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 2024-11-01 |
| Last Updated | 2024-12-21 6:07 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 | 27.938017444965702 |
| 1990-02-01 | 27.803865370830604 |
| 1990-03-01 | 27.183627951236800 |
| 1990-04-01 | 26.280707276564197 |
| 1990-05-01 | 25.832679808926500 |
| 1990-06-01 | 26.070699985055400 |
| 1990-07-01 | 28.501078460629500 |
| 1990-08-01 | 27.919111525036800 |
| 1990-09-01 | 28.147876638123500 |
| 1990-10-01 | 28.232201495807000 |
| 1990-11-01 | 27.951163035553000 |
| 1990-12-01 | 27.096409616055197 |
| 1991-01-01 | 27.318014212732000 |
| 1991-02-01 | 27.054691838688196 |
| 1991-03-01 | 26.702519180431000 |
| 1991-04-01 | 27.260655513360300 |
| 1991-05-01 | 27.163758301285895 |
| 1991-06-01 | 26.892816392976197 |
| 1991-07-01 | 26.423593203427200 |
| 1991-08-01 | 27.492172883347603 |
| 1991-09-01 | 27.140119140530500 |
| 1991-10-01 | 26.359760072060000 |
| 1991-11-01 | 26.232376118476600 |
| 1991-12-01 | 25.573423469457600 |
| 1992-01-01 | 28.058440468379303 |
| 1992-02-01 | 28.354185812743800 |
| 1992-03-01 | 28.729276755504102 |
| 1992-04-01 | 29.336708381788203 |
| 1992-05-01 | 30.345465932019300 |
| 1992-06-01 | 30.829860292893898 |
| 1992-07-01 | 31.993156713618003 |
| 1992-08-01 | 32.152116749580600 |
| 1992-09-01 | 32.501625428705600 |
| 1992-10-01 | 33.062608185467100 |
| 1992-11-01 | 33.453062219987900 |
| 1992-12-01 | 33.380013638807000 |
| 1993-01-01 | 31.508020020172800 |
| 1993-02-01 | 32.303411804758100 |
| 1993-03-01 | 32.694667576785300 |
| 1993-04-01 | 33.061893005892800 |
| 1993-05-01 | 33.420824196990800 |
| 1993-06-01 | 33.917532132356900 |
| 1993-07-01 | 33.454743351411096 |
| 1993-08-01 | 33.609315289135000 |
| 1993-09-01 | 34.141463476832400 |
| 1993-10-01 | 34.506438251841700 |
| 1993-11-01 | 35.236256372788600 |
| 1993-12-01 | 36.692928272290395 |
| 1994-01-01 | 37.701387164738100 |
| 1994-02-01 | 38.700652870237896 |
| 1994-03-01 | 39.157215475129206 |
| 1994-04-01 | 41.318704581715295 |
| 1994-05-01 | 40.808201059912500 |
| 1994-06-01 | 41.381982654802900 |
| 1994-07-01 | 42.976908620705200 |
| 1994-08-01 | 43.580662442632000 |
| 1994-09-01 | 43.949284534893600 |
| 1994-10-01 | 43.992288916402600 |
| 1994-11-01 | 45.782379959549700 |
| 1994-12-01 | 46.731536507695600 |
| 1995-01-01 | 49.148170882530500 |
| 1995-02-01 | 50.454750528159400 |
| 1995-03-01 | 50.900741054772396 |
| 1995-04-01 | 50.452704291828700 |
| 1995-05-01 | 50.575059736533000 |
| 1995-06-01 | 51.331517431506100 |
| 1995-07-01 | 51.746134201380210 |
| 1995-08-01 | 52.358009136233210 |
| 1995-09-01 | 53.301954084593800 |
| 1995-10-01 | 55.570699058105200 |
| 1995-11-01 | 56.622065992066204 |
| 1995-12-01 | 57.775026468852396 |
| 1996-01-01 | 65.193011191159600 |
| 1996-02-01 | 65.501343616017800 |
| 1996-03-01 | 65.954215358757200 |
| 1996-04-01 | 64.542724619819410 |
| 1996-05-01 | 66.534449883722800 |
| 1996-06-01 | 67.624076200894790 |
| 1996-07-01 | 68.188250390143100 |
| 1996-08-01 | 68.310228690245890 |
| 1996-09-01 | 69.364457173059110 |
| 1996-10-01 | 70.033904737820900 |
| 1996-11-01 | 71.204248239495600 |
| 1996-12-01 | 71.488755988254700 |
| 1997-01-01 | 71.975852246758590 |
| 1997-02-01 | 73.570515547806990 |
| 1997-03-01 | 73.351570969749910 |
| 1997-04-01 | 76.802514126578500 |
| 1997-05-01 | 78.363667846534700 |
| 1997-06-01 | 79.128768004247200 |
| 1997-07-01 | 80.230221732764100 |
| 1997-08-01 | 82.044569651262300 |
| 1997-09-01 | 82.883196751403500 |
| 1997-10-01 | 83.904651327976800 |
| 1997-11-01 | 84.121352391997500 |
| 1997-12-01 | 85.954778059630800 |
| 1998-01-01 | 82.290706435607920 |
| 1998-02-01 | 82.894837136616300 |
| 1998-03-01 | 84.359385551549600 |
| 1998-04-01 | 84.208742618905000 |
| 1998-05-01 | 85.356181234054790 |
| 1998-06-01 | 86.448589848492200 |
| 1998-07-01 | 86.787339456160610 |
| 1998-08-01 | 87.953229717426800 |
| 1998-09-01 | 88.099175924126800 |
| 1998-10-01 | 89.351105129385420 |
| 1998-11-01 | 90.821780286813690 |
| 1998-12-01 | 92.179156047245000 |
| 1999-01-01 | 92.744062818934810 |
| 1999-02-01 | 95.375914086293900 |
| 1999-03-01 | 96.034273939932400 |
| 1999-04-01 | 97.991339034639800 |
| 1999-05-01 | 98.752183485883200 |
| 1999-06-01 | 99.736495858055800 |
| 1999-07-01 | 101.938176217270000 |
| 1999-08-01 | 102.933041652977010 |
| 1999-09-01 | 104.216797571037000 |
| 1999-10-01 | 103.397325733117010 |
| 1999-11-01 | 104.440585890181990 |
| 1999-12-01 | 105.347238275214990 |
| 2000-01-01 | 106.376472679234010 |
| 2000-02-01 | 106.506907803418000 |
| 2000-03-01 | 107.914407149050000 |
| 2000-04-01 | 107.289942270067000 |
| 2000-05-01 | 110.717806973512000 |
| 2000-06-01 | 107.981655208373000 |
| 2000-07-01 | 106.109562359613990 |
| 2000-08-01 | 107.256289502943000 |
| 2000-09-01 | 107.327035150654000 |
| 2000-10-01 | 107.277640596280990 |
| 2000-11-01 | 106.863694559837000 |
| 2000-12-01 | 106.767613866300000 |
| 2001-01-01 | 105.529084888671000 |
| 2001-02-01 | 104.847581769977000 |
| 2001-03-01 | 105.030875065899000 |
| 2001-04-01 | 101.845954248491990 |
| 2001-05-01 | 100.042316876397000 |
| 2001-06-01 | 99.215472258270600 |
| 2001-07-01 | 97.275887120829700 |
| 2001-08-01 | 96.232446480153910 |
| 2001-09-01 | 96.113181235496710 |
| 2001-10-01 | 94.431218599906290 |
| 2001-11-01 | 92.346176463341410 |
| 2001-12-01 | 91.950081131312900 |
| 2002-01-01 | 93.899499452129700 |
| 2002-02-01 | 93.768214310348090 |
| 2002-03-01 | 94.725469816058500 |
| 2002-04-01 | 95.558040152652100 |
| 2002-05-01 | 95.492577730253600 |
| 2002-06-01 | 94.968683607992000 |
| 2002-07-01 | 94.706849185532590 |
| 2002-08-01 | 95.032544586990800 |
| 2002-09-01 | 93.676322569313700 |
| 2002-10-01 | 93.586780655699200 |
| 2002-11-01 | 94.798904112111800 |
| 2002-12-01 | 94.241862474091200 |
| 2003-01-01 | 95.879787792199410 |
| 2003-02-01 | 96.726833354040300 |
| 2003-03-01 | 97.281886720157420 |
| 2003-04-01 | 97.384742377965410 |
| 2003-05-01 | 98.681969831496700 |
| 2003-06-01 | 98.356039073804710 |
| 2003-07-01 | 99.169996343285600 |
| 2003-08-01 | 99.121721644605000 |
| 2003-09-01 | 100.675803451723000 |
| 2003-10-01 | 102.064509001108000 |
| 2003-11-01 | 100.860212748448000 |
| 2003-12-01 | 101.999497663819010 |
| 2004-01-01 | 102.397785165986010 |
| 2004-02-01 | 101.086345652806000 |
| 2004-03-01 | 101.192506013162000 |
| 2004-04-01 | 104.316310105209010 |
| 2004-05-01 | 105.436084841924000 |
| 2004-06-01 | 107.529187469013010 |
| 2004-07-01 | 109.865882522437000 |
| 2004-08-01 | 108.929135799541000 |
| 2004-09-01 | 110.078395246835000 |
| 2004-10-01 | 112.897781271974000 |
| 2004-11-01 | 113.331979560406000 |
| 2004-12-01 | 114.901622900636000 |
| 2005-01-01 | 114.540766480956990 |
| 2005-02-01 | 115.258259224166000 |
| 2005-03-01 | 115.997765446564000 |
| 2005-04-01 | 119.195828810636000 |
| 2005-05-01 | 119.120454735459000 |
| 2005-06-01 | 119.897831179243000 |
| 2005-07-01 | 122.160241894555000 |
| 2005-08-01 | 122.694172409753000 |
| 2005-09-01 | 124.130969999543000 |
| 2005-10-01 | 120.782802370665000 |
| 2005-11-01 | 121.646006614994000 |
| 2005-12-01 | 121.343808178487000 |
| 2006-01-01 | 121.799342777569010 |
| 2006-02-01 | 123.968148401518010 |
| 2006-03-01 | 123.931843227931990 |
| 2006-04-01 | 123.726072651702000 |
| 2006-05-01 | 125.075725370403000 |
| 2006-06-01 | 125.972269884452980 |
| 2006-07-01 | 124.928582612843000 |
| 2006-08-01 | 125.094502489347000 |
| 2006-09-01 | 126.221756624193990 |
| 2006-10-01 | 124.026865082189000 |
| 2006-11-01 | 123.652574865146010 |
| 2006-12-01 | 122.924411594741000 |
| 2007-01-01 | 121.517302831851990 |
| 2007-02-01 | 121.098172520471990 |
| 2007-03-01 | 121.876556446498000 |
| 2007-04-01 | 119.754132072141000 |
| 2007-05-01 | 119.953966255828990 |
| 2007-06-01 | 119.752895394668000 |
| 2007-07-01 | 119.764380045569000 |
| 2007-08-01 | 119.675686926961000 |
| 2007-09-01 | 119.730061615623000 |
| 2007-10-01 | 119.401097196381000 |
| 2007-11-01 | 119.230075752493000 |
| 2007-12-01 | 116.743384598922000 |
| 2008-01-01 | 117.515526541294990 |
| 2008-02-01 | 116.348293890111010 |
| 2008-03-01 | 113.314510614864000 |
| 2008-04-01 | 111.543121686010000 |
| 2008-05-01 | 109.156507928366000 |
| 2008-06-01 | 107.178203448111000 |
| 2008-07-01 | 105.324106525442000 |
| 2008-08-01 | 104.852907263106000 |
| 2008-09-01 | 102.697859063137000 |
| 2008-10-01 | 99.427034944156800 |
| 2008-11-01 | 96.510401245615000 |
| 2008-12-01 | 93.969952976138400 |
| 2009-01-01 | 91.418729998021090 |
| 2009-02-01 | 88.648341737383000 |
| 2009-03-01 | 86.014090150622900 |
| 2009-04-01 | 84.425836636861090 |
| 2009-05-01 | 83.098005482050410 |
| 2009-06-01 | 81.896278580634800 |
| 2009-07-01 | 82.425932222845000 |
| 2009-08-01 | 79.742563420590100 |
| 2009-09-01 | 80.594884923743900 |
| 2009-10-01 | 82.482155132072400 |
| 2009-11-01 | 83.378415833296300 |
| 2009-12-01 | 82.036603108054800 |
| 2010-01-01 | 81.975046137317800 |
| 2010-02-01 | 81.027870880685410 |
| 2010-03-01 | 82.102736936053700 |
| 2010-04-01 | 83.560166043591790 |
| 2010-05-01 | 82.881144683205590 |
| 2010-06-01 | 82.516049819473300 |
| 2010-07-01 | 81.639021712881500 |
| 2010-08-01 | 81.371677709250200 |
| 2010-09-01 | 81.554127327503900 |
| 2010-10-01 | 83.274383824486800 |
| 2010-11-01 | 82.649130152175700 |
| 2010-12-01 | 83.606561663619000 |
| 2011-01-01 | 83.890092099492210 |
| 2011-02-01 | 85.725887882950500 |
| 2011-03-01 | 85.702145946152000 |
| 2011-04-01 | 85.404239275412900 |
| 2011-05-01 | 84.400379816982500 |
| 2011-06-01 | 83.908862362536800 |
| 2011-07-01 | 85.221662275487800 |
| 2011-08-01 | 84.701953254607590 |
| 2011-09-01 | 85.225295824141500 |
| 2011-10-01 | 84.567359378729100 |
| 2011-11-01 | 84.999726246786210 |
| 2011-12-01 | 86.283223262919590 |
| 2012-01-01 | 87.052267501775090 |
| 2012-02-01 | 88.307109812069000 |
| 2012-03-01 | 88.461440706756490 |
| 2012-04-01 | 88.657027529266300 |
| 2012-05-01 | 89.261837203266200 |
| 2012-06-01 | 91.070456465005800 |
| 2012-07-01 | 90.953655540366400 |
| 2012-08-01 | 92.574081195446210 |
| 2012-09-01 | 92.525251503173410 |
| 2012-10-01 | 90.817831772835190 |
| 2012-11-01 | 92.690887328170920 |
| 2012-12-01 | 93.149542570306300 |
| 2013-01-01 | 94.338810876558500 |
| 2013-02-01 | 92.602939719313910 |
| 2013-03-01 | 93.634951026415700 |
| 2013-04-01 | 93.962694094489490 |
| 2013-05-01 | 95.534476937813000 |
| 2013-06-01 | 96.054228476260420 |
| 2013-07-01 | 96.303968755969080 |
| 2013-08-01 | 95.981813206542700 |
| 2013-09-01 | 93.735376583994100 |
| 2013-10-01 | 94.876032270147400 |
| 2013-11-01 | 97.697542842385900 |
| 2013-12-01 | 97.323139765675690 |
| 2014-01-01 | 92.198746561171400 |
| 2014-02-01 | 91.523037501530310 |
| 2014-03-01 | 91.987778350935400 |
| 2014-04-01 | 92.620602654726410 |
| 2014-05-01 | 93.491383929179700 |
| 2014-06-01 | 94.068858903808090 |
| 2014-07-01 | 93.128157579958400 |
| 2014-08-01 | 94.156971643686790 |
| 2014-09-01 | 94.588429955312010 |
| 2014-10-01 | 94.942747190902710 |
| 2014-11-01 | 96.786791565947210 |
| 2014-12-01 | 96.928311353809420 |
| 2015-01-01 | 96.671196982962090 |
| 2015-02-01 | 97.249820045660300 |
| 2015-03-01 | 96.931544085963000 |
| 2015-04-01 | 97.372673894981000 |
| 2015-05-01 | 97.487932721243400 |
| 2015-06-01 | 97.250568531187800 |
| 2015-07-01 | 98.974513663835200 |
| 2015-08-01 | 98.571091680719590 |
| 2015-09-01 | 99.677582203482500 |
| 2015-10-01 | 101.410991167601000 |
| 2015-11-01 | 102.855039765410000 |
| 2015-12-01 | 102.492317328355010 |
| 2016-01-01 | 99.920788491541710 |
| 2016-02-01 | 99.876886202852200 |
| 2016-03-01 | 100.112940265566990 |
| 2016-04-01 | 99.955033677692580 |
| 2016-05-01 | 99.332749914282590 |
| 2016-06-01 | 97.614862098530710 |
| 2016-07-01 | 100.416845022380000 |
| 2016-08-01 | 100.516056901691000 |
| 2016-09-01 | 101.773993388749000 |
| 2016-10-01 | 101.209900784996000 |
| 2016-11-01 | 98.168309633882700 |
| 2016-12-01 | 96.880820220841290 |
| 2017-01-01 | 98.784715904357580 |
| 2017-02-01 | 97.578457865982090 |
| 2017-03-01 | 97.500788709702490 |
| 2017-04-01 | 99.581890303941800 |
| 2017-05-01 | 99.966128294790990 |
| 2017-06-01 | 98.726352948886300 |
| 2017-07-01 | 97.755948533004500 |
| 2017-08-01 | 98.040389576998500 |
| 2017-09-01 | 100.205705306677000 |
| 2017-10-01 | 98.817473007229410 |
| 2017-11-01 | 98.753556029804800 |
| 2017-12-01 | 99.215089768442900 |
| 2018-01-01 | 99.840522589317490 |
| 2018-02-01 | 101.335596053029010 |
| 2018-03-01 | 102.035548177901990 |
| 2018-04-01 | 101.153862093355000 |
| 2018-05-01 | 101.909719813163000 |
| 2018-06-01 | 102.936612810242990 |
| 2018-07-01 | 103.246192236910000 |
| 2018-08-01 | 103.292394872006000 |
| 2018-09-01 | 103.878971439993000 |
| 2018-10-01 | 103.152027172174000 |
| 2018-11-01 | 103.884528916992000 |
| 2018-12-01 | 104.239214135443990 |
| 2019-01-01 | 103.652146356987000 |
| 2019-02-01 | 103.665913666679000 |
| 2019-03-01 | 104.807306141871000 |
| 2019-04-01 | 105.518646241354000 |
| 2019-05-01 | 105.605716160253000 |
| 2019-06-01 | 107.787217294092000 |
| 2019-07-01 | 109.305151944956000 |
| 2019-08-01 | 108.569466194515000 |
| 2019-09-01 | 109.349988401479000 |
| 2019-10-01 | 109.840085389051990 |
| 2019-11-01 | 111.731775999511000 |
| 2019-12-01 | 112.426849134753000 |
| 2020-01-01 | 112.247243565315000 |
| 2020-02-01 | 110.970058081516000 |
| 2020-03-01 | 109.687555446232000 |
| 2020-04-01 | 93.037703735044100 |
| 2020-05-01 | 100.627486309965000 |
| 2020-06-01 | 102.761409638921000 |
| 2020-07-01 | 95.067503697238790 |
| 2020-08-01 | 97.136569277556490 |
| 2020-09-01 | 96.852000541203410 |
| 2020-10-01 | 100.008612180871000 |
| 2020-11-01 | 100.416718993964990 |
| 2020-12-01 | 101.599324435720000 |
| 2021-01-01 | 103.786329957320000 |
| 2021-02-01 | 106.032545074781000 |
| 2021-03-01 | 106.812331845101000 |
| 2021-04-01 | 105.471206182444990 |
| 2021-05-01 | 106.600935470870000 |
| 2021-06-01 | 105.187693182241990 |
| 2021-07-01 | 104.938865249020000 |
| 2021-08-01 | 105.748292560825000 |
| 2021-09-01 | 106.150803905573000 |
| 2021-10-01 | 110.667881042691990 |
| 2021-11-01 | 111.061183958041000 |
| 2021-12-01 | 111.938656063187010 |
| 2022-01-01 | 111.610928069211000 |
| 2022-02-01 | 113.416754314130000 |
| 2022-03-01 | 112.750960719375000 |
| 2022-04-01 | 116.063360234468000 |
| 2022-05-01 | 116.021747773048990 |
| 2022-06-01 | 115.793103606298000 |
| 2022-07-01 | 115.373339775807990 |
| 2022-08-01 | 115.683882975546000 |
| 2022-09-01 | 115.799045867309000 |
| 2022-10-01 | 115.411978679484010 |
| 2022-11-01 | 114.476916556895000 |
| 2022-12-01 | 114.664849705261000 |
| 2023-01-01 | 115.619818237348000 |
| 2023-02-01 | 117.891948397903010 |
| 2023-03-01 | 116.147690900283000 |
| 2023-04-01 | 114.482152805983000 |
| 2023-05-01 | 112.887671850797000 |
| 2023-06-01 | 112.010427828682990 |
| 2023-07-01 | 105.441241148887000 |
| 2023-08-01 | 106.132161816130010 |
| 2023-09-01 | 106.489792747105010 |
| 2023-10-01 | 104.811841614568010 |
| 2023-11-01 | 105.378381452344000 |
| 2023-12-01 | 104.086708602411990 |
| 2024-01-01 | 105.588590250466000 |
| 2024-02-01 | 105.556777562971990 |
| 2024-03-01 | 107.668699070450000 |
| 2024-04-01 | 110.442015041920000 |
| 2024-05-01 | 109.852700274766010 |
| 2024-06-01 | 109.512950716345000 |
| 2024-07-01 | 110.396440044845010 |
| 2024-08-01 | 110.290684851485010 |
| 2024-09-01 | 110.464617739852000 |
| 2024-10-01 | 109.094466837225000 |
| 2024-11-01 | 109.201017077542990 |
