NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services: Management of Companies and Enterprises in Allentown-Bethlehem-Easton, PA-NJ (MSA) Series ID: SMU42109006055000001SA 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 2024-04-01 Last Updated: 2024-05-18 4:41 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/SMU42109006055000001). 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 7.8406677085335800 1990-02-01 7.8213615290796690 1990-03-01 7.7788987376301100 1990-04-01 7.7932284251240000 1990-05-01 7.7353545137521600 1990-06-01 7.7672575421283400 1990-07-01 7.7299738497400790 1990-08-01 7.7637609666172200 1990-09-01 7.7423777726340000 1990-10-01 7.7489873449696300 1990-11-01 7.8315660294735500 1990-12-01 7.7507130985559700 1991-01-01 7.7348427236703900 1991-02-01 7.8234454336984100 1991-03-01 7.7824330341568490 1991-04-01 7.6919424678058310 1991-05-01 7.7327005020621400 1991-06-01 7.7713839117012800 1991-07-01 7.7301184491351600 1991-08-01 7.7612744063671600 1991-09-01 7.7424695002739600 1991-10-01 7.7533548196767900 1991-11-01 7.7299882956398610 1991-12-01 7.7452411813913090 1992-01-01 7.7296291350218290 1992-02-01 7.7260450911505310 1992-03-01 7.7830431904484810 1992-04-01 7.7918630794631700 1992-05-01 7.8298294448051395 1992-06-01 7.7764802279709295 1992-07-01 7.8308586656939900 1992-08-01 7.7629647924901795 1992-09-01 7.8433042484460310 1992-10-01 7.8570634795583410 1992-11-01 7.8300229357553900 1992-12-01 7.8360887128863705 1993-01-01 7.9215657653139800 1993-02-01 7.9319873938597310 1993-03-01 7.8847484421279690 1993-04-01 7.8910548727039690 1993-05-01 7.9277677864471700 1993-06-01 7.9825082661653900 1993-07-01 8.0319508889345700 1993-08-01 8.0679335408477200 1993-09-01 8.0484116617617500 1993-10-01 8.0602012953386900 1993-11-01 8.1285159389249300 1993-12-01 8.1271338912465800 1994-01-01 8.0055417343576390 1994-02-01 8.1273254433822600 1994-03-01 8.1857347711635990 1994-04-01 8.2933143128185700 1994-05-01 8.3314373997492200 1994-06-01 8.2839250027376600 1994-07-01 8.3380515867719100 1994-08-01 8.3725697766622800 1994-09-01 8.3624833961193890 1994-10-01 8.2661581032646600 1994-11-01 8.2215300086929410 1994-12-01 8.2143730956911900 1995-01-01 8.0844770929493400 1995-02-01 8.1144983379715000 1995-03-01 8.1838704219712000 1995-04-01 8.2946285946783900 1995-05-01 8.1408210799784900 1995-06-01 8.1894583238392100 1995-07-01 8.1536092508874500 1995-08-01 8.1802066780639200 1995-09-01 8.2836501837766700 1995-10-01 8.3744457308550800 1995-11-01 8.4091085501546400 1995-12-01 8.5061640654159910 1996-01-01 8.5685669058402000 1996-02-01 8.6007694104817710 1996-03-01 8.5791646229815200 1996-04-01 8.5956913651321200 1996-05-01 8.6481410733316300 1996-06-01 8.6829049945833100 1996-07-01 8.7705329671248900 1996-08-01 8.7879192011877900 1996-09-01 8.8032454696576500 1996-10-01 8.8847360864077700 1996-11-01 8.8987902050290710 1996-12-01 8.8999164504775600 1997-01-01 8.9484483087416100 1997-02-01 8.9823131016449480 1997-03-01 9.0713960595746600 1997-04-01 8.8976687997913600 1997-05-01 8.8546975578167900 1997-06-01 8.7852789542357200 1997-07-01 8.9857460369678700 1997-08-01 8.8985239668889700 1997-09-01 8.8202156644473300 1997-10-01 8.7966925663042590 1997-11-01 8.7882844578728600 1997-12-01 8.8008292404117400 1998-01-01 9.1322362972635000 1998-02-01 9.0574695111871420 1998-03-01 9.0533848826955090 1998-04-01 9.1023931917987110 1998-05-01 9.1608428346911900 1998-06-01 9.1904311005721600 1998-07-01 9.0966162376290090 1998-08-01 9.1033204755800200 1998-09-01 9.1298560942412600 1998-10-01 9.2123999841217800 1998-11-01 9.2803620283597200 1998-12-01 9.1944396194500000 1999-01-01 9.2209985634360000 1999-02-01 9.2427252875966310 1999-03-01 9.2329949239041400 1999-04-01 9.3149446369030300 1999-05-01 9.2686312338548690 1999-06-01 9.2072642854221610 1999-07-01 9.2008948458027500 1999-08-01 9.2014393245690600 1999-09-01 9.2317120212611990 1999-10-01 9.1200866867398820 1999-11-01 9.0709941818418920 1999-12-01 9.0836575486174800 2000-01-01 9.1243127115423400 2000-02-01 9.2328593092636700 2000-03-01 9.2152856868620600 2000-04-01 9.0328632994821700 2000-05-01 8.9794355396082220 2000-06-01 9.0289032548769900 2000-07-01 9.0022355661165300 2000-08-01 8.9934702853874010 2000-09-01 8.9225940336455800 2000-10-01 9.0197725099644490 2000-11-01 9.0602152729776500 2000-12-01 9.0638504976257000 2001-01-01 9.1329132719190620 2001-02-01 9.2315926998219300 2001-03-01 9.3068956555397500 2001-04-01 9.4623061423996000 2001-05-01 9.3993016056574490 2001-06-01 9.3447124389583400 2001-07-01 9.3942325264982300 2001-08-01 9.3783091009760610 2001-09-01 9.4156696395170500 2001-10-01 9.4067311396733400 2001-11-01 9.4398666924541400 2001-12-01 9.5454969242612500 2002-01-01 9.6514205358248300 2002-02-01 9.5337251877538300 2002-03-01 9.6136173390540380 2002-04-01 9.4892177093325290 2002-05-01 9.5207126773472100 2002-06-01 9.4588115264094800 2002-07-01 9.6817322297863400 2002-08-01 9.7558973420512900 2002-09-01 9.8098016289696300 2002-10-01 9.8894116106516400 2002-11-01 9.9187874958489700 2002-12-01 10.0224293095150010 2003-01-01 10.0705003957570990 2003-02-01 10.2484453500436000 2003-03-01 10.3298782818268010 2003-04-01 10.5200552537783000 2003-05-01 10.7491310914144020 2003-06-01 10.8581826435458000 2003-07-01 10.8607681113372000 2003-08-01 11.0277714430553000 2003-09-01 11.3104163111511000 2003-10-01 11.1650987144734000 2003-11-01 11.2911358922806000 2003-12-01 11.4061486396713030 2004-01-01 11.1935758154993010 2004-02-01 11.1626288444767000 2004-03-01 11.1585671067518020 2004-04-01 11.1317667083324000 2004-05-01 11.0637810182314990 2004-06-01 10.9538928183271980 2004-07-01 11.1472257916140020 2004-08-01 11.1082300708856980 2004-09-01 11.1119544778454990 2004-10-01 11.0529781351134000 2004-11-01 10.9926742789613010 2004-12-01 10.8136423925230000 2005-01-01 10.8945419409899000 2005-02-01 10.8715356268798990 2005-03-01 10.7687640802372000 2005-04-01 10.7218157111434010 2005-05-01 10.6713566493718000 2005-06-01 10.6497057223215990 2005-07-01 10.6374787143750000 2005-08-01 10.6000068394955010 2005-09-01 10.5134687839888000 2005-10-01 10.5508038284098010 2005-11-01 10.5135053426076990 2005-12-01 10.5342924372492000 2006-01-01 10.3778813649905000 2006-02-01 10.3681555840695000 2006-03-01 10.3657788656954000 2006-04-01 10.4075019306413000 2006-05-01 10.3704212915635000 2006-06-01 10.3518539036668000 2006-07-01 10.3313858168585000 2006-08-01 10.2972742373030000 2006-09-01 10.3158948016833010 2006-10-01 10.3563661755338020 2006-11-01 10.4410584603154000 2006-12-01 10.4540724625922000 2007-01-01 10.6580414697315000 2007-02-01 10.5637450543072000 2007-03-01 10.5505297987656000 2007-04-01 10.5978351259465990 2007-05-01 10.5751774671821000 2007-06-01 10.5580100587705990 2007-07-01 10.4237786495416990 2007-08-01 10.4001892211147000 2007-09-01 10.3151518621769000 2007-10-01 10.2626242505387000 2007-11-01 10.1703014533299000 2007-12-01 10.1799121211389000 2008-01-01 10.0275246072856990 2008-02-01 9.9461421952491900 2008-03-01 10.0311828966527000 2008-04-01 9.9817452532673200 2008-05-01 10.0704167087001990 2008-06-01 10.0684090141341000 2008-07-01 10.1286036139866000 2008-08-01 10.2115616600870000 2008-09-01 10.2164810332044990 2008-10-01 10.1663142070818000 2008-11-01 10.0886088618903000 2008-12-01 10.0983175924101990 2009-01-01 10.1054999273428020 2009-02-01 10.1366827309790000 2009-03-01 9.9110193383187110 2009-04-01 9.6702504705476500 2009-05-01 9.6693059181466000 2009-06-01 9.5764669493326800 2009-07-01 9.6371201434342600 2009-08-01 9.5287836047228700 2009-09-01 9.5182672099753010 2009-10-01 9.4673205418906790 2009-11-01 9.4998017272451510 2009-12-01 9.5141958697479810 2010-01-01 9.6871175114771000 2010-02-01 9.7244886322712890 2010-03-01 9.7004192360694900 2010-04-01 9.7603771372530520 2010-05-01 9.7722738322206520 2010-06-01 9.8773594591328300 2010-07-01 9.9400369366090700 2010-08-01 9.9348802594027300 2010-09-01 10.0248078448033000 2010-10-01 10.0673738452128010 2010-11-01 10.1039632759645990 2010-12-01 10.1207021227849000 2011-01-01 10.1841139302296000 2011-02-01 10.2201463512141990 2011-03-01 10.2974549626504000 2011-04-01 10.3490546166063000 2011-05-01 10.4792320604641000 2011-06-01 10.4674642095322000 2011-07-01 10.5363618308914990 2011-08-01 10.6343877985931000 2011-09-01 10.7349425302084000 2011-10-01 10.9744079821176990 2011-11-01 11.0056191988909010 2011-12-01 11.2216305527923020 2012-01-01 11.1921059292965990 2012-02-01 11.2231086425784990 2012-03-01 11.4002712800349000 2012-04-01 11.4395307320367010 2012-05-01 11.4808236409104990 2012-06-01 11.5469555462528020 2012-07-01 11.5278486748538020 2012-08-01 11.6272367212849000 2012-09-01 11.6415039386869000 2012-10-01 11.7922421845922000 2012-11-01 11.8107230010349990 2012-12-01 11.8121153797790000 2013-01-01 11.9089940446813000 2013-02-01 11.9339092551918000 2013-03-01 11.8042600866273000 2013-04-01 11.8317627533419020 2013-05-01 11.7742275745740980 2013-06-01 11.8296868187397000 2013-07-01 11.8165998899222000 2013-08-01 11.8185414903087000 2013-09-01 11.8406274056115990 2013-10-01 11.7179511284769010 2013-11-01 11.7161446751612000 2013-12-01 11.6984137444874000 2014-01-01 11.6182257316505000 2014-02-01 11.6424793867055990 2014-03-01 11.6144495415044000 2014-04-01 11.6329964093559000 2014-05-01 11.5646966099920010 2014-06-01 11.5193396995968000 2014-07-01 11.5077942813018020 2014-08-01 11.4161820499577000 2014-09-01 11.2258159099795000 2014-10-01 11.1426792587990000 2014-11-01 10.9169117764196990 2014-12-01 10.9879020204691000 2015-01-01 10.8230626162690000 2015-02-01 10.7424832994279010 2015-03-01 10.8253204078177000 2015-04-01 10.7378228383944000 2015-05-01 10.7556753112563000 2015-06-01 10.6194333397896000 2015-07-01 10.5033733907986980 2015-08-01 10.4216206096549000 2015-09-01 10.4142229654050990 2015-10-01 10.3577777690879000 2015-11-01 10.3155041364926000 2015-12-01 10.2780543754215010 2016-01-01 10.4239441120828000 2016-02-01 10.4418342210646990 2016-03-01 10.4301819178615000 2016-04-01 10.4513458647888000 2016-05-01 10.4492393065296000 2016-06-01 10.4161912281234000 2016-07-01 10.4975289276333000 2016-08-01 10.6267626928916000 2016-09-01 10.5077934928200000 2016-10-01 10.4623103855275000 2016-11-01 10.5191005880334010 2016-12-01 10.4735908156851000 2017-01-01 10.4172313580725000 2017-02-01 10.2345870172442000 2017-03-01 10.1289513019136980 2017-04-01 10.0629982208904000 2017-05-01 10.0477555724201000 2017-06-01 10.0188314601206000 2017-07-01 9.8976287884491190 2017-08-01 10.0422975756004000 2017-09-01 9.9102332890945100 2017-10-01 9.8551822055669900 2017-11-01 9.8225615959543300 2017-12-01 9.6734654977570520 2018-01-01 9.6061167684167500 2018-02-01 9.6189289076379300 2018-03-01 9.5243527077524700 2018-04-01 9.5708222867075200 2018-05-01 9.5469097734215600 2018-06-01 9.5218305931531900 2018-07-01 9.5020905429464900 2018-08-01 9.4610790807409300 2018-09-01 9.4160479885185390 2018-10-01 9.3420162371831310 2018-11-01 9.3274746937896100 2018-12-01 9.3775962150051100 2019-01-01 9.2995536768620000 2019-02-01 9.2984499425612000 2019-03-01 9.3154682324363100 2019-04-01 9.2728111938682500 2019-05-01 9.2508777039347890 2019-06-01 9.2271261827134710 2019-07-01 9.2045692014304800 2019-08-01 9.1753347989035380 2019-09-01 9.1251392514359200 2019-10-01 9.1361359174987200 2019-11-01 9.0314606360131100 2019-12-01 8.9761811103716500 2020-01-01 8.9977829984261200 2020-02-01 8.8854973171139100 2020-03-01 8.8986742079606000 2020-04-01 8.6679941304835090 2020-05-01 8.6533680641241900 2020-06-01 8.6334092011284300 2020-07-01 8.6149634976364900 2020-08-01 8.4910007556307310 2020-09-01 8.5332812709585290 2020-10-01 8.5257605529734000 2020-11-01 8.5307758955090800 2020-12-01 8.5762024809302200 2021-01-01 8.5969648443140800 2021-02-01 8.6754509785189300 2021-03-01 8.6854891458749410 2021-04-01 8.8655041316644710 2021-05-01 8.8611460311659900 2021-06-01 8.8375689952467410 2021-07-01 8.8186813717632800 2021-08-01 8.9011344225566100 2021-09-01 8.9404644829979710 2021-10-01 9.0251811906675700 2021-11-01 9.0262732850168600 2021-12-01 8.9694213822616100 2022-01-01 9.0970703176633600 2022-02-01 9.1715878811283390 2022-03-01 9.1776778067320990 2022-04-01 9.1618869529781500 2022-05-01 9.1660034396839390 2022-06-01 9.1407842418859800 2022-07-01 9.3245082822625900 2022-08-01 9.4080952751056320 2022-09-01 9.4461696257334100 2022-10-01 9.4210086695574600 2022-11-01 9.5159692557622400 2022-12-01 9.5639581415959610 2023-01-01 9.6010326134337000 2023-02-01 9.5698887065805390 2023-03-01 9.6748026943056190 2023-04-01 9.6596619924422400 2023-05-01 9.6724772178109910 2023-06-01 9.7424030369453100 2023-07-01 9.7296820672171600 2023-08-01 9.7085999195772400 2023-09-01 9.7459433640721610 2023-10-01 9.8228821998179100 2023-11-01 9.9063835391823600 2023-12-01 9.8575322431120800 2024-01-01 9.8047068285560600 2024-02-01 9.8746653519057000 2024-03-01 9.8732771523150620 2024-04-01 9.9571310376381190