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 2026-06-01 |
| Last Updated | 2026-07-22 9:48 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 | 1.47308502325382 |
| 1990-02-01 | 1.45241592272383 |
| 1990-03-01 | 1.45729638026112 |
| 1990-04-01 | 1.46760020122385 |
| 1990-05-01 | 1.57971795833927 |
| 1990-06-01 | 1.43487202372745 |
| 1990-07-01 | 1.45405839975292 |
| 1990-08-01 | 1.47116829068196 |
| 1990-09-01 | 1.46669174501154 |
| 1990-10-01 | 1.36483076476538 |
| 1990-11-01 | 1.44065353499820 |
| 1990-12-01 | 1.43317966749051 |
| 1991-01-01 | 1.47647694795628 |
| 1991-02-01 | 1.45285440955439 |
| 1991-03-01 | 1.55836857656134 |
| 1991-04-01 | 1.46988944588462 |
| 1991-05-01 | 1.48254683787521 |
| 1991-06-01 | 1.53323602218005 |
| 1991-07-01 | 1.35175144370737 |
| 1991-08-01 | 1.36816786059619 |
| 1991-09-01 | 1.36561312828367 |
| 1991-10-01 | 1.46523461305267 |
| 1991-11-01 | 1.53974993293025 |
| 1991-12-01 | 1.52785870248049 |
| 1992-01-01 | 1.58264151883261 |
| 1992-02-01 | 1.65417757814540 |
| 1992-03-01 | 1.65854203845002 |
| 1992-04-01 | 1.67595552423749 |
| 1992-05-01 | 1.68597696525010 |
| 1992-06-01 | 1.73192412434487 |
| 1992-07-01 | 1.74823075773544 |
| 1992-08-01 | 1.76367230804967 |
| 1992-09-01 | 1.76316570950665 |
| 1992-10-01 | 1.76431185098387 |
| 1992-11-01 | 1.73878016856050 |
| 1992-12-01 | 1.72309220387014 |
| 1993-01-01 | 1.68844007312858 |
| 1993-02-01 | 1.65521024062288 |
| 1993-03-01 | 1.56067525655143 |
| 1993-04-01 | 1.68443215236124 |
| 1993-05-01 | 1.68886457194511 |
| 1993-06-01 | 1.73148626401825 |
| 1993-07-01 | 1.74387012626634 |
| 1993-08-01 | 1.75642626406562 |
| 1993-09-01 | 1.75850915923681 |
| 1993-10-01 | 1.76241177525770 |
| 1993-11-01 | 1.73860489607020 |
| 1993-12-01 | 1.82201557676456 |
| 1994-01-01 | 1.79234177608826 |
| 1994-02-01 | 1.85850994836719 |
| 1994-03-01 | 1.86793955650172 |
| 1994-04-01 | 1.88920634321753 |
| 1994-05-01 | 1.88951615198654 |
| 1994-06-01 | 1.93277661470401 |
| 1994-07-01 | 1.93613852841918 |
| 1994-08-01 | 1.94692550866955 |
| 1994-09-01 | 1.95594739382542 |
| 1994-10-01 | 1.95936500873533 |
| 1994-11-01 | 2.04307857623667 |
| 1994-12-01 | 2.02177044446593 |
| 1995-01-01 | 1.89428303567472 |
| 1995-02-01 | 1.96250241859197 |
| 1995-03-01 | 1.97779767110071 |
| 1995-04-01 | 1.88968084802234 |
| 1995-05-01 | 1.88707519481584 |
| 1995-06-01 | 1.83553264746409 |
| 1995-07-01 | 1.82955493187281 |
| 1995-08-01 | 1.84070259583891 |
| 1995-09-01 | 1.85446044246330 |
| 1995-10-01 | 1.85121311669005 |
| 1995-11-01 | 1.84121644513738 |
| 1995-12-01 | 1.82723698474055 |
| 1996-01-01 | 1.90015357472067 |
| 1996-02-01 | 1.86777775174462 |
| 1996-03-01 | 1.88544283102124 |
| 1996-04-01 | 1.89182009443085 |
| 1996-05-01 | 1.98706878723294 |
| 1996-06-01 | 1.93412917528009 |
| 1996-07-01 | 1.81970089695444 |
| 1996-08-01 | 1.93896001402313 |
| 1996-09-01 | 1.95379308859892 |
| 1996-10-01 | 1.83533793852897 |
| 1996-11-01 | 1.93304259794619 |
| 1996-12-01 | 1.93701406960631 |
| 1997-01-01 | 2.01271791373386 |
| 1997-02-01 | 2.07865831608171 |
| 1997-03-01 | 1.99399586083733 |
| 1997-04-01 | 2.19462826390170 |
| 1997-05-01 | 2.18709513002833 |
| 1997-06-01 | 2.22634158466699 |
| 1997-07-01 | 2.31140329821334 |
| 1997-08-01 | 2.33848431131855 |
| 1997-09-01 | 2.24852177421110 |
| 1997-10-01 | 2.31602205414766 |
| 1997-11-01 | 2.31720247130662 |
| 1997-12-01 | 2.44785285211277 |
| 1998-01-01 | 2.43239154741966 |
| 1998-02-01 | 2.39683560189442 |
| 1998-03-01 | 2.40089405462670 |
| 1998-04-01 | 2.40207829301094 |
| 1998-05-01 | 2.39115414153725 |
| 1998-06-01 | 2.31363115928451 |
| 1998-07-01 | 2.30074651421650 |
| 1998-08-01 | 2.23451403050485 |
| 1998-09-01 | 2.34305775521755 |
| 1998-10-01 | 2.39570438976570 |
| 1998-11-01 | 2.40161226754863 |
| 1998-12-01 | 2.35187455604828 |
| 1999-01-01 | 2.35756992291752 |
| 1999-02-01 | 2.41972020075846 |
| 1999-03-01 | 2.40866623851958 |
| 1999-04-01 | 2.30613727263231 |
| 1999-05-01 | 2.29132083444902 |
| 1999-06-01 | 2.40259656934085 |
| 1999-07-01 | 2.39878041160010 |
| 1999-08-01 | 2.32760124072818 |
| 1999-09-01 | 2.23363498598578 |
| 1999-10-01 | 2.38376559901094 |
| 1999-11-01 | 2.38303070321507 |
| 1999-12-01 | 2.35794560416536 |
| 2000-01-01 | 2.37724625722906 |
| 2000-02-01 | 2.33876413994174 |
| 2000-03-01 | 2.40807801655668 |
| 2000-04-01 | 2.61508408092028 |
| 2000-05-01 | 2.89296241843737 |
| 2000-06-01 | 2.69387038540915 |
| 2000-07-01 | 2.70003634278986 |
| 2000-08-01 | 2.71712181442109 |
| 2000-09-01 | 2.72587842810689 |
| 2000-10-01 | 2.67703500040038 |
| 2000-11-01 | 2.67358244384425 |
| 2000-12-01 | 2.66342735927663 |
| 2001-01-01 | 2.38990757852843 |
| 2001-02-01 | 2.55846647169104 |
| 2001-03-01 | 2.60549097234315 |
| 2001-04-01 | 2.51237996122618 |
| 2001-05-01 | 2.58761057252622 |
| 2001-06-01 | 2.58802149599755 |
| 2001-07-01 | 2.60604506591472 |
| 2001-08-01 | 2.60067697080654 |
| 2001-09-01 | 2.62081259611131 |
| 2001-10-01 | 2.68947648547118 |
| 2001-11-01 | 2.67636168528020 |
| 2001-12-01 | 2.66955947579985 |
| 2002-01-01 | 2.59245828689546 |
| 2002-02-01 | 2.66885260974752 |
| 2002-03-01 | 2.59631892462941 |
| 2002-04-01 | 2.70652029901792 |
| 2002-05-01 | 2.68152965745955 |
| 2002-06-01 | 2.68148527116698 |
| 2002-07-01 | 2.70874964182910 |
| 2002-08-01 | 2.78503612687724 |
| 2002-09-01 | 2.82566371043557 |
| 2002-10-01 | 2.70619669429060 |
| 2002-11-01 | 2.89053154803565 |
| 2002-12-01 | 2.86776506082122 |
| 2003-01-01 | 2.99779560431319 |
| 2003-02-01 | 2.97408725447368 |
| 2003-03-01 | 3.09016327913473 |
| 2003-04-01 | 2.89618495102040 |
| 2003-05-01 | 2.96828668965708 |
| 2003-06-01 | 2.97357401981920 |
| 2003-07-01 | 3.00748351416122 |
| 2003-08-01 | 3.07108945735227 |
| 2003-09-01 | 3.13243687599989 |
| 2003-10-01 | 3.23391771319942 |
| 2003-11-01 | 3.20471109392402 |
| 2003-12-01 | 3.26879576070960 |
| 2004-01-01 | 3.29637371329856 |
| 2004-02-01 | 3.27327457108621 |
| 2004-03-01 | 3.38249646988657 |
| 2004-04-01 | 3.39826253823849 |
| 2004-05-01 | 3.25789598704055 |
| 2004-06-01 | 3.36274726689286 |
| 2004-07-01 | 3.50017407662147 |
| 2004-08-01 | 3.36125206816051 |
| 2004-09-01 | 3.23737334477802 |
| 2004-10-01 | 3.25397330796967 |
| 2004-11-01 | 3.31435568187447 |
| 2004-12-01 | 3.36939229027620 |
| 2005-01-01 | 3.40176872302039 |
| 2005-02-01 | 3.47842165135063 |
| 2005-03-01 | 3.48150759233808 |
| 2005-04-01 | 3.49732010698991 |
| 2005-05-01 | 3.44520562005780 |
| 2005-06-01 | 3.45316307352425 |
| 2005-07-01 | 3.39141239390406 |
| 2005-08-01 | 3.35233819207452 |
| 2005-09-01 | 3.33752921247432 |
| 2005-10-01 | 3.37618592432089 |
| 2005-11-01 | 3.31964172721580 |
| 2005-12-01 | 3.37255797264677 |
| 2006-01-01 | 3.30040530169689 |
| 2006-02-01 | 3.37980637677259 |
| 2006-03-01 | 3.38321070917736 |
| 2006-04-01 | 3.39886216901403 |
| 2006-05-01 | 3.53659948862239 |
| 2006-06-01 | 3.55185534183984 |
| 2006-07-01 | 3.58647401962443 |
| 2006-08-01 | 3.55056726927949 |
| 2006-09-01 | 3.53727857361783 |
| 2006-10-01 | 3.48233809031220 |
| 2006-11-01 | 3.51953102846284 |
| 2006-12-01 | 3.47223480612095 |
| 2007-01-01 | 3.49984496581022 |
| 2007-02-01 | 3.37601638175282 |
| 2007-03-01 | 3.29060573429457 |
| 2007-04-01 | 3.29660428609153 |
| 2007-05-01 | 3.33226377316114 |
| 2007-06-01 | 3.36159669583202 |
| 2007-07-01 | 3.38414941434471 |
| 2007-08-01 | 3.45313211630184 |
| 2007-09-01 | 3.43659912600307 |
| 2007-10-01 | 3.38640602181151 |
| 2007-11-01 | 3.41679358355096 |
| 2007-12-01 | 3.27349948371892 |
| 2008-01-01 | 3.28632113179176 |
| 2008-02-01 | 3.26120715630239 |
| 2008-03-01 | 3.29511043944796 |
| 2008-04-01 | 3.29596712797341 |
| 2008-05-01 | 3.23410430728220 |
| 2008-06-01 | 3.18110544982106 |
| 2008-07-01 | 3.09020613923230 |
| 2008-08-01 | 3.06383675438621 |
| 2008-09-01 | 3.03808307352485 |
| 2008-10-01 | 2.98143400920885 |
| 2008-11-01 | 2.91294751407301 |
| 2008-12-01 | 2.86762764130128 |
| 2009-01-01 | 2.87107667948342 |
| 2009-02-01 | 2.84498066564149 |
| 2009-03-01 | 2.79406587425310 |
| 2009-04-01 | 2.78920900342296 |
| 2009-05-01 | 2.73934535491220 |
| 2009-06-01 | 2.70437013603970 |
| 2009-07-01 | 2.70368608223623 |
| 2009-08-01 | 2.67872279562500 |
| 2009-09-01 | 2.64197728168501 |
| 2009-10-01 | 2.67812503767025 |
| 2009-11-01 | 2.51038596381749 |
| 2009-12-01 | 2.65629705515265 |
| 2010-01-01 | 2.65753776652992 |
| 2010-02-01 | 2.72149570592211 |
| 2010-03-01 | 2.58924039756340 |
| 2010-04-01 | 2.58126823149253 |
| 2010-05-01 | 2.54527839955573 |
| 2010-06-01 | 2.52521305964484 |
| 2010-07-01 | 2.62064792621032 |
| 2010-08-01 | 2.59888826459318 |
| 2010-09-01 | 2.64913223621469 |
| 2010-10-01 | 2.57337104854521 |
| 2010-11-01 | 2.40686482312183 |
| 2010-12-01 | 2.53940635047643 |
| 2011-01-01 | 2.54989994778414 |
| 2011-02-01 | 2.60253322370820 |
| 2011-03-01 | 2.58264399061839 |
| 2011-04-01 | 2.57548057863113 |
| 2011-05-01 | 2.65124549063066 |
| 2011-06-01 | 2.63610113545951 |
| 2011-07-01 | 2.63623907489990 |
| 2011-08-01 | 2.61626640152094 |
| 2011-09-01 | 2.55043220057459 |
| 2011-10-01 | 2.67388914421449 |
| 2011-11-01 | 2.70502436683285 |
| 2011-12-01 | 2.72907626791663 |
| 2012-01-01 | 2.74548044281760 |
| 2012-02-01 | 2.68746059570400 |
| 2012-03-01 | 2.67715592609574 |
| 2012-04-01 | 2.67527643047315 |
| 2012-05-01 | 2.65228354633925 |
| 2012-06-01 | 2.64105612053238 |
| 2012-07-01 | 2.64936705974069 |
| 2012-08-01 | 2.72404258021716 |
| 2012-09-01 | 2.74771740314438 |
| 2012-10-01 | 2.77290404657208 |
| 2012-11-01 | 2.80296235895620 |
| 2012-12-01 | 2.82145379398075 |
| 2013-01-01 | 2.75003009152388 |
| 2013-02-01 | 2.78732023914051 |
| 2013-03-01 | 2.77782891925313 |
| 2013-04-01 | 2.77227437291871 |
| 2013-05-01 | 2.75485869836539 |
| 2013-06-01 | 2.73805073155719 |
| 2013-07-01 | 2.75790452062300 |
| 2013-08-01 | 2.71689624811846 |
| 2013-09-01 | 2.73916807718259 |
| 2013-10-01 | 2.76638979945415 |
| 2013-11-01 | 2.80262934961430 |
| 2013-12-01 | 2.82312625948980 |
| 2014-01-01 | 2.86577765687080 |
| 2014-02-01 | 2.89483072660837 |
| 2014-03-01 | 2.98865764406081 |
| 2014-04-01 | 2.97225373387125 |
| 2014-05-01 | 2.95233298655064 |
| 2014-06-01 | 3.02817601464028 |
| 2014-07-01 | 2.95470080966291 |
| 2014-08-01 | 2.90031022350368 |
| 2014-09-01 | 3.03464237585401 |
| 2014-10-01 | 2.95329352952062 |
| 2014-11-01 | 3.00383482768956 |
| 2014-12-01 | 3.02898767388931 |
| 2015-01-01 | 3.18278583766752 |
| 2015-02-01 | 3.21465188042677 |
| 2015-03-01 | 3.20360368457286 |
| 2015-04-01 | 3.17626112055597 |
| 2015-05-01 | 3.25264715061216 |
| 2015-06-01 | 3.11117380651482 |
| 2015-07-01 | 3.14334173872374 |
| 2015-08-01 | 3.17923253839589 |
| 2015-09-01 | 3.12658347430316 |
| 2015-10-01 | 3.24037907353831 |
| 2015-11-01 | 3.10274462751513 |
| 2015-12-01 | 3.14208136758932 |
| 2016-01-01 | 3.00189426507809 |
| 2016-02-01 | 3.03412181113202 |
| 2016-03-01 | 3.02260039755089 |
| 2016-04-01 | 3.08468519713221 |
| 2016-05-01 | 3.04291554596296 |
| 2016-06-01 | 3.09647994311739 |
| 2016-07-01 | 3.12709115356430 |
| 2016-08-01 | 3.16178261674961 |
| 2016-09-01 | 3.12524362815220 |
| 2016-10-01 | 3.13034492252711 |
| 2016-11-01 | 3.09795301639581 |
| 2016-12-01 | 3.05090264685776 |
| 2017-01-01 | 3.01456036586163 |
| 2017-02-01 | 3.05815910608185 |
| 2017-03-01 | 3.03799234904270 |
| 2017-04-01 | 3.09034505198088 |
| 2017-05-01 | 3.13547443340520 |
| 2017-06-01 | 3.18304010755544 |
| 2017-07-01 | 3.31087613132958 |
| 2017-08-01 | 3.15306302376088 |
| 2017-09-01 | 3.12391544334937 |
| 2017-10-01 | 3.22984935227933 |
| 2017-11-01 | 3.08732912024143 |
| 2017-12-01 | 3.16256634691144 |
| 2018-01-01 | 3.22265493810041 |
| 2018-02-01 | 3.17233592691726 |
| 2018-03-01 | 3.24618151144119 |
| 2018-04-01 | 3.19098726623623 |
| 2018-05-01 | 3.22854214239219 |
| 2018-06-01 | 3.27872184245839 |
| 2018-07-01 | 3.29397162080783 |
| 2018-08-01 | 3.35213801312339 |
| 2018-09-01 | 3.42616610723663 |
| 2018-10-01 | 3.43649794514915 |
| 2018-11-01 | 3.48115767065851 |
| 2018-12-01 | 3.47679268380865 |
| 2019-01-01 | 3.41801189808655 |
| 2019-02-01 | 3.48403505756963 |
| 2019-03-01 | 3.43578476647063 |
| 2019-04-01 | 3.48576662474771 |
| 2019-05-01 | 3.52817620677707 |
| 2019-06-01 | 3.47989187102386 |
| 2019-07-01 | 3.48448840237919 |
| 2019-08-01 | 3.46007218476336 |
| 2019-09-01 | 3.42094671004114 |
| 2019-10-01 | 3.44836941718676 |
| 2019-11-01 | 3.48217072562868 |
| 2019-12-01 | 3.48885911838143 |
| 2020-01-01 | 3.51132545822885 |
| 2020-02-01 | 3.48685547730184 |
| 2020-03-01 | 3.52197246259663 |
| 2020-04-01 | 2.87368716014592 |
| 2020-05-01 | 3.02718493796019 |
| 2020-06-01 | 3.09105026986983 |
| 2020-07-01 | 3.07718353034553 |
| 2020-08-01 | 3.06479714374085 |
| 2020-09-01 | 3.01609790529808 |
| 2020-10-01 | 3.16148491743143 |
| 2020-11-01 | 3.29499948479972 |
| 2020-12-01 | 3.29441467394419 |
| 2021-01-01 | 3.40008336114709 |
| 2021-02-01 | 3.48985766676689 |
| 2021-03-01 | 3.50627471883141 |
| 2021-04-01 | 3.56382836125796 |
| 2021-05-01 | 3.52582573335098 |
| 2021-06-01 | 3.60063769183507 |
| 2021-07-01 | 3.77149728550934 |
| 2021-08-01 | 3.86839453802010 |
| 2021-09-01 | 3.91292775826656 |
| 2021-10-01 | 3.97139829667928 |
| 2021-11-01 | 4.01324085491616 |
| 2021-12-01 | 3.99425107315763 |
| 2022-01-01 | 4.09263719817210 |
| 2022-02-01 | 4.08714931826235 |
| 2022-03-01 | 4.19607591859136 |
| 2022-04-01 | 4.15702260956957 |
| 2022-05-01 | 4.12024044030262 |
| 2022-06-01 | 4.11135159072955 |
| 2022-07-01 | 4.06406595719511 |
| 2022-08-01 | 4.07182573822801 |
| 2022-09-01 | 4.11629649440264 |
| 2022-10-01 | 4.17854911694276 |
| 2022-11-01 | 4.03272104525132 |
| 2022-12-01 | 4.09062788722897 |
| 2023-01-01 | 3.98039391946750 |
| 2023-02-01 | 3.98363794034570 |
| 2023-03-01 | 3.98170698044487 |
| 2023-04-01 | 4.06216842596197 |
| 2023-05-01 | 4.01212151311415 |
| 2023-06-01 | 4.21793551625797 |
| 2023-07-01 | 4.06377316635581 |
| 2023-08-01 | 4.07994183415098 |
| 2023-09-01 | 4.12368895249802 |
| 2023-10-01 | 3.97964173759198 |
| 2023-11-01 | 4.04469901463237 |
| 2023-12-01 | 3.97879160903216 |
| 2024-01-01 | 4.17490211419673 |
| 2024-02-01 | 4.17539565908146 |
| 2024-03-01 | 4.17613873073142 |
| 2024-04-01 | 4.16850265104722 |
| 2024-05-01 | 4.30506995722067 |
| 2024-06-01 | 4.32146169468420 |
| 2024-07-01 | 4.36295929066464 |
| 2024-08-01 | 4.38861509307418 |
| 2024-09-01 | 4.33469591959652 |
| 2024-10-01 | 4.38288140134811 |
| 2024-11-01 | 4.34886040659632 |
| 2024-12-01 | 4.36892052970790 |
| 2025-01-01 | 4.36597309896093 |
| 2025-02-01 | 4.36542380681701 |
| 2025-03-01 | 4.37211180358348 |
| 2025-04-01 | 4.38133452917911 |
| 2025-05-01 | 4.39987714234353 |
| 2025-06-01 | 4.31985170393181 |
| 2025-07-01 | 4.36461796976134 |
| 2025-08-01 | 4.29660293332548 |
| 2025-09-01 | 4.34664454448397 |
| 2025-10-01 | 4.38384057980718 |
| 2025-11-01 | 4.44698385068594 |
| 2025-12-01 | 4.46235963937211 |
| 2026-01-01 | 4.46025073984312 |
| 2026-02-01 | 4.45497145491473 |
| 2026-03-01 | 4.47110247292066 |
| 2026-04-01 | 4.38901593384771 |
| 2026-05-01 | 4.40022705063419 |
| 2026-06-01 | 4.42122304181018 |