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 2024-11-01 |
| Last Updated | 2024-12-21 7:11 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 | 1.4730853332749500 |
| 1990-02-01 | 1.4524158911027398 |
| 1990-03-01 | 1.4572965245401202 |
| 1990-04-01 | 1.4675993228611002 |
| 1990-05-01 | 1.5797147089335100 |
| 1990-06-01 | 1.4348711142328001 |
| 1990-07-01 | 1.4540560594618700 |
| 1990-08-01 | 1.4711685357131299 |
| 1990-09-01 | 1.4666910970917300 |
| 1990-10-01 | 1.3648316238663300 |
| 1990-11-01 | 1.4406567082707500 |
| 1990-12-01 | 1.4331827525483000 |
| 1991-01-01 | 1.4764784818965302 |
| 1991-02-01 | 1.4528551520665800 |
| 1991-03-01 | 1.5583688827828797 |
| 1991-04-01 | 1.4698880619165200 |
| 1991-05-01 | 1.4825426518789700 |
| 1991-06-01 | 1.5332334709786200 |
| 1991-07-01 | 1.3517476499083500 |
| 1991-08-01 | 1.3681664720307100 |
| 1991-09-01 | 1.3656112333309498 |
| 1991-10-01 | 1.4652343546235000 |
| 1991-11-01 | 1.5397635956291003 |
| 1991-12-01 | 1.5278617299405102 |
| 1992-01-01 | 1.5826459411520901 |
| 1992-02-01 | 1.6541783022799599 |
| 1992-03-01 | 1.6585410363722000 |
| 1992-04-01 | 1.6759513626099198 |
| 1992-05-01 | 1.6859694373583303 |
| 1992-06-01 | 1.7319176435150400 |
| 1992-07-01 | 1.7482243864332100 |
| 1992-08-01 | 1.7636692314361497 |
| 1992-09-01 | 1.7631634799997800 |
| 1992-10-01 | 1.7643117180627200 |
| 1992-11-01 | 1.7388066065080000 |
| 1992-12-01 | 1.7230980684252801 |
| 1993-01-01 | 1.6884497359124802 |
| 1993-02-01 | 1.6552140457673700 |
| 1993-03-01 | 1.5606778129497800 |
| 1993-04-01 | 1.6844333041620000 |
| 1993-05-01 | 1.6888052168718999 |
| 1993-06-01 | 1.7314878462799599 |
| 1993-07-01 | 1.7438638315025903 |
| 1993-08-01 | 1.7564297729071199 |
| 1993-09-01 | 1.7585135450472098 |
| 1993-10-01 | 1.7624115593467500 |
| 1993-11-01 | 1.7386495066560800 |
| 1993-12-01 | 1.8220297859416101 |
| 1994-01-01 | 1.7923621190526000 |
| 1994-02-01 | 1.8585195203634400 |
| 1994-03-01 | 1.8679195757721898 |
| 1994-04-01 | 1.8892056711973102 |
| 1994-05-01 | 1.8893952289513503 |
| 1994-06-01 | 1.9327788926155200 |
| 1994-07-01 | 1.9361315034045201 |
| 1994-08-01 | 1.9469461482311499 |
| 1994-09-01 | 1.9559703148097198 |
| 1994-10-01 | 1.9593927560516997 |
| 1994-11-01 | 2.0431580726840000 |
| 1994-12-01 | 2.0218114839563900 |
| 1995-01-01 | 1.8943157281655703 |
| 1995-02-01 | 1.9625021371366000 |
| 1995-03-01 | 1.9777230100264902 |
| 1995-04-01 | 1.8896405683135200 |
| 1995-05-01 | 1.8868541862048200 |
| 1995-06-01 | 1.8355016530754600 |
| 1995-07-01 | 1.8295188202805501 |
| 1995-08-01 | 1.8408871293666003 |
| 1995-09-01 | 1.8545022395283701 |
| 1995-10-01 | 1.8512831654757500 |
| 1995-11-01 | 1.8413549015740600 |
| 1995-12-01 | 1.8273252812791200 |
| 1996-01-01 | 1.9002000183164800 |
| 1996-02-01 | 1.8677557600449899 |
| 1996-03-01 | 1.8852978842347200 |
| 1996-04-01 | 1.8917285956545000 |
| 1996-05-01 | 1.9865705041677100 |
| 1996-06-01 | 1.9340753239228400 |
| 1996-07-01 | 1.8196480681312100 |
| 1996-08-01 | 1.9393096266805300 |
| 1996-09-01 | 1.9538936798230300 |
| 1996-10-01 | 1.8354964368028102 |
| 1996-11-01 | 1.9333132853570400 |
| 1996-12-01 | 1.9373172243024300 |
| 1997-01-01 | 2.0130294255613800 |
| 1997-02-01 | 2.0783047146268800 |
| 1997-03-01 | 1.9933288430547300 |
| 1997-04-01 | 2.1948258920975000 |
| 1997-05-01 | 2.1859645831201600 |
| 1997-06-01 | 2.2264671924558197 |
| 1997-07-01 | 2.3114560799624700 |
| 1997-08-01 | 2.3390482372025097 |
| 1997-09-01 | 2.2486828092391700 |
| 1997-10-01 | 2.3162097284222100 |
| 1997-11-01 | 2.3174841940616098 |
| 1997-12-01 | 2.4481912365047300 |
| 1998-01-01 | 2.4335990210196403 |
| 1998-02-01 | 2.3959302159142700 |
| 1998-03-01 | 2.3995106692041697 |
| 1998-04-01 | 2.4027452155277995 |
| 1998-05-01 | 2.3893614889530400 |
| 1998-06-01 | 2.3138927499657997 |
| 1998-07-01 | 2.3009212654841495 |
| 1998-08-01 | 2.2351618351425000 |
| 1998-09-01 | 2.3432968569833300 |
| 1998-10-01 | 2.3959384028178103 |
| 1998-11-01 | 2.4019103937157302 |
| 1998-12-01 | 2.3522529376326804 |
| 1999-01-01 | 2.3596937018895200 |
| 1999-02-01 | 2.4182891696726400 |
| 1999-03-01 | 2.4064971603634100 |
| 1999-04-01 | 2.3072805712774900 |
| 1999-05-01 | 2.2890935783456903 |
| 1999-06-01 | 2.4029759992396100 |
| 1999-07-01 | 2.3990627233972797 |
| 1999-08-01 | 2.3283140022192996 |
| 1999-09-01 | 2.2338909499736097 |
| 1999-10-01 | 2.3839744264976400 |
| 1999-11-01 | 2.3832280972779500 |
| 1999-12-01 | 2.3581587898649903 |
| 2000-01-01 | 2.3801711936144200 |
| 2000-02-01 | 2.3371256645025000 |
| 2000-03-01 | 2.4055672209897800 |
| 2000-04-01 | 2.6163788357994400 |
| 2000-05-01 | 2.8907058144892104 |
| 2000-06-01 | 2.6942051527570294 |
| 2000-07-01 | 2.7003326861262598 |
| 2000-08-01 | 2.7176968590706800 |
| 2000-09-01 | 2.7261404816083200 |
| 2000-10-01 | 2.6772394049137800 |
| 2000-11-01 | 2.6737542897758098 |
| 2000-12-01 | 2.6636221159924200 |
| 2001-01-01 | 2.3930015491304600 |
| 2001-02-01 | 2.5568702761610500 |
| 2001-03-01 | 2.6028809158992500 |
| 2001-04-01 | 2.5136945622982300 |
| 2001-05-01 | 2.5855681815233400 |
| 2001-06-01 | 2.5883785701484400 |
| 2001-07-01 | 2.6063563105686500 |
| 2001-08-01 | 2.6010971251030300 |
| 2001-09-01 | 2.6210246334628600 |
| 2001-10-01 | 2.6896021938238800 |
| 2001-11-01 | 2.6763899978456096 |
| 2001-12-01 | 2.6695368830857102 |
| 2002-01-01 | 2.5954395784793300 |
| 2002-02-01 | 2.6675887121570000 |
| 2002-03-01 | 2.5941666825035900 |
| 2002-04-01 | 2.7075166190610800 |
| 2002-05-01 | 2.6800630971182997 |
| 2002-06-01 | 2.6816658215046405 |
| 2002-07-01 | 2.7089555436668800 |
| 2002-08-01 | 2.7852544067013700 |
| 2002-09-01 | 2.8258294481550403 |
| 2002-10-01 | 2.7063026584273397 |
| 2002-11-01 | 2.8905477341373600 |
| 2002-12-01 | 2.8677155367521400 |
| 2003-01-01 | 2.9998885700151403 |
| 2003-02-01 | 2.9733760510127300 |
| 2003-03-01 | 3.0887240204055000 |
| 2003-04-01 | 2.8967053891921300 |
| 2003-05-01 | 2.9674745968814700 |
| 2003-06-01 | 2.9736141063536600 |
| 2003-07-01 | 3.0075678385676700 |
| 2003-08-01 | 3.0712258835909503 |
| 2003-09-01 | 3.1325298259505000 |
| 2003-10-01 | 3.2339837448619600 |
| 2003-11-01 | 3.2046971366301400 |
| 2003-12-01 | 3.2686999227432600 |
| 2004-01-01 | 3.2975475505382996 |
| 2004-02-01 | 3.2730815391545294 |
| 2004-03-01 | 3.3818601750541095 |
| 2004-04-01 | 3.3983022614062595 |
| 2004-05-01 | 3.2575742646039396 |
| 2004-06-01 | 3.3626642229551600 |
| 2004-07-01 | 3.5001505160581403 |
| 2004-08-01 | 3.3613099396899300 |
| 2004-09-01 | 3.2374340623744398 |
| 2004-10-01 | 3.2540393160084200 |
| 2004-11-01 | 3.3144097267439700 |
| 2004-12-01 | 3.3694331328889304 |
| 2005-01-01 | 3.4021350641679900 |
| 2005-02-01 | 3.4784438295827900 |
| 2005-03-01 | 3.4812646247670700 |
| 2005-04-01 | 3.4972460668284797 |
| 2005-05-01 | 3.4450123655813902 |
| 2005-06-01 | 3.4531572916650295 |
| 2005-07-01 | 3.3914040448561600 |
| 2005-08-01 | 3.3523723113921897 |
| 2005-09-01 | 3.3375658117040500 |
| 2005-10-01 | 3.3762144382156496 |
| 2005-11-01 | 3.3196622495331205 |
| 2005-12-01 | 3.3725672192228200 |
| 2006-01-01 | 3.3005900629463603 |
| 2006-02-01 | 3.3798066273860400 |
| 2006-03-01 | 3.3831359041531300 |
| 2006-04-01 | 3.3988198516002900 |
| 2006-05-01 | 3.5364705697706698 |
| 2006-06-01 | 3.5518517959378100 |
| 2006-07-01 | 3.5864691475999395 |
| 2006-08-01 | 3.5505948422320404 |
| 2006-09-01 | 3.5373074963774600 |
| 2006-10-01 | 3.4823575773537300 |
| 2006-11-01 | 3.5195525806259100 |
| 2006-12-01 | 3.4722445057834204 |
| 2007-01-01 | 3.4998746582603903 |
| 2007-02-01 | 3.3760157757882200 |
| 2007-03-01 | 3.2905967087147703 |
| 2007-04-01 | 3.2965941981545400 |
| 2007-05-01 | 3.3321952384001100 |
| 2007-06-01 | 3.3615935414080296 |
| 2007-07-01 | 3.3841476001881500 |
| 2007-08-01 | 3.4531491237798300 |
| 2007-09-01 | 3.4366144884673100 |
| 2007-10-01 | 3.3864157637760600 |
| 2007-11-01 | 3.4168031806206000 |
| 2007-12-01 | 3.2734972979247896 |
| 2008-01-01 | 3.2863377050001903 |
| 2008-02-01 | 3.2612029653391900 |
| 2008-03-01 | 3.2951011157071700 |
| 2008-04-01 | 3.2959583848960400 |
| 2008-05-01 | 3.2340959084883100 |
| 2008-06-01 | 3.1810979990795203 |
| 2008-07-01 | 3.0902044027007802 |
| 2008-08-01 | 3.0638448690010200 |
| 2008-09-01 | 3.0380867331753400 |
| 2008-10-01 | 2.9814376230746698 |
| 2008-11-01 | 2.9129530926271303 |
| 2008-12-01 | 2.8676232692492600 |
| 2009-01-01 | 2.8710852759931997 |
| 2009-02-01 | 2.8449782928469998 |
| 2009-03-01 | 2.7940610590092496 |
| 2009-04-01 | 2.7892056839550000 |
| 2009-05-01 | 2.7393427179999500 |
| 2009-06-01 | 2.7043663802383597 |
| 2009-07-01 | 2.7036860588485200 |
| 2009-08-01 | 2.6787276545541100 |
| 2009-09-01 | 2.6419787063908700 |
| 2009-10-01 | 2.6781270037349200 |
| 2009-11-01 | 2.5103907173749502 |
| 2009-12-01 | 2.6562950631220700 |
| 2010-01-01 | 2.6575402341631804 |
| 2010-02-01 | 2.7214946131031503 |
| 2010-03-01 | 2.5892358606016700 |
| 2010-04-01 | 2.5812641143360600 |
| 2010-05-01 | 2.5452755170393000 |
| 2010-06-01 | 2.5252100969629700 |
| 2010-07-01 | 2.6206493011872600 |
| 2010-08-01 | 2.5988924505665300 |
| 2010-09-01 | 2.6491349727468796 |
| 2010-10-01 | 2.5733745014987100 |
| 2010-11-01 | 2.4068707745335300 |
| 2010-12-01 | 2.5394085863898300 |
| 2011-01-01 | 2.5499029543282700 |
| 2011-02-01 | 2.6025339600097800 |
| 2011-03-01 | 2.5826293137679200 |
| 2011-04-01 | 2.5754735431361300 |
| 2011-05-01 | 2.6512384654944903 |
| 2011-06-01 | 2.6360926644634100 |
| 2011-07-01 | 2.6362334325680297 |
| 2011-08-01 | 2.6163005203205003 |
| 2011-09-01 | 2.5504393608517404 |
| 2011-10-01 | 2.6738836133565296 |
| 2011-11-01 | 2.7050224577161400 |
| 2011-12-01 | 2.7290877376636900 |
| 2012-01-01 | 2.7454797149657000 |
| 2012-02-01 | 2.6874606853422702 |
| 2012-03-01 | 2.6771348192919400 |
| 2012-04-01 | 2.6752815704269600 |
| 2012-05-01 | 2.6522252905023600 |
| 2012-06-01 | 2.6410747037811800 |
| 2012-07-01 | 2.6493849308627900 |
| 2012-08-01 | 2.7241314278333997 |
| 2012-09-01 | 2.7477401206301300 |
| 2012-10-01 | 2.7728079513673600 |
| 2012-11-01 | 2.8029462852675500 |
| 2012-12-01 | 2.8214634425165297 |
| 2013-01-01 | 2.7500173315081600 |
| 2013-02-01 | 2.7873209845012097 |
| 2013-03-01 | 2.7778129816512300 |
| 2013-04-01 | 2.7723099569789498 |
| 2013-05-01 | 2.7547750318444500 |
| 2013-06-01 | 2.7381262741447996 |
| 2013-07-01 | 2.7579692789567103 |
| 2013-08-01 | 2.7170447272871400 |
| 2013-09-01 | 2.7391878758520000 |
| 2013-10-01 | 2.7661657966762503 |
| 2013-11-01 | 2.8025562366772503 |
| 2013-12-01 | 2.8231004125217902 |
| 2014-01-01 | 2.8657363988764195 |
| 2014-02-01 | 2.8948320197735398 |
| 2014-03-01 | 2.9886625177959400 |
| 2014-04-01 | 2.9723258401553703 |
| 2014-05-01 | 2.9522485840164800 |
| 2014-06-01 | 3.0283541838234704 |
| 2014-07-01 | 2.9549081761166300 |
| 2014-08-01 | 2.9005984804415696 |
| 2014-09-01 | 3.0348277572006900 |
| 2014-10-01 | 2.9528124011489600 |
| 2014-11-01 | 3.0030402052373097 |
| 2014-12-01 | 3.0291005987097597 |
| 2015-01-01 | 3.1828446886743700 |
| 2015-02-01 | 3.2147257830507800 |
| 2015-03-01 | 3.2036672284141896 |
| 2015-04-01 | 3.1763933567078400 |
| 2015-05-01 | 3.2526377917023300 |
| 2015-06-01 | 3.1114514685898300 |
| 2015-07-01 | 3.1436998198732500 |
| 2015-08-01 | 3.1796639774419000 |
| 2015-09-01 | 3.1269193180462795 |
| 2015-10-01 | 3.2396790076445496 |
| 2015-11-01 | 3.1011544593518800 |
| 2015-12-01 | 3.1422416123350800 |
| 2016-01-01 | 3.0019672870037800 |
| 2016-02-01 | 3.0342320107534700 |
| 2016-03-01 | 3.0227489096074103 |
| 2016-04-01 | 3.0849393283340200 |
| 2016-05-01 | 3.0430641759215800 |
| 2016-06-01 | 3.0969392070699198 |
| 2016-07-01 | 3.1276684280172207 |
| 2016-08-01 | 3.1623657144718100 |
| 2016-09-01 | 3.1257485975070000 |
| 2016-10-01 | 3.1294248757520100 |
| 2016-11-01 | 3.0955171972987205 |
| 2016-12-01 | 3.0509927293943100 |
| 2017-01-01 | 3.0144834172188800 |
| 2017-02-01 | 3.0581153180073400 |
| 2017-03-01 | 3.0380057515369000 |
| 2017-04-01 | 3.0913184504704203 |
| 2017-05-01 | 3.1356922650926697 |
| 2017-06-01 | 3.1841382350284397 |
| 2017-07-01 | 3.3114391712918700 |
| 2017-08-01 | 3.1535271509210300 |
| 2017-09-01 | 3.1251041279453498 |
| 2017-10-01 | 3.2287621467379504 |
| 2017-11-01 | 3.0842664242881200 |
| 2017-12-01 | 3.1620474074955296 |
| 2018-01-01 | 3.2219006887255200 |
| 2018-02-01 | 3.1715802697740205 |
| 2018-03-01 | 3.2454817767341500 |
| 2018-04-01 | 3.1921519657402700 |
| 2018-05-01 | 3.2310899218645900 |
| 2018-06-01 | 3.2812319332866800 |
| 2018-07-01 | 3.2947789878319402 |
| 2018-08-01 | 3.3528585351455895 |
| 2018-09-01 | 3.4282753606246900 |
| 2018-10-01 | 3.4350453112764900 |
| 2018-11-01 | 3.4767326454504706 |
| 2018-12-01 | 3.4744918510196800 |
| 2019-01-01 | 3.4152406787729600 |
| 2019-02-01 | 3.4814437348213603 |
| 2019-03-01 | 3.4338111589916600 |
| 2019-04-01 | 3.4874200537864800 |
| 2019-05-01 | 3.5342524334541100 |
| 2019-06-01 | 3.4857130929843600 |
| 2019-07-01 | 3.4875588091374800 |
| 2019-08-01 | 3.4627433635274500 |
| 2019-09-01 | 3.4248211606207900 |
| 2019-10-01 | 3.4477430593361800 |
| 2019-11-01 | 3.4728609102061200 |
| 2019-12-01 | 3.4823253243256700 |
| 2020-01-01 | 3.5037057427198700 |
| 2020-02-01 | 3.4794161543007700 |
| 2020-03-01 | 3.5157084737048100 |
| 2020-04-01 | 2.8791322184030600 |
| 2020-05-01 | 3.0416597791916096 |
| 2020-06-01 | 3.1010228731275100 |
| 2020-07-01 | 3.0823776974975800 |
| 2020-08-01 | 3.0767382159901200 |
| 2020-09-01 | 3.0272532581998504 |
| 2020-10-01 | 3.1602317756165200 |
| 2020-11-01 | 3.2708127816094703 |
| 2020-12-01 | 3.2794294067122696 |
| 2021-01-01 | 3.3865142425268100 |
| 2021-02-01 | 3.4735962202194797 |
| 2021-03-01 | 3.4939537570606696 |
| 2021-04-01 | 3.5744249542239905 |
| 2021-05-01 | 3.5537957755079197 |
| 2021-06-01 | 3.6169763625732500 |
| 2021-07-01 | 3.7852610180319797 |
| 2021-08-01 | 3.8944596444490200 |
| 2021-09-01 | 3.9292730155538194 |
| 2021-10-01 | 3.9681436203077600 |
| 2021-11-01 | 3.9673690093427500 |
| 2021-12-01 | 3.9681482852615100 |
| 2022-01-01 | 4.0721223633653505 |
| 2022-02-01 | 4.0592131853618200 |
| 2022-03-01 | 4.1798488005483100 |
| 2022-04-01 | 4.1744430595797210 |
| 2022-05-01 | 4.1689747151231400 |
| 2022-06-01 | 4.1303266712763100 |
| 2022-07-01 | 4.0902849317677500 |
| 2022-08-01 | 4.1084196350893200 |
| 2022-09-01 | 4.1350467346179300 |
| 2022-10-01 | 4.1684678798265390 |
| 2022-11-01 | 3.9668347077331600 |
| 2022-12-01 | 4.0562943376065100 |
| 2023-01-01 | 3.9562906236427700 |
| 2023-02-01 | 3.9475728678325400 |
| 2023-03-01 | 3.9671141904165297 |
| 2023-04-01 | 3.9804785624425500 |
| 2023-05-01 | 3.9784284883566200 |
| 2023-06-01 | 4.1384848821830300 |
| 2023-07-01 | 4.1029784874664400 |
| 2023-08-01 | 4.0212203610290500 |
| 2023-09-01 | 4.0373683713450700 |
| 2023-10-01 | 4.0642392665741800 |
| 2023-11-01 | 4.1661712799547300 |
| 2023-12-01 | 4.1408200973837700 |
| 2024-01-01 | 4.1491832630062800 |
| 2024-02-01 | 4.1374207958613800 |
| 2024-03-01 | 4.0644862409366810 |
| 2024-04-01 | 3.9866575695523303 |
| 2024-05-01 | 3.9831293010499302 |
| 2024-06-01 | 3.9410377213467402 |
| 2024-07-01 | 3.9095422343308597 |
| 2024-08-01 | 3.9299463987849300 |
| 2024-09-01 | 3.9436065476232303 |
| 2024-10-01 | 3.9606658712647600 |
| 2024-11-01 | 3.9636656875585894 |
