306802
2017-06-01 186.18682459375500
2017-07-01 186.04739076850700
2017-08-01 186.26766389194000
2017-09-01 186.00671840357900
2017-10-01 185.84989698779800
2017-11-01 186.22130672141898
2017-12-01 186.65247212607602
2018-01-01 186.87227722635300
2018-02-01 187.30687383577302
2018-03-01 187.91956171573398
2018-04-01 187.61987582376900
2018-05-01 188.19260946312198
2018-06-01 188.96594061647200
2018-07-01 188.63840902697100
2018-08-01 189.12832393175998
2018-09-01 189.40091764447400
2018-10-01 189.66782332644402
2018-11-01 189.98412360677798
2018-12-01 190.47273815964698
2019-01-01 190.14946567182300
2019-02-01 190.32978698816800
2019-03-01 190.59449027993900
2019-04-01 190.92144641930700
2019-05-01 191.53590773288400
2019-06-01 192.02292463582000
2019-07-01 192.73211508929500
2019-08-01 193.26864120931500
2019-09-01 193.34593990504902
2019-10-01 193.10792711535498
2019-11-01 193.51507556733500
2019-12-01 193.47784993616798
2020-01-01 195.19032576947300
2020-02-01 194.66451444514400
2020-03-01 193.50390815760602
2020-04-01 169.28876755473200
2020-05-01 177.12419196206500
2020-06-01 181.17547498160198
2020-07-01 183.98291001622700
2020-08-01 185.21448630173802
2020-09-01 186.84149094821203
2020-10-01 187.84198248405500
2020-11-01 188.46913681321900
2020-12-01 189.67788453897597
2021-01-01 190.33500743665200
2021-02-01 191.06113308696500
2021-03-01 191.37075668641998
2021-04-01 190.91045876343800
2021-05-01 191.07471611252400
2021-06-01 191.64459283519000
2021-07-01 192.12985905516499
2021-08-01 191.60941231912898
2021-09-01 191.65188492729598
2021-10-01 192.51672433682097
2021-11-01 193.12281086888500
2021-12-01 193.29132628968898
2022-01-01 193.67585498478002
2022-02-01 193.49648139832698
2022-03-01 194.28967560633097
2022-04-01 195.40236391171400
2022-05-01 195.62193944422800
2022-06-01 195.34339174038800
2022-07-01 196.19390778769100
2022-08-01 197.28373694678700
2022-09-01 197.02280657045600
2022-10-01 198.12475169387199
2022-11-01 199.09941823609200
2022-12-01 199.64010164423098
2023-01-01 200.05912565759900
2023-02-01 200.97576675751301
2023-03-01 201.93475269954800
2023-04-01 202.94938601331200
2023-05-01 204.42281869912300
2023-06-01 206.13379168032600
2023-07-01 205.78800799831902
2023-08-01 205.41203447998902
2023-09-01 207.09480193308200
2023-10-01 206.84606590289798
2023-11-01 206.57478693902500
2023-12-01 206.56637207039398
2024-01-01 207.90267840028100
2024-02-01 209.36647293682597
2024-03-01 208.37911058242200
2024-04-01 209.18994613046797
2024-05-01 208.64471912138700
2024-06-01 208.88935192197700
2024-07-01 208.07907010581002
2024-08-01 209.27887797431500
2024-09-01 213.29033759262902
2024-10-01 211.62439043267398
2024-11-01 212.37811033731097

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