NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. 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 2024-03-01 Last Updated: 2024-04-20 6:04 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/PHOE004EDUHN). 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 88.31849428666060 1990-02-01 89.04631382686700 1990-03-01 89.98057962133720 1990-04-01 91.45359755784690 1990-05-01 91.72862930763560 1990-06-01 91.92589883541109 1990-07-01 91.22437827149099 1990-08-01 91.32317918971110 1990-09-01 91.43117596551659 1990-10-01 91.86625742033479 1990-11-01 92.17303874779871 1990-12-01 91.91447437949742 1991-01-01 94.48354708291642 1991-02-01 94.47642694612620 1991-03-01 95.02356528713720 1991-04-01 94.46355335179541 1991-05-01 94.84312181042830 1991-06-01 95.23256639108169 1991-07-01 95.49346359835890 1991-08-01 96.00021862778780 1991-09-01 95.72559919002840 1991-10-01 97.06186529851130 1991-11-01 97.44219665242201 1991-12-01 97.75651905521960 1992-01-01 98.05831737222330 1992-02-01 97.75960013481690 1992-03-01 98.41923602904730 1992-04-01 99.38044904039391 1992-05-01 99.96108668510060 1992-06-01 100.16565839729500 1992-07-01 101.20207166216998 1992-08-01 101.39764343120501 1992-09-01 101.41436816552000 1992-10-01 101.36715140076500 1992-11-01 101.43488510401501 1992-12-01 102.47347581976900 1993-01-01 102.74617409969500 1993-02-01 103.41263302896200 1993-03-01 103.27116548708700 1993-04-01 104.41576727485600 1993-05-01 104.77466643889099 1993-06-01 105.23023880784900 1993-07-01 106.06495792831200 1993-08-01 105.75833238724600 1993-09-01 106.79109038823200 1993-10-01 107.07235509261801 1993-11-01 107.38783013975402 1993-12-01 107.68344141996799 1994-01-01 105.60537406558100 1994-02-01 106.37726701121099 1994-03-01 106.60594237707899 1994-04-01 106.26685253627001 1994-05-01 106.51080364971500 1994-06-01 107.30973619176900 1994-07-01 107.42003569985000 1994-08-01 108.20831679215300 1994-09-01 108.65659720717400 1994-10-01 109.25323794364799 1994-11-01 109.81897249890500 1994-12-01 110.40803782465599 1995-01-01 110.86470056178601 1995-02-01 111.67872810131901 1995-03-01 112.42601597700300 1995-04-01 113.50458504302901 1995-05-01 114.07972350999000 1995-06-01 115.11485991132099 1995-07-01 114.18613709886101 1995-08-01 114.56258994340400 1995-09-01 115.24160296494699 1995-10-01 116.78096680429900 1995-11-01 116.76717648201600 1995-12-01 117.68947228642000 1996-01-01 118.09973884285000 1996-02-01 118.62756294553301 1996-03-01 119.45578837845200 1996-04-01 119.65079175504200 1996-05-01 120.99695592705200 1996-06-01 121.19868701685101 1996-07-01 122.33937025505399 1996-08-01 123.63906795364900 1996-09-01 124.34277262794201 1996-10-01 123.78850735955000 1996-11-01 125.19338656871900 1996-12-01 125.15973381479000 1997-01-01 126.21288499725401 1997-02-01 126.52468673420900 1997-03-01 126.82734244535400 1997-04-01 127.00665602702900 1997-05-01 127.20832018729901 1997-06-01 127.47508025280300 1997-07-01 125.56049283169200 1997-08-01 125.94425346238899 1997-09-01 126.75332279860300 1997-10-01 127.16233284174700 1997-11-01 127.63500772484100 1997-12-01 128.11653981253500 1998-01-01 128.04139169044600 1998-02-01 128.87135426425698 1998-03-01 129.69766422763100 1998-04-01 131.02162174448600 1998-05-01 131.11263721910402 1998-06-01 131.77051788179100 1998-07-01 132.70523549441400 1998-08-01 133.21478386092800 1998-09-01 133.45583662942900 1998-10-01 134.65644436909702 1998-11-01 134.99622791672599 1998-12-01 135.55756827888501 1999-01-01 135.68745221621600 1999-02-01 135.89396189945900 1999-03-01 136.17542900009400 1999-04-01 135.22074804973900 1999-05-01 135.63919789532300 1999-06-01 136.79135927429002 1999-07-01 137.64752454556998 1999-08-01 137.50424771645800 1999-09-01 138.10373176442200 1999-10-01 138.47708027883800 1999-11-01 139.13278745456302 1999-12-01 139.48400235728700 2000-01-01 136.98133376945100 2000-02-01 137.75866700108500 2000-03-01 138.47777779147000 2000-04-01 138.54884213945400 2000-05-01 139.27867438408300 2000-06-01 139.37157654014700 2000-07-01 139.73263363591698 2000-08-01 140.19482867058800 2000-09-01 140.55230596586800 2000-10-01 140.39789133915100 2000-11-01 140.41919505872500 2000-12-01 141.77307271601500 2001-01-01 142.50113540730100 2001-02-01 143.02615897757100 2001-03-01 143.92774048536800 2001-04-01 144.53295001347700 2001-05-01 144.70864595241800 2001-06-01 145.99286418522800 2001-07-01 145.37645028493300 2001-08-01 147.41038725951600 2001-09-01 148.21634030696100 2001-10-01 148.85179747243800 2001-11-01 149.32611437070600 2001-12-01 151.02780159302500 2002-01-01 152.37715430804900 2002-02-01 152.91152144542800 2002-03-01 153.57640186588100 2002-04-01 153.96854799834700 2002-05-01 155.61583838203200 2002-06-01 156.48392281439502 2002-07-01 156.36749729707302 2002-08-01 157.94631571230800 2002-09-01 158.14393864444600 2002-10-01 160.16472215665200 2002-11-01 161.41170378098900 2002-12-01 161.97712858037900 2003-01-01 162.61785610354900 2003-02-01 163.40953565660300 2003-03-01 163.89892105757700 2003-04-01 165.80758423272900 2003-05-01 166.31949733631200 2003-06-01 166.86402969472900 2003-07-01 168.11612100707600 2003-08-01 168.65037872416100 2003-09-01 169.48008275976602 2003-10-01 169.85922690044600 2003-11-01 170.39763172806800 2003-12-01 171.05097548786000 2004-01-01 172.57405565479800 2004-02-01 173.36143048316500 2004-03-01 173.94817165299000 2004-04-01 176.02605071372002 2004-05-01 176.62377014312200 2004-06-01 177.84790754716800 2004-07-01 178.56473202224203 2004-08-01 178.84472662014198 2004-09-01 179.55106715291802 2004-10-01 181.54794364460400 2004-11-01 182.04827914503701 2004-12-01 183.45299470999802 2005-01-01 181.06204628388800 2005-02-01 181.73302173664400 2005-03-01 184.34346651230499 2005-04-01 187.92756873870900 2005-05-01 189.20836519523900 2005-06-01 189.20498685315200 2005-07-01 189.51965332955700 2005-08-01 190.57091634851798 2005-09-01 191.29532327118000 2005-10-01 191.54489042325600 2005-11-01 192.34016148347402 2005-12-01 192.84410503804600 2006-01-01 195.09707145575902 2006-02-01 196.15390828328097 2006-03-01 198.08747995235300 2006-04-01 199.02039738366900 2006-05-01 199.98289129849900 2006-06-01 201.11683618344800 2006-07-01 202.78444029822103 2006-08-01 203.82359492629700 2006-09-01 204.52789283691700 2006-10-01 204.29758928247600 2006-11-01 205.13867834078000 2006-12-01 206.94595501327900 2007-01-01 206.78209263705600 2007-02-01 208.49045796756400 2007-03-01 209.65744925026402 2007-04-01 208.37042258841400 2007-05-01 208.99151288503700 2007-06-01 211.96580486933100 2007-07-01 211.78888719725300 2007-08-01 212.90228283672600 2007-09-01 213.87506838229900 2007-10-01 216.21247676029301 2007-11-01 216.23363509220002 2007-12-01 217.01271317261600 2008-01-01 217.89664646697202 2008-02-01 219.65274999529400 2008-03-01 220.29277308261500 2008-04-01 221.98340374732600 2008-05-01 223.05238317425201 2008-06-01 224.18363224260398 2008-07-01 225.19227161955800 2008-08-01 225.45735857585400 2008-09-01 226.40141960485298 2008-10-01 226.38148228367000 2008-11-01 227.09024709857400 2008-12-01 228.53700216036998 2009-01-01 227.48297774955200 2009-02-01 227.85229104738700 2009-03-01 228.26681021918400 2009-04-01 229.19832298762300 2009-05-01 230.06218279662300 2009-06-01 231.07089206063300 2009-07-01 231.77211441722700 2009-08-01 232.45210349359100 2009-09-01 232.61943937588100 2009-10-01 234.78747869499500 2009-11-01 235.96969074253502 2009-12-01 237.11538413321202 2010-01-01 238.37145988208198 2010-02-01 237.87770341945000 2010-03-01 239.06564113356400 2010-04-01 239.30332858032298 2010-05-01 240.28066152253900 2010-06-01 241.42216232364100 2010-07-01 242.64001005580200 2010-08-01 243.63700569035900 2010-09-01 243.71340044260500 2010-10-01 246.74954521064097 2010-11-01 247.38489945815600 2010-12-01 246.18559491278200 2011-01-01 246.68419043088298 2011-02-01 247.07360010897997 2011-03-01 247.77978876907503 2011-04-01 248.83151313090600 2011-05-01 250.14145064344700 2011-06-01 249.17217782490002 2011-07-01 250.53731246344398 2011-08-01 251.44176112984903 2011-09-01 253.20962791971803 2011-10-01 253.42212735112500 2011-11-01 254.02727508329300 2011-12-01 254.84995671708700 2012-01-01 255.69120749272400 2012-02-01 256.75586242541200 2012-03-01 257.27339361179900 2012-04-01 257.52644516067800 2012-05-01 258.15388834418400 2012-06-01 258.64861728975700 2012-07-01 257.78940917606100 2012-08-01 259.21255845091497 2012-09-01 259.82801420375000 2012-10-01 260.26431698209300 2012-11-01 260.89806815898000 2012-12-01 262.27502240893000 2013-01-01 261.01268861444800 2013-02-01 262.18562179095200 2013-03-01 264.08919384298804 2013-04-01 264.12252516712700 2013-05-01 263.96798693869300 2013-06-01 263.87119722014300 2013-07-01 264.09468833671000 2013-08-01 264.98352092723400 2013-09-01 265.35332473891600 2013-10-01 264.60531944077000 2013-11-01 265.89525659007600 2013-12-01 266.00597657365700 2014-01-01 267.70165463259104 2014-02-01 268.11219327249404 2014-03-01 268.63273093668800 2014-04-01 269.32288470831100 2014-05-01 270.33707819698895 2014-06-01 271.69696111655300 2014-07-01 272.60049562063300 2014-08-01 273.81499533384800 2014-09-01 273.90099955299600 2014-10-01 275.84388544281400 2014-11-01 276.71026885112800 2014-12-01 278.14861551926800 2015-01-01 278.73852900604300 2015-02-01 280.29986242449297 2015-03-01 281.02551923590700 2015-04-01 282.26033928674900 2015-05-01 283.87040575351800 2015-06-01 285.23107328271900 2015-07-01 287.76342248042200 2015-08-01 288.08625587455504 2015-09-01 287.75631448581300 2015-10-01 290.87927617761700 2015-11-01 291.62971422404000 2015-12-01 292.02989349415697 2016-01-01 292.71617876736303 2016-02-01 292.72176090208800 2016-03-01 293.97708687622700 2016-04-01 295.22674725906100 2016-05-01 295.79232453187800 2016-06-01 296.46995676183800 2016-07-01 298.87430324946400 2016-08-01 299.46289850724600 2016-09-01 301.45264531408800 2016-10-01 301.63762945437100 2016-11-01 302.84556181400700 2016-12-01 304.23711205927100 2017-01-01 305.43107980075000 2017-02-01 306.89231613045200 2017-03-01 308.72640292166300 2017-04-01 310.05903500357700 2017-05-01 311.54397957386300 2017-06-01 313.65264113989100 2017-07-01 313.38834553211500 2017-08-01 313.63637947144700 2017-09-01 314.96782728405700 2017-10-01 316.19100127452100 2017-11-01 316.96918792299100 2017-12-01 318.59130814716497 2018-01-01 319.88452021522300 2018-02-01 321.52648371943100 2018-03-01 323.72667386868300 2018-04-01 323.41461054497400 2018-05-01 324.23933603597500 2018-06-01 322.25550990043300 2018-07-01 324.36036068068404 2018-08-01 327.18581235251600 2018-09-01 328.20094195739200 2018-10-01 329.28536117293800 2018-11-01 330.90755269594400 2018-12-01 331.88795558542300 2019-01-01 332.82745306420700 2019-02-01 334.84195995130500 2019-03-01 335.68904519332800 2019-04-01 337.20476348167000 2019-05-01 339.61153387972500 2019-06-01 337.41995038719200 2019-07-01 337.61905410717000 2019-08-01 343.06906066729800 2019-09-01 344.42205492050596 2019-10-01 344.76888594246300 2019-11-01 347.20803376992500 2019-12-01 348.88739425128700 2020-01-01 354.14450872279100 2020-02-01 352.19484776793700 2020-03-01 352.18715839410800 2020-04-01 315.42213503225400 2020-05-01 325.56468288114700 2020-06-01 332.05279583080800 2020-07-01 331.32960676774500 2020-08-01 332.64656521096500 2020-09-01 334.04903002426700 2020-10-01 337.63485642144400 2020-11-01 338.74981092717303 2020-12-01 341.68334190520800 2021-01-01 340.23576850338900 2021-02-01 341.33491659603500 2021-03-01 342.92276537315700 2021-04-01 345.51361051859000 2021-05-01 345.62798155788500 2021-06-01 347.76688477872200 2021-07-01 348.50100521205900 2021-08-01 348.32352617386596 2021-09-01 348.72242175840205 2021-10-01 349.91261964318903 2021-11-01 350.24650586103700 2021-12-01 351.42395091937600 2022-01-01 355.15918760088095 2022-02-01 356.86749379520500 2022-03-01 357.68067091465200 2022-04-01 359.90345551948600 2022-05-01 362.89819890547700 2022-06-01 363.97369286189500 2022-07-01 366.30523197089600 2022-08-01 368.36379207642200 2022-09-01 370.74522348207400 2022-10-01 371.85294919790300 2022-11-01 374.06805938071900 2022-12-01 375.49388541677900 2023-01-01 377.55566018191496 2023-02-01 380.13637577869600 2023-03-01 383.11880341000096 2023-04-01 384.23441772009200 2023-05-01 385.09964965892095 2023-06-01 389.91312195962100 2023-07-01 393.40667776233200 2023-08-01 395.19512535645800 2023-09-01 398.24171694521203 2023-10-01 400.80382191126296 2023-11-01 403.08739483142000 2023-12-01 406.04614145893200 2024-01-01 406.82725897584396 2024-02-01 407.50593389492800 2024-03-01 410.54628214452003