Federal Reserve Economic Data

Table Data - All Employees: Private Service Providing in Flagstaff, AZ (MSA)

Title All Employees: Private Service Providing in Flagstaff, AZ (MSA)
Series ID SMU04223800800000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-11-01
Last Updated 2024-12-21 7:10 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 23.268741097886100
1990-02-01 23.223112535938302
1990-03-01 23.656694020403200
1990-04-01 22.903975507623898
1990-05-01 23.199583716987600
1990-06-01 22.948214142015500
1990-07-01 22.837226939562303
1990-08-01 22.934308649875998
1990-09-01 22.775174499043498
1990-10-01 22.040922970980603
1990-11-01 22.696351094784898
1990-12-01 22.281905846636896
1991-01-01 23.573858198637700
1991-02-01 23.565392625798600
1991-03-01 23.762311735268604
1991-04-01 23.610630147940103
1991-05-01 23.404930197760898
1991-06-01 23.643782615626800
1991-07-01 23.639345596028700
1991-08-01 23.722414226562900
1991-09-01 23.865801028294700
1991-10-01 24.004260191325102
1991-11-01 24.363544757219700
1991-12-01 24.161570722029700
1992-01-01 24.591273175547600
1992-02-01 24.837186647298000
1992-03-01 24.798975137855898
1992-04-01 25.300890438385895
1992-05-01 25.135091797600303
1992-06-01 25.137968404892398
1992-07-01 25.428136144864800
1992-08-01 25.319338562306598
1992-09-01 25.540425590509802
1992-10-01 25.351515405407100
1992-11-01 25.302340805929000
1992-12-01 25.540271268133804
1993-01-01 25.326446538489500
1993-02-01 25.018372229591698
1993-03-01 25.158553954350800
1993-04-01 25.186469014172395
1993-05-01 25.645467648606502
1993-06-01 25.833431041911800
1993-07-01 25.834850645492600
1993-08-01 25.916716712450200
1993-09-01 25.702964701701102
1993-10-01 25.904976424493300
1993-11-01 25.839982591747304
1993-12-01 26.011978358401798
1994-01-01 25.955280726293100
1994-02-01 25.993129783222400
1994-03-01 26.428083744575800
1994-04-01 26.198570019651800
1994-05-01 26.146972602467198
1994-06-01 26.204041270907503
1994-07-01 26.345122961130600
1994-08-01 26.613019614277700
1994-09-01 26.376936167496600
1994-10-01 27.061458781138395
1994-11-01 27.473900333987498
1994-12-01 27.520936301828300
1995-01-01 26.688839620126100
1995-02-01 27.132606300756397
1995-03-01 26.973634187672100
1995-04-01 27.422449319758100
1995-05-01 27.116836719378600
1995-06-01 27.255746213334800
1995-07-01 27.589527677159400
1995-08-01 27.429523957905698
1995-09-01 27.658788771492897
1995-10-01 27.623511174953602
1995-11-01 27.716808329528302
1995-12-01 27.340838057089200
1996-01-01 27.930796033561897
1996-02-01 28.234728882563400
1996-03-01 28.413186316701400
1996-04-01 28.640520863555302
1996-05-01 28.997579225277900
1996-06-01 28.788970839617700
1996-07-01 28.605120451764304
1996-08-01 28.868804557278200
1996-09-01 28.771159267602002
1996-10-01 28.574266495097103
1996-11-01 28.747731945089900
1996-12-01 28.887193986815000
1997-01-01 29.106754198703900
1997-02-01 29.018746869113700
1997-03-01 29.062039039197500
1997-04-01 28.836627485695600
1997-05-01 28.949782566331397
1997-06-01 29.107089756135900
1997-07-01 29.305567809929200
1997-08-01 29.530723738678798
1997-09-01 29.608649040421100
1997-10-01 29.631900134029497
1997-11-01 29.711700516285100
1997-12-01 29.380143483151603
1998-01-01 29.779708854162300
1998-02-01 29.600765265169500
1998-03-01 29.599754795756397
1998-04-01 29.464700430039898
1998-05-01 29.525695241854300
1998-06-01 29.543766769441902
1998-07-01 29.051844944617100
1998-08-01 29.179633681618200
1998-09-01 29.448652793900600
1998-10-01 29.507976194562303
1998-11-01 29.600929637950898
1998-12-01 29.657756892768898
1999-01-01 29.634248506522397
1999-02-01 29.881539909423700
1999-03-01 30.017327815020700
1999-04-01 30.290119780822500
1999-05-01 30.305496323492500
1999-06-01 30.518417882504398
1999-07-01 31.110222294519000
1999-08-01 30.823810269738498
1999-09-01 30.780186516301697
1999-10-01 31.514776102642497
1999-11-01 31.509622762240700
1999-12-01 31.297426834957900
2000-01-01 31.330453424127498
2000-02-01 31.056165620689200
2000-03-01 31.796574471592397
2000-04-01 32.630489201597904
2000-05-01 33.035326592904700
2000-06-01 33.064140784861400
2000-07-01 33.056622498233600
2000-08-01 32.830178977761700
2000-09-01 32.804133485243696
2000-10-01 33.056160716071100
2000-11-01 32.717069369728700
2000-12-01 33.158026091827900
2001-01-01 32.777787525400600
2001-02-01 32.912552577743300
2001-03-01 32.954040811340796
2001-04-01 32.562279412865300
2001-05-01 32.646864073836200
2001-06-01 32.728753588726800
2001-07-01 32.961292786555300
2001-08-01 33.341486127159700
2001-09-01 33.132242178560500
2001-10-01 32.620332490038500
2001-11-01 32.748006498545200
2001-12-01 32.814036285954700
2002-01-01 33.357952096212700
2002-02-01 32.843448961160800
2002-03-01 32.753975814086400
2002-04-01 33.013056038663700
2002-05-01 33.091471001345000
2002-06-01 33.040086630879400
2002-07-01 33.197419310399300
2002-08-01 33.432753279965800
2002-09-01 33.533742906512800
2002-10-01 33.589596075549700
2002-11-01 33.762393765227300
2002-12-01 33.715804721268200
2003-01-01 33.731105058543400
2003-02-01 33.379306294307900
2003-03-01 33.541995130525606
2003-04-01 33.228556665404300
2003-05-01 33.204848798356500
2003-06-01 33.336881346832600
2003-07-01 33.579604143196200
2003-08-01 33.865870696571996
2003-09-01 33.643579639752005
2003-10-01 33.826672634981200
2003-11-01 34.058905209393100
2003-12-01 34.127888147693604
2004-01-01 34.729723612797100
2004-02-01 34.627135994479396
2004-03-01 34.605613911602305
2004-04-01 34.723677987185600
2004-05-01 34.937353442178896
2004-06-01 35.037822651978600
2004-07-01 34.749971074741104
2004-08-01 34.695259597170000
2004-09-01 34.361292770797400
2004-10-01 35.233221665192000
2004-11-01 35.228307980948294
2004-12-01 35.561603887214600
2005-01-01 35.889188303941700
2005-02-01 35.988403510212300
2005-03-01 35.899407884586104
2005-04-01 36.673469509507100
2005-05-01 36.149185964105800
2005-06-01 36.210624174034294
2005-07-01 36.521063295282204
2005-08-01 36.850296438577300
2005-09-01 36.983346498114000
2005-10-01 36.923170752887700
2005-11-01 36.989129663194205
2005-12-01 36.958632746152794
2006-01-01 36.686575588051895
2006-02-01 36.945364233605500
2006-03-01 37.322688959384800
2006-04-01 37.341708271726300
2006-05-01 37.588942629588500
2006-06-01 37.602371432605600
2006-07-01 37.562432554875900
2006-08-01 37.356192192211200
2006-09-01 37.459308103989500
2006-10-01 37.634787261746396
2006-11-01 37.645304735736700
2006-12-01 37.638420279578796
2007-01-01 37.807510666908300
2007-02-01 37.912865023494000
2007-03-01 38.204195322743104
2007-04-01 38.113544545282800
2007-05-01 38.128550835349200
2007-06-01 38.778970888573700
2007-07-01 38.384370342218496
2007-08-01 38.343379894077295
2007-09-01 38.142634635344500
2007-10-01 38.639301894393300
2007-11-01 38.590361383754100
2007-12-01 38.594388116962000
2008-01-01 38.717903817800500
2008-02-01 38.593358849700300
2008-03-01 38.645701158611900
2008-04-01 38.634386459108896
2008-05-01 38.169702739057100
2008-06-01 37.738390066287900
2008-07-01 37.665695798138790
2008-08-01 37.680979385406296
2008-09-01 37.527364269697900
2008-10-01 37.230899587032000
2008-11-01 37.361890117879300
2008-12-01 37.067415418166900
2009-01-01 36.514775060726500
2009-02-01 36.697218748005600
2009-03-01 36.440974330086300
2009-04-01 36.275978647870396
2009-05-01 36.272587476438600
2009-06-01 36.137509435334800
2009-07-01 36.237899734894900
2009-08-01 36.315947218688400
2009-09-01 36.309298298927004
2009-10-01 35.915020526652704
2009-11-01 35.962708049492100
2009-12-01 36.056916930794600
2010-01-01 36.602334689142000
2010-02-01 36.128771854188400
2010-03-01 35.460289984687400
2010-04-01 35.938088034009300
2010-05-01 35.543132325099800
2010-06-01 35.701487125965900
2010-07-01 35.789953218234400
2010-08-01 35.732661328687100
2010-09-01 35.670297750278394
2010-10-01 36.404903064452206
2010-11-01 36.115329017765500
2010-12-01 36.179899659828800
2011-01-01 36.185458416549395
2011-02-01 36.091662043802400
2011-03-01 35.954558222837100
2011-04-01 35.985470006186496
2011-05-01 36.183042877518794
2011-06-01 36.032729597862100
2011-07-01 36.143867570038100
2011-08-01 36.084270090724395
2011-09-01 35.941942790745200
2011-10-01 36.190166431193300
2011-11-01 36.077720607313710
2011-12-01 36.030092796413000
2012-01-01 36.162934050247500
2012-02-01 36.167580887014200
2012-03-01 36.196206213164295
2012-04-01 36.305202002694800
2012-05-01 36.621527919502505
2012-06-01 36.775538990999200
2012-07-01 36.621315518389100
2012-08-01 36.657407486644104
2012-09-01 36.717777993251794
2012-10-01 36.463720491519300
2012-11-01 36.049506213743600
2012-12-01 35.987918965189500
2013-01-01 36.954583057988100
2013-02-01 36.624879055015995
2013-03-01 36.891621626539100
2013-04-01 37.069782833745705
2013-05-01 37.166054425316000
2013-06-01 37.461671321609600
2013-07-01 37.547107219441294
2013-08-01 37.664494326929300
2013-09-01 37.695003660355400
2013-10-01 37.643320399455400
2013-11-01 37.672015352426000
2013-12-01 37.924149105788295
2014-01-01 37.978637241496210
2014-02-01 37.944753683415400
2014-03-01 37.963458417505706
2014-04-01 37.880959414194900
2014-05-01 38.247941123005900
2014-06-01 38.601463818321100
2014-07-01 38.406023179708800
2014-08-01 38.403489190604100
2014-09-01 38.581820016487995
2014-10-01 38.713214862939700
2014-11-01 38.861097981033105
2014-12-01 38.802393926923200
2015-01-01 39.215572925174800
2015-02-01 39.034137632955996
2015-03-01 39.225522363476100
2015-04-01 39.077525834589710
2015-05-01 38.960131941584500
2015-06-01 39.079338063180900
2015-07-01 38.996674447044400
2015-08-01 39.183523018486600
2015-09-01 39.091974998872790
2015-10-01 39.174975825486500
2015-11-01 38.976306506235204
2015-12-01 39.130856387954900
2016-01-01 39.143481615118496
2016-02-01 39.917471246769790
2016-03-01 39.198575218470700
2016-04-01 39.766779998959100
2016-05-01 40.007142426312400
2016-06-01 39.862502580633700
2016-07-01 40.118874532167794
2016-08-01 40.487669168038000
2016-09-01 40.233080392349210
2016-10-01 40.217679615768795
2016-11-01 40.360236779460200
2016-12-01 40.214482837534000
2017-01-01 40.247574945481404
2017-02-01 40.577270146014904
2017-03-01 40.387644821667100
2017-04-01 40.793322158167400
2017-05-01 40.663522518229605
2017-06-01 40.754499587750800
2017-07-01 41.156461468773300
2017-08-01 40.799357414753000
2017-09-01 40.973495714249395
2017-10-01 41.072943352201210
2017-11-01 40.907545368603100
2017-12-01 41.107794857405900
2018-01-01 40.921991337223000
2018-02-01 40.716353221454700
2018-03-01 41.091383400384295
2018-04-01 40.924621150113700
2018-05-01 41.156428496276604
2018-06-01 41.331438083456300
2018-07-01 41.364461135135800
2018-08-01 41.610430069953600
2018-09-01 41.750459037580500
2018-10-01 41.627971140235710
2018-11-01 41.878289184048290
2018-12-01 41.928608607932300
2019-01-01 41.349700435992396
2019-02-01 41.524394238846100
2019-03-01 41.669018615590204
2019-04-01 41.797683513555796
2019-05-01 41.747187904839390
2019-06-01 41.804509824891400
2019-07-01 41.450631617637600
2019-08-01 41.524932024935600
2019-09-01 41.528339100890400
2019-10-01 41.714247057735210
2019-11-01 41.747684542126100
2019-12-01 42.400987941658500
2020-01-01 42.765957636064400
2020-02-01 42.124955868541100
2020-03-01 41.932485865285000
2020-04-01 30.154575541975003
2020-05-01 32.523867409582100
2020-06-01 35.133087323706796
2020-07-01 35.617908529129200
2020-08-01 36.235235954808800
2020-09-01 36.845217931152700
2020-10-01 37.519808953103600
2020-11-01 37.678939575642204
2020-12-01 37.903539376107396
2021-01-01 38.377058634384600
2021-02-01 38.787217150534296
2021-03-01 39.167549586117296
2021-04-01 39.821845645294204
2021-05-01 40.059589603030710
2021-06-01 40.657578376614900
2021-07-01 41.476331068881000
2021-08-01 41.648001577288300
2021-09-01 41.655120874608200
2021-10-01 42.243523683137600
2021-11-01 42.339754763936206
2021-12-01 42.416767135715105
2022-01-01 42.906760294905894
2022-02-01 43.067815380002900
2022-03-01 43.209399579724900
2022-04-01 43.074935529767800
2022-05-01 43.063343630391400
2022-06-01 42.752802019813400
2022-07-01 43.204492832265394
2022-08-01 43.143956269966900
2022-09-01 43.578382999460295
2022-10-01 43.372249731016800
2022-11-01 43.762506301418505
2022-12-01 44.022409958476400
2023-01-01 43.440948810918210
2023-02-01 43.467889792236100
2023-03-01 43.534340032098505
2023-04-01 43.753068999881705
2023-05-01 43.743506649650400
2023-06-01 43.844240369083100
2023-07-01 43.537462601768596
2023-08-01 43.627611899264096
2023-09-01 43.453713395386710
2023-10-01 43.508112372461795
2023-11-01 43.583567276141200
2023-12-01 43.804811486954100
2024-01-01 44.502918359346500
2024-02-01 44.125800862522205
2024-03-01 43.988159841407900
2024-04-01 43.431841684121400
2024-05-01 43.809136742801600
2024-06-01 43.718228259779100
2024-07-01 43.666624557642900
2024-08-01 43.573686140957700
2024-09-01 43.610033298067400
2024-10-01 43.936780050707796
2024-11-01 43.819171733531704

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