Title: All Employees: Professional and Business Services: Waste Management and Remediation Services in Chicago-Naperville-Arlington Heights, IL (MD) Series ID: SMU17169746056200001SA 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 2024-02-01 Last Updated: 2024-03-23 6:48 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU17169746056200001). 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 9.2949929795890400 1990-02-01 9.3616456162759610 1990-03-01 9.4738427272005090 1990-04-01 9.7632740018484200 1990-05-01 9.9738694915316000 1990-06-01 10.0953195422723000 1990-07-01 10.1753559111430980 1990-08-01 10.0556381225529000 1990-09-01 10.0291007813205000 1990-10-01 9.9051510787948400 1990-11-01 9.9498740320404500 1990-12-01 9.8266106497627000 1991-01-01 8.7011568163138090 1991-02-01 8.6579841016887600 1991-03-01 8.5668999255870900 1991-04-01 8.0618097155011400 1991-05-01 8.1556255805046000 1991-06-01 8.0910132980595490 1991-07-01 8.1899612323113000 1991-08-01 8.1580759423963500 1991-09-01 8.3442070206262000 1991-10-01 8.4118168825215810 1991-11-01 8.3568922762777400 1991-12-01 8.6204985128852500 1992-01-01 8.2089908316974100 1992-02-01 8.1439293575363490 1992-03-01 7.9429473852456605 1992-04-01 8.1625153007093400 1992-05-01 8.1297808315661800 1992-06-01 8.1919315435973800 1992-07-01 8.1243054779103500 1992-08-01 8.1542899018809490 1992-09-01 8.0570640517051300 1992-10-01 7.7222417974835200 1992-11-01 7.8712537989958710 1992-12-01 7.8139376478887110 1993-01-01 8.1174738709965710 1993-02-01 8.1333862905836990 1993-03-01 8.1233508183309900 1993-04-01 7.3485523834774190 1993-05-01 7.2845287312644800 1993-06-01 7.2866553778200900 1993-07-01 7.2797786170265400 1993-08-01 7.1555784554028700 1993-09-01 6.9726314965252400 1993-10-01 7.0417200707255190 1993-11-01 7.0866611005618900 1993-12-01 7.0020672068620600 1994-01-01 6.8165366700689200 1994-02-01 6.8119929548907105 1994-03-01 6.8055166064138000 1994-04-01 6.7273274415352500 1994-05-01 6.8470905689839400 1994-06-01 6.7876565010535990 1994-07-01 6.7396318472095410 1994-08-01 6.7661327508505700 1994-09-01 6.7961615618693605 1994-10-01 7.0559498076457690 1994-11-01 6.7862573203867490 1994-12-01 6.8847178256107500 1995-01-01 6.8050838453231700 1995-02-01 6.8022301923194695 1995-03-01 6.8064759984624300 1995-04-01 6.5938331877459300 1995-05-01 6.4074845163172190 1995-06-01 6.5799272599794800 1995-07-01 6.8027516865544300 1995-08-01 6.6993084205474290 1995-09-01 6.6223410424841790 1995-10-01 6.3647789977210200 1995-11-01 6.3796627611797600 1995-12-01 7.1664159101116205 1996-01-01 7.2744385181334400 1996-02-01 7.2846641874263200 1996-03-01 7.3016663981331910 1996-04-01 7.4673569922568700 1996-05-01 7.3951769904755110 1996-06-01 7.2899295161570000 1996-07-01 7.1506521576453100 1996-08-01 7.1429255881160400 1996-09-01 7.1445816806754605 1996-10-01 7.0552450582070800 1996-11-01 7.0637344391052800 1996-12-01 6.9488741905194010 1997-01-01 6.5405613885190590 1997-02-01 6.6774726611287000 1997-03-01 6.5011000088299090 1997-04-01 6.4426476603863800 1997-05-01 6.3923998110499400 1997-06-01 6.5007765797507500 1997-07-01 6.5856384784913700 1997-08-01 6.6873328234981795 1997-09-01 6.6652324264856300 1997-10-01 7.1399542798652700 1997-11-01 6.8505157077651795 1997-12-01 6.6343769743302500 1998-01-01 7.1051562603856800 1998-02-01 6.9572827965643500 1998-03-01 6.9942027296783210 1998-04-01 7.1433339302141610 1998-05-01 7.1171945035637200 1998-06-01 7.1177731375836910 1998-07-01 6.8943900578531600 1998-08-01 6.8134406775729690 1998-09-01 6.5848701504486590 1998-10-01 6.8147833366523900 1998-11-01 6.8415461599347900 1998-12-01 6.8181199631473600 1999-01-01 6.9768284930147900 1999-02-01 6.9480285862554200 1999-03-01 6.9924530572473200 1999-04-01 5.9569069697000990 1999-05-01 5.9468294729516900 1999-06-01 5.8234554523053590 1999-07-01 5.8935739447141500 1999-08-01 5.6278675785364400 1999-09-01 5.5916915117645700 1999-10-01 5.8945502870301105 1999-11-01 5.8390458680456510 1999-12-01 5.8007371052640800 2000-01-01 5.5582205356561700 2000-02-01 5.5369797894116900 2000-03-01 5.6898008672512310 2000-04-01 5.3874790997757600 2000-05-01 5.3864413115016290 2000-06-01 5.2274875057552000 2000-07-01 6.0824952023035000 2000-08-01 6.0207381145007900 2000-09-01 6.1839315545052510 2000-10-01 5.7777961070737100 2000-11-01 5.7441759254472690 2000-12-01 5.5861459177335595 2001-01-01 5.7595516432691000 2001-02-01 5.8353566566351290 2001-03-01 5.9899130458386100 2001-04-01 5.7070759910742300 2001-05-01 5.7190352817191100 2001-06-01 5.8188812885967990 2001-07-01 5.8654611818140400 2001-08-01 6.0144845932345090 2001-09-01 6.0805025742447010 2001-10-01 6.1763282982971710 2001-11-01 6.1384538369492300 2001-12-01 6.2742621912140500 2002-01-01 6.3739682638692110 2002-02-01 6.3346614376706690 2002-03-01 6.3918203209307800 2002-04-01 6.5144962105835790 2002-05-01 6.5491870704252190 2002-06-01 6.7004035521721900 2002-07-01 6.7462280713692100 2002-08-01 6.8111408441672200 2002-09-01 6.8896654939744600 2002-10-01 6.8718333270803200 2002-11-01 6.9293761654553800 2002-12-01 6.9706516247256700 2003-01-01 6.8912389303187000 2003-02-01 6.8504999243095200 2003-03-01 6.7982546017230500 2003-04-01 6.8014196724931600 2003-05-01 6.8562989805079200 2003-06-01 6.8719078495959490 2003-07-01 6.8277953686342190 2003-08-01 6.9186983399946900 2003-09-01 7.0106330179187000 2003-10-01 6.8795497830808605 2003-11-01 6.8115452303209105 2003-12-01 6.8745715797914300 2004-01-01 6.9092315509444400 2004-02-01 7.0690926601035890 2004-03-01 7.1024459341608800 2004-04-01 6.9824464598285700 2004-05-01 6.9465257114306800 2004-06-01 6.9496142908470090 2004-07-01 7.0114629232989300 2004-08-01 6.8238021978466294 2004-09-01 6.8351905453546795 2004-10-01 6.8826737921977500 2004-11-01 6.9981319517116500 2004-12-01 6.9792070111810990 2005-01-01 6.9387026635785190 2005-02-01 6.8914149121739200 2005-03-01 6.9017552503529505 2005-04-01 6.9667829827874600 2005-05-01 6.8194074359776000 2005-06-01 6.8339455256447605 2005-07-01 6.7926107794886790 2005-08-01 6.7276294801913390 2005-09-01 6.6557834564550100 2005-10-01 6.7911295068828200 2005-11-01 6.7838036356994500 2005-12-01 6.6868570553002310 2006-01-01 6.7660742432175800 2006-02-01 6.7079882768624400 2006-03-01 6.7019243848470405 2006-04-01 6.9598513529039910 2006-05-01 6.8965264137778200 2006-06-01 6.7213000363997000 2006-07-01 6.6821912897749700 2006-08-01 6.7294249653427896 2006-09-01 6.6617542382094100 2006-10-01 6.4861813407079510 2006-11-01 6.4758838777104500 2006-12-01 6.5951235953326610 2007-01-01 6.7890234196342700 2007-02-01 6.6228893646372700 2007-03-01 6.6103755852097095 2007-04-01 6.5562571994800200 2007-05-01 6.5741824096696510 2007-06-01 6.6135486009614300 2007-07-01 6.6810461439074595 2007-08-01 6.7315136162400195 2007-09-01 6.6559751293951610 2007-10-01 6.6811578574731600 2007-11-01 6.6678213479181910 2007-12-01 6.8009379682374100 2008-01-01 6.7054803330544990 2008-02-01 6.7257085051065810 2008-03-01 6.8205235658398090 2008-04-01 6.8556925750448890 2008-05-01 6.9655176075021700 2008-06-01 6.9120777359228800 2008-07-01 6.8849824227369300 2008-08-01 6.8297700794543500 2008-09-01 6.8433196020087600 2008-10-01 6.7750417091331800 2008-11-01 6.7694102465246795 2008-12-01 6.7112882359860990 2009-01-01 6.7183793495952795 2009-02-01 6.7157694937102805 2009-03-01 6.7270436900318710 2009-04-01 6.6494535474732700 2009-05-01 6.6539872214515400 2009-06-01 6.7081481495992690 2009-07-01 6.6912515248240000 2009-08-01 6.6410120604961005 2009-09-01 6.7367857649967995 2009-10-01 6.7778384528402400 2009-11-01 6.7715756249055600 2009-12-01 6.8299874622072900 2010-01-01 6.7168139419975990 2010-02-01 6.5976275897260700 2010-03-01 6.7316607733582200 2010-04-01 6.8354453241249910 2010-05-01 6.8477711465055500 2010-06-01 6.9004154508738400 2010-07-01 6.9920271111311790 2010-08-01 7.1580566405898800 2010-09-01 7.2372184150287590 2010-10-01 7.4779932093017300 2010-11-01 7.4790047907123810 2010-12-01 7.5564967111368390 2011-01-01 7.6126951558294700 2011-02-01 7.6874912459730600 2011-03-01 7.7354027067012400 2011-04-01 7.8169659677572310 2011-05-01 7.8324010864368000 2011-06-01 7.8826006377649005 2011-07-01 8.0953251053517100 2011-08-01 8.2691203799930400 2011-09-01 8.3435625145760800 2011-10-01 8.3754153337426600 2011-11-01 8.4893534199660190 2011-12-01 8.4824591490500200 2012-01-01 8.9112752304328210 2012-02-01 8.7938353071822500 2012-03-01 8.7442170096487400 2012-04-01 8.7005706623292600 2012-05-01 8.7171521849345710 2012-06-01 8.6625701960452800 2012-07-01 8.2882176545452090 2012-08-01 8.3571933590109800 2012-09-01 8.3485803689871110 2012-10-01 8.2722716302104200 2012-11-01 8.2967116404005600 2012-12-01 8.3061736224069410 2013-01-01 8.4254163945603800 2013-02-01 8.4233345087402800 2013-03-01 8.3605130028168600 2013-04-01 8.3912955880928900 2013-05-01 8.5877042655242590 2013-06-01 8.3366910045853490 2013-07-01 8.3768216187273200 2013-08-01 8.2307498948510600 2013-09-01 8.2519128076388400 2013-10-01 8.2724199281259200 2013-11-01 8.2023587374215300 2013-12-01 8.2283632899258700 2014-01-01 8.2383787645946700 2014-02-01 8.2556782987587000 2014-03-01 8.3831047335667000 2014-04-01 8.2935455180799200 2014-05-01 8.2682717319797900 2014-06-01 8.4125829493235890 2014-07-01 8.2578478453083210 2014-08-01 8.2947418505931700 2014-09-01 8.3504615713902200 2014-10-01 8.4708663146862690 2014-11-01 8.4075083219594300 2014-12-01 8.4486333921378480 2015-01-01 8.2508244160684100 2015-02-01 8.2869295075907400 2015-03-01 8.2954559339747000 2015-04-01 8.4022937579108700 2015-05-01 8.3592188511530200 2015-06-01 8.2939002441147490 2015-07-01 8.2443412665941100 2015-08-01 8.2603317437368300 2015-09-01 8.3493087109655700 2015-10-01 7.9740170499974200 2015-11-01 8.0168000872234200 2015-12-01 7.7548375061325010 2016-01-01 7.6536155350158100 2016-02-01 7.6007712799920190 2016-03-01 7.5982835943294400 2016-04-01 7.7123025870062100 2016-05-01 7.8681525488001300 2016-06-01 7.7898451052854805 2016-07-01 7.9342035371696600 2016-08-01 8.0312678524334200 2016-09-01 8.1511153645418700 2016-10-01 7.9844475587920500 2016-11-01 8.0206006949971100 2016-12-01 7.9546773852182900 2017-01-01 8.1478171232165600 2017-02-01 8.1986507494799190 2017-03-01 8.0853498089812700 2017-04-01 8.0276778125271000 2017-05-01 7.3812426464030190 2017-06-01 7.4930877637305700 2017-07-01 7.4330916839238610 2017-08-01 7.4228665615756700 2017-09-01 7.4571722197101800 2017-10-01 7.4966999350583805 2017-11-01 7.4276956717118700 2017-12-01 7.4415835835183900 2018-01-01 7.5330013939978390 2018-02-01 7.4799453773386295 2018-03-01 7.5594087999922800 2018-04-01 7.5416783320361790 2018-05-01 7.5047657891309290 2018-06-01 7.5012042098459200 2018-07-01 7.7416862457937690 2018-08-01 7.4351906527018800 2018-09-01 7.4679083369187000 2018-10-01 7.3921567358954200 2018-11-01 7.4294597006578700 2018-12-01 7.5218271263223210 2019-01-01 7.5191844005168790 2019-02-01 7.6681556210856700 2019-03-01 7.6297093508025595 2019-04-01 7.6518649817078900 2019-05-01 7.6210570448362000 2019-06-01 7.6131219814835500 2019-07-01 7.6579526904079405 2019-08-01 7.6589317863031300 2019-09-01 7.5726840937992410 2019-10-01 7.5803660344006600 2019-11-01 7.6317030497970790 2019-12-01 7.6963937273540700 2020-01-01 7.5157681515578090 2020-02-01 7.4580899695566500 2020-03-01 7.4069561335135400 2020-04-01 7.3520866914070000 2020-05-01 7.4326608028679400 2020-06-01 7.5303407910881800 2020-07-01 7.5767452074450100 2020-08-01 7.6755309848425200 2020-09-01 7.7741991701183790 2020-10-01 7.8634897200107600 2020-11-01 7.9236976997188790 2020-12-01 8.0800121269916500 2021-01-01 8.0206208500330990 2021-02-01 8.0565544198532500 2021-03-01 8.2019389916957800 2021-04-01 8.1509143227362000 2021-05-01 8.1294540050370810 2021-06-01 8.1460589609903490 2021-07-01 8.0876348622653600 2021-08-01 8.0837465844662500 2021-09-01 8.0661981570246800 2021-10-01 8.1549761569762500 2021-11-01 8.2230765533340900 2021-12-01 8.0751411376868800 2022-01-01 8.0286841222325600 2022-02-01 7.9520488144959005 2022-03-01 7.8981524234287690 2022-04-01 7.9463079642617100 2022-05-01 8.0275747731335400 2022-06-01 7.9548472589060495 2022-07-01 7.9952774020104690 2022-08-01 7.8877830129866100 2022-09-01 8.0589301335381900 2022-10-01 8.0457219073326600 2022-11-01 8.0246940772568700 2022-12-01 8.0786467028146780 2023-01-01 8.4336721183623300 2023-02-01 8.4523000607430810 2023-03-01 8.5011552723762800 2023-04-01 8.5409258646014500 2023-05-01 8.5202348255637190 2023-06-01 8.5586638588222890 2023-07-01 8.4952876508185000 2023-08-01 8.6907656070103800 2023-09-01 8.6490165322211100 2023-10-01 8.6480440661934690 2023-11-01 8.6304292769763310 2023-12-01 8.5848342471613800 2024-01-01 8.5374270514291000 2024-02-01 8.5482510046202390