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 2026-04-01 |
| Last Updated | 2026-05-26 1:04 PM 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 | 5.73638976612545 |
| 1990-02-01 | 5.87319105860434 |
| 1990-03-01 | 5.77776611058214 |
| 1990-04-01 | 5.64613843731184 |
| 1990-05-01 | 5.54318270776569 |
| 1990-06-01 | 5.65318145386039 |
| 1990-07-01 | 5.62849609559911 |
| 1990-08-01 | 5.64034398048147 |
| 1990-09-01 | 5.64569837319858 |
| 1990-10-01 | 5.27296591451118 |
| 1990-11-01 | 5.28197984562335 |
| 1990-12-01 | 5.29308023569581 |
| 1991-01-01 | 5.44312536929610 |
| 1991-02-01 | 5.37826185572965 |
| 1991-03-01 | 5.37884099109077 |
| 1991-04-01 | 5.34281099927883 |
| 1991-05-01 | 5.34393958797879 |
| 1991-06-01 | 5.25642597678022 |
| 1991-07-01 | 5.42559503771199 |
| 1991-08-01 | 5.33890984906052 |
| 1991-09-01 | 5.33854813256359 |
| 1991-10-01 | 5.37051383342844 |
| 1991-11-01 | 5.37987081896982 |
| 1991-12-01 | 5.39096956750258 |
| 1992-01-01 | 5.45400999986523 |
| 1992-02-01 | 5.38572481729920 |
| 1992-03-01 | 5.38355105807541 |
| 1992-04-01 | 5.43609375136927 |
| 1992-05-01 | 5.44433516231432 |
| 1992-06-01 | 5.55845586288357 |
| 1992-07-01 | 5.42492575589816 |
| 1992-08-01 | 5.44037186239338 |
| 1992-09-01 | 5.42805754564130 |
| 1992-10-01 | 5.46645021048928 |
| 1992-11-01 | 5.47534919942712 |
| 1992-12-01 | 5.48536756159649 |
| 1993-01-01 | 5.46953505244559 |
| 1993-02-01 | 5.49206653789804 |
| 1993-03-01 | 5.48606204731350 |
| 1993-04-01 | 5.52764817225831 |
| 1993-05-01 | 5.54689112436752 |
| 1993-06-01 | 5.56101142390006 |
| 1993-07-01 | 5.62994382519366 |
| 1993-08-01 | 5.64633267524971 |
| 1993-09-01 | 5.61650837510178 |
| 1993-10-01 | 5.66357260047980 |
| 1993-11-01 | 5.66588477928003 |
| 1993-12-01 | 5.67503544260955 |
| 1994-01-01 | 5.68749003150332 |
| 1994-02-01 | 5.69473734033254 |
| 1994-03-01 | 5.78190707098778 |
| 1994-04-01 | 5.82618992767176 |
| 1994-05-01 | 5.85266537623912 |
| 1994-06-01 | 5.85699761508855 |
| 1994-07-01 | 5.94210800290211 |
| 1994-08-01 | 6.05242870361305 |
| 1994-09-01 | 6.00845914304051 |
| 1994-10-01 | 5.96630971185245 |
| 1994-11-01 | 5.95421314895180 |
| 1994-12-01 | 5.96120852865228 |
| 1995-01-01 | 6.00189307616744 |
| 1995-02-01 | 5.99351097004396 |
| 1995-03-01 | 5.97042442662917 |
| 1995-04-01 | 6.02910440865180 |
| 1995-05-01 | 6.06452063606916 |
| 1995-06-01 | 6.15091112431385 |
| 1995-07-01 | 6.05430462838259 |
| 1995-08-01 | 6.05564738918025 |
| 1995-09-01 | 6.10053017760790 |
| 1995-10-01 | 6.07734748231361 |
| 1995-11-01 | 6.04907854496989 |
| 1995-12-01 | 6.05252987009679 |
| 1996-01-01 | 6.00393820955315 |
| 1996-02-01 | 6.08667106067061 |
| 1996-03-01 | 6.15947300750461 |
| 1996-04-01 | 6.03344907827150 |
| 1996-05-01 | 5.97701765377091 |
| 1996-06-01 | 5.93725044398498 |
| 1996-07-01 | 5.96828970460732 |
| 1996-08-01 | 5.95972313898116 |
| 1996-09-01 | 5.99859135571106 |
| 1996-10-01 | 6.08752250052024 |
| 1996-11-01 | 6.15063313623617 |
| 1996-12-01 | 6.14505665095264 |
| 1997-01-01 | 6.09670891273317 |
| 1997-02-01 | 6.07855294193029 |
| 1997-03-01 | 6.15602254948868 |
| 1997-04-01 | 6.03387526011393 |
| 1997-05-01 | 6.08748628725043 |
| 1997-06-01 | 6.12775309771042 |
| 1997-07-01 | 5.97833286978548 |
| 1997-08-01 | 6.05983058585914 |
| 1997-09-01 | 5.90319373496659 |
| 1997-10-01 | 5.99110201704420 |
| 1997-11-01 | 6.05414138360652 |
| 1997-12-01 | 6.04135500886576 |
| 1998-01-01 | 5.98130293960294 |
| 1998-02-01 | 5.97688599485659 |
| 1998-03-01 | 5.96013565381976 |
| 1998-04-01 | 5.93869920848660 |
| 1998-05-01 | 5.89163501856909 |
| 1998-06-01 | 5.81661115794446 |
| 1998-07-01 | 5.98596974748092 |
| 1998-08-01 | 5.95848453841572 |
| 1998-09-01 | 5.90720373603040 |
| 1998-10-01 | 5.78808481127364 |
| 1998-11-01 | 5.75785752876945 |
| 1998-12-01 | 5.73957088931736 |
| 1999-01-01 | 5.86500918856798 |
| 1999-02-01 | 5.88163255197069 |
| 1999-03-01 | 5.87094600642974 |
| 1999-04-01 | 5.94552145370436 |
| 1999-05-01 | 5.89393800941719 |
| 1999-06-01 | 5.91345120076719 |
| 1999-07-01 | 5.88347261587693 |
| 1999-08-01 | 5.85230758937067 |
| 1999-09-01 | 5.90271372770927 |
| 1999-10-01 | 5.98056748380909 |
| 1999-11-01 | 5.96387810675322 |
| 1999-12-01 | 6.04707383036118 |
| 2000-01-01 | 6.05225238549145 |
| 2000-02-01 | 6.09104329778517 |
| 2000-03-01 | 6.08114062864659 |
| 2000-04-01 | 6.15280788554215 |
| 2000-05-01 | 6.19039462418212 |
| 2000-06-01 | 6.00725847775120 |
| 2000-07-01 | 6.18172706012804 |
| 2000-08-01 | 6.25424501726296 |
| 2000-09-01 | 6.19527259646157 |
| 2000-10-01 | 6.26636617781927 |
| 2000-11-01 | 6.26591296494605 |
| 2000-12-01 | 6.25341889449977 |
| 2001-01-01 | 6.25204112859080 |
| 2001-02-01 | 6.20134757308223 |
| 2001-03-01 | 6.18798886627714 |
| 2001-04-01 | 6.15739975515464 |
| 2001-05-01 | 6.18661299935932 |
| 2001-06-01 | 6.30877490711345 |
| 2001-07-01 | 6.17351703221067 |
| 2001-08-01 | 6.15415191222689 |
| 2001-09-01 | 6.19017690642668 |
| 2001-10-01 | 6.15173630785888 |
| 2001-11-01 | 6.16381732653884 |
| 2001-12-01 | 6.26381859228075 |
| 2002-01-01 | 6.15932237229530 |
| 2002-02-01 | 6.01315178171546 |
| 2002-03-01 | 6.08436971245797 |
| 2002-04-01 | 6.05934007199333 |
| 2002-05-01 | 5.98446396146885 |
| 2002-06-01 | 6.10847010083822 |
| 2002-07-01 | 6.26567461052738 |
| 2002-08-01 | 6.15732682510933 |
| 2002-09-01 | 6.18489351659871 |
| 2002-10-01 | 6.04459246166279 |
| 2002-11-01 | 6.16087661415231 |
| 2002-12-01 | 6.17181087139178 |
| 2003-01-01 | 6.16897073262888 |
| 2003-02-01 | 6.21881333341779 |
| 2003-03-01 | 6.27927454258008 |
| 2003-04-01 | 6.25812306353236 |
| 2003-05-01 | 6.28489859847249 |
| 2003-06-01 | 6.31473079708890 |
| 2003-07-01 | 6.25319921046703 |
| 2003-08-01 | 6.25495512589295 |
| 2003-09-01 | 6.27820738051393 |
| 2003-10-01 | 6.34610974858722 |
| 2003-11-01 | 6.36353703841400 |
| 2003-12-01 | 6.38636464052212 |
| 2004-01-01 | 6.37435048276004 |
| 2004-02-01 | 6.41662301807274 |
| 2004-03-01 | 6.47346712175705 |
| 2004-04-01 | 6.54796920223007 |
| 2004-05-01 | 6.58698605056133 |
| 2004-06-01 | 6.61931545413321 |
| 2004-07-01 | 6.74311124624903 |
| 2004-08-01 | 6.75875412229579 |
| 2004-09-01 | 6.77667469048692 |
| 2004-10-01 | 6.85332381096502 |
| 2004-11-01 | 6.86510015645693 |
| 2004-12-01 | 6.89319848352494 |
| 2005-01-01 | 6.97772765766741 |
| 2005-02-01 | 7.01121601947518 |
| 2005-03-01 | 7.06958688146450 |
| 2005-04-01 | 7.13657852880000 |
| 2005-05-01 | 7.08712438318572 |
| 2005-06-01 | 7.12831265879584 |
| 2005-07-01 | 7.13489026848336 |
| 2005-08-01 | 7.15800578392999 |
| 2005-09-01 | 7.17803924775476 |
| 2005-10-01 | 7.16473759998928 |
| 2005-11-01 | 7.16690957680492 |
| 2005-12-01 | 7.20044060713016 |
| 2006-01-01 | 7.17418933994967 |
| 2006-02-01 | 7.20364026725491 |
| 2006-03-01 | 7.16565432307580 |
| 2006-04-01 | 7.12744611418080 |
| 2006-05-01 | 7.19179270613855 |
| 2006-06-01 | 7.13331512791542 |
| 2006-07-01 | 7.13072961597441 |
| 2006-08-01 | 7.15792852931318 |
| 2006-09-01 | 7.17740046267719 |
| 2006-10-01 | 7.17878695584123 |
| 2006-11-01 | 7.16978360516893 |
| 2006-12-01 | 7.09641786616700 |
| 2007-01-01 | 7.16835248107850 |
| 2007-02-01 | 7.20134628902503 |
| 2007-03-01 | 7.06361148035434 |
| 2007-04-01 | 7.12410016613417 |
| 2007-05-01 | 7.09671432465028 |
| 2007-06-01 | 7.13895804006435 |
| 2007-07-01 | 7.22688730326858 |
| 2007-08-01 | 7.15184753068938 |
| 2007-09-01 | 7.17678854249749 |
| 2007-10-01 | 7.19120548231677 |
| 2007-11-01 | 7.27103999414035 |
| 2007-12-01 | 7.28858644864908 |
| 2008-01-01 | 7.26476203135068 |
| 2008-02-01 | 7.30534026020153 |
| 2008-03-01 | 7.36487325078689 |
| 2008-04-01 | 7.31990643948237 |
| 2008-05-01 | 7.30412743158421 |
| 2008-06-01 | 7.23767230695812 |
| 2008-07-01 | 7.12398922272846 |
| 2008-08-01 | 7.24737738091762 |
| 2008-09-01 | 7.07800240053360 |
| 2008-10-01 | 6.99823544342051 |
| 2008-11-01 | 6.87153769973670 |
| 2008-12-01 | 6.87411661374268 |
| 2009-01-01 | 6.96973230056511 |
| 2009-02-01 | 6.91616459965412 |
| 2009-03-01 | 6.86386986559234 |
| 2009-04-01 | 6.81775759785796 |
| 2009-05-01 | 6.80412223581498 |
| 2009-06-01 | 6.83789296290486 |
| 2009-07-01 | 6.82061503197099 |
| 2009-08-01 | 6.83998732009072 |
| 2009-09-01 | 6.88343256287052 |
| 2009-10-01 | 6.90334448555426 |
| 2009-11-01 | 6.87224391141040 |
| 2009-12-01 | 6.96159614388572 |
| 2010-01-01 | 6.97538273931417 |
| 2010-02-01 | 6.92130401893564 |
| 2010-03-01 | 6.96704631484566 |
| 2010-04-01 | 7.01791925160592 |
| 2010-05-01 | 7.00184909062514 |
| 2010-06-01 | 7.03459512390058 |
| 2010-07-01 | 7.12325902423390 |
| 2010-08-01 | 7.13621507640643 |
| 2010-09-01 | 7.08526716825685 |
| 2010-10-01 | 7.10321793002339 |
| 2010-11-01 | 7.17647447871143 |
| 2010-12-01 | 7.14561218074997 |
| 2011-01-01 | 7.08360554040289 |
| 2011-02-01 | 7.02499233836389 |
| 2011-03-01 | 7.06823779525892 |
| 2011-04-01 | 7.12376976104682 |
| 2011-05-01 | 7.09224104076259 |
| 2011-06-01 | 7.13651101968800 |
| 2011-07-01 | 7.12964191150642 |
| 2011-08-01 | 7.13447953583248 |
| 2011-09-01 | 7.18622465995367 |
| 2011-10-01 | 7.19890344082887 |
| 2011-11-01 | 7.17728211617291 |
| 2011-12-01 | 7.13296326200618 |
| 2012-01-01 | 7.18776420981070 |
| 2012-02-01 | 7.22158217434877 |
| 2012-03-01 | 7.27653632458760 |
| 2012-04-01 | 7.23138945218634 |
| 2012-05-01 | 7.28638242789279 |
| 2012-06-01 | 7.23874045435938 |
| 2012-07-01 | 7.23683796621204 |
| 2012-08-01 | 7.23756879357321 |
| 2012-09-01 | 7.17989058027483 |
| 2012-10-01 | 7.19142983266949 |
| 2012-11-01 | 7.17716782706781 |
| 2012-12-01 | 7.32786580192637 |
| 2013-01-01 | 7.49142211959216 |
| 2013-02-01 | 7.41397148351567 |
| 2013-03-01 | 7.38025152551735 |
| 2013-04-01 | 7.43840158826000 |
| 2013-05-01 | 7.48117977239655 |
| 2013-06-01 | 7.54702824145543 |
| 2013-07-01 | 7.44350786681501 |
| 2013-08-01 | 7.54182283741747 |
| 2013-09-01 | 7.57371249971610 |
| 2013-10-01 | 7.58514356219610 |
| 2013-11-01 | 7.57511898821808 |
| 2013-12-01 | 7.63001630856007 |
| 2014-01-01 | 7.58775330636667 |
| 2014-02-01 | 7.59794116781507 |
| 2014-03-01 | 7.68600581943450 |
| 2014-04-01 | 7.64304787828535 |
| 2014-05-01 | 7.68443290754866 |
| 2014-06-01 | 7.65607235651663 |
| 2014-07-01 | 7.65115471961364 |
| 2014-08-01 | 7.64766583820915 |
| 2014-09-01 | 7.66386576511200 |
| 2014-10-01 | 7.67678686016827 |
| 2014-11-01 | 7.57335285594453 |
| 2014-12-01 | 7.53583916689712 |
| 2015-01-01 | 7.48209686475664 |
| 2015-02-01 | 7.38673135976801 |
| 2015-03-01 | 7.28741237373388 |
| 2015-04-01 | 7.24055048702912 |
| 2015-05-01 | 7.19124715785248 |
| 2015-06-01 | 7.17117733894157 |
| 2015-07-01 | 7.15372770267737 |
| 2015-08-01 | 7.15197278103759 |
| 2015-09-01 | 7.05939122178838 |
| 2015-10-01 | 6.97101770520899 |
| 2015-11-01 | 6.96548649681789 |
| 2015-12-01 | 6.84168847736704 |
| 2016-01-01 | 6.87531082067449 |
| 2016-02-01 | 6.87976897247888 |
| 2016-03-01 | 6.79152531233341 |
| 2016-04-01 | 6.83340445022147 |
| 2016-05-01 | 6.80081839777915 |
| 2016-06-01 | 6.78319157326437 |
| 2016-07-01 | 6.85544768559756 |
| 2016-08-01 | 6.75502294289661 |
| 2016-09-01 | 6.65498804210705 |
| 2016-10-01 | 6.76597065872153 |
| 2016-11-01 | 6.75402287566242 |
| 2016-12-01 | 6.75064961488487 |
| 2017-01-01 | 6.77147855569523 |
| 2017-02-01 | 6.78040375908097 |
| 2017-03-01 | 6.79425358841093 |
| 2017-04-01 | 6.72487741953538 |
| 2017-05-01 | 6.70705385879034 |
| 2017-06-01 | 6.69210030670103 |
| 2017-07-01 | 6.65323767942175 |
| 2017-08-01 | 6.65395376202227 |
| 2017-09-01 | 6.65581794534937 |
| 2017-10-01 | 6.66504579749234 |
| 2017-11-01 | 6.64590346461691 |
| 2017-12-01 | 6.65759275954970 |
| 2018-01-01 | 6.66837133173121 |
| 2018-02-01 | 6.68196590303630 |
| 2018-03-01 | 6.69464672366021 |
| 2018-04-01 | 6.72009078488160 |
| 2018-05-01 | 6.71064212138754 |
| 2018-06-01 | 6.69306984080390 |
| 2018-07-01 | 6.75240576091541 |
| 2018-08-01 | 6.74990098788048 |
| 2018-09-01 | 6.76038292601441 |
| 2018-10-01 | 6.76806846269742 |
| 2018-11-01 | 6.84231533017931 |
| 2018-12-01 | 6.86306965087661 |
| 2019-01-01 | 6.86498524934779 |
| 2019-02-01 | 6.88517490396624 |
| 2019-03-01 | 6.89131934174836 |
| 2019-04-01 | 6.91548358046921 |
| 2019-05-01 | 6.91111698396753 |
| 2019-06-01 | 6.89410824066990 |
| 2019-07-01 | 6.84982576463603 |
| 2019-08-01 | 6.84161519465119 |
| 2019-09-01 | 6.87096338269060 |
| 2019-10-01 | 6.87359756375812 |
| 2019-11-01 | 6.84857976809684 |
| 2019-12-01 | 6.86621537420581 |
| 2020-01-01 | 6.75719066746762 |
| 2020-02-01 | 6.68662761879114 |
| 2020-03-01 | 6.68307798860162 |
| 2020-04-01 | 5.71319130884414 |
| 2020-05-01 | 5.90899895326475 |
| 2020-06-01 | 6.09127143658221 |
| 2020-07-01 | 6.14870407886261 |
| 2020-08-01 | 6.13225632096861 |
| 2020-09-01 | 6.18649508712220 |
| 2020-10-01 | 6.18363870644141 |
| 2020-11-01 | 6.15847607255343 |
| 2020-12-01 | 6.06953829140424 |
| 2021-01-01 | 6.14834192648906 |
| 2021-02-01 | 6.18375397180937 |
| 2021-03-01 | 6.17422656077993 |
| 2021-04-01 | 6.11048587809354 |
| 2021-05-01 | 6.10322346965316 |
| 2021-06-01 | 6.08706675577911 |
| 2021-07-01 | 6.04744804276830 |
| 2021-08-01 | 6.02667470701851 |
| 2021-09-01 | 6.00164224756064 |
| 2021-10-01 | 5.99557735366661 |
| 2021-11-01 | 6.07447614860873 |
| 2021-12-01 | 6.07305892622133 |
| 2022-01-01 | 6.14055511997945 |
| 2022-02-01 | 6.17469420299516 |
| 2022-03-01 | 6.15962114817837 |
| 2022-04-01 | 6.21242532797777 |
| 2022-05-01 | 6.19300080103429 |
| 2022-06-01 | 6.17959491794467 |
| 2022-07-01 | 6.24936473800735 |
| 2022-08-01 | 6.32815146071315 |
| 2022-09-01 | 6.31583976693316 |
| 2022-10-01 | 6.40764343267708 |
| 2022-11-01 | 6.38643622663543 |
| 2022-12-01 | 6.47587007663907 |
| 2023-01-01 | 6.53604401485069 |
| 2023-02-01 | 6.46284488325568 |
| 2023-03-01 | 6.54863546486813 |
| 2023-04-01 | 6.51520560563407 |
| 2023-05-01 | 6.48294574778971 |
| 2023-06-01 | 6.47371683970859 |
| 2023-07-01 | 6.45064640045684 |
| 2023-08-01 | 6.43381321115551 |
| 2023-09-01 | 6.32396869862639 |
| 2023-10-01 | 6.31462801315836 |
| 2023-11-01 | 6.29500840160296 |
| 2023-12-01 | 6.27589378686406 |
| 2024-01-01 | 6.23517004617436 |
| 2024-02-01 | 6.25666330900614 |
| 2024-03-01 | 6.24104614346920 |
| 2024-04-01 | 6.31966010337590 |
| 2024-05-01 | 6.27427050407676 |
| 2024-06-01 | 6.26607528040248 |
| 2024-07-01 | 6.25194887035051 |
| 2024-08-01 | 6.24151356984748 |
| 2024-09-01 | 6.32702124133694 |
| 2024-10-01 | 6.31696411472780 |
| 2024-11-01 | 6.29551469925471 |
| 2024-12-01 | 6.37522668526050 |
| 2025-01-01 | 6.53954568922662 |
| 2025-02-01 | 6.45429470233161 |
| 2025-03-01 | 6.44059832542595 |
| 2025-04-01 | 6.42464710376865 |
| 2025-05-01 | 6.46915766035438 |
| 2025-06-01 | 6.45880492538926 |
| 2025-07-01 | 6.45135168884529 |
| 2025-08-01 | 6.34878519049469 |
| 2025-09-01 | 6.42313697757911 |
| 2025-10-01 | 6.41563323285426 |
| 2025-11-01 | 6.39481206195801 |
| 2025-12-01 | 6.37549117109356 |
| 2026-01-01 | 6.34487601444952 |
| 2026-02-01 | 6.35393880480059 |
| 2026-03-01 | 6.44152693755889 |
| 2026-04-01 | 6.32982457129325 |