Table Data - All Employees: Professional and Business Services: Employment Services in Arizona
| Title | All Employees: Professional and Business Services: Employment Services in Arizona |
|---|---|
| Series ID | SMU04000006056130001SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 10:43 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 | 27.9665289301696 |
| 1990-02-01 | 27.8137710377279 |
| 1990-03-01 | 27.1909224229847 |
| 1990-04-01 | 26.2856586922942 |
| 1990-05-01 | 25.8374900594837 |
| 1990-06-01 | 26.0749830123931 |
| 1990-07-01 | 28.5046704273537 |
| 1990-08-01 | 27.8711789756842 |
| 1990-09-01 | 28.1167551521719 |
| 1990-10-01 | 28.2371397673557 |
| 1990-11-01 | 27.9581900482898 |
| 1990-12-01 | 27.0991219922658 |
| 1991-01-01 | 27.3493539520695 |
| 1991-02-01 | 27.0641425154948 |
| 1991-03-01 | 26.7093296565394 |
| 1991-04-01 | 27.2643165451338 |
| 1991-05-01 | 27.1676605605979 |
| 1991-06-01 | 26.8968661960877 |
| 1991-07-01 | 26.4260875302023 |
| 1991-08-01 | 27.4471030601523 |
| 1991-09-01 | 27.1081384407138 |
| 1991-10-01 | 26.3699905104762 |
| 1991-11-01 | 26.2328007416150 |
| 1991-12-01 | 25.5722432269578 |
| 1992-01-01 | 28.0998263796049 |
| 1992-02-01 | 28.3666680840462 |
| 1992-03-01 | 28.7260876725436 |
| 1992-04-01 | 29.3415758969574 |
| 1992-05-01 | 30.3498130457564 |
| 1992-06-01 | 30.8341379159348 |
| 1992-07-01 | 31.9951241024786 |
| 1992-08-01 | 32.1101842159617 |
| 1992-09-01 | 32.4740829282948 |
| 1992-10-01 | 33.0759630139961 |
| 1992-11-01 | 33.4407929369975 |
| 1992-12-01 | 33.3611929843870 |
| 1993-01-01 | 31.5688049702371 |
| 1993-02-01 | 32.3254302172356 |
| 1993-03-01 | 32.6830713712092 |
| 1993-04-01 | 33.0684879017146 |
| 1993-05-01 | 33.4262535527638 |
| 1993-06-01 | 33.9206200621940 |
| 1993-07-01 | 33.4524971429888 |
| 1993-08-01 | 33.5749315491999 |
| 1993-09-01 | 34.1198522455908 |
| 1993-10-01 | 34.5187178793762 |
| 1993-11-01 | 35.2080939396061 |
| 1993-12-01 | 36.6561343704671 |
| 1994-01-01 | 37.7829099963889 |
| 1994-02-01 | 38.7333312683073 |
| 1994-03-01 | 39.1367213194418 |
| 1994-04-01 | 41.3294034082983 |
| 1994-05-01 | 40.8154742110827 |
| 1994-06-01 | 41.3836436364656 |
| 1994-07-01 | 42.9713573530492 |
| 1994-08-01 | 43.5536136773088 |
| 1994-09-01 | 43.9350036630762 |
| 1994-10-01 | 43.9960019622977 |
| 1994-11-01 | 45.7426450274407 |
| 1994-12-01 | 46.6787044973496 |
| 1995-01-01 | 49.2405559988352 |
| 1995-02-01 | 50.5016930594662 |
| 1995-03-01 | 50.8803182680653 |
| 1995-04-01 | 50.4647945622325 |
| 1995-05-01 | 50.5825520776620 |
| 1995-06-01 | 51.3309287669066 |
| 1995-07-01 | 51.7363848035132 |
| 1995-08-01 | 52.3382041525760 |
| 1995-09-01 | 53.2904203289745 |
| 1995-10-01 | 55.5686533758038 |
| 1995-11-01 | 56.5769469773328 |
| 1995-12-01 | 57.7194843024579 |
| 1996-01-01 | 65.2826985228777 |
| 1996-02-01 | 65.5569502341193 |
| 1996-03-01 | 65.9328099484359 |
| 1996-04-01 | 64.5566426282683 |
| 1996-05-01 | 66.5418797536586 |
| 1996-06-01 | 67.6224517718073 |
| 1996-07-01 | 68.1785493785241 |
| 1996-08-01 | 68.2928750131275 |
| 1996-09-01 | 69.3567475992306 |
| 1996-10-01 | 70.0246926703364 |
| 1996-11-01 | 71.1631759841341 |
| 1996-12-01 | 71.4347345568091 |
| 1997-01-01 | 72.0540334143730 |
| 1997-02-01 | 73.6283899572334 |
| 1997-03-01 | 73.3379452182201 |
| 1997-04-01 | 76.8132277326886 |
| 1997-05-01 | 78.3685490931866 |
| 1997-06-01 | 79.1252195540402 |
| 1997-07-01 | 80.2203515581136 |
| 1997-08-01 | 82.0309804280877 |
| 1997-09-01 | 82.8763849035225 |
| 1997-10-01 | 83.8925541418598 |
| 1997-11-01 | 84.0919827940309 |
| 1997-12-01 | 85.9172407977772 |
| 1998-01-01 | 82.3461014261699 |
| 1998-02-01 | 82.9420704374729 |
| 1998-03-01 | 84.3526312450611 |
| 1998-04-01 | 84.2160593776474 |
| 1998-05-01 | 85.3582129366748 |
| 1998-06-01 | 86.4440084938607 |
| 1998-07-01 | 86.7788761499969 |
| 1998-08-01 | 87.9444332701496 |
| 1998-09-01 | 88.0943078395820 |
| 1998-10-01 | 89.3379586467397 |
| 1998-11-01 | 90.8060289742860 |
| 1998-12-01 | 92.1588254686094 |
| 1999-01-01 | 92.7754065740233 |
| 1999-02-01 | 95.4098161119879 |
| 1999-03-01 | 96.0345314150588 |
| 1999-04-01 | 97.9932121625304 |
| 1999-05-01 | 98.7511225989805 |
| 1999-06-01 | 99.7319078167436 |
| 1999-07-01 | 101.9316816577720 |
| 1999-08-01 | 102.9280175031420 |
| 1999-09-01 | 104.2115643223070 |
| 1999-10-01 | 103.3912017640190 |
| 1999-11-01 | 104.4345741621050 |
| 1999-12-01 | 105.3426300556430 |
| 2000-01-01 | 106.3887241830190 |
| 2000-02-01 | 106.5256865671490 |
| 2000-03-01 | 107.9140025805480 |
| 2000-04-01 | 107.2901534888720 |
| 2000-05-01 | 110.7162008899310 |
| 2000-06-01 | 107.9785409922350 |
| 2000-07-01 | 106.1056263815420 |
| 2000-08-01 | 107.2537943477750 |
| 2000-09-01 | 107.3250499121450 |
| 2000-10-01 | 107.2756304417620 |
| 2000-11-01 | 106.8615536383490 |
| 2000-12-01 | 106.7658901371630 |
| 2001-01-01 | 105.5351890128100 |
| 2001-02-01 | 104.8561716792720 |
| 2001-03-01 | 105.0308865099510 |
| 2001-04-01 | 101.8449873939470 |
| 2001-05-01 | 100.0410160672470 |
| 2001-06-01 | 99.2135309677822 |
| 2001-07-01 | 97.2736059301957 |
| 2001-08-01 | 96.2316278421879 |
| 2001-09-01 | 96.1128938216694 |
| 2001-10-01 | 94.4309923648218 |
| 2001-11-01 | 92.3459245764895 |
| 2001-12-01 | 91.9507540934061 |
| 2002-01-01 | 93.9009910935690 |
| 2002-02-01 | 93.7696441723838 |
| 2002-03-01 | 94.7262877454607 |
| 2002-04-01 | 95.5577266610653 |
| 2002-05-01 | 95.4919550506024 |
| 2002-06-01 | 94.9679040483321 |
| 2002-07-01 | 94.7060082444738 |
| 2002-08-01 | 95.0324105297156 |
| 2002-09-01 | 93.6763860444006 |
| 2002-10-01 | 93.5869115481355 |
| 2002-11-01 | 94.7986638282946 |
| 2002-12-01 | 94.2419353777809 |
| 2003-01-01 | 95.8802121411031 |
| 2003-02-01 | 96.7272428587699 |
| 2003-03-01 | 97.2822193561007 |
| 2003-04-01 | 97.3846921070954 |
| 2003-05-01 | 98.6818830665720 |
| 2003-06-01 | 98.3558273584665 |
| 2003-07-01 | 99.1696541903748 |
| 2003-08-01 | 99.1217110869698 |
| 2003-09-01 | 100.6758793943940 |
| 2003-10-01 | 102.0646252750420 |
| 2003-11-01 | 100.8600331577630 |
| 2003-12-01 | 101.9994158665050 |
| 2004-01-01 | 102.3978367839470 |
| 2004-02-01 | 101.0864016022090 |
| 2004-03-01 | 101.1926526315680 |
| 2004-04-01 | 104.3163620679810 |
| 2004-05-01 | 105.4361089448630 |
| 2004-06-01 | 107.5291828339650 |
| 2004-07-01 | 109.8658379816050 |
| 2004-08-01 | 108.9291170176520 |
| 2004-09-01 | 110.0783905650090 |
| 2004-10-01 | 112.8977904584950 |
| 2004-11-01 | 113.3318524027650 |
| 2004-12-01 | 114.9015590886010 |
| 2005-01-01 | 114.5407872718370 |
| 2005-02-01 | 115.2583093707980 |
| 2005-03-01 | 115.9978633733770 |
| 2005-04-01 | 119.1958627297870 |
| 2005-05-01 | 119.1204604097850 |
| 2005-06-01 | 119.8978187324110 |
| 2005-07-01 | 122.1602024463630 |
| 2005-08-01 | 122.6941632100980 |
| 2005-09-01 | 124.1309637272370 |
| 2005-10-01 | 120.7827877286990 |
| 2005-11-01 | 121.6459948070000 |
| 2005-12-01 | 121.3438023239500 |
| 2006-01-01 | 121.7993376135660 |
| 2006-02-01 | 123.9681667229710 |
| 2006-03-01 | 123.9319017486820 |
| 2006-04-01 | 123.7260777227040 |
| 2006-05-01 | 125.0757066695030 |
| 2006-06-01 | 125.9722456942240 |
| 2006-07-01 | 124.9285452155630 |
| 2006-08-01 | 125.0944973671460 |
| 2006-09-01 | 126.2217682699280 |
| 2006-10-01 | 124.0268473924860 |
| 2006-11-01 | 123.6526561152280 |
| 2006-12-01 | 122.9244131972470 |
| 2007-01-01 | 121.5172987333960 |
| 2007-02-01 | 121.0981781981030 |
| 2007-03-01 | 121.8765850561710 |
| 2007-04-01 | 119.7540644507000 |
| 2007-05-01 | 119.9539439090300 |
| 2007-06-01 | 119.7528678748140 |
| 2007-07-01 | 119.7643476931110 |
| 2007-08-01 | 119.6756911875710 |
| 2007-09-01 | 119.7301051773990 |
| 2007-10-01 | 119.4010855072380 |
| 2007-11-01 | 119.2302433282340 |
| 2007-12-01 | 116.7433753146850 |
| 2008-01-01 | 117.5155063174710 |
| 2008-02-01 | 116.3482739541700 |
| 2008-03-01 | 113.3145017283120 |
| 2008-04-01 | 111.5429762091080 |
| 2008-05-01 | 109.1564764580410 |
| 2008-06-01 | 107.1781722151960 |
| 2008-07-01 | 105.3240993789050 |
| 2008-08-01 | 104.8529558075160 |
| 2008-09-01 | 102.6979779336880 |
| 2008-10-01 | 99.4270659832489 |
| 2008-11-01 | 96.5106613922298 |
| 2008-12-01 | 93.9699006790446 |
| 2009-01-01 | 91.4186359001205 |
| 2009-02-01 | 88.6482448352032 |
| 2009-03-01 | 86.0140117477181 |
| 2009-04-01 | 84.4255892347359 |
| 2009-05-01 | 83.0979598838533 |
| 2009-06-01 | 81.8962459056008 |
| 2009-07-01 | 82.4259909072120 |
| 2009-08-01 | 79.7427337611686 |
| 2009-09-01 | 80.5951421979767 |
| 2009-10-01 | 82.4822934184204 |
| 2009-11-01 | 83.3788013267789 |
| 2009-12-01 | 82.0366395286726 |
| 2010-01-01 | 81.9744230915025 |
| 2010-02-01 | 81.0277572948093 |
| 2010-03-01 | 82.1025857309319 |
| 2010-04-01 | 83.5598234337358 |
| 2010-05-01 | 82.8810612229347 |
| 2010-06-01 | 82.5160164512053 |
| 2010-07-01 | 81.6391003488592 |
| 2010-08-01 | 81.3719585840779 |
| 2010-09-01 | 81.5547916345946 |
| 2010-10-01 | 83.2747706378109 |
| 2010-11-01 | 82.6492247750371 |
| 2010-12-01 | 83.6073586357093 |
| 2011-01-01 | 83.8886117185302 |
| 2011-02-01 | 85.7255942618715 |
| 2011-03-01 | 85.7018788278062 |
| 2011-04-01 | 85.4038039346026 |
| 2011-05-01 | 84.4001983018016 |
| 2011-06-01 | 83.9087611168039 |
| 2011-07-01 | 85.2217226737041 |
| 2011-08-01 | 84.7023120621562 |
| 2011-09-01 | 85.2263935483633 |
| 2011-10-01 | 84.5681363832736 |
| 2011-11-01 | 84.9996406853582 |
| 2011-12-01 | 86.2849708321417 |
| 2012-01-01 | 87.0500353491521 |
| 2012-02-01 | 88.3066289488737 |
| 2012-03-01 | 88.4609475992948 |
| 2012-04-01 | 88.6564175510689 |
| 2012-05-01 | 89.2613643635493 |
| 2012-06-01 | 91.0700652998105 |
| 2012-07-01 | 90.9535685381675 |
| 2012-08-01 | 92.5745100065395 |
| 2012-09-01 | 92.5267952034926 |
| 2012-10-01 | 90.8189031202877 |
| 2012-11-01 | 92.6911305038299 |
| 2012-12-01 | 93.1527539273029 |
| 2013-01-01 | 94.3360388281602 |
| 2013-02-01 | 92.6020419610690 |
| 2013-03-01 | 93.6340455143839 |
| 2013-04-01 | 93.9617423472711 |
| 2013-05-01 | 95.5336586046455 |
| 2013-06-01 | 96.0528263444920 |
| 2013-07-01 | 96.3035996745056 |
| 2013-08-01 | 95.9820116014222 |
| 2013-09-01 | 93.7386303823257 |
| 2013-10-01 | 94.8772820191926 |
| 2013-11-01 | 97.6981489189283 |
| 2013-12-01 | 97.3287557613742 |
| 2014-01-01 | 92.1953824569685 |
| 2014-02-01 | 91.5215274967402 |
| 2014-03-01 | 91.9852335716091 |
| 2014-04-01 | 92.6186675609615 |
| 2014-05-01 | 93.4899337251735 |
| 2014-06-01 | 94.0665343391352 |
| 2014-07-01 | 93.1275520125267 |
| 2014-08-01 | 94.1566748870206 |
| 2014-09-01 | 94.5960722345002 |
| 2014-10-01 | 94.9439229671435 |
| 2014-11-01 | 96.7882893380381 |
| 2014-12-01 | 96.9374409280029 |
| 2015-01-01 | 96.6685043505839 |
| 2015-02-01 | 97.2470201323875 |
| 2015-03-01 | 96.9247833399923 |
| 2015-04-01 | 97.3661330469646 |
| 2015-05-01 | 97.4829708455801 |
| 2015-06-01 | 97.2466209754659 |
| 2015-07-01 | 98.9753676081117 |
| 2015-08-01 | 98.5733021554018 |
| 2015-09-01 | 99.6925145725982 |
| 2015-10-01 | 101.4146539001000 |
| 2015-11-01 | 102.8596230058400 |
| 2015-12-01 | 102.5063107085950 |
| 2016-01-01 | 99.9198951053473 |
| 2016-02-01 | 99.8707652394193 |
| 2016-03-01 | 100.0982066401070 |
| 2016-04-01 | 99.9376946647359 |
| 2016-05-01 | 99.3130658172308 |
| 2016-06-01 | 97.6007682956570 |
| 2016-07-01 | 100.4430274482410 |
| 2016-08-01 | 100.5199372715340 |
| 2016-09-01 | 101.7975930018660 |
| 2016-10-01 | 101.2222239358170 |
| 2016-11-01 | 98.1818003997851 |
| 2016-12-01 | 96.8937098596574 |
| 2017-01-01 | 98.7812600725213 |
| 2017-02-01 | 97.5800204619516 |
| 2017-03-01 | 97.4728067035524 |
| 2017-04-01 | 99.5348208058196 |
| 2017-05-01 | 99.9292837151378 |
| 2017-06-01 | 98.6898180783406 |
| 2017-07-01 | 97.8200367303954 |
| 2017-08-01 | 98.0521696797713 |
| 2017-09-01 | 100.2516075302290 |
| 2017-10-01 | 98.8539833459822 |
| 2017-11-01 | 98.7747434241339 |
| 2017-12-01 | 99.2211308041300 |
| 2018-01-01 | 99.8264339123288 |
| 2018-02-01 | 101.3287105110020 |
| 2018-03-01 | 101.9872926141300 |
| 2018-04-01 | 101.0700620956740 |
| 2018-05-01 | 101.8523856872990 |
| 2018-06-01 | 102.8805039792480 |
| 2018-07-01 | 103.3556368999090 |
| 2018-08-01 | 103.3235797660250 |
| 2018-09-01 | 104.0014707750420 |
| 2018-10-01 | 103.2357449421410 |
| 2018-11-01 | 103.9014949300080 |
| 2018-12-01 | 104.2130103964410 |
| 2019-01-01 | 103.5862513153940 |
| 2019-02-01 | 103.5942135864770 |
| 2019-03-01 | 104.6794674614730 |
| 2019-04-01 | 105.4758487928130 |
| 2019-05-01 | 105.5179467800470 |
| 2019-06-01 | 107.7363310327310 |
| 2019-07-01 | 109.4827699223970 |
| 2019-08-01 | 108.6844422772890 |
| 2019-09-01 | 109.5975959079210 |
| 2019-10-01 | 109.9900909108780 |
| 2019-11-01 | 111.7261301446960 |
| 2019-12-01 | 112.3280348200480 |
| 2020-01-01 | 112.0753188393310 |
| 2020-02-01 | 110.6609577854240 |
| 2020-03-01 | 109.4442815641540 |
| 2020-04-01 | 93.0815888551754 |
| 2020-05-01 | 100.5407407650910 |
| 2020-06-01 | 102.7409075814550 |
| 2020-07-01 | 95.4499068092029 |
| 2020-08-01 | 97.4342711378000 |
| 2020-09-01 | 97.3174637732481 |
| 2020-10-01 | 100.2251074259530 |
| 2020-11-01 | 100.3509075110580 |
| 2020-12-01 | 101.3111401982840 |
| 2021-01-01 | 103.3603455327920 |
| 2021-02-01 | 105.2948880745420 |
| 2021-03-01 | 106.3961176328410 |
| 2021-04-01 | 105.6761019342870 |
| 2021-05-01 | 106.6232611815970 |
| 2021-06-01 | 105.2980468181970 |
| 2021-07-01 | 105.6753502492120 |
| 2021-08-01 | 106.3411234656780 |
| 2021-09-01 | 106.8947465037030 |
| 2021-10-01 | 110.8448736563170 |
| 2021-11-01 | 110.8882989142060 |
| 2021-12-01 | 111.3785414610020 |
| 2022-01-01 | 110.7883470721890 |
| 2022-02-01 | 112.0696043021510 |
| 2022-03-01 | 112.1643340542210 |
| 2022-04-01 | 116.4787367114530 |
| 2022-05-01 | 116.2768492263570 |
| 2022-06-01 | 116.1069693938380 |
| 2022-07-01 | 116.6052873584960 |
| 2022-08-01 | 116.6452610433020 |
| 2022-09-01 | 116.8201575077720 |
| 2022-10-01 | 115.4692480857260 |
| 2022-11-01 | 114.1160722703850 |
| 2022-12-01 | 113.7450993015630 |
| 2023-01-01 | 114.3736127951550 |
| 2023-02-01 | 115.9530397115850 |
| 2023-03-01 | 115.3834284039870 |
| 2023-04-01 | 114.5033720743870 |
| 2023-05-01 | 112.8800016924740 |
| 2023-06-01 | 111.9815769503440 |
| 2023-07-01 | 110.7519818234740 |
| 2023-08-01 | 111.3557949660600 |
| 2023-09-01 | 111.4556882898900 |
| 2023-10-01 | 109.8569660442890 |
| 2023-11-01 | 110.9665254326880 |
| 2023-12-01 | 110.5221963647020 |
| 2024-01-01 | 111.5150404142660 |
| 2024-02-01 | 110.5364361035670 |
| 2024-03-01 | 111.9925950271740 |
| 2024-04-01 | 109.3886463904190 |
| 2024-05-01 | 108.8044848492820 |
| 2024-06-01 | 106.8816874005020 |
| 2024-07-01 | 106.9297349145460 |
| 2024-08-01 | 106.5912042142190 |
| 2024-09-01 | 105.9886767064110 |
| 2024-10-01 | 104.7449240124940 |
| 2024-11-01 | 102.7244088381220 |
| 2024-12-01 | 101.8725281670190 |
| 2025-01-01 | 102.6447517274210 |
| 2025-02-01 | 100.6099157834220 |
| 2025-03-01 | 100.0938590936030 |
| 2025-04-01 | 99.9940843066750 |
| 2025-05-01 | 100.6226068422980 |
| 2025-06-01 | 102.0962811723730 |
| 2025-07-01 | 102.2380914638310 |
| 2025-08-01 | 102.4384322005690 |
| 2025-09-01 | 102.1534760814070 |
| 2025-10-01 | 105.0081858115240 |
| 2025-11-01 | 107.3580989791200 |
| 2025-12-01 | 108.0901679076780 |
| 2026-01-01 | 106.1062341761190 |
| 2026-02-01 | 108.4243228883420 |
| 2026-03-01 | 109.0567784092440 |
| 2026-04-01 | 110.3474926688890 |
| 2026-05-01 | 109.7054637014980 |
| 2026-06-01 | 110.3181210514730 |