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 2026-08-01 |
| Last Updated | 2026-09-18 12:19 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 | 29.7212690520 |
| 1990-02-01 | 30.0263483192 |
| 1990-03-01 | 30.0123437266 |
| 1990-04-01 | 29.5945796380 |
| 1990-05-01 | 29.6515701547 |
| 1990-06-01 | 30.2488803833 |
| 1990-07-01 | 29.4906069568 |
| 1990-08-01 | 29.5943774366 |
| 1990-09-01 | 29.8962509132 |
| 1990-10-01 | 30.2833411473 |
| 1990-11-01 | 30.5862524945 |
| 1990-12-01 | 30.7131888486 |
| 1991-01-01 | 31.0058225725 |
| 1991-02-01 | 30.9177791743 |
| 1991-03-01 | 31.0327531552 |
| 1991-04-01 | 31.1825764683 |
| 1991-05-01 | 31.1479762254 |
| 1991-06-01 | 31.3240500853 |
| 1991-07-01 | 31.5036753684 |
| 1991-08-01 | 31.7874706220 |
| 1991-09-01 | 32.3950847165 |
| 1991-10-01 | 31.8125482212 |
| 1991-11-01 | 31.9988530636 |
| 1991-12-01 | 31.9280717689 |
| 1992-01-01 | 31.5798295754 |
| 1992-02-01 | 31.6066476546 |
| 1992-03-01 | 31.5642711376 |
| 1992-04-01 | 32.4592015211 |
| 1992-05-01 | 32.6470771432 |
| 1992-06-01 | 32.5820095787 |
| 1992-07-01 | 32.9987588689 |
| 1992-08-01 | 32.8830790623 |
| 1992-09-01 | 32.8820148883 |
| 1992-10-01 | 33.2655151540 |
| 1992-11-01 | 33.0365364998 |
| 1992-12-01 | 33.1391842346 |
| 1993-01-01 | 34.0687647275 |
| 1993-02-01 | 34.1061940810 |
| 1993-03-01 | 33.9938345495 |
| 1993-04-01 | 33.4119541529 |
| 1993-05-01 | 33.6209839657 |
| 1993-06-01 | 33.6259288607 |
| 1993-07-01 | 33.9981416564 |
| 1993-08-01 | 34.2962634516 |
| 1993-09-01 | 34.3897874345 |
| 1993-10-01 | 34.3166010467 |
| 1993-11-01 | 34.5875372840 |
| 1993-12-01 | 34.5491746594 |
| 1994-01-01 | 34.8521782275 |
| 1994-02-01 | 34.9873749232 |
| 1994-03-01 | 35.1038352688 |
| 1994-04-01 | 35.7747311029 |
| 1994-05-01 | 35.7892285381 |
| 1994-06-01 | 36.0733801286 |
| 1994-07-01 | 35.7119994828 |
| 1994-08-01 | 36.0183495225 |
| 1994-09-01 | 36.0930908261 |
| 1994-10-01 | 36.2827849615 |
| 1994-11-01 | 36.5317149343 |
| 1994-12-01 | 36.6460831028 |
| 1995-01-01 | 34.7440320631 |
| 1995-02-01 | 35.0667402403 |
| 1995-03-01 | 35.0902667422 |
| 1995-04-01 | 34.8271188443 |
| 1995-05-01 | 35.1530564187 |
| 1995-06-01 | 35.8351684770 |
| 1995-07-01 | 35.9573586034 |
| 1995-08-01 | 35.7552726409 |
| 1995-09-01 | 36.1159223443 |
| 1995-10-01 | 35.6355081219 |
| 1995-11-01 | 36.0520880287 |
| 1995-12-01 | 36.3244914320 |
| 1996-01-01 | 36.3293818600 |
| 1996-02-01 | 36.2349021186 |
| 1996-03-01 | 37.5527321039 |
| 1996-04-01 | 36.8916743752 |
| 1996-05-01 | 37.2450054929 |
| 1996-06-01 | 37.2330753423 |
| 1996-07-01 | 37.5112311383 |
| 1996-08-01 | 37.7939560309 |
| 1996-09-01 | 37.9307920667 |
| 1996-10-01 | 38.3717472350 |
| 1996-11-01 | 38.6560271383 |
| 1996-12-01 | 38.7855469975 |
| 1997-01-01 | 37.4023690828 |
| 1997-02-01 | 37.6096113209 |
| 1997-03-01 | 37.8105948533 |
| 1997-04-01 | 38.4673381843 |
| 1997-05-01 | 38.5541781891 |
| 1997-06-01 | 38.6818121881 |
| 1997-07-01 | 38.6731005446 |
| 1997-08-01 | 38.9001291081 |
| 1997-09-01 | 39.1457479748 |
| 1997-10-01 | 39.3681553526 |
| 1997-11-01 | 39.5403425633 |
| 1997-12-01 | 39.3615370753 |
| 1998-01-01 | 40.2763074378 |
| 1998-02-01 | 40.4786411082 |
| 1998-03-01 | 40.5704587922 |
| 1998-04-01 | 40.3675065859 |
| 1998-05-01 | 40.3937943896 |
| 1998-06-01 | 40.4551835538 |
| 1998-07-01 | 40.6266958271 |
| 1998-08-01 | 40.4732356862 |
| 1998-09-01 | 40.4332148462 |
| 1998-10-01 | 40.1446746938 |
| 1998-11-01 | 40.2117656008 |
| 1998-12-01 | 40.1586642914 |
| 1999-01-01 | 39.4535008060 |
| 1999-02-01 | 39.9503443083 |
| 1999-03-01 | 40.0610182390 |
| 1999-04-01 | 42.6961238513 |
| 1999-05-01 | 42.8352561587 |
| 1999-06-01 | 42.4256100927 |
| 1999-07-01 | 42.1840483141 |
| 1999-08-01 | 41.9991130181 |
| 1999-09-01 | 41.9891038924 |
| 1999-10-01 | 42.5093174313 |
| 1999-11-01 | 42.1689976193 |
| 1999-12-01 | 42.2682089469 |
| 2000-01-01 | 42.3727283896 |
| 2000-02-01 | 42.2442672600 |
| 2000-03-01 | 41.9878789286 |
| 2000-04-01 | 41.6269529765 |
| 2000-05-01 | 41.5724972609 |
| 2000-06-01 | 41.6796517802 |
| 2000-07-01 | 41.7094508984 |
| 2000-08-01 | 42.0087232718 |
| 2000-09-01 | 42.1205453389 |
| 2000-10-01 | 42.1611162313 |
| 2000-11-01 | 42.1476906234 |
| 2000-12-01 | 41.9901385318 |
| 2001-01-01 | 40.6892725414 |
| 2001-02-01 | 40.7676414925 |
| 2001-03-01 | 41.3505126732 |
| 2001-04-01 | 41.3712910369 |
| 2001-05-01 | 41.3755860610 |
| 2001-06-01 | 41.6288758922 |
| 2001-07-01 | 42.0278606787 |
| 2001-08-01 | 41.9838264759 |
| 2001-09-01 | 42.1438429490 |
| 2001-10-01 | 42.3090546990 |
| 2001-11-01 | 42.6369074491 |
| 2001-12-01 | 42.8163706650 |
| 2002-01-01 | 42.9273914750 |
| 2002-02-01 | 43.2244352071 |
| 2002-03-01 | 43.2342525577 |
| 2002-04-01 | 43.2774896098 |
| 2002-05-01 | 43.6481473951 |
| 2002-06-01 | 43.7794052531 |
| 2002-07-01 | 43.4271516525 |
| 2002-08-01 | 43.6773362806 |
| 2002-09-01 | 43.7780167371 |
| 2002-10-01 | 43.8638330303 |
| 2002-11-01 | 44.0490480897 |
| 2002-12-01 | 43.9288407020 |
| 2003-01-01 | 44.3627582984 |
| 2003-02-01 | 44.7716023392 |
| 2003-03-01 | 44.9072014173 |
| 2003-04-01 | 45.2828298546 |
| 2003-05-01 | 45.4085043351 |
| 2003-06-01 | 45.7161756936 |
| 2003-07-01 | 46.0398082540 |
| 2003-08-01 | 46.1959199305 |
| 2003-09-01 | 46.3306617520 |
| 2003-10-01 | 45.9313044896 |
| 2003-11-01 | 46.3619034227 |
| 2003-12-01 | 46.4065612840 |
| 2004-01-01 | 46.8159767346 |
| 2004-02-01 | 46.6180963215 |
| 2004-03-01 | 46.8540010426 |
| 2004-04-01 | 47.0571821557 |
| 2004-05-01 | 47.3744775700 |
| 2004-06-01 | 47.6532288928 |
| 2004-07-01 | 47.9438877573 |
| 2004-08-01 | 48.3698089944 |
| 2004-09-01 | 48.4237577005 |
| 2004-10-01 | 48.6998532966 |
| 2004-11-01 | 48.8544098571 |
| 2004-12-01 | 48.7560773364 |
| 2005-01-01 | 49.3568473800 |
| 2005-02-01 | 49.5616844884 |
| 2005-03-01 | 49.7807140727 |
| 2005-04-01 | 50.1335072304 |
| 2005-05-01 | 50.4507036434 |
| 2005-06-01 | 50.3811418763 |
| 2005-07-01 | 50.7608420712 |
| 2005-08-01 | 50.9688162816 |
| 2005-09-01 | 51.3404726048 |
| 2005-10-01 | 51.4735092316 |
| 2005-11-01 | 51.5162775577 |
| 2005-12-01 | 51.8043140440 |
| 2006-01-01 | 51.8993150170 |
| 2006-02-01 | 52.1991916700 |
| 2006-03-01 | 52.5843710206 |
| 2006-04-01 | 51.9022530426 |
| 2006-05-01 | 52.2440777745 |
| 2006-06-01 | 52.6101917761 |
| 2006-07-01 | 52.5567726691 |
| 2006-08-01 | 52.7980036778 |
| 2006-09-01 | 52.9710015049 |
| 2006-10-01 | 53.1620144709 |
| 2006-11-01 | 53.3606112342 |
| 2006-12-01 | 53.7505166700 |
| 2007-01-01 | 53.8462403346 |
| 2007-02-01 | 54.1214646958 |
| 2007-03-01 | 54.3797370465 |
| 2007-04-01 | 53.8814348699 |
| 2007-05-01 | 54.6401478608 |
| 2007-06-01 | 54.7020559982 |
| 2007-07-01 | 54.8730973364 |
| 2007-08-01 | 54.8240995211 |
| 2007-09-01 | 54.9101307580 |
| 2007-10-01 | 55.7553004367 |
| 2007-11-01 | 55.6234563192 |
| 2007-12-01 | 55.7225575112 |
| 2008-01-01 | 55.3765009946 |
| 2008-02-01 | 55.7168464610 |
| 2008-03-01 | 56.0767755616 |
| 2008-04-01 | 56.8590703211 |
| 2008-05-01 | 57.0362277562 |
| 2008-06-01 | 57.1886461345 |
| 2008-07-01 | 57.5837734513 |
| 2008-08-01 | 57.8442791800 |
| 2008-09-01 | 58.1446675768 |
| 2008-10-01 | 58.2646188742 |
| 2008-11-01 | 58.5037584482 |
| 2008-12-01 | 58.3169893717 |
| 2009-01-01 | 58.7841742727 |
| 2009-02-01 | 58.8096365109 |
| 2009-03-01 | 58.7623889051 |
| 2009-04-01 | 58.1458775498 |
| 2009-05-01 | 58.4270542083 |
| 2009-06-01 | 58.5541538612 |
| 2009-07-01 | 58.7220739384 |
| 2009-08-01 | 58.6589448205 |
| 2009-09-01 | 58.6701348899 |
| 2009-10-01 | 58.5677624050 |
| 2009-11-01 | 58.6044329899 |
| 2009-12-01 | 58.6275508571 |
| 2010-01-01 | 58.2771745855 |
| 2010-02-01 | 58.2841512460 |
| 2010-03-01 | 58.3408489569 |
| 2010-04-01 | 58.3418681753 |
| 2010-05-01 | 58.4331473203 |
| 2010-06-01 | 58.4315617258 |
| 2010-07-01 | 58.2586862537 |
| 2010-08-01 | 58.3690909416 |
| 2010-09-01 | 58.2752447761 |
| 2010-10-01 | 58.5760335716 |
| 2010-11-01 | 58.4124900672 |
| 2010-12-01 | 58.6083507161 |
| 2011-01-01 | 58.9788653549 |
| 2011-02-01 | 59.1766147024 |
| 2011-03-01 | 59.0136394115 |
| 2011-04-01 | 59.5441649779 |
| 2011-05-01 | 59.7438067550 |
| 2011-06-01 | 59.7959261577 |
| 2011-07-01 | 60.1133708872 |
| 2011-08-01 | 60.2848531813 |
| 2011-09-01 | 60.3902646688 |
| 2011-10-01 | 60.2541114407 |
| 2011-11-01 | 60.5261314883 |
| 2011-12-01 | 60.5727954827 |
| 2012-01-01 | 61.3654944040 |
| 2012-02-01 | 61.1804213875 |
| 2012-03-01 | 61.3987015484 |
| 2012-04-01 | 61.0553084278 |
| 2012-05-01 | 61.0594917329 |
| 2012-06-01 | 61.0861290171 |
| 2012-07-01 | 60.6388090041 |
| 2012-08-01 | 60.5919858739 |
| 2012-09-01 | 60.8159246143 |
| 2012-10-01 | 60.9259893026 |
| 2012-11-01 | 61.0334161407 |
| 2012-12-01 | 61.0382995628 |
| 2013-01-01 | 60.8388416664 |
| 2013-02-01 | 61.1009332356 |
| 2013-03-01 | 61.1875543898 |
| 2013-04-01 | 61.2675483980 |
| 2013-05-01 | 61.2629427174 |
| 2013-06-01 | 61.1823567187 |
| 2013-07-01 | 61.9660976701 |
| 2013-08-01 | 62.1004414732 |
| 2013-09-01 | 62.1569945116 |
| 2013-10-01 | 61.8869403309 |
| 2013-11-01 | 62.2316809095 |
| 2013-12-01 | 61.9213021745 |
| 2014-01-01 | 61.1038566673 |
| 2014-02-01 | 61.1984970146 |
| 2014-03-01 | 61.2779327034 |
| 2014-04-01 | 61.4920026735 |
| 2014-05-01 | 61.4795912999 |
| 2014-06-01 | 61.3869500733 |
| 2014-07-01 | 61.2759571521 |
| 2014-08-01 | 61.2961186586 |
| 2014-09-01 | 61.3862482052 |
| 2014-10-01 | 61.7748691007 |
| 2014-11-01 | 61.8312864978 |
| 2014-12-01 | 62.0175675682 |
| 2015-01-01 | 62.0673301694 |
| 2015-02-01 | 61.9855695281 |
| 2015-03-01 | 62.1654719348 |
| 2015-04-01 | 62.2164192059 |
| 2015-05-01 | 62.4866769926 |
| 2015-06-01 | 62.2721442518 |
| 2015-07-01 | 63.0006523320 |
| 2015-08-01 | 63.1012943007 |
| 2015-09-01 | 63.1157750466 |
| 2015-10-01 | 63.4713998058 |
| 2015-11-01 | 63.3226290975 |
| 2015-12-01 | 63.5278833157 |
| 2016-01-01 | 64.0351369145 |
| 2016-02-01 | 64.2495796143 |
| 2016-03-01 | 64.3531210045 |
| 2016-04-01 | 64.6538798131 |
| 2016-05-01 | 64.7023444250 |
| 2016-06-01 | 64.6567199733 |
| 2016-07-01 | 64.8137055727 |
| 2016-08-01 | 64.9973948996 |
| 2016-09-01 | 64.9098804999 |
| 2016-10-01 | 64.9957343616 |
| 2016-11-01 | 65.1065910194 |
| 2016-12-01 | 65.1676784209 |
| 2017-01-01 | 65.2062601497 |
| 2017-02-01 | 65.4151090738 |
| 2017-03-01 | 65.4397581506 |
| 2017-04-01 | 65.1865045514 |
| 2017-05-01 | 65.2195586171 |
| 2017-06-01 | 65.2311359751 |
| 2017-07-01 | 65.0406185964 |
| 2017-08-01 | 65.0982339280 |
| 2017-09-01 | 65.4837831981 |
| 2017-10-01 | 65.2142695603 |
| 2017-11-01 | 65.3557756299 |
| 2017-12-01 | 65.4958660204 |
| 2018-01-01 | 65.6205496166 |
| 2018-02-01 | 65.7087373333 |
| 2018-03-01 | 65.8268445356 |
| 2018-04-01 | 65.9200017984 |
| 2018-05-01 | 66.0461687054 |
| 2018-06-01 | 66.3277656037 |
| 2018-07-01 | 66.3427086714 |
| 2018-08-01 | 66.3769935086 |
| 2018-09-01 | 66.6360378991 |
| 2018-10-01 | 66.8206441535 |
| 2018-11-01 | 67.0943577820 |
| 2018-12-01 | 67.3125283272 |
| 2019-01-01 | 67.3596395373 |
| 2019-02-01 | 67.5496618123 |
| 2019-03-01 | 67.6476875572 |
| 2019-04-01 | 67.7294576403 |
| 2019-05-01 | 67.9477627679 |
| 2019-06-01 | 68.3487218839 |
| 2019-07-01 | 68.6239097241 |
| 2019-08-01 | 68.8450002930 |
| 2019-09-01 | 68.9955205050 |
| 2019-10-01 | 68.8960654819 |
| 2019-11-01 | 69.1368371938 |
| 2019-12-01 | 69.3377656345 |
| 2020-01-01 | 69.9042672758 |
| 2020-02-01 | 70.5105674994 |
| 2020-03-01 | 70.0816142854 |
| 2020-04-01 | 63.7218923242 |
| 2020-05-01 | 64.7447113393 |
| 2020-06-01 | 66.0891297532 |
| 2020-07-01 | 65.9756901505 |
| 2020-08-01 | 66.1928436496 |
| 2020-09-01 | 66.4622531192 |
| 2020-10-01 | 66.7727604798 |
| 2020-11-01 | 66.9213225444 |
| 2020-12-01 | 67.2915632175 |
| 2021-01-01 | 66.7230125414 |
| 2021-02-01 | 66.7503949026 |
| 2021-03-01 | 67.0243976991 |
| 2021-04-01 | 66.8731429386 |
| 2021-05-01 | 66.8311279303 |
| 2021-06-01 | 66.6377676753 |
| 2021-07-01 | 66.8268571643 |
| 2021-08-01 | 66.8639622990 |
| 2021-09-01 | 66.7491126876 |
| 2021-10-01 | 66.9555248805 |
| 2021-11-01 | 67.0362132287 |
| 2021-12-01 | 67.0576058061 |
| 2022-01-01 | 66.4167592639 |
| 2022-02-01 | 66.4589932969 |
| 2022-03-01 | 66.4424508970 |
| 2022-04-01 | 66.6048681718 |
| 2022-05-01 | 67.0172046771 |
| 2022-06-01 | 66.8868911763 |
| 2022-07-01 | 67.1726954515 |
| 2022-08-01 | 67.3610040617 |
| 2022-09-01 | 67.4548384471 |
| 2022-10-01 | 67.5670525644 |
| 2022-11-01 | 67.5957498943 |
| 2022-12-01 | 67.6053232855 |
| 2023-01-01 | 68.1940206445 |
| 2023-02-01 | 68.4335309897 |
| 2023-03-01 | 68.1455093832 |
| 2023-04-01 | 69.1225284162 |
| 2023-05-01 | 69.2819626015 |
| 2023-06-01 | 69.8246437371 |
| 2023-07-01 | 69.9386975990 |
| 2023-08-01 | 70.2913386036 |
| 2023-09-01 | 70.7767449904 |
| 2023-10-01 | 70.2936881963 |
| 2023-11-01 | 70.5733588884 |
| 2023-12-01 | 70.7452877620 |
| 2024-01-01 | 71.4565876043 |
| 2024-02-01 | 71.2870785891 |
| 2024-03-01 | 71.3268939780 |
| 2024-04-01 | 71.4496627576 |
| 2024-05-01 | 71.2490077824 |
| 2024-06-01 | 71.5394007798 |
| 2024-07-01 | 72.3228784434 |
| 2024-08-01 | 72.0282153521 |
| 2024-09-01 | 72.1021212788 |
| 2024-10-01 | 73.0407613945 |
| 2024-11-01 | 73.3545713868 |
| 2024-12-01 | 73.4631461317 |
| 2025-01-01 | 73.7238063867 |
| 2025-02-01 | 73.6342358983 |
| 2025-03-01 | 73.5997475110 |
| 2025-04-01 | 73.5900747055 |
| 2025-05-01 | 73.6128436184 |
| 2025-06-01 | 73.5430593107 |
| 2025-07-01 | 73.7320070942 |
| 2025-08-01 | 73.4761272854 |
| 2025-09-01 | 73.4266743392 |
| 2025-10-01 | 73.4718040469 |
| 2025-11-01 | 73.4035470491 |
| 2025-12-01 | 73.8675840458 |
| 2026-01-01 | 74.0041835849 |
| 2026-02-01 | 74.4024615863 |
| 2026-03-01 | 74.7696029440 |
| 2026-04-01 | 75.1589130165 |
| 2026-05-01 | 75.5847142431 |
| 2026-06-01 | 75.5474456259 |
| 2026-07-01 | 75.6383610997 |
| 2026-08-01 | 76.0105154870 |