Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Arizona
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Arizona |
|---|---|
| Series ID | SMU04000006056170001SA |
| 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 10:54 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 | 19.7881243625 |
| 1990-02-01 | 19.7325849470 |
| 1990-03-01 | 19.5978942402 |
| 1990-04-01 | 19.2370425669 |
| 1990-05-01 | 19.2922651080 |
| 1990-06-01 | 19.4028993662 |
| 1990-07-01 | 19.5351591786 |
| 1990-08-01 | 19.8888232347 |
| 1990-09-01 | 19.8422740538 |
| 1990-10-01 | 19.9047986848 |
| 1990-11-01 | 19.9696795166 |
| 1990-12-01 | 19.9253292052 |
| 1991-01-01 | 20.0840413215 |
| 1991-02-01 | 20.1042680417 |
| 1991-03-01 | 19.7862654822 |
| 1991-04-01 | 20.5481641468 |
| 1991-05-01 | 20.5127813202 |
| 1991-06-01 | 20.3011116470 |
| 1991-07-01 | 20.2243458780 |
| 1991-08-01 | 20.4951534774 |
| 1991-09-01 | 20.5489739266 |
| 1991-10-01 | 20.8032578777 |
| 1991-11-01 | 20.9931954561 |
| 1991-12-01 | 21.0254569994 |
| 1992-01-01 | 20.3822958327 |
| 1992-02-01 | 20.4570951243 |
| 1992-03-01 | 20.4693322967 |
| 1992-04-01 | 20.5590854144 |
| 1992-05-01 | 20.6435047081 |
| 1992-06-01 | 20.8033556981 |
| 1992-07-01 | 20.9106616941 |
| 1992-08-01 | 20.6999257071 |
| 1992-09-01 | 20.8611628880 |
| 1992-10-01 | 20.7967839203 |
| 1992-11-01 | 20.9166307290 |
| 1992-12-01 | 21.0171316572 |
| 1993-01-01 | 21.4961405603 |
| 1993-02-01 | 21.4901719406 |
| 1993-03-01 | 21.6467946380 |
| 1993-04-01 | 22.3974922716 |
| 1993-05-01 | 22.0848122689 |
| 1993-06-01 | 22.2164107975 |
| 1993-07-01 | 22.3818286864 |
| 1993-08-01 | 22.4005015347 |
| 1993-09-01 | 22.6712722265 |
| 1993-10-01 | 22.2754480790 |
| 1993-11-01 | 22.6156992259 |
| 1993-12-01 | 22.6008482204 |
| 1994-01-01 | 23.7269315264 |
| 1994-02-01 | 23.8436229426 |
| 1994-03-01 | 24.0532298706 |
| 1994-04-01 | 23.9370430719 |
| 1994-05-01 | 23.9084562397 |
| 1994-06-01 | 24.4279188392 |
| 1994-07-01 | 24.6692960156 |
| 1994-08-01 | 24.8892576349 |
| 1994-09-01 | 25.0663601458 |
| 1994-10-01 | 25.4499359650 |
| 1994-11-01 | 25.4782014155 |
| 1994-12-01 | 25.7594934594 |
| 1995-01-01 | 25.9908562171 |
| 1995-02-01 | 26.3355546412 |
| 1995-03-01 | 26.5908657943 |
| 1995-04-01 | 26.6801372282 |
| 1995-05-01 | 26.8327724743 |
| 1995-06-01 | 27.0362052208 |
| 1995-07-01 | 27.1478984565 |
| 1995-08-01 | 27.5522885549 |
| 1995-09-01 | 27.5411371175 |
| 1995-10-01 | 27.8185066035 |
| 1995-11-01 | 28.0110007448 |
| 1995-12-01 | 28.2077252046 |
| 1996-01-01 | 28.5861297514 |
| 1996-02-01 | 28.7861993561 |
| 1996-03-01 | 28.7801577506 |
| 1996-04-01 | 28.5920336125 |
| 1996-05-01 | 28.8257943460 |
| 1996-06-01 | 28.7358593950 |
| 1996-07-01 | 29.1288878295 |
| 1996-08-01 | 29.0983161559 |
| 1996-09-01 | 28.9046480286 |
| 1996-10-01 | 29.3899504721 |
| 1996-11-01 | 29.5265695662 |
| 1996-12-01 | 29.6419613393 |
| 1997-01-01 | 29.0997392096 |
| 1997-02-01 | 29.3880700358 |
| 1997-03-01 | 29.5020992027 |
| 1997-04-01 | 29.7033416240 |
| 1997-05-01 | 29.9047019224 |
| 1997-06-01 | 30.0134782686 |
| 1997-07-01 | 29.6732985167 |
| 1997-08-01 | 29.7261437382 |
| 1997-09-01 | 29.9661398821 |
| 1997-10-01 | 30.0695231471 |
| 1997-11-01 | 30.3558465168 |
| 1997-12-01 | 30.3971978906 |
| 1998-01-01 | 30.5169644577 |
| 1998-02-01 | 30.5245537000 |
| 1998-03-01 | 30.7317461935 |
| 1998-04-01 | 31.0898980071 |
| 1998-05-01 | 30.9591132182 |
| 1998-06-01 | 31.4660988325 |
| 1998-07-01 | 31.8133186068 |
| 1998-08-01 | 32.0569688475 |
| 1998-09-01 | 32.2278086404 |
| 1998-10-01 | 32.0534663403 |
| 1998-11-01 | 32.2304951109 |
| 1998-12-01 | 32.5725178520 |
| 1999-01-01 | 34.9175921586 |
| 1999-02-01 | 33.3547236162 |
| 1999-03-01 | 33.4379328640 |
| 1999-04-01 | 33.6584196465 |
| 1999-05-01 | 33.7124033123 |
| 1999-06-01 | 33.6166625654 |
| 1999-07-01 | 33.8718966249 |
| 1999-08-01 | 33.7749538656 |
| 1999-09-01 | 34.0104817418 |
| 1999-10-01 | 34.2380364065 |
| 1999-11-01 | 34.3361178436 |
| 1999-12-01 | 34.4734706893 |
| 2000-01-01 | 33.5056697833 |
| 2000-02-01 | 34.0408026280 |
| 2000-03-01 | 33.9990943814 |
| 2000-04-01 | 33.9180752944 |
| 2000-05-01 | 34.2564122544 |
| 2000-06-01 | 34.5779207955 |
| 2000-07-01 | 34.5685614020 |
| 2000-08-01 | 34.7300484998 |
| 2000-09-01 | 34.4183622357 |
| 2000-10-01 | 34.5060884603 |
| 2000-11-01 | 34.6611366409 |
| 2000-12-01 | 34.4789999365 |
| 2001-01-01 | 34.0508580240 |
| 2001-02-01 | 34.2847130533 |
| 2001-03-01 | 34.5120120276 |
| 2001-04-01 | 34.5838179536 |
| 2001-05-01 | 34.5202574000 |
| 2001-06-01 | 34.4626546550 |
| 2001-07-01 | 34.6948858372 |
| 2001-08-01 | 34.3152498771 |
| 2001-09-01 | 34.4510880298 |
| 2001-10-01 | 33.9590581573 |
| 2001-11-01 | 33.6781755462 |
| 2001-12-01 | 33.3943111190 |
| 2002-01-01 | 33.8612016733 |
| 2002-02-01 | 33.9933898263 |
| 2002-03-01 | 34.0869061702 |
| 2002-04-01 | 34.4526029875 |
| 2002-05-01 | 34.4990080614 |
| 2002-06-01 | 34.3524073095 |
| 2002-07-01 | 34.1561883825 |
| 2002-08-01 | 34.6637263602 |
| 2002-09-01 | 34.6763631513 |
| 2002-10-01 | 34.3015266420 |
| 2002-11-01 | 34.9772090809 |
| 2002-12-01 | 34.9026435412 |
| 2003-01-01 | 34.7506063940 |
| 2003-02-01 | 34.8705724728 |
| 2003-03-01 | 34.7440749655 |
| 2003-04-01 | 34.7454453229 |
| 2003-05-01 | 35.0017161354 |
| 2003-06-01 | 35.1481292651 |
| 2003-07-01 | 35.2420708924 |
| 2003-08-01 | 35.3268112230 |
| 2003-09-01 | 35.4737457924 |
| 2003-10-01 | 35.7611539252 |
| 2003-11-01 | 35.8449279040 |
| 2003-12-01 | 36.2013398478 |
| 2004-01-01 | 36.7414321249 |
| 2004-02-01 | 36.5244917387 |
| 2004-03-01 | 36.8010367183 |
| 2004-04-01 | 36.9841889035 |
| 2004-05-01 | 36.8128606021 |
| 2004-06-01 | 36.9437036291 |
| 2004-07-01 | 37.6281686745 |
| 2004-08-01 | 37.6870322531 |
| 2004-09-01 | 37.8547172459 |
| 2004-10-01 | 38.3314092421 |
| 2004-11-01 | 38.2833221368 |
| 2004-12-01 | 38.6824407068 |
| 2005-01-01 | 39.2261556997 |
| 2005-02-01 | 39.3969399191 |
| 2005-03-01 | 39.7724655336 |
| 2005-04-01 | 40.3589427745 |
| 2005-05-01 | 40.3339325012 |
| 2005-06-01 | 40.5572252766 |
| 2005-07-01 | 40.4937519015 |
| 2005-08-01 | 40.6996755545 |
| 2005-09-01 | 41.1220023188 |
| 2005-10-01 | 41.5160895902 |
| 2005-11-01 | 41.9121196621 |
| 2005-12-01 | 41.9668065754 |
| 2006-01-01 | 41.9967876002 |
| 2006-02-01 | 42.7069630804 |
| 2006-03-01 | 42.9524802634 |
| 2006-04-01 | 43.1414782607 |
| 2006-05-01 | 43.7553250053 |
| 2006-06-01 | 44.2847021741 |
| 2006-07-01 | 44.5275199218 |
| 2006-08-01 | 44.7746563735 |
| 2006-09-01 | 45.4843232455 |
| 2006-10-01 | 45.5304335564 |
| 2006-11-01 | 45.9562160897 |
| 2006-12-01 | 46.3637677238 |
| 2007-01-01 | 46.2499633077 |
| 2007-02-01 | 46.9229363447 |
| 2007-03-01 | 47.0416705078 |
| 2007-04-01 | 46.8035834659 |
| 2007-05-01 | 47.2724929008 |
| 2007-06-01 | 47.3291806302 |
| 2007-07-01 | 47.0266717731 |
| 2007-08-01 | 47.1485313272 |
| 2007-09-01 | 46.6652009764 |
| 2007-10-01 | 46.4558045749 |
| 2007-11-01 | 46.4287170422 |
| 2007-12-01 | 45.7598475520 |
| 2008-01-01 | 45.2970120805 |
| 2008-02-01 | 44.7357294356 |
| 2008-03-01 | 44.3305941337 |
| 2008-04-01 | 44.0214305274 |
| 2008-05-01 | 43.7926818503 |
| 2008-06-01 | 43.1606086225 |
| 2008-07-01 | 42.9969768143 |
| 2008-08-01 | 42.9453206122 |
| 2008-09-01 | 42.7889902884 |
| 2008-10-01 | 42.1947482650 |
| 2008-11-01 | 41.6365562846 |
| 2008-12-01 | 41.0733234619 |
| 2009-01-01 | 40.5136182659 |
| 2009-02-01 | 39.8258327489 |
| 2009-03-01 | 39.6046724229 |
| 2009-04-01 | 38.6878128728 |
| 2009-05-01 | 38.5245026330 |
| 2009-06-01 | 38.1921626100 |
| 2009-07-01 | 39.2488441202 |
| 2009-08-01 | 37.9911012269 |
| 2009-09-01 | 37.6544381296 |
| 2009-10-01 | 37.1018871958 |
| 2009-11-01 | 37.0815366911 |
| 2009-12-01 | 37.0959834737 |
| 2010-01-01 | 37.4261026246 |
| 2010-02-01 | 37.3904042299 |
| 2010-03-01 | 37.2631774567 |
| 2010-04-01 | 37.2116863918 |
| 2010-05-01 | 37.1599775062 |
| 2010-06-01 | 37.1113883409 |
| 2010-07-01 | 37.2202509847 |
| 2010-08-01 | 37.0608743160 |
| 2010-09-01 | 37.2295102529 |
| 2010-10-01 | 37.7191413339 |
| 2010-11-01 | 37.8253782976 |
| 2010-12-01 | 37.9403599364 |
| 2011-01-01 | 37.6397487232 |
| 2011-02-01 | 37.7101478349 |
| 2011-03-01 | 37.6212993273 |
| 2011-04-01 | 38.1311596318 |
| 2011-05-01 | 38.1896951121 |
| 2011-06-01 | 38.3389496594 |
| 2011-07-01 | 38.2084075460 |
| 2011-08-01 | 37.9337830491 |
| 2011-09-01 | 38.0128562539 |
| 2011-10-01 | 37.7072212506 |
| 2011-11-01 | 37.4613255024 |
| 2011-12-01 | 37.7732301346 |
| 2012-01-01 | 37.9911689674 |
| 2012-02-01 | 37.9291073933 |
| 2012-03-01 | 37.9896071588 |
| 2012-04-01 | 37.8509099968 |
| 2012-05-01 | 37.9101955753 |
| 2012-06-01 | 38.1734604229 |
| 2012-07-01 | 38.1123412633 |
| 2012-08-01 | 38.1693930630 |
| 2012-09-01 | 38.2727258408 |
| 2012-10-01 | 38.6966027825 |
| 2012-11-01 | 38.5983411015 |
| 2012-12-01 | 38.8281959690 |
| 2013-01-01 | 38.9367776240 |
| 2013-02-01 | 39.1472758682 |
| 2013-03-01 | 39.2748968366 |
| 2013-04-01 | 39.4003152756 |
| 2013-05-01 | 39.3092060719 |
| 2013-06-01 | 39.3391602850 |
| 2013-07-01 | 39.3167503805 |
| 2013-08-01 | 39.5571298240 |
| 2013-09-01 | 39.8147374838 |
| 2013-10-01 | 39.7711743801 |
| 2013-11-01 | 40.1389972661 |
| 2013-12-01 | 40.0875948917 |
| 2014-01-01 | 40.1906204850 |
| 2014-02-01 | 40.2943929316 |
| 2014-03-01 | 40.2541099019 |
| 2014-04-01 | 40.3798236274 |
| 2014-05-01 | 40.3959398886 |
| 2014-06-01 | 40.4023511790 |
| 2014-07-01 | 40.7299023134 |
| 2014-08-01 | 40.9279065149 |
| 2014-09-01 | 40.8157122798 |
| 2014-10-01 | 41.1588817932 |
| 2014-11-01 | 41.2864959881 |
| 2014-12-01 | 41.3515430565 |
| 2015-01-01 | 41.0304910935 |
| 2015-02-01 | 41.2386120816 |
| 2015-03-01 | 41.4410475519 |
| 2015-04-01 | 41.5945137974 |
| 2015-05-01 | 41.5828545669 |
| 2015-06-01 | 41.6744664782 |
| 2015-07-01 | 41.7273189313 |
| 2015-08-01 | 41.6975905413 |
| 2015-09-01 | 41.8259710589 |
| 2015-10-01 | 41.9455317529 |
| 2015-11-01 | 41.7002651707 |
| 2015-12-01 | 41.8672617658 |
| 2016-01-01 | 42.1996816968 |
| 2016-02-01 | 42.4003178174 |
| 2016-03-01 | 42.3370275293 |
| 2016-04-01 | 43.1331416541 |
| 2016-05-01 | 42.8833318598 |
| 2016-06-01 | 42.7086425449 |
| 2016-07-01 | 43.2374104219 |
| 2016-08-01 | 43.3902802645 |
| 2016-09-01 | 43.6277703058 |
| 2016-10-01 | 43.1321156179 |
| 2016-11-01 | 43.0964343562 |
| 2016-12-01 | 43.3503835956 |
| 2017-01-01 | 43.8604315239 |
| 2017-02-01 | 43.8583225430 |
| 2017-03-01 | 44.3543973336 |
| 2017-04-01 | 44.3916165721 |
| 2017-05-01 | 44.6032398178 |
| 2017-06-01 | 44.7322152278 |
| 2017-07-01 | 44.4451712795 |
| 2017-08-01 | 44.6041240379 |
| 2017-09-01 | 44.8434239683 |
| 2017-10-01 | 45.0141299639 |
| 2017-11-01 | 44.7588019016 |
| 2017-12-01 | 44.8856764763 |
| 2018-01-01 | 45.0390825963 |
| 2018-02-01 | 45.1303827635 |
| 2018-03-01 | 45.3780518708 |
| 2018-04-01 | 44.8448815197 |
| 2018-05-01 | 44.7388869940 |
| 2018-06-01 | 44.6247929380 |
| 2018-07-01 | 44.9800173927 |
| 2018-08-01 | 44.9390838554 |
| 2018-09-01 | 44.9699130456 |
| 2018-10-01 | 44.9812745673 |
| 2018-11-01 | 45.4142457509 |
| 2018-12-01 | 45.4044008850 |
| 2019-01-01 | 45.1216824979 |
| 2019-02-01 | 45.2974337810 |
| 2019-03-01 | 45.2242456400 |
| 2019-04-01 | 45.2651021365 |
| 2019-05-01 | 45.4802991537 |
| 2019-06-01 | 45.7313963725 |
| 2019-07-01 | 45.7979288321 |
| 2019-08-01 | 46.0743321047 |
| 2019-09-01 | 45.8956888922 |
| 2019-10-01 | 45.8711263177 |
| 2019-11-01 | 46.5554181719 |
| 2019-12-01 | 45.8253097177 |
| 2020-01-01 | 45.9429576612 |
| 2020-02-01 | 45.7780917351 |
| 2020-03-01 | 45.4785488011 |
| 2020-04-01 | 42.9525160279 |
| 2020-05-01 | 43.7925385588 |
| 2020-06-01 | 44.1114024125 |
| 2020-07-01 | 44.2949284023 |
| 2020-08-01 | 44.3049453013 |
| 2020-09-01 | 44.2120806398 |
| 2020-10-01 | 45.1845401923 |
| 2020-11-01 | 45.8573789121 |
| 2020-12-01 | 45.5100925271 |
| 2021-01-01 | 45.4499176567 |
| 2021-02-01 | 45.5499718110 |
| 2021-03-01 | 45.6295202144 |
| 2021-04-01 | 45.5025824865 |
| 2021-05-01 | 45.4697563562 |
| 2021-06-01 | 45.4871164148 |
| 2021-07-01 | 45.3582428722 |
| 2021-08-01 | 45.5244439756 |
| 2021-09-01 | 45.4078385708 |
| 2021-10-01 | 45.9469049900 |
| 2021-11-01 | 46.1081576136 |
| 2021-12-01 | 46.3483925132 |
| 2022-01-01 | 46.4759565318 |
| 2022-02-01 | 46.5218974030 |
| 2022-03-01 | 46.4422971130 |
| 2022-04-01 | 46.5367056229 |
| 2022-05-01 | 46.2042131739 |
| 2022-06-01 | 46.1246303845 |
| 2022-07-01 | 46.1133177023 |
| 2022-08-01 | 46.3390691062 |
| 2022-09-01 | 46.6162848559 |
| 2022-10-01 | 46.4238833848 |
| 2022-11-01 | 46.6191497159 |
| 2022-12-01 | 46.3266206482 |
| 2023-01-01 | 46.1041030546 |
| 2023-02-01 | 46.1820759909 |
| 2023-03-01 | 46.3282922406 |
| 2023-04-01 | 47.1453439397 |
| 2023-05-01 | 47.1244709373 |
| 2023-06-01 | 47.1554850671 |
| 2023-07-01 | 47.4643062041 |
| 2023-08-01 | 47.2557359215 |
| 2023-09-01 | 47.3278817780 |
| 2023-10-01 | 47.1176001863 |
| 2023-11-01 | 47.3199029948 |
| 2023-12-01 | 47.5046285018 |
| 2024-01-01 | 48.1638060763 |
| 2024-02-01 | 48.2562483830 |
| 2024-03-01 | 48.7938238579 |
| 2024-04-01 | 48.1669086202 |
| 2024-05-01 | 48.1279768343 |
| 2024-06-01 | 48.2677948993 |
| 2024-07-01 | 48.5233743677 |
| 2024-08-01 | 48.7749931414 |
| 2024-09-01 | 48.7565299830 |
| 2024-10-01 | 48.6954386363 |
| 2024-11-01 | 48.7201137837 |
| 2024-12-01 | 48.3758444983 |
| 2025-01-01 | 48.7997942926 |
| 2025-02-01 | 48.8391163316 |
| 2025-03-01 | 49.4534015534 |
| 2025-04-01 | 48.5015409808 |
| 2025-05-01 | 48.4558225300 |
| 2025-06-01 | 48.3905611122 |
| 2025-07-01 | 48.2052815403 |
| 2025-08-01 | 48.0987304276 |
| 2025-09-01 | 48.0846726219 |
| 2025-10-01 | 48.2423535862 |
| 2025-11-01 | 48.1856593625 |
| 2025-12-01 | 48.4158055724 |
| 2026-01-01 | 48.4344250236 |
| 2026-02-01 | 48.7355407366 |
| 2026-03-01 | 48.9121399728 |
| 2026-04-01 | 49.3662407251 |
| 2026-05-01 | 49.7046241831 |
| 2026-06-01 | 49.8300446153 |
| 2026-07-01 | 49.5070512316 |
| 2026-08-01 | 49.4222297926 |