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 2026-07-01 |
| Last Updated | 2026-08-21 7:43 PM 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 | 1.47308503744261 |
| 1990-02-01 | 1.45241592259162 |
| 1990-03-01 | 1.45729638535986 |
| 1990-04-01 | 1.46760016632374 |
| 1990-05-01 | 1.57971782533715 |
| 1990-06-01 | 1.43487198829094 |
| 1990-07-01 | 1.45405830457216 |
| 1990-08-01 | 1.47116830241569 |
| 1990-09-01 | 1.46669171384036 |
| 1990-10-01 | 1.36483079545327 |
| 1990-11-01 | 1.44065367644849 |
| 1990-12-01 | 1.43317978363982 |
| 1991-01-01 | 1.47647700640025 |
| 1991-02-01 | 1.45285443746371 |
| 1991-03-01 | 1.55836858851311 |
| 1991-04-01 | 1.46988939635624 |
| 1991-05-01 | 1.48254667799130 |
| 1991-06-01 | 1.53323593168211 |
| 1991-07-01 | 1.35175129655997 |
| 1991-08-01 | 1.36816780453174 |
| 1991-09-01 | 1.36561303600346 |
| 1991-10-01 | 1.46523458235810 |
| 1991-11-01 | 1.53975046831484 |
| 1991-12-01 | 1.52785881057550 |
| 1992-01-01 | 1.58264169831993 |
| 1992-02-01 | 1.65417761775031 |
| 1992-03-01 | 1.65854201085897 |
| 1992-04-01 | 1.67595537702366 |
| 1992-05-01 | 1.68597668724510 |
| 1992-06-01 | 1.73192389168382 |
| 1992-07-01 | 1.74823051784744 |
| 1992-08-01 | 1.76367218336917 |
| 1992-09-01 | 1.76316558474349 |
| 1992-10-01 | 1.76431179139640 |
| 1992-11-01 | 1.73878116940649 |
| 1992-12-01 | 1.72309240710665 |
| 1993-01-01 | 1.68844046870684 |
| 1993-02-01 | 1.65521042903190 |
| 1993-03-01 | 1.56067539085696 |
| 1993-04-01 | 1.68443223638033 |
| 1993-05-01 | 1.68886222940920 |
| 1993-06-01 | 1.73148638403682 |
| 1993-07-01 | 1.74386991597104 |
| 1993-08-01 | 1.75642651261314 |
| 1993-09-01 | 1.75850942058800 |
| 1993-10-01 | 1.76241117690941 |
| 1993-11-01 | 1.73860667911231 |
| 1993-12-01 | 1.82201613550542 |
| 1994-01-01 | 1.79234256567233 |
| 1994-02-01 | 1.85851030297332 |
| 1994-03-01 | 1.86793948715421 |
| 1994-04-01 | 1.88920623054244 |
| 1994-05-01 | 1.88951122781541 |
| 1994-06-01 | 1.93277663501764 |
| 1994-07-01 | 1.93613806415471 |
| 1994-08-01 | 1.94692615831127 |
| 1994-09-01 | 1.95594956173918 |
| 1994-10-01 | 1.95936453233697 |
| 1994-11-01 | 2.04308154210642 |
| 1994-12-01 | 2.02177207430714 |
| 1995-01-01 | 1.89428447324287 |
| 1995-02-01 | 1.96250256280903 |
| 1995-03-01 | 1.97779631177868 |
| 1995-04-01 | 1.88967908762859 |
| 1995-05-01 | 1.88706605651088 |
| 1995-06-01 | 1.83553106701413 |
| 1995-07-01 | 1.82955305398510 |
| 1995-08-01 | 1.84070924486449 |
| 1995-09-01 | 1.85446459709033 |
| 1995-10-01 | 1.85121326981082 |
| 1995-11-01 | 1.84122142458391 |
| 1995-12-01 | 1.82724044399093 |
| 1996-01-01 | 1.90015579313617 |
| 1996-02-01 | 1.86777746730146 |
| 1996-03-01 | 1.88543995450506 |
| 1996-04-01 | 1.89181665638436 |
| 1996-05-01 | 1.98704684539982 |
| 1996-06-01 | 1.93412678688848 |
| 1996-07-01 | 1.81969869112483 |
| 1996-08-01 | 1.93897325613794 |
| 1996-09-01 | 1.95380098434075 |
| 1996-10-01 | 1.83534079172784 |
| 1996-11-01 | 1.93305131031267 |
| 1996-12-01 | 1.93702374490617 |
| 1997-01-01 | 2.01272770776681 |
| 1997-02-01 | 2.07865111512100 |
| 1997-03-01 | 1.99397815214406 |
| 1997-04-01 | 2.19463500782369 |
| 1997-05-01 | 2.18704057557175 |
| 1997-06-01 | 2.22634643238310 |
| 1997-07-01 | 2.31140626394259 |
| 1997-08-01 | 2.33850735716884 |
| 1997-09-01 | 2.24853353436046 |
| 1997-10-01 | 2.31602775134323 |
| 1997-11-01 | 2.31721366930593 |
| 1997-12-01 | 2.44786618252679 |
| 1998-01-01 | 2.43241342274385 |
| 1998-02-01 | 2.39681779695233 |
| 1998-03-01 | 2.40085786103772 |
| 1998-04-01 | 2.40210208003106 |
| 1998-05-01 | 2.39106728175354 |
| 1998-06-01 | 2.31364243850708 |
| 1998-07-01 | 2.30075547824365 |
| 1998-08-01 | 2.23454172748817 |
| 1998-09-01 | 2.34307404467534 |
| 1998-10-01 | 2.39571412781854 |
| 1998-11-01 | 2.40162568736835 |
| 1998-12-01 | 2.35189078056172 |
| 1999-01-01 | 2.35760341475697 |
| 1999-02-01 | 2.41969149586797 |
| 1999-03-01 | 2.40861073770264 |
| 1999-04-01 | 2.30617773698788 |
| 1999-05-01 | 2.29121236893740 |
| 1999-06-01 | 2.40261338746225 |
| 1999-07-01 | 2.39879450844848 |
| 1999-08-01 | 2.32763254992389 |
| 1999-09-01 | 2.23365196222413 |
| 1999-10-01 | 2.38377928314831 |
| 1999-11-01 | 2.38304285156518 |
| 1999-12-01 | 2.35795862305070 |
| 2000-01-01 | 2.37728546652395 |
| 2000-02-01 | 2.33873086457614 |
| 2000-03-01 | 2.40801693343610 |
| 2000-04-01 | 2.61513243465781 |
| 2000-05-01 | 2.89285416926708 |
| 2000-06-01 | 2.69388651138207 |
| 2000-07-01 | 2.70005140768838 |
| 2000-08-01 | 2.71714788205573 |
| 2000-09-01 | 2.72589436954650 |
| 2000-10-01 | 2.67705140521552 |
| 2000-11-01 | 2.67359301956186 |
| 2000-12-01 | 2.66343831871583 |
| 2001-01-01 | 2.38994752200508 |
| 2001-02-01 | 2.55843287850572 |
| 2001-03-01 | 2.60542924937188 |
| 2001-04-01 | 2.51243076052412 |
| 2001-05-01 | 2.58751342633891 |
| 2001-06-01 | 2.58803825350997 |
| 2001-07-01 | 2.60606033550971 |
| 2001-08-01 | 2.60069642665417 |
| 2001-09-01 | 2.62082483125877 |
| 2001-10-01 | 2.68949258481902 |
| 2001-11-01 | 2.67636760534443 |
| 2001-12-01 | 2.66956362063731 |
| 2002-01-01 | 2.59249210980863 |
| 2002-02-01 | 2.66882552018291 |
| 2002-03-01 | 2.59627109243371 |
| 2002-04-01 | 2.70656222572356 |
| 2002-05-01 | 2.68146384167636 |
| 2002-06-01 | 2.68149475818697 |
| 2002-07-01 | 2.70875963517259 |
| 2002-08-01 | 2.78504582197189 |
| 2002-09-01 | 2.82567233579704 |
| 2002-10-01 | 2.70621029065707 |
| 2002-11-01 | 2.89053468744147 |
| 2002-12-01 | 2.86776561081012 |
| 2003-01-01 | 2.99781729344254 |
| 2003-02-01 | 2.97407070662860 |
| 2003-03-01 | 3.09013383878700 |
| 2003-04-01 | 2.89620968390348 |
| 2003-05-01 | 2.96825408115117 |
| 2003-06-01 | 2.97357681037813 |
| 2003-07-01 | 3.00748748288698 |
| 2003-08-01 | 3.07109418472725 |
| 2003-09-01 | 3.13244086561445 |
| 2003-10-01 | 3.23392808436601 |
| 2003-11-01 | 3.20471126119221 |
| 2003-12-01 | 3.26879305684621 |
| 2004-01-01 | 3.29638346088282 |
| 2004-02-01 | 3.27326870702459 |
| 2004-03-01 | 3.38248643771270 |
| 2004-04-01 | 3.39827069764218 |
| 2004-05-01 | 3.25788749693999 |
| 2004-06-01 | 3.36274454582250 |
| 2004-07-01 | 3.50017315381889 |
| 2004-08-01 | 3.36125282315205 |
| 2004-09-01 | 3.23737479942408 |
| 2004-10-01 | 3.25397966635611 |
| 2004-11-01 | 3.31435599937556 |
| 2004-12-01 | 3.36939171131389 |
| 2005-01-01 | 3.40177216582588 |
| 2005-02-01 | 3.47842052637530 |
| 2005-03-01 | 3.48150436194511 |
| 2005-04-01 | 3.49732198636692 |
| 2005-05-01 | 3.44520112114425 |
| 2005-06-01 | 3.45316264648258 |
| 2005-07-01 | 3.39141193974492 |
| 2005-08-01 | 3.35233823210923 |
| 2005-09-01 | 3.33752974624678 |
| 2005-10-01 | 3.37618894067634 |
| 2005-11-01 | 3.31964158230673 |
| 2005-12-01 | 3.37255756107379 |
| 2006-01-01 | 3.30040721838372 |
| 2006-02-01 | 3.37980595452783 |
| 2006-03-01 | 3.38320960004100 |
| 2006-04-01 | 3.39886329892590 |
| 2006-05-01 | 3.53659673888828 |
| 2006-06-01 | 3.55185515868824 |
| 2006-07-01 | 3.58647375918957 |
| 2006-08-01 | 3.55056742568647 |
| 2006-09-01 | 3.53727913288413 |
| 2006-10-01 | 3.48233875821883 |
| 2006-11-01 | 3.51953140564369 |
| 2006-12-01 | 3.47223496074400 |
| 2007-01-01 | 3.49984530363820 |
| 2007-02-01 | 3.37601635699925 |
| 2007-03-01 | 3.29060560765270 |
| 2007-04-01 | 3.29660421288546 |
| 2007-05-01 | 3.33226244660268 |
| 2007-06-01 | 3.36159668005589 |
| 2007-07-01 | 3.38414937242257 |
| 2007-08-01 | 3.45313230311144 |
| 2007-09-01 | 3.43659947141026 |
| 2007-10-01 | 3.38640637340859 |
| 2007-11-01 | 3.41679377067039 |
| 2007-12-01 | 3.27349946145234 |
| 2008-01-01 | 3.28632130311255 |
| 2008-02-01 | 3.26120704378227 |
| 2008-03-01 | 3.29511024262716 |
| 2008-04-01 | 3.29596697905010 |
| 2008-05-01 | 3.23410417263697 |
| 2008-06-01 | 3.18110533578509 |
| 2008-07-01 | 3.09020611022593 |
| 2008-08-01 | 3.06383687089588 |
| 2008-09-01 | 3.03808314785967 |
| 2008-10-01 | 2.98143408108723 |
| 2008-11-01 | 2.91294766156021 |
| 2008-12-01 | 2.86762761041782 |
| 2009-01-01 | 2.87107677870538 |
| 2009-02-01 | 2.84498060087809 |
| 2009-03-01 | 2.79406577941494 |
| 2009-04-01 | 2.78920895086752 |
| 2009-05-01 | 2.73934531408362 |
| 2009-06-01 | 2.70437008749269 |
| 2009-07-01 | 2.70368608262394 |
| 2009-08-01 | 2.67872286226311 |
| 2009-09-01 | 2.64197730395217 |
| 2009-10-01 | 2.67812504794833 |
| 2009-11-01 | 2.51038603887357 |
| 2009-12-01 | 2.65629701643806 |
| 2010-01-01 | 2.65753779070722 |
| 2010-02-01 | 2.72149567683141 |
| 2010-03-01 | 2.58924036672593 |
| 2010-04-01 | 2.58126822283699 |
| 2010-05-01 | 2.54527839339164 |
| 2010-06-01 | 2.52521303463256 |
| 2010-07-01 | 2.62064793838742 |
| 2010-08-01 | 2.59888830657537 |
| 2010-09-01 | 2.64913225442328 |
| 2010-10-01 | 2.57337105040202 |
| 2010-11-01 | 2.40686485738895 |
| 2010-12-01 | 2.53940630358567 |
| 2011-01-01 | 2.54989990298601 |
| 2011-02-01 | 2.60253318043668 |
| 2011-03-01 | 2.58264406253278 |
| 2011-04-01 | 2.57548056286468 |
| 2011-05-01 | 2.65124547767893 |
| 2011-06-01 | 2.63610110611169 |
| 2011-07-01 | 2.63623909280199 |
| 2011-08-01 | 2.61626640944460 |
| 2011-09-01 | 2.55043232454496 |
| 2011-10-01 | 2.67388919610851 |
| 2011-11-01 | 2.70502439283206 |
| 2011-12-01 | 2.72907619870362 |
| 2012-01-01 | 2.74548034741704 |
| 2012-02-01 | 2.68746046520151 |
| 2012-03-01 | 2.67715595826519 |
| 2012-04-01 | 2.67527620487368 |
| 2012-05-01 | 2.65228408692392 |
| 2012-06-01 | 2.64105583470836 |
| 2012-07-01 | 2.64936685513212 |
| 2012-08-01 | 2.72404239983079 |
| 2012-09-01 | 2.74771748219688 |
| 2012-10-01 | 2.77290516673079 |
| 2012-11-01 | 2.80296232314695 |
| 2012-12-01 | 2.82145365644830 |
| 2013-01-01 | 2.75002965581636 |
| 2013-02-01 | 2.78731998679031 |
| 2013-03-01 | 2.77782885693079 |
| 2013-04-01 | 2.77227385948471 |
| 2013-05-01 | 2.75485970065287 |
| 2013-06-01 | 2.73805009156645 |
| 2013-07-01 | 2.75790403223045 |
| 2013-08-01 | 2.71689589381568 |
| 2013-09-01 | 2.73916822058538 |
| 2013-10-01 | 2.76639216365797 |
| 2013-11-01 | 2.80262943684392 |
| 2013-12-01 | 2.82312620014362 |
| 2014-01-01 | 2.86577697217194 |
| 2014-02-01 | 2.89483042438470 |
| 2014-03-01 | 2.98865751307541 |
| 2014-04-01 | 2.97225295469367 |
| 2014-05-01 | 2.95233430927335 |
| 2014-06-01 | 3.02817467517334 |
| 2014-07-01 | 2.95469941016142 |
| 2014-08-01 | 2.90030821533661 |
| 2014-09-01 | 3.03464065326403 |
| 2014-10-01 | 2.95330150154036 |
| 2014-11-01 | 3.00383382392253 |
| 2014-12-01 | 3.02898834204529 |
| 2015-01-01 | 3.18278688251164 |
| 2015-02-01 | 3.21465376902894 |
| 2015-03-01 | 3.20360469442090 |
| 2015-04-01 | 3.17625970504594 |
| 2015-05-01 | 3.25264611104109 |
| 2015-06-01 | 3.11116881521017 |
| 2015-07-01 | 3.14333604383836 |
| 2015-08-01 | 3.17922584670735 |
| 2015-09-01 | 3.12657810736214 |
| 2015-10-01 | 3.24039152199344 |
| 2015-11-01 | 3.10274458356862 |
| 2015-12-01 | 3.14208839055853 |
| 2016-01-01 | 3.00190984335076 |
| 2016-02-01 | 3.03413341935883 |
| 2016-03-01 | 3.02260538706209 |
| 2016-04-01 | 3.08467925579911 |
| 2016-05-01 | 3.04290222439144 |
| 2016-06-01 | 3.09645860333697 |
| 2016-07-01 | 3.12707011571103 |
| 2016-08-01 | 3.16176511392463 |
| 2016-09-01 | 3.12523420916239 |
| 2016-10-01 | 3.13036599293852 |
| 2016-11-01 | 3.09795950008384 |
| 2016-12-01 | 3.05092734775595 |
| 2017-01-01 | 3.01460667146494 |
| 2017-02-01 | 3.05819498037954 |
| 2017-03-01 | 3.03801512043666 |
| 2017-04-01 | 3.09035032918451 |
| 2017-05-01 | 3.13547933679446 |
| 2017-06-01 | 3.18281562634903 |
| 2017-07-01 | 3.31086780998519 |
| 2017-08-01 | 3.15306111386608 |
| 2017-09-01 | 3.12392140195197 |
| 2017-10-01 | 3.22989256924672 |
| 2017-11-01 | 3.08733662696890 |
| 2017-12-01 | 3.16262828984565 |
| 2018-01-01 | 3.22275236207546 |
| 2018-02-01 | 3.17241724072355 |
| 2018-03-01 | 3.24625130512465 |
| 2018-04-01 | 3.19104246737576 |
| 2018-05-01 | 3.22856381165049 |
| 2018-06-01 | 3.27800804447464 |
| 2018-07-01 | 3.29402520602041 |
| 2018-08-01 | 3.35219710654727 |
| 2018-09-01 | 3.42622829385795 |
| 2018-10-01 | 3.43660107882452 |
| 2018-11-01 | 3.48120166479271 |
| 2018-12-01 | 3.47691413015137 |
| 2019-01-01 | 3.41816435132642 |
| 2019-02-01 | 3.48416366565500 |
| 2019-03-01 | 3.43588939037602 |
| 2019-04-01 | 3.48584982592866 |
| 2019-05-01 | 3.52817947900441 |
| 2019-06-01 | 3.47865139552055 |
| 2019-07-01 | 3.48456782067303 |
| 2019-08-01 | 3.46016181637316 |
| 2019-09-01 | 3.42104221472449 |
| 2019-10-01 | 3.44875444730310 |
| 2019-11-01 | 3.48223808251248 |
| 2019-12-01 | 3.48902640594210 |
| 2020-01-01 | 3.51151909094949 |
| 2020-02-01 | 3.48702143467594 |
| 2020-03-01 | 3.52210676741135 |
| 2020-04-01 | 2.87379398141695 |
| 2020-05-01 | 3.02715401509841 |
| 2020-06-01 | 3.08922407808352 |
| 2020-07-01 | 3.07723724053279 |
| 2020-08-01 | 3.06483097850615 |
| 2020-09-01 | 3.01627364700458 |
| 2020-10-01 | 3.16248625126231 |
| 2020-11-01 | 3.29497326423967 |
| 2020-12-01 | 3.29467388939658 |
| 2021-01-01 | 3.40037052660036 |
| 2021-02-01 | 3.48992366506655 |
| 2021-03-01 | 3.50629985441914 |
| 2021-04-01 | 3.56390661795113 |
| 2021-05-01 | 3.52570161280710 |
| 2021-06-01 | 3.59847816693558 |
| 2021-07-01 | 3.77147797368098 |
| 2021-08-01 | 3.86836163467486 |
| 2021-09-01 | 3.91320258763769 |
| 2021-10-01 | 3.97305622520171 |
| 2021-11-01 | 4.01316623903456 |
| 2021-12-01 | 3.99463427844214 |
| 2022-01-01 | 4.09301143455555 |
| 2022-02-01 | 4.08705706149358 |
| 2022-03-01 | 4.19589560783938 |
| 2022-04-01 | 4.15696088353368 |
| 2022-05-01 | 4.11992750952843 |
| 2022-06-01 | 4.10903616914036 |
| 2022-07-01 | 4.06399841656769 |
| 2022-08-01 | 4.07177686533636 |
| 2022-09-01 | 4.11677359023595 |
| 2022-10-01 | 4.18073030196476 |
| 2022-11-01 | 4.03272545178951 |
| 2022-12-01 | 4.09123208087029 |
| 2023-01-01 | 3.98090624412087 |
| 2023-02-01 | 3.98335602287442 |
| 2023-03-01 | 3.98118881585418 |
| 2023-04-01 | 4.06168135077325 |
| 2023-05-01 | 4.01117074923453 |
| 2023-06-01 | 4.21531759073265 |
| 2023-07-01 | 4.06448569423721 |
| 2023-08-01 | 4.08016292631816 |
| 2023-09-01 | 4.12445894406099 |
| 2023-10-01 | 3.98204066181267 |
| 2023-11-01 | 4.04492683262373 |
| 2023-12-01 | 3.97952465071657 |
| 2024-01-01 | 4.17535013556944 |
| 2024-02-01 | 4.17476669406316 |
| 2024-03-01 | 4.17514016334181 |
| 2024-04-01 | 4.16734253443821 |
| 2024-05-01 | 4.30327246644648 |
| 2024-06-01 | 4.31818490630503 |
| 2024-07-01 | 4.36640578649819 |
| 2024-08-01 | 4.38905445478801 |
| 2024-09-01 | 4.33569690464886 |
| 2024-10-01 | 4.38520855462233 |
| 2024-11-01 | 4.34912815842535 |
| 2024-12-01 | 4.36964033759843 |
| 2025-01-01 | 4.36627957866383 |
| 2025-02-01 | 4.36437667103278 |
| 2025-03-01 | 4.37058099267754 |
| 2025-04-01 | 4.37945070437183 |
| 2025-05-01 | 4.39711535076145 |
| 2025-06-01 | 4.31571922968661 |
| 2025-07-01 | 4.37168079094546 |
| 2025-08-01 | 4.29733582485386 |
| 2025-09-01 | 4.34779232656529 |
| 2025-10-01 | 4.38576057120152 |
| 2025-11-01 | 4.44727570356306 |
| 2025-12-01 | 4.46290964774449 |
| 2026-01-01 | 4.46020256585447 |
| 2026-02-01 | 4.45341298216815 |
| 2026-03-01 | 4.46901159897679 |
| 2026-04-01 | 4.38641870187158 |
| 2026-05-01 | 4.39665838602537 |
| 2026-06-01 | 4.41625223805960 |
| 2026-07-01 | 4.37517819788053 |