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 2026-08-01 |
| Last Updated | 2026-09-18 11:32 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 | 5.7363968572 |
| 1990-02-01 | 5.8732049406 |
| 1990-03-01 | 5.7777569811 |
| 1990-04-01 | 5.6461406038 |
| 1990-05-01 | 5.5431754298 |
| 1990-06-01 | 5.6531750891 |
| 1990-07-01 | 5.6284729325 |
| 1990-08-01 | 5.6403057686 |
| 1990-09-01 | 5.6456442819 |
| 1990-10-01 | 5.2730185017 |
| 1990-11-01 | 5.2820175491 |
| 1990-12-01 | 5.2931053755 |
| 1991-01-01 | 5.4431318354 |
| 1991-02-01 | 5.3782738300 |
| 1991-03-01 | 5.3788320509 |
| 1991-04-01 | 5.3428119576 |
| 1991-05-01 | 5.3439326893 |
| 1991-06-01 | 5.2564202343 |
| 1991-07-01 | 5.4255747243 |
| 1991-08-01 | 5.3388761955 |
| 1991-09-01 | 5.3385005193 |
| 1991-10-01 | 5.3705603421 |
| 1991-11-01 | 5.3799041917 |
| 1991-12-01 | 5.3909918043 |
| 1992-01-01 | 5.4540139494 |
| 1992-02-01 | 5.3857333478 |
| 1992-03-01 | 5.3835447357 |
| 1992-04-01 | 5.4360921521 |
| 1992-05-01 | 5.4443286642 |
| 1992-06-01 | 5.5584510582 |
| 1992-07-01 | 5.4249112716 |
| 1992-08-01 | 5.4403495912 |
| 1992-09-01 | 5.4280283067 |
| 1992-10-01 | 5.4664791073 |
| 1992-11-01 | 5.4753715125 |
| 1992-12-01 | 5.4853837736 |
| 1993-01-01 | 5.4695356435 |
| 1993-02-01 | 5.4920725759 |
| 1993-03-01 | 5.4860592357 |
| 1993-04-01 | 5.5276460428 |
| 1993-05-01 | 5.5468862930 |
| 1993-06-01 | 5.5610078395 |
| 1993-07-01 | 5.6299353924 |
| 1993-08-01 | 5.6463208580 |
| 1993-09-01 | 5.6164947911 |
| 1993-10-01 | 5.6635862960 |
| 1993-11-01 | 5.6658965534 |
| 1993-12-01 | 5.6750449029 |
| 1994-01-01 | 5.6874892788 |
| 1994-02-01 | 5.6947403973 |
| 1994-03-01 | 5.7819067431 |
| 1994-04-01 | 5.8261875892 |
| 1994-05-01 | 5.8526623793 |
| 1994-06-01 | 5.8569951983 |
| 1994-07-01 | 5.9421049655 |
| 1994-08-01 | 6.0524257384 |
| 1994-09-01 | 6.0084582123 |
| 1994-10-01 | 5.9663110056 |
| 1994-11-01 | 5.9542159610 |
| 1994-12-01 | 5.9612119778 |
| 1995-01-01 | 6.0018924711 |
| 1995-02-01 | 5.9935126491 |
| 1995-03-01 | 5.9704247298 |
| 1995-04-01 | 6.0291039135 |
| 1995-05-01 | 6.0645198916 |
| 1995-06-01 | 6.1509097181 |
| 1995-07-01 | 6.0543040324 |
| 1995-08-01 | 6.0556463992 |
| 1995-09-01 | 6.1005299364 |
| 1995-10-01 | 6.0773478864 |
| 1995-11-01 | 6.0490791513 |
| 1995-12-01 | 6.0525305120 |
| 1996-01-01 | 6.0039387015 |
| 1996-02-01 | 6.0866712756 |
| 1996-03-01 | 6.1594729651 |
| 1996-04-01 | 6.0334490505 |
| 1996-05-01 | 5.9770177294 |
| 1996-06-01 | 5.9372494490 |
| 1996-07-01 | 5.9682899057 |
| 1996-08-01 | 5.9597229253 |
| 1996-09-01 | 5.9985913495 |
| 1996-10-01 | 6.0875226441 |
| 1996-11-01 | 6.1506332341 |
| 1996-12-01 | 6.1450567198 |
| 1997-01-01 | 6.0967089833 |
| 1997-02-01 | 6.0785530266 |
| 1997-03-01 | 6.1560226091 |
| 1997-04-01 | 6.0338754024 |
| 1997-05-01 | 6.0874864510 |
| 1997-06-01 | 6.1277523479 |
| 1997-07-01 | 5.9783329803 |
| 1997-08-01 | 6.0598304782 |
| 1997-09-01 | 5.9031937351 |
| 1997-10-01 | 5.9911021106 |
| 1997-11-01 | 6.0541414813 |
| 1997-12-01 | 6.0413550994 |
| 1998-01-01 | 5.9813030270 |
| 1998-02-01 | 5.9768860737 |
| 1998-03-01 | 5.9601356851 |
| 1998-04-01 | 5.9386992652 |
| 1998-05-01 | 5.8916350698 |
| 1998-06-01 | 5.8166105830 |
| 1998-07-01 | 5.9859697598 |
| 1998-08-01 | 5.9584845804 |
| 1998-09-01 | 5.9072037930 |
| 1998-10-01 | 5.7880848680 |
| 1998-11-01 | 5.7578575952 |
| 1998-12-01 | 5.7395709462 |
| 1999-01-01 | 5.8650092333 |
| 1999-02-01 | 5.8816325878 |
| 1999-03-01 | 5.8709460126 |
| 1999-04-01 | 5.9455214651 |
| 1999-05-01 | 5.8939380135 |
| 1999-06-01 | 5.9134509343 |
| 1999-07-01 | 5.8834726056 |
| 1999-08-01 | 5.8523076088 |
| 1999-09-01 | 5.9027137645 |
| 1999-10-01 | 5.9805675222 |
| 1999-11-01 | 5.9638781468 |
| 1999-12-01 | 6.0470738605 |
| 2000-01-01 | 6.0522524061 |
| 2000-02-01 | 6.0910433115 |
| 2000-03-01 | 6.0811406370 |
| 2000-04-01 | 6.1528078915 |
| 2000-05-01 | 6.1903946301 |
| 2000-06-01 | 6.0072583079 |
| 2000-07-01 | 6.1817270641 |
| 2000-08-01 | 6.2542450354 |
| 2000-09-01 | 6.1952726214 |
| 2000-10-01 | 6.2663662013 |
| 2000-11-01 | 6.2659129869 |
| 2000-12-01 | 6.2534189095 |
| 2001-01-01 | 6.2520411362 |
| 2001-02-01 | 6.2013475776 |
| 2001-03-01 | 6.1879888686 |
| 2001-04-01 | 6.1573997561 |
| 2001-05-01 | 6.1866129993 |
| 2001-06-01 | 6.3087748255 |
| 2001-07-01 | 6.1735170374 |
| 2001-08-01 | 6.1541519216 |
| 2001-09-01 | 6.1901769192 |
| 2001-10-01 | 6.1517363220 |
| 2001-11-01 | 6.1638173384 |
| 2001-12-01 | 6.2638185998 |
| 2002-01-01 | 6.1593223739 |
| 2002-02-01 | 6.0131517812 |
| 2002-03-01 | 6.0843697106 |
| 2002-04-01 | 6.0593400705 |
| 2002-05-01 | 5.9844639583 |
| 2002-06-01 | 6.1084700642 |
| 2002-07-01 | 6.2656746134 |
| 2002-08-01 | 6.1573268333 |
| 2002-09-01 | 6.1848935278 |
| 2002-10-01 | 6.0445924721 |
| 2002-11-01 | 6.1608766185 |
| 2002-12-01 | 6.1718108704 |
| 2003-01-01 | 6.1689707286 |
| 2003-02-01 | 6.2188133347 |
| 2003-03-01 | 6.2792745497 |
| 2003-04-01 | 6.2581230741 |
| 2003-05-01 | 6.2848986012 |
| 2003-06-01 | 6.3147307714 |
| 2003-07-01 | 6.2531991912 |
| 2003-08-01 | 6.2549551063 |
| 2003-09-01 | 6.2782073703 |
| 2003-10-01 | 6.3461097516 |
| 2003-11-01 | 6.3635370627 |
| 2003-12-01 | 6.3863646661 |
| 2004-01-01 | 6.3743505569 |
| 2004-02-01 | 6.4166228503 |
| 2004-03-01 | 6.4734672654 |
| 2004-04-01 | 6.5479692784 |
| 2004-05-01 | 6.5869860822 |
| 2004-06-01 | 6.6193154373 |
| 2004-07-01 | 6.7431110457 |
| 2004-08-01 | 6.7587540389 |
| 2004-09-01 | 6.7766746241 |
| 2004-10-01 | 6.8533237965 |
| 2004-11-01 | 6.8651002204 |
| 2004-12-01 | 6.8931985785 |
| 2005-01-01 | 6.9777278702 |
| 2005-02-01 | 7.0112157448 |
| 2005-03-01 | 7.0695872026 |
| 2005-04-01 | 7.1365786991 |
| 2005-05-01 | 7.0871244970 |
| 2005-06-01 | 7.1283127474 |
| 2005-07-01 | 7.1348893873 |
| 2005-08-01 | 7.1580056070 |
| 2005-09-01 | 7.1780393041 |
| 2005-10-01 | 7.1647376766 |
| 2005-11-01 | 7.1669093891 |
| 2005-12-01 | 7.2004405869 |
| 2006-01-01 | 7.1741908550 |
| 2006-02-01 | 7.2036395045 |
| 2006-03-01 | 7.1656544842 |
| 2006-04-01 | 7.1274461551 |
| 2006-05-01 | 7.1917928011 |
| 2006-06-01 | 7.1333153293 |
| 2006-07-01 | 7.1307281907 |
| 2006-08-01 | 7.1579284843 |
| 2006-09-01 | 7.1774008564 |
| 2006-10-01 | 7.1787872655 |
| 2006-11-01 | 7.1697831646 |
| 2006-12-01 | 7.0964175942 |
| 2007-01-01 | 7.1683550279 |
| 2007-02-01 | 7.2013450203 |
| 2007-03-01 | 7.0636112530 |
| 2007-04-01 | 7.1241000370 |
| 2007-05-01 | 7.0967144430 |
| 2007-06-01 | 7.1389584032 |
| 2007-07-01 | 7.2268853623 |
| 2007-08-01 | 7.1518474004 |
| 2007-09-01 | 7.1767889873 |
| 2007-10-01 | 7.1912057409 |
| 2007-11-01 | 7.2710401162 |
| 2007-12-01 | 7.2885869706 |
| 2008-01-01 | 7.2647676822 |
| 2008-02-01 | 7.3053342228 |
| 2008-03-01 | 7.3648748817 |
| 2008-04-01 | 7.3199071801 |
| 2008-05-01 | 7.3041270382 |
| 2008-06-01 | 7.2376712184 |
| 2008-07-01 | 7.1239855432 |
| 2008-08-01 | 7.2473757894 |
| 2008-09-01 | 7.0780024026 |
| 2008-10-01 | 6.9982367914 |
| 2008-11-01 | 6.8715412116 |
| 2008-12-01 | 6.8741140600 |
| 2009-01-01 | 6.9697436727 |
| 2009-02-01 | 6.9161578352 |
| 2009-03-01 | 6.8638757953 |
| 2009-04-01 | 6.8177596191 |
| 2009-05-01 | 6.8041196367 |
| 2009-06-01 | 6.8378872174 |
| 2009-07-01 | 6.8206058616 |
| 2009-08-01 | 6.8399807273 |
| 2009-09-01 | 6.8834295165 |
| 2009-10-01 | 6.9033489774 |
| 2009-11-01 | 6.8722522110 |
| 2009-12-01 | 6.9615879781 |
| 2010-01-01 | 6.9754094294 |
| 2010-02-01 | 6.9212979125 |
| 2010-03-01 | 6.9670607581 |
| 2010-04-01 | 7.0179319408 |
| 2010-05-01 | 7.0018592499 |
| 2010-06-01 | 7.0345571746 |
| 2010-07-01 | 7.1232037192 |
| 2010-08-01 | 7.1362207894 |
| 2010-09-01 | 7.0852733735 |
| 2010-10-01 | 7.1032330892 |
| 2010-11-01 | 7.1764913251 |
| 2010-12-01 | 7.1455996447 |
| 2011-01-01 | 7.0836437183 |
| 2011-02-01 | 7.0249899235 |
| 2011-03-01 | 7.0682573719 |
| 2011-04-01 | 7.1237903670 |
| 2011-05-01 | 7.0922618674 |
| 2011-06-01 | 7.1364399068 |
| 2011-07-01 | 7.1295410078 |
| 2011-08-01 | 7.1344998594 |
| 2011-09-01 | 7.1862440049 |
| 2011-10-01 | 7.1989305824 |
| 2011-11-01 | 7.1773095059 |
| 2011-12-01 | 7.1329519103 |
| 2012-01-01 | 7.1878075582 |
| 2012-02-01 | 7.2215749894 |
| 2012-03-01 | 7.2765538395 |
| 2012-04-01 | 7.2314133780 |
| 2012-05-01 | 7.2864138001 |
| 2012-06-01 | 7.2386435817 |
| 2012-07-01 | 7.2367053843 |
| 2012-08-01 | 7.2375816201 |
| 2012-09-01 | 7.1799450373 |
| 2012-10-01 | 7.1914938785 |
| 2012-11-01 | 7.1772341696 |
| 2012-12-01 | 7.3277795304 |
| 2013-01-01 | 7.4914952141 |
| 2013-02-01 | 7.4139964706 |
| 2013-03-01 | 7.3801561682 |
| 2013-04-01 | 7.4384414494 |
| 2013-05-01 | 7.4812246860 |
| 2013-06-01 | 7.5469443025 |
| 2013-07-01 | 7.4433952432 |
| 2013-08-01 | 7.5418150551 |
| 2013-09-01 | 7.5737948433 |
| 2013-10-01 | 7.5852367938 |
| 2013-11-01 | 7.5752188421 |
| 2013-12-01 | 7.6298617149 |
| 2014-01-01 | 7.5878638108 |
| 2014-02-01 | 7.5980107818 |
| 2014-03-01 | 7.6857050505 |
| 2014-04-01 | 7.6431231512 |
| 2014-05-01 | 7.6845106232 |
| 2014-06-01 | 7.6560171481 |
| 2014-07-01 | 7.6510727940 |
| 2014-08-01 | 7.6476437602 |
| 2014-09-01 | 7.6639757234 |
| 2014-10-01 | 7.6769037744 |
| 2014-11-01 | 7.5734815643 |
| 2014-12-01 | 7.5356201037 |
| 2015-01-01 | 7.4822412642 |
| 2015-02-01 | 7.3868517344 |
| 2015-03-01 | 7.2869073581 |
| 2015-04-01 | 7.2406532512 |
| 2015-05-01 | 7.1913385596 |
| 2015-06-01 | 7.1711657046 |
| 2015-07-01 | 7.1536983428 |
| 2015-08-01 | 7.1519371530 |
| 2015-09-01 | 7.0594935699 |
| 2015-10-01 | 6.9711261856 |
| 2015-11-01 | 6.9656190800 |
| 2015-12-01 | 6.8414956118 |
| 2016-01-01 | 6.8754720110 |
| 2016-02-01 | 6.8799177331 |
| 2016-03-01 | 6.7909317688 |
| 2016-04-01 | 6.8335125135 |
| 2016-05-01 | 6.8008965928 |
| 2016-06-01 | 6.7831955032 |
| 2016-07-01 | 6.8554380179 |
| 2016-08-01 | 6.7549466907 |
| 2016-09-01 | 6.6550581296 |
| 2016-10-01 | 6.7660587638 |
| 2016-11-01 | 6.7541539881 |
| 2016-12-01 | 6.7505240348 |
| 2017-01-01 | 6.7716954314 |
| 2017-02-01 | 6.7806242657 |
| 2017-03-01 | 6.7936397223 |
| 2017-04-01 | 6.7250689989 |
| 2017-05-01 | 6.7070682207 |
| 2017-06-01 | 6.6920406655 |
| 2017-07-01 | 6.6530542974 |
| 2017-08-01 | 6.6538843638 |
| 2017-09-01 | 6.6558546155 |
| 2017-10-01 | 6.6651032667 |
| 2017-11-01 | 6.6460148544 |
| 2017-12-01 | 6.6576893252 |
| 2018-01-01 | 6.6686357068 |
| 2018-02-01 | 6.6822456025 |
| 2018-03-01 | 6.6941368196 |
| 2018-04-01 | 6.7203508032 |
| 2018-05-01 | 6.7105638824 |
| 2018-06-01 | 6.6928643533 |
| 2018-07-01 | 6.7519479273 |
| 2018-08-01 | 6.7498145027 |
| 2018-09-01 | 6.7603800335 |
| 2018-10-01 | 6.7681288264 |
| 2018-11-01 | 6.8424675721 |
| 2018-12-01 | 6.8634584871 |
| 2019-01-01 | 6.8653458148 |
| 2019-02-01 | 6.8855168087 |
| 2019-03-01 | 6.8909928340 |
| 2019-04-01 | 6.9157713548 |
| 2019-05-01 | 6.9109172871 |
| 2019-06-01 | 6.8933311357 |
| 2019-07-01 | 6.8491312439 |
| 2019-08-01 | 6.8415846896 |
| 2019-09-01 | 6.8710171370 |
| 2019-10-01 | 6.8737941511 |
| 2019-11-01 | 6.8489304460 |
| 2019-12-01 | 6.8669511086 |
| 2020-01-01 | 6.7577944637 |
| 2020-02-01 | 6.6868048059 |
| 2020-03-01 | 6.6831426474 |
| 2020-04-01 | 5.7130567308 |
| 2020-05-01 | 5.9083944618 |
| 2020-06-01 | 6.0897755138 |
| 2020-07-01 | 6.1478773240 |
| 2020-08-01 | 6.1322536071 |
| 2020-09-01 | 6.1866942258 |
| 2020-10-01 | 6.1842427729 |
| 2020-11-01 | 6.1594490696 |
| 2020-12-01 | 6.0708749597 |
| 2021-01-01 | 6.1496539565 |
| 2021-02-01 | 6.1842748407 |
| 2021-03-01 | 6.1750928431 |
| 2021-04-01 | 6.1056905078 |
| 2021-05-01 | 6.1027597913 |
| 2021-06-01 | 6.0853509922 |
| 2021-07-01 | 6.0469363007 |
| 2021-08-01 | 6.0270858752 |
| 2021-09-01 | 6.0023544562 |
| 2021-10-01 | 5.9969410363 |
| 2021-11-01 | 6.0765772450 |
| 2021-12-01 | 6.0752877021 |
| 2022-01-01 | 6.1427966848 |
| 2022-02-01 | 6.1757692175 |
| 2022-03-01 | 6.1614127639 |
| 2022-04-01 | 6.1988422741 |
| 2022-05-01 | 6.1929263997 |
| 2022-06-01 | 6.1784307170 |
| 2022-07-01 | 6.2496807346 |
| 2022-08-01 | 6.3295668569 |
| 2022-09-01 | 6.3173144895 |
| 2022-10-01 | 6.4100347725 |
| 2022-11-01 | 6.3900554279 |
| 2022-12-01 | 6.4795644601 |
| 2023-01-01 | 6.5396366752 |
| 2023-02-01 | 6.4658896741 |
| 2023-03-01 | 6.5505879457 |
| 2023-04-01 | 6.4878213127 |
| 2023-05-01 | 6.4822245251 |
| 2023-06-01 | 6.4745968095 |
| 2023-07-01 | 6.4533279899 |
| 2023-08-01 | 6.4373663358 |
| 2023-09-01 | 6.3268829522 |
| 2023-10-01 | 6.3182372039 |
| 2023-11-01 | 6.2999513548 |
| 2023-12-01 | 6.2807425183 |
| 2024-01-01 | 6.2395413739 |
| 2024-02-01 | 6.2606747684 |
| 2024-03-01 | 6.2419072380 |
| 2024-04-01 | 6.2820939619 |
| 2024-05-01 | 6.2726445643 |
| 2024-06-01 | 6.2680577921 |
| 2024-07-01 | 6.2563763381 |
| 2024-08-01 | 6.2474883335 |
| 2024-09-01 | 6.3312734754 |
| 2024-10-01 | 6.3216928250 |
| 2024-11-01 | 6.3016846280 |
| 2024-12-01 | 6.3813570950 |
| 2025-01-01 | 6.5446347603 |
| 2025-02-01 | 6.4596319346 |
| 2025-03-01 | 6.4398371145 |
| 2025-04-01 | 6.3778373606 |
| 2025-05-01 | 6.4662706526 |
| 2025-06-01 | 6.4617504414 |
| 2025-07-01 | 6.4576015991 |
| 2025-08-01 | 6.3577938966 |
| 2025-09-01 | 6.4287122742 |
| 2025-10-01 | 6.4212164487 |
| 2025-11-01 | 6.4016584841 |
| 2025-12-01 | 6.3821374758 |
| 2026-01-01 | 6.3498651531 |
| 2026-02-01 | 6.3592851961 |
| 2026-03-01 | 6.4391798031 |
| 2026-04-01 | 6.3799530516 |
| 2026-05-01 | 6.3628891240 |
| 2026-06-01 | 6.3554758420 |
| 2026-07-01 | 6.3564765603 |
| 2026-08-01 | 6.3641378816 |