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

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

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 2024-05-01
Last Updated 2024-06-26 6:38 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 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 23.404930197761000
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 27.422449319758200
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 28.574266495097200
1996-11-01 28.747731945089900
1996-12-01 28.887193986815000
1997-01-01 29.106754198703900
1997-02-01 29.018746869113700
1997-03-01 29.062039039197604
1997-04-01 28.836627485695600
1997-05-01 28.949782566331397
1997-06-01 29.107089756135803
1997-07-01 29.305567809929300
1997-08-01 29.530723738678798
1997-09-01 29.608649040421000
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 29.179633681618100
1998-09-01 29.448652793900600
1998-10-01 29.507976194562396
1998-11-01 29.600929637951000
1998-12-01 29.657756892769104
1999-01-01 29.634248506522700
1999-02-01 29.881539909423700
1999-03-01 30.017327815020600
1999-04-01 30.290119780822100
1999-05-01 30.305496323491997
1999-06-01 30.518417882504000
1999-07-01 31.110222294518800
1999-08-01 30.823810269738400
1999-09-01 30.780186516302100
1999-10-01 31.514776102643500
1999-11-01 31.509622762241996
1999-12-01 31.297426834959100
2000-01-01 31.330453424128297
2000-02-01 31.056165620688300
2000-03-01 31.796574471589900
2000-04-01 32.630489201594300
2000-05-01 33.035326592901300
2000-06-01 33.064140784859800
2000-07-01 33.056622498235605
2000-08-01 32.830178977766500
2000-09-01 32.804133485250000
2000-10-01 33.056160716076700
2000-11-01 32.717069369731400
2000-12-01 33.158026091826800
2001-01-01 32.777787525399106
2001-02-01 32.912552577734900
2001-03-01 32.954040811329900
2001-04-01 32.562279412854300
2001-05-01 32.646864073828400
2001-06-01 32.728753588722000
2001-07-01 32.961292786562200
2001-08-01 33.341486127181895
2001-09-01 33.132242178598900
2001-10-01 32.620332490053900
2001-11-01 32.748006498551504
2001-12-01 32.814036285945500
2002-01-01 33.357952096195696
2002-02-01 32.843448961129900
2002-03-01 32.753975814052200
2002-04-01 33.013056038595300
2002-05-01 33.091471001348400
2002-06-01 33.040086630905400
2002-07-01 33.197419310450900
2002-08-01 33.432753280028500
2002-09-01 33.533742906574396
2002-10-01 33.589596075527200
2002-11-01 33.762393765195000
2002-12-01 33.715804721315610
2003-01-01 33.731105058383996
2003-02-01 33.379306294482900
2003-03-01 33.541995130597700
2003-04-01 33.228556665223300
2003-05-01 33.204848798108100
2003-06-01 33.336881346545404
2003-07-01 33.579604143142100
2003-08-01 33.865870696853100
2003-09-01 33.643579640276400
2003-10-01 33.826672635375000
2003-11-01 34.058905209597604
2003-12-01 34.127888147869600
2004-01-01 34.729723612385500
2004-02-01 34.627135994572500
2004-03-01 34.605613911158100
2004-04-01 34.723677985816600
2004-05-01 34.937353440374196
2004-06-01 35.037822651078300
2004-07-01 34.749971074944000
2004-08-01 34.695259599612800
2004-09-01 34.361292777022300
2004-10-01 35.233221668306800
2004-11-01 35.228307980906700
2004-12-01 35.561603884182404
2005-01-01 35.889188298018105
2005-02-01 35.988403504755600
2005-03-01 35.899407880267300
2005-04-01 36.673469517207400
2005-05-01 36.149185963318600
2005-06-01 36.210624162046500
2005-07-01 36.521063301280900
2005-08-01 36.850296448635000
2005-09-01 36.983346513611600
2005-10-01 36.923170760803300
2005-11-01 36.989129679654700
2005-12-01 36.958632737578100
2006-01-01 36.686575536061300
2006-02-01 36.945364221389300
2006-03-01 37.322688953509300
2006-04-01 37.341708293242000
2006-05-01 37.588942635753895
2006-06-01 37.602371415047400
2006-07-01 37.562432569070000
2006-08-01 37.356192208403400
2006-09-01 37.459308126011900
2006-10-01 37.634787315733000
2006-11-01 37.645304769881300
2006-12-01 37.638420267042000
2007-01-01 37.807510502968200
2007-02-01 37.912865004018400
2007-03-01 38.204195248500600
2007-04-01 38.113544559997700
2007-05-01 38.128551040605200
2007-06-01 38.778970844802100
2007-07-01 38.384370344442104
2007-08-01 38.343379893869100
2007-09-01 38.142634680304496
2007-10-01 38.639301967827700
2007-11-01 38.590361411133200
2007-12-01 38.594388087106790
2008-01-01 38.717903537400600
2008-02-01 38.593358826868700
2008-03-01 38.645701026923900
2008-04-01 38.634386469901200
2008-05-01 38.169703157496900
2008-06-01 37.738390026691704
2008-07-01 37.665695803268400
2008-08-01 37.680979379947400
2008-09-01 37.527364342622400
2008-10-01 37.230899681953000
2008-11-01 37.361890117775104
2008-12-01 37.067415336817604
2009-01-01 36.514774633505700
2009-02-01 36.697218640688895
2009-03-01 36.440974078114710
2009-04-01 36.275978634712295
2009-05-01 36.272588159774500
2009-06-01 36.137509522474000
2009-07-01 36.237899884824710
2009-08-01 36.315947352554396
2009-09-01 36.309298542868400
2009-10-01 35.915020724573200
2009-11-01 35.962707224076300
2009-12-01 36.056916540389100
2010-01-01 36.602334695351296
2010-02-01 36.128771476423600
2010-03-01 35.460289577524290
2010-04-01 35.938088096944206
2010-05-01 35.543133342782600
2010-06-01 35.701487688312504
2010-07-01 35.789953763673296
2010-08-01 35.732661571277300
2010-09-01 35.670297738536700
2010-10-01 36.404902870971700
2010-11-01 36.115327067925700
2010-12-01 36.179898920223200
2011-01-01 36.185459195836900
2011-02-01 36.091662089105505
2011-03-01 35.954558360583704
2011-04-01 35.985468114973700
2011-05-01 36.183043941483895
2011-06-01 36.032736594428290
2011-07-01 36.143866952825000
2011-08-01 36.084268189659500
2011-09-01 35.941939760878000
2011-10-01 36.190163050721900
2011-11-01 36.077715696625496
2011-12-01 36.030091959569400
2012-01-01 36.162939228060004
2012-02-01 36.167587247600100
2012-03-01 36.196212634563400
2012-04-01 36.305200895667100
2012-05-01 36.621527169605706
2012-06-01 36.775547035413794
2012-07-01 36.621306969871604
2012-08-01 36.657397938081296
2012-09-01 36.717769164030400
2012-10-01 36.463714299950300
2012-11-01 36.049500939544295
2012-12-01 35.987918890517800
2013-01-01 36.954591571456600
2013-02-01 36.624913746705900
2013-03-01 36.891641310122104
2013-04-01 37.069775210470500
2013-05-01 37.166041969640204
2013-06-01 37.461670341076200
2013-07-01 37.547085696840604
2013-08-01 37.664474911592100
2013-09-01 37.695000340477000
2013-10-01 37.643322767913205
2013-11-01 37.672012668089100
2013-12-01 37.924139013370294
2014-01-01 37.978635093440900
2014-02-01 37.944807547705004
2014-03-01 37.963489985741100
2014-04-01 37.880970035089400
2014-05-01 38.247970406250400
2014-06-01 38.601526621859000
2014-07-01 38.405706189704700
2014-08-01 38.403554340164796
2014-09-01 38.581898136851390
2014-10-01 38.713265772517296
2014-11-01 38.861105989317600
2014-12-01 38.802368692788704
2015-01-01 39.215552992906105
2015-02-01 39.034013563704100
2015-03-01 39.225602066006000
2015-04-01 39.077605609430600
2015-05-01 38.960249752633000
2015-06-01 39.079490149124105
2015-07-01 38.996082060537500
2015-08-01 39.183689305986000
2015-09-01 39.092144487406100
2015-10-01 39.175109819196400
2015-11-01 38.976394604742396
2015-12-01 39.130921423186200
2016-01-01 39.142764775983500
2016-02-01 39.917291286695600
2016-03-01 39.198831656834400
2016-04-01 39.767045739328600
2016-05-01 40.007430311021295
2016-06-01 39.862798192247100
2016-07-01 40.118043697238896
2016-08-01 40.487971007992200
2016-09-01 40.233384279720100
2016-10-01 40.217932765551204
2016-11-01 40.360371731238600
2016-12-01 40.214469337717700
2017-01-01 40.245861985004900
2017-02-01 40.576708615050100
2017-03-01 40.387785998401300
2017-04-01 40.793979360706100
2017-05-01 40.665189130162600
2017-06-01 40.754747601770300
2017-07-01 41.155656233049896
2017-08-01 40.799690461103104
2017-09-01 40.973780331306294
2017-10-01 41.073360109038795
2017-11-01 40.907475250767604
2017-12-01 41.107357366650895
2018-01-01 40.918884787704800
2018-02-01 40.715266274435294
2018-03-01 41.091301272712800
2018-04-01 40.925941523798600
2018-05-01 41.160105948298100
2018-06-01 41.332458959846000
2018-07-01 41.363510488330400
2018-08-01 41.611165963204900
2018-09-01 41.750629562066500
2018-10-01 41.628049452144104
2018-11-01 41.877340620550896
2018-12-01 41.926822321908700
2019-01-01 41.345071003382500
2019-02-01 41.522337314930205
2019-03-01 41.668440646866500
2019-04-01 41.798993473393500
2019-05-01 41.751355617319900
2019-06-01 41.819475001046000
2019-07-01 41.446785820738604
2019-08-01 41.522885751551400
2019-09-01 41.525617493934000
2019-10-01 41.711822626604295
2019-11-01 41.744109588718900
2019-12-01 42.397733723447200
2020-01-01 42.759699503740000
2020-02-01 42.122957962442800
2020-03-01 41.933523122734300
2020-04-01 30.158460648432197
2020-05-01 32.530092036684500
2020-06-01 35.163922999799400
2020-07-01 35.610931356468000
2020-08-01 36.228354574836200
2020-09-01 36.836814082604604
2020-10-01 37.512280953322700
2020-11-01 37.670922941573000
2020-12-01 37.897012481508000
2021-01-01 38.369073847716100
2021-02-01 38.785021046712600
2021-03-01 39.168864915581395
2021-04-01 39.830650759295395
2021-05-01 40.085880356416100
2021-06-01 40.716028865166700
2021-07-01 41.461628091289100
2021-08-01 41.614767537681600
2021-09-01 41.620549794961000
2021-10-01 42.241671680037996
2021-11-01 42.330661176914300
2021-12-01 42.411260953164800
2022-01-01 42.902169956416100
2022-02-01 43.070453550286000
2022-03-01 43.214594370794494
2022-04-01 43.089680917496610
2022-05-01 43.109158133376800
2022-06-01 42.832576092682600
2022-07-01 43.181107227469205
2022-08-01 43.082015286430995
2022-09-01 43.514880308281300
2022-10-01 43.374589915017300
2022-11-01 43.744513251602896
2022-12-01 44.021176671672790
2023-01-01 43.443406697417500
2023-02-01 43.478490367688710
2023-03-01 43.544948574716300
2023-04-01 43.774124657901794
2023-05-01 43.811571304909805
2023-06-01 43.952292706472400
2023-07-01 43.499620943258400
2023-08-01 43.528403879660500
2023-09-01 43.358090845664210
2023-10-01 43.515636120082000
2023-11-01 43.557399174034900
2023-12-01 43.812108200185390
2024-01-01 44.514922181427900
2024-02-01 44.146524080614010
2024-03-01 44.006861479045800
2024-04-01 43.459030047832606
2024-05-01 43.687875735043704

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