Table Data - All Employees: Education and Health Services: Private Education and Health Services in Tucson, AZ (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Tucson, AZ (MSA) |
|---|---|
| Series ID | TUCS004EDUH |
| 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 9:53 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 | 29.7212515394 |
| 1990-02-01 | 30.0263419955 |
| 1990-03-01 | 30.0123311940 |
| 1990-04-01 | 29.5945723300 |
| 1990-05-01 | 29.6515658165 |
| 1990-06-01 | 30.2488753786 |
| 1990-07-01 | 29.4906046962 |
| 1990-08-01 | 29.5943775458 |
| 1990-09-01 | 29.8962612739 |
| 1990-10-01 | 30.2833475750 |
| 1990-11-01 | 30.5862582499 |
| 1990-12-01 | 30.7132259014 |
| 1991-01-01 | 31.0058023389 |
| 1991-02-01 | 30.9177715821 |
| 1991-03-01 | 31.0327396426 |
| 1991-04-01 | 31.1825671521 |
| 1991-05-01 | 31.1479705533 |
| 1991-06-01 | 31.3240441277 |
| 1991-07-01 | 31.5036731629 |
| 1991-08-01 | 31.7874723243 |
| 1991-09-01 | 32.3950969014 |
| 1991-10-01 | 31.8125587590 |
| 1991-11-01 | 31.9988660357 |
| 1991-12-01 | 31.9281167087 |
| 1992-01-01 | 31.5797970555 |
| 1992-02-01 | 31.6066342319 |
| 1992-03-01 | 31.5642547072 |
| 1992-04-01 | 32.4591881714 |
| 1992-05-01 | 32.6470691647 |
| 1992-06-01 | 32.5820032050 |
| 1992-07-01 | 32.9987571378 |
| 1992-08-01 | 32.8830834527 |
| 1992-09-01 | 32.8820315585 |
| 1992-10-01 | 33.2655311430 |
| 1992-11-01 | 33.0365600443 |
| 1992-12-01 | 33.1392378643 |
| 1993-01-01 | 34.0687217361 |
| 1993-02-01 | 34.1061712478 |
| 1993-03-01 | 33.9938139900 |
| 1993-04-01 | 33.4119339023 |
| 1993-05-01 | 33.6209720441 |
| 1993-06-01 | 33.6259209574 |
| 1993-07-01 | 33.9981404712 |
| 1993-08-01 | 34.2962722044 |
| 1993-09-01 | 34.3898088797 |
| 1993-10-01 | 34.3166237464 |
| 1993-11-01 | 34.5875750608 |
| 1993-12-01 | 34.5492486156 |
| 1994-01-01 | 34.8521116523 |
| 1994-02-01 | 34.9873375928 |
| 1994-03-01 | 35.1038100525 |
| 1994-04-01 | 35.7747064212 |
| 1994-05-01 | 35.7892124658 |
| 1994-06-01 | 36.0733728132 |
| 1994-07-01 | 35.7120011736 |
| 1994-08-01 | 36.0183629045 |
| 1994-09-01 | 36.0931174828 |
| 1994-10-01 | 36.2828137690 |
| 1994-11-01 | 36.5317626875 |
| 1994-12-01 | 36.6461636751 |
| 1995-01-01 | 34.7439546571 |
| 1995-02-01 | 35.0666903207 |
| 1995-03-01 | 35.0902370099 |
| 1995-04-01 | 34.8270925851 |
| 1995-05-01 | 35.1530384569 |
| 1995-06-01 | 35.8351623038 |
| 1995-07-01 | 35.9573634029 |
| 1995-08-01 | 35.7552900964 |
| 1995-09-01 | 36.1159515634 |
| 1995-10-01 | 35.6355403487 |
| 1995-11-01 | 36.0521415910 |
| 1995-12-01 | 36.3245776241 |
| 1996-01-01 | 36.3292913917 |
| 1996-02-01 | 36.2348424553 |
| 1996-03-01 | 37.5526954198 |
| 1996-04-01 | 36.8916568276 |
| 1996-05-01 | 37.2449879542 |
| 1996-06-01 | 37.2330745943 |
| 1996-07-01 | 37.5112410077 |
| 1996-08-01 | 37.7939737948 |
| 1996-09-01 | 37.9308220328 |
| 1996-10-01 | 38.3717796062 |
| 1996-11-01 | 38.6560756088 |
| 1996-12-01 | 38.7856168718 |
| 1997-01-01 | 37.4022865326 |
| 1997-02-01 | 37.6095520438 |
| 1997-03-01 | 37.8105544416 |
| 1997-04-01 | 38.4673303774 |
| 1997-05-01 | 38.5541643028 |
| 1997-06-01 | 38.6818164462 |
| 1997-07-01 | 38.6731133419 |
| 1997-08-01 | 38.9001449518 |
| 1997-09-01 | 39.1457745582 |
| 1997-10-01 | 39.3681847176 |
| 1997-11-01 | 39.5403820585 |
| 1997-12-01 | 39.3615970075 |
| 1998-01-01 | 40.2762279088 |
| 1998-02-01 | 40.4785865715 |
| 1998-03-01 | 40.5704161920 |
| 1998-04-01 | 40.3675116492 |
| 1998-05-01 | 40.3937853474 |
| 1998-06-01 | 40.4551936412 |
| 1998-07-01 | 40.6267113114 |
| 1998-08-01 | 40.4732475995 |
| 1998-09-01 | 40.4332358990 |
| 1998-10-01 | 40.1446995700 |
| 1998-11-01 | 40.2117914296 |
| 1998-12-01 | 40.1587031961 |
| 1999-01-01 | 39.4534398126 |
| 1999-02-01 | 39.9503008682 |
| 1999-03-01 | 40.0609793247 |
| 1999-04-01 | 42.6961329844 |
| 1999-05-01 | 42.8352518124 |
| 1999-06-01 | 42.4256251797 |
| 1999-07-01 | 42.1840620820 |
| 1999-08-01 | 41.9991210379 |
| 1999-09-01 | 41.9891187521 |
| 1999-10-01 | 42.5093367380 |
| 1999-11-01 | 42.1690146488 |
| 1999-12-01 | 42.2682358603 |
| 2000-01-01 | 42.3726794390 |
| 2000-02-01 | 42.2442341150 |
| 2000-03-01 | 41.9878444965 |
| 2000-04-01 | 41.6269646643 |
| 2000-05-01 | 41.5724954968 |
| 2000-06-01 | 41.6796708674 |
| 2000-07-01 | 41.7094624447 |
| 2000-08-01 | 42.0087272532 |
| 2000-09-01 | 42.1205549902 |
| 2000-10-01 | 42.1611304077 |
| 2000-11-01 | 42.1476999047 |
| 2000-12-01 | 41.9901507561 |
| 2001-01-01 | 40.6892421875 |
| 2001-02-01 | 40.7676193428 |
| 2001-03-01 | 41.3504883516 |
| 2001-04-01 | 41.3712965052 |
| 2001-05-01 | 41.3755854459 |
| 2001-06-01 | 41.6288952467 |
| 2001-07-01 | 42.0278677069 |
| 2001-08-01 | 41.9838283932 |
| 2001-09-01 | 42.1438484895 |
| 2001-10-01 | 42.3090639049 |
| 2001-11-01 | 42.6369140370 |
| 2001-12-01 | 42.8163798776 |
| 2002-01-01 | 42.9273699349 |
| 2002-02-01 | 43.2244199479 |
| 2002-03-01 | 43.2342368645 |
| 2002-04-01 | 43.2774910796 |
| 2002-05-01 | 43.6481468630 |
| 2002-06-01 | 43.7794215691 |
| 2002-07-01 | 43.4271557303 |
| 2002-08-01 | 43.6773373796 |
| 2002-09-01 | 43.7780193846 |
| 2002-10-01 | 43.8638383475 |
| 2002-11-01 | 44.0490515520 |
| 2002-12-01 | 43.9288465860 |
| 2003-01-01 | 44.3627468529 |
| 2003-02-01 | 44.7715931380 |
| 2003-03-01 | 44.9071936522 |
| 2003-04-01 | 45.2828265434 |
| 2003-05-01 | 45.4085035665 |
| 2003-06-01 | 45.7161885059 |
| 2003-07-01 | 46.0398093509 |
| 2003-08-01 | 46.1959209823 |
| 2003-09-01 | 46.3306630147 |
| 2003-10-01 | 45.9313066852 |
| 2003-11-01 | 46.3619052159 |
| 2003-12-01 | 46.4065652597 |
| 2004-01-01 | 46.8159709898 |
| 2004-02-01 | 46.6180914346 |
| 2004-03-01 | 46.8539966197 |
| 2004-04-01 | 47.0571798420 |
| 2004-05-01 | 47.3744766759 |
| 2004-06-01 | 47.6532371127 |
| 2004-07-01 | 47.9438882316 |
| 2004-08-01 | 48.3698092977 |
| 2004-09-01 | 48.4237579890 |
| 2004-10-01 | 48.6998543127 |
| 2004-11-01 | 48.8544099120 |
| 2004-12-01 | 48.7560781792 |
| 2005-01-01 | 49.3568462623 |
| 2005-02-01 | 49.5616827585 |
| 2005-03-01 | 49.7807121483 |
| 2005-04-01 | 50.1335058737 |
| 2005-05-01 | 50.4507031786 |
| 2005-06-01 | 50.3811459006 |
| 2005-07-01 | 50.7608422039 |
| 2005-08-01 | 50.9688163052 |
| 2005-09-01 | 51.3404724500 |
| 2005-10-01 | 51.4735094612 |
| 2005-11-01 | 51.5162772241 |
| 2005-12-01 | 51.8043145859 |
| 2006-01-01 | 51.8993146708 |
| 2006-02-01 | 52.1991911426 |
| 2006-03-01 | 52.5843703568 |
| 2006-04-01 | 51.9022526969 |
| 2006-05-01 | 52.2440780612 |
| 2006-06-01 | 52.6101922876 |
| 2006-07-01 | 52.5567731129 |
| 2006-08-01 | 52.7980038047 |
| 2006-09-01 | 52.9710012980 |
| 2006-10-01 | 53.1620144345 |
| 2006-11-01 | 53.3606110698 |
| 2006-12-01 | 53.7505168796 |
| 2007-01-01 | 53.8462402713 |
| 2007-02-01 | 54.1214646775 |
| 2007-03-01 | 54.3797368531 |
| 2007-04-01 | 53.8814346609 |
| 2007-05-01 | 54.6401479607 |
| 2007-06-01 | 54.7020561245 |
| 2007-07-01 | 54.8730974391 |
| 2007-08-01 | 54.8240995618 |
| 2007-09-01 | 54.9101307175 |
| 2007-10-01 | 55.7553004029 |
| 2007-11-01 | 55.6234563165 |
| 2007-12-01 | 55.7225576736 |
| 2008-01-01 | 55.3765009591 |
| 2008-02-01 | 55.7168464597 |
| 2008-03-01 | 56.0767754237 |
| 2008-04-01 | 56.8590701499 |
| 2008-05-01 | 57.0362278030 |
| 2008-06-01 | 57.1886461992 |
| 2008-07-01 | 57.5837735169 |
| 2008-08-01 | 57.8442792248 |
| 2008-09-01 | 58.1446675770 |
| 2008-10-01 | 58.2646188875 |
| 2008-11-01 | 58.5037584782 |
| 2008-12-01 | 58.3169893812 |
| 2009-01-01 | 58.7841742229 |
| 2009-02-01 | 58.8096364932 |
| 2009-03-01 | 58.7623888034 |
| 2009-04-01 | 58.1458774023 |
| 2009-05-01 | 58.4270542287 |
| 2009-06-01 | 58.5541541834 |
| 2009-07-01 | 58.7220739644 |
| 2009-08-01 | 58.6589448129 |
| 2009-09-01 | 58.6701348411 |
| 2009-10-01 | 58.5677623557 |
| 2009-11-01 | 58.6044329689 |
| 2009-12-01 | 58.6275508202 |
| 2010-01-01 | 58.2771745494 |
| 2010-02-01 | 58.2841512681 |
| 2010-03-01 | 58.3408489396 |
| 2010-04-01 | 58.3418680618 |
| 2010-05-01 | 58.4331472236 |
| 2010-06-01 | 58.4315623962 |
| 2010-07-01 | 58.2586860726 |
| 2010-08-01 | 58.3690907479 |
| 2010-09-01 | 58.2752446270 |
| 2010-10-01 | 58.5760335171 |
| 2010-11-01 | 58.4124900483 |
| 2010-12-01 | 58.6083508514 |
| 2011-01-01 | 58.9788650399 |
| 2011-02-01 | 59.1766151999 |
| 2011-03-01 | 59.0136393635 |
| 2011-04-01 | 59.5441650509 |
| 2011-05-01 | 59.7438070046 |
| 2011-06-01 | 59.7959276741 |
| 2011-07-01 | 60.1133705571 |
| 2011-08-01 | 60.2848522302 |
| 2011-09-01 | 60.3902633167 |
| 2011-10-01 | 60.2541095815 |
| 2011-11-01 | 60.5261299567 |
| 2011-12-01 | 60.5727958080 |
| 2012-01-01 | 61.3654955926 |
| 2012-02-01 | 61.1804250727 |
| 2012-03-01 | 61.3987038177 |
| 2012-04-01 | 61.0553098788 |
| 2012-05-01 | 61.0594922417 |
| 2012-06-01 | 61.0861304122 |
| 2012-07-01 | 60.6388077511 |
| 2012-08-01 | 60.5919823334 |
| 2012-09-01 | 60.8159188575 |
| 2012-10-01 | 60.9259806998 |
| 2012-11-01 | 61.0334143053 |
| 2012-12-01 | 61.0382991140 |
| 2013-01-01 | 60.8388476411 |
| 2013-02-01 | 61.1009457491 |
| 2013-03-01 | 61.1875638162 |
| 2013-04-01 | 61.2675527176 |
| 2013-05-01 | 61.2629423511 |
| 2013-06-01 | 61.1823561413 |
| 2013-07-01 | 61.9660952360 |
| 2013-08-01 | 62.1004324632 |
| 2013-09-01 | 62.1569787859 |
| 2013-10-01 | 61.8869232107 |
| 2013-11-01 | 62.2316765939 |
| 2013-12-01 | 61.9212908137 |
| 2014-01-01 | 61.1038474224 |
| 2014-02-01 | 61.1985869269 |
| 2014-03-01 | 61.2779391001 |
| 2014-04-01 | 61.4919987394 |
| 2014-05-01 | 61.4795873424 |
| 2014-06-01 | 61.3869466232 |
| 2014-07-01 | 61.2759495830 |
| 2014-08-01 | 61.2961023486 |
| 2014-09-01 | 61.3862054355 |
| 2014-10-01 | 61.7748430422 |
| 2014-11-01 | 61.8312807122 |
| 2014-12-01 | 62.0175525827 |
| 2015-01-01 | 62.0673201426 |
| 2015-02-01 | 61.9857522256 |
| 2015-03-01 | 62.1654827678 |
| 2015-04-01 | 62.2164031157 |
| 2015-05-01 | 62.4866576475 |
| 2015-06-01 | 62.2721236782 |
| 2015-07-01 | 63.0006270931 |
| 2015-08-01 | 63.1012556158 |
| 2015-09-01 | 63.1156934129 |
| 2015-10-01 | 63.4713645299 |
| 2015-11-01 | 63.3226336010 |
| 2015-12-01 | 63.5278972473 |
| 2016-01-01 | 64.0351637661 |
| 2016-02-01 | 64.2498808688 |
| 2016-03-01 | 64.3531426450 |
| 2016-04-01 | 64.6538378828 |
| 2016-05-01 | 64.7022809142 |
| 2016-06-01 | 64.6566435432 |
| 2016-07-01 | 64.8136244322 |
| 2016-08-01 | 64.9972789227 |
| 2016-09-01 | 64.9097194766 |
| 2016-10-01 | 64.9957092786 |
| 2016-11-01 | 65.1066877103 |
| 2016-12-01 | 65.1678119255 |
| 2017-01-01 | 65.2063715112 |
| 2017-02-01 | 65.4156369769 |
| 2017-03-01 | 65.4397911578 |
| 2017-04-01 | 65.1863249207 |
| 2017-05-01 | 65.2192897226 |
| 2017-06-01 | 65.2310240365 |
| 2017-07-01 | 65.0404354216 |
| 2017-08-01 | 65.0979795597 |
| 2017-09-01 | 65.4835195016 |
| 2017-10-01 | 65.2142257197 |
| 2017-11-01 | 65.3559116370 |
| 2017-12-01 | 65.4967358370 |
| 2018-01-01 | 65.6206629936 |
| 2018-02-01 | 65.7094028684 |
| 2018-03-01 | 65.8268073054 |
| 2018-04-01 | 65.9196256238 |
| 2018-05-01 | 66.0456597813 |
| 2018-06-01 | 66.3275501263 |
| 2018-07-01 | 66.3423516904 |
| 2018-08-01 | 66.3766320173 |
| 2018-09-01 | 66.6356367596 |
| 2018-10-01 | 66.8203653638 |
| 2018-11-01 | 67.0941640539 |
| 2018-12-01 | 67.3159810432 |
| 2019-01-01 | 67.3588726841 |
| 2019-02-01 | 67.5502789443 |
| 2019-03-01 | 67.6475565847 |
| 2019-04-01 | 67.7288310417 |
| 2019-05-01 | 67.9468634865 |
| 2019-06-01 | 68.3483795809 |
| 2019-07-01 | 68.6234568370 |
| 2019-08-01 | 68.8445995875 |
| 2019-09-01 | 68.9950591611 |
| 2019-10-01 | 68.8955861076 |
| 2019-11-01 | 69.1363326611 |
| 2019-12-01 | 69.3438334972 |
| 2020-01-01 | 69.9026710171 |
| 2020-02-01 | 70.5109576222 |
| 2020-03-01 | 70.0812573040 |
| 2020-04-01 | 63.7209709284 |
| 2020-05-01 | 64.7435041714 |
| 2020-06-01 | 66.0885823267 |
| 2020-07-01 | 65.9751304461 |
| 2020-08-01 | 66.1924205573 |
| 2020-09-01 | 66.4626243071 |
| 2020-10-01 | 66.7715269345 |
| 2020-11-01 | 66.9206389019 |
| 2020-12-01 | 67.2996227011 |
| 2021-01-01 | 66.7213238818 |
| 2021-02-01 | 66.7503999189 |
| 2021-03-01 | 67.0237007715 |
| 2021-04-01 | 66.8717156651 |
| 2021-05-01 | 66.8290495239 |
| 2021-06-01 | 66.6367318909 |
| 2021-07-01 | 66.8266036768 |
| 2021-08-01 | 66.8633605237 |
| 2021-09-01 | 66.7517556012 |
| 2021-10-01 | 66.9537084388 |
| 2021-11-01 | 67.0355889766 |
| 2021-12-01 | 67.0657281629 |
| 2022-01-01 | 66.4159496291 |
| 2022-02-01 | 66.4587153809 |
| 2022-03-01 | 66.4414331796 |
| 2022-04-01 | 66.6027138566 |
| 2022-05-01 | 67.0137929107 |
| 2022-06-01 | 66.8846801416 |
| 2022-07-01 | 67.1725696901 |
| 2022-08-01 | 67.3607463534 |
| 2022-09-01 | 67.4605494052 |
| 2022-10-01 | 67.5653112001 |
| 2022-11-01 | 67.5952416874 |
| 2022-12-01 | 67.6126448358 |
| 2023-01-01 | 68.1944584040 |
| 2023-02-01 | 68.4334514745 |
| 2023-03-01 | 68.1442009226 |
| 2023-04-01 | 69.1193180414 |
| 2023-05-01 | 69.2781826379 |
| 2023-06-01 | 69.8185369220 |
| 2023-07-01 | 69.9340317379 |
| 2023-08-01 | 70.2980266960 |
| 2023-09-01 | 70.7852749595 |
| 2023-10-01 | 70.2929510950 |
| 2023-11-01 | 70.5732966460 |
| 2023-12-01 | 70.7500227899 |
| 2024-01-01 | 71.4582231721 |
| 2024-02-01 | 71.2875694492 |
| 2024-03-01 | 71.3255791269 |
| 2024-04-01 | 71.4450898409 |
| 2024-05-01 | 71.2442281974 |
| 2024-06-01 | 71.5282298786 |
| 2024-07-01 | 72.3116741601 |
| 2024-08-01 | 72.0420372076 |
| 2024-09-01 | 72.1187859928 |
| 2024-10-01 | 73.0408145937 |
| 2024-11-01 | 73.3547215080 |
| 2024-12-01 | 73.4648668854 |
| 2025-01-01 | 73.7262830735 |
| 2025-02-01 | 73.6349824560 |
| 2025-03-01 | 73.5981417840 |
| 2025-04-01 | 73.5839542260 |
| 2025-05-01 | 73.6071320891 |
| 2025-06-01 | 73.5260882889 |
| 2025-07-01 | 73.7127255142 |
| 2025-08-01 | 73.4981684341 |
| 2025-09-01 | 73.4540609245 |
| 2025-10-01 | 73.4723440808 |
| 2025-11-01 | 73.4034732998 |
| 2025-12-01 | 73.8667474414 |
| 2026-01-01 | 74.0063036226 |
| 2026-02-01 | 74.4029782236 |
| 2026-03-01 | 74.7676138670 |
| 2026-04-01 | 75.1512388362 |
| 2026-05-01 | 75.5770184714 |
| 2026-06-01 | 75.5261604221 |
| 2026-07-01 | 75.6135507211 |
| 2026-08-01 | 75.8358377667 |
| 2026-09-01 | 75.9887846751 |