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 2026-05-01 |
| Last Updated | 2026-06-24 10:51 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 | 27.9665377673691 |
| 1990-02-01 | 27.8137721081788 |
| 1990-03-01 | 27.1909224893126 |
| 1990-04-01 | 26.2856581337723 |
| 1990-05-01 | 25.8374894268168 |
| 1990-06-01 | 26.0749823445782 |
| 1990-07-01 | 28.5046693697504 |
| 1990-08-01 | 27.8711788658960 |
| 1990-09-01 | 28.1167537211358 |
| 1990-10-01 | 28.2371370667548 |
| 1990-11-01 | 27.9581885239040 |
| 1990-12-01 | 27.0991189894259 |
| 1991-01-01 | 27.3493644434561 |
| 1991-02-01 | 27.0641440988568 |
| 1991-03-01 | 26.7093302979263 |
| 1991-04-01 | 27.2643160220169 |
| 1991-05-01 | 27.1676601714080 |
| 1991-06-01 | 26.8968659248951 |
| 1991-07-01 | 26.4260862238302 |
| 1991-08-01 | 27.4471016578121 |
| 1991-09-01 | 27.1081352361358 |
| 1991-10-01 | 26.3699876507263 |
| 1991-11-01 | 26.2327963062321 |
| 1991-12-01 | 25.5722378283786 |
| 1992-01-01 | 28.0998462563979 |
| 1992-02-01 | 28.3666696128561 |
| 1992-03-01 | 28.7260879192800 |
| 1992-04-01 | 29.3415760357100 |
| 1992-05-01 | 30.3498133675883 |
| 1992-06-01 | 30.8341380150638 |
| 1992-07-01 | 31.9951225210546 |
| 1992-08-01 | 32.1101811769639 |
| 1992-09-01 | 32.4740772175622 |
| 1992-10-01 | 33.0759590936654 |
| 1992-11-01 | 33.4407833118058 |
| 1992-12-01 | 33.3611799634707 |
| 1993-01-01 | 31.5688389102191 |
| 1993-02-01 | 32.3254350871854 |
| 1993-03-01 | 32.6830723704675 |
| 1993-04-01 | 33.0684890439793 |
| 1993-05-01 | 33.4262547075897 |
| 1993-06-01 | 33.9206201897108 |
| 1993-07-01 | 33.4524947357140 |
| 1993-08-01 | 33.5749262762750 |
| 1993-09-01 | 34.1198435586375 |
| 1993-10-01 | 34.5187123713931 |
| 1993-11-01 | 35.2080783500083 |
| 1993-12-01 | 36.6561137004235 |
| 1994-01-01 | 37.7829585385429 |
| 1994-02-01 | 38.7333397403998 |
| 1994-03-01 | 39.1367228382940 |
| 1994-04-01 | 41.3294062984891 |
| 1994-05-01 | 40.8154762014882 |
| 1994-06-01 | 41.3836433290376 |
| 1994-07-01 | 42.9713541100423 |
| 1994-08-01 | 43.5536069566534 |
| 1994-09-01 | 43.9349928464209 |
| 1994-10-01 | 43.9959940615300 |
| 1994-11-01 | 45.7426258868950 |
| 1994-12-01 | 46.6786782155909 |
| 1995-01-01 | 49.2406103256173 |
| 1995-02-01 | 50.5017069847481 |
| 1995-03-01 | 50.8803217341978 |
| 1995-04-01 | 50.4647987322708 |
| 1995-05-01 | 50.5825543144750 |
| 1995-06-01 | 51.3309278090489 |
| 1995-07-01 | 51.7363806372107 |
| 1995-08-01 | 52.3381964660272 |
| 1995-09-01 | 53.2904087286269 |
| 1995-10-01 | 55.5686447830900 |
| 1995-11-01 | 56.5769270450620 |
| 1995-12-01 | 57.7194575137477 |
| 1996-01-01 | 65.2827515823459 |
| 1996-02-01 | 65.5569657960113 |
| 1996-03-01 | 65.9328137502554 |
| 1996-04-01 | 64.5566478061395 |
| 1996-05-01 | 66.5418819686016 |
| 1996-06-01 | 67.6224502198949 |
| 1996-07-01 | 68.1785450551225 |
| 1996-08-01 | 68.2928681074224 |
| 1996-09-01 | 69.3567374602832 |
| 1996-10-01 | 70.0246841622756 |
| 1996-11-01 | 71.1631589239225 |
| 1996-12-01 | 71.4347096935244 |
| 1997-01-01 | 72.0540766317588 |
| 1997-02-01 | 73.6284063400756 |
| 1997-03-01 | 73.3379497220140 |
| 1997-04-01 | 76.8132325103138 |
| 1997-05-01 | 78.3685507107935 |
| 1997-06-01 | 79.1252174981090 |
| 1997-07-01 | 80.2203472609719 |
| 1997-08-01 | 82.0309749481851 |
| 1997-09-01 | 82.8763773969925 |
| 1997-10-01 | 83.8925470775900 |
| 1997-11-01 | 84.0919711504268 |
| 1997-12-01 | 85.9172238411498 |
| 1998-01-01 | 82.3461295070912 |
| 1998-02-01 | 82.9420833598853 |
| 1998-03-01 | 84.3526350710564 |
| 1998-04-01 | 84.2160632275791 |
| 1998-05-01 | 85.3582138531573 |
| 1998-06-01 | 86.4440064973928 |
| 1998-07-01 | 86.7788727437615 |
| 1998-08-01 | 87.9444298079840 |
| 1998-09-01 | 88.0943033834493 |
| 1998-10-01 | 89.3379535164439 |
| 1998-11-01 | 90.8060232519710 |
| 1998-12-01 | 92.1588166943298 |
| 1999-01-01 | 92.7754193766083 |
| 1999-02-01 | 95.4098250147975 |
| 1999-03-01 | 96.0345346589948 |
| 1999-04-01 | 97.9932143543048 |
| 1999-05-01 | 98.7511228559177 |
| 1999-06-01 | 99.7319063441849 |
| 1999-07-01 | 101.9316792528830 |
| 1999-08-01 | 102.9280154999260 |
| 1999-09-01 | 104.2115621061740 |
| 1999-10-01 | 103.3911993644580 |
| 1999-11-01 | 104.4345721976480 |
| 1999-12-01 | 105.3426278070900 |
| 2000-01-01 | 106.3887283193060 |
| 2000-02-01 | 106.5256901658950 |
| 2000-03-01 | 107.9140040747170 |
| 2000-04-01 | 107.2901545013980 |
| 2000-05-01 | 110.7162009443660 |
| 2000-06-01 | 107.9785402947110 |
| 2000-07-01 | 106.1056252434130 |
| 2000-08-01 | 107.2537935538810 |
| 2000-09-01 | 107.3250492170520 |
| 2000-10-01 | 107.2756298013450 |
| 2000-11-01 | 106.8615530119980 |
| 2000-12-01 | 106.7658890286380 |
| 2001-01-01 | 105.5351907585150 |
| 2001-02-01 | 104.8561728674710 |
| 2001-03-01 | 105.0308870915900 |
| 2001-04-01 | 101.8449875315610 |
| 2001-05-01 | 100.0410160838630 |
| 2001-06-01 | 99.2135306573416 |
| 2001-07-01 | 97.2736053960759 |
| 2001-08-01 | 96.2316276596764 |
| 2001-09-01 | 96.1128937244004 |
| 2001-10-01 | 94.4309922995867 |
| 2001-11-01 | 92.3459244053658 |
| 2001-12-01 | 91.9507540529915 |
| 2002-01-01 | 93.9009912919376 |
| 2002-02-01 | 93.7696443791778 |
| 2002-03-01 | 94.7262880093994 |
| 2002-04-01 | 95.5577266627956 |
| 2002-05-01 | 95.4919550602191 |
| 2002-06-01 | 94.9679039798388 |
| 2002-07-01 | 94.7060080777398 |
| 2002-08-01 | 95.0324105290929 |
| 2002-09-01 | 93.6763860768309 |
| 2002-10-01 | 93.5869115213529 |
| 2002-11-01 | 94.7986636851384 |
| 2002-12-01 | 94.2419352698572 |
| 2003-01-01 | 95.8802122014358 |
| 2003-02-01 | 96.7272429343968 |
| 2003-03-01 | 97.2822195070641 |
| 2003-04-01 | 97.3846921670838 |
| 2003-05-01 | 98.6818830995973 |
| 2003-06-01 | 98.3558273383715 |
| 2003-07-01 | 99.1696541136808 |
| 2003-08-01 | 99.1217110786393 |
| 2003-09-01 | 100.6758795105060 |
| 2003-10-01 | 102.0646251812190 |
| 2003-11-01 | 100.8600330497480 |
| 2003-12-01 | 101.9994157562580 |
| 2004-01-01 | 102.3978367627400 |
| 2004-02-01 | 101.0864015966440 |
| 2004-03-01 | 101.1926526930870 |
| 2004-04-01 | 104.3163621860160 |
| 2004-05-01 | 105.4361090102910 |
| 2004-06-01 | 107.5291829215360 |
| 2004-07-01 | 109.8658380879190 |
| 2004-08-01 | 108.9291170533030 |
| 2004-09-01 | 110.0783907169820 |
| 2004-10-01 | 112.8977901588670 |
| 2004-11-01 | 113.3318521686920 |
| 2004-12-01 | 114.9015587159010 |
| 2005-01-01 | 114.5407871537210 |
| 2005-02-01 | 115.2583093877580 |
| 2005-03-01 | 115.9978635133300 |
| 2005-04-01 | 119.1958630520500 |
| 2005-05-01 | 119.1204607486470 |
| 2005-06-01 | 119.8978190698080 |
| 2005-07-01 | 122.1602027674490 |
| 2005-08-01 | 122.6941633067240 |
| 2005-09-01 | 124.1309637653470 |
| 2005-10-01 | 120.7827869727370 |
| 2005-11-01 | 121.6459940999440 |
| 2005-12-01 | 121.3438014001120 |
| 2006-01-01 | 121.7993372740270 |
| 2006-02-01 | 123.9681668588250 |
| 2006-03-01 | 123.9319023090500 |
| 2006-04-01 | 123.7260785207390 |
| 2006-05-01 | 125.0757075698020 |
| 2006-06-01 | 125.9722466322780 |
| 2006-07-01 | 124.9285459925490 |
| 2006-08-01 | 125.0944973915900 |
| 2006-09-01 | 126.2217676892210 |
| 2006-10-01 | 124.0268474328110 |
| 2006-11-01 | 123.6526514110910 |
| 2006-12-01 | 122.9244126694990 |
| 2007-01-01 | 121.5172986731310 |
| 2007-02-01 | 121.0981783058770 |
| 2007-03-01 | 121.8765854292520 |
| 2007-04-01 | 119.7540688807500 |
| 2007-05-01 | 119.9539448114450 |
| 2007-06-01 | 119.7528689490020 |
| 2007-07-01 | 119.7643486242590 |
| 2007-08-01 | 119.6756907295190 |
| 2007-09-01 | 119.7301031670950 |
| 2007-10-01 | 119.4010857400400 |
| 2007-11-01 | 119.2302344868150 |
| 2007-12-01 | 116.7433756894020 |
| 2008-01-01 | 117.5155073396180 |
| 2008-02-01 | 116.3482750001040 |
| 2008-03-01 | 113.3145027197030 |
| 2008-04-01 | 111.5429847420510 |
| 2008-05-01 | 109.1564774928680 |
| 2008-06-01 | 107.1781730654590 |
| 2008-07-01 | 105.3240992158820 |
| 2008-08-01 | 104.8529533170180 |
| 2008-09-01 | 102.6979726864230 |
| 2008-10-01 | 99.4270650889195 |
| 2008-11-01 | 96.5106482495897 |
| 2008-12-01 | 93.9699032616549 |
| 2009-01-01 | 91.4186404120623 |
| 2009-02-01 | 88.6482495366773 |
| 2009-03-01 | 86.0140154833618 |
| 2009-04-01 | 84.4256028354216 |
| 2009-05-01 | 83.0979607523618 |
| 2009-06-01 | 81.8962455988990 |
| 2009-07-01 | 82.4259867209257 |
| 2009-08-01 | 79.7427256280678 |
| 2009-09-01 | 80.5951314100586 |
| 2009-10-01 | 82.4822893791951 |
| 2009-11-01 | 83.3787836184195 |
| 2009-12-01 | 82.0366387934304 |
| 2010-01-01 | 81.9744505134738 |
| 2010-02-01 | 81.0277636736207 |
| 2010-03-01 | 82.1025936154927 |
| 2010-04-01 | 83.5598412405965 |
| 2010-05-01 | 82.8810623304012 |
| 2010-06-01 | 82.5160139278822 |
| 2010-07-01 | 81.6390918983109 |
| 2010-08-01 | 81.3719400020223 |
| 2010-09-01 | 81.5547664766572 |
| 2010-10-01 | 83.2747606146115 |
| 2010-11-01 | 82.6492287058264 |
| 2010-12-01 | 83.6073166813764 |
| 2011-01-01 | 83.8886808319713 |
| 2011-02-01 | 85.7256117272287 |
| 2011-03-01 | 85.7018926789764 |
| 2011-04-01 | 85.4038241521682 |
| 2011-05-01 | 84.4001991266730 |
| 2011-06-01 | 83.9087547782918 |
| 2011-07-01 | 85.2217075411713 |
| 2011-08-01 | 84.7022830484578 |
| 2011-09-01 | 85.2263553169621 |
| 2011-10-01 | 84.5681192416794 |
| 2011-11-01 | 84.9996686861014 |
| 2011-12-01 | 86.2848849505787 |
| 2012-01-01 | 87.0501441422396 |
| 2012-02-01 | 88.3066569951821 |
| 2012-03-01 | 88.4609681035798 |
| 2012-04-01 | 88.6564369088267 |
| 2012-05-01 | 89.2613646278199 |
| 2012-06-01 | 91.0700559064076 |
| 2012-07-01 | 90.9535496711066 |
| 2012-08-01 | 92.5744746610837 |
| 2012-09-01 | 92.5267495045074 |
| 2012-10-01 | 90.8188857302495 |
| 2012-11-01 | 92.6911863979151 |
| 2012-12-01 | 93.1526093529614 |
| 2013-01-01 | 94.3361728154792 |
| 2013-02-01 | 92.6020845146568 |
| 2013-03-01 | 93.6340710852637 |
| 2013-04-01 | 93.9617573458441 |
| 2013-05-01 | 95.5336580810152 |
| 2013-06-01 | 96.0528175979275 |
| 2013-07-01 | 96.3035787253903 |
| 2013-08-01 | 95.9819756121077 |
| 2013-09-01 | 93.7385956572782 |
| 2013-10-01 | 94.8772746858347 |
| 2013-11-01 | 97.6982075378512 |
| 2013-12-01 | 97.3285724594281 |
| 2014-01-01 | 92.1955241793850 |
| 2014-02-01 | 91.5215783098752 |
| 2014-03-01 | 91.9852377242065 |
| 2014-04-01 | 92.6186857756907 |
| 2014-05-01 | 93.4899375912523 |
| 2014-06-01 | 94.0665287719792 |
| 2014-07-01 | 93.1275330447300 |
| 2014-08-01 | 94.1566441380910 |
| 2014-09-01 | 94.5960673048486 |
| 2014-10-01 | 94.9439343785038 |
| 2014-11-01 | 96.7883584298204 |
| 2014-12-01 | 96.9372264774861 |
| 2015-01-01 | 96.6686233228132 |
| 2015-02-01 | 97.2470589631949 |
| 2015-03-01 | 96.9247428635282 |
| 2015-04-01 | 97.3661448481600 |
| 2015-05-01 | 97.4829826563340 |
| 2015-06-01 | 97.2466312893316 |
| 2015-07-01 | 98.9753637680777 |
| 2015-08-01 | 98.5732932390184 |
| 2015-09-01 | 99.6925603393735 |
| 2015-10-01 | 101.4146986295300 |
| 2015-11-01 | 102.8596906974250 |
| 2015-12-01 | 102.5061258789000 |
| 2016-01-01 | 99.9199562195269 |
| 2016-02-01 | 99.8707504765809 |
| 2016-03-01 | 100.0980733461300 |
| 2016-04-01 | 99.9376545246416 |
| 2016-05-01 | 99.3131267144462 |
| 2016-06-01 | 97.6007772953728 |
| 2016-07-01 | 100.4430138455640 |
| 2016-08-01 | 100.5199803484590 |
| 2016-09-01 | 101.7977394120700 |
| 2016-10-01 | 101.2223686347760 |
| 2016-11-01 | 98.1819127741495 |
| 2016-12-01 | 96.8935862421485 |
| 2017-01-01 | 98.7812674535702 |
| 2017-02-01 | 97.5799565991991 |
| 2017-03-01 | 97.4723444384642 |
| 2017-04-01 | 99.5346075543199 |
| 2017-05-01 | 99.9294976192792 |
| 2017-06-01 | 98.6898289785029 |
| 2017-07-01 | 97.8200072792889 |
| 2017-08-01 | 98.0522894060391 |
| 2017-09-01 | 100.2518917803100 |
| 2017-10-01 | 98.8543855405088 |
| 2017-11-01 | 98.7749262383628 |
| 2017-12-01 | 99.2210849822608 |
| 2018-01-01 | 99.8263724341406 |
| 2018-02-01 | 101.3285524884020 |
| 2018-03-01 | 101.9864653277030 |
| 2018-04-01 | 101.0696038378140 |
| 2018-05-01 | 101.8526647910520 |
| 2018-06-01 | 102.8804845810000 |
| 2018-07-01 | 103.3555356072650 |
| 2018-08-01 | 103.3235935235590 |
| 2018-09-01 | 104.0017712730280 |
| 2018-10-01 | 103.2374127146220 |
| 2018-11-01 | 103.9015555316360 |
| 2018-12-01 | 104.2129259430560 |
| 2019-01-01 | 103.5861051395720 |
| 2019-02-01 | 103.5939247642580 |
| 2019-03-01 | 104.6782485741980 |
| 2019-04-01 | 105.4748365138120 |
| 2019-05-01 | 105.5183375915310 |
| 2019-06-01 | 107.7363468219290 |
| 2019-07-01 | 109.4826081395460 |
| 2019-08-01 | 108.6842788422750 |
| 2019-09-01 | 109.5978114748000 |
| 2019-10-01 | 109.9929930457750 |
| 2019-11-01 | 111.7262267693320 |
| 2019-12-01 | 112.3281755376880 |
| 2020-01-01 | 112.0752237635390 |
| 2020-02-01 | 110.6604937993840 |
| 2020-03-01 | 109.4425594535660 |
| 2020-04-01 | 93.0797267604540 |
| 2020-05-01 | 100.5409539264070 |
| 2020-06-01 | 102.7410961276570 |
| 2020-07-01 | 95.4500262900857 |
| 2020-08-01 | 97.4342445812151 |
| 2020-09-01 | 97.3177346285056 |
| 2020-10-01 | 100.2293361281350 |
| 2020-11-01 | 100.3507527175280 |
| 2020-12-01 | 101.3114191764790 |
| 2021-01-01 | 103.3607018161240 |
| 2021-02-01 | 105.2949358917830 |
| 2021-03-01 | 106.3903958845520 |
| 2021-04-01 | 105.6738372110540 |
| 2021-05-01 | 106.6236979692450 |
| 2021-06-01 | 105.2991517616880 |
| 2021-07-01 | 105.6766403055570 |
| 2021-08-01 | 106.3419905783170 |
| 2021-09-01 | 106.8956704343240 |
| 2021-10-01 | 110.8493894998410 |
| 2021-11-01 | 110.8872419091060 |
| 2021-12-01 | 111.3770750618870 |
| 2022-01-01 | 110.7960866264560 |
| 2022-02-01 | 112.0668887449280 |
| 2022-03-01 | 112.1521373871840 |
| 2022-04-01 | 116.4747697127930 |
| 2022-05-01 | 116.2769061208320 |
| 2022-06-01 | 116.1094556194980 |
| 2022-07-01 | 116.6085450540760 |
| 2022-08-01 | 116.6467634189160 |
| 2022-09-01 | 116.8218738230140 |
| 2022-10-01 | 115.4793365147080 |
| 2022-11-01 | 114.1108747971770 |
| 2022-12-01 | 113.7415014345900 |
| 2023-01-01 | 114.3936169887560 |
| 2023-02-01 | 115.9497063225870 |
| 2023-03-01 | 115.3609919963730 |
| 2023-04-01 | 114.4892307650100 |
| 2023-05-01 | 112.8796340998820 |
| 2023-06-01 | 111.9885419002040 |
| 2023-07-01 | 110.7575914634210 |
| 2023-08-01 | 111.3561311784470 |
| 2023-09-01 | 111.4562831052090 |
| 2023-10-01 | 109.8717129073080 |
| 2023-11-01 | 110.9612502118540 |
| 2023-12-01 | 110.5222794970900 |
| 2024-01-01 | 111.5513957500920 |
| 2024-02-01 | 110.5319409433850 |
| 2024-03-01 | 111.9591484643580 |
| 2024-04-01 | 109.3571634916670 |
| 2024-05-01 | 108.8033522970830 |
| 2024-06-01 | 106.8923770813570 |
| 2024-07-01 | 106.9377651262040 |
| 2024-08-01 | 106.5899501614360 |
| 2024-09-01 | 105.9878077376210 |
| 2024-10-01 | 104.7660082603620 |
| 2024-11-01 | 102.7196394203960 |
| 2024-12-01 | 101.8790924236500 |
| 2025-01-01 | 102.6949847933320 |
| 2025-02-01 | 100.6078845749670 |
| 2025-03-01 | 100.0489732673290 |
| 2025-04-01 | 99.9433407668640 |
| 2025-05-01 | 100.6217478420180 |
| 2025-06-01 | 102.1069686528180 |
| 2025-07-01 | 102.2485689393390 |
| 2025-08-01 | 102.4358615872830 |
| 2025-09-01 | 102.1511445786650 |
| 2025-10-01 | 105.0319891534600 |
| 2025-11-01 | 107.3573721477170 |
| 2025-12-01 | 108.1029318479030 |
| 2026-01-01 | 106.1660763944580 |
| 2026-02-01 | 108.4187865658790 |
| 2026-03-01 | 109.0012745792620 |
| 2026-04-01 | 110.2785591654570 |
| 2026-05-01 | 109.5016933055880 |