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 2026-08-01 |
| Last Updated | 2026-09-18 12:16 PM 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 | 88.3310860831 |
| 1990-02-01 | 89.0684336945 |
| 1990-03-01 | 89.9923498202 |
| 1990-04-01 | 91.4384634637 |
| 1990-05-01 | 91.7316848059 |
| 1990-06-01 | 91.9249283332 |
| 1990-07-01 | 91.2155168162 |
| 1990-08-01 | 91.3204906894 |
| 1990-09-01 | 91.4349749920 |
| 1990-10-01 | 91.8586620583 |
| 1990-11-01 | 92.1689724928 |
| 1990-12-01 | 91.9011572252 |
| 1991-01-01 | 94.4955954774 |
| 1991-02-01 | 94.4974214128 |
| 1991-03-01 | 95.0362974600 |
| 1991-04-01 | 94.4497411670 |
| 1991-05-01 | 94.8455187711 |
| 1991-06-01 | 95.2310116019 |
| 1991-07-01 | 95.4846806831 |
| 1991-08-01 | 95.9981608698 |
| 1991-09-01 | 95.7292086828 |
| 1991-10-01 | 97.0550958423 |
| 1991-11-01 | 97.4387047050 |
| 1991-12-01 | 97.7444443117 |
| 1992-01-01 | 98.0682046462 |
| 1992-02-01 | 97.7774906084 |
| 1992-03-01 | 98.4313588323 |
| 1992-04-01 | 99.3702986291 |
| 1992-05-01 | 99.9625603958 |
| 1992-06-01 | 100.1620106187 |
| 1992-07-01 | 101.1926881342 |
| 1992-08-01 | 101.3966600164 |
| 1992-09-01 | 101.4181011214 |
| 1992-10-01 | 101.3614690640 |
| 1992-11-01 | 101.4333615933 |
| 1992-12-01 | 102.4655373109 |
| 1993-01-01 | 102.7523062943 |
| 1993-02-01 | 103.4272653464 |
| 1993-03-01 | 103.2809087788 |
| 1993-04-01 | 104.4103723278 |
| 1993-05-01 | 104.7754675681 |
| 1993-06-01 | 105.2225284461 |
| 1993-07-01 | 106.0559663212 |
| 1993-08-01 | 105.7592537869 |
| 1993-09-01 | 106.7937370929 |
| 1993-10-01 | 107.0680681294 |
| 1993-11-01 | 107.3895782461 |
| 1993-12-01 | 107.6801357928 |
| 1994-01-01 | 105.6087072122 |
| 1994-02-01 | 106.3863495079 |
| 1994-03-01 | 106.6137319979 |
| 1994-04-01 | 106.2651466437 |
| 1994-05-01 | 106.5105058147 |
| 1994-06-01 | 107.2970732239 |
| 1994-07-01 | 107.4130389773 |
| 1994-08-01 | 108.2115674041 |
| 1994-09-01 | 108.6584775447 |
| 1994-10-01 | 109.2507958149 |
| 1994-11-01 | 109.8230892009 |
| 1994-12-01 | 110.4094729672 |
| 1995-01-01 | 110.8668105381 |
| 1995-02-01 | 111.6837020291 |
| 1995-03-01 | 112.4311037437 |
| 1995-04-01 | 113.5030001782 |
| 1995-05-01 | 114.0784680170 |
| 1995-06-01 | 115.0980494173 |
| 1995-07-01 | 114.1821106485 |
| 1995-08-01 | 114.5674690001 |
| 1995-09-01 | 115.2427628650 |
| 1995-10-01 | 116.7806716414 |
| 1995-11-01 | 116.7730859946 |
| 1995-12-01 | 117.6935018110 |
| 1996-01-01 | 118.1034271427 |
| 1996-02-01 | 118.6304720478 |
| 1996-03-01 | 119.4602778098 |
| 1996-04-01 | 119.6426213429 |
| 1996-05-01 | 120.9935990490 |
| 1996-06-01 | 121.1808656740 |
| 1996-07-01 | 122.3392637477 |
| 1996-08-01 | 123.6434337211 |
| 1996-09-01 | 124.3451738818 |
| 1996-10-01 | 123.7906361694 |
| 1996-11-01 | 125.2007420641 |
| 1996-12-01 | 125.1662114154 |
| 1997-01-01 | 126.2182379672 |
| 1997-02-01 | 126.5283277617 |
| 1997-03-01 | 126.8303315093 |
| 1997-04-01 | 126.9907192745 |
| 1997-05-01 | 127.2018939744 |
| 1997-06-01 | 127.4577563718 |
| 1997-07-01 | 125.5635094254 |
| 1997-08-01 | 125.9458878833 |
| 1997-09-01 | 126.7538602531 |
| 1997-10-01 | 127.1633623746 |
| 1997-11-01 | 127.6563681836 |
| 1997-12-01 | 128.1223121555 |
| 1998-01-01 | 128.0468249279 |
| 1998-02-01 | 128.8752599064 |
| 1998-03-01 | 129.7012018078 |
| 1998-04-01 | 130.9976743487 |
| 1998-05-01 | 131.1019753192 |
| 1998-06-01 | 131.7563121934 |
| 1998-07-01 | 132.7078977076 |
| 1998-08-01 | 133.2121032401 |
| 1998-09-01 | 133.4516255025 |
| 1998-10-01 | 134.6528158301 |
| 1998-11-01 | 135.0446027128 |
| 1998-12-01 | 135.5576316218 |
| 1999-01-01 | 135.6975590172 |
| 1999-02-01 | 135.8968421196 |
| 1999-03-01 | 136.1791789410 |
| 1999-04-01 | 135.1888116539 |
| 1999-05-01 | 135.6287590358 |
| 1999-06-01 | 136.7837007304 |
| 1999-07-01 | 137.6385038233 |
| 1999-08-01 | 137.5010286449 |
| 1999-09-01 | 138.0815091801 |
| 1999-10-01 | 138.4706769967 |
| 1999-11-01 | 139.2109472172 |
| 1999-12-01 | 139.4810755160 |
| 2000-01-01 | 136.9998904847 |
| 2000-02-01 | 137.7653487103 |
| 2000-03-01 | 138.4853639287 |
| 2000-04-01 | 138.5106852511 |
| 2000-05-01 | 139.2673948409 |
| 2000-06-01 | 139.3655282729 |
| 2000-07-01 | 139.7043964373 |
| 2000-08-01 | 140.1867206564 |
| 2000-09-01 | 140.5098860963 |
| 2000-10-01 | 140.3901711123 |
| 2000-11-01 | 140.5153568149 |
| 2000-12-01 | 141.7758763848 |
| 2001-01-01 | 142.5396235534 |
| 2001-02-01 | 143.0456195150 |
| 2001-03-01 | 143.9444990888 |
| 2001-04-01 | 144.4941028728 |
| 2001-05-01 | 144.6925279881 |
| 2001-06-01 | 145.9746855760 |
| 2001-07-01 | 145.3184151380 |
| 2001-08-01 | 147.3921328801 |
| 2001-09-01 | 148.1464121028 |
| 2001-10-01 | 148.8408449500 |
| 2001-11-01 | 149.4353561136 |
| 2001-12-01 | 151.0505796788 |
| 2002-01-01 | 152.4476259666 |
| 2002-02-01 | 152.9493139107 |
| 2002-03-01 | 153.6627353280 |
| 2002-04-01 | 153.8958493999 |
| 2002-05-01 | 155.5898931100 |
| 2002-06-01 | 156.4207774197 |
| 2002-07-01 | 156.2727305381 |
| 2002-08-01 | 157.9064508877 |
| 2002-09-01 | 158.0585085802 |
| 2002-10-01 | 160.1523531985 |
| 2002-11-01 | 161.5230973468 |
| 2002-12-01 | 162.0312323757 |
| 2003-01-01 | 162.7299203646 |
| 2003-02-01 | 163.4729941209 |
| 2003-03-01 | 164.0679716550 |
| 2003-04-01 | 165.6955510213 |
| 2003-05-01 | 166.2799751245 |
| 2003-06-01 | 166.7464169538 |
| 2003-07-01 | 167.9807467655 |
| 2003-08-01 | 168.5887342594 |
| 2003-09-01 | 169.3821778420 |
| 2003-10-01 | 169.8513642646 |
| 2003-11-01 | 170.4924129273 |
| 2003-12-01 | 171.1416648899 |
| 2004-01-01 | 172.7200923287 |
| 2004-02-01 | 173.4471021451 |
| 2004-03-01 | 174.2111916711 |
| 2004-04-01 | 175.8716188711 |
| 2004-05-01 | 176.5740603317 |
| 2004-06-01 | 177.6705218004 |
| 2004-07-01 | 178.4055648622 |
| 2004-08-01 | 178.7627612410 |
| 2004-09-01 | 179.4706248395 |
| 2004-10-01 | 181.5260057248 |
| 2004-11-01 | 182.1262160043 |
| 2004-12-01 | 183.5743048846 |
| 2005-01-01 | 181.2217301979 |
| 2005-02-01 | 181.8332070281 |
| 2005-03-01 | 184.6367568256 |
| 2005-04-01 | 187.7738496023 |
| 2005-05-01 | 189.1522256283 |
| 2005-06-01 | 189.0007514126 |
| 2005-07-01 | 189.3578399240 |
| 2005-08-01 | 190.4801814058 |
| 2005-09-01 | 191.2364853918 |
| 2005-10-01 | 191.4998438722 |
| 2005-11-01 | 192.4069044364 |
| 2005-12-01 | 192.9658992685 |
| 2006-01-01 | 195.2515810968 |
| 2006-02-01 | 196.2497818774 |
| 2006-03-01 | 198.4017315762 |
| 2006-04-01 | 198.8699326467 |
| 2006-05-01 | 199.9381670455 |
| 2006-06-01 | 200.9100781293 |
| 2006-07-01 | 202.6411230556 |
| 2006-08-01 | 203.7387358643 |
| 2006-09-01 | 204.5017013301 |
| 2006-10-01 | 204.2245078685 |
| 2006-11-01 | 205.2036278226 |
| 2006-12-01 | 207.0444999324 |
| 2007-01-01 | 206.9099560260 |
| 2007-02-01 | 208.5709120795 |
| 2007-03-01 | 209.8989765470 |
| 2007-04-01 | 208.2709075354 |
| 2007-05-01 | 208.9632655739 |
| 2007-06-01 | 211.8101901914 |
| 2007-07-01 | 211.6822334728 |
| 2007-08-01 | 212.8430916470 |
| 2007-09-01 | 213.8579094816 |
| 2007-10-01 | 216.1346350237 |
| 2007-11-01 | 216.2860501354 |
| 2007-12-01 | 217.0699110802 |
| 2008-01-01 | 217.9862470340 |
| 2008-02-01 | 219.7080647610 |
| 2008-03-01 | 220.4438763932 |
| 2008-04-01 | 221.9366530166 |
| 2008-05-01 | 223.0449990625 |
| 2008-06-01 | 224.0884213475 |
| 2008-07-01 | 225.1275174940 |
| 2008-08-01 | 225.4264560873 |
| 2008-09-01 | 226.3929409584 |
| 2008-10-01 | 226.2996175593 |
| 2008-11-01 | 227.1294849854 |
| 2008-12-01 | 228.5601815058 |
| 2009-01-01 | 227.5350035848 |
| 2009-02-01 | 227.8875609984 |
| 2009-03-01 | 228.3147294019 |
| 2009-04-01 | 229.2098110871 |
| 2009-05-01 | 230.0636856227 |
| 2009-06-01 | 231.0378732040 |
| 2009-07-01 | 231.7463082608 |
| 2009-08-01 | 232.4411148403 |
| 2009-09-01 | 232.6045674011 |
| 2009-10-01 | 234.7248545011 |
| 2009-11-01 | 235.9915892707 |
| 2009-12-01 | 237.1100258473 |
| 2010-01-01 | 238.4008437797 |
| 2010-02-01 | 237.8953956648 |
| 2010-03-01 | 239.0905286535 |
| 2010-04-01 | 239.3146766537 |
| 2010-05-01 | 240.2892322474 |
| 2010-06-01 | 241.4120035065 |
| 2010-07-01 | 242.6348444929 |
| 2010-08-01 | 243.6358374683 |
| 2010-09-01 | 243.6961093090 |
| 2010-10-01 | 246.7143816933 |
| 2010-11-01 | 247.3943490670 |
| 2010-12-01 | 246.1726411234 |
| 2011-01-01 | 246.7009778904 |
| 2011-02-01 | 247.0846585364 |
| 2011-03-01 | 247.7871492930 |
| 2011-04-01 | 248.8406461865 |
| 2011-05-01 | 250.1455928957 |
| 2011-06-01 | 249.1713545536 |
| 2011-07-01 | 250.5399840085 |
| 2011-08-01 | 251.4431195242 |
| 2011-09-01 | 253.1882943957 |
| 2011-10-01 | 253.4200051725 |
| 2011-11-01 | 254.0288461185 |
| 2011-12-01 | 254.8370575496 |
| 2012-01-01 | 255.6992581136 |
| 2012-02-01 | 256.7639676938 |
| 2012-03-01 | 257.2737899023 |
| 2012-04-01 | 257.5311622442 |
| 2012-05-01 | 258.1553131676 |
| 2012-06-01 | 258.6456125023 |
| 2012-07-01 | 257.7917657736 |
| 2012-08-01 | 259.2157049481 |
| 2012-09-01 | 259.8166706902 |
| 2012-10-01 | 260.2682276420 |
| 2012-11-01 | 260.9008567112 |
| 2012-12-01 | 262.2703546430 |
| 2013-01-01 | 261.0142317872 |
| 2013-02-01 | 262.1875788096 |
| 2013-03-01 | 264.0860666980 |
| 2013-04-01 | 264.1236186206 |
| 2013-05-01 | 263.9667678398 |
| 2013-06-01 | 263.8631167238 |
| 2013-07-01 | 264.1004464562 |
| 2013-08-01 | 264.9841236569 |
| 2013-09-01 | 265.3562034432 |
| 2013-10-01 | 264.6104896479 |
| 2013-11-01 | 265.8996435535 |
| 2013-12-01 | 266.0040884946 |
| 2014-01-01 | 267.7022581216 |
| 2014-02-01 | 268.1127970576 |
| 2014-03-01 | 268.6283425373 |
| 2014-04-01 | 269.3200401665 |
| 2014-05-01 | 270.3314056294 |
| 2014-06-01 | 271.6762672313 |
| 2014-07-01 | 272.6082275168 |
| 2014-08-01 | 273.8120263967 |
| 2014-09-01 | 273.9189419829 |
| 2014-10-01 | 275.8503457402 |
| 2014-11-01 | 276.7152781920 |
| 2014-12-01 | 278.1537558373 |
| 2015-01-01 | 278.7502658959 |
| 2015-02-01 | 280.3088175338 |
| 2015-03-01 | 281.0070121522 |
| 2015-04-01 | 282.2578172561 |
| 2015-05-01 | 283.8569655182 |
| 2015-06-01 | 285.1716640339 |
| 2015-07-01 | 287.7781746383 |
| 2015-08-01 | 288.0815393551 |
| 2015-09-01 | 287.7880132438 |
| 2015-10-01 | 290.8878666088 |
| 2015-11-01 | 291.6402457825 |
| 2015-12-01 | 292.0494518399 |
| 2016-01-01 | 292.7455034393 |
| 2016-02-01 | 292.7468091938 |
| 2016-03-01 | 293.9539538348 |
| 2016-04-01 | 295.2492741807 |
| 2016-05-01 | 295.7323115217 |
| 2016-06-01 | 296.3190502515 |
| 2016-07-01 | 298.9080245425 |
| 2016-08-01 | 299.4728502356 |
| 2016-09-01 | 301.4970263443 |
| 2016-10-01 | 301.6557842989 |
| 2016-11-01 | 302.8690289090 |
| 2016-12-01 | 304.2771051166 |
| 2017-01-01 | 305.4811142858 |
| 2017-02-01 | 306.9354799527 |
| 2017-03-01 | 308.6971512187 |
| 2017-04-01 | 310.1252611814 |
| 2017-05-01 | 311.4237857079 |
| 2017-06-01 | 313.3615395126 |
| 2017-07-01 | 313.4507198483 |
| 2017-08-01 | 313.6687529206 |
| 2017-09-01 | 315.0277415965 |
| 2017-10-01 | 316.2214932656 |
| 2017-11-01 | 317.0083856054 |
| 2017-12-01 | 318.6755373574 |
| 2018-01-01 | 319.9444445475 |
| 2018-02-01 | 321.5811290371 |
| 2018-03-01 | 323.7027514700 |
| 2018-04-01 | 323.5121579644 |
| 2018-05-01 | 324.0388283282 |
| 2018-06-01 | 321.8359889372 |
| 2018-07-01 | 324.4330310816 |
| 2018-08-01 | 327.2483576893 |
| 2018-09-01 | 328.2860608354 |
| 2018-10-01 | 329.3599131447 |
| 2018-11-01 | 330.9895500705 |
| 2018-12-01 | 332.0312580640 |
| 2019-01-01 | 332.8900212144 |
| 2019-02-01 | 334.8842580886 |
| 2019-03-01 | 335.6271632253 |
| 2019-04-01 | 337.2740546416 |
| 2019-05-01 | 339.3400327393 |
| 2019-06-01 | 336.8938046041 |
| 2019-07-01 | 337.6860459508 |
| 2019-08-01 | 343.1681512943 |
| 2019-09-01 | 344.5679361128 |
| 2019-10-01 | 344.9401538025 |
| 2019-11-01 | 347.3845196379 |
| 2019-12-01 | 349.1242067493 |
| 2020-01-01 | 354.1990660879 |
| 2020-02-01 | 352.1664330673 |
| 2020-03-01 | 352.0407253041 |
| 2020-04-01 | 315.3635278599 |
| 2020-05-01 | 325.2340106044 |
| 2020-06-01 | 331.3809625731 |
| 2020-07-01 | 331.4703911958 |
| 2020-08-01 | 332.8010093117 |
| 2020-09-01 | 334.2426121922 |
| 2020-10-01 | 338.0007693456 |
| 2020-11-01 | 339.1311841929 |
| 2020-12-01 | 342.1195003731 |
| 2021-01-01 | 340.2219138658 |
| 2021-02-01 | 341.0615222924 |
| 2021-03-01 | 342.5970761743 |
| 2021-04-01 | 345.2204422760 |
| 2021-05-01 | 345.1982086733 |
| 2021-06-01 | 346.8383730748 |
| 2021-07-01 | 348.8130658890 |
| 2021-08-01 | 348.6163094587 |
| 2021-09-01 | 348.9900938622 |
| 2021-10-01 | 350.6224622941 |
| 2021-11-01 | 350.9304882334 |
| 2021-12-01 | 352.1209792209 |
| 2022-01-01 | 355.0476752829 |
| 2022-02-01 | 356.2644003440 |
| 2022-03-01 | 357.0384289952 |
| 2022-04-01 | 359.3038364421 |
| 2022-05-01 | 362.3105861168 |
| 2022-06-01 | 362.7029528977 |
| 2022-07-01 | 366.8465729294 |
| 2022-08-01 | 368.8133343609 |
| 2022-09-01 | 371.1532206504 |
| 2022-10-01 | 373.0827316510 |
| 2022-11-01 | 375.2383574735 |
| 2022-12-01 | 376.5383938497 |
| 2023-01-01 | 377.2357653654 |
| 2023-02-01 | 379.1653378588 |
| 2023-03-01 | 382.0369480915 |
| 2023-04-01 | 383.3522522666 |
| 2023-05-01 | 384.1288942267 |
| 2023-06-01 | 388.3983861663 |
| 2023-07-01 | 389.5908228881 |
| 2023-08-01 | 392.1413657557 |
| 2023-09-01 | 395.9432451434 |
| 2023-10-01 | 388.7181280359 |
| 2023-11-01 | 390.8634393734 |
| 2023-12-01 | 393.9022962710 |
| 2024-01-01 | 399.7741310950 |
| 2024-02-01 | 401.2816542440 |
| 2024-03-01 | 403.1086260875 |
| 2024-04-01 | 404.3782545085 |
| 2024-05-01 | 405.1538928211 |
| 2024-06-01 | 407.4964909650 |
| 2024-07-01 | 407.6367411129 |
| 2024-08-01 | 409.5324781659 |
| 2024-09-01 | 412.1413937949 |
| 2024-10-01 | 412.5647781121 |
| 2024-11-01 | 414.2380399294 |
| 2024-12-01 | 414.9030569946 |
| 2025-01-01 | 413.8108225786 |
| 2025-02-01 | 414.2620923730 |
| 2025-03-01 | 415.2247636124 |
| 2025-04-01 | 414.2653966835 |
| 2025-05-01 | 415.1070583370 |
| 2025-06-01 | 413.6884040699 |
| 2025-07-01 | 417.0357892124 |
| 2025-08-01 | 418.1996345238 |
| 2025-09-01 | 417.8504252036 |
| 2025-10-01 | 418.9985719152 |
| 2025-11-01 | 419.8678538044 |
| 2025-12-01 | 421.9781147089 |
| 2026-01-01 | 425.0825353479 |
| 2026-02-01 | 425.4215571806 |
| 2026-03-01 | 427.5700474323 |
| 2026-04-01 | 431.7283017007 |
| 2026-05-01 | 432.1754510139 |
| 2026-06-01 | 433.0339160664 |
| 2026-07-01 | 433.1688608583 |
| 2026-08-01 | 431.1292665686 |