Title: All Employees: Wholesale Trade in Walla Walla, WA (MSA) Series ID: SMU53474604100000001SA 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: 2000-01-01 to 2023-04-01 Last Updated: 2023-05-20 4:16 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/SMU53474604100000001). 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 2000-01-01 1.0033856246280500 2000-02-01 0.9342096819629230 2000-03-01 0.9597934713589991 2000-04-01 1.0165752826498800 2000-05-01 1.0286832512861800 2000-06-01 1.1587790745498500 2000-07-01 1.0563746186985400 2000-08-01 1.0462223872662400 2000-09-01 1.0164117495368600 2000-10-01 1.0216306961202999 2000-11-01 1.0100495096409599 2000-12-01 0.9765078948922870 2001-01-01 1.0040441431805900 2001-02-01 1.0421087901267700 2001-03-01 1.0703397559021200 2001-04-01 0.7612092317705039 2001-05-01 1.0267792778376500 2001-06-01 1.0872718084291400 2001-07-01 1.0700148125447100 2001-08-01 1.0576863158023000 2001-09-01 0.9059377114504961 2001-10-01 1.0163224116888900 2001-11-01 1.0064552763863701 2001-12-01 0.9676249905826229 2002-01-01 0.8740552002516230 2002-02-01 0.9256401130180030 2002-03-01 0.8197596050712290 2002-04-01 0.6721268228078661 2002-05-01 0.8665439700539980 2002-06-01 0.8529919110270290 2002-07-01 0.8221881967660101 2002-08-01 0.9010053592490551 2002-09-01 0.7933204845780640 2002-10-01 0.7819664115528460 2002-11-01 0.7769306636673009 2002-12-01 0.8263168542305510 2003-01-01 0.8569611537871170 2003-02-01 0.8178320841387329 2003-03-01 0.9152425722499560 2003-04-01 0.8388946393154310 2003-05-01 0.7129337308313879 2003-06-01 0.7885017614578660 2003-07-01 0.9421866405653520 2003-08-01 0.8298523828973371 2003-09-01 0.8815196202686330 2003-10-01 0.8722185363718580 2003-11-01 0.8680438274479381 2003-12-01 0.7987988344778060 2004-01-01 0.8431959145681740 2004-02-01 0.8284021715691100 2004-03-01 0.9075821148675071 2004-04-01 0.9346393181606959 2004-05-01 0.8793325046259440 2004-06-01 0.8925071895233159 2004-07-01 0.8675806561917050 2004-08-01 0.8324850759145729 2004-09-01 0.8796405460311640 2004-10-01 0.8580344525074300 2004-11-01 0.8559106667408280 2004-12-01 0.8775726811633341 2005-01-01 0.8258203408805910 2005-02-01 0.8254662006896740 2005-03-01 0.7978679867910700 2005-04-01 0.7020762464603710 2005-05-01 0.8119006741742439 2005-06-01 0.8211783381951361 2005-07-01 0.7730609304611852 2005-08-01 0.8174672406342021 2005-09-01 0.7840601114456270 2005-10-01 0.8473265443306189 2005-11-01 0.8441267543756560 2005-12-01 0.8577135472070301 2006-01-01 0.8106455571984270 2006-02-01 0.8137556716593790 2006-03-01 0.8032167387050640 2006-04-01 0.7286361494770430 2006-05-01 0.8353652905025709 2006-06-01 0.8433038702081221 2006-07-01 0.8512551652080910 2006-08-01 0.8903929042097389 2006-09-01 0.8708097023025600 2006-10-01 0.8448484879660040 2006-11-01 0.8390355489978271 2006-12-01 0.8561670441032160 2007-01-01 0.9038977572291022 2007-02-01 0.9113271084244420 2007-03-01 0.9135690382005600 2007-04-01 0.9413814095476329 2007-05-01 0.9574791559660071 2007-06-01 0.8706362206683940 2007-07-01 0.9192883028482829 2007-08-01 0.8841587881941970 2007-09-01 0.8540377462021780 2007-10-01 0.8376862514686190 2007-11-01 0.8289084912574470 2007-12-01 0.7524051122123580 2008-01-01 0.8850583958821620 2008-02-01 0.7851233361345649 2008-03-01 0.7814537220520901 2008-04-01 0.7761298192083320 2008-05-01 0.7379702850094840 2008-06-01 0.7906948576593960 2008-07-01 0.8118659276447100 2008-08-01 0.7996501717284109 2008-09-01 0.8320812206772299 2008-10-01 0.8277410444952991 2008-11-01 0.8191485763475190 2008-12-01 0.7491098838200230 2009-01-01 0.7647340186129851 2009-02-01 0.7737474274076280 2009-03-01 0.7634969085591880 2009-04-01 0.6988451993250121 2009-05-01 0.7761312632225209 2009-06-01 0.8012369352658080 2009-07-01 0.8074877113151041 2009-08-01 0.8917985891308041 2009-09-01 0.8200109697585009 2009-10-01 0.8202146990764940 2009-11-01 0.8154692895816271 2009-12-01 0.8404489189383191 2010-01-01 0.8637366626547740 2010-02-01 0.7647439251852560 2010-03-01 0.8550675177056240 2010-04-01 0.8194160963556440 2010-05-01 0.8073689248182979 2010-06-01 0.8099663317169771 2010-07-01 0.7183458422642809 2010-08-01 0.8038494165319109 2010-09-01 0.8098212400516429 2010-10-01 0.8141740492845421 2010-11-01 0.8118511375655900 2010-12-01 0.8256796590116260 2011-01-01 0.7589605539024301 2011-02-01 0.7621270202317350 2011-03-01 0.7427964510254750 2011-04-01 0.7241209848322528 2011-05-01 0.7171913326919730 2011-06-01 0.7142457878672158 2011-07-01 0.7172434921246860 2011-08-01 0.7103534268100269 2011-09-01 0.7162641996555309 2011-10-01 0.7132762548132829 2011-11-01 0.7135226483200692 2011-12-01 0.7191575706030790 2012-01-01 0.7592146678091960 2012-02-01 0.7612164912407630 2012-03-01 0.7410907940628341 2012-04-01 0.7261247753769180 2012-05-01 0.7223509602939470 2012-06-01 0.7126859305256329 2012-07-01 0.7169832350471701 2012-08-01 0.7029310013825529 2012-09-01 0.7124233227870100 2012-10-01 0.7119931239808409 2012-11-01 0.7194902521506559 2012-12-01 0.7248320141950629 2013-01-01 0.6586450561957040 2013-02-01 0.6590163229921889 2013-03-01 0.6322770879619430 2013-04-01 0.7204711727482371 2013-05-01 0.7195010348582671 2013-06-01 0.7049797175235860 2013-07-01 0.7140910547071421 2013-08-01 0.7785249980587350 2013-09-01 0.7162793954883030 2013-10-01 0.7176235557848810 2013-11-01 0.7339630096436000 2013-12-01 0.7384567588272740 2014-01-01 0.7640098418132528 2014-02-01 0.7665553933435060 2014-03-01 0.7296982453190520 2014-04-01 0.7223813923391321 2014-05-01 0.7212910307502439 2014-06-01 0.7918052959384360 2014-07-01 0.7090861898039441 2014-08-01 0.7703270538256720 2014-09-01 0.8150186492286800 2014-10-01 0.8274720738999399 2014-11-01 0.7467032184672700 2014-12-01 0.7481788417435810 2015-01-01 0.7613556106489270 2015-02-01 0.7636404530810881 2015-03-01 0.8225245656762891 2015-04-01 0.8237647583002299 2015-05-01 0.8208392344607021 2015-06-01 0.7857913705608081 2015-07-01 0.7884994660527951 2015-08-01 0.7702147406789329 2015-09-01 0.7456879078128470 2015-10-01 0.7345450112308830 2015-11-01 0.7492970960379190 2015-12-01 0.7489328029872281 2016-01-01 0.7489616116405860 2016-02-01 0.7483782353263159 2016-03-01 0.8190994372880530 2016-04-01 0.7242736261611301 2016-05-01 0.7194076928140191 2016-06-01 0.7854335355335150 2016-07-01 0.7850326103987610 2016-08-01 0.7784261064556010 2016-09-01 0.7602476525046490 2016-10-01 0.7377839440674759 2016-11-01 0.7432581633933760 2016-12-01 0.7434242256641709 2017-01-01 0.7445712402376070 2017-02-01 0.7394763120179071 2017-03-01 0.7176012913852720 2017-04-01 0.7166651749471110 2017-05-01 0.7129265690642409 2017-06-01 0.6957309337328540 2017-07-01 0.7016792722665940 2017-08-01 0.7031023970220880 2017-09-01 0.6781838887644100 2017-10-01 0.7329823743110471 2017-11-01 0.7319317471251050 2017-12-01 0.7352111201654421 2018-01-01 0.7458696394965421 2018-02-01 0.7310744490058411 2018-03-01 0.7197909518823341 2018-04-01 0.7113931370381791 2018-05-01 0.7094713295518950 2018-06-01 0.7014000516544300 2018-07-01 0.7085588393551630 2018-08-01 0.7113346567886100 2018-09-01 0.7770061626714491 2018-10-01 0.7220695909115250 2018-11-01 0.8335080073122092 2018-12-01 0.8415138817179659 2019-01-01 0.7580217506672579 2019-02-01 0.7252348200636161 2019-03-01 0.7168447047181659 2019-04-01 0.8036021614391970 2019-05-01 0.8043858577487080 2019-06-01 0.8045069600909520 2019-07-01 0.7124661993679430 2019-08-01 0.8026162583978249 2019-09-01 0.7868591526428970 2019-10-01 0.8103372041244890 2019-11-01 0.8392403407527049 2019-12-01 0.8501367648810330 2020-01-01 0.7709361014263540 2020-02-01 0.8157339750482958 2020-03-01 0.8110615355660230 2020-04-01 0.8018967477364950 2020-05-01 0.8029134347641170 2020-06-01 0.8027264709640729 2020-07-01 0.8016694993091351 2020-08-01 0.8014826774351500 2020-09-01 0.7925219807929429 2020-10-01 0.8020205124114621 2020-11-01 0.7444290128107428 2020-12-01 0.7556047379688551 2021-01-01 0.7755515769676610 2021-02-01 0.8049037403290220 2021-03-01 0.8037504948620750 2021-04-01 0.7997799438724700 2021-05-01 0.8009391966984251 2021-06-01 0.8009427994791000 2021-07-01 0.8021644331122790 2021-08-01 0.8011702859360820 2021-09-01 0.8007094200299331 2021-10-01 0.8014505956901601 2021-11-01 0.7488759806369680 2021-12-01 0.7587305928784900 2022-01-01 0.7713869295553499 2022-02-01 0.8010960152277941 2022-03-01 0.8005748805191271 2022-04-01 0.7992479225315780 2022-05-01 0.7999961202592959 2022-06-01 0.8002378163178979 2022-07-01 0.8033977565316580 2022-08-01 0.8029670045591490 2022-09-01 0.8038075435625210 2022-10-01 0.8084192052548499 2022-11-01 0.8535274531291079 2022-12-01 0.8613400626710892 2023-01-01 0.8718872578781350 2023-02-01 0.8060376106900060 2023-03-01 0.8023039474320550 2023-04-01 0.7980175349269070