Table Data - All Employees: Private Service Providing in Flagstaff, AZ (MSA)
| Title | All Employees: Private Service Providing in Flagstaff, AZ (MSA) |
|---|---|
| Series ID | SMU04223800800000001SA |
| 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 10:54 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 | 23.3543447753 |
| 1990-02-01 | 23.3795568665 |
| 1990-03-01 | 23.7529327417 |
| 1990-04-01 | 22.9737277925 |
| 1990-05-01 | 23.2356670136 |
| 1990-06-01 | 22.9517457924 |
| 1990-07-01 | 22.8111591223 |
| 1990-08-01 | 22.8814597906 |
| 1990-09-01 | 22.6947294535 |
| 1990-10-01 | 21.9677361189 |
| 1990-11-01 | 22.5464192092 |
| 1990-12-01 | 22.2354547851 |
| 1991-01-01 | 23.6499736583 |
| 1991-02-01 | 23.7044333458 |
| 1991-03-01 | 23.8629389575 |
| 1991-04-01 | 23.6729289219 |
| 1991-05-01 | 23.4364719284 |
| 1991-06-01 | 23.6459258692 |
| 1991-07-01 | 23.6164465608 |
| 1991-08-01 | 23.6768663763 |
| 1991-09-01 | 23.7957258001 |
| 1991-10-01 | 23.9423901970 |
| 1991-11-01 | 24.2370489098 |
| 1991-12-01 | 24.1120591247 |
| 1992-01-01 | 24.6492954594 |
| 1992-02-01 | 24.9506926837 |
| 1992-03-01 | 24.8978933032 |
| 1992-04-01 | 25.3529420047 |
| 1992-05-01 | 25.1577101313 |
| 1992-06-01 | 25.1363542872 |
| 1992-07-01 | 25.4077332954 |
| 1992-08-01 | 25.2835601600 |
| 1992-09-01 | 25.4884378430 |
| 1992-10-01 | 25.3077018901 |
| 1992-11-01 | 25.2268491429 |
| 1992-12-01 | 25.4806563124 |
| 1993-01-01 | 25.3626514669 |
| 1993-02-01 | 25.0909783910 |
| 1993-03-01 | 25.2490081245 |
| 1993-04-01 | 25.2244367233 |
| 1993-05-01 | 25.6605889649 |
| 1993-06-01 | 25.8303627404 |
| 1993-07-01 | 25.8196549634 |
| 1993-08-01 | 25.8928259881 |
| 1993-09-01 | 25.6696692925 |
| 1993-10-01 | 25.8793375597 |
| 1993-11-01 | 25.8086647994 |
| 1993-12-01 | 25.9493392971 |
| 1994-01-01 | 25.9722591203 |
| 1994-02-01 | 26.0306357284 |
| 1994-03-01 | 26.4978425965 |
| 1994-04-01 | 26.2248711168 |
| 1994-05-01 | 26.1559347843 |
| 1994-06-01 | 26.2004841383 |
| 1994-07-01 | 26.3353289417 |
| 1994-08-01 | 26.6002719934 |
| 1994-09-01 | 26.3611737257 |
| 1994-10-01 | 27.0517048258 |
| 1994-11-01 | 27.4764688992 |
| 1994-12-01 | 27.4559159914 |
| 1995-01-01 | 26.6946101212 |
| 1995-02-01 | 27.1411304105 |
| 1995-03-01 | 27.0262052026 |
| 1995-04-01 | 27.4377442874 |
| 1995-05-01 | 27.1233177089 |
| 1995-06-01 | 27.2545755951 |
| 1995-07-01 | 27.5861741842 |
| 1995-08-01 | 27.4252656159 |
| 1995-09-01 | 27.6523122438 |
| 1995-10-01 | 27.6222912796 |
| 1995-11-01 | 27.7249661610 |
| 1995-12-01 | 27.2801593256 |
| 1996-01-01 | 27.9343804898 |
| 1996-02-01 | 28.2385430622 |
| 1996-03-01 | 28.4457968127 |
| 1996-04-01 | 28.6523684904 |
| 1996-05-01 | 29.0026482484 |
| 1996-06-01 | 28.7888976750 |
| 1996-07-01 | 28.6038860896 |
| 1996-08-01 | 28.8683373496 |
| 1996-09-01 | 28.7698171295 |
| 1996-10-01 | 28.5764458622 |
| 1996-11-01 | 28.7563681178 |
| 1996-12-01 | 28.8324651167 |
| 1997-01-01 | 29.1111110154 |
| 1997-02-01 | 29.0227661045 |
| 1997-03-01 | 29.0800605639 |
| 1997-04-01 | 28.8456111226 |
| 1997-05-01 | 28.9559863981 |
| 1997-06-01 | 29.1082582278 |
| 1997-07-01 | 29.3047318639 |
| 1997-08-01 | 29.5311249183 |
| 1997-09-01 | 29.6087039146 |
| 1997-10-01 | 29.6333551785 |
| 1997-11-01 | 29.7171491930 |
| 1997-12-01 | 29.3406574967 |
| 1998-01-01 | 29.7840541905 |
| 1998-02-01 | 29.6056585850 |
| 1998-03-01 | 29.6046482300 |
| 1998-04-01 | 29.4721692859 |
| 1998-05-01 | 29.5321917613 |
| 1998-06-01 | 29.5460217503 |
| 1998-07-01 | 29.0508793820 |
| 1998-08-01 | 29.1804334363 |
| 1998-09-01 | 29.4495838894 |
| 1998-10-01 | 29.5081859018 |
| 1998-11-01 | 29.6027928573 |
| 1998-12-01 | 29.6326874586 |
| 1999-01-01 | 29.6369503080 |
| 1999-02-01 | 29.8848908319 |
| 1999-03-01 | 30.0209449343 |
| 1999-04-01 | 30.2934234922 |
| 1999-05-01 | 30.3101543468 |
| 1999-06-01 | 30.5204529356 |
| 1999-07-01 | 31.1093078276 |
| 1999-08-01 | 30.8245849276 |
| 1999-09-01 | 30.7808553470 |
| 1999-10-01 | 31.5143588015 |
| 1999-11-01 | 31.5105846264 |
| 1999-12-01 | 31.2829661435 |
| 2000-01-01 | 31.3319020952 |
| 2000-02-01 | 31.0581845412 |
| 2000-03-01 | 31.7988721420 |
| 2000-04-01 | 32.6325978762 |
| 2000-05-01 | 33.0376784837 |
| 2000-06-01 | 33.0656049043 |
| 2000-07-01 | 33.0553874146 |
| 2000-08-01 | 32.8308196911 |
| 2000-09-01 | 32.8046039964 |
| 2000-10-01 | 33.0554297480 |
| 2000-11-01 | 32.7175797303 |
| 2000-12-01 | 33.1508266732 |
| 2001-01-01 | 32.7785165346 |
| 2001-02-01 | 32.9137241625 |
| 2001-03-01 | 32.9553956987 |
| 2001-04-01 | 32.5633988594 |
| 2001-05-01 | 32.6482760322 |
| 2001-06-01 | 32.7294804930 |
| 2001-07-01 | 32.9601874670 |
| 2001-08-01 | 33.3416836793 |
| 2001-09-01 | 33.1322079074 |
| 2001-10-01 | 32.6193007281 |
| 2001-11-01 | 32.7476184169 |
| 2001-12-01 | 32.8136514748 |
| 2002-01-01 | 33.3576562879 |
| 2002-02-01 | 32.8436061986 |
| 2002-03-01 | 32.7544369439 |
| 2002-04-01 | 33.0134798953 |
| 2002-05-01 | 33.0921010853 |
| 2002-06-01 | 33.0403754332 |
| 2002-07-01 | 33.1967712779 |
| 2002-08-01 | 33.4328001322 |
| 2002-09-01 | 33.5337070505 |
| 2002-10-01 | 33.5891362907 |
| 2002-11-01 | 33.7623271974 |
| 2002-12-01 | 33.7157730707 |
| 2003-01-01 | 33.7310642060 |
| 2003-02-01 | 33.3794334676 |
| 2003-03-01 | 33.5421936178 |
| 2003-04-01 | 33.2286583927 |
| 2003-05-01 | 33.2050083956 |
| 2003-06-01 | 33.3368688854 |
| 2003-07-01 | 33.5795126367 |
| 2003-08-01 | 33.8657658696 |
| 2003-09-01 | 33.6434838833 |
| 2003-10-01 | 33.8266179578 |
| 2003-11-01 | 34.0588995855 |
| 2003-12-01 | 34.1279215975 |
| 2004-01-01 | 34.7297472870 |
| 2004-02-01 | 34.6271857972 |
| 2004-03-01 | 34.6056555967 |
| 2004-04-01 | 34.7237008279 |
| 2004-05-01 | 34.9373537777 |
| 2004-06-01 | 35.0378171947 |
| 2004-07-01 | 34.7499460368 |
| 2004-08-01 | 34.6952326742 |
| 2004-09-01 | 34.3612730166 |
| 2004-10-01 | 35.2332139641 |
| 2004-11-01 | 35.2283110280 |
| 2004-12-01 | 35.5616142255 |
| 2005-01-01 | 35.8891878007 |
| 2005-02-01 | 35.9884140194 |
| 2005-03-01 | 35.8994159889 |
| 2005-04-01 | 36.6734737278 |
| 2005-05-01 | 36.1491859438 |
| 2005-06-01 | 36.2106324155 |
| 2005-07-01 | 36.5210604182 |
| 2005-08-01 | 36.8502846674 |
| 2005-09-01 | 36.9833438524 |
| 2005-10-01 | 36.9231698095 |
| 2005-11-01 | 36.9891290614 |
| 2005-12-01 | 36.9586326856 |
| 2006-01-01 | 36.6865764335 |
| 2006-02-01 | 36.9453642365 |
| 2006-03-01 | 37.3226890426 |
| 2006-04-01 | 37.3417088597 |
| 2006-05-01 | 37.5889430802 |
| 2006-06-01 | 37.6023787737 |
| 2006-07-01 | 37.5624328182 |
| 2006-08-01 | 37.3561863306 |
| 2006-09-01 | 37.4593074599 |
| 2006-10-01 | 37.6347865976 |
| 2006-11-01 | 37.6453040307 |
| 2006-12-01 | 37.6384200725 |
| 2007-01-01 | 37.8075117448 |
| 2007-02-01 | 37.9128650472 |
| 2007-03-01 | 38.2041959045 |
| 2007-04-01 | 38.1135448468 |
| 2007-05-01 | 38.1285500685 |
| 2007-06-01 | 38.7789747879 |
| 2007-07-01 | 38.3843704193 |
| 2007-08-01 | 38.3433769412 |
| 2007-09-01 | 38.1426337630 |
| 2007-10-01 | 38.6393009809 |
| 2007-11-01 | 38.5903608327 |
| 2007-12-01 | 38.5943882472 |
| 2008-01-01 | 38.7179054102 |
| 2008-02-01 | 38.5933590190 |
| 2008-03-01 | 38.6457023411 |
| 2008-04-01 | 38.6343867542 |
| 2008-05-01 | 38.1697011950 |
| 2008-06-01 | 37.7383909805 |
| 2008-07-01 | 37.6656962789 |
| 2008-08-01 | 37.6809797044 |
| 2008-09-01 | 37.5273631700 |
| 2008-10-01 | 37.2308978145 |
| 2008-11-01 | 37.3618888276 |
| 2008-12-01 | 37.0674149221 |
| 2009-01-01 | 36.5147769087 |
| 2009-02-01 | 36.6972195280 |
| 2009-03-01 | 36.4409770506 |
| 2009-04-01 | 36.2759797208 |
| 2009-05-01 | 36.2725853266 |
| 2009-06-01 | 36.1375101331 |
| 2009-07-01 | 36.2378997350 |
| 2009-08-01 | 36.3159469113 |
| 2009-09-01 | 36.3092959387 |
| 2009-10-01 | 35.9150177392 |
| 2009-11-01 | 35.9627091554 |
| 2009-12-01 | 36.0569153749 |
| 2010-01-01 | 36.6023318674 |
| 2010-02-01 | 36.1287766037 |
| 2010-03-01 | 35.4602965793 |
| 2010-04-01 | 35.9380911945 |
| 2010-05-01 | 35.5431295261 |
| 2010-06-01 | 35.7014848827 |
| 2010-07-01 | 35.7899499326 |
| 2010-08-01 | 35.7326599353 |
| 2010-09-01 | 35.6702985241 |
| 2010-10-01 | 36.4049050190 |
| 2010-11-01 | 36.1153367497 |
| 2010-12-01 | 36.1798985782 |
| 2011-01-01 | 36.1854457609 |
| 2011-02-01 | 36.0916544262 |
| 2011-03-01 | 35.9545454546 |
| 2011-04-01 | 35.9855215393 |
| 2011-05-01 | 36.1830296167 |
| 2011-06-01 | 36.0326618447 |
| 2011-07-01 | 36.1438826168 |
| 2011-08-01 | 36.0843005718 |
| 2011-09-01 | 35.9419829855 |
| 2011-10-01 | 36.1902055969 |
| 2011-11-01 | 36.0777536427 |
| 2011-12-01 | 36.0300868757 |
| 2012-01-01 | 36.1628739895 |
| 2012-02-01 | 36.1674966582 |
| 2012-03-01 | 36.1961033377 |
| 2012-04-01 | 36.3052531398 |
| 2012-05-01 | 36.6215008543 |
| 2012-06-01 | 36.7754503689 |
| 2012-07-01 | 36.6214272801 |
| 2012-08-01 | 36.6575597104 |
| 2012-09-01 | 36.7179327549 |
| 2012-10-01 | 36.4638340653 |
| 2012-11-01 | 36.0495597149 |
| 2012-12-01 | 35.9878849713 |
| 2013-01-01 | 36.9544444967 |
| 2013-02-01 | 36.6245091202 |
| 2013-03-01 | 36.8913150212 |
| 2013-04-01 | 37.0698035358 |
| 2013-05-01 | 37.1659965765 |
| 2013-06-01 | 37.4615314788 |
| 2013-07-01 | 37.5472421420 |
| 2013-08-01 | 37.6656461337 |
| 2013-09-01 | 37.6951219616 |
| 2013-10-01 | 37.6433767093 |
| 2013-11-01 | 37.6720125370 |
| 2013-12-01 | 37.9240718906 |
| 2014-01-01 | 37.9783599753 |
| 2014-02-01 | 37.9439766301 |
| 2014-03-01 | 37.9627944526 |
| 2014-04-01 | 37.8806092756 |
| 2014-05-01 | 38.2474570618 |
| 2014-06-01 | 38.6009062793 |
| 2014-07-01 | 38.4087980309 |
| 2014-08-01 | 38.4052978307 |
| 2014-09-01 | 38.5816237546 |
| 2014-10-01 | 38.7129581184 |
| 2014-11-01 | 38.8607753228 |
| 2014-12-01 | 38.8019962459 |
| 2015-01-01 | 39.2149901274 |
| 2015-02-01 | 39.0323913989 |
| 2015-03-01 | 39.2245704961 |
| 2015-04-01 | 39.0769549393 |
| 2015-05-01 | 38.9594507697 |
| 2015-06-01 | 39.0787496355 |
| 2015-07-01 | 39.0025533195 |
| 2015-08-01 | 39.1863900903 |
| 2015-09-01 | 39.0916569141 |
| 2015-10-01 | 39.1741440095 |
| 2015-11-01 | 38.9748379964 |
| 2015-12-01 | 39.1288721420 |
| 2016-01-01 | 39.1445866925 |
| 2016-02-01 | 39.9137953970 |
| 2016-03-01 | 39.1967677474 |
| 2016-04-01 | 39.7657090271 |
| 2016-05-01 | 40.0062444151 |
| 2016-06-01 | 39.8622113112 |
| 2016-07-01 | 40.1285623442 |
| 2016-08-01 | 40.4916142857 |
| 2016-09-01 | 40.2342333793 |
| 2016-10-01 | 40.2185614422 |
| 2016-11-01 | 40.3603507860 |
| 2016-12-01 | 40.2012709593 |
| 2017-01-01 | 40.2498998859 |
| 2017-02-01 | 40.5725898164 |
| 2017-03-01 | 40.3843811591 |
| 2017-04-01 | 40.7945720535 |
| 2017-05-01 | 40.6648850086 |
| 2017-06-01 | 40.7549317035 |
| 2017-07-01 | 41.1668541498 |
| 2017-08-01 | 40.8038380937 |
| 2017-09-01 | 40.9747837558 |
| 2017-10-01 | 41.0837603772 |
| 2017-11-01 | 40.9065459025 |
| 2017-12-01 | 41.0806935716 |
| 2018-01-01 | 40.9232728230 |
| 2018-02-01 | 40.7098470809 |
| 2018-03-01 | 41.0861303263 |
| 2018-04-01 | 40.9285487279 |
| 2018-05-01 | 41.1610233984 |
| 2018-06-01 | 41.3336375812 |
| 2018-07-01 | 41.3805301988 |
| 2018-08-01 | 41.6154072881 |
| 2018-09-01 | 41.7522379106 |
| 2018-10-01 | 41.6480428131 |
| 2018-11-01 | 41.8743857187 |
| 2018-12-01 | 41.8853198880 |
| 2019-01-01 | 41.3447794522 |
| 2019-02-01 | 41.5154712969 |
| 2019-03-01 | 41.6628557492 |
| 2019-04-01 | 41.8070327033 |
| 2019-05-01 | 41.7586803546 |
| 2019-06-01 | 41.8063292704 |
| 2019-07-01 | 41.4731533328 |
| 2019-08-01 | 41.5338981930 |
| 2019-09-01 | 41.5333430658 |
| 2019-10-01 | 41.7453352975 |
| 2019-11-01 | 41.7416735454 |
| 2019-12-01 | 42.3417879493 |
| 2020-01-01 | 42.7345425752 |
| 2020-02-01 | 42.1113109209 |
| 2020-03-01 | 41.9220564481 |
| 2020-04-01 | 30.1820503749 |
| 2020-05-01 | 32.5441770284 |
| 2020-06-01 | 35.1314014862 |
| 2020-07-01 | 35.6540830377 |
| 2020-08-01 | 36.2612151346 |
| 2020-09-01 | 36.8467433158 |
| 2020-10-01 | 37.5716850332 |
| 2020-11-01 | 37.6684909077 |
| 2020-12-01 | 37.8203324704 |
| 2021-01-01 | 38.2902956631 |
| 2021-02-01 | 38.7828099390 |
| 2021-03-01 | 39.1451446980 |
| 2021-04-01 | 39.8798356439 |
| 2021-05-01 | 40.0928357915 |
| 2021-06-01 | 40.6419413861 |
| 2021-07-01 | 41.5343317398 |
| 2021-08-01 | 41.6841153363 |
| 2021-09-01 | 41.6497358051 |
| 2021-10-01 | 42.3436989254 |
| 2021-11-01 | 42.3319322805 |
| 2021-12-01 | 42.3189289421 |
| 2022-01-01 | 42.7401263007 |
| 2022-02-01 | 43.0655189441 |
| 2022-03-01 | 43.1592674129 |
| 2022-04-01 | 43.1524685068 |
| 2022-05-01 | 43.1042407622 |
| 2022-06-01 | 42.7352635752 |
| 2022-07-01 | 43.2955531584 |
| 2022-08-01 | 43.2061360573 |
| 2022-09-01 | 43.5786701847 |
| 2022-10-01 | 43.5305540913 |
| 2022-11-01 | 43.7612901039 |
| 2022-12-01 | 43.9991944040 |
| 2023-01-01 | 43.1755185438 |
| 2023-02-01 | 43.4497424047 |
| 2023-03-01 | 43.4493013515 |
| 2023-04-01 | 43.5434918607 |
| 2023-05-01 | 43.6911164509 |
| 2023-06-01 | 43.9383812598 |
| 2023-07-01 | 43.7677097726 |
| 2023-08-01 | 43.9189121491 |
| 2023-09-01 | 44.1769954846 |
| 2023-10-01 | 44.2238024876 |
| 2023-11-01 | 44.6021823048 |
| 2023-12-01 | 44.8490987314 |
| 2024-01-01 | 45.0422957156 |
| 2024-02-01 | 45.0684754768 |
| 2024-03-01 | 45.2627252750 |
| 2024-04-01 | 45.1235491502 |
| 2024-05-01 | 45.2544525637 |
| 2024-06-01 | 45.4474973168 |
| 2024-07-01 | 45.2335014036 |
| 2024-08-01 | 45.4096580925 |
| 2024-09-01 | 45.2658784466 |
| 2024-10-01 | 45.3017444497 |
| 2024-11-01 | 45.2580944289 |
| 2024-12-01 | 45.3810159697 |
| 2025-01-01 | 45.6301756368 |
| 2025-02-01 | 45.5908215878 |
| 2025-03-01 | 45.7970512279 |
| 2025-04-01 | 45.9236241452 |
| 2025-05-01 | 46.2286395258 |
| 2025-06-01 | 45.7815178110 |
| 2025-07-01 | 46.0897241815 |
| 2025-08-01 | 46.0605031674 |
| 2025-09-01 | 46.1095754965 |
| 2025-10-01 | 46.2449367408 |
| 2025-11-01 | 46.2948658934 |
| 2025-12-01 | 46.5338708421 |
| 2026-01-01 | 46.5662362963 |
| 2026-02-01 | 46.5472445539 |
| 2026-03-01 | 46.2646578491 |
| 2026-04-01 | 46.1108562287 |
| 2026-05-01 | 46.0133514165 |
| 2026-06-01 | 45.9266169885 |
| 2026-07-01 | 45.9059538310 |
| 2026-08-01 | 45.8790293207 |