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: Scientific Research and Development Services in Massachusetts Series ID: SMU25000006054170001SA 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: 2003-01-01 to 2024-04-01 Last Updated: 2024-05-18 5:02 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/SMU25000006054170001). 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 2003-01-01 38.183481188674605 2003-02-01 38.066911684502200 2003-03-01 38.076890704682400 2003-04-01 37.584171830025300 2003-05-01 37.477658059047400 2003-06-01 37.382002638411200 2003-07-01 37.489439037636500 2003-08-01 37.577044748996700 2003-09-01 37.601849633557290 2003-10-01 37.890164757910600 2003-11-01 37.455312024433400 2003-12-01 37.524608751858900 2004-01-01 37.381106682718600 2004-02-01 37.465166115048400 2004-03-01 37.683101810161205 2004-04-01 37.683433233350700 2004-05-01 37.780972185011900 2004-06-01 37.667076856092800 2004-07-01 37.789539878252704 2004-08-01 37.861629141574200 2004-09-01 38.097829464226200 2004-10-01 38.497675380271396 2004-11-01 38.766671885580800 2004-12-01 38.835094464592096 2005-01-01 39.189269777577600 2005-02-01 39.278566417538800 2005-03-01 39.301451137967895 2005-04-01 39.489797960569300 2005-05-01 39.588245308894100 2005-06-01 39.924934959268000 2005-07-01 40.058711385263900 2005-08-01 40.119598427557800 2005-09-01 40.197292540236504 2005-10-01 40.209674678874400 2005-11-01 40.383473854033700 2005-12-01 40.658458743221104 2006-01-01 40.591840906909900 2006-02-01 40.582774619015600 2006-03-01 40.816840228105704 2006-04-01 40.995246416227296 2006-05-01 41.092999691705400 2006-06-01 41.185620683635605 2006-07-01 41.364237554977400 2006-08-01 41.389223861892795 2006-09-01 41.387169100850500 2006-10-01 41.218275827304296 2006-11-01 41.297717034511706 2006-12-01 41.368958463983600 2007-01-01 41.502255902855204 2007-02-01 41.695471007346400 2007-03-01 41.617684715976200 2007-04-01 41.985958939341700 2007-05-01 42.185307972189500 2007-06-01 42.559731401974204 2007-07-01 42.678682946983706 2007-08-01 43.063367382304000 2007-09-01 43.284011074765000 2007-10-01 43.631118832596800 2007-11-01 43.911030433648000 2007-12-01 44.178466825759600 2008-01-01 44.522245314307000 2008-02-01 44.714327326771000 2008-03-01 44.919773163489200 2008-04-01 45.085607035240000 2008-05-01 45.283255875486100 2008-06-01 45.130610222424790 2008-07-01 45.583907142803300 2008-08-01 45.743477289411790 2008-09-01 45.889554828858200 2008-10-01 46.138434471857700 2008-11-01 46.113838884382300 2008-12-01 46.270176913777290 2009-01-01 46.437284898727206 2009-02-01 46.637947330174796 2009-03-01 46.793545765327100 2009-04-01 46.765641349835796 2009-05-01 46.967071143817800 2009-06-01 47.022432436700200 2009-07-01 47.010741586436700 2009-08-01 47.264362522207605 2009-09-01 47.515224551659300 2009-10-01 47.532381806289390 2009-11-01 47.708398131198800 2009-12-01 47.871179251980600 2010-01-01 47.827258458676400 2010-02-01 48.050906726434604 2010-03-01 48.252920710096000 2010-04-01 48.653873077490900 2010-05-01 48.854133448098900 2010-06-01 48.808622654832200 2010-07-01 49.414503810421400 2010-08-01 49.689500676517500 2010-09-01 49.846041444761106 2010-10-01 50.145833561816800 2010-11-01 50.514788642187900 2010-12-01 51.281803371605100 2011-01-01 50.819904213244200 2011-02-01 50.866146753357400 2011-03-01 50.715853650886900 2011-04-01 51.337937401377400 2011-05-01 51.339658463968895 2011-06-01 51.187690721451595 2011-07-01 51.594524478843600 2011-08-01 51.714831641822210 2011-09-01 51.874365906326500 2011-10-01 51.974168748710696 2011-11-01 52.036424963352100 2011-12-01 52.104624850511600 2012-01-01 52.100106411167100 2012-02-01 52.166907114454006 2012-03-01 52.291120813164504 2012-04-01 52.212189631393000 2012-05-01 52.217605673306210 2012-06-01 52.264480628231496 2012-07-01 52.182536188176500 2012-08-01 52.234662355684605 2012-09-01 52.295928247214896 2012-10-01 52.494579554466895 2012-11-01 52.559312650321000 2012-12-01 52.635082832230000 2013-01-01 52.901943911362295 2013-02-01 53.162674089422204 2013-03-01 52.995050761896600 2013-04-01 52.688075248358600 2013-05-01 52.792834497546500 2013-06-01 52.844972852233894 2013-07-01 52.937682214417000 2013-08-01 53.023358407219500 2013-09-01 53.214985413861400 2013-10-01 53.412248294745595 2013-11-01 53.600957208279600 2013-12-01 53.654156444561100 2014-01-01 54.324819455309495 2014-02-01 54.359281265634790 2014-03-01 54.526318073908000 2014-04-01 54.687470862531000 2014-05-01 54.781253314112400 2014-06-01 54.815536368109505 2014-07-01 54.950500678169696 2014-08-01 54.974884504950200 2014-09-01 55.233060804629496 2014-10-01 55.028042578201294 2014-11-01 55.131455065053395 2014-12-01 55.455169960007600 2015-01-01 55.779740338829100 2015-02-01 54.948286427531390 2015-03-01 55.374966032628790 2015-04-01 55.890182726072396 2015-05-01 56.197889117736500 2015-06-01 56.504024023811000 2015-07-01 56.551447259949210 2015-08-01 57.006224859978500 2015-09-01 57.248700853303300 2015-10-01 58.154981041412500 2015-11-01 58.268512239108496 2015-12-01 58.323669160395795 2016-01-01 58.542175078480206 2016-02-01 58.640815124081400 2016-03-01 59.123115282659400 2016-04-01 60.120135969789295 2016-05-01 60.251747928432400 2016-06-01 60.584379640097296 2016-07-01 61.127368465205095 2016-08-01 61.426545070984000 2016-09-01 61.694582309510600 2016-10-01 61.947511273227500 2016-11-01 62.169241274399300 2016-12-01 62.766533640802706 2017-01-01 63.019516257638500 2017-02-01 63.312736787290000 2017-03-01 63.537521630572390 2017-04-01 63.979031110313390 2017-05-01 64.432688028017300 2017-06-01 65.402912582325400 2017-07-01 65.633870212137610 2017-08-01 65.981512130180390 2017-09-01 66.349734000838000 2017-10-01 66.608887976951110 2017-11-01 67.047093479990000 2017-12-01 67.378231125136990 2018-01-01 67.861804221419790 2018-02-01 68.383068561763800 2018-03-01 68.911139216288600 2018-04-01 69.470288784277300 2018-05-01 69.845833102763790 2018-06-01 70.666596675801420 2018-07-01 71.257586870493300 2018-08-01 71.856078141289400 2018-09-01 72.221463340873300 2018-10-01 72.527750918011300 2018-11-01 73.168007917707910 2018-12-01 73.687107804958800 2019-01-01 75.416261184639800 2019-02-01 75.770445552793800 2019-03-01 76.376732290549200 2019-04-01 76.963231875068600 2019-05-01 77.684996668708300 2019-06-01 78.356713571959590 2019-07-01 78.570989574688700 2019-08-01 79.126884705918500 2019-09-01 79.767889023811590 2019-10-01 80.552105810524800 2019-11-01 80.765214830542900 2019-12-01 81.194536474200290 2020-01-01 81.253471659640600 2020-02-01 81.796708077309700 2020-03-01 81.955488081022410 2020-04-01 81.833192886036910 2020-05-01 82.269393161002410 2020-06-01 82.251800304866000 2020-07-01 82.277954136209100 2020-08-01 83.125355949892990 2020-09-01 83.859818732225400 2020-10-01 84.847174810336300 2020-11-01 85.541499654897100 2020-12-01 86.037302693765510 2021-01-01 86.816730112185600 2021-02-01 86.973122062602290 2021-03-01 87.789527374439600 2021-04-01 88.292686421289720 2021-05-01 88.817602034392210 2021-06-01 89.591370355263500 2021-07-01 90.690962622862000 2021-08-01 91.455189155488090 2021-09-01 91.924455347085910 2021-10-01 92.979800557022590 2021-11-01 93.862009557950590 2021-12-01 95.003877321431900 2022-01-01 95.186175631290600 2022-02-01 96.209220441033000 2022-03-01 96.983465550558300 2022-04-01 98.164683079279290 2022-05-01 98.556470433220500 2022-06-01 99.367195727171590 2022-07-01 100.360873843549000 2022-08-01 100.936928258464000 2022-09-01 101.469583795221000 2022-10-01 101.537507585263000 2022-11-01 102.326894743701000 2022-12-01 102.710755587895000 2023-01-01 102.966889127034000 2023-02-01 103.443891522977010 2023-03-01 103.802237092570000 2023-04-01 103.773959410979000 2023-05-01 104.466836409967000 2023-06-01 105.010260142330000 2023-07-01 104.095247367579000 2023-08-01 104.352274416016000 2023-09-01 104.792026853783000 2023-10-01 104.754631212196000 2023-11-01 104.439038215652000 2023-12-01 103.848783470832000 2024-01-01 104.587944707722000 2024-02-01 104.506983573124000 2024-03-01 103.771090617948000 2024-04-01 105.168954190268000