Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Phoenix-Mesa-Scottsdale, AZ (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Phoenix-Mesa-Scottsdale, AZ (MSA)
Series ID PHOE004EDUH
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 6:12 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 88.31845625350469
1990-02-01 89.04628278404020
1990-03-01 89.98050295256250
1990-04-01 91.45346485648090
1990-05-01 91.72862041667759
1990-06-01 91.92589346273270
1990-07-01 91.22449499585930
1990-08-01 91.32320994023729
1990-09-01 91.43119469392320
1990-10-01 91.86628574925330
1990-11-01 92.17309812355758
1990-12-01 91.91452473699971
1991-01-01 94.48349810921850
1991-02-01 94.47639214804991
1991-03-01 95.02348099963360
1991-04-01 94.46342788272649
1991-05-01 94.84310797255350
1991-06-01 95.23255689766609
1991-07-01 95.49358799438059
1991-08-01 96.00025438368210
1991-09-01 95.72561689229370
1991-10-01 97.06189335767891
1991-11-01 97.44225818642830
1991-12-01 97.75658230025341
1992-01-01 98.05826585533870
1992-02-01 97.75956432582491
1992-03-01 98.41914191144780
1992-04-01 99.38033627692560
1992-05-01 99.96105545217550
1992-06-01 100.16560072116800
1992-07-01 101.20224054424000
1992-08-01 101.39769132918200
1992-09-01 101.41439146406200
1992-10-01 101.36716865639500
1992-11-01 101.43495389124100
1992-12-01 102.47355521909701
1993-01-01 102.74612960304300
1993-02-01 103.41259327204300
1993-03-01 103.27106522135200
1993-04-01 104.41567300533501
1993-05-01 104.77462968321501
1993-06-01 105.23001626324900
1993-07-01 106.06520518957599
1993-08-01 105.75843578834600
1993-09-01 106.79111912702100
1993-10-01 107.07234989706600
1993-11-01 107.38793452587600
1993-12-01 107.68354682443399
1994-01-01 105.60535520699200
1994-02-01 106.37722716056900
1994-03-01 106.60583281612000
1994-04-01 106.26676373436900
1994-05-01 106.51071871273500
1994-06-01 107.30923798557700
1994-07-01 107.42045495625099
1994-08-01 108.20852252139099
1994-09-01 108.65664222340000
1994-10-01 109.25321166288900
1994-11-01 109.81910972801701
1994-12-01 110.40816411454700
1995-01-01 110.86469503929500
1995-02-01 111.67867976288400
1995-03-01 112.42589450799500
1995-04-01 113.50449565862600
1995-05-01 114.07957217149901
1995-06-01 115.11408336843200
1995-07-01 114.18671372385100
1995-08-01 114.56292071338301
1995-09-01 115.24167864285900
1995-10-01 116.78093140539500
1995-11-01 116.76733624574100
1995-12-01 117.68960412447399
1996-01-01 118.09975105852800
1996-02-01 118.62751943722799
1996-03-01 119.45564293507200
1996-04-01 119.65069133586799
1996-05-01 120.99669847094900
1996-06-01 121.19774028883800
1996-07-01 122.34016180076200
1996-08-01 123.63947635715900
1996-09-01 124.34288301492599
1996-10-01 123.78847031209101
1996-11-01 125.19350982706301
1996-12-01 125.15977298045999
1997-01-01 126.21296087247102
1997-02-01 126.52467120946301
1997-03-01 126.82717898110901
1997-04-01 127.00656971504299
1997-05-01 127.20802272685800
1997-06-01 127.47413186838600
1997-07-01 125.56133098069100
1997-08-01 125.94466018474701
1997-09-01 126.75342787144100
1997-10-01 127.16228048099899
1997-11-01 127.63507109435699
1997-12-01 128.11645838874700
1998-01-01 128.04152937488900
1998-02-01 128.87138880155800
1998-03-01 129.69751364573000
1998-04-01 131.02155547014700
1998-05-01 131.11231754659500
1998-06-01 131.76973761013100
1998-07-01 132.70612681344300
1998-08-01 133.21512066050800
1998-09-01 133.45590927319500
1998-10-01 134.65636797440100
1998-11-01 134.99615061942700
1998-12-01 135.55734024697700
1999-01-01 135.68764555368100
1999-02-01 135.89406751660700
1999-03-01 136.17534468377600
1999-04-01 135.22075056313400
1999-05-01 135.63894357957400
1999-06-01 136.79088900182398
1999-07-01 137.64823196854200
1999-08-01 137.50445758731300
1999-09-01 138.10372531706700
1999-10-01 138.47698435362800
1999-11-01 139.13258541393700
1999-12-01 139.48369927203600
2000-01-01 136.98151518561800
2000-02-01 137.75882957915600
2000-03-01 138.47780694623700
2000-04-01 138.54893854584400
2000-05-01 139.27853278222100
2000-06-01 139.37138457027500
2000-07-01 139.73313001823400
2000-08-01 140.19481410719700
2000-09-01 140.55214596437700
2000-10-01 140.39776871517300
2000-11-01 140.41902635387200
2000-12-01 141.77285550779500
2001-01-01 142.50126328926300
2001-02-01 143.02606949130399
2001-03-01 143.92851736958000
2001-04-01 144.53282254707400
2001-05-01 144.70854774187100
2001-06-01 145.99282273178800
2001-07-01 145.37667938812100
2001-08-01 147.41006432999500
2001-09-01 148.21596147430000
2001-10-01 148.85176659997998
2001-11-01 149.32618937992400
2001-12-01 151.02787160823300
2002-01-01 152.37735594871500
2002-02-01 152.91154519815600
2002-03-01 153.57602349142200
2002-04-01 153.96901920082200
2002-05-01 155.61641721658302
2002-06-01 156.48416012968400
2002-07-01 156.36747228392000
2002-08-01 157.94570959650600
2002-09-01 158.14303708400500
2002-10-01 160.16380581026900
2002-11-01 161.41051102041900
2002-12-01 161.98162187228900
2003-01-01 162.61660623903500
2003-02-01 163.40886061075100
2003-03-01 163.89718052623100
2003-04-01 165.80920767142100
2003-05-01 166.32121920368900
2003-06-01 166.86511402593100
2003-07-01 168.11614559627500
2003-08-01 168.64924969425100
2003-09-01 169.47814481229100
2003-10-01 169.85681270549600
2003-11-01 170.39443767119000
2003-12-01 171.06018643619700
2004-01-01 172.57147674474600
2004-02-01 173.35982920896402
2004-03-01 173.94195560373500
2004-04-01 176.03203051513802
2004-05-01 176.63052576142200
2004-06-01 177.84825956091598
2004-07-01 178.56442952658298
2004-08-01 178.84407462718602
2004-09-01 179.54981471381200
2004-10-01 181.53583629849400
2004-11-01 182.04468801373002
2004-12-01 183.46859821926498
2005-01-01 181.05798881512700
2005-02-01 181.72990072559298
2005-03-01 184.33520543881698
2005-04-01 187.93800354624400
2005-05-01 189.22045917306100
2005-06-01 189.20467071031400
2005-07-01 189.51927487293800
2005-08-01 190.57049546654800
2005-09-01 191.29462278028802
2005-10-01 191.52252544496602
2005-11-01 192.33732686942002
2005-12-01 192.86132742641500
2006-01-01 195.09336873693500
2006-02-01 196.15072345577100
2006-03-01 198.07630301082500
2006-04-01 199.03602866911203
2006-05-01 200.00081035690700
2006-06-01 201.11531644049802
2006-07-01 202.78359197653600
2006-08-01 203.82373619529500
2006-09-01 204.52812889312000
2006-10-01 204.26357907718702
2006-11-01 205.13684172413897
2006-12-01 206.96529341624200
2007-01-01 206.77857186559700
2007-02-01 208.48752989175802
2007-03-01 209.64861728862599
2007-04-01 208.38723692891300
2007-05-01 209.01030166252800
2007-06-01 211.96452237279000
2007-07-01 211.78820797401298
2007-08-01 212.90196556016102
2007-09-01 213.87467815758498
2007-10-01 216.17644122103500
2007-11-01 216.23264738607602
2007-12-01 217.02710920960300
2008-01-01 217.89528967745400
2008-02-01 219.65123324463403
2008-03-01 220.28588764884202
2008-04-01 222.00038306498502
2008-05-01 223.07137659608800
2008-06-01 224.18133751241700
2008-07-01 225.19116862639802
2008-08-01 225.45732368501800
2008-09-01 226.40180863930598
2008-10-01 226.34530571889000
2008-11-01 227.09168654973900
2008-12-01 228.54643339386000
2009-01-01 227.48337509153900
2009-02-01 227.85208789956297
2009-03-01 228.26550246352900
2009-04-01 229.21030539469400
2009-05-01 230.07529795585498
2009-06-01 231.06952530201000
2009-07-01 231.77128392825801
2009-08-01 232.45133192905600
2009-09-01 232.61883885743100
2009-10-01 234.76231464871600
2009-11-01 235.97153190417998
2009-12-01 237.11785598303200
2010-01-01 238.37366533934897
2010-02-01 237.87931748927700
2010-03-01 239.06635365856300
2010-04-01 239.31054029936200
2010-05-01 240.28812207406102
2010-06-01 241.42166302862597
2010-07-01 242.63923331001800
2010-08-01 243.63597526620600
2010-09-01 243.71216026454601
2010-10-01 246.73543707646900
2010-11-01 247.38547696149600
2010-12-01 246.18691061233798
2011-01-01 246.68573301779500
2011-02-01 247.07550737645698
2011-03-01 247.78224949957502
2011-04-01 248.83372463047200
2011-05-01 250.14294285917100
2011-06-01 249.17314856664800
2011-07-01 250.53710890520802
2011-08-01 251.44036070324100
2011-09-01 253.20742773367698
2011-10-01 253.42001654352800
2011-11-01 254.02604732464403
2011-12-01 254.84988005167702
2012-01-01 255.69207334389400
2012-02-01 256.75699228878800
2012-03-01 257.27437193073400
2012-04-01 257.52718713686100
2012-05-01 258.15439983670103
2012-06-01 258.64889845682100
2012-07-01 257.78916794429000
2012-08-01 259.21214929770696
2012-09-01 259.82730800348600
2012-10-01 260.26363121526197
2012-11-01 260.89772715034303
2012-12-01 262.27495773191600
2013-01-01 261.01291103830100
2013-02-01 262.18588427506200
2013-03-01 264.08949911712900
2013-04-01 264.12276058772800
2013-05-01 263.96829396533500
2013-06-01 263.87151798129300
2013-07-01 264.09456305141000
2013-08-01 264.98339277652200
2013-09-01 265.35281986782700
2013-10-01 264.60484551359900
2013-11-01 265.89510921334100
2013-12-01 266.00599872077400
2014-01-01 267.70218147022300
2014-02-01 268.11291539092600
2014-03-01 268.63310587836800
2014-04-01 269.32239569061903
2014-05-01 270.33608555565496
2014-06-01 271.69849750463800
2014-07-01 272.59942134988000
2014-08-01 273.81449131100600
2014-09-01 273.90004055642800
2014-10-01 275.84292788625000
2014-11-01 276.71039084996100
2014-12-01 278.14971111644700
2015-01-01 278.74111864074200
2015-02-01 280.30237479739200
2015-03-01 281.03004850154200
2015-04-01 282.25640908571200
2015-05-01 283.86409671493900
2015-06-01 285.23193430787000
2015-07-01 287.76051049118803
2015-08-01 288.08489740314800
2015-09-01 287.75524846016200
2015-10-01 290.87773371562304
2015-11-01 291.63101537517500
2015-12-01 292.03460454736900
2016-01-01 292.72274153014600
2016-02-01 292.72858112436100
2016-03-01 293.99175906298400
2016-04-01 295.22864759239496
2016-05-01 295.74970334235300
2016-06-01 296.47098341053100
2016-07-01 298.87431199047796
2016-08-01 299.46233781722300
2016-09-01 301.45208285951100
2016-10-01 301.63725460779096
2016-11-01 302.84936984858900
2016-12-01 304.24618795467100
2017-01-01 305.44337762080000
2017-02-01 306.90495216986200
2017-03-01 308.75520867474300
2017-04-01 310.07188064272900
2017-05-01 311.44897477260600
2017-06-01 313.64948973809203
2017-07-01 313.39260848645800
2017-08-01 313.63776855206500
2017-09-01 314.96933669211300
2017-10-01 316.19411132754900
2017-11-01 316.97736633457300
2017-12-01 318.60445919921600
2018-01-01 319.90346262801800
2018-02-01 321.54613878309700
2018-03-01 323.76668095053395
2018-04-01 323.44066571236000
2018-05-01 324.08975702403900
2018-06-01 322.24751963337700
2018-07-01 324.36889852102297
2018-08-01 327.18992440270900
2018-09-01 328.20476250818700
2018-10-01 329.29256047014303
2018-11-01 330.92016340541500
2018-12-01 331.90444588210600
2019-01-01 332.85466795803200
2019-02-01 334.86975764714003
2019-03-01 335.73486980601600
2019-04-01 337.23056566353900
2019-05-01 339.43118376547000
2019-06-01 337.39874413799300
2019-07-01 337.62795505285703
2019-08-01 343.07973985005697
2019-09-01 344.43322748250700
2019-10-01 344.78018560225405
2019-11-01 347.22220459000100
2019-12-01 348.90559975499000
2020-01-01 354.18020418339796
2020-02-01 352.23406284603700
2020-03-01 352.23458188769797
2020-04-01 315.43957297788900
2020-05-01 325.36516094530300
2020-06-01 332.01438355786100
2020-07-01 331.35716476809900
2020-08-01 332.67239574755500
2020-09-01 334.07541872710704
2020-10-01 337.64801630730096
2020-11-01 338.75485897332700
2020-12-01 341.69391803830000
2021-01-01 340.26620167056700
2021-02-01 341.36856300449600
2021-03-01 343.00292361056600
2021-04-01 345.54411151982200
2021-05-01 345.35206227857300
2021-06-01 347.63964469478000
2021-07-01 348.60021382741800
2021-08-01 348.42954033257300
2021-09-01 348.77158860205003
2021-10-01 349.94008001238296
2021-11-01 350.19310088411004
2021-12-01 351.40011881352206
2022-01-01 355.17033619539905
2022-02-01 356.89483155503100
2022-03-01 357.82782442221500
2022-04-01 359.96769463448896
2022-05-01 362.55368531561500
2022-06-01 363.70769183590600
2022-07-01 366.54250272707100
2022-08-01 368.56227748347200
2022-09-01 370.81565186701897
2022-10-01 371.89396582169300
2022-11-01 373.90063871770700
2022-12-01 375.42513622051000
2023-01-01 377.54002227242100
2023-02-01 380.15346088953100
2023-03-01 383.36995137822197
2023-04-01 384.37361631341200
2023-05-01 384.66456041522800
2023-06-01 389.46564179370300
2023-07-01 393.81835369749604
2023-08-01 395.50992684017900
2023-09-01 398.32077439239600
2023-10-01 400.86954416803496
2023-11-01 402.76036376439100
2023-12-01 405.92052201138400
2024-01-01 406.78132887980000
2024-02-01 407.52104106659000
2024-03-01 410.19307611850600
2024-04-01 412.59218856100900
2024-05-01 415.62064826381400
2024-06-01 418.49686698697195
2024-07-01 416.91320481071200
2024-08-01 420.11103733428297
2024-09-01 422.56663436054197
2024-10-01 424.69776677698997
2024-11-01 427.78452723907000

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