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 2026-08-01 |
| Last Updated | 2026-09-18 10:53 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 | 27.9665895534 |
| 1990-02-01 | 27.8137776072 |
| 1990-03-01 | 27.1909221202 |
| 1990-04-01 | 26.2856540937 |
| 1990-05-01 | 25.8374849482 |
| 1990-06-01 | 26.0749777727 |
| 1990-07-01 | 28.5046627126 |
| 1990-08-01 | 27.8711786467 |
| 1990-09-01 | 28.1167439101 |
| 1990-10-01 | 28.2371208765 |
| 1990-11-01 | 27.9581791641 |
| 1990-12-01 | 27.0991073010 |
| 1991-01-01 | 27.3494261453 |
| 1991-02-01 | 27.0641525153 |
| 1991-03-01 | 26.7093331392 |
| 1991-04-01 | 27.2643121189 |
| 1991-05-01 | 27.1676570448 |
| 1991-06-01 | 26.8968636070 |
| 1991-07-01 | 26.4260781357 |
| 1991-08-01 | 27.4470939600 |
| 1991-09-01 | 27.1081155400 |
| 1991-10-01 | 26.3699704450 |
| 1991-11-01 | 26.2327704842 |
| 1991-12-01 | 25.5722117978 |
| 1992-01-01 | 28.0999626267 |
| 1992-02-01 | 28.3666773950 |
| 1992-03-01 | 28.7260883084 |
| 1992-04-01 | 29.3415758089 |
| 1992-05-01 | 30.3498142550 |
| 1992-06-01 | 30.8341377497 |
| 1992-07-01 | 31.9951128608 |
| 1992-08-01 | 32.1101642004 |
| 1992-09-01 | 32.4740435574 |
| 1992-10-01 | 33.0759358259 |
| 1992-11-01 | 33.4407281648 |
| 1992-12-01 | 33.3611101048 |
| 1993-01-01 | 31.5690356086 |
| 1993-02-01 | 32.3254615397 |
| 1993-03-01 | 32.6830769485 |
| 1993-04-01 | 33.0684944784 |
| 1993-05-01 | 33.4262603203 |
| 1993-06-01 | 33.9206201439 |
| 1993-07-01 | 33.4524805050 |
| 1993-08-01 | 33.5748964593 |
| 1993-09-01 | 34.1197935001 |
| 1993-10-01 | 34.5186802274 |
| 1993-11-01 | 35.2079896994 |
| 1993-12-01 | 36.6559989987 |
| 1994-01-01 | 37.7832389139 |
| 1994-02-01 | 38.7333862949 |
| 1994-03-01 | 39.1367302519 |
| 1994-04-01 | 41.3294216309 |
| 1994-05-01 | 40.8154866234 |
| 1994-06-01 | 41.3836408667 |
| 1994-07-01 | 42.9713352687 |
| 1994-08-01 | 43.5535689045 |
| 1994-09-01 | 43.9349311047 |
| 1994-10-01 | 43.9959486385 |
| 1994-11-01 | 45.7425175012 |
| 1994-12-01 | 46.6785308908 |
| 1995-01-01 | 49.2409226064 |
| 1995-02-01 | 50.5017845785 |
| 1995-03-01 | 50.8803403410 |
| 1995-04-01 | 50.4648213723 |
| 1995-05-01 | 50.5825662276 |
| 1995-06-01 | 51.3309218210 |
| 1995-07-01 | 51.7363567604 |
| 1995-08-01 | 52.3381528458 |
| 1995-09-01 | 53.2903429677 |
| 1995-10-01 | 55.5685957314 |
| 1995-11-01 | 56.5768144928 |
| 1995-12-01 | 57.7193062626 |
| 1996-01-01 | 65.2830559333 |
| 1996-02-01 | 65.5570527976 |
| 1996-03-01 | 65.9328344048 |
| 1996-04-01 | 64.5566763066 |
| 1996-05-01 | 66.5418939331 |
| 1996-06-01 | 67.6224409854 |
| 1996-07-01 | 68.1785203976 |
| 1996-08-01 | 68.2928290738 |
| 1996-09-01 | 69.3566800688 |
| 1996-10-01 | 70.0246358362 |
| 1996-11-01 | 71.1630627140 |
| 1996-12-01 | 71.4345695531 |
| 1997-01-01 | 72.0543232075 |
| 1997-02-01 | 73.6284983605 |
| 1997-03-01 | 73.3379746828 |
| 1997-04-01 | 76.8132589618 |
| 1997-05-01 | 78.3685594550 |
| 1997-06-01 | 79.1252055998 |
| 1997-07-01 | 80.2203228748 |
| 1997-08-01 | 82.0309440310 |
| 1997-09-01 | 82.8763349732 |
| 1997-10-01 | 83.8925071026 |
| 1997-11-01 | 84.0919055233 |
| 1997-12-01 | 85.9171283096 |
| 1998-01-01 | 82.3462892795 |
| 1998-02-01 | 82.9421560408 |
| 1998-03-01 | 84.3526564216 |
| 1998-04-01 | 84.2160846506 |
| 1998-05-01 | 85.3582187944 |
| 1998-06-01 | 86.4439950642 |
| 1998-07-01 | 86.7788534705 |
| 1998-08-01 | 87.9444103132 |
| 1998-09-01 | 88.0942782098 |
| 1998-10-01 | 89.3379246026 |
| 1998-11-01 | 90.8059910805 |
| 1998-12-01 | 92.1587674307 |
| 1999-01-01 | 92.7754916736 |
| 1999-02-01 | 95.4098752866 |
| 1999-03-01 | 96.0345529386 |
| 1999-04-01 | 97.9932265688 |
| 1999-05-01 | 98.7511241874 |
| 1999-06-01 | 99.7318979870 |
| 1999-07-01 | 101.9316656737 |
| 1999-08-01 | 102.9280042120 |
| 1999-09-01 | 104.2115496256 |
| 1999-10-01 | 103.3911858547 |
| 1999-11-01 | 104.4345611567 |
| 1999-12-01 | 105.3426151901 |
| 2000-01-01 | 106.3887516684 |
| 2000-02-01 | 106.5257104661 |
| 2000-03-01 | 107.9140124927 |
| 2000-04-01 | 107.2901601661 |
| 2000-05-01 | 110.7162012070 |
| 2000-06-01 | 107.9785363361 |
| 2000-07-01 | 106.1056188165 |
| 2000-08-01 | 107.2537890860 |
| 2000-09-01 | 107.3250453181 |
| 2000-10-01 | 107.2756262151 |
| 2000-11-01 | 106.8615495057 |
| 2000-12-01 | 106.7658828029 |
| 2001-01-01 | 105.5352006004 |
| 2001-02-01 | 104.8561795470 |
| 2001-03-01 | 105.0308903769 |
| 2001-04-01 | 101.8449882823 |
| 2001-05-01 | 100.0410161546 |
| 2001-06-01 | 99.2135288861 |
| 2001-07-01 | 97.2736023491 |
| 2001-08-01 | 96.2316266342 |
| 2001-09-01 | 96.1128931947 |
| 2001-10-01 | 94.4309919693 |
| 2001-11-01 | 92.3459234883 |
| 2001-12-01 | 91.9507538572 |
| 2002-01-01 | 93.9009924253 |
| 2002-02-01 | 93.7696455315 |
| 2002-03-01 | 94.7262895697 |
| 2002-04-01 | 95.5577265044 |
| 2002-05-01 | 95.4919551160 |
| 2002-06-01 | 94.9679035811 |
| 2002-07-01 | 94.7060070448 |
| 2002-08-01 | 95.0324105031 |
| 2002-09-01 | 93.6763861643 |
| 2002-10-01 | 93.5869116767 |
| 2002-11-01 | 94.7986628893 |
| 2002-12-01 | 94.2419347040 |
| 2003-01-01 | 95.8802125821 |
| 2003-02-01 | 96.7272433472 |
| 2003-03-01 | 97.2822204791 |
| 2003-04-01 | 97.3846921974 |
| 2003-05-01 | 98.6818833060 |
| 2003-06-01 | 98.3558272152 |
| 2003-07-01 | 99.1696535641 |
| 2003-08-01 | 99.1217110567 |
| 2003-09-01 | 100.6758795250 |
| 2003-10-01 | 102.0646253513 |
| 2003-11-01 | 100.8600325507 |
| 2003-12-01 | 101.9994153390 |
| 2004-01-01 | 102.3978368911 |
| 2004-02-01 | 101.0864017592 |
| 2004-03-01 | 101.1926532859 |
| 2004-04-01 | 104.3163622758 |
| 2004-05-01 | 105.4361090391 |
| 2004-06-01 | 107.5291828547 |
| 2004-07-01 | 109.8658378998 |
| 2004-08-01 | 108.9291169676 |
| 2004-09-01 | 110.0783906294 |
| 2004-10-01 | 112.8977903227 |
| 2004-11-01 | 113.3318519925 |
| 2004-12-01 | 114.9015586846 |
| 2005-01-01 | 114.5407873198 |
| 2005-02-01 | 115.2583095348 |
| 2005-03-01 | 115.9978636803 |
| 2005-04-01 | 119.1958629189 |
| 2005-05-01 | 119.1204605287 |
| 2005-06-01 | 119.8978188341 |
| 2005-07-01 | 122.1602025135 |
| 2005-08-01 | 122.6941632682 |
| 2005-09-01 | 124.1309637729 |
| 2005-10-01 | 120.7827873398 |
| 2005-11-01 | 121.6459944900 |
| 2005-12-01 | 121.3438020061 |
| 2006-01-01 | 121.7993375873 |
| 2006-02-01 | 123.9681668404 |
| 2006-03-01 | 123.9319019652 |
| 2006-04-01 | 123.7260777887 |
| 2006-05-01 | 125.0757068082 |
| 2006-06-01 | 125.9722460378 |
| 2006-07-01 | 124.9285455849 |
| 2006-08-01 | 125.0944974511 |
| 2006-09-01 | 126.2217682748 |
| 2006-10-01 | 124.0268475001 |
| 2006-11-01 | 123.6526536335 |
| 2006-12-01 | 122.9244132862 |
| 2007-01-01 | 121.5172991693 |
| 2007-02-01 | 121.0981788920 |
| 2007-03-01 | 121.8765862053 |
| 2007-04-01 | 119.7540645662 |
| 2007-05-01 | 119.9539454126 |
| 2007-06-01 | 119.7528685468 |
| 2007-07-01 | 119.7643469405 |
| 2007-08-01 | 119.6756887397 |
| 2007-09-01 | 119.7301012476 |
| 2007-10-01 | 119.4010832157 |
| 2007-11-01 | 119.2302393233 |
| 2007-12-01 | 116.7433806215 |
| 2008-01-01 | 117.5155139625 |
| 2008-02-01 | 116.3482805125 |
| 2008-03-01 | 113.3145051895 |
| 2008-04-01 | 111.5429739232 |
| 2008-05-01 | 109.1564750370 |
| 2008-06-01 | 107.1781679173 |
| 2008-07-01 | 105.3240926209 |
| 2008-08-01 | 104.8529483619 |
| 2008-09-01 | 102.6979675805 |
| 2008-10-01 | 99.4270602703 |
| 2008-11-01 | 96.5106589332 |
| 2008-12-01 | 93.9699189086 |
| 2009-01-01 | 91.4186607787 |
| 2009-02-01 | 88.6482654993 |
| 2009-03-01 | 86.0140196663 |
| 2009-04-01 | 84.4255783860 |
| 2009-05-01 | 83.0979467278 |
| 2009-06-01 | 81.8962313166 |
| 2009-07-01 | 82.4259705949 |
| 2009-08-01 | 79.7427135216 |
| 2009-09-01 | 80.5951283435 |
| 2009-10-01 | 82.4823037016 |
| 2009-11-01 | 83.3787777907 |
| 2009-12-01 | 82.0366195722 |
| 2010-01-01 | 81.9746145001 |
| 2010-02-01 | 81.0277354091 |
| 2010-03-01 | 82.1025633155 |
| 2010-04-01 | 83.5597885570 |
| 2010-05-01 | 82.8810358438 |
| 2010-06-01 | 82.5160065799 |
| 2010-07-01 | 81.6390961166 |
| 2010-08-01 | 81.3719367177 |
| 2010-09-01 | 81.5547745859 |
| 2010-10-01 | 83.2748998716 |
| 2010-11-01 | 82.6490254805 |
| 2010-12-01 | 83.6072424165 |
| 2011-01-01 | 83.8889858210 |
| 2011-02-01 | 85.7255655687 |
| 2011-03-01 | 85.7018545793 |
| 2011-04-01 | 85.4037598533 |
| 2011-05-01 | 84.4001519110 |
| 2011-06-01 | 83.9087159820 |
| 2011-07-01 | 85.2217175520 |
| 2011-08-01 | 84.7022907952 |
| 2011-09-01 | 85.2263913193 |
| 2011-10-01 | 84.5684205091 |
| 2011-11-01 | 84.9993479088 |
| 2011-12-01 | 86.2848415273 |
| 2012-01-01 | 87.0506205368 |
| 2012-02-01 | 88.3065380680 |
| 2012-03-01 | 88.4607857280 |
| 2012-04-01 | 88.6561892749 |
| 2012-05-01 | 89.2612117349 |
| 2012-06-01 | 91.0699837170 |
| 2012-07-01 | 90.9535384466 |
| 2012-08-01 | 92.5745216091 |
| 2012-09-01 | 92.5271253593 |
| 2012-10-01 | 90.8200058594 |
| 2012-11-01 | 92.6897118485 |
| 2012-12-01 | 93.1531604938 |
| 2013-01-01 | 94.3370329482 |
| 2013-02-01 | 92.6018187223 |
| 2013-03-01 | 93.6334181826 |
| 2013-04-01 | 93.9610687297 |
| 2013-05-01 | 95.5333300699 |
| 2013-06-01 | 96.0526578867 |
| 2013-07-01 | 96.3034041999 |
| 2013-08-01 | 95.9818273477 |
| 2013-09-01 | 93.7397981025 |
| 2013-10-01 | 94.8795607504 |
| 2013-11-01 | 97.6946252123 |
| 2013-12-01 | 97.3322663934 |
| 2014-01-01 | 92.1964934722 |
| 2014-02-01 | 91.5218093856 |
| 2014-03-01 | 91.9802092567 |
| 2014-04-01 | 92.6185759727 |
| 2014-05-01 | 93.4897584518 |
| 2014-06-01 | 94.0660662167 |
| 2014-07-01 | 93.1268447593 |
| 2014-08-01 | 94.1561798916 |
| 2014-09-01 | 94.5991213576 |
| 2014-10-01 | 94.9477897577 |
| 2014-11-01 | 96.7837419963 |
| 2014-12-01 | 96.9450277266 |
| 2015-01-01 | 96.6694909522 |
| 2015-02-01 | 97.2466284653 |
| 2015-03-01 | 96.9137430871 |
| 2015-04-01 | 97.3654554885 |
| 2015-05-01 | 97.4826205835 |
| 2015-06-01 | 97.2462023690 |
| 2015-07-01 | 98.9747260220 |
| 2015-08-01 | 98.5729253449 |
| 2015-09-01 | 99.6979340015 |
| 2015-10-01 | 101.4205258952 |
| 2015-11-01 | 102.8570874893 |
| 2015-12-01 | 102.5189357033 |
| 2016-01-01 | 99.9202792557 |
| 2016-02-01 | 99.8676997656 |
| 2016-03-01 | 100.0780764872 |
| 2016-04-01 | 99.9336083247 |
| 2016-05-01 | 99.3136985054 |
| 2016-06-01 | 97.6009765322 |
| 2016-07-01 | 100.4424585047 |
| 2016-08-01 | 100.5205079534 |
| 2016-09-01 | 101.8066929593 |
| 2016-10-01 | 101.2323540468 |
| 2016-11-01 | 98.1830917413 |
| 2016-12-01 | 96.9103797289 |
| 2017-01-01 | 98.7867495429 |
| 2017-02-01 | 97.5834965558 |
| 2017-03-01 | 97.4087635944 |
| 2017-04-01 | 99.5361228730 |
| 2017-05-01 | 99.9353140374 |
| 2017-06-01 | 98.6908488894 |
| 2017-07-01 | 97.8215737351 |
| 2017-08-01 | 98.0575100506 |
| 2017-09-01 | 100.2659715189 |
| 2017-10-01 | 98.8649091888 |
| 2017-11-01 | 98.7825125792 |
| 2017-12-01 | 99.2421982717 |
| 2018-01-01 | 99.8364854570 |
| 2018-02-01 | 101.3374583819 |
| 2018-03-01 | 101.8774740276 |
| 2018-04-01 | 101.0747213298 |
| 2018-05-01 | 101.8632934744 |
| 2018-06-01 | 102.8833596191 |
| 2018-07-01 | 103.3598332400 |
| 2018-08-01 | 103.3319738199 |
| 2018-09-01 | 104.0287330648 |
| 2018-10-01 | 103.2455396219 |
| 2018-11-01 | 103.9136836795 |
| 2018-12-01 | 104.2348907320 |
| 2019-01-01 | 103.6037678789 |
| 2019-02-01 | 103.6138234099 |
| 2019-03-01 | 104.5171434331 |
| 2019-04-01 | 105.4839894484 |
| 2019-05-01 | 105.5351440225 |
| 2019-06-01 | 107.7419455256 |
| 2019-07-01 | 109.4912282596 |
| 2019-08-01 | 108.6968185234 |
| 2019-09-01 | 109.6354987931 |
| 2019-10-01 | 109.9957130892 |
| 2019-11-01 | 111.7408630597 |
| 2019-12-01 | 112.3471668282 |
| 2020-01-01 | 112.0921540887 |
| 2020-02-01 | 110.6933974270 |
| 2020-03-01 | 109.2657214303 |
| 2020-04-01 | 93.0816284981 |
| 2020-05-01 | 100.5584050615 |
| 2020-06-01 | 102.7483678154 |
| 2020-07-01 | 95.4596835357 |
| 2020-08-01 | 97.4463942746 |
| 2020-09-01 | 97.3632520628 |
| 2020-10-01 | 100.2284604498 |
| 2020-11-01 | 100.3643446914 |
| 2020-12-01 | 101.3279767390 |
| 2021-01-01 | 103.3811391289 |
| 2021-02-01 | 105.3466170726 |
| 2021-03-01 | 106.2045917636 |
| 2021-04-01 | 105.6709218255 |
| 2021-05-01 | 106.6380154342 |
| 2021-06-01 | 105.2936061852 |
| 2021-07-01 | 105.6876078288 |
| 2021-08-01 | 106.3570626325 |
| 2021-09-01 | 106.9428796295 |
| 2021-10-01 | 110.8482807817 |
| 2021-11-01 | 110.9023829010 |
| 2021-12-01 | 111.3935036781 |
| 2022-01-01 | 110.8253894363 |
| 2022-02-01 | 112.1223916712 |
| 2022-03-01 | 112.0005226358 |
| 2022-04-01 | 116.4494999625 |
| 2022-05-01 | 116.2681861606 |
| 2022-06-01 | 116.0794641711 |
| 2022-07-01 | 116.6166582465 |
| 2022-08-01 | 116.6691876122 |
| 2022-09-01 | 116.8772485900 |
| 2022-10-01 | 115.4892712127 |
| 2022-11-01 | 114.1359608324 |
| 2022-12-01 | 113.7734932973 |
| 2023-01-01 | 114.4248394207 |
| 2023-02-01 | 115.9975620570 |
| 2023-03-01 | 115.2472609499 |
| 2023-04-01 | 114.4420383446 |
| 2023-05-01 | 112.8213564362 |
| 2023-06-01 | 111.8882452779 |
| 2023-07-01 | 110.7895264094 |
| 2023-08-01 | 111.4161393799 |
| 2023-09-01 | 111.5272323130 |
| 2023-10-01 | 109.9066540285 |
| 2023-11-01 | 111.0046248150 |
| 2023-12-01 | 110.5683977822 |
| 2024-01-01 | 111.5750065452 |
| 2024-02-01 | 110.5593125320 |
| 2024-03-01 | 111.8863235668 |
| 2024-04-01 | 109.2805354763 |
| 2024-05-01 | 108.6748801870 |
| 2024-06-01 | 106.7112082241 |
| 2024-07-01 | 106.9975999718 |
| 2024-08-01 | 106.7215009206 |
| 2024-09-01 | 106.0785498503 |
| 2024-10-01 | 104.8296975042 |
| 2024-11-01 | 102.7832842019 |
| 2024-12-01 | 101.9435655117 |
| 2025-01-01 | 102.7041006922 |
| 2025-02-01 | 100.6121837522 |
| 2025-03-01 | 99.9834107371 |
| 2025-04-01 | 99.8525802419 |
| 2025-05-01 | 100.4247755835 |
| 2025-06-01 | 101.8375350922 |
| 2025-07-01 | 102.3439138062 |
| 2025-08-01 | 102.6590143151 |
| 2025-09-01 | 102.2621537500 |
| 2025-10-01 | 105.1190829319 |
| 2025-11-01 | 107.4371217822 |
| 2025-12-01 | 108.1748612750 |
| 2026-01-01 | 106.1696540738 |
| 2026-02-01 | 108.3977314381 |
| 2026-03-01 | 108.9389706575 |
| 2026-04-01 | 110.1730058581 |
| 2026-05-01 | 109.4523806458 |
| 2026-06-01 | 109.8046103255 |
| 2026-07-01 | 109.0971866982 |
| 2026-08-01 | 108.8926472333 |