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 2026-04-01 |
| Last Updated | 2026-05-26 2:38 PM 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 | 27.9665260027189 |
| 1990-02-01 | 27.8137706831345 |
| 1990-03-01 | 27.1909224010154 |
| 1990-04-01 | 26.2856588773105 |
| 1990-05-01 | 25.8374902690606 |
| 1990-06-01 | 26.0749832336100 |
| 1990-07-01 | 28.5046707776991 |
| 1990-08-01 | 27.8711790119633 |
| 1990-09-01 | 28.1167556262001 |
| 1990-10-01 | 28.2371406619977 |
| 1990-11-01 | 27.9581905533066 |
| 1990-12-01 | 27.0991229870488 |
| 1991-01-01 | 27.3493504766488 |
| 1991-02-01 | 27.0641419909948 |
| 1991-03-01 | 26.7093294440736 |
| 1991-04-01 | 27.2643167184027 |
| 1991-05-01 | 27.1676606895146 |
| 1991-06-01 | 26.8968662859183 |
| 1991-07-01 | 26.4260879629515 |
| 1991-08-01 | 27.4471035246056 |
| 1991-09-01 | 27.1081395022425 |
| 1991-10-01 | 26.3699914579032 |
| 1991-11-01 | 26.2328022109172 |
| 1991-12-01 | 25.5722450153397 |
| 1992-01-01 | 28.0998197952085 |
| 1992-02-01 | 28.3666675776000 |
| 1992-03-01 | 28.7260875907606 |
| 1992-04-01 | 29.3415758509590 |
| 1992-05-01 | 30.3498129391356 |
| 1992-06-01 | 30.8341378830868 |
| 1992-07-01 | 31.9951246263353 |
| 1992-08-01 | 32.1101852225828 |
| 1992-09-01 | 32.4740848200294 |
| 1992-10-01 | 33.0759643128206 |
| 1992-11-01 | 33.4407961254757 |
| 1992-12-01 | 33.3611972977544 |
| 1993-01-01 | 31.5687937272862 |
| 1993-02-01 | 32.3254286039669 |
| 1993-03-01 | 32.6830710400867 |
| 1993-04-01 | 33.0684875232703 |
| 1993-05-01 | 33.4262531701986 |
| 1993-06-01 | 33.9206200199370 |
| 1993-07-01 | 33.4524979404112 |
| 1993-08-01 | 33.5749332958557 |
| 1993-09-01 | 34.1198551232502 |
| 1993-10-01 | 34.5187197041946 |
| 1993-11-01 | 35.2080991038541 |
| 1993-12-01 | 36.6561412176917 |
| 1994-01-01 | 37.7828939163336 |
| 1994-02-01 | 38.7333284617530 |
| 1994-03-01 | 39.1367208161365 |
| 1994-04-01 | 41.3294024508242 |
| 1994-05-01 | 40.8154735517182 |
| 1994-06-01 | 41.3836437382849 |
| 1994-07-01 | 42.9713584273166 |
| 1994-08-01 | 43.5536159035706 |
| 1994-09-01 | 43.9350072462540 |
| 1994-10-01 | 43.9960045797579 |
| 1994-11-01 | 45.7426513679885 |
| 1994-12-01 | 46.6787132035293 |
| 1995-01-01 | 49.2405380025435 |
| 1995-02-01 | 50.5016884464598 |
| 1995-03-01 | 50.8803171196870 |
| 1995-04-01 | 50.4647931807844 |
| 1995-05-01 | 50.5825513366705 |
| 1995-06-01 | 51.3309290841930 |
| 1995-07-01 | 51.7363861836380 |
| 1995-08-01 | 52.3382066988248 |
| 1995-09-01 | 53.2904241717657 |
| 1995-10-01 | 55.5686562224709 |
| 1995-11-01 | 56.5769535801347 |
| 1995-12-01 | 57.7194931765554 |
| 1996-01-01 | 65.2826809464020 |
| 1996-02-01 | 65.5569450789657 |
| 1996-03-01 | 65.9328086888626 |
| 1996-04-01 | 64.5566409129871 |
| 1996-05-01 | 66.5418790199200 |
| 1996-06-01 | 67.6224522858831 |
| 1996-07-01 | 68.1785508106924 |
| 1996-08-01 | 68.2928773007195 |
| 1996-09-01 | 69.3567509579205 |
| 1996-10-01 | 70.0246954888865 |
| 1996-11-01 | 71.1631816355315 |
| 1996-12-01 | 71.4347427930873 |
| 1997-01-01 | 72.0540190981614 |
| 1997-02-01 | 73.6283845301635 |
| 1997-03-01 | 73.3379437261774 |
| 1997-04-01 | 76.8132261500228 |
| 1997-05-01 | 78.3685485573430 |
| 1997-06-01 | 79.1252202350813 |
| 1997-07-01 | 80.2203529815389 |
| 1997-08-01 | 82.0309822433705 |
| 1997-09-01 | 82.8763873901766 |
| 1997-10-01 | 83.8925564820556 |
| 1997-11-01 | 84.0919866511160 |
| 1997-12-01 | 85.9172464148779 |
| 1998-01-01 | 82.3460921240373 |
| 1998-02-01 | 82.9420661567095 |
| 1998-03-01 | 84.3526299777871 |
| 1998-04-01 | 84.2160581022769 |
| 1998-05-01 | 85.3582126330793 |
| 1998-06-01 | 86.4440091551902 |
| 1998-07-01 | 86.7788772782444 |
| 1998-08-01 | 87.9444344170235 |
| 1998-09-01 | 88.0943093157208 |
| 1998-10-01 | 89.3379603461749 |
| 1998-11-01 | 90.8060308699354 |
| 1998-12-01 | 92.1588283752278 |
| 1999-01-01 | 92.7754023329384 |
| 1999-02-01 | 95.4098131627781 |
| 1999-03-01 | 96.0345303408897 |
| 1999-04-01 | 97.9932114364578 |
| 1999-05-01 | 98.7511225138540 |
| 1999-06-01 | 99.7319083044408 |
| 1999-07-01 | 101.9316824541280 |
| 1999-08-01 | 102.9280181665750 |
| 1999-09-01 | 104.2115650563120 |
| 1999-10-01 | 103.3912025588860 |
| 1999-11-01 | 104.4345748131330 |
| 1999-12-01 | 105.3426308008630 |
| 2000-01-01 | 106.3887228130900 |
| 2000-02-01 | 106.5256853751540 |
| 2000-03-01 | 107.9140020861290 |
| 2000-04-01 | 107.2901531530020 |
| 2000-05-01 | 110.7162008712390 |
| 2000-06-01 | 107.9785412224150 |
| 2000-07-01 | 106.1056267577110 |
| 2000-08-01 | 107.2537946106300 |
| 2000-09-01 | 107.3250501428630 |
| 2000-10-01 | 107.2756306547990 |
| 2000-11-01 | 106.8615538470520 |
| 2000-12-01 | 106.7658905055200 |
| 2001-01-01 | 105.5351884352700 |
| 2001-02-01 | 104.8561712848810 |
| 2001-03-01 | 105.0308863181520 |
| 2001-04-01 | 101.8449873467400 |
| 2001-05-01 | 100.0410160601340 |
| 2001-06-01 | 99.2135310688876 |
| 2001-07-01 | 97.2736061041652 |
| 2001-08-01 | 96.2316279027110 |
| 2001-09-01 | 96.1128938551320 |
| 2001-10-01 | 94.4309923891380 |
| 2001-11-01 | 92.3459246366480 |
| 2001-12-01 | 91.9507541091616 |
| 2002-01-01 | 93.9009910290501 |
| 2002-02-01 | 93.7696441029534 |
| 2002-03-01 | 94.7262876644214 |
| 2002-04-01 | 95.5577266474497 |
| 2002-05-01 | 95.4919550475568 |
| 2002-06-01 | 94.9679040700874 |
| 2002-07-01 | 94.7060082928377 |
| 2002-08-01 | 95.0324105275005 |
| 2002-09-01 | 93.6763860266146 |
| 2002-10-01 | 93.5869115801647 |
| 2002-11-01 | 94.7986638763619 |
| 2002-12-01 | 94.2419354164769 |
| 2003-01-01 | 95.8802121240147 |
| 2003-02-01 | 96.7272428326362 |
| 2003-03-01 | 97.2822193169200 |
| 2003-04-01 | 97.3846920632364 |
| 2003-05-01 | 98.6818830572118 |
| 2003-06-01 | 98.3558273645435 |
| 2003-07-01 | 99.1696542073950 |
| 2003-08-01 | 99.1217110903571 |
| 2003-09-01 | 100.6758793086730 |
| 2003-10-01 | 102.0646253589280 |
| 2003-11-01 | 100.8600332012540 |
| 2003-12-01 | 101.9994159174510 |
| 2004-01-01 | 102.3978368085360 |
| 2004-02-01 | 101.0864016175800 |
| 2004-03-01 | 101.1926526315560 |
| 2004-04-01 | 104.3163619842750 |
| 2004-05-01 | 105.4361088987070 |
| 2004-06-01 | 107.5291827657850 |
| 2004-07-01 | 109.8658378923060 |
| 2004-08-01 | 108.9291169863110 |
| 2004-09-01 | 110.0783904460160 |
| 2004-10-01 | 112.8977906941050 |
| 2004-11-01 | 113.3318525588930 |
| 2004-12-01 | 114.9015593510420 |
| 2005-01-01 | 114.5407873647760 |
| 2005-02-01 | 115.2583093683290 |
| 2005-03-01 | 115.9978632911050 |
| 2005-04-01 | 119.1958624886880 |
| 2005-05-01 | 119.1204601514220 |
| 2005-06-01 | 119.8978184712050 |
| 2005-07-01 | 122.1602021950310 |
| 2005-08-01 | 122.6941631383370 |
| 2005-09-01 | 124.1309636983610 |
| 2005-10-01 | 120.7827883105300 |
| 2005-11-01 | 121.6459953417560 |
| 2005-12-01 | 121.3438030159860 |
| 2006-01-01 | 121.7993378641600 |
| 2006-02-01 | 123.9681666220100 |
| 2006-03-01 | 123.9319013396790 |
| 2006-04-01 | 123.7260771168340 |
| 2006-05-01 | 125.0757059809340 |
| 2006-06-01 | 125.9722449697940 |
| 2006-07-01 | 124.9285446078450 |
| 2006-08-01 | 125.0944973553920 |
| 2006-09-01 | 126.2217687522890 |
| 2006-10-01 | 124.0268473538390 |
| 2006-11-01 | 123.6526597131310 |
| 2006-12-01 | 122.9244135797340 |
| 2007-01-01 | 121.5172987624860 |
| 2007-02-01 | 121.0981780984980 |
| 2007-03-01 | 121.8765847519020 |
| 2007-04-01 | 119.7540611309570 |
| 2007-05-01 | 119.9539431775580 |
| 2007-06-01 | 119.7528670234740 |
| 2007-07-01 | 119.7643469747480 |
| 2007-08-01 | 119.6756915938170 |
| 2007-09-01 | 119.7301068602890 |
| 2007-10-01 | 119.4010853633500 |
| 2007-11-01 | 119.2302500840120 |
| 2007-12-01 | 116.7433749071580 |
| 2008-01-01 | 117.5155053802900 |
| 2008-02-01 | 116.3482730245260 |
| 2008-03-01 | 113.3145009068840 |
| 2008-04-01 | 111.5429698874080 |
| 2008-05-01 | 109.1564757029980 |
| 2008-06-01 | 107.1781716267220 |
| 2008-07-01 | 105.3240995632760 |
| 2008-08-01 | 104.8529577977430 |
| 2008-09-01 | 102.6979821778270 |
| 2008-10-01 | 99.4270667277533 |
| 2008-11-01 | 96.5106713876389 |
| 2008-12-01 | 93.9698983817194 |
| 2009-01-01 | 91.4186320072261 |
| 2009-02-01 | 88.6482408720388 |
| 2009-03-01 | 86.0140087879196 |
| 2009-04-01 | 84.4255793199370 |
| 2009-05-01 | 83.0979595473040 |
| 2009-06-01 | 81.8962464470238 |
| 2009-07-01 | 82.4259943282699 |
| 2009-08-01 | 79.7427400458209 |
| 2009-09-01 | 80.5951504192328 |
| 2009-10-01 | 82.4822964904760 |
| 2009-11-01 | 83.3788150380434 |
| 2009-12-01 | 82.0366404182660 |
| 2010-01-01 | 81.9743990420131 |
| 2010-02-01 | 81.0277528647377 |
| 2010-03-01 | 82.1025803954990 |
| 2010-04-01 | 83.5598110891996 |
| 2010-05-01 | 82.8810610764349 |
| 2010-06-01 | 82.5160185475832 |
| 2010-07-01 | 81.6391065618897 |
| 2010-08-01 | 81.3719725750960 |
| 2010-09-01 | 81.5548079461165 |
| 2010-10-01 | 83.2747772751918 |
| 2010-11-01 | 82.6492258287196 |
| 2010-12-01 | 83.6073933299955 |
| 2011-01-01 | 83.8885529869163 |
| 2011-02-01 | 85.7255812695505 |
| 2011-03-01 | 85.7018687707818 |
| 2011-04-01 | 85.4037902926751 |
| 2011-05-01 | 84.4002001723160 |
| 2011-06-01 | 83.9087688934389 |
| 2011-07-01 | 85.2217355485554 |
| 2011-08-01 | 84.7023336531864 |
| 2011-09-01 | 85.2264143485643 |
| 2011-10-01 | 84.5681430251691 |
| 2011-11-01 | 84.9996208848007 |
| 2011-12-01 | 86.2850362710895 |
| 2012-01-01 | 87.0499427674441 |
| 2012-02-01 | 88.3066123141885 |
| 2012-03-01 | 88.4609406649674 |
| 2012-04-01 | 88.6564144251551 |
| 2012-05-01 | 89.2613756178455 |
| 2012-06-01 | 91.0700812211860 |
| 2012-07-01 | 90.9535856931625 |
| 2012-08-01 | 92.5745330044467 |
| 2012-09-01 | 92.5268028255443 |
| 2012-10-01 | 90.8188784145860 |
| 2012-11-01 | 92.6910908633728 |
| 2012-12-01 | 93.1528656727223 |
| 2013-01-01 | 94.3359131693937 |
| 2013-02-01 | 92.6020246103061 |
| 2013-03-01 | 93.6340617457902 |
| 2013-04-01 | 93.9617708230629 |
| 2013-05-01 | 95.5336866393614 |
| 2013-06-01 | 96.0528465557856 |
| 2013-07-01 | 96.3036253492925 |
| 2013-08-01 | 95.9820411987239 |
| 2013-09-01 | 93.7385721818395 |
| 2013-10-01 | 94.8771862222192 |
| 2013-11-01 | 97.6981577710640 |
| 2013-12-01 | 97.3288093817946 |
| 2014-01-01 | 92.1952538087781 |
| 2014-02-01 | 91.5214829416869 |
| 2014-03-01 | 91.9854969375007 |
| 2014-04-01 | 92.6186559362538 |
| 2014-05-01 | 93.4899409717294 |
| 2014-06-01 | 94.0665622805998 |
| 2014-07-01 | 93.1276107502327 |
| 2014-08-01 | 94.1567268855898 |
| 2014-09-01 | 94.5958229501934 |
| 2014-10-01 | 94.9437211871748 |
| 2014-11-01 | 96.7882860348513 |
| 2014-12-01 | 96.9373877098536 |
| 2015-01-01 | 96.6684346792510 |
| 2015-02-01 | 97.2470850160743 |
| 2015-03-01 | 96.9254476175498 |
| 2015-04-01 | 97.3661699438243 |
| 2015-05-01 | 97.4829551081898 |
| 2015-06-01 | 97.2465917163401 |
| 2015-07-01 | 98.9753797526933 |
| 2015-08-01 | 98.5733003083891 |
| 2015-09-01 | 99.6919826323387 |
| 2015-10-01 | 101.4142258035860 |
| 2015-11-01 | 102.8594787987560 |
| 2015-12-01 | 102.5060157398650 |
| 2016-01-01 | 99.9199163270655 |
| 2016-02-01 | 99.8711264315581 |
| 2016-03-01 | 100.0996653454200 |
| 2016-04-01 | 99.9382649893666 |
| 2016-05-01 | 99.3126461187323 |
| 2016-06-01 | 97.6009119895068 |
| 2016-07-01 | 100.4434024768410 |
| 2016-08-01 | 100.5195514833540 |
| 2016-09-01 | 101.7962909853870 |
| 2016-10-01 | 101.2209692679860 |
| 2016-11-01 | 98.1810088988233 |
| 2016-12-01 | 96.8930629264134 |
| 2017-01-01 | 98.7812455416044 |
| 2017-02-01 | 97.5805431875475 |
| 2017-03-01 | 97.4764592757999 |
| 2017-04-01 | 99.5378302826173 |
| 2017-05-01 | 99.9278097852440 |
| 2017-06-01 | 98.6902453859781 |
| 2017-07-01 | 97.8207203732833 |
| 2017-08-01 | 98.0509757175254 |
| 2017-09-01 | 100.2489051055910 |
| 2017-10-01 | 98.8503774495029 |
| 2017-11-01 | 98.7728549840485 |
| 2017-12-01 | 99.2200511397086 |
| 2018-01-01 | 99.8267178734245 |
| 2018-02-01 | 101.3299093010660 |
| 2018-03-01 | 101.9937694425000 |
| 2018-04-01 | 101.0764597251910 |
| 2018-05-01 | 101.8506310540460 |
| 2018-06-01 | 102.8813958031290 |
| 2018-07-01 | 103.3571494393130 |
| 2018-08-01 | 103.3233425797810 |
| 2018-09-01 | 103.9957282191230 |
| 2018-10-01 | 103.2225968620740 |
| 2018-11-01 | 103.9004543001200 |
| 2018-12-01 | 104.2127067064900 |
| 2019-01-01 | 103.5872957500550 |
| 2019-02-01 | 103.5963227521570 |
| 2019-03-01 | 104.6882481862920 |
| 2019-04-01 | 105.4904664298470 |
| 2019-05-01 | 105.5151654751370 |
| 2019-06-01 | 107.7368738110210 |
| 2019-07-01 | 109.4844965372500 |
| 2019-08-01 | 108.6847861217890 |
| 2019-09-01 | 109.5879420301570 |
| 2019-10-01 | 109.9668177380310 |
| 2019-11-01 | 111.7254820848500 |
| 2019-12-01 | 112.3277836160040 |
| 2020-01-01 | 112.0764137949300 |
| 2020-02-01 | 110.6697753824090 |
| 2020-03-01 | 109.4535255818860 |
| 2020-04-01 | 93.1028826894546 |
| 2020-05-01 | 100.5379242340860 |
| 2020-06-01 | 102.7408633431260 |
| 2020-07-01 | 95.4513813001195 |
| 2020-08-01 | 97.4353672733668 |
| 2020-09-01 | 97.3040115749700 |
| 2020-10-01 | 100.1898191088850 |
| 2020-11-01 | 100.3501134209670 |
| 2020-12-01 | 101.3102640004850 |
| 2021-01-01 | 103.3610568015360 |
| 2021-02-01 | 105.3106291407150 |
| 2021-03-01 | 106.4181476425250 |
| 2021-04-01 | 105.7030193298920 |
| 2021-05-01 | 106.6184681627700 |
| 2021-06-01 | 105.2936910247600 |
| 2021-07-01 | 105.6711393987750 |
| 2021-08-01 | 106.3368372627850 |
| 2021-09-01 | 106.8767085499640 |
| 2021-10-01 | 110.8042758756400 |
| 2021-11-01 | 110.8862583205430 |
| 2021-12-01 | 111.3777268075670 |
| 2022-01-01 | 110.7906966405090 |
| 2022-02-01 | 112.1005127349730 |
| 2022-03-01 | 112.2066077951470 |
| 2022-04-01 | 116.5095439686070 |
| 2022-05-01 | 116.2711759845850 |
| 2022-06-01 | 116.0907782194420 |
| 2022-07-01 | 116.5818667587580 |
| 2022-08-01 | 116.6214500669570 |
| 2022-09-01 | 116.8063558932290 |
| 2022-10-01 | 115.4196872384750 |
| 2022-11-01 | 114.1190776627490 |
| 2022-12-01 | 113.7523798843180 |
| 2023-01-01 | 114.3857655986080 |
| 2023-02-01 | 115.9938382951010 |
| 2023-03-01 | 115.4498724579040 |
| 2023-04-01 | 114.5963272406270 |
| 2023-05-01 | 112.8310154598920 |
| 2023-06-01 | 111.9321616194830 |
| 2023-07-01 | 110.6951454212130 |
| 2023-08-01 | 111.2983873736480 |
| 2023-09-01 | 111.4399791027840 |
| 2023-10-01 | 109.8126771798140 |
| 2023-11-01 | 110.9866288983920 |
| 2023-12-01 | 110.5519391036430 |
| 2024-01-01 | 111.5475417171380 |
| 2024-02-01 | 110.5931085240350 |
| 2024-03-01 | 112.0745746714890 |
| 2024-04-01 | 109.5585340527120 |
| 2024-05-01 | 108.6820834818010 |
| 2024-06-01 | 106.7937118933440 |
| 2024-07-01 | 106.8369770083840 |
| 2024-08-01 | 106.4982735117750 |
| 2024-09-01 | 105.9750348900220 |
| 2024-10-01 | 104.7073738949930 |
| 2024-11-01 | 102.7670975879890 |
| 2024-12-01 | 101.9298150852900 |
| 2025-01-01 | 102.7014592727060 |
| 2025-02-01 | 100.6726304601050 |
| 2025-03-01 | 100.1920615526710 |
| 2025-04-01 | 100.2584036938870 |
| 2025-05-01 | 100.4053064300090 |
| 2025-06-01 | 101.9654236259670 |
| 2025-07-01 | 102.1159292087230 |
| 2025-08-01 | 102.3175523406100 |
| 2025-09-01 | 102.1345374597320 |
| 2025-10-01 | 104.9848886417180 |
| 2025-11-01 | 107.4255945230790 |
| 2025-12-01 | 108.1754720265060 |
| 2026-01-01 | 106.1839774849780 |
| 2026-02-01 | 108.4945452847790 |
| 2026-03-01 | 109.1601288653070 |
| 2026-04-01 | 110.0669061607990 |