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

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

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 2024-05-01
Last Updated 2024-06-26 5:51 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 88.31907030389580
1990-02-01 89.04681934441521
1990-03-01 89.98089586253320
1990-04-01 91.45349270548391
1990-05-01 91.72878453514540
1990-06-01 91.92593336411680
1990-07-01 91.22431866269280
1990-08-01 91.32303937089941
1990-09-01 91.43106017344380
1990-10-01 91.86602781010829
1990-11-01 92.17259072542620
1990-12-01 91.91401969336441
1991-01-01 94.48410927078570
1991-02-01 94.47691869347970
1991-03-01 95.02387847246290
1991-04-01 94.46346778464199
1991-05-01 94.84326617087099
1991-06-01 95.23259494008270
1991-07-01 95.49340921233000
1991-08-01 96.00008836709070
1991-09-01 95.72549865555800
1991-10-01 97.06165694595508
1991-11-01 97.44178361800259
1991-12-01 97.75610034407042
1992-01-01 98.05880210120140
1992-02-01 97.76002239894670
1992-03-01 98.41950096125600
1992-04-01 99.38040856454320
1992-05-01 99.96119844179320
1992-06-01 100.16565299689600
1992-07-01 101.20203586985800
1992-08-01 101.39753035829399
1992-09-01 101.41429337332200
1992-10-01 101.36698089361401
1992-11-01 101.43456792179701
1992-12-01 102.47320552712799
1993-01-01 102.74650529361200
1993-02-01 103.41295033047399
1993-03-01 103.27136154014099
1993-04-01 104.41577217352600
1993-05-01 104.77473505166200
1993-06-01 105.23015268820299
1993-07-01 106.06496537506399
1993-08-01 105.75826767371400
1993-09-01 106.79104240763901
1993-10-01 107.07223488675601
1993-11-01 107.38762347241301
1993-12-01 107.68332528947100
1994-01-01 105.60556192927400
1994-02-01 106.37745626995199
1994-03-01 106.60605879034100
1994-04-01 106.26687970050699
1994-05-01 106.51081281729799
1994-06-01 107.30953074549600
1994-07-01 107.42012557308700
1994-08-01 108.20831870817499
1994-09-01 108.65658234170200
1994-10-01 109.25316633197300
1994-11-01 109.81889639215700
1994-12-01 110.40804712709401
1995-01-01 110.86477115150600
1995-02-01 111.67881084755899
1995-03-01 112.42606577254300
1995-04-01 113.50460365741800
1995-05-01 114.07968448047800
1995-06-01 115.11454571760099
1995-07-01 114.18630726845000
1995-08-01 114.56266789565599
1995-09-01 115.24161404671699
1995-10-01 116.78093084531700
1995-11-01 116.76718004517500
1995-12-01 117.68950269298901
1996-01-01 118.09978677675000
1996-02-01 118.62758705124600
1996-03-01 119.45578593539500
1996-04-01 119.65078801953399
1996-05-01 120.99686772834900
1996-06-01 121.19830462274700
1996-07-01 122.33963370808100
1996-08-01 123.63919402938400
1996-09-01 124.34280874932399
1996-10-01 123.78848648957200
1996-11-01 125.19343435939501
1996-12-01 125.15975107398200
1997-01-01 126.21291857583599
1997-02-01 126.52468578925900
1997-03-01 126.82730424893101
1997-04-01 127.00664966858400
1997-05-01 127.20820797498699
1997-06-01 127.47469352081500
1997-07-01 125.56078630448700
1997-08-01 125.94439541730101
1997-09-01 126.75336216035000
1997-10-01 127.16232014153401
1997-11-01 127.63506036680500
1997-12-01 128.11653886836000
1998-01-01 128.04141545746100
1998-02-01 128.87134500616900
1998-03-01 129.69761956946502
1998-04-01 131.02161665511400
1998-05-01 131.11250722319000
1998-06-01 131.77019305590900
1998-07-01 132.70554687236200
1998-08-01 133.21490540827900
1998-09-01 133.45587141746300
1998-10-01 134.65643530799102
1998-11-01 134.99627372729500
1998-12-01 135.55752948894800
1999-01-01 135.68747410257401
1999-02-01 135.89395500688101
1999-03-01 136.17538730959900
1999-04-01 135.22075240341000
1999-05-01 135.63908417348500
1999-06-01 136.79115667550300
1999-07-01 137.64776350475600
1999-08-01 137.50432291527100
1999-09-01 138.10375167453898
1999-10-01 138.47707052899202
1999-11-01 139.13282987012500
1999-12-01 139.48394807514700
2000-01-01 136.98135371273702
2000-02-01 137.75866761647100
2000-03-01 138.47774957196500
2000-04-01 138.54884610825900
2000-05-01 139.27858289844200
2000-06-01 139.37148272500200
2000-07-01 139.73279902360500
2000-08-01 140.19484379839100
2000-09-01 140.55231124521700
2000-10-01 140.39788205735900
2000-11-01 140.41923854075000
2000-12-01 141.77302212673900
2001-01-01 142.50116932340100
2001-02-01 143.02617092944200
2001-03-01 143.92771402342100
2001-04-01 144.53294397184200
2001-05-01 144.70858954321199
2001-06-01 145.99282367771100
2001-07-01 145.37652324497802
2001-08-01 147.41036909432898
2001-09-01 148.21633232920600
2001-10-01 148.85179171359900
2001-11-01 149.32618447300300
2001-12-01 151.02779744999900
2002-01-01 152.37721967272600
2002-02-01 152.91155903723700
2002-03-01 153.57632801996002
2002-04-01 153.96850328864100
2002-05-01 155.61578269864100
2002-06-01 156.48387818911100
2002-07-01 156.36752344190700
2002-08-01 157.94629187789698
2002-09-01 158.14393538067400
2002-10-01 160.16473928396000
2002-11-01 161.41180865067700
2002-12-01 161.97717225560300
2003-01-01 162.61796149332800
2003-02-01 163.40959713551400
2003-03-01 163.89877510721200
2003-04-01 165.80749188175600
2003-05-01 166.31942267189900
2003-06-01 166.86397340149202
2003-07-01 168.11609813541600
2003-08-01 168.65036586684800
2003-09-01 169.48010103147800
2003-10-01 169.85927888549200
2003-11-01 170.39776315402500
2003-12-01 171.05106870128700
2004-01-01 172.57419811626100
2004-02-01 173.36151437415000
2004-03-01 173.94795340108700
2004-04-01 176.02589759599500
2004-05-01 176.62365779348500
2004-06-01 177.84784046219698
2004-07-01 178.56470583939400
2004-08-01 178.84472589799400
2004-09-01 179.55110587704600
2004-10-01 181.54804667975299
2004-11-01 182.04841578071100
2004-12-01 183.45309627574798
2005-01-01 181.06220871488300
2005-02-01 181.73311088929300
2005-03-01 184.34322483923400
2005-04-01 187.92737318999298
2005-05-01 189.20822602304798
2005-06-01 189.20491833845800
2005-07-01 189.51962941404000
2005-08-01 190.57092760884498
2005-09-01 191.29537302674302
2005-10-01 191.54502534925700
2005-11-01 192.34028641774103
2005-12-01 192.84420039306000
2006-01-01 195.09723557708500
2006-02-01 196.15400219732200
2006-03-01 198.08723537813202
2006-04-01 199.02018099399600
2006-05-01 199.98274638225500
2006-06-01 201.11678094969898
2006-07-01 202.78442832380200
2006-08-01 203.82361920818100
2006-09-01 204.52794569973702
2006-10-01 204.29774255966598
2006-11-01 205.13878094639500
2006-12-01 206.94601397561797
2007-01-01 206.78221836336000
2007-02-01 208.49052548920700
2007-03-01 209.65726810846297
2007-04-01 208.37023278035500
2007-05-01 208.99138722641200
2007-06-01 211.96576534181200
2007-07-01 211.78888613894200
2007-08-01 212.90231032640000
2007-09-01 213.87511871746898
2007-10-01 216.21261401195200
2007-11-01 216.23370221201500
2007-12-01 217.01274307452800
2008-01-01 217.89671816691900
2008-02-01 219.65278561809500
2008-03-01 220.29267376235400
2008-04-01 221.98325425342497
2008-05-01 223.05228383403000
2008-06-01 224.18361696689500
2008-07-01 225.19228006831500
2008-08-01 225.45738231995497
2008-09-01 226.40145910706102
2008-10-01 226.38159516713100
2008-11-01 227.09027373031103
2008-12-01 228.53700380752000
2009-01-01 227.48299661943800
2009-02-01 227.85229349479400
2009-03-01 228.26678743637000
2009-04-01 229.19824089461800
2009-05-01 230.06212215786500
2009-06-01 231.07089192139200
2009-07-01 231.77212154809100
2009-08-01 232.45211724545700
2009-09-01 232.61946560163898
2009-10-01 234.78754258018100
2009-11-01 235.96968946487900
2009-12-01 237.11537649733200
2010-01-01 238.37145489705398
2010-02-01 237.87769705622500
2010-03-01 239.06566397933000
2010-04-01 239.30328956415002
2010-05-01 240.28063040876000
2010-06-01 241.42217162232800
2010-07-01 242.64001245569900
2010-08-01 243.63701286617402
2010-09-01 243.71341976497501
2010-10-01 246.74954673466598
2010-11-01 247.38489436768200
2010-12-01 246.18557523055500
2011-01-01 246.68417997954300
2011-02-01 247.07359118883900
2011-03-01 247.77985571044100
2011-04-01 248.83150783651698
2011-05-01 250.14144112218898
2011-06-01 249.17218434277902
2011-07-01 250.53730338986300
2011-08-01 251.44175843648603
2011-09-01 253.20964152160500
2011-10-01 253.42206729858300
2011-11-01 254.02727652465902
2011-12-01 254.84993383574601
2012-01-01 255.69119804724100
2012-02-01 256.75585732177603
2012-03-01 257.27350956234800
2012-04-01 257.52645275702200
2012-05-01 258.15389808389900
2012-06-01 258.64865155150000
2012-07-01 257.78936203351700
2012-08-01 259.21257546383700
2012-09-01 259.82797822256197
2012-10-01 260.26421212250597
2012-11-01 260.89803415194200
2012-12-01 262.27496706261900
2013-01-01 261.01268553381000
2013-02-01 262.18567051236600
2013-03-01 264.08939154355596
2013-04-01 264.12260670124200
2013-05-01 263.96804769911097
2013-06-01 263.87124812599700
2013-07-01 264.09454982549300
2013-08-01 264.98345452892200
2013-09-01 265.35308929640600
2013-10-01 264.60508411353700
2013-11-01 265.89515884760397
2013-12-01 266.00601487861303
2014-01-01 267.70201633756800
2014-02-01 268.11272216975800
2014-03-01 268.63320251245500
2014-04-01 269.32285688045000
2014-05-01 270.33673182403703
2014-06-01 271.69655845311200
2014-07-01 272.59998364697900
2014-08-01 273.81478908115900
2014-09-01 273.90047602546800
2014-10-01 275.84337410064700
2014-11-01 276.71027382912104
2014-12-01 278.14920665878200
2015-01-01 278.73995803882100
2015-02-01 280.30139491499597
2015-03-01 281.02857804160600
2015-04-01 282.25902780069400
2015-05-01 283.86787674298700
2015-06-01 285.22871581938000
2015-07-01 287.76208527837800
2015-08-01 288.08546259927397
2015-09-01 287.75552535169896
2015-10-01 290.87842395985200
2015-11-01 291.63028791914200
2015-12-01 292.03234562228000
2016-01-01 292.71990675069100
2016-02-01 292.72577037463503
2016-03-01 293.98555841960200
2016-04-01 295.22809774977100
2016-05-01 295.77501827021200
2016-06-01 296.46450940425600
2016-07-01 298.87379971711800
2016-08-01 299.46195981641200
2016-09-01 301.45163584804300
2016-10-01 301.63705889963600
2016-11-01 302.84743126345600
2016-12-01 304.24205690190104
2017-01-01 305.43863786032600
2017-02-01 306.89978915386297
2017-03-01 308.74298789979600
2017-04-01 310.06597287161300
2017-05-01 311.50330620913900
2017-06-01 313.64149154220700
2017-07-01 313.38869558256700
2017-08-01 313.63547334544300
2017-09-01 314.96708243230000
2017-10-01 316.19142730143400
2017-11-01 316.97260016892400
2017-12-01 318.60171974220400
2018-01-01 319.89599777277000
2018-02-01 321.53801207512300
2018-03-01 323.74990547653200
2018-04-01 323.42827957231900
2018-05-01 324.17400927362000
2018-06-01 322.23862006876600
2018-07-01 324.36122243503104
2018-08-01 327.18489981273300
2018-09-01 328.19993645501700
2018-10-01 329.28611464791000
2018-11-01 330.91152697708800
2018-12-01 331.90316642413000
2019-01-01 332.84414932009200
2019-02-01 334.86003696811100
2019-03-01 335.71970112453096
2019-04-01 337.22242794559200
2019-05-01 339.53195503577000
2019-06-01 337.39473221474900
2019-07-01 337.61561376292100
2019-08-01 343.06520256749000
2019-09-01 344.41818788581200
2019-10-01 344.76624049307503
2019-11-01 347.20920394663597
2019-12-01 348.90719689851300
2020-01-01 354.16996825164597
2020-02-01 352.22817058055200
2020-03-01 352.23116347918600
2020-04-01 315.44662190266104
2020-05-01 325.47739901591000
2020-06-01 332.02134523263700
2020-07-01 331.31821495288300
2020-08-01 332.63673956599700
2020-09-01 334.03701518724200
2020-10-01 337.62055002097500
2020-11-01 338.74280980148400
2020-12-01 341.70229612529000
2021-01-01 340.26636146580600
2021-02-01 341.37976681417800
2021-03-01 343.02251011677100
2021-04-01 345.57327523000100
2021-05-01 345.49154019393100
2021-06-01 347.72272881391900
2021-07-01 348.48102196022400
2021-08-01 348.30409378063797
2021-09-01 348.69264347043406
2021-10-01 349.87425277494400
2021-11-01 350.21851758252296
2021-12-01 351.43374272368000
2022-01-01 355.19635738061500
2022-02-01 356.93479532733500
2022-03-01 357.87390341653700
2022-04-01 360.01747411969103
2022-05-01 362.71348415201800
2022-06-01 363.91229694046900
2022-07-01 366.27169533992400
2022-08-01 368.32829778353994
2022-09-01 370.68915968881600
2022-10-01 371.78076842829300
2022-11-01 374.01129364411400
2022-12-01 375.48744685515900
2023-01-01 377.59734715140996
2023-02-01 380.22520147730500
2023-03-01 383.43852579522695
2023-04-01 384.43632526421800
2023-05-01 384.84566023765603
2023-06-01 389.82793296754800
2023-07-01 393.35803465705900
2023-08-01 395.13990447860100
2023-09-01 398.15488490161005
2023-10-01 400.69493468683896
2023-11-01 402.99572981549795
2023-12-01 406.01399876086197
2024-01-01 406.87022856771796
2024-02-01 407.61760436806900
2024-03-01 410.27252949593804
2024-04-01 412.65580549407100
2024-05-01 415.32332856259500

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