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 2024-11-01 |
| Last Updated | 2024-12-21 6:11 AM CST |
| 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 | 7.1608769635333490 |
| 1990-02-01 | 7.3877858688372005 |
| 1990-03-01 | 7.4861604718411900 |
| 1990-04-01 | 7.4479773881171700 |
| 1990-05-01 | 7.3923281755720200 |
| 1990-06-01 | 7.4900935500389500 |
| 1990-07-01 | 7.3188637662770310 |
| 1990-08-01 | 7.3534343957009900 |
| 1990-09-01 | 7.3517659164223300 |
| 1990-10-01 | 7.3374511434299300 |
| 1990-11-01 | 7.2392612374128795 |
| 1990-12-01 | 7.0330431508011990 |
| 1991-01-01 | 6.8607964121743300 |
| 1991-02-01 | 6.6902417078779010 |
| 1991-03-01 | 6.5906843261682590 |
| 1991-04-01 | 6.6454864912498890 |
| 1991-05-01 | 6.6877980808434400 |
| 1991-06-01 | 6.5942595910387900 |
| 1991-07-01 | 6.5230991545674000 |
| 1991-08-01 | 6.5422160425248000 |
| 1991-09-01 | 6.4507653272231700 |
| 1991-10-01 | 6.4365145219808210 |
| 1991-11-01 | 6.4413158949188700 |
| 1991-12-01 | 6.4336222659199810 |
| 1992-01-01 | 6.5575204061111700 |
| 1992-02-01 | 6.5970888720594600 |
| 1992-03-01 | 6.5044783679272100 |
| 1992-04-01 | 6.4373538080363300 |
| 1992-05-01 | 6.3836898406599705 |
| 1992-06-01 | 6.3056381360468210 |
| 1992-07-01 | 6.4216529239715000 |
| 1992-08-01 | 6.2136052141884100 |
| 1992-09-01 | 6.2487441436828300 |
| 1992-10-01 | 6.1360858194087700 |
| 1992-11-01 | 6.1486469742136105 |
| 1992-12-01 | 6.0471904994572310 |
| 1993-01-01 | 6.4596931443145005 |
| 1993-02-01 | 6.6043876793825400 |
| 1993-03-01 | 6.3105834135018210 |
| 1993-04-01 | 6.1297491888812700 |
| 1993-05-01 | 6.0793184144489600 |
| 1993-06-01 | 6.1184903605287895 |
| 1993-07-01 | 6.1172899234899500 |
| 1993-08-01 | 5.9777310577457600 |
| 1993-09-01 | 6.0439681947912300 |
| 1993-10-01 | 6.1400947377420590 |
| 1993-11-01 | 6.1539346343481400 |
| 1993-12-01 | 6.2688740760080800 |
| 1994-01-01 | 6.1708064299175405 |
| 1994-02-01 | 6.2051704250880200 |
| 1994-03-01 | 6.2048291761797200 |
| 1994-04-01 | 6.4282961092317200 |
| 1994-05-01 | 6.5753376271859690 |
| 1994-06-01 | 6.5234559733259910 |
| 1994-07-01 | 6.5114794120336510 |
| 1994-08-01 | 6.7523528692214800 |
| 1994-09-01 | 6.7454801873707810 |
| 1994-10-01 | 6.7397506301064100 |
| 1994-11-01 | 6.7559766763859410 |
| 1994-12-01 | 6.7997914010474090 |
| 1995-01-01 | 6.7851368457213700 |
| 1995-02-01 | 6.6969234340404995 |
| 1995-03-01 | 6.6927846629575600 |
| 1995-04-01 | 6.8276076791099810 |
| 1995-05-01 | 6.6667100725076995 |
| 1995-06-01 | 6.7219344691948200 |
| 1995-07-01 | 6.7121307321192000 |
| 1995-08-01 | 6.8378359877180710 |
| 1995-09-01 | 6.9400088030173310 |
| 1995-10-01 | 6.7488611186865100 |
| 1995-11-01 | 6.6655889627999700 |
| 1995-12-01 | 6.5322047365269100 |
| 1996-01-01 | 6.0948483218773310 |
| 1996-02-01 | 6.5766382878998900 |
| 1996-03-01 | 6.7819314949615990 |
| 1996-04-01 | 6.7217191665921900 |
| 1996-05-01 | 6.8519726671159200 |
| 1996-06-01 | 6.9090032837560790 |
| 1996-07-01 | 7.0150806712406210 |
| 1996-08-01 | 7.0404569547507900 |
| 1996-09-01 | 7.0450525414470710 |
| 1996-10-01 | 7.0619169451434410 |
| 1996-11-01 | 7.1859931327689010 |
| 1996-12-01 | 7.1706674699117900 |
| 1997-01-01 | 7.0867344132601900 |
| 1997-02-01 | 7.2468032148234500 |
| 1997-03-01 | 7.1589765530148210 |
| 1997-04-01 | 7.0184041464058105 |
| 1997-05-01 | 7.1380163053021000 |
| 1997-06-01 | 7.0915165035632600 |
| 1997-07-01 | 7.1137531298222100 |
| 1997-08-01 | 7.0561366608799410 |
| 1997-09-01 | 7.1477964839991700 |
| 1997-10-01 | 7.3927401601232300 |
| 1997-11-01 | 7.3202367057894600 |
| 1997-12-01 | 7.2997048275116400 |
| 1998-01-01 | 7.3700129559571300 |
| 1998-02-01 | 7.3129084690427010 |
| 1998-03-01 | 7.2292069207335490 |
| 1998-04-01 | 7.2126285216149010 |
| 1998-05-01 | 7.0226021174026900 |
| 1998-06-01 | 7.0642011686276100 |
| 1998-07-01 | 7.1202680866587010 |
| 1998-08-01 | 7.0871893021497500 |
| 1998-09-01 | 7.1547739869410710 |
| 1998-10-01 | 7.0182477600244700 |
| 1998-11-01 | 6.9556958197249195 |
| 1998-12-01 | 7.1189998426676910 |
| 1999-01-01 | 7.1457291669664690 |
| 1999-02-01 | 7.3899206459792700 |
| 1999-03-01 | 7.3029331093038700 |
| 1999-04-01 | 7.5064993816242890 |
| 1999-05-01 | 7.6131290292685100 |
| 1999-06-01 | 7.6362638490244600 |
| 1999-07-01 | 7.6326704640709510 |
| 1999-08-01 | 7.5076019816112310 |
| 1999-09-01 | 7.6488156360290100 |
| 1999-10-01 | 7.8479399214375700 |
| 1999-11-01 | 7.8901493503696700 |
| 1999-12-01 | 7.9248352957620190 |
| 2000-01-01 | 8.0243896068245990 |
| 2000-02-01 | 7.7830610247479700 |
| 2000-03-01 | 8.0889604449451000 |
| 2000-04-01 | 8.1994499954492700 |
| 2000-05-01 | 8.0066407577417100 |
| 2000-06-01 | 7.9040999055387000 |
| 2000-07-01 | 8.1477267809731300 |
| 2000-08-01 | 8.2229601359527400 |
| 2000-09-01 | 8.2501365571532400 |
| 2000-10-01 | 8.2603201974554000 |
| 2000-11-01 | 8.3048943171029190 |
| 2000-12-01 | 8.3296427964286500 |
| 2001-01-01 | 8.4101887725899400 |
| 2001-02-01 | 8.3920680686659900 |
| 2001-03-01 | 8.4666117841305990 |
| 2001-04-01 | 8.5014815042098490 |
| 2001-05-01 | 8.5149387854527200 |
| 2001-06-01 | 8.5816512243028600 |
| 2001-07-01 | 8.3553279846380590 |
| 2001-08-01 | 8.3348855328955900 |
| 2001-09-01 | 8.3481669823034700 |
| 2001-10-01 | 8.2640339697812900 |
| 2001-11-01 | 8.1998927885484800 |
| 2001-12-01 | 8.2280087436863000 |
| 2002-01-01 | 8.2085858488949300 |
| 2002-02-01 | 8.3061331876461600 |
| 2002-03-01 | 8.2521678955626100 |
| 2002-04-01 | 8.2036410889488210 |
| 2002-05-01 | 8.2243286146442000 |
| 2002-06-01 | 8.2654942017314000 |
| 2002-07-01 | 8.2634799102347400 |
| 2002-08-01 | 8.2494991021723310 |
| 2002-09-01 | 8.2458700217885500 |
| 2002-10-01 | 8.1592865331101390 |
| 2002-11-01 | 8.1848998221020300 |
| 2002-12-01 | 8.2310231044196290 |
| 2003-01-01 | 8.2107555150158800 |
| 2003-02-01 | 8.1116869619516500 |
| 2003-03-01 | 8.0366358046330600 |
| 2003-04-01 | 8.0991533685193000 |
| 2003-05-01 | 8.3413923792635500 |
| 2003-06-01 | 8.2728313156842000 |
| 2003-07-01 | 8.2701633131834400 |
| 2003-08-01 | 8.2554666349964700 |
| 2003-09-01 | 8.2341239781967900 |
| 2003-10-01 | 8.3514462054470300 |
| 2003-11-01 | 8.3772932840388390 |
| 2003-12-01 | 8.3345252757326700 |
| 2004-01-01 | 8.3120310713165400 |
| 2004-02-01 | 8.3184468361953000 |
| 2004-03-01 | 8.4315516254082700 |
| 2004-04-01 | 8.3792779249439690 |
| 2004-05-01 | 8.3505819449371200 |
| 2004-06-01 | 8.1885859842038790 |
| 2004-07-01 | 8.3782857049320900 |
| 2004-08-01 | 8.3587841198864100 |
| 2004-09-01 | 8.4323779332201920 |
| 2004-10-01 | 8.5371394934453700 |
| 2004-11-01 | 8.5717687388484210 |
| 2004-12-01 | 8.7408497113595900 |
| 2005-01-01 | 8.5189409038919000 |
| 2005-02-01 | 8.5234547832264600 |
| 2005-03-01 | 8.3209048318175200 |
| 2005-04-01 | 8.5456076738483300 |
| 2005-05-01 | 8.5490806980293600 |
| 2005-06-01 | 8.7252106604568490 |
| 2005-07-01 | 8.6932860761763000 |
| 2005-08-01 | 8.7624087838509600 |
| 2005-09-01 | 8.8305655126180200 |
| 2005-10-01 | 8.7153765313558490 |
| 2005-11-01 | 8.8677839974195500 |
| 2005-12-01 | 8.8411150879448700 |
| 2006-01-01 | 9.0317533806073000 |
| 2006-02-01 | 9.1286167717310890 |
| 2006-03-01 | 9.1186889415698300 |
| 2006-04-01 | 9.1090841821568120 |
| 2006-05-01 | 9.1344161956823910 |
| 2006-06-01 | 9.0592543432737300 |
| 2006-07-01 | 9.1171462650766410 |
| 2006-08-01 | 9.1667932272563100 |
| 2006-09-01 | 9.1292089883121400 |
| 2006-10-01 | 9.1013739153756890 |
| 2006-11-01 | 8.9614453085839810 |
| 2006-12-01 | 9.0342936739566790 |
| 2007-01-01 | 9.1464144229034300 |
| 2007-02-01 | 8.9295282826699990 |
| 2007-03-01 | 9.1201912527539700 |
| 2007-04-01 | 9.1793672492875600 |
| 2007-05-01 | 9.1102122386194600 |
| 2007-06-01 | 9.1938763219376000 |
| 2007-07-01 | 9.2388733623250600 |
| 2007-08-01 | 9.1721989953901600 |
| 2007-09-01 | 9.1378868471573400 |
| 2007-10-01 | 9.1868020592259000 |
| 2007-11-01 | 9.1533139846167700 |
| 2007-12-01 | 9.3194805130833400 |
| 2008-01-01 | 9.0584188307668000 |
| 2008-02-01 | 9.0331783227175700 |
| 2008-03-01 | 9.0240960445919900 |
| 2008-04-01 | 9.1583320586003200 |
| 2008-05-01 | 9.0869671042765710 |
| 2008-06-01 | 8.8133571271128300 |
| 2008-07-01 | 8.7538595176022690 |
| 2008-08-01 | 8.6796037291415700 |
| 2008-09-01 | 8.6643136573775800 |
| 2008-10-01 | 8.5859476996071300 |
| 2008-11-01 | 8.4361320147767700 |
| 2008-12-01 | 8.3030168502100700 |
| 2009-01-01 | 8.0627966463391800 |
| 2009-02-01 | 8.0336483611690500 |
| 2009-03-01 | 7.8139923026935800 |
| 2009-04-01 | 7.6445961430449500 |
| 2009-05-01 | 7.5688453651714305 |
| 2009-06-01 | 7.4314741749408610 |
| 2009-07-01 | 7.2629684818408700 |
| 2009-08-01 | 7.2942532235558290 |
| 2009-09-01 | 7.2987185719265810 |
| 2009-10-01 | 7.1942885850425600 |
| 2009-11-01 | 7.2229293681584000 |
| 2009-12-01 | 7.1859971286007000 |
| 2010-01-01 | 7.1549793682478090 |
| 2010-02-01 | 7.0181320244775000 |
| 2010-03-01 | 6.9924264566302190 |
| 2010-04-01 | 7.0431150836766100 |
| 2010-05-01 | 7.0621017791728790 |
| 2010-06-01 | 7.1448170923945100 |
| 2010-07-01 | 7.1740460244937800 |
| 2010-08-01 | 7.1128152400761800 |
| 2010-09-01 | 7.0198540123198000 |
| 2010-10-01 | 7.1196564061361200 |
| 2010-11-01 | 7.2156534951304300 |
| 2010-12-01 | 6.9793144795069100 |
| 2011-01-01 | 6.9296515136438700 |
| 2011-02-01 | 6.9886878732203400 |
| 2011-03-01 | 7.0695711995498600 |
| 2011-04-01 | 7.1466819081892700 |
| 2011-05-01 | 7.1643803716107906 |
| 2011-06-01 | 7.1554677038599800 |
| 2011-07-01 | 7.1822322147893605 |
| 2011-08-01 | 7.2389376055447490 |
| 2011-09-01 | 7.1322935848648800 |
| 2011-10-01 | 7.1326765525778900 |
| 2011-11-01 | 7.2227467245371200 |
| 2011-12-01 | 7.1735364660167100 |
| 2012-01-01 | 7.2037838802872200 |
| 2012-02-01 | 7.3607127445444000 |
| 2012-03-01 | 7.2492041479995500 |
| 2012-04-01 | 7.0538471234912010 |
| 2012-05-01 | 6.9696387969464100 |
| 2012-06-01 | 6.9610917031865300 |
| 2012-07-01 | 6.9960128507255500 |
| 2012-08-01 | 6.9601877319735100 |
| 2012-09-01 | 6.9285996680544100 |
| 2012-10-01 | 6.9371424149546390 |
| 2012-11-01 | 7.0347943651630110 |
| 2012-12-01 | 7.2683256052349000 |
| 2013-01-01 | 7.2871005971363605 |
| 2013-02-01 | 7.2408351920829100 |
| 2013-03-01 | 7.2354556182440595 |
| 2013-04-01 | 7.1676477800081700 |
| 2013-05-01 | 7.1788398398038400 |
| 2013-06-01 | 7.0579234640193000 |
| 2013-07-01 | 7.0996372198682800 |
| 2013-08-01 | 7.0783469070051910 |
| 2013-09-01 | 7.2116754138052900 |
| 2013-10-01 | 7.1336901758128890 |
| 2013-11-01 | 7.1509478330509100 |
| 2013-12-01 | 7.0591678649809810 |
| 2014-01-01 | 7.1910373250928090 |
| 2014-02-01 | 7.3323924755575890 |
| 2014-03-01 | 7.2300902607637600 |
| 2014-04-01 | 7.3880671052462990 |
| 2014-05-01 | 7.3836980867758700 |
| 2014-06-01 | 7.4404975051571300 |
| 2014-07-01 | 7.3997049453039690 |
| 2014-08-01 | 7.3838192804438310 |
| 2014-09-01 | 7.4834217963605890 |
| 2014-10-01 | 7.6323546274726200 |
| 2014-11-01 | 7.7692379725545000 |
| 2014-12-01 | 7.6619282969105200 |
| 2015-01-01 | 7.6038123073033300 |
| 2015-02-01 | 7.5338737288444290 |
| 2015-03-01 | 7.4320983021743200 |
| 2015-04-01 | 7.6019992009996200 |
| 2015-05-01 | 7.6868575537248000 |
| 2015-06-01 | 7.7063174598318400 |
| 2015-07-01 | 7.6808684943180990 |
| 2015-08-01 | 7.8874497619568490 |
| 2015-09-01 | 7.8764727589308800 |
| 2015-10-01 | 7.9358458997754400 |
| 2015-11-01 | 7.8890221035682100 |
| 2015-12-01 | 7.9714407790326000 |
| 2016-01-01 | 7.9146851470396200 |
| 2016-02-01 | 7.7436531913170010 |
| 2016-03-01 | 7.9336958738305490 |
| 2016-04-01 | 7.7969485542443095 |
| 2016-05-01 | 7.7757584632940100 |
| 2016-06-01 | 7.7669783204579900 |
| 2016-07-01 | 7.8685039043938490 |
| 2016-08-01 | 7.9875569339935400 |
| 2016-09-01 | 7.7930158184258700 |
| 2016-10-01 | 7.6613928274394905 |
| 2016-11-01 | 7.7105629522457000 |
| 2016-12-01 | 7.6846575733497100 |
| 2017-01-01 | 7.6110229643320500 |
| 2017-02-01 | 7.7309984839660100 |
| 2017-03-01 | 7.6204071846910300 |
| 2017-04-01 | 7.8769193058925495 |
| 2017-05-01 | 7.9709211573979700 |
| 2017-06-01 | 8.1415810152166100 |
| 2017-07-01 | 8.1644274547861300 |
| 2017-08-01 | 8.1977239746879100 |
| 2017-09-01 | 8.2245154868232200 |
| 2017-10-01 | 8.2025572240940600 |
| 2017-11-01 | 8.1238249294984300 |
| 2017-12-01 | 8.0928695989984000 |
| 2018-01-01 | 7.8913181536834000 |
| 2018-02-01 | 8.0005818943642490 |
| 2018-03-01 | 8.0057902724079800 |
| 2018-04-01 | 7.9434160496952910 |
| 2018-05-01 | 7.9663691937392300 |
| 2018-06-01 | 7.9289724700404910 |
| 2018-07-01 | 7.9844437998659800 |
| 2018-08-01 | 7.9149370565815900 |
| 2018-09-01 | 7.8596482339732190 |
| 2018-10-01 | 7.9415581578232800 |
| 2018-11-01 | 7.9349646919554400 |
| 2018-12-01 | 7.8988818553187405 |
| 2019-01-01 | 8.0634135934048000 |
| 2019-02-01 | 7.9438048928793705 |
| 2019-03-01 | 7.9828705904171500 |
| 2019-04-01 | 8.1145060044699410 |
| 2019-05-01 | 8.1679166311349200 |
| 2019-06-01 | 8.0452526071477400 |
| 2019-07-01 | 7.9136750295569700 |
| 2019-08-01 | 7.8353606259130990 |
| 2019-09-01 | 7.7939243518850400 |
| 2019-10-01 | 7.7634543344636700 |
| 2019-11-01 | 7.8387650788404600 |
| 2019-12-01 | 7.8983236127771700 |
| 2020-01-01 | 7.8277944160370305 |
| 2020-02-01 | 7.8873920604453210 |
| 2020-03-01 | 7.8671408655091500 |
| 2020-04-01 | 4.7971029939080700 |
| 2020-05-01 | 6.8738654650808610 |
| 2020-06-01 | 7.2731669043702010 |
| 2020-07-01 | 7.4494244228614495 |
| 2020-08-01 | 7.5444374339208900 |
| 2020-09-01 | 7.6182548403601205 |
| 2020-10-01 | 7.5693039497848200 |
| 2020-11-01 | 7.6465737626859900 |
| 2020-12-01 | 7.5883657131089200 |
| 2021-01-01 | 7.6992604081369900 |
| 2021-02-01 | 7.3281650460776500 |
| 2021-03-01 | 7.5472117192595710 |
| 2021-04-01 | 7.7028028031394410 |
| 2021-05-01 | 7.6942281324068890 |
| 2021-06-01 | 7.8234321100707700 |
| 2021-07-01 | 7.7670120419659510 |
| 2021-08-01 | 7.6430986399663400 |
| 2021-09-01 | 7.8248985515244200 |
| 2021-10-01 | 7.8573751323461405 |
| 2021-11-01 | 7.8429132643231800 |
| 2021-12-01 | 7.8788583713037690 |
| 2022-01-01 | 7.8836967094402300 |
| 2022-02-01 | 7.9937687300477400 |
| 2022-03-01 | 8.0443716512705300 |
| 2022-04-01 | 7.9170408517136910 |
| 2022-05-01 | 8.0148505922438700 |
| 2022-06-01 | 7.8598681268149400 |
| 2022-07-01 | 7.9706043276078610 |
| 2022-08-01 | 7.9357205236176400 |
| 2022-09-01 | 7.9231001432886100 |
| 2022-10-01 | 7.9367864796511900 |
| 2022-11-01 | 7.9412902182814005 |
| 2022-12-01 | 7.9727036737765500 |
| 2023-01-01 | 8.0787894107612690 |
| 2023-02-01 | 8.0744210290658600 |
| 2023-03-01 | 8.0408437379512800 |
| 2023-04-01 | 8.0387211154397600 |
| 2023-05-01 | 8.0281527545699000 |
| 2023-06-01 | 8.0966747918528600 |
| 2023-07-01 | 8.0588139879572200 |
| 2023-08-01 | 8.1277442939415710 |
| 2023-09-01 | 8.1207541205075180 |
| 2023-10-01 | 8.1151300051245100 |
| 2023-11-01 | 8.0349557482379800 |
| 2023-12-01 | 8.0725111816529600 |
| 2024-01-01 | 8.0736543572293500 |
| 2024-02-01 | 8.0739308957527100 |
| 2024-03-01 | 8.0478194913184700 |
| 2024-04-01 | 8.0519326156363090 |
| 2024-05-01 | 8.0333781787078210 |
| 2024-06-01 | 8.0120306449540600 |
| 2024-07-01 | 8.1498400766274400 |
| 2024-08-01 | 8.1238011457181200 |
| 2024-09-01 | 8.1191384526429910 |
| 2024-10-01 | 8.2038389951373210 |
| 2024-11-01 | 8.2319514333660700 |
