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 2026-09-01 |
| Last Updated | 2026-10-20 9:44 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 | 1.4730850420 |
| 1990-02-01 | 1.4524159226 |
| 1990-03-01 | 1.4572963869 |
| 1990-04-01 | 1.4676001552 |
| 1990-05-01 | 1.5797177827 |
| 1990-06-01 | 1.4348719770 |
| 1990-07-01 | 1.4540582741 |
| 1990-08-01 | 1.4711683063 |
| 1990-09-01 | 1.4666917037 |
| 1990-10-01 | 1.3648308051 |
| 1990-11-01 | 1.4406537222 |
| 1990-12-01 | 1.4331798205 |
| 1991-01-01 | 1.4764770250 |
| 1991-02-01 | 1.4528544463 |
| 1991-03-01 | 1.5583685923 |
| 1991-04-01 | 1.4698893808 |
| 1991-05-01 | 1.4825466272 |
| 1991-06-01 | 1.5332359032 |
| 1991-07-01 | 1.3517512497 |
| 1991-08-01 | 1.3681677866 |
| 1991-09-01 | 1.3656130059 |
| 1991-10-01 | 1.4652345718 |
| 1991-11-01 | 1.5397506388 |
| 1991-12-01 | 1.5278588447 |
| 1992-01-01 | 1.5826417559 |
| 1992-02-01 | 1.6541776309 |
| 1992-03-01 | 1.6585420025 |
| 1992-04-01 | 1.6759553307 |
| 1992-05-01 | 1.6859765992 |
| 1992-06-01 | 1.7319238183 |
| 1992-07-01 | 1.7482304417 |
| 1992-08-01 | 1.7636721435 |
| 1992-09-01 | 1.7631655436 |
| 1992-10-01 | 1.7643117703 |
| 1992-11-01 | 1.7387814868 |
| 1992-12-01 | 1.7230924710 |
| 1993-01-01 | 1.6884405957 |
| 1993-02-01 | 1.6552104908 |
| 1993-03-01 | 1.5606754350 |
| 1993-04-01 | 1.6844322646 |
| 1993-05-01 | 1.6888614812 |
| 1993-06-01 | 1.7314864246 |
| 1993-07-01 | 1.7438698502 |
| 1993-08-01 | 1.7564265966 |
| 1993-09-01 | 1.7585095079 |
| 1993-10-01 | 1.7624109637 |
| 1993-11-01 | 1.7386072487 |
| 1993-12-01 | 1.8220163138 |
| 1994-01-01 | 1.7923428170 |
| 1994-02-01 | 1.8585104148 |
| 1994-03-01 | 1.8679394946 |
| 1994-04-01 | 1.8892061899 |
| 1994-05-01 | 1.8895096484 |
| 1994-06-01 | 1.9327766380 |
| 1994-07-01 | 1.9361379078 |
| 1994-08-01 | 1.9469263595 |
| 1994-09-01 | 1.9559503084 |
| 1994-10-01 | 1.9593643202 |
| 1994-11-01 | 2.0430824815 |
| 1994-12-01 | 2.0217725946 |
| 1995-01-01 | 1.8942849370 |
| 1995-02-01 | 1.9625026131 |
| 1995-03-01 | 1.9777959422 |
| 1995-04-01 | 1.8896785157 |
| 1995-05-01 | 1.8870631192 |
| 1995-06-01 | 1.8355305457 |
| 1995-07-01 | 1.8295524335 |
| 1995-08-01 | 1.8407113514 |
| 1995-09-01 | 1.8544660299 |
| 1995-10-01 | 1.8512132177 |
| 1995-11-01 | 1.8412229943 |
| 1995-12-01 | 1.8272415465 |
| 1996-01-01 | 1.9001565146 |
| 1996-02-01 | 1.8677773962 |
| 1996-03-01 | 1.8854391508 |
| 1996-04-01 | 1.8918155609 |
| 1996-05-01 | 1.9870397411 |
| 1996-06-01 | 1.9341260098 |
| 1996-07-01 | 1.8196979765 |
| 1996-08-01 | 1.9389774776 |
| 1996-09-01 | 1.9538036749 |
| 1996-10-01 | 1.8353415696 |
| 1996-11-01 | 1.9330540143 |
| 1996-12-01 | 1.9370267455 |
| 1997-01-01 | 2.0127307384 |
| 1997-02-01 | 2.0786490770 |
| 1997-03-01 | 1.9939728196 |
| 1997-04-01 | 2.1946371160 |
| 1997-05-01 | 2.1870227669 |
| 1997-06-01 | 2.2263479697 |
| 1997-07-01 | 2.3114072365 |
| 1997-08-01 | 2.3385147675 |
| 1997-09-01 | 2.2485375188 |
| 1997-10-01 | 2.3160295000 |
| 1997-11-01 | 2.3172172436 |
| 1997-12-01 | 2.4478704346 |
| 1998-01-01 | 2.4324194353 |
| 1998-02-01 | 2.3968128037 |
| 1998-03-01 | 2.4008469862 |
| 1998-04-01 | 2.4021095659 |
| 1998-05-01 | 2.3910389249 |
| 1998-06-01 | 2.3136460697 |
| 1998-07-01 | 2.3007584110 |
| 1998-08-01 | 2.2345506736 |
| 1998-09-01 | 2.3430795360 |
| 1998-10-01 | 2.3957172507 |
| 1998-11-01 | 2.4016300305 |
| 1998-12-01 | 2.3518960055 |
| 1999-01-01 | 2.3576122126 |
| 1999-02-01 | 2.4196834019 |
| 1999-03-01 | 2.4085941323 |
| 1999-04-01 | 2.3061904582 |
| 1999-05-01 | 2.2911769508 |
| 1999-06-01 | 2.4026188190 |
| 1999-07-01 | 2.3987991116 |
| 1999-08-01 | 2.3276426861 |
| 1999-09-01 | 2.2336576634 |
| 1999-10-01 | 2.3837838800 |
| 1999-11-01 | 2.3830468861 |
| 1999-12-01 | 2.3579629453 |
| 2000-01-01 | 2.3772951150 |
| 2000-02-01 | 2.3387214451 |
| 2000-03-01 | 2.4079988447 |
| 2000-04-01 | 2.6151477470 |
| 2000-05-01 | 2.8928188714 |
| 2000-06-01 | 2.6938917617 |
| 2000-07-01 | 2.7000563351 |
| 2000-08-01 | 2.7171563411 |
| 2000-09-01 | 2.7258996835 |
| 2000-10-01 | 2.6770570092 |
| 2000-11-01 | 2.6735965270 |
| 2000-12-01 | 2.6634419292 |
| 2001-01-01 | 2.3899571795 |
| 2001-02-01 | 2.5584232788 |
| 2001-03-01 | 2.6054110786 |
| 2001-04-01 | 2.5124469230 |
| 2001-05-01 | 2.5874817790 |
| 2001-06-01 | 2.5880436936 |
| 2001-07-01 | 2.6060653118 |
| 2001-08-01 | 2.6007027445 |
| 2001-09-01 | 2.6208288818 |
| 2001-10-01 | 2.6894982284 |
| 2001-11-01 | 2.6763696610 |
| 2001-12-01 | 2.6695651185 |
| 2002-01-01 | 2.5924997492 |
| 2002-02-01 | 2.6688177354 |
| 2002-03-01 | 2.5962572058 |
| 2002-04-01 | 2.7065757025 |
| 2002-05-01 | 2.6814425240 |
| 2002-06-01 | 2.6814978651 |
| 2002-07-01 | 2.7087628852 |
| 2002-08-01 | 2.7850489474 |
| 2002-09-01 | 2.8256751627 |
| 2002-10-01 | 2.7062150748 |
| 2002-11-01 | 2.8905357701 |
| 2002-12-01 | 2.8677658664 |
| 2003-01-01 | 2.9978219201 |
| 2003-02-01 | 2.9740658525 |
| 2003-03-01 | 3.0901254654 |
| 2003-04-01 | 2.8962177386 |
| 2003-05-01 | 2.9682436461 |
| 2003-06-01 | 2.9735777352 |
| 2003-07-01 | 3.0074887623 |
| 2003-08-01 | 3.0710956576 |
| 2003-09-01 | 3.1324421390 |
| 2003-10-01 | 3.2339317786 |
| 2003-11-01 | 3.2047113276 |
| 2003-12-01 | 3.2687922205 |
| 2004-01-01 | 3.2963851902 |
| 2004-02-01 | 3.2732668878 |
| 2004-03-01 | 3.3824838024 |
| 2004-04-01 | 3.3982735618 |
| 2004-05-01 | 3.2578849385 |
| 2004-06-01 | 3.3627436889 |
| 2004-07-01 | 3.5001728506 |
| 2004-08-01 | 3.3612529980 |
| 2004-09-01 | 3.2373752197 |
| 2004-10-01 | 3.2539819012 |
| 2004-11-01 | 3.3143560233 |
| 2004-12-01 | 3.3693914349 |
| 2005-01-01 | 3.4017728447 |
| 2005-02-01 | 3.4784200824 |
| 2005-03-01 | 3.4815035665 |
| 2005-04-01 | 3.4973227797 |
| 2005-05-01 | 3.4451997993 |
| 2005-06-01 | 3.4531624965 |
| 2005-07-01 | 3.3914117843 |
| 2005-08-01 | 3.3523381904 |
| 2005-09-01 | 3.3375298774 |
| 2005-10-01 | 3.3761900108 |
| 2005-11-01 | 3.3196414955 |
| 2005-12-01 | 3.3725573959 |
| 2006-01-01 | 3.3004076248 |
| 2006-02-01 | 3.3798057989 |
| 2006-03-01 | 3.3832093101 |
| 2006-04-01 | 3.3988637718 |
| 2006-05-01 | 3.5365959488 |
| 2006-06-01 | 3.5518550962 |
| 2006-07-01 | 3.5864736716 |
| 2006-08-01 | 3.5505674395 |
| 2006-09-01 | 3.5372792895 |
| 2006-10-01 | 3.4823389739 |
| 2006-11-01 | 3.5195315089 |
| 2006-12-01 | 3.4722350018 |
| 2007-01-01 | 3.4998453790 |
| 2007-02-01 | 3.3760163484 |
| 2007-03-01 | 3.2906055751 |
| 2007-04-01 | 3.2966042015 |
| 2007-05-01 | 3.3322620761 |
| 2007-06-01 | 3.3615966769 |
| 2007-07-01 | 3.3841493605 |
| 2007-08-01 | 3.4531323435 |
| 2007-09-01 | 3.4365995713 |
| 2007-10-01 | 3.3864064866 |
| 2007-11-01 | 3.4167938235 |
| 2007-12-01 | 3.2734994567 |
| 2008-01-01 | 3.2863213389 |
| 2008-02-01 | 3.2612070125 |
| 2008-03-01 | 3.2951101861 |
| 2008-04-01 | 3.2959669388 |
| 2008-05-01 | 3.2341041368 |
| 2008-06-01 | 3.1811053016 |
| 2008-07-01 | 3.0902061037 |
| 2008-08-01 | 3.0638369001 |
| 2008-09-01 | 3.0380831672 |
| 2008-10-01 | 2.9814341041 |
| 2008-11-01 | 2.9129477106 |
| 2008-12-01 | 2.8676276082 |
| 2009-01-01 | 2.8710768011 |
| 2009-02-01 | 2.8449805838 |
| 2009-03-01 | 2.7940657474 |
| 2009-04-01 | 2.7892089310 |
| 2009-05-01 | 2.7393452984 |
| 2009-06-01 | 2.7043700668 |
| 2009-07-01 | 2.7036860853 |
| 2009-08-01 | 2.6787228818 |
| 2009-09-01 | 2.6419773116 |
| 2009-10-01 | 2.6781250608 |
| 2009-11-01 | 2.5103860749 |
| 2009-12-01 | 2.6562970162 |
| 2010-01-01 | 2.6575377972 |
| 2010-02-01 | 2.7214956653 |
| 2010-03-01 | 2.5892403421 |
| 2010-04-01 | 2.5812682078 |
| 2010-05-01 | 2.5452783869 |
| 2010-06-01 | 2.5252130233 |
| 2010-07-01 | 2.6206479404 |
| 2010-08-01 | 2.5988883052 |
| 2010-09-01 | 2.6491322408 |
| 2010-10-01 | 2.5733710530 |
| 2010-11-01 | 2.4068648939 |
| 2010-12-01 | 2.5394063382 |
| 2011-01-01 | 2.5498999484 |
| 2011-02-01 | 2.6025332190 |
| 2011-03-01 | 2.5826439631 |
| 2011-04-01 | 2.5754805637 |
| 2011-05-01 | 2.6512454691 |
| 2011-06-01 | 2.6361010711 |
| 2011-07-01 | 2.6362390359 |
| 2011-08-01 | 2.6162664988 |
| 2011-09-01 | 2.5504322426 |
| 2011-10-01 | 2.6738891179 |
| 2011-11-01 | 2.7050243978 |
| 2011-12-01 | 2.7290762959 |
| 2012-01-01 | 2.7454804821 |
| 2012-02-01 | 2.6874606179 |
| 2012-03-01 | 2.6771558604 |
| 2012-04-01 | 2.6752763430 |
| 2012-05-01 | 2.6522836976 |
| 2012-06-01 | 2.6410559494 |
| 2012-07-01 | 2.6493668864 |
| 2012-08-01 | 2.7240427022 |
| 2012-09-01 | 2.7477174272 |
| 2012-10-01 | 2.7729040916 |
| 2012-11-01 | 2.8029622387 |
| 2012-12-01 | 2.8214536539 |
| 2013-01-01 | 2.7500310639 |
| 2013-02-01 | 2.7873200688 |
| 2013-03-01 | 2.7778286540 |
| 2013-04-01 | 2.7722741018 |
| 2013-05-01 | 2.7548589438 |
| 2013-06-01 | 2.7380503746 |
| 2013-07-01 | 2.7579041495 |
| 2013-08-01 | 2.7168963588 |
| 2013-09-01 | 2.7391680789 |
| 2013-10-01 | 2.7663899626 |
| 2013-11-01 | 2.8026291797 |
| 2013-12-01 | 2.8231260850 |
| 2014-01-01 | 2.8657796876 |
| 2014-02-01 | 2.8948304629 |
| 2014-03-01 | 2.9886572782 |
| 2014-04-01 | 2.9722532444 |
| 2014-05-01 | 2.9523331730 |
| 2014-06-01 | 3.0281752310 |
| 2014-07-01 | 2.9547001483 |
| 2014-08-01 | 2.9003094238 |
| 2014-09-01 | 3.0346414051 |
| 2014-10-01 | 2.9532961824 |
| 2014-11-01 | 3.0038338549 |
| 2014-12-01 | 3.0289878372 |
| 2015-01-01 | 3.1827899118 |
| 2015-02-01 | 3.2146525402 |
| 2015-03-01 | 3.2036036267 |
| 2015-04-01 | 3.1762600080 |
| 2015-05-01 | 3.2526459353 |
| 2015-06-01 | 3.1111711865 |
| 2015-07-01 | 3.1433392894 |
| 2015-08-01 | 3.1792295282 |
| 2015-09-01 | 3.1265808255 |
| 2015-10-01 | 3.2403839611 |
| 2015-11-01 | 3.1027433369 |
| 2015-12-01 | 3.1420838526 |
| 2016-01-01 | 3.0019095172 |
| 2016-02-01 | 3.0341262657 |
| 2016-03-01 | 3.0226012972 |
| 2016-04-01 | 3.0846807439 |
| 2016-05-01 | 3.0429072891 |
| 2016-06-01 | 3.0964686122 |
| 2016-07-01 | 3.1270813007 |
| 2016-08-01 | 3.1617746586 |
| 2016-09-01 | 3.1252402023 |
| 2016-10-01 | 3.1303557720 |
| 2016-11-01 | 3.0979554818 |
| 2016-12-01 | 3.0509142322 |
| 2017-01-01 | 3.0145953291 |
| 2017-02-01 | 3.0581727159 |
| 2017-03-01 | 3.0379961460 |
| 2017-04-01 | 3.0903455734 |
| 2017-05-01 | 3.1354855530 |
| 2017-06-01 | 3.1829044020 |
| 2017-07-01 | 3.3108783469 |
| 2017-08-01 | 3.1530678020 |
| 2017-09-01 | 3.1239241092 |
| 2017-10-01 | 3.2298760081 |
| 2017-11-01 | 3.0873326075 |
| 2017-12-01 | 3.1625976709 |
| 2018-01-01 | 3.2227186774 |
| 2018-02-01 | 3.1723688565 |
| 2018-03-01 | 3.2462035794 |
| 2018-04-01 | 3.1910143361 |
| 2018-05-01 | 3.2285857019 |
| 2018-06-01 | 3.2782865980 |
| 2018-07-01 | 3.2940131888 |
| 2018-08-01 | 3.3521802697 |
| 2018-09-01 | 3.4262092636 |
| 2018-10-01 | 3.4365615548 |
| 2018-11-01 | 3.4811830114 |
| 2018-12-01 | 3.4768591458 |
| 2019-01-01 | 3.4181073890 |
| 2019-02-01 | 3.4840967824 |
| 2019-03-01 | 3.4358039049 |
| 2019-04-01 | 3.4858189170 |
| 2019-05-01 | 3.5282392412 |
| 2019-06-01 | 3.4791368330 |
| 2019-07-01 | 3.4845398224 |
| 2019-08-01 | 3.4601161889 |
| 2019-09-01 | 3.4209855524 |
| 2019-10-01 | 3.4486643851 |
| 2019-11-01 | 3.4821872005 |
| 2019-12-01 | 3.4889381390 |
| 2020-01-01 | 3.5114387577 |
| 2020-02-01 | 3.4869391748 |
| 2020-03-01 | 3.5219943018 |
| 2020-04-01 | 2.8737765991 |
| 2020-05-01 | 3.0272707332 |
| 2020-06-01 | 3.0899223885 |
| 2020-07-01 | 3.0772630644 |
| 2020-08-01 | 3.0648595975 |
| 2020-09-01 | 3.0159672502 |
| 2020-10-01 | 3.1622355048 |
| 2020-11-01 | 3.2950014839 |
| 2020-12-01 | 3.2945495494 |
| 2021-01-01 | 3.4001881905 |
| 2021-02-01 | 3.4898739810 |
| 2021-03-01 | 3.5061961124 |
| 2021-04-01 | 3.5639475422 |
| 2021-05-01 | 3.5258969033 |
| 2021-06-01 | 3.5993295373 |
| 2021-07-01 | 3.7716235293 |
| 2021-08-01 | 3.8685051457 |
| 2021-09-01 | 3.9126456031 |
| 2021-10-01 | 3.9726022648 |
| 2021-11-01 | 4.0132070490 |
| 2021-12-01 | 3.9944071019 |
| 2022-01-01 | 4.0926833455 |
| 2022-02-01 | 4.0870212959 |
| 2022-03-01 | 4.1958381503 |
| 2022-04-01 | 4.1571043951 |
| 2022-05-01 | 4.1202716839 |
| 2022-06-01 | 4.1100437338 |
| 2022-07-01 | 4.0643275973 |
| 2022-08-01 | 4.0722306944 |
| 2022-09-01 | 4.1159345428 |
| 2022-10-01 | 4.1799933490 |
| 2022-11-01 | 4.0326458831 |
| 2022-12-01 | 4.0907848100 |
| 2023-01-01 | 3.9803506322 |
| 2023-02-01 | 3.9832688853 |
| 2023-03-01 | 3.9811478142 |
| 2023-04-01 | 4.0619512865 |
| 2023-05-01 | 4.0116788500 |
| 2023-06-01 | 4.2164074834 |
| 2023-07-01 | 4.0652166567 |
| 2023-08-01 | 4.0822964209 |
| 2023-09-01 | 4.1224731600 |
| 2023-10-01 | 3.9808954630 |
| 2023-11-01 | 4.0444133923 |
| 2023-12-01 | 3.9787481405 |
| 2024-01-01 | 4.1745099109 |
| 2024-02-01 | 4.1743376457 |
| 2024-03-01 | 4.1747307345 |
| 2024-04-01 | 4.1673366591 |
| 2024-05-01 | 4.3038218848 |
| 2024-06-01 | 4.3195644087 |
| 2024-07-01 | 4.3682619293 |
| 2024-08-01 | 4.3938673106 |
| 2024-09-01 | 4.3336788414 |
| 2024-10-01 | 4.3832378088 |
| 2024-11-01 | 4.3478348454 |
| 2024-12-01 | 4.3682009350 |
| 2025-01-01 | 4.3648423034 |
| 2025-02-01 | 4.3633305691 |
| 2025-03-01 | 4.3695090062 |
| 2025-04-01 | 4.3788911205 |
| 2025-05-01 | 4.3974803617 |
| 2025-06-01 | 4.3172762016 |
| 2025-07-01 | 4.3746660594 |
| 2025-08-01 | 4.3057368065 |
| 2025-09-01 | 4.3468400493 |
| 2025-10-01 | 4.3828118301 |
| 2025-11-01 | 4.4449208460 |
| 2025-12-01 | 4.4606327483 |
| 2026-01-01 | 4.4580389641 |
| 2026-02-01 | 4.4514299873 |
| 2026-03-01 | 4.4669243314 |
| 2026-04-01 | 4.3849960685 |
| 2026-05-01 | 4.3966061221 |
| 2026-06-01 | 4.4178682639 |
| 2026-07-01 | 4.3790538065 |
| 2026-08-01 | 4.4140991280 |
| 2026-09-01 | 4.4561476714 |