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 2026-08-01 |
| Last Updated | 2026-09-18 12:10 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 | 1.4730850397 |
| 1990-02-01 | 1.4524159226 |
| 1990-03-01 | 1.4572963862 |
| 1990-04-01 | 1.4676001607 |
| 1990-05-01 | 1.5797178040 |
| 1990-06-01 | 1.4348719826 |
| 1990-07-01 | 1.4540582893 |
| 1990-08-01 | 1.4711683043 |
| 1990-09-01 | 1.4666917089 |
| 1990-10-01 | 1.3648308004 |
| 1990-11-01 | 1.4406536991 |
| 1990-12-01 | 1.4331798023 |
| 1991-01-01 | 1.4764770158 |
| 1991-02-01 | 1.4528544419 |
| 1991-03-01 | 1.5583685904 |
| 1991-04-01 | 1.4698893884 |
| 1991-05-01 | 1.4825466523 |
| 1991-06-01 | 1.5332359171 |
| 1991-07-01 | 1.3517512729 |
| 1991-08-01 | 1.3681677955 |
| 1991-09-01 | 1.3656130213 |
| 1991-10-01 | 1.4652345775 |
| 1991-11-01 | 1.5397505542 |
| 1991-12-01 | 1.5278588280 |
| 1992-01-01 | 1.5826417271 |
| 1992-02-01 | 1.6541776241 |
| 1992-03-01 | 1.6585420064 |
| 1992-04-01 | 1.6759553533 |
| 1992-05-01 | 1.6859766426 |
| 1992-06-01 | 1.7319238543 |
| 1992-07-01 | 1.7482304793 |
| 1992-08-01 | 1.7636721634 |
| 1992-09-01 | 1.7631655649 |
| 1992-10-01 | 1.7643117821 |
| 1992-11-01 | 1.7387813301 |
| 1992-12-01 | 1.7230924398 |
| 1993-01-01 | 1.6884405321 |
| 1993-02-01 | 1.6552104591 |
| 1993-03-01 | 1.5606754123 |
| 1993-04-01 | 1.6844322497 |
| 1993-05-01 | 1.6888618536 |
| 1993-06-01 | 1.7314864030 |
| 1993-07-01 | 1.7438698821 |
| 1993-08-01 | 1.7564265520 |
| 1993-09-01 | 1.7585094621 |
| 1993-10-01 | 1.7624110834 |
| 1993-11-01 | 1.7386069650 |
| 1993-12-01 | 1.8220162252 |
| 1994-01-01 | 1.7923426924 |
| 1994-02-01 | 1.8585103599 |
| 1994-03-01 | 1.8679394732 |
| 1994-04-01 | 1.8892062128 |
| 1994-05-01 | 1.8895104383 |
| 1994-06-01 | 1.9327766385 |
| 1994-07-01 | 1.9361379905 |
| 1994-08-01 | 1.9469262632 |
| 1994-09-01 | 1.9559499042 |
| 1994-10-01 | 1.9593644626 |
| 1994-11-01 | 2.0430820186 |
| 1994-12-01 | 2.0217723358 |
| 1995-01-01 | 1.8942847033 |
| 1995-02-01 | 1.9625025853 |
| 1995-03-01 | 1.9777960874 |
| 1995-04-01 | 1.8896788058 |
| 1995-05-01 | 1.8870645919 |
| 1995-06-01 | 1.8355308148 |
| 1995-07-01 | 1.8295527546 |
| 1995-08-01 | 1.8407103146 |
| 1995-09-01 | 1.8544652529 |
| 1995-10-01 | 1.8512133053 |
| 1995-11-01 | 1.8412222253 |
| 1995-12-01 | 1.8272409991 |
| 1996-01-01 | 1.9001561476 |
| 1996-02-01 | 1.8677774194 |
| 1996-03-01 | 1.8854394819 |
| 1996-04-01 | 1.8918161043 |
| 1996-05-01 | 1.9870433329 |
| 1996-06-01 | 1.9341264049 |
| 1996-07-01 | 1.8196983379 |
| 1996-08-01 | 1.9389753839 |
| 1996-09-01 | 1.9538022342 |
| 1996-10-01 | 1.8353412635 |
| 1996-11-01 | 1.9330527160 |
| 1996-12-01 | 1.9370253064 |
| 1997-01-01 | 2.0127292893 |
| 1997-02-01 | 2.0786499330 |
| 1997-03-01 | 1.9939752766 |
| 1997-04-01 | 2.1946360940 |
| 1997-05-01 | 2.1870318625 |
| 1997-06-01 | 2.2263472104 |
| 1997-07-01 | 2.3114067360 |
| 1997-08-01 | 2.3385110526 |
| 1997-09-01 | 2.2485353978 |
| 1997-10-01 | 2.3160286722 |
| 1997-11-01 | 2.3172154650 |
| 1997-12-01 | 2.4478683208 |
| 1998-01-01 | 2.4324170391 |
| 1998-02-01 | 2.3968148683 |
| 1998-03-01 | 2.4008519800 |
| 1998-04-01 | 2.4021059058 |
| 1998-05-01 | 2.3910534115 |
| 1998-06-01 | 2.3136442439 |
| 1998-07-01 | 2.3007569076 |
| 1998-08-01 | 2.2345461635 |
| 1998-09-01 | 2.3430766287 |
| 1998-10-01 | 2.3957156876 |
| 1998-11-01 | 2.4016278329 |
| 1998-12-01 | 2.3518933774 |
| 1999-01-01 | 2.3576089965 |
| 1999-02-01 | 2.4196867785 |
| 1999-03-01 | 2.4086017112 |
| 1999-04-01 | 2.3061842458 |
| 1999-05-01 | 2.2911950524 |
| 1999-06-01 | 2.4026160774 |
| 1999-07-01 | 2.3987967573 |
| 1999-08-01 | 2.3276375609 |
| 1999-09-01 | 2.2336546563 |
| 1999-10-01 | 2.3837814550 |
| 1999-11-01 | 2.3830447819 |
| 1999-12-01 | 2.3579606920 |
| 2000-01-01 | 2.3772920733 |
| 2000-02-01 | 2.3387253992 |
| 2000-03-01 | 2.4080069792 |
| 2000-04-01 | 2.6151402000 |
| 2000-05-01 | 2.8928368821 |
| 2000-06-01 | 2.6938890861 |
| 2000-07-01 | 2.7000538103 |
| 2000-08-01 | 2.7171520509 |
| 2000-09-01 | 2.7258969032 |
| 2000-10-01 | 2.6770540012 |
| 2000-11-01 | 2.6735947001 |
| 2000-12-01 | 2.6634400628 |
| 2001-01-01 | 2.3899542711 |
| 2001-02-01 | 2.5584273703 |
| 2001-03-01 | 2.6054191790 |
| 2001-04-01 | 2.5124389102 |
| 2001-05-01 | 2.5874979111 |
| 2001-06-01 | 2.5880409304 |
| 2001-07-01 | 2.6060627725 |
| 2001-08-01 | 2.6006995364 |
| 2001-09-01 | 2.6208267777 |
| 2001-10-01 | 2.6894951198 |
| 2001-11-01 | 2.6763685351 |
| 2001-12-01 | 2.6695642645 |
| 2002-01-01 | 2.5924978842 |
| 2002-02-01 | 2.6688210819 |
| 2002-03-01 | 2.5962632677 |
| 2002-04-01 | 2.7065689362 |
| 2002-05-01 | 2.6814533176 |
| 2002-06-01 | 2.6814962702 |
| 2002-07-01 | 2.7087612305 |
| 2002-08-01 | 2.7850473728 |
| 2002-09-01 | 2.8256737108 |
| 2002-10-01 | 2.7062124314 |
| 2002-11-01 | 2.8905351808 |
| 2002-12-01 | 2.8677656887 |
| 2003-01-01 | 2.9978210260 |
| 2003-02-01 | 2.9740680053 |
| 2003-03-01 | 3.0901290044 |
| 2003-04-01 | 2.8962136302 |
| 2003-05-01 | 2.9682488540 |
| 2003-06-01 | 2.9735772529 |
| 2003-07-01 | 3.0074881169 |
| 2003-08-01 | 3.0710949459 |
| 2003-09-01 | 3.1324415043 |
| 2003-10-01 | 3.2339297146 |
| 2003-11-01 | 3.2047112853 |
| 2003-12-01 | 3.2687926190 |
| 2004-01-01 | 3.2963851768 |
| 2004-02-01 | 3.2732677594 |
| 2004-03-01 | 3.3824847673 |
| 2004-04-01 | 3.3982719764 |
| 2004-05-01 | 3.2578861180 |
| 2004-06-01 | 3.3627441073 |
| 2004-07-01 | 3.5001730060 |
| 2004-08-01 | 3.3612529508 |
| 2004-09-01 | 3.2373750367 |
| 2004-10-01 | 3.2539806699 |
| 2004-11-01 | 3.3143560580 |
| 2004-12-01 | 3.3693916278 |
| 2005-01-01 | 3.4017727639 |
| 2005-02-01 | 3.4784203545 |
| 2005-03-01 | 3.4815038182 |
| 2005-04-01 | 3.4973222664 |
| 2005-05-01 | 3.4452003867 |
| 2005-06-01 | 3.4531625789 |
| 2005-07-01 | 3.3914118676 |
| 2005-08-01 | 3.3523382441 |
| 2005-09-01 | 3.3375298356 |
| 2005-10-01 | 3.3761894162 |
| 2005-11-01 | 3.3196415632 |
| 2005-12-01 | 3.3725574984 |
| 2006-01-01 | 3.3004075482 |
| 2006-02-01 | 3.3798058888 |
| 2006-03-01 | 3.3832094148 |
| 2006-04-01 | 3.3988634678 |
| 2006-05-01 | 3.5365962883 |
| 2006-06-01 | 3.5518551296 |
| 2006-07-01 | 3.5864737178 |
| 2006-08-01 | 3.5505674547 |
| 2006-09-01 | 3.5372792249 |
| 2006-10-01 | 3.4823388657 |
| 2006-11-01 | 3.5195314681 |
| 2006-12-01 | 3.4722349865 |
| 2007-01-01 | 3.4998453613 |
| 2007-02-01 | 3.3760163531 |
| 2007-03-01 | 3.2906055864 |
| 2007-04-01 | 3.2966041997 |
| 2007-05-01 | 3.3322622281 |
| 2007-06-01 | 3.3615966770 |
| 2007-07-01 | 3.3841493656 |
| 2007-08-01 | 3.4531323351 |
| 2007-09-01 | 3.4365995279 |
| 2007-10-01 | 3.3864064299 |
| 2007-11-01 | 3.4167938015 |
| 2007-12-01 | 3.2734994576 |
| 2008-01-01 | 3.2863213327 |
| 2008-02-01 | 3.2612070256 |
| 2008-03-01 | 3.2951102103 |
| 2008-04-01 | 3.2959669543 |
| 2008-05-01 | 3.2341041501 |
| 2008-06-01 | 3.1811053166 |
| 2008-07-01 | 3.0902061053 |
| 2008-08-01 | 3.0638368904 |
| 2008-09-01 | 3.0380831604 |
| 2008-10-01 | 2.9814340931 |
| 2008-11-01 | 2.9129476858 |
| 2008-12-01 | 2.8676276050 |
| 2009-01-01 | 2.8710767956 |
| 2009-02-01 | 2.8449805901 |
| 2009-03-01 | 2.7940657634 |
| 2009-04-01 | 2.7892089417 |
| 2009-05-01 | 2.7393453070 |
| 2009-06-01 | 2.7043700790 |
| 2009-07-01 | 2.7036860825 |
| 2009-08-01 | 2.6787228735 |
| 2009-09-01 | 2.6419773084 |
| 2009-10-01 | 2.6781250506 |
| 2009-11-01 | 2.5103860525 |
| 2009-12-01 | 2.6562970110 |
| 2010-01-01 | 2.6575377953 |
| 2010-02-01 | 2.7214956715 |
| 2010-03-01 | 2.5892403599 |
| 2010-04-01 | 2.5812682195 |
| 2010-05-01 | 2.5452783909 |
| 2010-06-01 | 2.5252130293 |
| 2010-07-01 | 2.6206479395 |
| 2010-08-01 | 2.5988883125 |
| 2010-09-01 | 2.6491322578 |
| 2010-10-01 | 2.5733710525 |
| 2010-11-01 | 2.4068648672 |
| 2010-12-01 | 2.5394063020 |
| 2011-01-01 | 2.5498999024 |
| 2011-02-01 | 2.6025331777 |
| 2011-03-01 | 2.5826440575 |
| 2011-04-01 | 2.5754805584 |
| 2011-05-01 | 2.6512454717 |
| 2011-06-01 | 2.6361010959 |
| 2011-07-01 | 2.6362390889 |
| 2011-08-01 | 2.6162664290 |
| 2011-09-01 | 2.5504323274 |
| 2011-10-01 | 2.6738892026 |
| 2011-11-01 | 2.7050244033 |
| 2011-12-01 | 2.7290762089 |
| 2012-01-01 | 2.7454803488 |
| 2012-02-01 | 2.6874604598 |
| 2012-03-01 | 2.6771559412 |
| 2012-04-01 | 2.6752761788 |
| 2012-05-01 | 2.6522841042 |
| 2012-06-01 | 2.6410557971 |
| 2012-07-01 | 2.6493668261 |
| 2012-08-01 | 2.7240424216 |
| 2012-09-01 | 2.7477174701 |
| 2012-10-01 | 2.7729052953 |
| 2012-11-01 | 2.8029623193 |
| 2012-12-01 | 2.8214536555 |
| 2013-01-01 | 2.7500296936 |
| 2013-02-01 | 2.7873199540 |
| 2013-03-01 | 2.7778288047 |
| 2013-04-01 | 2.7722737896 |
| 2013-05-01 | 2.7548597223 |
| 2013-06-01 | 2.7380500119 |
| 2013-07-01 | 2.7579039760 |
| 2013-08-01 | 2.7168959306 |
| 2013-09-01 | 2.7391682172 |
| 2013-10-01 | 2.7663924422 |
| 2013-11-01 | 2.8026294421 |
| 2013-12-01 | 2.8231262018 |
| 2014-01-01 | 2.8657770493 |
| 2014-02-01 | 2.8948303644 |
| 2014-03-01 | 2.9886574364 |
| 2014-04-01 | 2.9722528271 |
| 2014-05-01 | 2.9523342945 |
| 2014-06-01 | 3.0281744900 |
| 2014-07-01 | 2.9546992947 |
| 2014-08-01 | 2.9003080393 |
| 2014-09-01 | 3.0346404236 |
| 2014-10-01 | 2.9533028584 |
| 2014-11-01 | 3.0038334231 |
| 2014-12-01 | 3.0289884243 |
| 2015-01-01 | 3.1827872101 |
| 2015-02-01 | 3.2146538812 |
| 2015-03-01 | 3.2036046273 |
| 2015-04-01 | 3.1762593724 |
| 2015-05-01 | 3.2526457417 |
| 2015-06-01 | 3.1111682202 |
| 2015-07-01 | 3.1433356184 |
| 2015-08-01 | 3.1792253102 |
| 2015-09-01 | 3.1265776376 |
| 2015-10-01 | 3.2403939452 |
| 2015-11-01 | 3.1027440041 |
| 2015-12-01 | 3.1420890286 |
| 2016-01-01 | 3.0019114518 |
| 2016-02-01 | 3.0341342753 |
| 2016-03-01 | 3.0226054679 |
| 2016-04-01 | 3.0846782350 |
| 2016-05-01 | 3.0429005261 |
| 2016-06-01 | 3.0964564724 |
| 2016-07-01 | 3.1270685091 |
| 2016-08-01 | 3.1617638167 |
| 2016-09-01 | 3.1252336335 |
| 2016-10-01 | 3.1303700020 |
| 2016-11-01 | 3.0979593213 |
| 2016-12-01 | 3.0509296869 |
| 2017-01-01 | 3.0146112838 |
| 2017-02-01 | 3.0581981383 |
| 2017-03-01 | 3.0380167041 |
| 2017-04-01 | 3.0903484970 |
| 2017-05-01 | 3.1354803604 |
| 2017-06-01 | 3.1827895831 |
| 2017-07-01 | 3.3108681388 |
| 2017-08-01 | 3.1530622668 |
| 2017-09-01 | 3.1239277888 |
| 2017-10-01 | 3.2299008644 |
| 2017-11-01 | 3.0873339944 |
| 2017-12-01 | 3.1626366113 |
| 2018-01-01 | 3.2227633032 |
| 2018-02-01 | 3.1724245638 |
| 2018-03-01 | 3.2462546665 |
| 2018-04-01 | 3.1910382464 |
| 2018-05-01 | 3.2285642133 |
| 2018-06-01 | 3.2779289659 |
| 2018-07-01 | 3.2940289730 |
| 2018-08-01 | 3.3522062521 |
| 2018-09-01 | 3.4262508203 |
| 2018-10-01 | 3.4366250914 |
| 2018-11-01 | 3.4812077531 |
| 2018-12-01 | 3.4769360117 |
| 2019-01-01 | 3.4181835896 |
| 2019-02-01 | 3.4841731348 |
| 2019-03-01 | 3.4358831185 |
| 2019-04-01 | 3.4858322816 |
| 2019-05-01 | 3.5281653441 |
| 2019-06-01 | 3.4785073549 |
| 2019-07-01 | 3.4845660494 |
| 2019-08-01 | 3.4601732581 |
| 2019-09-01 | 3.4210772357 |
| 2019-10-01 | 3.4488825375 |
| 2019-11-01 | 3.4822506512 |
| 2019-12-01 | 3.4890579793 |
| 2020-01-01 | 3.5115407919 |
| 2020-02-01 | 3.4870258350 |
| 2020-03-01 | 3.5220799441 |
| 2020-04-01 | 2.8737498863 |
| 2020-05-01 | 3.0271078067 |
| 2020-06-01 | 3.0889904910 |
| 2020-07-01 | 3.0771985997 |
| 2020-08-01 | 3.0647997116 |
| 2020-09-01 | 3.0164243078 |
| 2020-10-01 | 3.1628299433 |
| 2020-11-01 | 3.2949561780 |
| 2020-12-01 | 3.2947036553 |
| 2021-01-01 | 3.4004108856 |
| 2021-02-01 | 3.4899173291 |
| 2021-03-01 | 3.5062497667 |
| 2021-04-01 | 3.5636819861 |
| 2021-05-01 | 3.5256231182 |
| 2021-06-01 | 3.5981825077 |
| 2021-07-01 | 3.7714114379 |
| 2021-08-01 | 3.8683115736 |
| 2021-09-01 | 3.9135071193 |
| 2021-10-01 | 3.9736557041 |
| 2021-11-01 | 4.0131508408 |
| 2021-12-01 | 3.9946794835 |
| 2022-01-01 | 4.0930695414 |
| 2022-02-01 | 4.0870123591 |
| 2022-03-01 | 4.1957741313 |
| 2022-04-01 | 4.1564909373 |
| 2022-05-01 | 4.1197476874 |
| 2022-06-01 | 4.1086500244 |
| 2022-07-01 | 4.0638804642 |
| 2022-08-01 | 4.0718957143 |
| 2022-09-01 | 4.1172849657 |
| 2022-10-01 | 4.1815648508 |
| 2022-11-01 | 4.0327747515 |
| 2022-12-01 | 4.0913170936 |
| 2023-01-01 | 3.9809779214 |
| 2023-02-01 | 3.9832391732 |
| 2023-03-01 | 3.9809376421 |
| 2023-04-01 | 4.0608952024 |
| 2023-05-01 | 4.0107854318 |
| 2023-06-01 | 4.2147267982 |
| 2023-07-01 | 4.0640472024 |
| 2023-08-01 | 4.0810265788 |
| 2023-09-01 | 4.1252958806 |
| 2023-10-01 | 3.9831683080 |
| 2023-11-01 | 4.0451490174 |
| 2023-12-01 | 3.9796184352 |
| 2024-01-01 | 4.1752529760 |
| 2024-02-01 | 4.1742320930 |
| 2024-03-01 | 4.1743454084 |
| 2024-04-01 | 4.1660713084 |
| 2024-05-01 | 4.3026072029 |
| 2024-06-01 | 4.3176264104 |
| 2024-07-01 | 4.3663083397 |
| 2024-08-01 | 4.3914570651 |
| 2024-09-01 | 4.3367713026 |
| 2024-10-01 | 4.3864201310 |
| 2024-11-01 | 4.3493424198 |
| 2024-12-01 | 4.3695691647 |
| 2025-01-01 | 4.3658792420 |
| 2025-02-01 | 4.3632935935 |
| 2025-03-01 | 4.3691162210 |
| 2025-04-01 | 4.3775637414 |
| 2025-05-01 | 4.3961369017 |
| 2025-06-01 | 4.3152175673 |
| 2025-07-01 | 4.3720167520 |
| 2025-08-01 | 4.3021507042 |
| 2025-09-01 | 4.3489614927 |
| 2025-10-01 | 4.3868774858 |
| 2025-11-01 | 4.4473926259 |
| 2025-12-01 | 4.4625641357 |
| 2026-01-01 | 4.4593659198 |
| 2026-02-01 | 4.4515625580 |
| 2026-03-01 | 4.4665744244 |
| 2026-04-01 | 4.3837633928 |
| 2026-05-01 | 4.3951866540 |
| 2026-06-01 | 4.4157339775 |
| 2026-07-01 | 4.3760906289 |
| 2026-08-01 | 4.4099528071 |