Title: All Employees: Wholesale Trade in Kingston, NY (MSA) Series ID: SMU36287404100000001SA 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 2020-12-01 Last Updated: 2021-01-26 3:28 PM CST Notes: The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodel' 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 'statsmodel' 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/srd/www/x13as/). 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/SMU36287404100000001). 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 2.2444643904114900 1990-02-01 2.1831172087034700 1990-03-01 2.1506228569927903 1990-04-01 2.1064711036772300 1990-05-01 2.0708478996975800 1990-06-01 2.0645309959343100 1990-07-01 2.1482988854590400 1990-08-01 2.0564518595531203 1990-09-01 1.9854452120571400 1990-10-01 1.9522051638182500 1990-11-01 1.9800360818822300 1990-12-01 1.8782975347706898 1991-01-01 2.0397127845140600 1991-02-01 1.9706211921611500 1991-03-01 1.9451138975031999 1991-04-01 1.9057017277447000 1991-05-01 1.8763551711621698 1991-06-01 1.8666940035775200 1991-07-01 1.8431841098545700 1991-08-01 1.8619622257840800 1991-09-01 1.8854810799498400 1991-10-01 1.8580503988224700 1991-11-01 1.7824231290869201 1991-12-01 1.7797713101713701 1992-01-01 1.7346252098685300 1992-02-01 1.7549866931594100 1992-03-01 1.7356614124121600 1992-04-01 1.9066919092346400 1992-05-01 1.8795307530473102 1992-06-01 1.8651066008402900 1992-07-01 1.9474049846612600 1992-08-01 1.8690666478616003 1992-09-01 1.8847183732731700 1992-10-01 1.9595878034724700 1992-11-01 1.9807438215597999 1992-12-01 1.9777534848447800 1993-01-01 1.9403489747765499 1993-02-01 1.9523039781633702 1993-03-01 1.9264290280495400 1993-04-01 2.0138003782736997 1993-05-01 1.9801559769380600 1993-06-01 1.9615157522887500 1993-07-01 1.9421070416844300 1993-08-01 1.9770474683352801 1993-09-01 1.9874414183339700 1993-10-01 1.9679585785255100 1993-11-01 1.9825101426018900 1993-12-01 1.9812426258636400 1994-01-01 2.0423389881259300 1994-02-01 2.0408898237659900 1994-03-01 2.0118695799432300 1994-04-01 2.0184662621910103 1994-05-01 1.9821057239322800 1994-06-01 2.0609286740733400 1994-07-01 2.0357474445880100 1994-08-01 2.0831773496746200 1994-09-01 2.0863165597922200 1994-10-01 2.0789570532928300 1994-11-01 2.0911078014894000 1994-12-01 2.0929373091057700 1995-01-01 2.0363568947380600 1995-02-01 2.0265053921077700 1995-03-01 2.0889984536261696 1995-04-01 1.9233373527239500 1995-05-01 1.8884870643277902 1995-06-01 1.8643777920091498 1995-07-01 1.7232629004316002 1995-08-01 1.7863900130431398 1995-09-01 1.7884365122230500 1995-10-01 1.7933778558122098 1995-11-01 1.8008567826513502 1995-12-01 1.8040514519007500 1996-01-01 1.5251379518537400 1996-02-01 1.5130388515926400 1996-03-01 1.5769608813085902 1996-04-01 1.5171972970462502 1996-05-01 1.5938694656899000 1996-06-01 1.5703447769027900 1996-07-01 1.6196464671976400 1996-08-01 1.5898204978108799 1996-09-01 1.5887961817299800 1996-10-01 1.5953150654371500 1996-11-01 1.6043701568580300 1996-12-01 1.6126111884139698 1997-01-01 1.7288491851604800 1997-02-01 1.7148680401940000 1997-03-01 1.6653039411520703 1997-04-01 1.7174393117135900 1997-05-01 1.6953071396343702 1997-06-01 1.6704354197010800 1997-07-01 1.7188020900667000 1997-08-01 1.6915119803543202 1997-09-01 1.6883878004092600 1997-10-01 1.5883374242554000 1997-11-01 1.6031683244855300 1997-12-01 1.6145641793558299 1998-01-01 1.7341986828641900 1998-02-01 1.7169403770998600 1998-03-01 1.7646983973552300 1998-04-01 1.7128463008514800 1998-05-01 1.6981045567207700 1998-06-01 1.7755739826780599 1998-07-01 1.7184461893411200 1998-08-01 1.7938556806583301 1998-09-01 1.7802136376495599 1998-10-01 1.7761354559137200 1998-11-01 1.7976784156230300 1998-12-01 1.8132283774990700 1999-01-01 1.7395312834169099 1999-02-01 1.7228029123478400 1999-03-01 1.7715861504923400 1999-04-01 1.8117328095311600 1999-05-01 1.8045435414610000 1999-06-01 1.7831206732528100 1999-07-01 1.7204045242161399 1999-08-01 1.6964891754811102 1999-09-01 1.6696390399714300 1999-10-01 1.7645884893244401 1999-11-01 1.7882752175796002 1999-12-01 1.6999199004942700 2000-01-01 1.7522453563304299 2000-02-01 1.7291716693368800 2000-03-01 1.6816564804911500 2000-04-01 1.7120974464063201 2000-05-01 1.7099918526674198 2000-06-01 1.6929660097903800 2000-07-01 1.7208584652647700 2000-08-01 1.7021304470069700 2000-09-01 1.6530659018130600 2000-10-01 1.6590006703116500 2000-11-01 1.5791962806244600 2000-12-01 1.5877991487613700 2001-01-01 1.4519441929054200 2001-02-01 1.5343191615114000 2001-03-01 1.4943622374450400 2001-04-01 1.4108985976953798 2001-05-01 1.4097081024628800 2001-06-01 1.4010228078902400 2001-07-01 1.4136058914423600 2001-08-01 1.4039914577624900 2001-09-01 1.4471309055133101 2001-10-01 1.3642930453977800 2001-11-01 1.3769860872215602 2001-12-01 1.3795664034671997 2002-01-01 1.3557201725793302 2002-02-01 1.3340934320166800 2002-03-01 1.3056781501042198 2002-04-01 1.4090109279771700 2002-05-01 1.4079502389681500 2002-06-01 1.4039381763877100 2002-07-01 1.4109754474849600 2002-08-01 1.4079763014346600 2002-09-01 1.4367201593772398 2002-10-01 1.4641129003071298 2002-11-01 1.4763001124020503 2002-12-01 1.4703542250672700 2003-01-01 1.4613902854633200 2003-02-01 1.5448087571877500 2003-03-01 1.5178471501634800 2003-04-01 1.4029583582280503 2003-05-01 1.4039063357618200 2003-06-01 1.4019982984401700 2003-07-01 1.4115449141405503 2003-08-01 1.4126629670216600 2003-09-01 1.4347666012074500 2003-10-01 1.3681694228442100 2003-11-01 1.3812244756590400 2003-12-01 1.3680485691747002 2004-01-01 1.4586480217148101 2004-02-01 1.3390731934661600 2004-03-01 1.3207791065650200 2004-04-01 1.3987482214089200 2004-05-01 1.3999596675709500 2004-06-01 1.3981643498769298 2004-07-01 1.4137301088317400 2004-08-01 1.4175208524775200 2004-09-01 1.3429290079015500 2004-10-01 1.3693686347447300 2004-11-01 1.3848479763395602 2004-12-01 1.3684578078063998 2005-01-01 1.3440427411167601 2005-02-01 1.3367822086232100 2005-03-01 1.3253648276100800 2005-04-01 1.3965742834992299 2005-05-01 1.3980202925874499 2005-06-01 1.3970673166487900 2005-07-01 1.3120164508578702 2005-08-01 1.3157842231103702 2005-09-01 1.3533483147880900 2005-10-01 1.3692943628361598 2005-11-01 1.2872497069150102 2005-12-01 1.3722119428452900 2006-01-01 1.3337056588269200 2006-02-01 1.3305191801740301 2006-03-01 1.3257038066919098 2006-04-01 1.2996858574194600 2006-05-01 1.2998208758010500 2006-06-01 1.2985770854418701 2006-07-01 1.3127611797033200 2006-08-01 1.3110806920228202 2006-09-01 1.3598439801373898 2006-10-01 1.3680396639286700 2006-11-01 1.2856583369098800 2006-12-01 1.3789912549925700 2007-01-01 1.4292533352515700 2007-02-01 1.4306025934537500 2007-03-01 1.4223659760648701 2007-04-01 1.4029991243401900 2007-05-01 1.4034932939616000 2007-06-01 1.4034152887643000 2007-07-01 1.4142726946110702 2007-08-01 1.4060055754180600 2007-09-01 1.3626865902295900 2007-10-01 1.3644853109665400 2007-11-01 1.3768650205749300 2007-12-01 1.3913848642942400 2008-01-01 1.4274308863112700 2008-02-01 1.4282916362207903 2008-03-01 1.4155222895658100 2008-04-01 1.4065521495948503 2008-05-01 1.4100944039872598 2008-06-01 1.4070464994153202 2008-07-01 1.4173490786513800 2008-08-01 1.3959767090891600 2008-09-01 1.3614033239800802 2008-10-01 1.3627620725651899 2008-11-01 1.3701176077498800 2008-12-01 1.4032927707750500 2009-01-01 1.3253234615848000 2009-02-01 1.3270718783051398 2009-03-01 1.3100200398530701 2009-04-01 1.3069809459823998 2009-05-01 1.3136537966013400 2009-06-01 1.3081927541310300 2009-07-01 1.3170344813577300 2009-08-01 1.3885345299728800 2009-09-01 1.3625668774117000 2009-10-01 1.3614272266604600 2009-11-01 1.3656108752026102 2009-12-01 1.3099064834243601 2010-01-01 1.3253845994459200 2010-02-01 1.3269621740387800 2010-03-01 1.4109657034747100 2010-04-01 1.4058797121268800 2010-05-01 1.4163825318675800 2010-06-01 1.4078296946522000 2010-07-01 1.4228759158742600 2010-08-01 1.3820339424293797 2010-09-01 1.4615330296425500 2010-10-01 1.4587202999860600 2010-11-01 1.4656490158817101 2010-12-01 1.4129531203293402 2011-01-01 1.4251298154663600 2011-02-01 1.4272680692629098 2011-03-01 1.4094565690056300 2011-04-01 1.5054600179212498 2011-05-01 1.4155147793144802 2011-06-01 1.5080497154404098 2011-07-01 1.4234845826597100 2011-08-01 1.4814271115350300 2011-09-01 1.4652294908710200 2011-10-01 1.4608740985413500 2011-11-01 1.4716190501422801 2011-12-01 1.5125940644141000 2012-01-01 1.5198609628643998 2012-02-01 1.5224554059627900 2012-03-01 1.5103921757360600 2012-04-01 1.5056750104386898 2012-05-01 1.5161269603812502 2012-06-01 1.5075605371750000 2012-07-01 1.5249026778769401 2012-08-01 1.4816572880608703 2012-09-01 1.4733222418895400 2012-10-01 1.5615593335208900 2012-11-01 1.4796071104856900 2012-12-01 1.5078906193933100 2013-01-01 1.5115698043433898 2013-02-01 1.5150144074602400 2013-03-01 1.5100414612990298 2013-04-01 1.5078288990184399 2013-05-01 1.5143192127887801 2013-06-01 1.5075322550593000 2013-07-01 1.5196294821876700 2013-08-01 1.5871836903807300 2013-09-01 1.5845208225555398 2013-10-01 1.5608026142883100 2013-11-01 1.5806303408038900 2013-12-01 1.5032640364671799 2014-01-01 1.6069025040294000 2014-02-01 1.6104159547564798 2014-03-01 1.6121325764875098 2014-04-01 1.5093925027316102 2014-05-01 1.6132955184898100 2014-06-01 1.6088976681918400 2014-07-01 1.6174003611678898 2014-08-01 1.5914846548432500 2014-09-01 1.5941198507710300 2014-10-01 1.5597114529463900 2014-11-01 1.5748554666955500 2014-12-01 1.6013721609930398 2015-01-01 1.6103939675958200 2015-02-01 1.6088070548200000 2015-03-01 1.6106690338793501 2015-04-01 1.6131509811434799 2015-05-01 1.6100081274536700 2015-06-01 1.6084221773778702 2015-07-01 1.6120483641933399 2015-08-01 1.5986161670262300 2015-09-01 1.5993538610759800 2015-10-01 1.6567508350665803 2015-11-01 1.5651266235420400 2015-12-01 1.6998432296692400 2016-01-01 1.6206622162667300 2016-02-01 1.6072828594871100 2016-03-01 1.6099257950976202 2016-04-01 1.6140173302790300 2016-05-01 1.6077586883094500 2016-06-01 1.7060268530673999 2016-07-01 1.6143495868786800 2016-08-01 1.6004541175843200 2016-09-01 1.6012010161842400 2016-10-01 1.6584186819651499 2016-11-01 1.6548451984713302 2016-12-01 1.5936751387921700 2017-01-01 1.6328315246463300 2017-02-01 1.5048679895825800 2017-03-01 1.5059007188018300 2017-04-01 1.6193033108470100 2017-05-01 1.6086323572941599 2017-06-01 1.6002129944440002 2017-07-01 1.6189480249349197 2017-08-01 1.6040448281594100 2017-09-01 1.5984749592212502 2017-10-01 1.5618617886685202 2017-11-01 1.6505672259445800 2017-12-01 1.5859236784343400 2018-01-01 1.5379380215643700 2018-02-01 1.6043604546294299 2018-03-01 1.6035781504067900 2018-04-01 1.5214146826674300 2018-05-01 1.6112063840853700 2018-06-01 1.5971691734090900 2018-07-01 1.6282224729761001 2018-08-01 1.6040802961554700 2018-09-01 1.5915905970473400 2018-10-01 1.5648844358352199 2018-11-01 1.5525672938501800 2018-12-01 1.5768087685317900 2019-01-01 1.5420848056376002 2019-02-01 1.6031660028155101 2019-03-01 1.5992926251450903 2019-04-01 1.6293396984655402 2019-05-01 1.6154643690791899 2019-06-01 1.5943817461472902 2019-07-01 1.5330176804259599 2019-08-01 1.6055369183489400 2019-09-01 1.4839375624770100 2019-10-01 1.5669450196790200 2019-11-01 1.5560109459544800 2019-12-01 1.5688629965511000 2020-01-01 1.5428574751547302 2020-02-01 1.5025199310970800 2020-03-01 1.4973814097684300 2020-04-01 1.4273338131369600 2020-05-01 1.4161152508508998 2020-06-01 1.4943034971318998 2020-07-01 1.4372870633071900 2020-08-01 1.4049724007126200 2020-09-01 1.4791629716622600 2020-10-01 1.4680702338560199 2020-11-01 1.4627514697437800 2020-12-01 1.4649066990371498