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 2026-09-01 |
| Last Updated | 2026-10-20 10:43 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 | 5.7363966158 |
| 1990-02-01 | 5.8732044676 |
| 1990-03-01 | 5.7777572927 |
| 1990-04-01 | 5.6461405297 |
| 1990-05-01 | 5.5431756774 |
| 1990-06-01 | 5.6531753060 |
| 1990-07-01 | 5.6284737214 |
| 1990-08-01 | 5.6403070698 |
| 1990-09-01 | 5.6456461239 |
| 1990-10-01 | 5.2730167108 |
| 1990-11-01 | 5.2820162650 |
| 1990-12-01 | 5.2931045193 |
| 1991-01-01 | 5.4431316154 |
| 1991-02-01 | 5.3782734220 |
| 1991-03-01 | 5.3788323559 |
| 1991-04-01 | 5.3428119248 |
| 1991-05-01 | 5.3439329240 |
| 1991-06-01 | 5.2564204300 |
| 1991-07-01 | 5.4255754161 |
| 1991-08-01 | 5.3388773415 |
| 1991-09-01 | 5.3385021407 |
| 1991-10-01 | 5.3705587582 |
| 1991-11-01 | 5.3799030551 |
| 1991-12-01 | 5.3909910469 |
| 1992-01-01 | 5.4540138150 |
| 1992-02-01 | 5.3857330572 |
| 1992-03-01 | 5.3835449514 |
| 1992-04-01 | 5.4360922064 |
| 1992-05-01 | 5.4443288854 |
| 1992-06-01 | 5.5584512220 |
| 1992-07-01 | 5.4249117649 |
| 1992-08-01 | 5.4403503496 |
| 1992-09-01 | 5.4280293024 |
| 1992-10-01 | 5.4664781232 |
| 1992-11-01 | 5.4753707526 |
| 1992-12-01 | 5.4853832214 |
| 1993-01-01 | 5.4695356236 |
| 1993-02-01 | 5.4920723702 |
| 1993-03-01 | 5.4860593316 |
| 1993-04-01 | 5.5276461152 |
| 1993-05-01 | 5.5468864575 |
| 1993-06-01 | 5.5610079617 |
| 1993-07-01 | 5.6299356796 |
| 1993-08-01 | 5.6463212604 |
| 1993-09-01 | 5.6164952537 |
| 1993-10-01 | 5.6635858296 |
| 1993-11-01 | 5.6658961524 |
| 1993-12-01 | 5.6750445807 |
| 1994-01-01 | 5.6874893046 |
| 1994-02-01 | 5.6947402932 |
| 1994-03-01 | 5.7819067542 |
| 1994-04-01 | 5.8261876688 |
| 1994-05-01 | 5.8526624813 |
| 1994-06-01 | 5.8569952807 |
| 1994-07-01 | 5.9421050689 |
| 1994-08-01 | 6.0524258393 |
| 1994-09-01 | 6.0084582440 |
| 1994-10-01 | 5.9663109616 |
| 1994-11-01 | 5.9542158652 |
| 1994-12-01 | 5.9612118603 |
| 1995-01-01 | 6.0018924918 |
| 1995-02-01 | 5.9935125919 |
| 1995-03-01 | 5.9704247194 |
| 1995-04-01 | 6.0291039303 |
| 1995-05-01 | 6.0645199169 |
| 1995-06-01 | 6.1509097661 |
| 1995-07-01 | 6.0543040527 |
| 1995-08-01 | 6.0556464329 |
| 1995-09-01 | 6.1005299446 |
| 1995-10-01 | 6.0773478726 |
| 1995-11-01 | 6.0490791307 |
| 1995-12-01 | 6.0525304901 |
| 1996-01-01 | 6.0039386847 |
| 1996-02-01 | 6.0866712683 |
| 1996-03-01 | 6.1594729665 |
| 1996-04-01 | 6.0334490515 |
| 1996-05-01 | 5.9770177268 |
| 1996-06-01 | 5.9372494830 |
| 1996-07-01 | 5.9682898989 |
| 1996-08-01 | 5.9597229326 |
| 1996-09-01 | 5.9985913497 |
| 1996-10-01 | 6.0875226392 |
| 1996-11-01 | 6.1506332307 |
| 1996-12-01 | 6.1450567175 |
| 1997-01-01 | 6.0967089809 |
| 1997-02-01 | 6.0785530237 |
| 1997-03-01 | 6.1560226071 |
| 1997-04-01 | 6.0338753976 |
| 1997-05-01 | 6.0874864454 |
| 1997-06-01 | 6.1277523735 |
| 1997-07-01 | 5.9783329765 |
| 1997-08-01 | 6.0598304819 |
| 1997-09-01 | 5.9031937351 |
| 1997-10-01 | 5.9911021074 |
| 1997-11-01 | 6.0541414779 |
| 1997-12-01 | 6.0413550963 |
| 1998-01-01 | 5.9813030240 |
| 1998-02-01 | 5.9768860710 |
| 1998-03-01 | 5.9601356840 |
| 1998-04-01 | 5.9386992632 |
| 1998-05-01 | 5.8916350681 |
| 1998-06-01 | 5.8166106027 |
| 1998-07-01 | 5.9859697594 |
| 1998-08-01 | 5.9584845789 |
| 1998-09-01 | 5.9072037911 |
| 1998-10-01 | 5.7880848660 |
| 1998-11-01 | 5.7578575929 |
| 1998-12-01 | 5.7395709442 |
| 1999-01-01 | 5.8650092318 |
| 1999-02-01 | 5.8816325866 |
| 1999-03-01 | 5.8709460124 |
| 1999-04-01 | 5.9455214647 |
| 1999-05-01 | 5.8939380134 |
| 1999-06-01 | 5.9134509434 |
| 1999-07-01 | 5.8834726059 |
| 1999-08-01 | 5.8523076081 |
| 1999-09-01 | 5.9027137633 |
| 1999-10-01 | 5.9805675209 |
| 1999-11-01 | 5.9638781454 |
| 1999-12-01 | 6.0470738595 |
| 2000-01-01 | 6.0522524054 |
| 2000-02-01 | 6.0910433111 |
| 2000-03-01 | 6.0811406368 |
| 2000-04-01 | 6.1528078913 |
| 2000-05-01 | 6.1903946299 |
| 2000-06-01 | 6.0072583137 |
| 2000-07-01 | 6.1817270639 |
| 2000-08-01 | 6.2542450348 |
| 2000-09-01 | 6.1952726205 |
| 2000-10-01 | 6.2663662005 |
| 2000-11-01 | 6.2659129862 |
| 2000-12-01 | 6.2534189090 |
| 2001-01-01 | 6.2520411360 |
| 2001-02-01 | 6.2013475774 |
| 2001-03-01 | 6.1879888685 |
| 2001-04-01 | 6.1573997560 |
| 2001-05-01 | 6.1866129993 |
| 2001-06-01 | 6.3087748283 |
| 2001-07-01 | 6.1735170372 |
| 2001-08-01 | 6.1541519213 |
| 2001-09-01 | 6.1901769188 |
| 2001-10-01 | 6.1517363216 |
| 2001-11-01 | 6.1638173381 |
| 2001-12-01 | 6.2638185995 |
| 2002-01-01 | 6.1593223738 |
| 2002-02-01 | 6.0131517811 |
| 2002-03-01 | 6.0843697105 |
| 2002-04-01 | 6.0593400705 |
| 2002-05-01 | 5.9844639584 |
| 2002-06-01 | 6.1084700654 |
| 2002-07-01 | 6.2656746134 |
| 2002-08-01 | 6.1573268332 |
| 2002-09-01 | 6.1848935277 |
| 2002-10-01 | 6.0445924719 |
| 2002-11-01 | 6.1608766183 |
| 2002-12-01 | 6.1718108702 |
| 2003-01-01 | 6.1689707285 |
| 2003-02-01 | 6.2188133346 |
| 2003-03-01 | 6.2792745497 |
| 2003-04-01 | 6.2581230740 |
| 2003-05-01 | 6.2848986012 |
| 2003-06-01 | 6.3147307721 |
| 2003-07-01 | 6.2531991912 |
| 2003-08-01 | 6.2549551063 |
| 2003-09-01 | 6.2782073702 |
| 2003-10-01 | 6.3461097516 |
| 2003-11-01 | 6.3635370626 |
| 2003-12-01 | 6.3863646659 |
| 2004-01-01 | 6.3743505569 |
| 2004-02-01 | 6.4166228503 |
| 2004-03-01 | 6.4734672652 |
| 2004-04-01 | 6.5479692784 |
| 2004-05-01 | 6.5869860822 |
| 2004-06-01 | 6.6193154375 |
| 2004-07-01 | 6.7431110460 |
| 2004-08-01 | 6.7587540390 |
| 2004-09-01 | 6.7766746242 |
| 2004-10-01 | 6.8533237965 |
| 2004-11-01 | 6.8651002204 |
| 2004-12-01 | 6.8931985784 |
| 2005-01-01 | 6.9777278701 |
| 2005-02-01 | 7.0112157448 |
| 2005-03-01 | 7.0695872022 |
| 2005-04-01 | 7.1365786989 |
| 2005-05-01 | 7.0871244968 |
| 2005-06-01 | 7.1283127472 |
| 2005-07-01 | 7.1348893884 |
| 2005-08-01 | 7.1580056071 |
| 2005-09-01 | 7.1780393042 |
| 2005-10-01 | 7.1647376767 |
| 2005-11-01 | 7.1669093899 |
| 2005-12-01 | 7.2004405867 |
| 2006-01-01 | 7.1741908541 |
| 2006-02-01 | 7.2036395043 |
| 2006-03-01 | 7.1656544834 |
| 2006-04-01 | 7.1274461546 |
| 2006-05-01 | 7.1917928007 |
| 2006-06-01 | 7.1333153290 |
| 2006-07-01 | 7.1307281928 |
| 2006-08-01 | 7.1579284849 |
| 2006-09-01 | 7.1774008568 |
| 2006-10-01 | 7.1787872659 |
| 2006-11-01 | 7.1697831661 |
| 2006-12-01 | 7.0964175938 |
| 2007-01-01 | 7.1683550256 |
| 2007-02-01 | 7.2013450194 |
| 2007-03-01 | 7.0636112515 |
| 2007-04-01 | 7.1241000361 |
| 2007-05-01 | 7.0967144424 |
| 2007-06-01 | 7.1389584030 |
| 2007-07-01 | 7.2268853655 |
| 2007-08-01 | 7.1518474020 |
| 2007-09-01 | 7.1767889892 |
| 2007-10-01 | 7.1912057427 |
| 2007-11-01 | 7.2710401200 |
| 2007-12-01 | 7.2885869708 |
| 2008-01-01 | 7.2647676787 |
| 2008-02-01 | 7.3053342097 |
| 2008-03-01 | 7.3648748786 |
| 2008-04-01 | 7.3199071787 |
| 2008-05-01 | 7.3041270392 |
| 2008-06-01 | 7.2376712219 |
| 2008-07-01 | 7.1239855514 |
| 2008-08-01 | 7.2473757964 |
| 2008-09-01 | 7.0780024091 |
| 2008-10-01 | 6.9982367962 |
| 2008-11-01 | 6.8715412165 |
| 2008-12-01 | 6.8741140525 |
| 2009-01-01 | 6.9697436646 |
| 2009-02-01 | 6.9161578045 |
| 2009-03-01 | 6.8638757859 |
| 2009-04-01 | 6.8177596158 |
| 2009-05-01 | 6.8041196423 |
| 2009-06-01 | 6.8378872312 |
| 2009-07-01 | 6.8206058830 |
| 2009-08-01 | 6.8399807467 |
| 2009-09-01 | 6.8834295318 |
| 2009-10-01 | 6.9033489808 |
| 2009-11-01 | 6.8722522210 |
| 2009-12-01 | 6.9615879644 |
| 2010-01-01 | 6.9754094099 |
| 2010-02-01 | 6.9212978540 |
| 2010-03-01 | 6.9670607274 |
| 2010-04-01 | 7.0179319107 |
| 2010-05-01 | 7.0018592253 |
| 2010-06-01 | 7.0345571645 |
| 2010-07-01 | 7.1232039422 |
| 2010-08-01 | 7.1362207974 |
| 2010-09-01 | 7.0852733889 |
| 2010-10-01 | 7.1032330933 |
| 2010-11-01 | 7.1764913406 |
| 2010-12-01 | 7.1455996123 |
| 2011-01-01 | 7.0836436622 |
| 2011-02-01 | 7.0249898111 |
| 2011-03-01 | 7.0682572778 |
| 2011-04-01 | 7.1237902799 |
| 2011-05-01 | 7.0922618073 |
| 2011-06-01 | 7.1364398991 |
| 2011-07-01 | 7.1295414839 |
| 2011-08-01 | 7.1344999163 |
| 2011-09-01 | 7.1862440724 |
| 2011-10-01 | 7.1989305751 |
| 2011-11-01 | 7.1773095285 |
| 2011-12-01 | 7.1329518419 |
| 2012-01-01 | 7.1878074265 |
| 2012-02-01 | 7.2215747739 |
| 2012-03-01 | 7.2765536327 |
| 2012-04-01 | 7.2314131969 |
| 2012-05-01 | 7.2864136720 |
| 2012-06-01 | 7.2386435564 |
| 2012-07-01 | 7.2367060983 |
| 2012-08-01 | 7.2375820179 |
| 2012-09-01 | 7.1799451616 |
| 2012-10-01 | 7.1914939330 |
| 2012-11-01 | 7.1772343165 |
| 2012-12-01 | 7.3277789333 |
| 2013-01-01 | 7.4914953005 |
| 2013-02-01 | 7.4139965107 |
| 2013-03-01 | 7.3801547820 |
| 2013-04-01 | 7.4384414553 |
| 2013-05-01 | 7.4812246754 |
| 2013-06-01 | 7.5469443200 |
| 2013-07-01 | 7.4433963901 |
| 2013-08-01 | 7.5418157607 |
| 2013-09-01 | 7.5737951714 |
| 2013-10-01 | 7.5852367971 |
| 2013-11-01 | 7.5752190095 |
| 2013-12-01 | 7.6298604572 |
| 2014-01-01 | 7.5878639261 |
| 2014-02-01 | 7.5980108467 |
| 2014-03-01 | 7.6857032810 |
| 2014-04-01 | 7.6431231771 |
| 2014-05-01 | 7.6845106623 |
| 2014-06-01 | 7.6560172612 |
| 2014-07-01 | 7.6510745209 |
| 2014-08-01 | 7.6476449268 |
| 2014-09-01 | 7.6639763209 |
| 2014-10-01 | 7.6769036849 |
| 2014-11-01 | 7.5734814933 |
| 2014-12-01 | 7.5356177666 |
| 2015-01-01 | 7.4822408965 |
| 2015-02-01 | 7.3868514104 |
| 2015-03-01 | 7.2869051117 |
| 2015-04-01 | 7.2406536508 |
| 2015-05-01 | 7.1913394206 |
| 2015-06-01 | 7.1711669189 |
| 2015-07-01 | 7.1537013981 |
| 2015-08-01 | 7.1519390987 |
| 2015-09-01 | 7.0594944250 |
| 2015-10-01 | 6.9711252841 |
| 2015-11-01 | 6.9656175824 |
| 2015-12-01 | 6.8414914634 |
| 2016-01-01 | 6.8754697327 |
| 2016-02-01 | 6.8799158903 |
| 2016-03-01 | 6.7909299689 |
| 2016-04-01 | 6.8335136114 |
| 2016-05-01 | 6.8008993254 |
| 2016-06-01 | 6.7831995166 |
| 2016-07-01 | 6.8554440593 |
| 2016-08-01 | 6.7549513778 |
| 2016-09-01 | 6.6550604089 |
| 2016-10-01 | 6.7660578087 |
| 2016-11-01 | 6.7541510790 |
| 2016-12-01 | 6.7505111079 |
| 2017-01-01 | 6.7716858590 |
| 2017-02-01 | 6.7806192084 |
| 2017-03-01 | 6.7936411496 |
| 2017-04-01 | 6.7250631686 |
| 2017-05-01 | 6.7070637744 |
| 2017-06-01 | 6.6920664468 |
| 2017-07-01 | 6.6530793580 |
| 2017-08-01 | 6.6538905068 |
| 2017-09-01 | 6.6558612959 |
| 2017-10-01 | 6.6651058810 |
| 2017-11-01 | 6.6460102829 |
| 2017-12-01 | 6.6576589205 |
| 2018-01-01 | 6.6686063902 |
| 2018-02-01 | 6.6822226857 |
| 2018-03-01 | 6.6941322651 |
| 2018-04-01 | 6.7203358573 |
| 2018-05-01 | 6.7105588263 |
| 2018-06-01 | 6.6929238599 |
| 2018-07-01 | 6.7520059388 |
| 2018-08-01 | 6.7498346149 |
| 2018-09-01 | 6.7604012544 |
| 2018-10-01 | 6.7681415717 |
| 2018-11-01 | 6.8424633668 |
| 2018-12-01 | 6.8634024084 |
| 2019-01-01 | 6.8652785072 |
| 2019-02-01 | 6.8854537639 |
| 2019-03-01 | 6.8909561376 |
| 2019-04-01 | 6.9157200144 |
| 2019-05-01 | 6.9108809382 |
| 2019-06-01 | 6.8935755779 |
| 2019-07-01 | 6.8491892787 |
| 2019-08-01 | 6.8415936345 |
| 2019-09-01 | 6.8710464796 |
| 2019-10-01 | 6.8738421416 |
| 2019-11-01 | 6.8489802858 |
| 2019-12-01 | 6.8669695883 |
| 2020-01-01 | 6.7574763480 |
| 2020-02-01 | 6.6868371750 |
| 2020-03-01 | 6.6827602674 |
| 2020-04-01 | 5.7130856741 |
| 2020-05-01 | 5.9084163756 |
| 2020-06-01 | 6.0902547564 |
| 2020-07-01 | 6.1479831226 |
| 2020-08-01 | 6.1323249445 |
| 2020-09-01 | 6.1864879513 |
| 2020-10-01 | 6.1843811906 |
| 2020-11-01 | 6.1595856322 |
| 2020-12-01 | 6.0709701871 |
| 2021-01-01 | 6.1490595048 |
| 2021-02-01 | 6.1843693384 |
| 2021-03-01 | 6.1743449239 |
| 2021-04-01 | 6.1058223206 |
| 2021-05-01 | 6.1029060134 |
| 2021-06-01 | 6.0861504864 |
| 2021-07-01 | 6.0471573247 |
| 2021-08-01 | 6.0272223425 |
| 2021-09-01 | 6.0018296507 |
| 2021-10-01 | 5.9969970720 |
| 2021-11-01 | 6.0769710896 |
| 2021-12-01 | 6.0752462074 |
| 2022-01-01 | 6.1418932973 |
| 2022-02-01 | 6.1757942909 |
| 2022-03-01 | 6.1602306227 |
| 2022-04-01 | 6.1995214090 |
| 2022-05-01 | 6.1933042885 |
| 2022-06-01 | 6.1794631639 |
| 2022-07-01 | 6.2500501876 |
| 2022-08-01 | 6.3302956543 |
| 2022-09-01 | 6.3162504118 |
| 2022-10-01 | 6.4096748754 |
| 2022-11-01 | 6.3903320179 |
| 2022-12-01 | 6.4790317139 |
| 2023-01-01 | 6.5388352538 |
| 2023-02-01 | 6.4656204040 |
| 2023-03-01 | 6.5489936200 |
| 2023-04-01 | 6.4890724493 |
| 2023-05-01 | 6.4829891698 |
| 2023-06-01 | 6.4762245618 |
| 2023-07-01 | 6.4545648862 |
| 2023-08-01 | 6.4398875380 |
| 2023-09-01 | 6.3238357752 |
| 2023-10-01 | 6.3166519717 |
| 2023-11-01 | 6.2996854891 |
| 2023-12-01 | 6.2795742295 |
| 2024-01-01 | 6.2388921806 |
| 2024-02-01 | 6.2603146291 |
| 2024-03-01 | 6.2401269963 |
| 2024-04-01 | 6.2840887891 |
| 2024-05-01 | 6.2739737409 |
| 2024-06-01 | 6.2703219352 |
| 2024-07-01 | 6.2587345389 |
| 2024-08-01 | 6.2520048496 |
| 2024-09-01 | 6.3260712217 |
| 2024-10-01 | 6.3186696299 |
| 2024-11-01 | 6.3004682752 |
| 2024-12-01 | 6.3794770584 |
| 2025-01-01 | 6.5444040904 |
| 2025-02-01 | 6.4591332256 |
| 2025-03-01 | 6.4382170763 |
| 2025-04-01 | 6.3802648942 |
| 2025-05-01 | 6.4681856039 |
| 2025-06-01 | 6.4647707563 |
| 2025-07-01 | 6.4613392583 |
| 2025-08-01 | 6.3642539028 |
| 2025-09-01 | 6.4208411943 |
| 2025-10-01 | 6.4167288059 |
| 2025-11-01 | 6.3996701799 |
| 2025-12-01 | 6.3796696956 |
| 2026-01-01 | 6.3499474392 |
| 2026-02-01 | 6.3587775618 |
| 2026-03-01 | 6.4379468802 |
| 2026-04-01 | 6.3827385220 |
| 2026-05-01 | 6.3651061470 |
| 2026-06-01 | 6.3588118340 |
| 2026-07-01 | 6.3608934638 |
| 2026-08-01 | 6.3716258679 |
| 2026-09-01 | 6.4174935141 |