Table Data - All Employees: Wholesale Trade in Reading, PA (MSA)
| Title | All Employees: Wholesale Trade in Reading, PA (MSA) |
|---|---|
| Series ID | SMU42397404100000001SA |
| 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 2026-05-01 |
| Last Updated | 2026-06-24 10:00 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. More information on X-13ARIMA-SEATS can be found here. 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. 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 | 5.73639468143357 |
| 1990-02-01 | 5.87320067761349 |
| 1990-03-01 | 5.77775978804636 |
| 1990-04-01 | 5.64613993706101 |
| 1990-05-01 | 5.54317766235201 |
| 1990-06-01 | 5.65317704389156 |
| 1990-07-01 | 5.62848004337360 |
| 1990-08-01 | 5.64031749826730 |
| 1990-09-01 | 5.64566088608461 |
| 1990-10-01 | 5.27300235838165 |
| 1990-11-01 | 5.28200597470949 |
| 1990-12-01 | 5.29309765791639 |
| 1991-01-01 | 5.44312985142180 |
| 1991-02-01 | 5.37827015283256 |
| 1991-03-01 | 5.37883479918953 |
| 1991-04-01 | 5.34281166197504 |
| 1991-05-01 | 5.34393480561271 |
| 1991-06-01 | 5.25642199800229 |
| 1991-07-01 | 5.42558096033500 |
| 1991-08-01 | 5.33888652588455 |
| 1991-09-01 | 5.33851513492211 |
| 1991-10-01 | 5.37054606479017 |
| 1991-11-01 | 5.37989394678823 |
| 1991-12-01 | 5.39098497783530 |
| 1992-01-01 | 5.45401273808278 |
| 1992-02-01 | 5.38573072827588 |
| 1992-03-01 | 5.38354667874579 |
| 1992-04-01 | 5.43609264200875 |
| 1992-05-01 | 5.44433065800376 |
| 1992-06-01 | 5.55845253410351 |
| 1992-07-01 | 5.42491571814352 |
| 1992-08-01 | 5.44035642749743 |
| 1992-09-01 | 5.42803728196270 |
| 1992-10-01 | 5.46647023641746 |
| 1992-11-01 | 5.47536466263988 |
| 1992-12-01 | 5.48537879662182 |
| 1993-01-01 | 5.46953546335321 |
| 1993-02-01 | 5.49207072185668 |
| 1993-03-01 | 5.48606009964960 |
| 1993-04-01 | 5.52764669588282 |
| 1993-05-01 | 5.54688777554095 |
| 1993-06-01 | 5.56100894084238 |
| 1993-07-01 | 5.62993798113899 |
| 1993-08-01 | 5.64632448522078 |
| 1993-09-01 | 5.61649896081661 |
| 1993-10-01 | 5.66358209160999 |
| 1993-11-01 | 5.66589293883861 |
| 1993-12-01 | 5.67504199860187 |
| 1994-01-01 | 5.68748951087149 |
| 1994-02-01 | 5.69473945869042 |
| 1994-03-01 | 5.78190684351279 |
| 1994-04-01 | 5.82618830678234 |
| 1994-05-01 | 5.85266329903504 |
| 1994-06-01 | 5.85699594115410 |
| 1994-07-01 | 5.94210589788292 |
| 1994-08-01 | 6.05242664836769 |
| 1994-09-01 | 6.00845849789365 |
| 1994-10-01 | 5.96631060831139 |
| 1994-11-01 | 5.95421509764359 |
| 1994-12-01 | 5.96121091884336 |
| 1995-01-01 | 6.00189265729278 |
| 1995-02-01 | 5.99351213354979 |
| 1995-03-01 | 5.97042463660300 |
| 1995-04-01 | 6.02910406535667 |
| 1995-05-01 | 6.06452011999531 |
| 1995-06-01 | 6.15091015050568 |
| 1995-07-01 | 6.05430421525987 |
| 1995-08-01 | 6.05564670296027 |
| 1995-09-01 | 6.10053001042327 |
| 1995-10-01 | 6.07734776227535 |
| 1995-11-01 | 6.04907896513667 |
| 1995-12-01 | 6.05253031488182 |
| 1996-01-01 | 6.00393855045733 |
| 1996-02-01 | 6.08667120959222 |
| 1996-03-01 | 6.15947297805261 |
| 1996-04-01 | 6.03344905898819 |
| 1996-05-01 | 5.97701770612813 |
| 1996-06-01 | 5.93724975497248 |
| 1996-07-01 | 5.96828984395038 |
| 1996-08-01 | 5.95972299081484 |
| 1996-09-01 | 5.99859135135161 |
| 1996-10-01 | 6.08752259997128 |
| 1996-11-01 | 6.15063320397742 |
| 1996-12-01 | 6.14505669865244 |
| 1997-01-01 | 6.09670896159027 |
| 1997-02-01 | 6.07855300060839 |
| 1997-03-01 | 6.15602259076453 |
| 1997-04-01 | 6.03387535869763 |
| 1997-05-01 | 6.08748640069123 |
| 1997-06-01 | 6.12775257844287 |
| 1997-07-01 | 5.97833294635777 |
| 1997-08-01 | 6.05983051121166 |
| 1997-09-01 | 5.90319373502689 |
| 1997-10-01 | 5.99110208182332 |
| 1997-11-01 | 6.05414145125825 |
| 1997-12-01 | 6.04135507158799 |
| 1998-01-01 | 5.98130300012204 |
| 1998-02-01 | 5.97688604950204 |
| 1998-03-01 | 5.96013567544724 |
| 1998-04-01 | 5.93869924776238 |
| 1998-05-01 | 5.89163505408060 |
| 1998-06-01 | 5.81661075974119 |
| 1998-07-01 | 5.98596975600231 |
| 1998-08-01 | 5.95848456745752 |
| 1998-09-01 | 5.90720377549681 |
| 1998-10-01 | 5.78808485054262 |
| 1998-11-01 | 5.75785757475441 |
| 1998-12-01 | 5.73957092870670 |
| 1999-01-01 | 5.86500921956451 |
| 1999-02-01 | 5.88163257679097 |
| 1999-03-01 | 5.87094601073898 |
| 1999-04-01 | 5.94552146159649 |
| 1999-05-01 | 5.89393801226265 |
| 1999-06-01 | 5.91345101616686 |
| 1999-07-01 | 5.88347260874677 |
| 1999-08-01 | 5.85230760283109 |
| 1999-09-01 | 5.90271375322504 |
| 1999-10-01 | 5.98056751036997 |
| 1999-11-01 | 5.96387813449327 |
| 1999-12-01 | 6.04707385126802 |
| 2000-01-01 | 6.05225239978527 |
| 2000-02-01 | 6.09104330731140 |
| 2000-03-01 | 6.08114063447009 |
| 2000-04-01 | 6.15280788969024 |
| 2000-05-01 | 6.19039462830642 |
| 2000-06-01 | 6.00725836009456 |
| 2000-07-01 | 6.18172706288066 |
| 2000-08-01 | 6.25424502983321 |
| 2000-09-01 | 6.19527261372824 |
| 2000-10-01 | 6.26636619404855 |
| 2000-11-01 | 6.26591298019725 |
| 2000-12-01 | 6.25341890495807 |
| 2001-01-01 | 6.25204113390469 |
| 2001-02-01 | 6.20134757613603 |
| 2001-03-01 | 6.18798886772441 |
| 2001-04-01 | 6.15739975554230 |
| 2001-05-01 | 6.18661299905969 |
| 2001-06-01 | 6.30877485045162 |
| 2001-07-01 | 6.17351703593541 |
| 2001-08-01 | 6.15415191926233 |
| 2001-09-01 | 6.19017691609255 |
| 2001-10-01 | 6.15173631831740 |
| 2001-11-01 | 6.16381733498611 |
| 2001-12-01 | 6.26381859711895 |
| 2002-01-01 | 6.15932237268088 |
| 2002-02-01 | 6.01315178050090 |
| 2002-03-01 | 6.08436971026223 |
| 2002-04-01 | 6.05934007048877 |
| 2002-05-01 | 5.98446395875742 |
| 2002-06-01 | 6.10847007541010 |
| 2002-07-01 | 6.26567461304567 |
| 2002-08-01 | 6.15732683233196 |
| 2002-09-01 | 6.18489352635235 |
| 2002-10-01 | 6.04459247011757 |
| 2002-11-01 | 6.16087661674093 |
| 2002-12-01 | 6.17181086868502 |
| 2003-01-01 | 6.16897072815863 |
| 2003-02-01 | 6.21881333456975 |
| 2003-03-01 | 6.27927454975796 |
| 2003-04-01 | 6.25812307409060 |
| 2003-05-01 | 6.28489860133283 |
| 2003-06-01 | 6.31473077743529 |
| 2003-07-01 | 6.25319919059957 |
| 2003-08-01 | 6.25495510550219 |
| 2003-09-01 | 6.27820736928153 |
| 2003-10-01 | 6.34610975041535 |
| 2003-11-01 | 6.36353706180464 |
| 2003-12-01 | 6.38636466536901 |
| 2004-01-01 | 6.37435055697038 |
| 2004-02-01 | 6.41662285011146 |
| 2004-03-01 | 6.47346726669876 |
| 2004-04-01 | 6.54796927892919 |
| 2004-05-01 | 6.58698608281107 |
| 2004-06-01 | 6.61931543889303 |
| 2004-07-01 | 6.74311104438257 |
| 2004-08-01 | 6.75875403841330 |
| 2004-09-01 | 6.77667462331361 |
| 2004-10-01 | 6.85332379547658 |
| 2004-11-01 | 6.86510021978760 |
| 2004-12-01 | 6.89319857851459 |
| 2005-01-01 | 6.97772787065265 |
| 2005-02-01 | 7.01121574474726 |
| 2005-03-01 | 7.06958720542706 |
| 2005-04-01 | 7.13657870039587 |
| 2005-05-01 | 7.08712449852958 |
| 2005-06-01 | 7.12831274881134 |
| 2005-07-01 | 7.13488938084457 |
| 2005-08-01 | 7.15800560641137 |
| 2005-09-01 | 7.17803930414012 |
| 2005-10-01 | 7.16473767645815 |
| 2005-11-01 | 7.16690938386811 |
| 2005-12-01 | 7.20044058814174 |
| 2006-01-01 | 7.17419086000498 |
| 2006-02-01 | 7.20363950480336 |
| 2006-03-01 | 7.16565448869342 |
| 2006-04-01 | 7.12744615725162 |
| 2006-05-01 | 7.19179280312980 |
| 2006-06-01 | 7.13331533095447 |
| 2006-07-01 | 7.13072817798164 |
| 2006-08-01 | 7.15792848258952 |
| 2006-09-01 | 7.17740085619786 |
| 2006-10-01 | 7.17878726561824 |
| 2006-11-01 | 7.16978315499188 |
| 2006-12-01 | 7.09641759738222 |
| 2007-01-01 | 7.16835503897239 |
| 2007-02-01 | 7.20134502333060 |
| 2007-03-01 | 7.06361125987579 |
| 2007-04-01 | 7.12410004091915 |
| 2007-05-01 | 7.09671444551938 |
| 2007-06-01 | 7.13895840401195 |
| 2007-07-01 | 7.22688534241554 |
| 2007-08-01 | 7.15184739334810 |
| 2007-09-01 | 7.17678898102802 |
| 2007-10-01 | 7.19120573518520 |
| 2007-11-01 | 7.27104010553181 |
| 2007-12-01 | 7.28858697302915 |
| 2008-01-01 | 7.26476770159539 |
| 2008-02-01 | 7.30533426672133 |
| 2008-03-01 | 7.36487489552857 |
| 2008-04-01 | 7.31990718454647 |
| 2008-05-01 | 7.30412703211018 |
| 2008-06-01 | 7.23767120190018 |
| 2008-07-01 | 7.12398550107663 |
| 2008-08-01 | 7.24737576054765 |
| 2008-09-01 | 7.07800237947505 |
| 2008-10-01 | 6.99823677721719 |
| 2008-11-01 | 6.87154121017336 |
| 2008-12-01 | 6.87411408873176 |
| 2009-01-01 | 6.96974371519608 |
| 2009-02-01 | 6.91615794209882 |
| 2009-03-01 | 6.86387583256774 |
| 2009-04-01 | 6.81775962806397 |
| 2009-05-01 | 6.80411960832297 |
| 2009-06-01 | 6.83788715629005 |
| 2009-07-01 | 6.82060576542548 |
| 2009-08-01 | 6.83998064767108 |
| 2009-09-01 | 6.88342945899840 |
| 2009-10-01 | 6.90334897491267 |
| 2009-11-01 | 6.87225223174771 |
| 2009-12-01 | 6.96158802466334 |
| 2010-01-01 | 6.97540952801676 |
| 2010-02-01 | 6.92129809375691 |
| 2010-03-01 | 6.96706084142934 |
| 2010-04-01 | 7.01793201918431 |
| 2010-05-01 | 7.00185932273367 |
| 2010-06-01 | 7.03455704846137 |
| 2010-07-01 | 7.12320304173809 |
| 2010-08-01 | 7.13622084724642 |
| 2010-09-01 | 7.08527341232809 |
| 2010-10-01 | 7.10323315947149 |
| 2010-11-01 | 7.17649137424627 |
| 2010-12-01 | 7.14559969453373 |
| 2011-01-01 | 7.08364383964933 |
| 2011-02-01 | 7.02499011992794 |
| 2011-03-01 | 7.06825749519475 |
| 2011-04-01 | 7.12379052381840 |
| 2011-05-01 | 7.09226205921281 |
| 2011-06-01 | 7.13643975012556 |
| 2011-07-01 | 7.12953980211264 |
| 2011-08-01 | 7.13450011507551 |
| 2011-09-01 | 7.18624418048725 |
| 2011-10-01 | 7.19893061817622 |
| 2011-11-01 | 7.17730954689264 |
| 2011-12-01 | 7.13295189110093 |
| 2012-01-01 | 7.18780765990189 |
| 2012-02-01 | 7.22157518960986 |
| 2012-03-01 | 7.27655402361627 |
| 2012-04-01 | 7.23141363659700 |
| 2012-05-01 | 7.28641409299181 |
| 2012-06-01 | 7.23864337884346 |
| 2012-07-01 | 7.23670365552163 |
| 2012-08-01 | 7.23758236554994 |
| 2012-09-01 | 7.17994547292401 |
| 2012-10-01 | 7.19149413288402 |
| 2012-11-01 | 7.17723459803170 |
| 2012-12-01 | 7.32777738952206 |
| 2013-01-01 | 7.49149577243704 |
| 2013-02-01 | 7.41399709385717 |
| 2013-03-01 | 7.38015635821604 |
| 2013-04-01 | 7.43844204578304 |
| 2013-05-01 | 7.48122527648671 |
| 2013-06-01 | 7.54694436922920 |
| 2013-07-01 | 7.44339244981517 |
| 2013-08-01 | 7.54181635202328 |
| 2013-09-01 | 7.57379576511986 |
| 2013-10-01 | 7.58523717931596 |
| 2013-11-01 | 7.57521949603029 |
| 2013-12-01 | 7.62985717725434 |
| 2014-01-01 | 7.58786443945203 |
| 2014-02-01 | 7.59801135942562 |
| 2014-03-01 | 7.68570656461976 |
| 2014-04-01 | 7.64312395990791 |
| 2014-05-01 | 7.68451173559868 |
| 2014-06-01 | 7.65601802291154 |
| 2014-07-01 | 7.65106955564508 |
| 2014-08-01 | 7.64764592598226 |
| 2014-09-01 | 7.66397671311210 |
| 2014-10-01 | 7.67690315675652 |
| 2014-11-01 | 7.57348080357152 |
| 2014-12-01 | 7.53561177781416 |
| 2015-01-01 | 7.48224135757301 |
| 2015-02-01 | 7.38685278661845 |
| 2015-03-01 | 7.28691167133297 |
| 2015-04-01 | 7.24065622226009 |
| 2015-05-01 | 7.19134205007845 |
| 2015-06-01 | 7.17116890370122 |
| 2015-07-01 | 7.15369589223372 |
| 2015-08-01 | 7.15193944548251 |
| 2015-09-01 | 7.05949272532776 |
| 2015-10-01 | 6.97112131860938 |
| 2015-11-01 | 6.96561307829502 |
| 2015-12-01 | 6.84148287319245 |
| 2016-01-01 | 6.87547021986484 |
| 2016-02-01 | 6.87992020773741 |
| 2016-03-01 | 6.79094198613683 |
| 2016-04-01 | 6.83352088669191 |
| 2016-05-01 | 6.80090491791677 |
| 2016-06-01 | 6.78320263159490 |
| 2016-07-01 | 6.85543896582998 |
| 2016-08-01 | 6.75495052991158 |
| 2016-09-01 | 6.65505572001867 |
| 2016-10-01 | 6.76604875500215 |
| 2016-11-01 | 6.75414011244685 |
| 2016-12-01 | 6.75048561175744 |
| 2017-01-01 | 6.77167632178788 |
| 2017-02-01 | 6.78061976596911 |
| 2017-03-01 | 6.79371151850851 |
| 2017-04-01 | 6.72508219648779 |
| 2017-05-01 | 6.70707573124148 |
| 2017-06-01 | 6.69206404389567 |
| 2017-07-01 | 6.65304501115988 |
| 2017-08-01 | 6.65388646339552 |
| 2017-09-01 | 6.65584661732809 |
| 2017-10-01 | 6.66508366248658 |
| 2017-11-01 | 6.64598875242002 |
| 2017-12-01 | 6.65761045608353 |
| 2018-01-01 | 6.66860199532868 |
| 2018-02-01 | 6.68224097988800 |
| 2018-03-01 | 6.69428158442503 |
| 2018-04-01 | 6.72038140246281 |
| 2018-05-01 | 6.71058096078326 |
| 2018-06-01 | 6.69290805052308 |
| 2018-07-01 | 6.75192491938239 |
| 2018-08-01 | 6.74980398375900 |
| 2018-09-01 | 6.76035105713937 |
| 2018-10-01 | 6.76808539935345 |
| 2018-11-01 | 6.84242111889349 |
| 2018-12-01 | 6.86333851777073 |
| 2019-01-01 | 6.86530383362568 |
| 2019-02-01 | 6.88552336807390 |
| 2019-03-01 | 6.89121897208816 |
| 2019-04-01 | 6.91582248949099 |
| 2019-05-01 | 6.91093814428120 |
| 2019-06-01 | 6.89348082664831 |
| 2019-07-01 | 6.84907213340273 |
| 2019-08-01 | 6.84153603119997 |
| 2019-09-01 | 6.87093770433501 |
| 2019-10-01 | 6.87368983286157 |
| 2019-11-01 | 6.84882164598621 |
| 2019-12-01 | 6.86675575883365 |
| 2020-01-01 | 6.75782177449950 |
| 2020-02-01 | 6.68675745680802 |
| 2020-03-01 | 6.68366152697415 |
| 2020-04-01 | 5.71309321513754 |
| 2020-05-01 | 5.90841352555504 |
| 2020-06-01 | 6.09003127796843 |
| 2020-07-01 | 6.14782134285560 |
| 2020-08-01 | 6.13218754581779 |
| 2020-09-01 | 6.18627741272216 |
| 2020-10-01 | 6.18406544768453 |
| 2020-11-01 | 6.15925283270351 |
| 2020-12-01 | 6.07061103508426 |
| 2021-01-01 | 6.14979695612699 |
| 2021-02-01 | 6.18428578349397 |
| 2021-03-01 | 6.17604827006537 |
| 2021-04-01 | 6.10584127814051 |
| 2021-05-01 | 6.10284485483699 |
| 2021-06-01 | 6.08568716931901 |
| 2021-07-01 | 6.04675967882303 |
| 2021-08-01 | 6.02683199471103 |
| 2021-09-01 | 6.00144525242495 |
| 2021-10-01 | 5.99658900547039 |
| 2021-11-01 | 6.07605405671236 |
| 2021-12-01 | 6.07503272860643 |
| 2022-01-01 | 6.14320398088262 |
| 2022-02-01 | 6.17604576240074 |
| 2022-03-01 | 6.16295985957268 |
| 2022-04-01 | 6.19964865334550 |
| 2022-05-01 | 6.19314043044873 |
| 2022-06-01 | 6.17866477404211 |
| 2022-07-01 | 6.24922168013895 |
| 2022-08-01 | 6.32868811019808 |
| 2022-09-01 | 6.31573011568738 |
| 2022-10-01 | 6.40936675932557 |
| 2022-11-01 | 6.38904583900652 |
| 2022-12-01 | 6.47917881436621 |
| 2023-01-01 | 6.54048772786222 |
| 2023-02-01 | 6.46654578901365 |
| 2023-03-01 | 6.55284831040813 |
| 2023-04-01 | 6.49025403211993 |
| 2023-05-01 | 6.48426220526388 |
| 2023-06-01 | 6.47358768919969 |
| 2023-07-01 | 6.45142790359820 |
| 2023-08-01 | 6.43511459470706 |
| 2023-09-01 | 6.32463092803291 |
| 2023-10-01 | 6.31724966026263 |
| 2023-11-01 | 6.29869042606840 |
| 2023-12-01 | 6.28054351026837 |
| 2024-01-01 | 6.24111332864100 |
| 2024-02-01 | 6.26199037032091 |
| 2024-03-01 | 6.24497850115455 |
| 2024-04-01 | 6.28567838954369 |
| 2024-05-01 | 6.27512930001410 |
| 2024-06-01 | 6.26685986649237 |
| 2024-07-01 | 6.25361060626208 |
| 2024-08-01 | 6.24360887320925 |
| 2024-09-01 | 6.32833624744199 |
| 2024-10-01 | 6.32045105842725 |
| 2024-11-01 | 6.30029015921300 |
| 2024-12-01 | 6.38123649350810 |
| 2025-01-01 | 6.54686591642454 |
| 2025-02-01 | 6.46167705927923 |
| 2025-03-01 | 6.44358428342168 |
| 2025-04-01 | 6.38242694411168 |
| 2025-05-01 | 6.46932108880849 |
| 2025-06-01 | 6.46066347259797 |
| 2025-07-01 | 6.45383003801489 |
| 2025-08-01 | 6.35172143540061 |
| 2025-09-01 | 6.42539762467047 |
| 2025-10-01 | 6.41987521220275 |
| 2025-11-01 | 6.40032242946835 |
| 2025-12-01 | 6.38235402688098 |
| 2026-01-01 | 6.35263847541442 |
| 2026-02-01 | 6.36195485573636 |
| 2026-03-01 | 6.44308694970879 |
| 2026-04-01 | 6.38456296090885 |
| 2026-05-01 | 6.36464318779961 |