Table Data - All Employees: Education and Health Services: Private Education and Health Services in Phoenix-Mesa-Chandler, AZ (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Phoenix-Mesa-Chandler, 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 2026-09-01 |
| Last Updated | 2026-10-20 9:50 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 | 88.3330330757 |
| 1990-02-01 | 89.0701401819 |
| 1990-03-01 | 89.9933962343 |
| 1990-04-01 | 91.4380826439 |
| 1990-05-01 | 91.7321806330 |
| 1990-06-01 | 91.9250179570 |
| 1990-07-01 | 91.2152211378 |
| 1990-08-01 | 91.3200009249 |
| 1990-09-01 | 91.4347457412 |
| 1990-10-01 | 91.8578920082 |
| 1990-11-01 | 92.1675150248 |
| 1990-12-01 | 91.8996385456 |
| 1991-01-01 | 94.4974717402 |
| 1991-02-01 | 94.4990666849 |
| 1991-03-01 | 95.0373415725 |
| 1991-04-01 | 94.4494221532 |
| 1991-05-01 | 94.8459764993 |
| 1991-06-01 | 95.2310823215 |
| 1991-07-01 | 95.4844026276 |
| 1991-08-01 | 95.9977085830 |
| 1991-09-01 | 95.7290286697 |
| 1991-10-01 | 97.0544096925 |
| 1991-11-01 | 97.4373769942 |
| 1991-12-01 | 97.7430658315 |
| 1992-01-01 | 98.0697884854 |
| 1992-02-01 | 97.7788810009 |
| 1992-03-01 | 98.4322462375 |
| 1992-04-01 | 99.3701228652 |
| 1992-05-01 | 99.9629092633 |
| 1992-06-01 | 100.1619796980 |
| 1992-07-01 | 101.1924652869 |
| 1992-08-01 | 101.3962701314 |
| 1992-09-01 | 101.4180051338 |
| 1992-10-01 | 101.3609260296 |
| 1992-11-01 | 101.4323701443 |
| 1992-12-01 | 102.4646828046 |
| 1993-01-01 | 102.7533343133 |
| 1993-02-01 | 103.4282781255 |
| 1993-03-01 | 103.2815624821 |
| 1993-04-01 | 104.4103449874 |
| 1993-05-01 | 104.7756699539 |
| 1993-06-01 | 105.2222642226 |
| 1993-07-01 | 106.0558812354 |
| 1993-08-01 | 105.7590202857 |
| 1993-09-01 | 106.7937304921 |
| 1993-10-01 | 107.0677092081 |
| 1993-11-01 | 107.3889574897 |
| 1993-12-01 | 107.6798000006 |
| 1994-01-01 | 105.6092353183 |
| 1994-02-01 | 106.3869143267 |
| 1994-03-01 | 106.6141215247 |
| 1994-04-01 | 106.2651944044 |
| 1994-05-01 | 106.5105205179 |
| 1994-06-01 | 107.2964740182 |
| 1994-07-01 | 107.4132041118 |
| 1994-08-01 | 108.2115334267 |
| 1994-09-01 | 108.6585762115 |
| 1994-10-01 | 109.2506055040 |
| 1994-11-01 | 109.8228882225 |
| 1994-12-01 | 110.4095615972 |
| 1995-01-01 | 110.8669341049 |
| 1995-02-01 | 111.6839036350 |
| 1995-03-01 | 112.4312676606 |
| 1995-04-01 | 113.5030237509 |
| 1995-05-01 | 114.0783403484 |
| 1995-06-01 | 115.0971521065 |
| 1995-07-01 | 114.1825283567 |
| 1995-08-01 | 114.5676587187 |
| 1995-09-01 | 115.2429408941 |
| 1995-10-01 | 116.7805988239 |
| 1995-11-01 | 116.7731191911 |
| 1995-12-01 | 117.6936333086 |
| 1996-01-01 | 118.1034990076 |
| 1996-02-01 | 118.6304922611 |
| 1996-03-01 | 119.4602646266 |
| 1996-04-01 | 119.6425693308 |
| 1996-05-01 | 120.9933489358 |
| 1996-06-01 | 121.1797858805 |
| 1996-07-01 | 122.3399646324 |
| 1996-08-01 | 123.6437593384 |
| 1996-09-01 | 124.3454262543 |
| 1996-10-01 | 123.7905984229 |
| 1996-11-01 | 125.2008952933 |
| 1996-12-01 | 125.1662876641 |
| 1997-01-01 | 126.2182818612 |
| 1997-02-01 | 126.5282856950 |
| 1997-03-01 | 126.8301978242 |
| 1997-04-01 | 126.9906532950 |
| 1997-05-01 | 127.2015952034 |
| 1997-06-01 | 127.4566721944 |
| 1997-07-01 | 125.5643113351 |
| 1997-08-01 | 125.9462619992 |
| 1997-09-01 | 126.7541133747 |
| 1997-10-01 | 127.1633371061 |
| 1997-11-01 | 127.6565062403 |
| 1997-12-01 | 128.1223210454 |
| 1998-01-01 | 128.0468612170 |
| 1998-02-01 | 128.8752044775 |
| 1998-03-01 | 129.7010545382 |
| 1998-04-01 | 130.9976067147 |
| 1998-05-01 | 131.1016390251 |
| 1998-06-01 | 131.7554110389 |
| 1998-07-01 | 132.7087617190 |
| 1998-08-01 | 133.2124305605 |
| 1998-09-01 | 133.4518288819 |
| 1998-10-01 | 134.6528052994 |
| 1998-11-01 | 135.0446914442 |
| 1998-12-01 | 135.5575471488 |
| 1999-01-01 | 135.6975968687 |
| 1999-02-01 | 135.8967937559 |
| 1999-03-01 | 136.1790446093 |
| 1999-04-01 | 135.1887664880 |
| 1999-05-01 | 135.6284723219 |
| 1999-06-01 | 136.7831486528 |
| 1999-07-01 | 137.6391955519 |
| 1999-08-01 | 137.5012422381 |
| 1999-09-01 | 138.0816285008 |
| 1999-10-01 | 138.4706680945 |
| 1999-11-01 | 139.2109851283 |
| 1999-12-01 | 139.4809410962 |
| 2000-01-01 | 136.9999305540 |
| 2000-02-01 | 137.7653236582 |
| 2000-03-01 | 138.4852781331 |
| 2000-04-01 | 138.5106519932 |
| 2000-05-01 | 139.2671833549 |
| 2000-06-01 | 139.3652922524 |
| 2000-07-01 | 139.7049198465 |
| 2000-08-01 | 140.1867854735 |
| 2000-09-01 | 140.5099161903 |
| 2000-10-01 | 140.3901519206 |
| 2000-11-01 | 140.5153515275 |
| 2000-12-01 | 141.7757177779 |
| 2001-01-01 | 142.5396889411 |
| 2001-02-01 | 143.0456222369 |
| 2001-03-01 | 143.9444594530 |
| 2001-04-01 | 144.4940819279 |
| 2001-05-01 | 144.6924436767 |
| 2001-06-01 | 145.9746257443 |
| 2001-07-01 | 145.3187199895 |
| 2001-08-01 | 147.3921191183 |
| 2001-09-01 | 148.1463920052 |
| 2001-10-01 | 148.8407960541 |
| 2001-11-01 | 149.4353543095 |
| 2001-12-01 | 151.0504572791 |
| 2002-01-01 | 152.4476949889 |
| 2002-02-01 | 152.9493327683 |
| 2002-03-01 | 153.6627361960 |
| 2002-04-01 | 153.8958217740 |
| 2002-05-01 | 155.5898668539 |
| 2002-06-01 | 156.4207515038 |
| 2002-07-01 | 156.2729313930 |
| 2002-08-01 | 157.9064212605 |
| 2002-09-01 | 158.0584701942 |
| 2002-10-01 | 160.1523011273 |
| 2002-11-01 | 161.5230990996 |
| 2002-12-01 | 162.0311544470 |
| 2003-01-01 | 162.7299811610 |
| 2003-02-01 | 163.4730116693 |
| 2003-03-01 | 164.0679826494 |
| 2003-04-01 | 165.6955227357 |
| 2003-05-01 | 166.2799752429 |
| 2003-06-01 | 166.7464133870 |
| 2003-07-01 | 167.9808279947 |
| 2003-08-01 | 168.5887220923 |
| 2003-09-01 | 169.3821531858 |
| 2003-10-01 | 169.8513312818 |
| 2003-11-01 | 170.4924199462 |
| 2003-12-01 | 171.1416420570 |
| 2004-01-01 | 172.7201217864 |
| 2004-02-01 | 173.4471073210 |
| 2004-03-01 | 174.2111968006 |
| 2004-04-01 | 175.8715936325 |
| 2004-05-01 | 176.5740561372 |
| 2004-06-01 | 177.6705167449 |
| 2004-07-01 | 178.4056164128 |
| 2004-08-01 | 178.7627541180 |
| 2004-09-01 | 179.4706149850 |
| 2004-10-01 | 181.5259957418 |
| 2004-11-01 | 182.1262135799 |
| 2004-12-01 | 183.5742963359 |
| 2005-01-01 | 181.2217489850 |
| 2005-02-01 | 181.8332083687 |
| 2005-03-01 | 184.6367558949 |
| 2005-04-01 | 187.7738314676 |
| 2005-05-01 | 189.1522225991 |
| 2005-06-01 | 189.0007495228 |
| 2005-07-01 | 189.3578622075 |
| 2005-08-01 | 190.4801808629 |
| 2005-09-01 | 191.2364832778 |
| 2005-10-01 | 191.4998418737 |
| 2005-11-01 | 192.4069027952 |
| 2005-12-01 | 192.9658972446 |
| 2006-01-01 | 195.2515867482 |
| 2006-02-01 | 196.2497841578 |
| 2006-03-01 | 198.4017295002 |
| 2006-04-01 | 198.8699243238 |
| 2006-05-01 | 199.9381646907 |
| 2006-06-01 | 200.9100791354 |
| 2006-07-01 | 202.6411259898 |
| 2006-08-01 | 203.7387389353 |
| 2006-09-01 | 204.5017025576 |
| 2006-10-01 | 204.2245073160 |
| 2006-11-01 | 205.2036265160 |
| 2006-12-01 | 207.0444977247 |
| 2007-01-01 | 206.9099614665 |
| 2007-02-01 | 208.5709150123 |
| 2007-03-01 | 209.8989775465 |
| 2007-04-01 | 208.2709029825 |
| 2007-05-01 | 208.9632623713 |
| 2007-06-01 | 211.8101867751 |
| 2007-07-01 | 211.6822310481 |
| 2007-08-01 | 212.8430911973 |
| 2007-09-01 | 213.8579122041 |
| 2007-10-01 | 216.1346371456 |
| 2007-11-01 | 216.2860516545 |
| 2007-12-01 | 217.0699121007 |
| 2008-01-01 | 217.9862555225 |
| 2008-02-01 | 219.7080690036 |
| 2008-03-01 | 220.4438778438 |
| 2008-04-01 | 221.9366497199 |
| 2008-05-01 | 223.0449981948 |
| 2008-06-01 | 224.0883903737 |
| 2008-07-01 | 225.1275120100 |
| 2008-08-01 | 225.4264537578 |
| 2008-09-01 | 226.3929575027 |
| 2008-10-01 | 226.2996250145 |
| 2008-11-01 | 227.1294948874 |
| 2008-12-01 | 228.5601905441 |
| 2009-01-01 | 227.5350161473 |
| 2009-02-01 | 227.8875641564 |
| 2009-03-01 | 228.3147263494 |
| 2009-04-01 | 229.2098026027 |
| 2009-05-01 | 230.0636815577 |
| 2009-06-01 | 231.0378088177 |
| 2009-07-01 | 231.7462920730 |
| 2009-08-01 | 232.4411114102 |
| 2009-09-01 | 232.6046086721 |
| 2009-10-01 | 234.7248817957 |
| 2009-11-01 | 235.9916143381 |
| 2009-12-01 | 237.1100333659 |
| 2010-01-01 | 238.4008993545 |
| 2010-02-01 | 237.8953984313 |
| 2010-03-01 | 239.0904646268 |
| 2010-04-01 | 239.3146654042 |
| 2010-05-01 | 240.2892196822 |
| 2010-06-01 | 241.4119000003 |
| 2010-07-01 | 242.6348154458 |
| 2010-08-01 | 243.6358216254 |
| 2010-09-01 | 243.6961414027 |
| 2010-10-01 | 246.7145736020 |
| 2010-11-01 | 247.3943474166 |
| 2010-12-01 | 246.1726248568 |
| 2011-01-01 | 246.7010783762 |
| 2011-02-01 | 247.0846717632 |
| 2011-03-01 | 247.7870228459 |
| 2011-04-01 | 248.8406276264 |
| 2011-05-01 | 250.1455511595 |
| 2011-06-01 | 249.1712104951 |
| 2011-07-01 | 250.5399180397 |
| 2011-08-01 | 251.4430805314 |
| 2011-09-01 | 253.1883034858 |
| 2011-10-01 | 253.4203696974 |
| 2011-11-01 | 254.0288160482 |
| 2011-12-01 | 254.8370334468 |
| 2012-01-01 | 255.6994466807 |
| 2012-02-01 | 256.7640736277 |
| 2012-03-01 | 257.2736700071 |
| 2012-04-01 | 257.5311367136 |
| 2012-05-01 | 258.1551657138 |
| 2012-06-01 | 258.6452869647 |
| 2012-07-01 | 257.7915957675 |
| 2012-08-01 | 259.2154995667 |
| 2012-09-01 | 259.8168483816 |
| 2012-10-01 | 260.2687078848 |
| 2012-11-01 | 260.9007699881 |
| 2012-12-01 | 262.2703790270 |
| 2013-01-01 | 261.0145740237 |
| 2013-02-01 | 262.1879850359 |
| 2013-03-01 | 264.0861438897 |
| 2013-04-01 | 264.1236718620 |
| 2013-05-01 | 263.9665396763 |
| 2013-06-01 | 263.8619634585 |
| 2013-07-01 | 264.0998723277 |
| 2013-08-01 | 264.9839226193 |
| 2013-09-01 | 265.3564488717 |
| 2013-10-01 | 264.6110951380 |
| 2013-11-01 | 265.8996389729 |
| 2013-12-01 | 266.0043350542 |
| 2014-01-01 | 267.7029764060 |
| 2014-02-01 | 268.1136659940 |
| 2014-03-01 | 268.6287805369 |
| 2014-04-01 | 269.3204399319 |
| 2014-05-01 | 270.3315200260 |
| 2014-06-01 | 271.6718790422 |
| 2014-07-01 | 272.6076980806 |
| 2014-08-01 | 273.8121284376 |
| 2014-09-01 | 273.9193834124 |
| 2014-10-01 | 275.8511531426 |
| 2014-11-01 | 276.7154575231 |
| 2014-12-01 | 278.1543329341 |
| 2015-01-01 | 278.7514366709 |
| 2015-02-01 | 280.3103543014 |
| 2015-03-01 | 281.0080852551 |
| 2015-04-01 | 282.2588726482 |
| 2015-05-01 | 283.8579083604 |
| 2015-06-01 | 285.1619294506 |
| 2015-07-01 | 287.7773355941 |
| 2015-08-01 | 288.0825967749 |
| 2015-09-01 | 287.7888000264 |
| 2015-10-01 | 290.8889160036 |
| 2015-11-01 | 291.6407530047 |
| 2015-12-01 | 292.0505024679 |
| 2016-01-01 | 292.7470558283 |
| 2016-02-01 | 292.7489426374 |
| 2016-03-01 | 293.9561510277 |
| 2016-04-01 | 295.2516373915 |
| 2016-05-01 | 295.7335023514 |
| 2016-06-01 | 296.3016330361 |
| 2016-07-01 | 298.9097238956 |
| 2016-08-01 | 299.4740707642 |
| 2016-09-01 | 301.4981079351 |
| 2016-10-01 | 301.6570511193 |
| 2016-11-01 | 302.8697549497 |
| 2016-12-01 | 304.2784746728 |
| 2017-01-01 | 305.4826781634 |
| 2017-02-01 | 306.9382999230 |
| 2017-03-01 | 308.7000225940 |
| 2017-04-01 | 310.1297357701 |
| 2017-05-01 | 311.4299864480 |
| 2017-06-01 | 313.3302531607 |
| 2017-07-01 | 313.4554516060 |
| 2017-08-01 | 313.6708283950 |
| 2017-09-01 | 315.0292108956 |
| 2017-10-01 | 316.2231667289 |
| 2017-11-01 | 317.0097590813 |
| 2017-12-01 | 318.6758943301 |
| 2018-01-01 | 319.9455961662 |
| 2018-02-01 | 321.5844269795 |
| 2018-03-01 | 323.7066362232 |
| 2018-04-01 | 323.5193674319 |
| 2018-05-01 | 324.0504734846 |
| 2018-06-01 | 321.7934044668 |
| 2018-07-01 | 324.4410968538 |
| 2018-08-01 | 327.2500249883 |
| 2018-09-01 | 328.2875861010 |
| 2018-10-01 | 329.3618594125 |
| 2018-11-01 | 330.9907758230 |
| 2018-12-01 | 332.0297383332 |
| 2019-01-01 | 332.8900238105 |
| 2019-02-01 | 334.8870414497 |
| 2019-03-01 | 335.6320596137 |
| 2019-04-01 | 337.2865750571 |
| 2019-05-01 | 339.3635098045 |
| 2019-06-01 | 336.8336086585 |
| 2019-07-01 | 337.6978749059 |
| 2019-08-01 | 343.1705276911 |
| 2019-09-01 | 344.5688540318 |
| 2019-10-01 | 344.9419313707 |
| 2019-11-01 | 347.3853743681 |
| 2019-12-01 | 349.1194511254 |
| 2020-01-01 | 354.1976758705 |
| 2020-02-01 | 352.1675824224 |
| 2020-03-01 | 352.0435978030 |
| 2020-04-01 | 315.3724827439 |
| 2020-05-01 | 325.2844943509 |
| 2020-06-01 | 331.3095686728 |
| 2020-07-01 | 331.4817987930 |
| 2020-08-01 | 332.8034778558 |
| 2020-09-01 | 334.2357127264 |
| 2020-10-01 | 338.0025653871 |
| 2020-11-01 | 339.1324571466 |
| 2020-12-01 | 342.1153094932 |
| 2021-01-01 | 340.2206709624 |
| 2021-02-01 | 341.0618741423 |
| 2021-03-01 | 342.5965015920 |
| 2021-04-01 | 345.2241803270 |
| 2021-05-01 | 345.2794063518 |
| 2021-06-01 | 346.7506564152 |
| 2021-07-01 | 348.8197389794 |
| 2021-08-01 | 348.6192840716 |
| 2021-09-01 | 348.9757695362 |
| 2021-10-01 | 350.6275443392 |
| 2021-11-01 | 350.9370073707 |
| 2021-12-01 | 352.1228447155 |
| 2022-01-01 | 355.0525485030 |
| 2022-02-01 | 356.2678212843 |
| 2022-03-01 | 357.0306127076 |
| 2022-04-01 | 359.2920284974 |
| 2022-05-01 | 362.4046119359 |
| 2022-06-01 | 362.6053951469 |
| 2022-07-01 | 366.8379703230 |
| 2022-08-01 | 368.8149921805 |
| 2022-09-01 | 371.1348726836 |
| 2022-10-01 | 373.1001500778 |
| 2022-11-01 | 375.2606001871 |
| 2022-12-01 | 376.5582748289 |
| 2023-01-01 | 377.2557603559 |
| 2023-02-01 | 379.1820434247 |
| 2023-03-01 | 382.0313127793 |
| 2023-04-01 | 383.2971251097 |
| 2023-05-01 | 384.2074634037 |
| 2023-06-01 | 388.2730991027 |
| 2023-07-01 | 389.5233174159 |
| 2023-08-01 | 392.1971341395 |
| 2023-09-01 | 395.9060229228 |
| 2023-10-01 | 388.7766007446 |
| 2023-11-01 | 390.9174144598 |
| 2023-12-01 | 393.9497455165 |
| 2024-01-01 | 399.8136339638 |
| 2024-02-01 | 401.3135690656 |
| 2024-03-01 | 403.0984463599 |
| 2024-04-01 | 404.2556648159 |
| 2024-05-01 | 405.1860276458 |
| 2024-06-01 | 407.3350394372 |
| 2024-07-01 | 407.4984120215 |
| 2024-08-01 | 409.6540345810 |
| 2024-09-01 | 412.1373893898 |
| 2024-10-01 | 412.6743494725 |
| 2024-11-01 | 414.3277679651 |
| 2024-12-01 | 414.9781945676 |
| 2025-01-01 | 413.8641185708 |
| 2025-02-01 | 414.3058765062 |
| 2025-03-01 | 415.2132453161 |
| 2025-04-01 | 414.0721077760 |
| 2025-05-01 | 415.0641287225 |
| 2025-06-01 | 413.4883228796 |
| 2025-07-01 | 416.8186626655 |
| 2025-08-01 | 418.4037328431 |
| 2025-09-01 | 417.9132979708 |
| 2025-10-01 | 419.1573344508 |
| 2025-11-01 | 419.9856078493 |
| 2025-12-01 | 422.0702280871 |
| 2026-01-01 | 425.1414863542 |
| 2026-02-01 | 425.4672400989 |
| 2026-03-01 | 427.5445005185 |
| 2026-04-01 | 431.4745745615 |
| 2026-05-01 | 432.0436739282 |
| 2026-06-01 | 432.7934627027 |
| 2026-07-01 | 432.8961078958 |
| 2026-08-01 | 431.5753640372 |
| 2026-09-01 | 430.9153768504 |