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 2026-08-01 |
| Last Updated | 2026-09-18 10:53 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 | 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 | 6.4410424304 |
| 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 | 6.6462428580 |
| 2005-11-01 | 6.8283552410 |
| 2005-12-01 | 6.8049400693 |
| 2006-01-01 | 6.8589000104 |
| 2006-02-01 | 6.8624203316 |
| 2006-03-01 | 6.9600619600 |
| 2006-04-01 | 6.9595279949 |
| 2006-05-01 | 7.0831311618 |
| 2006-06-01 | 7.0952474014 |
| 2006-07-01 | 7.0560921458 |
| 2006-08-01 | 7.0175039593 |
| 2006-09-01 | 7.1330152169 |
| 2006-10-01 | 7.2422284129 |
| 2006-11-01 | 7.2300937036 |
| 2006-12-01 | 7.2975745117 |
| 2007-01-01 | 7.2761519419 |
| 2007-02-01 | 7.2551010527 |
| 2007-03-01 | 7.3603720404 |
| 2007-04-01 | 7.3582847958 |
| 2007-05-01 | 7.3685645286 |
| 2007-06-01 | 7.3956823937 |
| 2007-07-01 | 7.4587360890 |
| 2007-08-01 | 7.3155937604 |
| 2007-09-01 | 7.5436405848 |
| 2007-10-01 | 7.5393007176 |
| 2007-11-01 | 7.5326767366 |
| 2007-12-01 | 7.5958667870 |
| 2008-01-01 | 7.4894923405 |
| 2008-02-01 | 7.6448155573 |
| 2008-03-01 | 7.5571349419 |
| 2008-04-01 | 7.6603493562 |
| 2008-05-01 | 7.6619611442 |
| 2008-06-01 | 7.6028908816 |
| 2008-07-01 | 7.6582362353 |
| 2008-08-01 | 7.6127100886 |
| 2008-09-01 | 7.5426761897 |
| 2008-10-01 | 7.5317005886 |
| 2008-11-01 | 7.5362751831 |
| 2008-12-01 | 7.5009106792 |
| 2009-01-01 | 7.6981291002 |
| 2009-02-01 | 7.6368250964 |
| 2009-03-01 | 7.6591501136 |
| 2009-04-01 | 7.5604149600 |
| 2009-05-01 | 7.5555225825 |
| 2009-06-01 | 7.7153100553 |
| 2009-07-01 | 7.7589234030 |
| 2009-08-01 | 7.8093235972 |
| 2009-09-01 | 7.8366012776 |
| 2009-10-01 | 7.9248585800 |
| 2009-11-01 | 8.0355602885 |
| 2009-12-01 | 8.0051692976 |
| 2010-01-01 | 8.0005285095 |
| 2010-02-01 | 8.0343916934 |
| 2010-03-01 | 8.0568512825 |
| 2010-04-01 | 8.1624384036 |
| 2010-05-01 | 8.1592831488 |
| 2010-06-01 | 8.2322708110 |
| 2010-07-01 | 8.1619011400 |
| 2010-08-01 | 8.2046989920 |
| 2010-09-01 | 8.2258492181 |
| 2010-10-01 | 8.2161182858 |
| 2010-11-01 | 8.2277727043 |
| 2010-12-01 | 8.3054435289 |
| 2011-01-01 | 8.4004390471 |
| 2011-02-01 | 8.4413468069 |
| 2011-03-01 | 8.4579310922 |
| 2011-04-01 | 8.4625955359 |
| 2011-05-01 | 8.5624130326 |
| 2011-06-01 | 8.4463268887 |
| 2011-07-01 | 8.4676903528 |
| 2011-08-01 | 8.5033919079 |
| 2011-09-01 | 8.5183826609 |
| 2011-10-01 | 8.5063043555 |
| 2011-11-01 | 8.4216000413 |
| 2011-12-01 | 8.3986606818 |
| 2012-01-01 | 8.2966730159 |
| 2012-02-01 | 8.3481980253 |
| 2012-03-01 | 8.4550668136 |
| 2012-04-01 | 8.3659514471 |
| 2012-05-01 | 8.3703285503 |
| 2012-06-01 | 8.3675415010 |
| 2012-07-01 | 8.3704864706 |
| 2012-08-01 | 8.2997557103 |
| 2012-09-01 | 8.3083879948 |
| 2012-10-01 | 8.2959399188 |
| 2012-11-01 | 8.3159800595 |
| 2012-12-01 | 8.2930758021 |
| 2013-01-01 | 8.1965786345 |
| 2013-02-01 | 8.1506333599 |
| 2013-03-01 | 8.1547629175 |
| 2013-04-01 | 8.2688507006 |
| 2013-05-01 | 8.0787388343 |
| 2013-06-01 | 8.0852228724 |
| 2013-07-01 | 8.1658177842 |
| 2013-08-01 | 8.1932305510 |
| 2013-09-01 | 8.2071009771 |
| 2013-10-01 | 8.1932910447 |
| 2013-11-01 | 8.2113131006 |
| 2013-12-01 | 8.1887543410 |
| 2014-01-01 | 8.2949461896 |
| 2014-02-01 | 8.2489015670 |
| 2014-03-01 | 8.2516399995 |
| 2014-04-01 | 8.2750175363 |
| 2014-05-01 | 8.2873146420 |
| 2014-06-01 | 8.2989829105 |
| 2014-07-01 | 8.2587336916 |
| 2014-08-01 | 8.2810142357 |
| 2014-09-01 | 8.3077487451 |
| 2014-10-01 | 8.3976757560 |
| 2014-11-01 | 8.4107199333 |
| 2014-12-01 | 8.4912384199 |
| 2015-01-01 | 8.4905050721 |
| 2015-02-01 | 8.5483218438 |
| 2015-03-01 | 8.5473998202 |
| 2015-04-01 | 8.5757734679 |
| 2015-05-01 | 8.5912604625 |
| 2015-06-01 | 8.6032922655 |
| 2015-07-01 | 8.6543603911 |
| 2015-08-01 | 8.6719471857 |
| 2015-09-01 | 8.7120942345 |
| 2015-10-01 | 8.7068739553 |
| 2015-11-01 | 8.7167693897 |
| 2015-12-01 | 8.6954537689 |
| 2016-01-01 | 8.6792120363 |
| 2016-02-01 | 8.7464314217 |
| 2016-03-01 | 8.7434437803 |
| 2016-04-01 | 8.6729432461 |
| 2016-05-01 | 8.6889290931 |
| 2016-06-01 | 8.7110475205 |
| 2016-07-01 | 8.7527022180 |
| 2016-08-01 | 8.7639458724 |
| 2016-09-01 | 8.7148760349 |
| 2016-10-01 | 8.7176624837 |
| 2016-11-01 | 8.7270379092 |
| 2016-12-01 | 8.8060637920 |
| 2017-01-01 | 8.5609851678 |
| 2017-02-01 | 8.6390174444 |
| 2017-03-01 | 8.6349561235 |
| 2017-04-01 | 8.6704276647 |
| 2017-05-01 | 8.6871423752 |
| 2017-06-01 | 8.7227084739 |
| 2017-07-01 | 8.6540469455 |
| 2017-08-01 | 8.6640417807 |
| 2017-09-01 | 8.7203085067 |
| 2017-10-01 | 8.6219669149 |
| 2017-11-01 | 8.6291715531 |
| 2017-12-01 | 8.7147493659 |
| 2018-01-01 | 8.7416885409 |
| 2018-02-01 | 8.7305667582 |
| 2018-03-01 | 8.8310311986 |
| 2018-04-01 | 8.8686767330 |
| 2018-05-01 | 8.8863141474 |
| 2018-06-01 | 8.9376772806 |
| 2018-07-01 | 8.9575645942 |
| 2018-08-01 | 8.9663038589 |
| 2018-09-01 | 9.0218295763 |
| 2018-10-01 | 9.0233046544 |
| 2018-11-01 | 9.0297975708 |
| 2018-12-01 | 9.0232389616 |
| 2019-01-01 | 9.0237539737 |
| 2019-02-01 | 9.0143370378 |
| 2019-03-01 | 8.9283757478 |
| 2019-04-01 | 9.0700460365 |
| 2019-05-01 | 9.0909170743 |
| 2019-06-01 | 9.0585134947 |
| 2019-07-01 | 9.0595030845 |
| 2019-08-01 | 9.0703540235 |
| 2019-09-01 | 9.0172146494 |
| 2019-10-01 | 9.0192058674 |
| 2019-11-01 | 9.0269188943 |
| 2019-12-01 | 9.0292663114 |
| 2020-01-01 | 9.1169212823 |
| 2020-02-01 | 9.0974223263 |
| 2020-03-01 | 9.0283539173 |
| 2020-04-01 | 8.3708718948 |
| 2020-05-01 | 8.7980699091 |
| 2020-06-01 | 8.8754288075 |
| 2020-07-01 | 8.8583242264 |
| 2020-08-01 | 8.8712640796 |
| 2020-09-01 | 8.9093874838 |
| 2020-10-01 | 9.0186789281 |
| 2020-11-01 | 9.0293776577 |
| 2020-12-01 | 9.1386666863 |
| 2021-01-01 | 9.0161050156 |
| 2021-02-01 | 8.8742616936 |
| 2021-03-01 | 8.9200824025 |
| 2021-04-01 | 9.0718516912 |
| 2021-05-01 | 9.1098355891 |
| 2021-06-01 | 9.2948343113 |
| 2021-07-01 | 9.1566334164 |
| 2021-08-01 | 9.1663334455 |
| 2021-09-01 | 9.1970178162 |
| 2021-10-01 | 9.2215256119 |
| 2021-11-01 | 9.2289569300 |
| 2021-12-01 | 9.2523576043 |
| 2022-01-01 | 9.2225923061 |
| 2022-02-01 | 9.2655913839 |
| 2022-03-01 | 9.2064458123 |
| 2022-04-01 | 9.2650542964 |
| 2022-05-01 | 9.3142643211 |
| 2022-06-01 | 9.3041545802 |
| 2022-07-01 | 9.4576692742 |
| 2022-08-01 | 9.4591969732 |
| 2022-09-01 | 9.4892608269 |
| 2022-10-01 | 9.4273596617 |
| 2022-11-01 | 9.4367335655 |
| 2022-12-01 | 9.4648085001 |
| 2023-01-01 | 9.4304628653 |
| 2023-02-01 | 9.4623799561 |
| 2023-03-01 | 9.4912134890 |
| 2023-04-01 | 9.2545200427 |
| 2023-05-01 | 9.5128893104 |
| 2023-06-01 | 9.6108044003 |
| 2023-07-01 | 9.5561620524 |
| 2023-08-01 | 9.5500790042 |
| 2023-09-01 | 9.5849795824 |
| 2023-10-01 | 9.6362689804 |
| 2023-11-01 | 9.6448338317 |
| 2023-12-01 | 9.6764181798 |
| 2024-01-01 | 9.9390387960 |
| 2024-02-01 | 9.8703136821 |
| 2024-03-01 | 9.8777244715 |
| 2024-04-01 | 9.8406333493 |
| 2024-05-01 | 9.7060918908 |
| 2024-06-01 | 9.8036747252 |
| 2024-07-01 | 9.8535837303 |
| 2024-08-01 | 9.9475353957 |
| 2024-09-01 | 9.9915571979 |
| 2024-10-01 | 9.9426108091 |
| 2024-11-01 | 10.0564187643 |
| 2024-12-01 | 9.9858720356 |
| 2025-01-01 | 10.0410788936 |
| 2025-02-01 | 9.9726046509 |
| 2025-03-01 | 10.0677587411 |
| 2025-04-01 | 10.0315415183 |
| 2025-05-01 | 9.9998307549 |
| 2025-06-01 | 9.8988825137 |
| 2025-07-01 | 9.8512758364 |
| 2025-08-01 | 9.8468013119 |
| 2025-09-01 | 9.7986546292 |
| 2025-10-01 | 9.8470743949 |
| 2025-11-01 | 9.7598707411 |
| 2025-12-01 | 9.7924837828 |
| 2026-01-01 | 9.7410098694 |
| 2026-02-01 | 9.7802644764 |
| 2026-03-01 | 9.7623129669 |
| 2026-04-01 | 9.8254208022 |
| 2026-05-01 | 9.8942971669 |
| 2026-06-01 | 10.0912273273 |
| 2026-07-01 | 10.1492211433 |
| 2026-08-01 | 9.8510444501 |