Title: All Employees: Wholesale Trade: Professional and Commercial Equipment and Supplies Merchant Wholesalers in Texas Series ID: SMU48000004142340001SA 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 6:20 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/SMU48000004142340001). 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 51.087850718944104 1990-02-01 51.245723953726596 1990-03-01 51.232812067983890 1990-04-01 51.839040278640600 1990-05-01 51.582721754076005 1990-06-01 52.152814789517900 1990-07-01 52.069106116618100 1990-08-01 52.195456260213000 1990-09-01 52.245966854635500 1990-10-01 52.174756241549900 1990-11-01 52.109451330157000 1990-12-01 51.763939724438200 1991-01-01 51.789231074456610 1991-02-01 51.453007465670794 1991-03-01 51.224141132166300 1991-04-01 50.741741310998200 1991-05-01 50.472751883213300 1991-06-01 50.065095239876700 1991-07-01 49.657707430633400 1991-08-01 49.393309665686800 1991-09-01 49.046664076470200 1991-10-01 48.673632029374890 1991-11-01 48.533403258477200 1991-12-01 48.453113524895400 1992-01-01 48.387945945658800 1992-02-01 48.468509936545104 1992-03-01 48.391599828042100 1992-04-01 48.559028493767700 1992-05-01 48.465338167860700 1992-06-01 48.491621195808000 1992-07-01 48.541944162532700 1992-08-01 48.578700857420800 1992-09-01 48.438206376454710 1992-10-01 48.767147814642500 1992-11-01 48.762803510325604 1992-12-01 48.437377013030700 1993-01-01 47.900026500121406 1993-02-01 47.970267239026210 1993-03-01 47.972008178042500 1993-04-01 47.879680102770610 1993-05-01 47.885445058615700 1993-06-01 47.730561790470600 1993-07-01 47.817543264005096 1993-08-01 47.328320000373200 1993-09-01 47.206087274312495 1993-10-01 47.053442938163606 1993-11-01 47.290642590752704 1993-12-01 47.432281876815500 1994-01-01 47.526059721216605 1994-02-01 47.092431640265000 1994-03-01 46.833812147799996 1994-04-01 46.730013281914300 1994-05-01 46.526191338793000 1994-06-01 46.073565538126495 1994-07-01 45.663105506946000 1994-08-01 45.355699495276600 1994-09-01 44.248434384899205 1994-10-01 44.934976453051995 1994-11-01 44.631756187459600 1994-12-01 44.746136187699896 1995-01-01 44.850324768289700 1995-02-01 44.809980693754600 1995-03-01 45.015603175481200 1995-04-01 44.896689946204795 1995-05-01 44.967220760623100 1995-06-01 45.104799573901500 1995-07-01 44.911503082489700 1995-08-01 45.161429918555605 1995-09-01 45.362014323772900 1995-10-01 45.528876102593600 1995-11-01 45.679058155088210 1995-12-01 45.585969600676900 1996-01-01 45.584820779797200 1996-02-01 46.026553962191100 1996-03-01 45.862823885743000 1996-04-01 46.386204647164895 1996-05-01 46.303377469725290 1996-06-01 46.700397217957790 1996-07-01 47.864145682194795 1996-08-01 47.978701039245900 1996-09-01 48.084882056411296 1996-10-01 48.452256842232800 1996-11-01 49.039288537523900 1996-12-01 49.215909699810300 1997-01-01 48.820359718244600 1997-02-01 49.718993531193895 1997-03-01 50.428524953233210 1997-04-01 50.642127092121110 1997-05-01 50.997739122839000 1997-06-01 51.385680373935900 1997-07-01 52.134933923122610 1997-08-01 52.332052766796600 1997-09-01 52.839705588148604 1997-10-01 53.209386527833500 1997-11-01 53.281333387384000 1997-12-01 53.640913333089100 1998-01-01 54.354662202213404 1998-02-01 54.525562119667600 1998-03-01 54.655512312379706 1998-04-01 57.363484115851500 1998-05-01 58.055328116763000 1998-06-01 58.361159861592600 1998-07-01 58.703078776583900 1998-08-01 59.246821696991500 1998-09-01 59.659476013892900 1998-10-01 59.773905190125106 1998-11-01 60.014973586159500 1998-12-01 60.142932885136700 1999-01-01 62.274680634736605 1999-02-01 62.927026966818400 1999-03-01 63.105359929728300 1999-04-01 63.035807906132200 1999-05-01 63.170802694164200 1999-06-01 64.036215335023200 1999-07-01 64.208043757118800 1999-08-01 64.591755218791190 1999-09-01 64.720045111987400 1999-10-01 64.937562803816790 1999-11-01 65.319077885819100 1999-12-01 66.227462318770500 2000-01-01 66.303811223146300 2000-02-01 66.825744704407000 2000-03-01 66.254878983546700 2000-04-01 66.683442378986300 2000-05-01 67.001304769834090 2000-06-01 66.896620420207800 2000-07-01 67.038002733762710 2000-08-01 67.141279833401200 2000-09-01 67.703963017548700 2000-10-01 67.875713947911600 2000-11-01 68.312572436392500 2000-12-01 68.288724791020600 2001-01-01 68.823884776695600 2001-02-01 68.820912271735000 2001-03-01 69.368571068001000 2001-04-01 69.508056253073500 2001-05-01 68.747723720116200 2001-06-01 68.076386867608100 2001-07-01 67.879164567544490 2001-08-01 67.071286083969400 2001-09-01 66.271813253859700 2001-10-01 65.881926667114100 2001-11-01 65.283423173451200 2001-12-01 64.565129795803200 2002-01-01 63.832793011914600 2002-02-01 63.528897508096800 2002-03-01 63.699422786579400 2002-04-01 63.139533595940800 2002-05-01 63.040231388839800 2002-06-01 63.177791430815300 2002-07-01 63.201880450019500 2002-08-01 63.379270949817105 2002-09-01 63.411770900512600 2002-10-01 63.647231548387005 2002-11-01 63.862986927695700 2002-12-01 64.055167951477900 2003-01-01 63.830811337562800 2003-02-01 63.824416407816900 2003-03-01 63.652828041869000 2003-04-01 63.592942857714995 2003-05-01 63.564355858077604 2003-06-01 63.594749315974000 2003-07-01 63.029790990111100 2003-08-01 63.075063550821400 2003-09-01 63.018040579608300 2003-10-01 62.900725546079290 2003-11-01 62.831487294406000 2003-12-01 62.950865819528396 2004-01-01 63.136191787886105 2004-02-01 63.089940003353400 2004-03-01 63.088108072804790 2004-04-01 63.380840389379500 2004-05-01 63.523403387773705 2004-06-01 63.603643963133110 2004-07-01 63.670417340199900 2004-08-01 63.669980242189396 2004-09-01 63.609894461136210 2004-10-01 63.652329740748300 2004-11-01 63.612460640871800 2004-12-01 63.640762165249996 2005-01-01 63.819443028490600 2005-02-01 63.842522136681600 2005-03-01 63.821793715037900 2005-04-01 64.280747862782790 2005-05-01 64.372814442115400 2005-06-01 64.626558089503600 2005-07-01 65.024029763941710 2005-08-01 65.184486478573600 2005-09-01 65.495091559976900 2005-10-01 65.315503115458600 2005-11-01 64.877548102551400 2005-12-01 65.224205330026400 2006-01-01 65.293282421125100 2006-02-01 65.504186826759010 2006-03-01 65.630317213660400 2006-04-01 65.581642395090300 2006-05-01 65.518756736650100 2006-06-01 65.567221358685200 2006-07-01 65.870314088538500 2006-08-01 66.007374100093100 2006-09-01 66.397720617072610 2006-10-01 66.369598372653300 2006-11-01 67.133708149253900 2006-12-01 67.605602582261400 2007-01-01 67.368679640072200 2007-02-01 67.681529291324210 2007-03-01 67.938581116002800 2007-04-01 67.677645881470500 2007-05-01 67.855695249149000 2007-06-01 68.110094994135510 2007-07-01 67.912069417724600 2007-08-01 68.021897920057000 2007-09-01 68.014627968016400 2007-10-01 68.127802814606000 2007-11-01 67.076324646465510 2007-12-01 68.171157718232600 2008-01-01 68.456473784654110 2008-02-01 68.486930254986490 2008-03-01 68.454164194690500 2008-04-01 68.785341436642200 2008-05-01 69.079748014877990 2008-06-01 69.132963565326700 2008-07-01 69.031257661760300 2008-08-01 69.125594492166300 2008-09-01 69.331518833110300 2008-10-01 68.782334884985100 2008-11-01 68.736904240078600 2008-12-01 68.764272410245800 2009-01-01 68.335042432779600 2009-02-01 65.307055628724100 2009-03-01 65.387517887369900 2009-04-01 64.704093752445300 2009-05-01 64.189428909945600 2009-06-01 63.739449111796596 2009-07-01 63.615896347832795 2009-08-01 63.302907930677210 2009-09-01 63.136558906758204 2009-10-01 63.266827653807000 2009-11-01 63.123171884620000 2009-12-01 63.080830655187995 2010-01-01 65.411931242349910 2010-02-01 65.131289137820700 2010-03-01 64.602634877129700 2010-04-01 65.740848943127900 2010-05-01 65.700176135951100 2010-06-01 65.837240509681790 2010-07-01 65.960386463219400 2010-08-01 66.372073048353400 2010-09-01 66.529487508707900 2010-10-01 66.966965496194100 2010-11-01 67.240673102188710 2010-12-01 67.323272394975200 2011-01-01 67.382966734194200 2011-02-01 67.541601012944900 2011-03-01 67.907452742055400 2011-04-01 68.391086216904300 2011-05-01 68.818914016187490 2011-06-01 69.125166810205000 2011-07-01 69.494397938541700 2011-08-01 69.617145977500500 2011-09-01 70.011844509614700 2011-10-01 70.286895555707200 2011-11-01 70.481009435416300 2011-12-01 70.576813147917500 2012-01-01 70.654485136997600 2012-02-01 70.942504585442200 2012-03-01 70.993089948918800 2012-04-01 70.952377603233200 2012-05-01 71.041614583116210 2012-06-01 71.310723425006800 2012-07-01 71.123835994634500 2012-08-01 71.060905869682600 2012-09-01 70.880831279039710 2012-10-01 70.610278219050000 2012-11-01 70.431429088754000 2012-12-01 70.534056327397900 2013-01-01 70.934371056862500 2013-02-01 71.232115312448700 2013-03-01 70.999865489886700 2013-04-01 70.693020083815600 2013-05-01 70.768600560903210 2013-06-01 70.594509027375790 2013-07-01 70.474926814170400 2013-08-01 70.387755618913910 2013-09-01 70.527354963035100 2013-10-01 70.532729229632300 2013-11-01 70.683166049402800 2013-12-01 70.889401204094600 2014-01-01 70.832679991482200 2014-02-01 71.139799876999200 2014-03-01 70.816446938752290 2014-04-01 70.896391769760100 2014-05-01 71.091099266082100 2014-06-01 71.378546820756000 2014-07-01 71.648597858532000 2014-08-01 71.942024635526800 2014-09-01 71.961587536187410 2014-10-01 72.338800960116200 2014-11-01 72.404731703184080 2014-12-01 72.714865487637410 2015-01-01 73.155200872011010 2015-02-01 73.376740702238100 2015-03-01 73.569557422051090 2015-04-01 73.562102377194990 2015-05-01 73.715453717860500 2015-06-01 73.746065289790300 2015-07-01 74.150654828699200 2015-08-01 74.402096293386490 2015-09-01 74.198778479615400 2015-10-01 74.228462434046790 2015-11-01 74.406703180073790 2015-12-01 74.427748013300290 2016-01-01 74.493465301324700 2016-02-01 74.729571438117000 2016-03-01 74.725978087088010 2016-04-01 74.922323256818290 2016-05-01 74.922005568789600 2016-06-01 74.504659160844710 2016-07-01 75.447501504137290 2016-08-01 75.289949378325910 2016-09-01 75.362401492510910 2016-10-01 75.338635722071900 2016-11-01 75.194590258934600 2016-12-01 75.120108100854800 2017-01-01 75.222980512749300 2017-02-01 75.367146696827000 2017-03-01 75.574982821715300 2017-04-01 75.879313923783410 2017-05-01 75.941334710266590 2017-06-01 76.055228274210990 2017-07-01 75.831931134352900 2017-08-01 75.885256164611500 2017-09-01 76.259905587507200 2017-10-01 76.361935423980000 2017-11-01 76.604797076873100 2017-12-01 76.725965084901900 2018-01-01 76.216155966165200 2018-02-01 76.572877767776790 2018-03-01 76.788358670660910 2018-04-01 77.158806542296290 2018-05-01 77.356710342361500 2018-06-01 77.612226184869500 2018-07-01 77.699423550812300 2018-08-01 78.098434709301200 2018-09-01 78.498838240410590 2018-10-01 78.609256292038500 2018-11-01 78.722290015877090 2018-12-01 79.109471042264000 2019-01-01 78.681311771986000 2019-02-01 78.948813236477700 2019-03-01 79.196526543489100 2019-04-01 79.240983513064400 2019-05-01 79.889774052781200 2019-06-01 80.195520596029000 2019-07-01 80.647013537704100 2019-08-01 81.000536873076800 2019-09-01 81.167958571790410 2019-10-01 81.529903709349910 2019-11-01 82.062088052898500 2019-12-01 82.507570646679300 2020-01-01 83.047049714389900 2020-02-01 83.191331994257500 2020-03-01 83.290018130194410 2020-04-01 81.835699559539400 2020-05-01 81.413552336729500 2020-06-01 81.400477641406100 2020-07-01 81.288516655280590 2020-08-01 81.111944259070410 2020-09-01 81.048244595552200 2020-10-01 81.040095974665090 2020-11-01 81.097196221194600 2020-12-01 81.305795529455700 2021-01-01 81.917588757855410 2021-02-01 82.224399914496400 2021-03-01 82.684223551241900 2021-04-01 82.916014503467710 2021-05-01 83.535277122008000 2021-06-01 84.124555051027100 2021-07-01 85.153278125599500 2021-08-01 85.330133114390210 2021-09-01 85.502127114901910 2021-10-01 86.418001207915600 2021-11-01 87.230883036449000 2021-12-01 87.915050262398300 2022-01-01 87.804884423633500 2022-02-01 88.771526934441910 2022-03-01 89.177490841201800 2022-04-01 90.003608632210400 2022-05-01 90.633590158698600 2022-06-01 90.940690137643200 2022-07-01 92.148421007353300 2022-08-01 92.661952871507710 2022-09-01 92.827763124686800 2022-10-01 93.296546318903700 2022-11-01 93.141567720135800 2022-12-01 93.204716131874080 2023-01-01 93.206399198280790 2023-02-01 93.346742882669600 2023-03-01 93.282134281502990 2023-04-01 93.389024734767400 2023-05-01 93.224644151889920 2023-06-01 93.159051346546200 2023-07-01 92.659688849061800 2023-08-01 92.683747766146510 2023-09-01 93.331776297381600 2023-10-01 93.166970264450400 2023-11-01 92.945232119535900 2023-12-01 93.694421420747800 2024-01-01 94.720392615636000 2024-02-01 94.336713860300720