Table Data - All Employees: Professional and Business Services in Flagstaff, AZ (MSA)
| Title | All Employees: Professional and Business Services in Flagstaff, AZ (MSA) |
|---|---|
| Series ID | FLAG304PBSV |
| 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 2025-11-01 |
| Last Updated | 2026-01-07 9:57 PM CST |
| 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 | 1.47309716091343 |
| 1990-02-01 | 1.45242754500967 |
| 1990-03-01 | 1.45729886089691 |
| 1990-04-01 | 1.46761618438508 |
| 1990-05-01 | 1.57970324798298 |
| 1990-06-01 | 1.43483054853730 |
| 1990-07-01 | 1.45404179626678 |
| 1990-08-01 | 1.47115457292701 |
| 1990-09-01 | 1.46666773568734 |
| 1990-10-01 | 1.36484080521188 |
| 1990-11-01 | 1.44070392479726 |
| 1990-12-01 | 1.43319126416508 |
| 1991-01-01 | 1.47649113113044 |
| 1991-02-01 | 1.45286744860016 |
| 1991-03-01 | 1.55836474208042 |
| 1991-04-01 | 1.46989874421307 |
| 1991-05-01 | 1.48252690076328 |
| 1991-06-01 | 1.53319165800261 |
| 1991-07-01 | 1.35173044698949 |
| 1991-08-01 | 1.36815544309581 |
| 1991-09-01 | 1.36560338808578 |
| 1991-10-01 | 1.46526916417568 |
| 1991-11-01 | 1.53977713791385 |
| 1991-12-01 | 1.52791324585568 |
| 1992-01-01 | 1.58266291436851 |
| 1992-02-01 | 1.65419962219106 |
| 1992-03-01 | 1.65850748379096 |
| 1992-04-01 | 1.67591174556597 |
| 1992-05-01 | 1.68590525364244 |
| 1992-06-01 | 1.73185622249902 |
| 1992-07-01 | 1.74820903301008 |
| 1992-08-01 | 1.76369264282338 |
| 1992-09-01 | 1.76321772367587 |
| 1992-10-01 | 1.76441347047192 |
| 1992-11-01 | 1.73882277862138 |
| 1992-12-01 | 1.72321525721238 |
| 1993-01-01 | 1.68847095578840 |
| 1993-02-01 | 1.65523909789977 |
| 1993-03-01 | 1.56061546680308 |
| 1993-04-01 | 1.68436147732771 |
| 1993-05-01 | 1.68820311208800 |
| 1993-06-01 | 1.73149764264368 |
| 1993-07-01 | 1.74396235381945 |
| 1993-08-01 | 1.75664579283248 |
| 1993-09-01 | 1.75881144246694 |
| 1993-10-01 | 1.76241240291486 |
| 1993-11-01 | 1.73879026732528 |
| 1993-12-01 | 1.82231310280180 |
| 1994-01-01 | 1.79248497448391 |
| 1994-02-01 | 1.85866028537374 |
| 1994-03-01 | 1.86721801632939 |
| 1994-04-01 | 1.88908560621815 |
| 1994-05-01 | 1.88818730524370 |
| 1994-06-01 | 1.93271034673441 |
| 1994-07-01 | 1.93611190228668 |
| 1994-08-01 | 1.94707400203924 |
| 1994-09-01 | 1.95842579693781 |
| 1994-10-01 | 1.95901070814179 |
| 1994-11-01 | 2.04326915157223 |
| 1994-12-01 | 2.02204837333559 |
| 1995-01-01 | 1.89436364047532 |
| 1995-02-01 | 1.96253079174216 |
| 1995-03-01 | 1.97619661469683 |
| 1995-04-01 | 1.88934361472968 |
| 1995-05-01 | 1.88495136059266 |
| 1995-06-01 | 1.83534103744221 |
| 1995-07-01 | 1.82946794562754 |
| 1995-08-01 | 1.84142919443205 |
| 1995-09-01 | 1.85933532016888 |
| 1995-10-01 | 1.85071626690733 |
| 1995-11-01 | 1.84148177567254 |
| 1995-12-01 | 1.82740410200220 |
| 1996-01-01 | 1.89993765087199 |
| 1996-02-01 | 1.86738932335908 |
| 1996-03-01 | 1.88261242215468 |
| 1996-04-01 | 1.89088945724004 |
| 1996-05-01 | 1.98490345362215 |
| 1996-06-01 | 1.93340509584045 |
| 1996-07-01 | 1.81898982416140 |
| 1996-08-01 | 1.93953175150752 |
| 1996-09-01 | 1.96400809392604 |
| 1996-10-01 | 1.83443421943763 |
| 1996-11-01 | 1.93314790206377 |
| 1996-12-01 | 1.93725020167292 |
| 1997-01-01 | 2.01286030814825 |
| 1997-02-01 | 2.07554252041604 |
| 1997-03-01 | 1.98850685335029 |
| 1997-04-01 | 2.19415099464039 |
| 1997-05-01 | 2.18574324551979 |
| 1997-06-01 | 2.22566845841639 |
| 1997-07-01 | 2.31057967931583 |
| 1997-08-01 | 2.33935257001849 |
| 1997-09-01 | 2.26220531240715 |
| 1997-10-01 | 2.31491218945627 |
| 1997-11-01 | 2.31718802363520 |
| 1997-12-01 | 2.44803409348062 |
| 1998-01-01 | 2.43335788284111 |
| 1998-02-01 | 2.39074736540241 |
| 1998-03-01 | 2.39253655873527 |
| 1998-04-01 | 2.40276624627206 |
| 1998-05-01 | 2.39116443976411 |
| 1998-06-01 | 2.31295909190812 |
| 1998-07-01 | 2.29972580581805 |
| 1998-08-01 | 2.23495511856744 |
| 1998-09-01 | 2.35982803286519 |
| 1998-10-01 | 2.39432842165674 |
| 1998-11-01 | 2.40122014844947 |
| 1998-12-01 | 2.35190195103407 |
| 1999-01-01 | 2.35940334948149 |
| 1999-02-01 | 2.41076120859075 |
| 1999-03-01 | 2.39856994372592 |
| 1999-04-01 | 2.30836780674391 |
| 1999-05-01 | 2.29258805016477 |
| 1999-06-01 | 2.40243815407308 |
| 1999-07-01 | 2.39826535445518 |
| 1999-08-01 | 2.32841099895142 |
| 1999-09-01 | 2.24832034979395 |
| 1999-10-01 | 2.38275260897966 |
| 1999-11-01 | 2.38228225964332 |
| 1999-12-01 | 2.35737659232160 |
| 2000-01-01 | 2.38006946548768 |
| 2000-02-01 | 2.32893421740366 |
| 2000-03-01 | 2.39918255262618 |
| 2000-04-01 | 2.61842567774843 |
| 2000-05-01 | 2.89456849509164 |
| 2000-06-01 | 2.69363211896627 |
| 2000-07-01 | 2.69954168962954 |
| 2000-08-01 | 2.71733880088881 |
| 2000-09-01 | 2.73806564150728 |
| 2000-10-01 | 2.67611569213505 |
| 2000-11-01 | 2.67249540030952 |
| 2000-12-01 | 2.66266969302342 |
| 2001-01-01 | 2.39376656921758 |
| 2001-02-01 | 2.54871793885436 |
| 2001-03-01 | 2.59884460960828 |
| 2001-04-01 | 2.51698325255497 |
| 2001-05-01 | 2.58794543079654 |
| 2001-06-01 | 2.58838535165400 |
| 2001-07-01 | 2.60625193906593 |
| 2001-08-01 | 2.60110841798789 |
| 2001-09-01 | 2.62706442567015 |
| 2001-10-01 | 2.68862888406002 |
| 2001-11-01 | 2.67538084340446 |
| 2001-12-01 | 2.66857043822968 |
| 2002-01-01 | 2.59687518798332 |
| 2002-02-01 | 2.66164199442308 |
| 2002-03-01 | 2.59326799686052 |
| 2002-04-01 | 2.71137375210076 |
| 2002-05-01 | 2.67971604192189 |
| 2002-06-01 | 2.68179544745632 |
| 2002-07-01 | 2.70907732918122 |
| 2002-08-01 | 2.78520321346766 |
| 2002-09-01 | 2.82788638323816 |
| 2002-10-01 | 2.70521011102368 |
| 2002-11-01 | 2.88983995307780 |
| 2002-12-01 | 2.86697446405156 |
| 2003-01-01 | 3.00163986266814 |
| 2003-02-01 | 2.97011235573585 |
| 2003-03-01 | 3.09028921012468 |
| 2003-04-01 | 2.90016529721790 |
| 2003-05-01 | 2.96461879391799 |
| 2003-06-01 | 2.97400062912058 |
| 2003-07-01 | 3.00804055844444 |
| 2003-08-01 | 3.07164241608659 |
| 2003-09-01 | 3.13090269341642 |
| 2003-10-01 | 3.23306135795458 |
| 2003-11-01 | 3.20443340146127 |
| 2003-12-01 | 3.26813146829492 |
| 2004-01-01 | 3.29941059297511 |
| 2004-02-01 | 3.27215225915338 |
| 2004-03-01 | 3.38504068237524 |
| 2004-04-01 | 3.40073022117894 |
| 2004-05-01 | 3.25358039473714 |
| 2004-06-01 | 3.36267288034502 |
| 2004-07-01 | 3.50027868118145 |
| 2004-08-01 | 3.36147403658091 |
| 2004-09-01 | 3.23572620977392 |
| 2004-10-01 | 3.25310046607236 |
| 2004-11-01 | 3.31446589804534 |
| 2004-12-01 | 3.36936722419331 |
| 2005-01-01 | 3.40394800445761 |
| 2005-02-01 | 3.47831741350593 |
| 2005-03-01 | 3.48371643770155 |
| 2005-04-01 | 3.49888327014060 |
| 2005-05-01 | 3.44132631955428 |
| 2005-06-01 | 3.45327258511088 |
| 2005-07-01 | 3.39154145718599 |
| 2005-08-01 | 3.35258072325189 |
| 2005-09-01 | 3.33598499743225 |
| 2005-10-01 | 3.37536007743277 |
| 2005-11-01 | 3.32002208492012 |
| 2005-12-01 | 3.37283189135482 |
| 2006-01-01 | 3.30186221881270 |
| 2006-02-01 | 3.38004035473496 |
| 2006-03-01 | 3.38438445517624 |
| 2006-04-01 | 3.39976552313847 |
| 2006-05-01 | 3.53403600141534 |
| 2006-06-01 | 3.55189687956839 |
| 2006-07-01 | 3.58652604436115 |
| 2006-08-01 | 3.55076019649151 |
| 2006-09-01 | 3.53631467452053 |
| 2006-10-01 | 3.48181891507941 |
| 2006-11-01 | 3.52000524794051 |
| 2006-12-01 | 3.47262540606128 |
| 2007-01-01 | 3.50037204165415 |
| 2007-02-01 | 3.37642369078191 |
| 2007-03-01 | 3.29086952848506 |
| 2007-04-01 | 3.29685001777806 |
| 2007-05-01 | 3.33108698071781 |
| 2007-06-01 | 3.36167320391607 |
| 2007-07-01 | 3.38419804754086 |
| 2007-08-01 | 3.45326392989380 |
| 2007-09-01 | 3.43614055171595 |
| 2007-10-01 | 3.38616578193855 |
| 2007-11-01 | 3.41707782534455 |
| 2007-12-01 | 3.27367693054629 |
| 2008-01-01 | 3.28658455878410 |
| 2008-02-01 | 3.26133838522106 |
| 2008-03-01 | 3.29508612578917 |
| 2008-04-01 | 3.29594144395378 |
| 2008-05-01 | 3.23401272156686 |
| 2008-06-01 | 3.18099467076612 |
| 2008-07-01 | 3.09011483361243 |
| 2008-08-01 | 3.06381403790761 |
| 2008-09-01 | 3.03805087336460 |
| 2008-10-01 | 2.98142602086359 |
| 2008-11-01 | 2.91304827242802 |
| 2008-12-01 | 2.86765511828693 |
| 2009-01-01 | 2.87116522217234 |
| 2009-02-01 | 2.84500408483822 |
| 2009-03-01 | 2.79402002262400 |
| 2009-04-01 | 2.78920032368862 |
| 2009-05-01 | 2.73931608632352 |
| 2009-06-01 | 2.70433224919897 |
| 2009-07-01 | 2.70366573538030 |
| 2009-08-01 | 2.67873536496413 |
| 2009-09-01 | 2.64197086535347 |
| 2009-10-01 | 2.67812027475833 |
| 2009-11-01 | 2.51044756337294 |
| 2009-12-01 | 2.65629862403888 |
| 2010-01-01 | 2.65755445418806 |
| 2010-02-01 | 2.72148989091638 |
| 2010-03-01 | 2.58921127931988 |
| 2010-04-01 | 2.58126539227095 |
| 2010-05-01 | 2.54527046186400 |
| 2010-06-01 | 2.52519940854099 |
| 2010-07-01 | 2.62064799695072 |
| 2010-08-01 | 2.59889974425739 |
| 2010-09-01 | 2.64913250427203 |
| 2010-10-01 | 2.57336903288189 |
| 2010-11-01 | 2.40690022607054 |
| 2010-12-01 | 2.53940513397993 |
| 2011-01-01 | 2.54989521088530 |
| 2011-02-01 | 2.60252131615240 |
| 2011-03-01 | 2.58263815937441 |
| 2011-04-01 | 2.57547476736623 |
| 2011-05-01 | 2.65124209321251 |
| 2011-06-01 | 2.63609373687966 |
| 2011-07-01 | 2.63624490547937 |
| 2011-08-01 | 2.61627203126442 |
| 2011-09-01 | 2.55043947627111 |
| 2011-10-01 | 2.67388955175597 |
| 2011-11-01 | 2.70503132467732 |
| 2011-12-01 | 2.72907821514706 |
| 2012-01-01 | 2.74547692192601 |
| 2012-02-01 | 2.68745072455543 |
| 2012-03-01 | 2.67715207848980 |
| 2012-04-01 | 2.67527361457518 |
| 2012-05-01 | 2.65228846950138 |
| 2012-06-01 | 2.64105280022026 |
| 2012-07-01 | 2.64937197627440 |
| 2012-08-01 | 2.72405183458252 |
| 2012-09-01 | 2.74772612189320 |
| 2012-10-01 | 2.77288807938317 |
| 2012-11-01 | 2.80296292346537 |
| 2012-12-01 | 2.82145768773893 |
| 2013-01-01 | 2.75001997126279 |
| 2013-02-01 | 2.78731297883836 |
| 2013-03-01 | 2.77782753585074 |
| 2013-04-01 | 2.77227538076582 |
| 2013-05-01 | 2.75487389272691 |
| 2013-06-01 | 2.73805455194013 |
| 2013-07-01 | 2.75791079998262 |
| 2013-08-01 | 2.71690951521849 |
| 2013-09-01 | 2.73917628685410 |
| 2013-10-01 | 2.76635429029805 |
| 2013-11-01 | 2.80262034684419 |
| 2013-12-01 | 2.82313008526010 |
| 2014-01-01 | 2.86576036215164 |
| 2014-02-01 | 2.89482646093335 |
| 2014-03-01 | 2.98865871839146 |
| 2014-04-01 | 2.97225898199256 |
| 2014-05-01 | 2.95236043432629 |
| 2014-06-01 | 3.02819016223123 |
| 2014-07-01 | 2.95471915282558 |
| 2014-08-01 | 2.90033399208110 |
| 2014-09-01 | 3.03466362762266 |
| 2014-10-01 | 2.95319322376373 |
| 2014-11-01 | 3.00378235209598 |
| 2014-12-01 | 3.02901607102807 |
| 2015-01-01 | 3.18278773516820 |
| 2015-02-01 | 3.21466993762925 |
| 2015-03-01 | 3.20361787563245 |
| 2015-04-01 | 3.17627006324461 |
| 2015-05-01 | 3.25266974752328 |
| 2015-06-01 | 3.11117773611902 |
| 2015-07-01 | 3.14335300226029 |
| 2015-08-01 | 3.17924693711538 |
| 2015-09-01 | 3.12660409685731 |
| 2015-10-01 | 3.24022397757371 |
| 2015-11-01 | 3.10265925396583 |
| 2015-12-01 | 3.14216630386224 |
| 2016-01-01 | 3.00197834451197 |
| 2016-02-01 | 3.03420577356118 |
| 2016-03-01 | 3.02264578967965 |
| 2016-04-01 | 3.08467610392863 |
| 2016-05-01 | 3.04287457471334 |
| 2016-06-01 | 3.09639766200452 |
| 2016-07-01 | 3.12702897781789 |
| 2016-08-01 | 3.16174749020765 |
| 2016-09-01 | 3.12526073003964 |
| 2016-10-01 | 3.13016719353091 |
| 2016-11-01 | 3.09787819326505 |
| 2016-12-01 | 3.05110684065690 |
| 2017-01-01 | 3.01481717307319 |
| 2017-02-01 | 3.05840544144100 |
| 2017-03-01 | 3.03817025643445 |
| 2017-04-01 | 3.09028371002907 |
| 2017-05-01 | 3.13547128661025 |
| 2017-06-01 | 3.18221765843805 |
| 2017-07-01 | 3.31078331423493 |
| 2017-08-01 | 3.15298143848866 |
| 2017-09-01 | 3.12397711674381 |
| 2017-10-01 | 3.22965803229858 |
| 2017-11-01 | 3.08743302700462 |
| 2017-12-01 | 3.16284767369769 |
| 2018-01-01 | 3.22313758954438 |
| 2018-02-01 | 3.17285775211364 |
| 2018-03-01 | 3.24671769042922 |
| 2018-04-01 | 3.19122559306699 |
| 2018-05-01 | 3.22923605264676 |
| 2018-06-01 | 3.27498902574111 |
| 2018-07-01 | 3.29417551844051 |
| 2018-08-01 | 3.35219771677003 |
| 2018-09-01 | 3.42636176331719 |
| 2018-10-01 | 3.43636008005940 |
| 2018-11-01 | 3.48155171291976 |
| 2018-12-01 | 3.47725046202120 |
| 2019-01-01 | 3.41875324545134 |
| 2019-02-01 | 3.48482164127957 |
| 2019-03-01 | 3.43655182914348 |
| 2019-04-01 | 3.48621684113353 |
| 2019-05-01 | 3.52956046926623 |
| 2019-06-01 | 3.47334415066464 |
| 2019-07-01 | 3.48522538448648 |
| 2019-08-01 | 3.46068276858169 |
| 2019-09-01 | 3.42180724974502 |
| 2019-10-01 | 3.44695094986042 |
| 2019-11-01 | 3.48321234659268 |
| 2019-12-01 | 3.48948302049874 |
| 2020-01-01 | 3.51198290549217 |
| 2020-02-01 | 3.48735801106780 |
| 2020-03-01 | 3.52261497043263 |
| 2020-04-01 | 2.87461932660953 |
| 2020-05-01 | 3.03005073353997 |
| 2020-06-01 | 3.08103237604519 |
| 2020-07-01 | 3.07996863337237 |
| 2020-08-01 | 3.06729562658288 |
| 2020-09-01 | 3.01649339493728 |
| 2020-10-01 | 3.15813372485469 |
| 2020-11-01 | 3.29525981227159 |
| 2020-12-01 | 3.29708032457158 |
| 2021-01-01 | 3.40330637644714 |
| 2021-02-01 | 3.48678433455483 |
| 2021-03-01 | 3.50340352147784 |
| 2021-04-01 | 3.56337289808833 |
| 2021-05-01 | 3.53308349246593 |
| 2021-06-01 | 3.58614533941828 |
| 2021-07-01 | 3.77985007299282 |
| 2021-08-01 | 3.87740617178265 |
| 2021-09-01 | 3.91049710113111 |
| 2021-10-01 | 3.96798382959759 |
| 2021-11-01 | 4.01020164595232 |
| 2021-12-01 | 3.99848297137123 |
| 2022-01-01 | 4.09931505856684 |
| 2022-02-01 | 4.07528556772203 |
| 2022-03-01 | 4.18605945417002 |
| 2022-04-01 | 4.15550357398671 |
| 2022-05-01 | 4.13774040641764 |
| 2022-06-01 | 4.09163848563558 |
| 2022-07-01 | 4.08306603410974 |
| 2022-08-01 | 4.08606845223405 |
| 2022-09-01 | 4.10947321463525 |
| 2022-10-01 | 4.17530403804892 |
| 2022-11-01 | 4.02445479797864 |
| 2022-12-01 | 4.09717825204910 |
| 2023-01-01 | 3.99126309686861 |
| 2023-02-01 | 3.96125125618364 |
| 2023-03-01 | 3.96722469933329 |
| 2023-04-01 | 4.05568347804538 |
| 2023-05-01 | 4.03968606894987 |
| 2023-06-01 | 4.19507665840150 |
| 2023-07-01 | 4.09243906720909 |
| 2023-08-01 | 4.09831285793793 |
| 2023-09-01 | 4.11376389269873 |
| 2023-10-01 | 3.97718194283445 |
| 2023-11-01 | 4.03260195905671 |
| 2023-12-01 | 3.98614120500227 |
| 2024-01-01 | 4.18857840830769 |
| 2024-02-01 | 4.14545208368153 |
| 2024-03-01 | 4.15892865371731 |
| 2024-04-01 | 4.15724668073880 |
| 2024-05-01 | 4.33932401343675 |
| 2024-06-01 | 4.29805684481575 |
| 2024-07-01 | 4.29991613611581 |
| 2024-08-01 | 4.30718872561218 |
| 2024-09-01 | 4.22230013705035 |
| 2024-10-01 | 4.38056900122607 |
| 2024-11-01 | 4.43360864605926 |
| 2024-12-01 | 4.47745566300904 |
| 2025-01-01 | 4.48367720368865 |
| 2025-02-01 | 4.53211011657253 |
| 2025-03-01 | 4.55540828930606 |
| 2025-04-01 | 4.46252612071164 |
| 2025-05-01 | 4.43684491262179 |
| 2025-06-01 | 4.39593269915165 |
| 2025-07-01 | 4.40553310257489 |
| 2025-08-01 | 4.41603204474741 |
| 2025-09-01 | 4.43261890452290 |
| 2025-10-01 | 4.48312586433408 |
| 2025-11-01 | 4.52977015824547 |