Table Data - All Employees: Mining, Logging, and Construction in Reading, PA (MSA)
| Title | All Employees: Mining, Logging, and Construction in Reading, PA (MSA) |
|---|---|
| Series ID | READ742NRMN |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 12:15 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 | 7.1608801777 |
| 1990-02-01 | 7.3877854340 |
| 1990-03-01 | 7.4861601006 |
| 1990-04-01 | 7.4479772691 |
| 1990-05-01 | 7.3923281878 |
| 1990-06-01 | 7.4900935692 |
| 1990-07-01 | 7.3188630987 |
| 1990-08-01 | 7.3534342390 |
| 1990-09-01 | 7.3517657519 |
| 1990-10-01 | 7.3374510196 |
| 1990-11-01 | 7.2392611900 |
| 1990-12-01 | 7.0330417159 |
| 1991-01-01 | 6.8607998483 |
| 1991-02-01 | 6.6902414969 |
| 1991-03-01 | 6.5906840483 |
| 1991-04-01 | 6.6454863905 |
| 1991-05-01 | 6.6877979474 |
| 1991-06-01 | 6.5942595252 |
| 1991-07-01 | 6.5230984337 |
| 1991-08-01 | 6.5422157398 |
| 1991-09-01 | 6.4507650387 |
| 1991-10-01 | 6.4365143834 |
| 1991-11-01 | 6.4413159838 |
| 1991-12-01 | 6.4336207523 |
| 1992-01-01 | 6.5575237976 |
| 1992-02-01 | 6.5970891789 |
| 1992-03-01 | 6.5044783410 |
| 1992-04-01 | 6.4373537601 |
| 1992-05-01 | 6.3836895402 |
| 1992-06-01 | 6.3056379825 |
| 1992-07-01 | 6.4216520941 |
| 1992-08-01 | 6.2136045781 |
| 1992-09-01 | 6.2487436695 |
| 1992-10-01 | 6.1360853201 |
| 1992-11-01 | 6.1486465897 |
| 1992-12-01 | 6.0471880704 |
| 1993-01-01 | 6.4597001705 |
| 1993-02-01 | 6.6043876517 |
| 1993-03-01 | 6.3105830793 |
| 1993-04-01 | 6.1297488753 |
| 1993-05-01 | 6.0793178034 |
| 1993-06-01 | 6.1184900090 |
| 1993-07-01 | 6.1172889238 |
| 1993-08-01 | 5.9777301262 |
| 1993-09-01 | 6.0439675203 |
| 1993-10-01 | 6.1400938340 |
| 1993-11-01 | 6.1539337222 |
| 1993-12-01 | 6.2688711897 |
| 1994-01-01 | 6.1708172703 |
| 1994-02-01 | 6.2051699805 |
| 1994-03-01 | 6.2048284550 |
| 1994-04-01 | 6.4282951756 |
| 1994-05-01 | 6.5753367472 |
| 1994-06-01 | 6.5234553786 |
| 1994-07-01 | 6.5114783518 |
| 1994-08-01 | 6.7523517074 |
| 1994-09-01 | 6.7454794363 |
| 1994-10-01 | 6.7397492390 |
| 1994-11-01 | 6.7559754111 |
| 1994-12-01 | 6.7997880443 |
| 1995-01-01 | 6.7851513701 |
| 1995-02-01 | 6.6969223616 |
| 1995-03-01 | 6.6927834986 |
| 1995-04-01 | 6.8276060969 |
| 1995-05-01 | 6.6667088981 |
| 1995-06-01 | 6.7219336045 |
| 1995-07-01 | 6.7121296836 |
| 1995-08-01 | 6.8378348559 |
| 1995-09-01 | 6.9400081017 |
| 1995-10-01 | 6.7488595864 |
| 1995-11-01 | 6.6655877544 |
| 1995-12-01 | 6.5322022479 |
| 1996-01-01 | 6.0948623934 |
| 1996-02-01 | 6.5766372628 |
| 1996-03-01 | 6.7819303852 |
| 1996-04-01 | 6.7217172445 |
| 1996-05-01 | 6.8519714747 |
| 1996-06-01 | 6.9090023421 |
| 1996-07-01 | 7.0150797963 |
| 1996-08-01 | 7.0404559663 |
| 1996-09-01 | 7.0450519821 |
| 1996-10-01 | 7.0619153148 |
| 1996-11-01 | 7.1859918660 |
| 1996-12-01 | 7.1706655909 |
| 1997-01-01 | 7.0867477076 |
| 1997-02-01 | 7.2468019830 |
| 1997-03-01 | 7.1589753472 |
| 1997-04-01 | 7.0184021603 |
| 1997-05-01 | 7.1380152025 |
| 1997-06-01 | 7.0915155695 |
| 1997-07-01 | 7.1137524487 |
| 1997-08-01 | 7.0561360645 |
| 1997-09-01 | 7.1477961322 |
| 1997-10-01 | 7.3927389299 |
| 1997-11-01 | 7.3202357982 |
| 1997-12-01 | 7.2997041445 |
| 1998-01-01 | 7.3700219299 |
| 1998-02-01 | 7.3129077821 |
| 1998-03-01 | 7.2292061330 |
| 1998-04-01 | 7.2126268305 |
| 1998-05-01 | 7.0226013482 |
| 1998-06-01 | 7.0642003994 |
| 1998-07-01 | 7.1202676636 |
| 1998-08-01 | 7.0871890581 |
| 1998-09-01 | 7.1547738410 |
| 1998-10-01 | 7.0182469528 |
| 1998-11-01 | 6.9556954151 |
| 1998-12-01 | 7.1189997234 |
| 1999-01-01 | 7.1457338525 |
| 1999-02-01 | 7.3899205151 |
| 1999-03-01 | 7.3029327694 |
| 1999-04-01 | 7.5064983150 |
| 1999-05-01 | 7.6131285359 |
| 1999-06-01 | 7.6362632565 |
| 1999-07-01 | 7.6326702418 |
| 1999-08-01 | 7.5076019831 |
| 1999-09-01 | 7.6488156069 |
| 1999-10-01 | 7.8479396728 |
| 1999-11-01 | 7.8901494007 |
| 1999-12-01 | 7.9248357539 |
| 2000-01-01 | 8.0243900637 |
| 2000-02-01 | 7.7830614961 |
| 2000-03-01 | 8.0889606022 |
| 2000-04-01 | 8.1994496068 |
| 2000-05-01 | 8.0066405777 |
| 2000-06-01 | 7.9040995640 |
| 2000-07-01 | 8.1477267101 |
| 2000-08-01 | 8.2229601563 |
| 2000-09-01 | 8.2501365235 |
| 2000-10-01 | 8.2603201034 |
| 2000-11-01 | 8.3048942755 |
| 2000-12-01 | 8.3296429718 |
| 2001-01-01 | 8.4101889276 |
| 2001-02-01 | 8.3920682878 |
| 2001-03-01 | 8.4666118222 |
| 2001-04-01 | 8.5014814319 |
| 2001-05-01 | 8.5149387349 |
| 2001-06-01 | 8.5816510026 |
| 2001-07-01 | 8.3553279894 |
| 2001-08-01 | 8.3348855590 |
| 2001-09-01 | 8.3481669409 |
| 2001-10-01 | 8.2640340205 |
| 2001-11-01 | 8.1998927270 |
| 2001-12-01 | 8.2280087816 |
| 2002-01-01 | 8.2085858846 |
| 2002-02-01 | 8.3061332890 |
| 2002-03-01 | 8.2521679060 |
| 2002-04-01 | 8.2036410690 |
| 2002-05-01 | 8.2243286371 |
| 2002-06-01 | 8.2654940560 |
| 2002-07-01 | 8.2634799306 |
| 2002-08-01 | 8.2494991161 |
| 2002-09-01 | 8.2458699946 |
| 2002-10-01 | 8.1592865479 |
| 2002-11-01 | 8.1848998362 |
| 2002-12-01 | 8.2310231094 |
| 2003-01-01 | 8.2107555311 |
| 2003-02-01 | 8.1116870069 |
| 2003-03-01 | 8.0366358039 |
| 2003-04-01 | 8.0991533603 |
| 2003-05-01 | 8.3413923918 |
| 2003-06-01 | 8.2728312170 |
| 2003-07-01 | 8.2701633205 |
| 2003-08-01 | 8.2554666429 |
| 2003-09-01 | 8.2341239900 |
| 2003-10-01 | 8.3514462153 |
| 2003-11-01 | 8.3772932956 |
| 2003-12-01 | 8.3345252700 |
| 2004-01-01 | 8.3120311443 |
| 2004-02-01 | 8.3184467687 |
| 2004-03-01 | 8.4315516223 |
| 2004-04-01 | 8.3792779374 |
| 2004-05-01 | 8.3505819539 |
| 2004-06-01 | 8.1885859446 |
| 2004-07-01 | 8.3782857086 |
| 2004-08-01 | 8.3587841247 |
| 2004-09-01 | 8.4323779424 |
| 2004-10-01 | 8.5371394975 |
| 2004-11-01 | 8.5717687394 |
| 2004-12-01 | 8.7408497005 |
| 2005-01-01 | 8.5189410175 |
| 2005-02-01 | 8.5234546110 |
| 2005-03-01 | 8.3209048123 |
| 2005-04-01 | 8.5456077462 |
| 2005-05-01 | 8.5490807377 |
| 2005-06-01 | 8.7252106622 |
| 2005-07-01 | 8.6932860957 |
| 2005-08-01 | 8.7624087944 |
| 2005-09-01 | 8.8305655075 |
| 2005-10-01 | 8.7153764991 |
| 2005-11-01 | 8.8677839452 |
| 2005-12-01 | 8.8411150398 |
| 2006-01-01 | 9.0317535096 |
| 2006-02-01 | 9.1286164990 |
| 2006-03-01 | 9.1186889496 |
| 2006-04-01 | 9.1090843924 |
| 2006-05-01 | 9.1344163638 |
| 2006-06-01 | 9.0592544499 |
| 2006-07-01 | 9.1171463419 |
| 2006-08-01 | 9.1667931800 |
| 2006-09-01 | 9.1292088216 |
| 2006-10-01 | 9.1013736961 |
| 2006-11-01 | 8.9614451272 |
| 2006-12-01 | 9.0342935966 |
| 2007-01-01 | 9.1464145235 |
| 2007-02-01 | 8.9295279281 |
| 2007-03-01 | 9.1201911215 |
| 2007-04-01 | 9.1793673957 |
| 2007-05-01 | 9.1102124894 |
| 2007-06-01 | 9.1938769418 |
| 2007-07-01 | 9.2388743783 |
| 2007-08-01 | 9.1721998878 |
| 2007-09-01 | 9.1378871712 |
| 2007-10-01 | 9.1868016309 |
| 2007-11-01 | 9.1533111758 |
| 2007-12-01 | 9.3194793467 |
| 2008-01-01 | 9.0584179054 |
| 2008-02-01 | 9.0331773729 |
| 2008-03-01 | 9.0240960551 |
| 2008-04-01 | 9.1583332148 |
| 2008-05-01 | 9.0869691072 |
| 2008-06-01 | 8.8133603709 |
| 2008-07-01 | 8.7538636404 |
| 2008-08-01 | 8.6796062632 |
| 2008-09-01 | 8.6643129132 |
| 2008-10-01 | 8.5859436298 |
| 2008-11-01 | 8.4361219123 |
| 2008-12-01 | 8.3030100706 |
| 2009-01-01 | 8.0627916439 |
| 2009-02-01 | 8.0336618012 |
| 2009-03-01 | 7.8139913109 |
| 2009-04-01 | 7.6446007765 |
| 2009-05-01 | 7.5688500785 |
| 2009-06-01 | 7.4314796107 |
| 2009-07-01 | 7.2629745540 |
| 2009-08-01 | 7.2942553201 |
| 2009-09-01 | 7.2987161627 |
| 2009-10-01 | 7.1942849320 |
| 2009-11-01 | 7.2229232779 |
| 2009-12-01 | 7.1859368925 |
| 2010-01-01 | 7.1549687472 |
| 2010-02-01 | 7.0181818595 |
| 2010-03-01 | 6.9924423481 |
| 2010-04-01 | 7.0431347354 |
| 2010-05-01 | 7.0621145460 |
| 2010-06-01 | 7.1448236988 |
| 2010-07-01 | 7.1740488772 |
| 2010-08-01 | 7.1128074665 |
| 2010-09-01 | 7.0198370282 |
| 2010-10-01 | 7.1196400793 |
| 2010-11-01 | 7.2156368908 |
| 2010-12-01 | 6.9791798588 |
| 2011-01-01 | 6.9296106034 |
| 2011-02-01 | 6.9889108111 |
| 2011-03-01 | 7.0695878466 |
| 2011-04-01 | 7.1467070725 |
| 2011-05-01 | 7.1643995924 |
| 2011-06-01 | 7.1554801547 |
| 2011-07-01 | 7.1822394783 |
| 2011-08-01 | 7.2388246231 |
| 2011-09-01 | 7.1322727760 |
| 2011-10-01 | 7.1326512886 |
| 2011-11-01 | 7.2227481228 |
| 2011-12-01 | 7.1733244493 |
| 2012-01-01 | 7.2037066851 |
| 2012-02-01 | 7.3610814033 |
| 2012-03-01 | 7.2493288917 |
| 2012-04-01 | 7.0538592097 |
| 2012-05-01 | 6.9696478130 |
| 2012-06-01 | 6.9610961396 |
| 2012-07-01 | 6.9960147716 |
| 2012-08-01 | 6.9599608966 |
| 2012-09-01 | 6.9285676432 |
| 2012-10-01 | 6.9370992528 |
| 2012-11-01 | 7.0347947405 |
| 2012-12-01 | 7.2680668748 |
| 2013-01-01 | 7.2869641302 |
| 2013-02-01 | 7.2414468763 |
| 2013-03-01 | 7.2356496474 |
| 2013-04-01 | 7.1676217487 |
| 2013-05-01 | 7.1788291260 |
| 2013-06-01 | 7.0579230777 |
| 2013-07-01 | 7.0996454639 |
| 2013-08-01 | 7.0779408648 |
| 2013-09-01 | 7.2116634458 |
| 2013-10-01 | 7.1336614545 |
| 2013-11-01 | 7.1509853666 |
| 2013-12-01 | 7.0589086098 |
| 2014-01-01 | 7.1908240563 |
| 2014-02-01 | 7.3331232508 |
| 2014-03-01 | 7.2303474961 |
| 2014-04-01 | 7.3880377111 |
| 2014-05-01 | 7.3836864820 |
| 2014-06-01 | 7.4405385056 |
| 2014-07-01 | 7.3996929562 |
| 2014-08-01 | 7.3832750941 |
| 2014-09-01 | 7.4833422412 |
| 2014-10-01 | 7.6322759040 |
| 2014-11-01 | 7.7692766667 |
| 2014-12-01 | 7.6618004436 |
| 2015-01-01 | 7.6034037913 |
| 2015-02-01 | 7.5348755543 |
| 2015-03-01 | 7.4324419912 |
| 2015-04-01 | 7.6020766019 |
| 2015-05-01 | 7.6869054209 |
| 2015-06-01 | 7.7064088256 |
| 2015-07-01 | 7.6807959519 |
| 2015-08-01 | 7.8866204683 |
| 2015-09-01 | 7.8760941707 |
| 2015-10-01 | 7.9354699648 |
| 2015-11-01 | 7.8889393158 |
| 2015-12-01 | 7.9715337488 |
| 2016-01-01 | 7.9143747318 |
| 2016-02-01 | 7.7450572082 |
| 2016-03-01 | 7.9345941450 |
| 2016-04-01 | 7.7975296623 |
| 2016-05-01 | 7.7754635177 |
| 2016-06-01 | 7.7672285540 |
| 2016-07-01 | 7.8684018337 |
| 2016-08-01 | 7.9863411990 |
| 2016-09-01 | 7.7917742612 |
| 2016-10-01 | 7.6601135051 |
| 2016-11-01 | 7.7095332717 |
| 2016-12-01 | 7.6840422246 |
| 2017-01-01 | 7.6099345494 |
| 2017-02-01 | 7.7402734791 |
| 2017-03-01 | 7.6187361621 |
| 2017-04-01 | 7.8779684463 |
| 2017-05-01 | 7.9709217372 |
| 2017-06-01 | 8.1412271459 |
| 2017-07-01 | 8.1638909865 |
| 2017-08-01 | 8.1957207077 |
| 2017-09-01 | 8.2218505788 |
| 2017-10-01 | 8.1998156093 |
| 2017-11-01 | 8.1213690792 |
| 2017-12-01 | 8.0910248501 |
| 2018-01-01 | 7.8851830743 |
| 2018-02-01 | 8.0277480851 |
| 2018-03-01 | 8.0010498130 |
| 2018-04-01 | 7.9444036908 |
| 2018-05-01 | 7.9660855499 |
| 2018-06-01 | 7.9273826184 |
| 2018-07-01 | 7.9826573017 |
| 2018-08-01 | 7.9109851454 |
| 2018-09-01 | 7.8547312935 |
| 2018-10-01 | 7.9366381226 |
| 2018-11-01 | 7.9303485072 |
| 2018-12-01 | 7.8949501326 |
| 2019-01-01 | 8.0512782657 |
| 2019-02-01 | 7.9989164750 |
| 2019-03-01 | 7.9738927989 |
| 2019-04-01 | 8.1141608190 |
| 2019-05-01 | 8.1666305775 |
| 2019-06-01 | 8.0409282388 |
| 2019-07-01 | 7.9090495476 |
| 2019-08-01 | 7.8282388428 |
| 2019-09-01 | 7.7863267899 |
| 2019-10-01 | 7.7564451222 |
| 2019-11-01 | 7.8325885232 |
| 2019-12-01 | 7.8930108145 |
| 2020-01-01 | 7.8103472421 |
| 2020-02-01 | 7.9728332815 |
| 2020-03-01 | 7.8562184831 |
| 2020-04-01 | 4.7944382589 |
| 2020-05-01 | 6.8698789911 |
| 2020-06-01 | 7.2661408099 |
| 2020-07-01 | 7.4421167954 |
| 2020-08-01 | 7.5280321952 |
| 2020-09-01 | 7.6017074935 |
| 2020-10-01 | 7.5661337959 |
| 2020-11-01 | 7.6428361586 |
| 2020-12-01 | 7.5840555966 |
| 2021-01-01 | 7.6842123243 |
| 2021-02-01 | 7.4407827685 |
| 2021-03-01 | 7.5292387570 |
| 2021-04-01 | 7.6979277154 |
| 2021-05-01 | 7.6879429730 |
| 2021-06-01 | 7.8064240096 |
| 2021-07-01 | 7.7566129357 |
| 2021-08-01 | 7.6182537681 |
| 2021-09-01 | 7.7945686235 |
| 2021-10-01 | 7.8684992487 |
| 2021-11-01 | 7.8482319090 |
| 2021-12-01 | 7.8800776970 |
| 2022-01-01 | 7.8671468834 |
| 2022-02-01 | 8.1239551937 |
| 2022-03-01 | 8.0225315810 |
| 2022-04-01 | 7.9075793332 |
| 2022-05-01 | 8.0072383006 |
| 2022-06-01 | 7.8323487579 |
| 2022-07-01 | 7.9526435929 |
| 2022-08-01 | 7.8988545626 |
| 2022-09-01 | 7.8774619854 |
| 2022-10-01 | 7.9721849649 |
| 2022-11-01 | 7.9591933817 |
| 2022-12-01 | 7.9862557764 |
| 2023-01-01 | 8.0598667380 |
| 2023-02-01 | 8.2116549252 |
| 2023-03-01 | 8.0156770210 |
| 2023-04-01 | 8.0251024209 |
| 2023-05-01 | 8.0227584910 |
| 2023-06-01 | 8.0500453961 |
| 2023-07-01 | 8.0307208359 |
| 2023-08-01 | 8.1855395603 |
| 2023-09-01 | 8.1645699216 |
| 2023-10-01 | 8.0744711594 |
| 2023-11-01 | 7.9634487411 |
| 2023-12-01 | 7.9988465927 |
| 2024-01-01 | 7.8517528539 |
| 2024-02-01 | 8.0112439501 |
| 2024-03-01 | 8.0270110988 |
| 2024-04-01 | 7.9332590197 |
| 2024-05-01 | 7.9292889333 |
| 2024-06-01 | 7.9485394266 |
| 2024-07-01 | 8.0110205010 |
| 2024-08-01 | 7.9750214943 |
| 2024-09-01 | 8.0541159717 |
| 2024-10-01 | 8.0842435703 |
| 2024-11-01 | 8.1678319109 |
| 2024-12-01 | 8.2091339623 |
| 2025-01-01 | 8.2522176033 |
| 2025-02-01 | 8.2091825683 |
| 2025-03-01 | 8.2306659506 |
| 2025-04-01 | 8.3381380876 |
| 2025-05-01 | 8.3360586981 |
| 2025-06-01 | 8.3402957087 |
| 2025-07-01 | 8.3961306846 |
| 2025-08-01 | 8.3768561589 |
| 2025-09-01 | 8.3482614242 |
| 2025-10-01 | 8.2913261222 |
| 2025-11-01 | 8.3630587333 |
| 2025-12-01 | 8.3134667721 |
| 2026-01-01 | 8.4522146446 |
| 2026-02-01 | 8.4163528132 |
| 2026-03-01 | 8.4425882866 |
| 2026-04-01 | 8.4347645302 |
| 2026-05-01 | 8.4373516208 |
| 2026-06-01 | 8.5277366737 |
| 2026-07-01 | 8.4875755932 |
| 2026-08-01 | 8.4789470846 |