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: Construction: Specialty Trade Contractors in Pennsylvania Series ID: SMU42000002023800001SA 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 2024-03-01 Last Updated: 2024-04-20 6:36 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/SMU42000002023800001). 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 1990-01-01 135.80896487537000 1990-02-01 136.64700132909599 1990-03-01 137.79418859172600 1990-04-01 135.48152401009898 1990-05-01 135.66196085305700 1990-06-01 135.23176052468799 1990-07-01 134.54473433895800 1990-08-01 133.51018590977300 1990-09-01 132.34025747840900 1990-10-01 130.58392904071400 1990-11-01 130.90775765745100 1990-12-01 130.52035613298100 1991-01-01 127.39521742332501 1991-02-01 126.51655384726801 1991-03-01 125.23968755604200 1991-04-01 123.77360469324101 1991-05-01 123.61717268066700 1991-06-01 122.81207730177401 1991-07-01 121.89205605579700 1991-08-01 122.12764210891899 1991-09-01 121.25883292644200 1991-10-01 120.80483192522600 1991-11-01 120.30091488299900 1991-12-01 120.22610819809200 1992-01-01 120.44513701741900 1992-02-01 119.63620374823700 1992-03-01 118.80337556774700 1992-04-01 118.52284207606600 1992-05-01 118.16518735588700 1992-06-01 118.28889316587700 1992-07-01 118.71253442383100 1992-08-01 118.81808249587100 1992-09-01 118.62911623068600 1992-10-01 119.47583825296199 1992-11-01 118.55811855305500 1992-12-01 119.14924951197300 1993-01-01 120.20325691495800 1993-02-01 120.58177896963300 1993-03-01 116.65081959926600 1993-04-01 117.44902154956301 1993-05-01 117.78084582735399 1993-06-01 116.31505065894301 1993-07-01 119.02475891786900 1993-08-01 118.27342079390900 1993-09-01 119.77495979907700 1993-10-01 120.29224462385000 1993-11-01 121.28393921144400 1993-12-01 122.92484345237499 1994-01-01 116.60791719870701 1994-02-01 117.55612797167299 1994-03-01 118.80086926942200 1994-04-01 122.24088686934999 1994-05-01 123.89423737667800 1994-06-01 123.07731054587799 1994-07-01 122.95929015657800 1994-08-01 123.47463638890600 1994-09-01 125.36973708399000 1994-10-01 126.19654977961399 1994-11-01 127.53319520876200 1994-12-01 128.76779375550600 1995-01-01 126.96371812196699 1995-02-01 124.03509294733101 1995-03-01 126.06041916265801 1995-04-01 124.69283454626199 1995-05-01 123.40130266196900 1995-06-01 123.01651887835399 1995-07-01 122.07747198793000 1995-08-01 123.65896683024300 1995-09-01 125.03719671837099 1995-10-01 122.64165595873502 1995-11-01 121.59534128312900 1995-12-01 121.28202732651600 1996-01-01 116.87981026167401 1996-02-01 121.57031840903200 1996-03-01 122.92402093046499 1996-04-01 123.34233164416300 1996-05-01 125.79944274423201 1996-06-01 127.15736838764099 1996-07-01 127.67097049028100 1996-08-01 128.46760375940800 1996-09-01 128.84779132459500 1996-10-01 129.38168704863800 1996-11-01 130.47536959176000 1996-12-01 129.44235382214200 1997-01-01 131.31963826365000 1997-02-01 132.66235970116300 1997-03-01 133.30447683544799 1997-04-01 132.55515859284300 1997-05-01 131.43976690387200 1997-06-01 131.81878066200600 1997-07-01 133.15708285843900 1997-08-01 133.34027073133900 1997-09-01 133.90610021932300 1997-10-01 134.58314869845500 1997-11-01 134.97753315867502 1997-12-01 135.10434728006800 1998-01-01 135.19881270281700 1998-02-01 135.71927144983500 1998-03-01 135.39593515071502 1998-04-01 137.24750382858102 1998-05-01 136.85641825765302 1998-06-01 137.66873737567000 1998-07-01 139.59731194886000 1998-08-01 139.55358500313298 1998-09-01 140.12249587196200 1998-10-01 141.49929522333798 1998-11-01 142.14280772693200 1998-12-01 144.07788629864000 1999-01-01 142.14930454435301 1999-02-01 145.45128325807102 1999-03-01 144.95617084498600 1999-04-01 146.76536904312300 1999-05-01 147.38336898858300 1999-06-01 147.90283626894500 1999-07-01 147.69953701021000 1999-08-01 146.25284292812700 1999-09-01 147.91628489152600 1999-10-01 148.84001410871300 1999-11-01 150.43553910704300 1999-12-01 150.98607473286600 2000-01-01 153.12972960951902 2000-02-01 152.22295801545400 2000-03-01 157.78788715156298 2000-04-01 157.67142260200300 2000-05-01 157.90281005048100 2000-06-01 158.01447479778298 2000-07-01 157.26008268338200 2000-08-01 157.42693356591300 2000-09-01 158.30767677294100 2000-10-01 157.55036951774900 2000-11-01 156.97564369851400 2000-12-01 156.27636727176200 2001-01-01 157.73276679664900 2001-02-01 159.06491869378400 2001-03-01 159.36045011724500 2001-04-01 157.05339620312500 2001-05-01 157.54803132680800 2001-06-01 157.96041090780702 2001-07-01 157.25610863824198 2001-08-01 157.22619414226102 2001-09-01 157.29324856697000 2001-10-01 156.54885518255400 2001-11-01 155.97416051597900 2001-12-01 157.48431219015498 2002-01-01 156.24760599500098 2002-02-01 157.52695135409700 2002-03-01 157.19489544625900 2002-04-01 156.50047665139200 2002-05-01 156.08214488845800 2002-06-01 156.17543936670600 2002-07-01 156.18458419103600 2002-08-01 156.75606226516700 2002-09-01 155.18395056682300 2002-10-01 155.51800974848800 2002-11-01 155.44938745366800 2002-12-01 154.53385319883301 2003-01-01 154.40237976379300 2003-02-01 152.85441646006400 2003-03-01 153.40368030108800 2003-04-01 153.83425741901800 2003-05-01 154.26774926969298 2003-06-01 153.40633548980500 2003-07-01 154.51063377493800 2003-08-01 155.03688536603700 2003-09-01 155.34782585260100 2003-10-01 155.88973068425200 2003-11-01 155.88879181533100 2003-12-01 155.45911436756500 2004-01-01 155.82622532941000 2004-02-01 155.01311835836600 2004-03-01 156.89388958658500 2004-04-01 156.19312674069400 2004-05-01 156.14837312362000 2004-06-01 156.59497605964500 2004-07-01 156.88737527937900 2004-08-01 155.78078321681200 2004-09-01 156.80481940050400 2004-10-01 156.43455965233102 2004-11-01 156.43427310326300 2004-12-01 158.09699509551700 2005-01-01 156.46293397970500 2005-02-01 156.07564550996300 2005-03-01 153.86604430103700 2005-04-01 158.13018867791700 2005-05-01 159.12793057154698 2005-06-01 159.41241841048299 2005-07-01 159.83905515481700 2005-08-01 160.08340934624700 2005-09-01 160.11145806546900 2005-10-01 159.51273616382000 2005-11-01 161.27632646285500 2005-12-01 160.85129858387600 2006-01-01 161.75316880573800 2006-02-01 162.76372390886500 2006-03-01 162.94567082268298 2006-04-01 162.76093287357000 2006-05-01 162.65408519577000 2006-06-01 162.01796995286400 2006-07-01 161.52540990143100 2006-08-01 162.71769639701300 2006-09-01 163.11158739809100 2006-10-01 162.68926058358900 2006-11-01 162.61079724422500 2006-12-01 165.13822162501802 2007-01-01 166.26811026865300 2007-02-01 162.56581808905200 2007-03-01 164.53846421074000 2007-04-01 164.87178380097600 2007-05-01 165.30195961397200 2007-06-01 166.41010476504300 2007-07-01 166.54322976706700 2007-08-01 166.22997488827602 2007-09-01 166.52950922039102 2007-10-01 166.68896092843800 2007-11-01 165.71882504268700 2007-12-01 164.82155894552602 2008-01-01 165.61781632277500 2008-02-01 164.03790419749600 2008-03-01 162.82858208633800 2008-04-01 164.16527068523300 2008-05-01 163.40962225269200 2008-06-01 163.30341304874000 2008-07-01 162.37492147733800 2008-08-01 161.52212414512502 2008-09-01 159.41814146113100 2008-10-01 158.08719142386300 2008-11-01 155.70881653181900 2008-12-01 153.63391011534700 2009-01-01 150.89237634591498 2009-02-01 150.92257530772800 2009-03-01 147.23507390174998 2009-04-01 143.26293193374700 2009-05-01 142.39432924202998 2009-06-01 140.65762665710400 2009-07-01 139.16647609969900 2009-08-01 137.69864567051700 2009-09-01 137.12147516209998 2009-10-01 137.20431907690200 2009-11-01 135.30682500353400 2009-12-01 135.30413060278300 2010-01-01 134.27316928979800 2010-02-01 132.38539299372500 2010-03-01 133.01565172986201 2010-04-01 135.57262610274500 2010-05-01 134.56755571878900 2010-06-01 134.56726133971900 2010-07-01 135.51573118624700 2010-08-01 135.29975146259500 2010-09-01 134.70069166202200 2010-10-01 134.75721991487800 2010-11-01 136.22913128087401 2010-12-01 135.73450845565100 2011-01-01 135.37450307344500 2011-02-01 136.27645426147600 2011-03-01 137.07122512937300 2011-04-01 137.37488799984600 2011-05-01 137.70770545919700 2011-06-01 137.49450844427201 2011-07-01 137.24978568857100 2011-08-01 137.62830419861402 2011-09-01 137.05956007076000 2011-10-01 138.40647158758900 2011-11-01 139.43755311447500 2011-12-01 139.86079413593902 2012-01-01 140.64626633223200 2012-02-01 141.96112989278300 2012-03-01 140.43436981147800 2012-04-01 138.41830000553600 2012-05-01 136.07904465905200 2012-06-01 137.31344306242600 2012-07-01 136.23062599119498 2012-08-01 135.98588884463200 2012-09-01 137.52177361048200 2012-10-01 136.77429908225798 2012-11-01 136.49239744105000 2012-12-01 137.35327589089600 2013-01-01 138.08833372622800 2013-02-01 140.37028411364500 2013-03-01 139.38768233375500 2013-04-01 138.53467880785100 2013-05-01 138.37915724635200 2013-06-01 138.35091907136900 2013-07-01 139.07284444744000 2013-08-01 140.07902763001601 2013-09-01 140.63192045942301 2013-10-01 140.05096215488700 2013-11-01 139.49341161119900 2013-12-01 136.88970268069300 2014-01-01 139.17908776337500 2014-02-01 138.68162555879900 2014-03-01 138.60489140848700 2014-04-01 141.08472214804598 2014-05-01 141.76590920948800 2014-06-01 142.09641051590300 2014-07-01 143.18111963796500 2014-08-01 143.15766519359698 2014-09-01 143.47044578671400 2014-10-01 143.60375600575300 2014-11-01 144.03128924664802 2014-12-01 144.05311124556000 2015-01-01 143.12116379628800 2015-02-01 143.37395515969500 2015-03-01 141.70868200256300 2015-04-01 144.21640954524500 2015-05-01 145.24646845075898 2015-06-01 146.31110269571502 2015-07-01 146.23131324687800 2015-08-01 147.28093227998600 2015-09-01 147.55976050201500 2015-10-01 148.71012658893600 2015-11-01 149.04991080893900 2015-12-01 149.54131601021000 2016-01-01 149.08825754452000 2016-02-01 148.14037551364600 2016-03-01 149.22774274398700 2016-04-01 149.56176137381200 2016-05-01 148.53156437287700 2016-06-01 148.13585798871298 2016-07-01 149.12231470618100 2016-08-01 148.64044262553300 2016-09-01 148.29344676182800 2016-10-01 148.13698877991600 2016-11-01 148.66848799911100 2016-12-01 149.24774471925900 2017-01-01 150.53882425768600 2017-02-01 151.99240305573100 2017-03-01 150.04972477334100 2017-04-01 151.46844481251400 2017-05-01 152.70641473316400 2017-06-01 152.79999101104798 2017-07-01 152.09723297240900 2017-08-01 152.04262541256500 2017-09-01 152.33001611508200 2017-10-01 152.48569661400600 2017-11-01 152.82812442376400 2017-12-01 152.82078862003598 2018-01-01 151.02389091739100 2018-02-01 153.05088682796200 2018-03-01 152.84179040174500 2018-04-01 152.03072787969901 2018-05-01 153.13472641764400 2018-06-01 154.40873886331300 2018-07-01 154.65968687699900 2018-08-01 155.02965978718500 2018-09-01 155.47622099916902 2018-10-01 157.23586301851900 2018-11-01 157.05446319523000 2018-12-01 157.33116412761200 2019-01-01 158.17877849630900 2019-02-01 157.79103195761800 2019-03-01 157.99189379161300 2019-04-01 158.80054213437901 2019-05-01 159.00199323103000 2019-06-01 158.90733046962700 2019-07-01 158.97130537825900 2019-08-01 159.40944058347700 2019-09-01 159.78781486069100 2019-10-01 159.09011668741100 2019-11-01 159.28476669011800 2019-12-01 158.87991394413000 2020-01-01 160.51746497873302 2020-02-01 160.54765704044400 2020-03-01 160.48762832292000 2020-04-01 98.44593526276621 2020-05-01 138.17187080406600 2020-06-01 147.36335900561400 2020-07-01 148.54390466991399 2020-08-01 150.47544928388902 2020-09-01 151.78958362712999 2020-10-01 152.76047703752002 2020-11-01 153.70651591199900 2020-12-01 154.88015490298200 2021-01-01 155.11490547777500 2021-02-01 152.52496473108400 2021-03-01 156.30509509848300 2021-04-01 156.72086288891800 2021-05-01 156.30011750487100 2021-06-01 156.55215884766500 2021-07-01 157.63309065973300 2021-08-01 158.01830645409800 2021-09-01 158.29866173552400 2021-10-01 159.43951566202298 2021-11-01 160.25529105965800 2021-12-01 161.66379411216602 2022-01-01 160.08197452622800 2022-02-01 161.27971600457600 2022-03-01 163.32285438599000 2022-04-01 163.06599808813600 2022-05-01 163.18181685096002 2022-06-01 162.73146395605500 2022-07-01 162.76827057683002 2022-08-01 162.45455223544700 2022-09-01 162.82848665063200 2022-10-01 162.37942034914000 2022-11-01 162.66113381510700 2022-12-01 163.05750029559800 2023-01-01 164.22773154732700 2023-02-01 164.68698854443600 2023-03-01 164.42500631550200 2023-04-01 163.50142669247700 2023-05-01 162.90258496551100 2023-06-01 163.42204185901000 2023-07-01 162.97731753478100 2023-08-01 162.66191863996200 2023-09-01 162.52634625985100 2023-10-01 162.55358249689698 2023-11-01 160.65604470525000 2023-12-01 162.21018602005400 2024-01-01 161.14548691415200 2024-02-01 161.78611993645800 2024-03-01 160.89515058754900