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 2024-10-01 |
| Last Updated | 2024-11-20 6:54 AM CST |
| 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 | 1.4730853409246498 |
| 1990-02-01 | 1.4524158906342400 |
| 1990-03-01 | 1.4572965274592098 |
| 1990-04-01 | 1.4675993024423800 |
| 1990-05-01 | 1.5797146320071400 |
| 1990-06-01 | 1.4348710935993000 |
| 1990-07-01 | 1.4540560043835402 |
| 1990-08-01 | 1.4711685424455300 |
| 1990-09-01 | 1.4666910805295700 |
| 1990-10-01 | 1.3648316429779500 |
| 1990-11-01 | 1.4406567851845902 |
| 1990-12-01 | 1.4331828232849602 |
| 1991-01-01 | 1.4764785172910901 |
| 1991-02-01 | 1.4528551692245502 |
| 1991-03-01 | 1.5583688896023100 |
| 1991-04-01 | 1.4698880309670002 |
| 1991-05-01 | 1.4825425554761500 |
| 1991-06-01 | 1.5332334142866697 |
| 1991-07-01 | 1.3517475621473900 |
| 1991-08-01 | 1.3681664398239601 |
| 1991-09-01 | 1.3656111849328500 |
| 1991-10-01 | 1.4652343437623603 |
| 1991-11-01 | 1.5397639105978800 |
| 1991-12-01 | 1.5278617986979400 |
| 1992-01-01 | 1.5826460469219200 |
| 1992-02-01 | 1.6541783228113600 |
| 1992-03-01 | 1.6585410156864900 |
| 1992-04-01 | 1.6759512691493600 |
| 1992-05-01 | 1.6859692652281800 |
| 1992-06-01 | 1.7319174971185800 |
| 1992-07-01 | 1.7482242402182800 |
| 1992-08-01 | 1.7636691597295800 |
| 1992-09-01 | 1.7631634202218402 |
| 1992-10-01 | 1.7643117033564600 |
| 1992-11-01 | 1.7388072093978700 |
| 1992-12-01 | 1.7230982008212798 |
| 1993-01-01 | 1.6884499677871299 |
| 1993-02-01 | 1.6552141452335700 |
| 1993-03-01 | 1.5606778796495602 |
| 1993-04-01 | 1.6844333380306900 |
| 1993-05-01 | 1.6888038223936900 |
| 1993-06-01 | 1.7314878963702900 |
| 1993-07-01 | 1.7438636913292000 |
| 1993-08-01 | 1.7564298865838102 |
| 1993-09-01 | 1.7585136743289200 |
| 1993-10-01 | 1.7624114256176697 |
| 1993-11-01 | 1.7386505487641300 |
| 1993-12-01 | 1.8220301183002900 |
| 1994-01-01 | 1.7923625896554300 |
| 1994-02-01 | 1.8585197314676000 |
| 1994-03-01 | 1.8679193018357500 |
| 1994-04-01 | 1.8892056156067902 |
| 1994-05-01 | 1.8893923396988501 |
| 1994-06-01 | 1.9327789179336500 |
| 1994-07-01 | 1.9361312823753702 |
| 1994-08-01 | 1.9469465948473001 |
| 1994-09-01 | 1.9559712289609900 |
| 1994-10-01 | 1.9593930505071202 |
| 1994-11-01 | 2.0431598829712500 |
| 1994-12-01 | 2.0218124411593300 |
| 1995-01-01 | 1.8943165159918702 |
| 1995-02-01 | 1.9625021420379298 |
| 1995-03-01 | 1.9777216751156301 |
| 1995-04-01 | 1.8896395375300800 |
| 1995-05-01 | 1.8868488591783201 |
| 1995-06-01 | 1.8355008010456801 |
| 1995-07-01 | 1.8295178211453300 |
| 1995-08-01 | 1.8408914165718900 |
| 1995-09-01 | 1.8545039431876200 |
| 1995-10-01 | 1.8512841997939000 |
| 1995-11-01 | 1.8413580145218500 |
| 1995-12-01 | 1.8273273322264900 |
| 1996-01-01 | 1.9002011725462902 |
| 1996-02-01 | 1.8677553399235400 |
| 1996-03-01 | 1.8852952184056900 |
| 1996-04-01 | 1.8917264257231199 |
| 1996-05-01 | 1.9865581376862300 |
| 1996-06-01 | 1.9340739375259701 |
| 1996-07-01 | 1.8196467244473600 |
| 1996-08-01 | 1.9393178967901399 |
| 1996-09-01 | 1.9538972144671700 |
| 1996-10-01 | 1.8354993425501000 |
| 1996-11-01 | 1.9333191517330000 |
| 1996-12-01 | 1.9373237966076300 |
| 1997-01-01 | 2.0130361460328800 |
| 1997-02-01 | 2.0782980071087800 |
| 1997-03-01 | 1.9933150354121298 |
| 1997-04-01 | 2.1948302151813500 |
| 1997-05-01 | 2.1859356678765100 |
| 1997-06-01 | 2.2264700229407204 |
| 1997-07-01 | 2.3114574092878100 |
| 1997-08-01 | 2.3390619404550600 |
| 1997-09-01 | 2.2486881489275000 |
| 1997-10-01 | 2.3162136823597000 |
| 1997-11-01 | 2.3174907713644400 |
| 1997-12-01 | 2.4481991317692997 |
| 1998-01-01 | 2.4336216207564100 |
| 1998-02-01 | 2.3959131867297100 |
| 1998-03-01 | 2.3994820861054103 |
| 1998-04-01 | 2.4027600517676900 |
| 1998-05-01 | 2.3893156944756297 |
| 1998-06-01 | 2.3138990154706000 |
| 1998-07-01 | 2.3009257276184800 |
| 1998-08-01 | 2.2351778094469400 |
| 1998-09-01 | 2.3433044359996800 |
| 1998-10-01 | 2.3959439448794300 |
| 1998-11-01 | 2.4019177104773100 |
| 1998-12-01 | 2.3522620565793900 |
| 1999-01-01 | 2.3597323701801100 |
| 1999-02-01 | 2.4182621217388998 |
| 1999-03-01 | 2.4064526396086100 |
| 1999-04-01 | 2.3073059224192600 |
| 1999-05-01 | 2.2890367015145000 |
| 1999-06-01 | 2.4029852086355000 |
| 1999-07-01 | 2.3990698820571500 |
| 1999-08-01 | 2.3283316980361000 |
| 1999-09-01 | 2.2338987890349800 |
| 1999-10-01 | 2.3839808580512996 |
| 1999-11-01 | 2.3832335906321800 |
| 1999-12-01 | 2.3581647155446400 |
| 2000-01-01 | 2.3802229234132000 |
| 2000-02-01 | 2.3370945237596600 |
| 2000-03-01 | 2.4055164765054000 |
| 2000-04-01 | 2.6164081051000000 |
| 2000-05-01 | 2.8906485529791404 |
| 2000-06-01 | 2.6942135521883000 |
| 2000-07-01 | 2.7003402664659200 |
| 2000-08-01 | 2.7177112247773496 |
| 2000-09-01 | 2.7261480613476300 |
| 2000-10-01 | 2.6772467801401003 |
| 2000-11-01 | 2.6737590071902595 |
| 2000-12-01 | 2.6636272583215800 |
| 2001-01-01 | 2.3930559023503797 |
| 2001-02-01 | 2.5568396294112100 |
| 2001-03-01 | 2.6028285658359700 |
| 2001-04-01 | 2.5137247482349703 |
| 2001-05-01 | 2.5855166096474700 |
| 2001-06-01 | 2.5883874019765100 |
| 2001-07-01 | 2.6063641267502400 |
| 2001-08-01 | 2.6011075935312205 |
| 2001-09-01 | 2.6210304503663100 |
| 2001-10-01 | 2.6896087796550400 |
| 2001-11-01 | 2.6763915236834900 |
| 2001-12-01 | 2.6695372707075498 |
| 2002-01-01 | 2.5954909036600200 |
| 2002-02-01 | 2.6675642202672200 |
| 2002-03-01 | 2.5941242661233797 |
| 2002-04-01 | 2.7075402680810900 |
| 2002-05-01 | 2.6800269456712202 |
| 2002-06-01 | 2.6816704440483200 |
| 2002-07-01 | 2.7089606491914098 |
| 2002-08-01 | 2.7852596302407900 |
| 2002-09-01 | 2.8258337279899000 |
| 2002-10-01 | 2.7063084603086700 |
| 2002-11-01 | 2.8905484816779400 |
| 2002-12-01 | 2.8677147372011400 |
| 2003-01-01 | 2.9999241068180600 |
| 2003-02-01 | 2.9733618670361603 |
| 2003-03-01 | 3.0886962980886300 |
| 2003-04-01 | 2.8967183888171100 |
| 2003-05-01 | 2.9674554267479600 |
| 2003-06-01 | 2.9736151643952000 |
| 2003-07-01 | 3.0075698065565004 |
| 2003-08-01 | 3.0712287851643600 |
| 2003-09-01 | 3.1325319097826600 |
| 2003-10-01 | 3.2339882688827800 |
| 2003-11-01 | 3.2046967768861196 |
| 2003-12-01 | 3.2686977260617596 |
| 2004-01-01 | 3.2975669035709900 |
| 2004-02-01 | 3.2730772206648497 |
| 2004-03-01 | 3.3818486264998700 |
| 2004-04-01 | 3.3983047233500700 |
| 2004-05-01 | 3.2575675726457300 |
| 2004-06-01 | 3.3626622799780397 |
| 2004-07-01 | 3.5001498514382003 |
| 2004-08-01 | 3.3613108471837000 |
| 2004-09-01 | 3.2374351615066295 |
| 2004-10-01 | 3.2540425760396600 |
| 2004-11-01 | 3.3144104676261903 |
| 2004-12-01 | 3.3694334802343900 |
| 2005-01-01 | 3.4021411374864400 |
| 2005-02-01 | 3.4784437693110900 |
| 2005-03-01 | 3.4812603000129200 |
| 2005-04-01 | 3.4972455491252000 |
| 2005-05-01 | 3.4450084803628997 |
| 2005-06-01 | 3.4531570265288196 |
| 2005-07-01 | 3.3914037445002205 |
| 2005-08-01 | 3.3523727526611900 |
| 2005-09-01 | 3.3375664008779200 |
| 2005-10-01 | 3.3762160230651803 |
| 2005-11-01 | 3.3196624571646804 |
| 2005-12-01 | 3.3725672035337504 |
| 2006-01-01 | 3.3005931592894700 |
| 2006-02-01 | 3.3798064674757400 |
| 2006-03-01 | 3.3831344873547997 |
| 2006-04-01 | 3.3988195654455797 |
| 2006-05-01 | 3.5364680636356800 |
| 2006-06-01 | 3.5518516727583400 |
| 2006-07-01 | 3.5864689967489300 |
| 2006-08-01 | 3.5505952728200400 |
| 2006-09-01 | 3.5373080486071400 |
| 2006-10-01 | 3.4823581025942600 |
| 2006-11-01 | 3.5195529876771200 |
| 2006-12-01 | 3.4722446867795300 |
| 2007-01-01 | 3.4998751466082996 |
| 2007-02-01 | 3.3760157412078600 |
| 2007-03-01 | 3.2905965283705596 |
| 2007-04-01 | 3.2965940220808600 |
| 2007-05-01 | 3.3321939485793900 |
| 2007-06-01 | 3.3615935028733395 |
| 2007-07-01 | 3.3841475501441400 |
| 2007-08-01 | 3.4531494121812900 |
| 2007-09-01 | 3.4366147937130100 |
| 2007-10-01 | 3.3864160292022900 |
| 2007-11-01 | 3.4168033568091696 |
| 2007-12-01 | 3.2734972671263500 |
| 2008-01-01 | 3.2863379751349100 |
| 2008-02-01 | 3.2612028487830700 |
| 2008-03-01 | 3.2951009295426603 |
| 2008-04-01 | 3.2959582219725196 |
| 2008-05-01 | 3.2340957583981096 |
| 2008-06-01 | 3.1810978976133697 |
| 2008-07-01 | 3.0902043525165600 |
| 2008-08-01 | 3.0638450130163597 |
| 2008-09-01 | 3.0380868331564503 |
| 2008-10-01 | 2.9814376809004104 |
| 2008-11-01 | 2.9129531751480000 |
| 2008-12-01 | 2.8676231923748703 |
| 2009-01-01 | 2.8710854190937996 |
| 2009-02-01 | 2.8449782134977900 |
| 2009-03-01 | 2.7940610050403603 |
| 2009-04-01 | 2.7892056681423100 |
| 2009-05-01 | 2.7393427059132702 |
| 2009-06-01 | 2.7043663720161804 |
| 2009-07-01 | 2.7036860131877200 |
| 2009-08-01 | 2.6787277014645300 |
| 2009-09-01 | 2.6419787319496900 |
| 2009-10-01 | 2.6781269495803700 |
| 2009-11-01 | 2.5103907013048596 |
| 2009-12-01 | 2.6562949830685296 |
| 2010-01-01 | 2.6575402926087900 |
| 2010-02-01 | 2.7214946247208900 |
| 2010-03-01 | 2.5892359735807400 |
| 2010-04-01 | 2.5812642364584300 |
| 2010-05-01 | 2.5452755780297300 |
| 2010-06-01 | 2.5252100829432100 |
| 2010-07-01 | 2.6206491730799600 |
| 2010-08-01 | 2.5988923408103100 |
| 2010-09-01 | 2.6491349036845500 |
| 2010-10-01 | 2.5733743585084103 |
| 2010-11-01 | 2.4068707081137903 |
| 2010-12-01 | 2.5394085269989200 |
| 2011-01-01 | 2.5499029629015900 |
| 2011-02-01 | 2.6025340026273303 |
| 2011-03-01 | 2.5826300770539400 |
| 2011-04-01 | 2.5754736988264200 |
| 2011-05-01 | 2.6512385254591404 |
| 2011-06-01 | 2.6360926783380000 |
| 2011-07-01 | 2.6362333922084997 |
| 2011-08-01 | 2.6162990968219900 |
| 2011-09-01 | 2.5504391142758798 |
| 2011-10-01 | 2.6738838727779600 |
| 2011-11-01 | 2.7050228218601604 |
| 2011-12-01 | 2.7290876350044000 |
| 2012-01-01 | 2.7454800856098904 |
| 2012-02-01 | 2.6874609296114302 |
| 2012-03-01 | 2.6771361293644700 |
| 2012-04-01 | 2.6752812847054703 |
| 2012-05-01 | 2.6522261029784597 |
| 2012-06-01 | 2.6410737978694500 |
| 2012-07-01 | 2.6493839648763100 |
| 2012-08-01 | 2.7241277415406700 |
| 2012-09-01 | 2.7477388731059500 |
| 2012-10-01 | 2.7728129334562200 |
| 2012-11-01 | 2.8029463337980003 |
| 2012-12-01 | 2.8214624625023100 |
| 2013-01-01 | 2.7500213016096198 |
| 2013-02-01 | 2.7873204425561298 |
| 2013-03-01 | 2.7778137839294796 |
| 2013-04-01 | 2.7723082676501600 |
| 2013-05-01 | 2.7547756861597996 |
| 2013-06-01 | 2.7381235364954800 |
| 2013-07-01 | 2.7579668391245300 |
| 2013-08-01 | 2.7170388678655804 |
| 2013-09-01 | 2.7391863322583996 |
| 2013-10-01 | 2.7661767272085900 |
| 2013-11-01 | 2.8025573061882800 |
| 2013-12-01 | 2.8230996172333200 |
| 2014-01-01 | 2.8657444750299000 |
| 2014-02-01 | 2.8948306530582295 |
| 2014-03-01 | 2.9886619997522100 |
| 2014-04-01 | 2.9723221694122004 |
| 2014-05-01 | 2.9522477139673100 |
| 2014-06-01 | 3.0283476020050495 |
| 2014-07-01 | 2.9549038782298700 |
| 2014-08-01 | 2.9005875607479500 |
| 2014-09-01 | 3.0348204323502700 |
| 2014-10-01 | 2.9528403245660200 |
| 2014-11-01 | 3.0030544965585600 |
| 2014-12-01 | 3.0290944037444705 |
| 2015-01-01 | 3.1828522815911400 |
| 2015-02-01 | 3.2147206528435600 |
| 2015-03-01 | 3.2036638942189300 |
| 2015-04-01 | 3.1763877389111097 |
| 2015-05-01 | 3.2526353203622995 |
| 2015-06-01 | 3.1114429218392700 |
| 2015-07-01 | 3.1436951024439703 |
| 2015-08-01 | 3.1796489858223200 |
| 2015-09-01 | 3.1269069083782300 |
| 2015-10-01 | 3.2397193884000200 |
| 2015-11-01 | 3.1011821956872003 |
| 2015-12-01 | 3.1422296902258800 |
| 2016-01-01 | 3.0019766520606397 |
| 2016-02-01 | 3.0342218273942900 |
| 2016-03-01 | 3.0227417179230600 |
| 2016-04-01 | 3.0849326813952100 |
| 2016-05-01 | 3.0430623366232500 |
| 2016-06-01 | 3.0969311352270497 |
| 2016-07-01 | 3.1276647023561095 |
| 2016-08-01 | 3.1623476935527500 |
| 2016-09-01 | 3.1257293196915400 |
| 2016-10-01 | 3.1294746970273297 |
| 2016-11-01 | 3.0955547079263996 |
| 2016-12-01 | 3.0509707962132104 |
| 2017-01-01 | 3.0144899089067203 |
| 2017-02-01 | 3.0580963013872795 |
| 2017-03-01 | 3.0379943936579300 |
| 2017-04-01 | 3.0912943886519200 |
| 2017-05-01 | 3.1357230054996900 |
| 2017-06-01 | 3.1841687992904000 |
| 2017-07-01 | 3.3114616530787600 |
| 2017-08-01 | 3.1535260324970698 |
| 2017-09-01 | 3.1249872229841600 |
| 2017-10-01 | 3.2288024522264203 |
| 2017-11-01 | 3.0842942778318103 |
| 2017-12-01 | 3.1620154122264700 |
| 2018-01-01 | 3.2219036869317104 |
| 2018-02-01 | 3.1715629650464300 |
| 2018-03-01 | 3.2454819623959200 |
| 2018-04-01 | 3.1921356343379200 |
| 2018-05-01 | 3.2311840802470100 |
| 2018-06-01 | 3.2813246696043700 |
| 2018-07-01 | 3.2948363347258502 |
| 2018-08-01 | 3.3528583020479195 |
| 2018-09-01 | 3.4280234876299303 |
| 2018-10-01 | 3.4350304978068196 |
| 2018-11-01 | 3.4767151829976400 |
| 2018-12-01 | 3.4744380545073800 |
| 2019-01-01 | 3.4152481888012405 |
| 2019-02-01 | 3.4814616016309703 |
| 2019-03-01 | 3.4338562639002800 |
| 2019-04-01 | 3.4874612485860403 |
| 2019-05-01 | 3.5344588688212504 |
| 2019-06-01 | 3.4858852356294900 |
| 2019-07-01 | 3.4876756574002800 |
| 2019-08-01 | 3.4628184279937404 |
| 2019-09-01 | 3.4245791860561300 |
| 2019-10-01 | 3.4465520031727200 |
| 2019-11-01 | 3.4731420740495400 |
| 2019-12-01 | 3.4824742508282600 |
| 2020-01-01 | 3.5039043573722900 |
| 2020-02-01 | 3.4796182273222103 |
| 2020-03-01 | 3.5159201715103300 |
| 2020-04-01 | 2.8793029380001802 |
| 2020-05-01 | 3.0418947425612400 |
| 2020-06-01 | 3.1012736941726295 |
| 2020-07-01 | 3.0824694480382995 |
| 2020-08-01 | 3.0765490731972496 |
| 2020-09-01 | 3.0268018158851500 |
| 2020-10-01 | 3.1576399074733996 |
| 2020-11-01 | 3.2717950103576703 |
| 2020-12-01 | 3.2798050922344304 |
| 2021-01-01 | 3.3870246261268900 |
| 2021-02-01 | 3.4741587373117500 |
| 2021-03-01 | 3.4945249137808700 |
| 2021-04-01 | 3.5749265707709500 |
| 2021-05-01 | 3.5541957705060100 |
| 2021-06-01 | 3.6173020531927300 |
| 2021-07-01 | 3.7851451832156098 |
| 2021-08-01 | 3.8935434900993500 |
| 2021-09-01 | 3.9277386710653297 |
| 2021-10-01 | 3.9627677244149204 |
| 2021-11-01 | 3.9708009625347900 |
| 2021-12-01 | 3.9694810716710900 |
| 2022-01-01 | 4.0733092565957600 |
| 2022-02-01 | 4.0602840797840205 |
| 2022-03-01 | 4.1808094744365905 |
| 2022-04-01 | 4.1751207513528100 |
| 2022-05-01 | 4.1691360581377500 |
| 2022-06-01 | 4.1302364404778995 |
| 2022-07-01 | 4.0895278483713000 |
| 2022-08-01 | 4.1065736582428600 |
| 2022-09-01 | 4.1327225055414700 |
| 2022-10-01 | 4.1622407619642590 |
| 2022-11-01 | 3.9715758901230602 |
| 2022-12-01 | 4.0585920212637700 |
| 2023-01-01 | 3.9581011180278303 |
| 2023-02-01 | 3.9490763098348200 |
| 2023-03-01 | 3.9684046860425197 |
| 2023-04-01 | 3.9813624353344800 |
| 2023-05-01 | 3.9783834986560000 |
| 2023-06-01 | 4.1378107197112000 |
| 2023-07-01 | 4.1014691462242200 |
| 2023-08-01 | 4.0185613098260400 |
| 2023-09-01 | 4.0344086361877700 |
| 2023-10-01 | 4.0569359801089500 |
| 2023-11-01 | 4.1725193182208600 |
| 2023-12-01 | 4.1442952248025700 |
| 2024-01-01 | 4.1516360551891100 |
| 2024-02-01 | 4.1392455278342600 |
| 2024-03-01 | 4.0659465068854900 |
| 2024-04-01 | 3.9875104466082596 |
| 2024-05-01 | 3.9825327233801400 |
| 2024-06-01 | 3.9394813259956902 |
| 2024-07-01 | 3.9071144166950695 |
| 2024-08-01 | 3.9265053082071604 |
| 2024-09-01 | 3.9404331030033397 |
| 2024-10-01 | 3.9541748182672000 |
