Table Data - All Employees: Education and Health Services: Private Education and Health Services in Lake Havasu City-Kingman, AZ (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Lake Havasu City-Kingman, AZ (MSA) |
|---|---|
| Series ID | SMU04294206500000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:59 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 | 1.9827427189 |
| 1990-02-01 | 1.9526609074 |
| 1990-03-01 | 1.9779592212 |
| 1990-04-01 | 2.1510403257 |
| 1990-05-01 | 2.1324864567 |
| 1990-06-01 | 2.0633091048 |
| 1990-07-01 | 2.1062569786 |
| 1990-08-01 | 2.1111899515 |
| 1990-09-01 | 2.1031749825 |
| 1990-10-01 | 2.0970295166 |
| 1990-11-01 | 2.1054905526 |
| 1990-12-01 | 2.2152046791 |
| 1991-01-01 | 2.2841786576 |
| 1991-02-01 | 2.3600132535 |
| 1991-03-01 | 2.4778614321 |
| 1991-04-01 | 2.3443615862 |
| 1991-05-01 | 2.3299574292 |
| 1991-06-01 | 2.2587486446 |
| 1991-07-01 | 2.4095533925 |
| 1991-08-01 | 2.4099860703 |
| 1991-09-01 | 2.5041265638 |
| 1991-10-01 | 2.5002015038 |
| 1991-11-01 | 2.5049379483 |
| 1991-12-01 | 2.5196251076 |
| 1992-01-01 | 2.4848070385 |
| 1992-02-01 | 2.5658675731 |
| 1992-03-01 | 2.5762587316 |
| 1992-04-01 | 2.5348307285 |
| 1992-05-01 | 2.5291530153 |
| 1992-06-01 | 2.6492214631 |
| 1992-07-01 | 2.7147830000 |
| 1992-08-01 | 2.7113402428 |
| 1992-09-01 | 2.7054084027 |
| 1992-10-01 | 2.8069427513 |
| 1992-11-01 | 2.8014022329 |
| 1992-12-01 | 2.8272806042 |
| 1993-01-01 | 2.6828946384 |
| 1993-02-01 | 2.7714319030 |
| 1993-03-01 | 2.7715610437 |
| 1993-04-01 | 2.8254337663 |
| 1993-05-01 | 2.8277540112 |
| 1993-06-01 | 2.8428902641 |
| 1993-07-01 | 2.8183091688 |
| 1993-08-01 | 2.9106616450 |
| 1993-09-01 | 2.9105607657 |
| 1993-10-01 | 2.9169250031 |
| 1993-11-01 | 2.9998115702 |
| 1993-12-01 | 2.9321932783 |
| 1994-01-01 | 2.9746876224 |
| 1994-02-01 | 2.9739349535 |
| 1994-03-01 | 3.0700565902 |
| 1994-04-01 | 3.1152826629 |
| 1994-05-01 | 3.1278619961 |
| 1994-06-01 | 3.1423832050 |
| 1994-07-01 | 3.1248597389 |
| 1994-08-01 | 3.1068496047 |
| 1994-09-01 | 3.1133906057 |
| 1994-10-01 | 3.1250655727 |
| 1994-11-01 | 3.0967749561 |
| 1994-12-01 | 3.1371583008 |
| 1995-01-01 | 3.1698995674 |
| 1995-02-01 | 3.1743542840 |
| 1995-03-01 | 3.1671770726 |
| 1995-04-01 | 3.2059347657 |
| 1995-05-01 | 3.2246955303 |
| 1995-06-01 | 3.2523792448 |
| 1995-07-01 | 3.2288783622 |
| 1995-08-01 | 3.2000291126 |
| 1995-09-01 | 3.3171803909 |
| 1995-10-01 | 3.2283852609 |
| 1995-11-01 | 3.2004111545 |
| 1995-12-01 | 3.3365030407 |
| 1996-01-01 | 3.4706836778 |
| 1996-02-01 | 3.4685230399 |
| 1996-03-01 | 3.5685821098 |
| 1996-04-01 | 3.4949331920 |
| 1996-05-01 | 3.5186993228 |
| 1996-06-01 | 3.5632710787 |
| 1996-07-01 | 3.7345181932 |
| 1996-08-01 | 3.7007440953 |
| 1996-09-01 | 3.7154265868 |
| 1996-10-01 | 3.7270217597 |
| 1996-11-01 | 3.8072858225 |
| 1996-12-01 | 3.8342741194 |
| 1997-01-01 | 3.8787351301 |
| 1997-02-01 | 3.8590937354 |
| 1997-03-01 | 3.8680156789 |
| 1997-04-01 | 3.8843900524 |
| 1997-05-01 | 3.9106232856 |
| 1997-06-01 | 3.9728294559 |
| 1997-07-01 | 4.0409990509 |
| 1997-08-01 | 4.1048873146 |
| 1997-09-01 | 4.1184775628 |
| 1997-10-01 | 4.2187072249 |
| 1997-11-01 | 4.2180307303 |
| 1997-12-01 | 4.2250418874 |
| 1998-01-01 | 4.1863732583 |
| 1998-02-01 | 4.2539478234 |
| 1998-03-01 | 4.2715955638 |
| 1998-04-01 | 4.2720649217 |
| 1998-05-01 | 4.2987855056 |
| 1998-06-01 | 4.2767611047 |
| 1998-07-01 | 4.3533924588 |
| 1998-08-01 | 4.4133966699 |
| 1998-09-01 | 4.5225945826 |
| 1998-10-01 | 4.4104757711 |
| 1998-11-01 | 4.4255582897 |
| 1998-12-01 | 4.3190784847 |
| 1999-01-01 | 4.3869487413 |
| 1999-02-01 | 4.4495813522 |
| 1999-03-01 | 4.4713135110 |
| 1999-04-01 | 4.5634527146 |
| 1999-05-01 | 4.5840135984 |
| 1999-06-01 | 4.5837140911 |
| 1999-07-01 | 4.5739144985 |
| 1999-08-01 | 4.5212608668 |
| 1999-09-01 | 4.6303044865 |
| 1999-10-01 | 4.6032966986 |
| 1999-11-01 | 4.6244848675 |
| 1999-12-01 | 4.7078114984 |
| 2000-01-01 | 4.7790568900 |
| 2000-02-01 | 4.8471475723 |
| 2000-03-01 | 4.7714906739 |
| 2000-04-01 | 4.9605182589 |
| 2000-05-01 | 4.9748476228 |
| 2000-06-01 | 5.0947821793 |
| 2000-07-01 | 5.1983107692 |
| 2000-08-01 | 5.0319855610 |
| 2000-09-01 | 5.0318161995 |
| 2000-10-01 | 5.0977782628 |
| 2000-11-01 | 5.0148598834 |
| 2000-12-01 | 5.0989415636 |
| 2001-01-01 | 5.0592574284 |
| 2001-02-01 | 5.0423751720 |
| 2001-03-01 | 5.0675680804 |
| 2001-04-01 | 5.0650217831 |
| 2001-05-01 | 5.0749990477 |
| 2001-06-01 | 5.1179397596 |
| 2001-07-01 | 5.1310334192 |
| 2001-08-01 | 5.2339030330 |
| 2001-09-01 | 5.1303521078 |
| 2001-10-01 | 5.0896001524 |
| 2001-11-01 | 5.1931682627 |
| 2001-12-01 | 5.1823770621 |
| 2002-01-01 | 5.3407685386 |
| 2002-02-01 | 5.3429155469 |
| 2002-03-01 | 5.3660052435 |
| 2002-04-01 | 5.3690034140 |
| 2002-05-01 | 5.4867500537 |
| 2002-06-01 | 5.4436691645 |
| 2002-07-01 | 5.4655608636 |
| 2002-08-01 | 5.5295695754 |
| 2002-09-01 | 5.5249794543 |
| 2002-10-01 | 5.5802905417 |
| 2002-11-01 | 5.6668755970 |
| 2002-12-01 | 5.6666183469 |
| 2003-01-01 | 5.6276628212 |
| 2003-02-01 | 5.6462624830 |
| 2003-03-01 | 5.6634569406 |
| 2003-04-01 | 5.6734483374 |
| 2003-05-01 | 5.6924536700 |
| 2003-06-01 | 5.7685542229 |
| 2003-07-01 | 5.9042716635 |
| 2003-08-01 | 5.9219329522 |
| 2003-09-01 | 6.0231367588 |
| 2003-10-01 | 6.0676528381 |
| 2003-11-01 | 6.0406859564 |
| 2003-12-01 | 6.0427568150 |
| 2004-01-01 | 6.1303923406 |
| 2004-02-01 | 6.2570274025 |
| 2004-03-01 | 6.1612554380 |
| 2004-04-01 | 6.1708343967 |
| 2004-05-01 | 6.1967664030 |
| 2004-06-01 | 6.1839960436 |
| 2004-07-01 | 6.2324716309 |
| 2004-08-01 | 6.3199158048 |
| 2004-09-01 | 6.4194580337 |
| 2004-10-01 | 6.3558308887 |
| 2004-11-01 | 6.4295020153 |
| 2004-12-01 | 6.4225475564 |
| 2005-01-01 | 6.4410424303 |
| 2005-02-01 | 6.4630223721 |
| 2005-03-01 | 6.4618419961 |
| 2005-04-01 | 6.5646786380 |
| 2005-05-01 | 6.4892537239 |
| 2005-06-01 | 6.5930719363 |
| 2005-07-01 | 6.5509986169 |
| 2005-08-01 | 6.6188584038 |
| 2005-09-01 | 6.6241030948 |
| 2005-10-01 | 6.6462428581 |
| 2005-11-01 | 6.8283552410 |
| 2005-12-01 | 6.8049400694 |
| 2006-01-01 | 6.8589000103 |
| 2006-02-01 | 6.8624203317 |
| 2006-03-01 | 6.9600619600 |
| 2006-04-01 | 6.9595279950 |
| 2006-05-01 | 7.0831311617 |
| 2006-06-01 | 7.0952474013 |
| 2006-07-01 | 7.0560921458 |
| 2006-08-01 | 7.0175039593 |
| 2006-09-01 | 7.1330152169 |
| 2006-10-01 | 7.2422284130 |
| 2006-11-01 | 7.2300937039 |
| 2006-12-01 | 7.2975745120 |
| 2007-01-01 | 7.2761519419 |
| 2007-02-01 | 7.2551010529 |
| 2007-03-01 | 7.3603720404 |
| 2007-04-01 | 7.3582847958 |
| 2007-05-01 | 7.3685645281 |
| 2007-06-01 | 7.3956823932 |
| 2007-07-01 | 7.4587360885 |
| 2007-08-01 | 7.3155937600 |
| 2007-09-01 | 7.5436405847 |
| 2007-10-01 | 7.5393007179 |
| 2007-11-01 | 7.5326767376 |
| 2007-12-01 | 7.5958667883 |
| 2008-01-01 | 7.4894923414 |
| 2008-02-01 | 7.6448155583 |
| 2008-03-01 | 7.5571349423 |
| 2008-04-01 | 7.6603493562 |
| 2008-05-01 | 7.6619611398 |
| 2008-06-01 | 7.6028908804 |
| 2008-07-01 | 7.6582362337 |
| 2008-08-01 | 7.6127100869 |
| 2008-09-01 | 7.5426761889 |
| 2008-10-01 | 7.5317005894 |
| 2008-11-01 | 7.5362751862 |
| 2008-12-01 | 7.5009106839 |
| 2009-01-01 | 7.6981291067 |
| 2009-02-01 | 7.6368250999 |
| 2009-03-01 | 7.6591501122 |
| 2009-04-01 | 7.5604149588 |
| 2009-05-01 | 7.5555225720 |
| 2009-06-01 | 7.7153100509 |
| 2009-07-01 | 7.7589233978 |
| 2009-08-01 | 7.8093235923 |
| 2009-09-01 | 7.8366012744 |
| 2009-10-01 | 7.9248585812 |
| 2009-11-01 | 8.0355602959 |
| 2009-12-01 | 8.0051693100 |
| 2010-01-01 | 8.0005285282 |
| 2010-02-01 | 8.0343917080 |
| 2010-03-01 | 8.0568512894 |
| 2010-04-01 | 8.1624383842 |
| 2010-05-01 | 8.1592831208 |
| 2010-06-01 | 8.2322707930 |
| 2010-07-01 | 8.1619011336 |
| 2010-08-01 | 8.2046989832 |
| 2010-09-01 | 8.2258492131 |
| 2010-10-01 | 8.2161182903 |
| 2010-11-01 | 8.2277727188 |
| 2010-12-01 | 8.3054435471 |
| 2011-01-01 | 8.4004391507 |
| 2011-02-01 | 8.4413468107 |
| 2011-03-01 | 8.4579310779 |
| 2011-04-01 | 8.4625954680 |
| 2011-05-01 | 8.5624129676 |
| 2011-06-01 | 8.4463268483 |
| 2011-07-01 | 8.4676903569 |
| 2011-08-01 | 8.5033919224 |
| 2011-09-01 | 8.5183826830 |
| 2011-10-01 | 8.5063043868 |
| 2011-11-01 | 8.4216000726 |
| 2011-12-01 | 8.3986606949 |
| 2012-01-01 | 8.2966731688 |
| 2012-02-01 | 8.3481979711 |
| 2012-03-01 | 8.4550667394 |
| 2012-04-01 | 8.3659513140 |
| 2012-05-01 | 8.3703284725 |
| 2012-06-01 | 8.3675415011 |
| 2012-07-01 | 8.3704865617 |
| 2012-08-01 | 8.2997558013 |
| 2012-09-01 | 8.3083880400 |
| 2012-10-01 | 8.2959399295 |
| 2012-11-01 | 8.3159800381 |
| 2012-12-01 | 8.2930757364 |
| 2013-01-01 | 8.1965788207 |
| 2013-02-01 | 8.1506333286 |
| 2013-03-01 | 8.1547629685 |
| 2013-04-01 | 8.2688497979 |
| 2013-05-01 | 8.0787390377 |
| 2013-06-01 | 8.0852231723 |
| 2013-07-01 | 8.1658181459 |
| 2013-08-01 | 8.1932308090 |
| 2013-09-01 | 8.2071010641 |
| 2013-10-01 | 8.1932910150 |
| 2013-11-01 | 8.2113130301 |
| 2013-12-01 | 8.1887534963 |
| 2014-01-01 | 8.2949459826 |
| 2014-02-01 | 8.2489017726 |
| 2014-03-01 | 8.2516404615 |
| 2014-04-01 | 8.2750161818 |
| 2014-05-01 | 8.2873154952 |
| 2014-06-01 | 8.2989843392 |
| 2014-07-01 | 8.2587345183 |
| 2014-08-01 | 8.2810145968 |
| 2014-09-01 | 8.3077475922 |
| 2014-10-01 | 8.3976754903 |
| 2014-11-01 | 8.4107166900 |
| 2014-12-01 | 8.4912373232 |
| 2015-01-01 | 8.4905054797 |
| 2015-02-01 | 8.5483236360 |
| 2015-03-01 | 8.5474021248 |
| 2015-04-01 | 8.5757729437 |
| 2015-05-01 | 8.5912627341 |
| 2015-06-01 | 8.6032949210 |
| 2015-07-01 | 8.6543610735 |
| 2015-08-01 | 8.6719461079 |
| 2015-09-01 | 8.7120895567 |
| 2015-10-01 | 8.7068710546 |
| 2015-11-01 | 8.7167614309 |
| 2015-12-01 | 8.6954524108 |
| 2016-01-01 | 8.6792145395 |
| 2016-02-01 | 8.7464373324 |
| 2016-03-01 | 8.7434523320 |
| 2016-04-01 | 8.6729462052 |
| 2016-05-01 | 8.6889332541 |
| 2016-06-01 | 8.7110509845 |
| 2016-07-01 | 8.7527018483 |
| 2016-08-01 | 8.7639410288 |
| 2016-09-01 | 8.7148642851 |
| 2016-10-01 | 8.7176526107 |
| 2016-11-01 | 8.7270186664 |
| 2016-12-01 | 8.8060541776 |
| 2017-01-01 | 8.5609906771 |
| 2017-02-01 | 8.6390676396 |
| 2017-03-01 | 8.6349592539 |
| 2017-04-01 | 8.6704361512 |
| 2017-05-01 | 8.6871486018 |
| 2017-06-01 | 8.7227047934 |
| 2017-07-01 | 8.6540399791 |
| 2017-08-01 | 8.6640301086 |
| 2017-09-01 | 8.7202891781 |
| 2017-10-01 | 8.6219501098 |
| 2017-11-01 | 8.6291435700 |
| 2017-12-01 | 8.7147211341 |
| 2018-01-01 | 8.7416939253 |
| 2018-02-01 | 8.7306845702 |
| 2018-03-01 | 8.8310402095 |
| 2018-04-01 | 8.8686856156 |
| 2018-05-01 | 8.8863177184 |
| 2018-06-01 | 8.9376524275 |
| 2018-07-01 | 8.9575501168 |
| 2018-08-01 | 8.9662865131 |
| 2018-09-01 | 9.0218052037 |
| 2018-10-01 | 9.0232828346 |
| 2018-11-01 | 9.0297607723 |
| 2018-12-01 | 9.0231919391 |
| 2019-01-01 | 9.0237591677 |
| 2019-02-01 | 9.0145227922 |
| 2019-03-01 | 8.9283922841 |
| 2019-04-01 | 9.0700629354 |
| 2019-05-01 | 9.0909287915 |
| 2019-06-01 | 9.0584219207 |
| 2019-07-01 | 9.0594927854 |
| 2019-08-01 | 9.0703413414 |
| 2019-09-01 | 9.0171937833 |
| 2019-10-01 | 9.0191834877 |
| 2019-11-01 | 9.0268808321 |
| 2019-12-01 | 9.0292049639 |
| 2020-01-01 | 9.1169214007 |
| 2020-02-01 | 9.0976337981 |
| 2020-03-01 | 9.0283894895 |
| 2020-04-01 | 8.3708918909 |
| 2020-05-01 | 8.7980876758 |
| 2020-06-01 | 8.8752762187 |
| 2020-07-01 | 8.8583235647 |
| 2020-08-01 | 8.8712623546 |
| 2020-09-01 | 8.9093848185 |
| 2020-10-01 | 9.0186821712 |
| 2020-11-01 | 9.0293743711 |
| 2020-12-01 | 9.1385244772 |
| 2021-01-01 | 9.0161431017 |
| 2021-02-01 | 8.8744794950 |
| 2021-03-01 | 8.9200993120 |
| 2021-04-01 | 9.0718335674 |
| 2021-05-01 | 9.1098820619 |
| 2021-06-01 | 9.2946056193 |
| 2021-07-01 | 9.1566245839 |
| 2021-08-01 | 9.1663507627 |
| 2021-09-01 | 9.1970500135 |
| 2021-10-01 | 9.2215721089 |
| 2021-11-01 | 9.2290145438 |
| 2021-12-01 | 9.2521733680 |
| 2022-01-01 | 9.2227059326 |
| 2022-02-01 | 9.2658096315 |
| 2022-03-01 | 9.2064637576 |
| 2022-04-01 | 9.2649669777 |
| 2022-05-01 | 9.3142788974 |
| 2022-06-01 | 9.3038439576 |
| 2022-07-01 | 9.4575990020 |
| 2022-08-01 | 9.4592040882 |
| 2022-09-01 | 9.4892857279 |
| 2022-10-01 | 9.4273927614 |
| 2022-11-01 | 9.4368139531 |
| 2022-12-01 | 9.4646376437 |
| 2023-01-01 | 9.4308089385 |
| 2023-02-01 | 9.4628138451 |
| 2023-03-01 | 9.4914406567 |
| 2023-04-01 | 9.2544425823 |
| 2023-05-01 | 9.5126823995 |
| 2023-06-01 | 9.6101484084 |
| 2023-07-01 | 9.5557380745 |
| 2023-08-01 | 9.5497883318 |
| 2023-09-01 | 9.5855637000 |
| 2023-10-01 | 9.6361075065 |
| 2023-11-01 | 9.6446787909 |
| 2023-12-01 | 9.6762277907 |
| 2024-01-01 | 9.9396623133 |
| 2024-02-01 | 9.8712047663 |
| 2024-03-01 | 9.8784502906 |
| 2024-04-01 | 9.8407533465 |
| 2024-05-01 | 9.7056063071 |
| 2024-06-01 | 9.8025916502 |
| 2024-07-01 | 9.8526257873 |
| 2024-08-01 | 9.9466945669 |
| 2024-09-01 | 9.9932432967 |
| 2024-10-01 | 9.9421169945 |
| 2024-11-01 | 10.0558948253 |
| 2024-12-01 | 9.9855501468 |
| 2025-01-01 | 10.0419812245 |
| 2025-02-01 | 9.9740474409 |
| 2025-03-01 | 10.0690507758 |
| 2025-04-01 | 10.0319123364 |
| 2025-05-01 | 9.9990424826 |
| 2025-06-01 | 9.8972834574 |
| 2025-07-01 | 9.8496793578 |
| 2025-08-01 | 9.8452869641 |
| 2025-09-01 | 9.8018566130 |
| 2025-10-01 | 9.8462132820 |
| 2025-11-01 | 9.7589084837 |
| 2025-12-01 | 9.7920075008 |
| 2026-01-01 | 9.7420557610 |
| 2026-02-01 | 9.7821492538 |
| 2026-03-01 | 9.7639671654 |
| 2026-04-01 | 9.8257943578 |
| 2026-05-01 | 9.8930539075 |
| 2026-06-01 | 10.0890100003 |
| 2026-07-01 | 10.1468969512 |
| 2026-08-01 | 9.8487458076 |
| 2026-09-01 | 9.9109248181 |