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 2026-04-01 |
| Last Updated | 2026-05-26 3:04 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 | 1.47308502855235 |
| 1990-02-01 | 1.45241592214298 |
| 1990-03-01 | 1.45729638286487 |
| 1990-04-01 | 1.46760018605122 |
| 1990-05-01 | 1.57971790258472 |
| 1990-06-01 | 1.43487200780127 |
| 1990-07-01 | 1.45405835947296 |
| 1990-08-01 | 1.47116829456756 |
| 1990-09-01 | 1.46669173411757 |
| 1990-10-01 | 1.36483077977868 |
| 1990-11-01 | 1.44065358959851 |
| 1990-12-01 | 1.43317972070832 |
| 1991-01-01 | 1.47647697434743 |
| 1991-02-01 | 1.45285442226179 |
| 1991-03-01 | 1.55836858189909 |
| 1991-04-01 | 1.46988942183620 |
| 1991-05-01 | 1.48254676571062 |
| 1991-06-01 | 1.53323597776989 |
| 1991-07-01 | 1.35175137832011 |
| 1991-08-01 | 1.36816783653493 |
| 1991-09-01 | 1.36561309627840 |
| 1991-10-01 | 1.46523460925057 |
| 1991-11-01 | 1.53975016966743 |
| 1991-12-01 | 1.52785875441530 |
| 1992-01-01 | 1.58264159389839 |
| 1992-02-01 | 1.65417758961660 |
| 1992-03-01 | 1.65854202080776 |
| 1992-04-01 | 1.67595545240172 |
| 1992-05-01 | 1.68597683585762 |
| 1992-06-01 | 1.73192401266395 |
| 1992-07-01 | 1.74823064805661 |
| 1992-08-01 | 1.76367225480335 |
| 1992-09-01 | 1.76316567168252 |
| 1992-10-01 | 1.76431184950754 |
| 1992-11-01 | 1.73878062665291 |
| 1992-12-01 | 1.72309230421802 |
| 1993-01-01 | 1.68844023711250 |
| 1993-02-01 | 1.65521030399310 |
| 1993-03-01 | 1.56067530011579 |
| 1993-04-01 | 1.68443217251317 |
| 1993-05-01 | 1.68886355641656 |
| 1993-06-01 | 1.73148628966543 |
| 1993-07-01 | 1.74387001947618 |
| 1993-08-01 | 1.75642631704274 |
| 1993-09-01 | 1.75850922761586 |
| 1993-10-01 | 1.76241178284772 |
| 1993-11-01 | 1.73860566461890 |
| 1993-12-01 | 1.82201582048510 |
| 1994-01-01 | 1.79234212718939 |
| 1994-02-01 | 1.85851011788055 |
| 1994-03-01 | 1.86793917988474 |
| 1994-04-01 | 1.88920634616377 |
| 1994-05-01 | 1.88951409482528 |
| 1994-06-01 | 1.93277666248440 |
| 1994-07-01 | 1.93613842354245 |
| 1994-08-01 | 1.94692586512894 |
| 1994-09-01 | 1.95594769568976 |
| 1994-10-01 | 1.95936552216150 |
| 1994-11-01 | 2.04307995063043 |
| 1994-12-01 | 2.02177115274155 |
| 1995-01-01 | 1.89428360145035 |
| 1995-02-01 | 1.96250242621448 |
| 1995-03-01 | 1.97779632539122 |
| 1995-04-01 | 1.88968019130346 |
| 1995-05-01 | 1.88707144722566 |
| 1995-06-01 | 1.83553215045200 |
| 1995-07-01 | 1.82955435744374 |
| 1995-08-01 | 1.84070570560900 |
| 1995-09-01 | 1.85446099226162 |
| 1995-10-01 | 1.85121438827596 |
| 1995-11-01 | 1.84121884154010 |
| 1995-12-01 | 1.82723850860299 |
| 1996-01-01 | 1.90015437981509 |
| 1996-02-01 | 1.86777739082753 |
| 1996-03-01 | 1.88544024144754 |
| 1996-04-01 | 1.89181857066976 |
| 1996-05-01 | 1.98706037303490 |
| 1996-06-01 | 1.93412830396507 |
| 1996-07-01 | 1.81970005218024 |
| 1996-08-01 | 1.93896589665726 |
| 1996-09-01 | 1.95379452091971 |
| 1996-10-01 | 1.83534075778747 |
| 1996-11-01 | 1.93304729716449 |
| 1996-12-01 | 1.93701932155712 |
| 1997-01-01 | 2.01272331317296 |
| 1997-02-01 | 2.07865210449905 |
| 1997-03-01 | 1.99398434541088 |
| 1997-04-01 | 2.19463171724382 |
| 1997-05-01 | 2.18707603843530 |
| 1997-06-01 | 2.22634379708331 |
| 1997-07-01 | 2.31140425889834 |
| 1997-08-01 | 2.33849377344348 |
| 1997-09-01 | 2.24852416878887 |
| 1997-10-01 | 2.31602534919564 |
| 1997-11-01 | 2.31720732421366 |
| 1997-12-01 | 2.44785866949945 |
| 1998-01-01 | 2.43241268945062 |
| 1998-02-01 | 2.39681967240668 |
| 1998-03-01 | 2.40087020143166 |
| 1998-04-01 | 2.40208987629840 |
| 1998-05-01 | 2.39112381899760 |
| 1998-06-01 | 2.31363567905638 |
| 1998-07-01 | 2.30074953757569 |
| 1998-08-01 | 2.23452490263337 |
| 1998-09-01 | 2.34306139895706 |
| 1998-10-01 | 2.39570842948146 |
| 1998-11-01 | 2.40161736901528 |
| 1998-12-01 | 2.35188103659741 |
| 1999-01-01 | 2.35760718043181 |
| 1999-02-01 | 2.41969502974069 |
| 1999-03-01 | 2.40862880164751 |
| 1999-04-01 | 2.30615712230954 |
| 1999-05-01 | 2.29128312407156 |
| 1999-06-01 | 2.40260309817131 |
| 1999-07-01 | 2.39878527277661 |
| 1999-08-01 | 2.32761323024486 |
| 1999-09-01 | 2.23363901766718 |
| 1999-10-01 | 2.38376883920415 |
| 1999-11-01 | 2.38303407644176 |
| 1999-12-01 | 2.35794923774724 |
| 2000-01-01 | 2.37729769186052 |
| 2000-02-01 | 2.33873537987060 |
| 2000-03-01 | 2.40803458828209 |
| 2000-04-01 | 2.61510646684179 |
| 2000-05-01 | 2.89292419481876 |
| 2000-06-01 | 2.69387614114170 |
| 2000-07-01 | 2.70004144372415 |
| 2000-08-01 | 2.71713153706523 |
| 2000-09-01 | 2.72588267670550 |
| 2000-10-01 | 2.67703782178939 |
| 2000-11-01 | 2.67358542788286 |
| 2000-12-01 | 2.66343074058060 |
| 2001-01-01 | 2.38996202714936 |
| 2001-02-01 | 2.55843850744713 |
| 2001-03-01 | 2.60544580030902 |
| 2001-04-01 | 2.51240256949217 |
| 2001-05-01 | 2.58757595429014 |
| 2001-06-01 | 2.58802765817407 |
| 2001-07-01 | 2.60605044733602 |
| 2001-08-01 | 2.60068414731545 |
| 2001-09-01 | 2.62081616716660 |
| 2001-10-01 | 2.68947759716628 |
| 2001-11-01 | 2.67636223196321 |
| 2001-12-01 | 2.66955914287379 |
| 2002-01-01 | 2.59251084955997 |
| 2002-02-01 | 2.66883055446743 |
| 2002-03-01 | 2.59628159632168 |
| 2002-04-01 | 2.70653730132816 |
| 2002-05-01 | 2.68150474721217 |
| 2002-06-01 | 2.68148842408210 |
| 2002-07-01 | 2.70875323908987 |
| 2002-08-01 | 2.78503994907607 |
| 2002-09-01 | 2.82566656335985 |
| 2002-10-01 | 2.70619745641717 |
| 2002-11-01 | 2.89053191742492 |
| 2002-12-01 | 2.86776430917180 |
| 2003-01-01 | 2.99783256840998 |
| 2003-02-01 | 2.97407494376450 |
| 2003-03-01 | 3.09013823735568 |
| 2003-04-01 | 2.89619371238331 |
| 2003-05-01 | 2.96827284980450 |
| 2003-06-01 | 2.97357479362308 |
| 2003-07-01 | 3.00748505890086 |
| 2003-08-01 | 3.07109191963125 |
| 2003-09-01 | 3.13243858217971 |
| 2003-10-01 | 3.23391780261519 |
| 2003-11-01 | 3.20471098386610 |
| 2003-12-01 | 3.26879424078699 |
| 2004-01-01 | 3.29639451937629 |
| 2004-02-01 | 3.27327137016382 |
| 2004-03-01 | 3.38248534308612 |
| 2004-04-01 | 3.39826294282345 |
| 2004-05-01 | 3.25789047321530 |
| 2004-06-01 | 3.36274592762637 |
| 2004-07-01 | 3.50017376211895 |
| 2004-08-01 | 3.36125317235030 |
| 2004-09-01 | 3.23737448431483 |
| 2004-10-01 | 3.25397373833443 |
| 2004-11-01 | 3.31435673126764 |
| 2004-12-01 | 3.36939312067869 |
| 2005-01-01 | 3.40177524556510 |
| 2005-02-01 | 3.47842216585811 |
| 2005-03-01 | 3.48150337282218 |
| 2005-04-01 | 3.49731860159100 |
| 2005-05-01 | 3.44520229290754 |
| 2005-06-01 | 3.45316304008483 |
| 2005-07-01 | 3.39141231134844 |
| 2005-08-01 | 3.35233885309326 |
| 2005-09-01 | 3.33752990117928 |
| 2005-10-01 | 3.37618602142828 |
| 2005-11-01 | 3.31964214228157 |
| 2005-12-01 | 3.37255818952667 |
| 2006-01-01 | 3.30040859409425 |
| 2006-02-01 | 3.37980644110385 |
| 2006-03-01 | 3.38320945304604 |
| 2006-04-01 | 3.39886131391824 |
| 2006-05-01 | 3.53659724461225 |
| 2006-06-01 | 3.55185530525710 |
| 2006-07-01 | 3.58647395545484 |
| 2006-08-01 | 3.55056776818063 |
| 2006-09-01 | 3.53727907617450 |
| 2006-10-01 | 3.48233836185627 |
| 2006-11-01 | 3.51953140023752 |
| 2006-12-01 | 3.47223497213887 |
| 2007-01-01 | 3.49984550443322 |
| 2007-02-01 | 3.37601638579222 |
| 2007-03-01 | 3.29060558623607 |
| 2007-04-01 | 3.29660411199155 |
| 2007-05-01 | 3.33226256570809 |
| 2007-06-01 | 3.36159664487955 |
| 2007-07-01 | 3.38414938432175 |
| 2007-08-01 | 3.45313242307043 |
| 2007-09-01 | 3.43659939648589 |
| 2007-10-01 | 3.38640616254793 |
| 2007-11-01 | 3.41679375196190 |
| 2007-12-01 | 3.27349944256527 |
| 2008-01-01 | 3.28632143415612 |
| 2008-02-01 | 3.26120708063934 |
| 2008-03-01 | 3.29511028022738 |
| 2008-04-01 | 3.29596697531949 |
| 2008-05-01 | 3.23410415965742 |
| 2008-06-01 | 3.18110532615882 |
| 2008-07-01 | 3.09020610496602 |
| 2008-08-01 | 3.06383689974957 |
| 2008-09-01 | 3.03808314165369 |
| 2008-10-01 | 2.98143406561194 |
| 2008-11-01 | 2.91294760069174 |
| 2008-12-01 | 2.86762755402682 |
| 2009-01-01 | 2.87107683487274 |
| 2009-02-01 | 2.84498061538943 |
| 2009-03-01 | 2.79406580411155 |
| 2009-04-01 | 2.78920896081287 |
| 2009-05-01 | 2.73934532243284 |
| 2009-06-01 | 2.70437008970943 |
| 2009-07-01 | 2.70368607867528 |
| 2009-08-01 | 2.67872287773247 |
| 2009-09-01 | 2.64197730208309 |
| 2009-10-01 | 2.67812504156830 |
| 2009-11-01 | 2.51038600268314 |
| 2009-12-01 | 2.65629698279466 |
| 2010-01-01 | 2.65753779946240 |
| 2010-02-01 | 2.72149568611371 |
| 2010-03-01 | 2.58924037874801 |
| 2010-04-01 | 2.58126822662291 |
| 2010-05-01 | 2.54527839781423 |
| 2010-06-01 | 2.52521304133712 |
| 2010-07-01 | 2.62064795044036 |
| 2010-08-01 | 2.59888833596620 |
| 2010-09-01 | 2.64913227763888 |
| 2010-10-01 | 2.57337105400950 |
| 2010-11-01 | 2.40686482245125 |
| 2010-12-01 | 2.53940625221266 |
| 2011-01-01 | 2.54989986225258 |
| 2011-02-01 | 2.60253314676707 |
| 2011-03-01 | 2.58264409498656 |
| 2011-04-01 | 2.57548056024409 |
| 2011-05-01 | 2.65124549019301 |
| 2011-06-01 | 2.63610113228742 |
| 2011-07-01 | 2.63623913689023 |
| 2011-08-01 | 2.61626647712147 |
| 2011-09-01 | 2.55043239806695 |
| 2011-10-01 | 2.67388921806244 |
| 2011-11-01 | 2.70502435403735 |
| 2011-12-01 | 2.72907608488277 |
| 2012-01-01 | 2.74548023240023 |
| 2012-02-01 | 2.68746034905996 |
| 2012-03-01 | 2.67715595544921 |
| 2012-04-01 | 2.67527610294162 |
| 2012-05-01 | 2.65228442581697 |
| 2012-06-01 | 2.64105574491093 |
| 2012-07-01 | 2.64936682864099 |
| 2012-08-01 | 2.72404247068138 |
| 2012-09-01 | 2.74771760835785 |
| 2012-10-01 | 2.77290555440724 |
| 2012-11-01 | 2.80296240940270 |
| 2012-12-01 | 2.82145365587178 |
| 2013-01-01 | 2.75002867679658 |
| 2013-02-01 | 2.78731994118832 |
| 2013-03-01 | 2.77782890924607 |
| 2013-04-01 | 2.77227368034687 |
| 2013-05-01 | 2.75486033360480 |
| 2013-06-01 | 2.73804983588656 |
| 2013-07-01 | 2.75790388510152 |
| 2013-08-01 | 2.71689595443956 |
| 2013-09-01 | 2.73916845552093 |
| 2013-10-01 | 2.76639302310444 |
| 2013-11-01 | 2.80262975997369 |
| 2013-12-01 | 2.82312639227480 |
| 2014-01-01 | 2.86577516032309 |
| 2014-02-01 | 2.89483045324243 |
| 2014-03-01 | 2.98865758937832 |
| 2014-04-01 | 2.97225271450674 |
| 2014-05-01 | 2.95233519048605 |
| 2014-06-01 | 3.02817411664567 |
| 2014-07-01 | 2.95469891315815 |
| 2014-08-01 | 2.90030763872528 |
| 2014-09-01 | 3.03464012324126 |
| 2014-10-01 | 2.95330393166279 |
| 2014-11-01 | 3.00383542094709 |
| 2014-12-01 | 3.02898853896352 |
| 2015-01-01 | 3.18278459815632 |
| 2015-02-01 | 3.21465451107604 |
| 2015-03-01 | 3.20360528186237 |
| 2015-04-01 | 3.17625946310230 |
| 2015-05-01 | 3.25264637455076 |
| 2015-06-01 | 3.11116705264233 |
| 2015-07-01 | 3.14333392202747 |
| 2015-08-01 | 3.17922329604580 |
| 2015-09-01 | 3.12657584677820 |
| 2015-10-01 | 3.24039496716275 |
| 2015-11-01 | 3.10274810419975 |
| 2015-12-01 | 3.14209079612981 |
| 2016-01-01 | 3.00191195536359 |
| 2016-02-01 | 3.03413800861998 |
| 2016-03-01 | 3.02260784593380 |
| 2016-04-01 | 3.08467785009088 |
| 2016-05-01 | 3.04289837473991 |
| 2016-06-01 | 3.09645095082651 |
| 2016-07-01 | 3.12706208001823 |
| 2016-08-01 | 3.16175792501474 |
| 2016-09-01 | 3.12522949720968 |
| 2016-10-01 | 3.13037121363427 |
| 2016-11-01 | 3.09796633913924 |
| 2016-12-01 | 3.05093574544262 |
| 2017-01-01 | 3.01461895274561 |
| 2017-02-01 | 3.05820885686773 |
| 2017-03-01 | 3.03802463545031 |
| 2017-04-01 | 3.09035808712101 |
| 2017-05-01 | 3.13548104021635 |
| 2017-06-01 | 3.18274338329057 |
| 2017-07-01 | 3.31086239876296 |
| 2017-08-01 | 3.15305650747276 |
| 2017-09-01 | 3.12391151036971 |
| 2017-10-01 | 3.22989987300850 |
| 2017-11-01 | 3.08734398471426 |
| 2017-12-01 | 3.16264620764603 |
| 2018-01-01 | 3.22278292817084 |
| 2018-02-01 | 3.17245190592136 |
| 2018-03-01 | 3.24628708324543 |
| 2018-04-01 | 3.19108710647208 |
| 2018-05-01 | 3.22857528092134 |
| 2018-06-01 | 3.27775634596647 |
| 2018-07-01 | 3.29404800625747 |
| 2018-08-01 | 3.35221095248965 |
| 2018-09-01 | 3.42621911144747 |
| 2018-10-01 | 3.43661063561051 |
| 2018-11-01 | 3.48120980232993 |
| 2018-12-01 | 3.47693957419788 |
| 2019-01-01 | 3.41820871374521 |
| 2019-02-01 | 3.48421518718544 |
| 2019-03-01 | 3.43600260646437 |
| 2019-04-01 | 3.48592456854327 |
| 2019-05-01 | 3.52819425449639 |
| 2019-06-01 | 3.47821369991349 |
| 2019-07-01 | 3.48461460186809 |
| 2019-08-01 | 3.46019421193840 |
| 2019-09-01 | 3.42104073168921 |
| 2019-10-01 | 3.44870140803744 |
| 2019-11-01 | 3.48225900669041 |
| 2019-12-01 | 3.48907222274121 |
| 2020-01-01 | 3.51158805281653 |
| 2020-02-01 | 3.48709844259765 |
| 2020-03-01 | 3.52231047242102 |
| 2020-04-01 | 2.87391441625167 |
| 2020-05-01 | 3.02719630802640 |
| 2020-06-01 | 3.08857039539789 |
| 2020-07-01 | 3.07734181630423 |
| 2020-08-01 | 3.06490972198367 |
| 2020-09-01 | 3.01619312925629 |
| 2020-10-01 | 3.16229297323168 |
| 2020-11-01 | 3.29497309664937 |
| 2020-12-01 | 3.29475836015901 |
| 2021-01-01 | 3.40050880275363 |
| 2021-02-01 | 3.49003006849752 |
| 2021-03-01 | 3.50662325492748 |
| 2021-04-01 | 3.56419646500859 |
| 2021-05-01 | 3.52579637404017 |
| 2021-06-01 | 3.59770689218063 |
| 2021-07-01 | 3.77155835035083 |
| 2021-08-01 | 3.86838854564309 |
| 2021-09-01 | 3.91294574050406 |
| 2021-10-01 | 3.97264213220135 |
| 2021-11-01 | 4.01308257867527 |
| 2021-12-01 | 3.99473215325594 |
| 2022-01-01 | 4.09325952260332 |
| 2022-02-01 | 4.08731179190804 |
| 2022-03-01 | 4.19645789581017 |
| 2022-04-01 | 4.15759097224985 |
| 2022-05-01 | 4.12015558217091 |
| 2022-06-01 | 4.10815537282422 |
| 2022-07-01 | 4.06387229961563 |
| 2022-08-01 | 4.07162700747049 |
| 2022-09-01 | 4.11616189485296 |
| 2022-10-01 | 4.18007110864888 |
| 2022-11-01 | 4.03249643550141 |
| 2022-12-01 | 4.09128819961567 |
| 2023-01-01 | 3.98125393322926 |
| 2023-02-01 | 3.98377991793249 |
| 2023-03-01 | 3.98208201988115 |
| 2023-04-01 | 4.06295057523524 |
| 2023-05-01 | 4.01329361660563 |
| 2023-06-01 | 4.21370010865841 |
| 2023-07-01 | 4.06266168816895 |
| 2023-08-01 | 4.07911236789295 |
| 2023-09-01 | 4.12332608161356 |
| 2023-10-01 | 3.98134032993362 |
| 2023-11-01 | 4.04503256798316 |
| 2023-12-01 | 3.98015473939927 |
| 2024-01-01 | 4.17640240276267 |
| 2024-02-01 | 4.17594687346037 |
| 2024-03-01 | 4.17651899377920 |
| 2024-04-01 | 4.16886562025460 |
| 2024-05-01 | 4.30550776978328 |
| 2024-06-01 | 4.31738171446505 |
| 2024-07-01 | 4.36090973539481 |
| 2024-08-01 | 4.38720503393235 |
| 2024-09-01 | 4.33422698435361 |
| 2024-10-01 | 4.38481503381400 |
| 2024-11-01 | 4.34978474922880 |
| 2024-12-01 | 4.37105680668278 |
| 2025-01-01 | 4.36823114667990 |
| 2025-02-01 | 4.36636255688547 |
| 2025-03-01 | 4.37238981601302 |
| 2025-04-01 | 4.38112916264950 |
| 2025-05-01 | 4.39985980131171 |
| 2025-06-01 | 4.31574440040387 |
| 2025-07-01 | 4.36161813065746 |
| 2025-08-01 | 4.29461199905231 |
| 2025-09-01 | 4.34614469677238 |
| 2025-10-01 | 4.38585639854135 |
| 2025-11-01 | 4.44874243200349 |
| 2025-12-01 | 4.46547155305485 |
| 2026-01-01 | 4.46344050981701 |
| 2026-02-01 | 4.45662856083560 |
| 2026-03-01 | 4.47151466743935 |
| 2026-04-01 | 4.38815891025626 |