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 2026-06-01 |
| Last Updated | 2026-07-22 9:33 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 | 7.16088280822280 |
| 1990-02-01 | 7.38778507808116 |
| 1990-03-01 | 7.48615979677303 |
| 1990-04-01 | 7.44797717165138 |
| 1990-05-01 | 7.39232819779944 |
| 1990-06-01 | 7.49009358479884 |
| 1990-07-01 | 7.31886255232557 |
| 1990-08-01 | 7.35343411073013 |
| 1990-09-01 | 7.35176561729488 |
| 1990-10-01 | 7.33745091825907 |
| 1990-11-01 | 7.23926115119002 |
| 1990-12-01 | 7.03304054161318 |
| 1991-01-01 | 6.86080266048237 |
| 1991-02-01 | 6.69024132423259 |
| 1991-03-01 | 6.59068382084513 |
| 1991-04-01 | 6.64548630797557 |
| 1991-05-01 | 6.68779783810342 |
| 1991-06-01 | 6.59425947140068 |
| 1991-07-01 | 6.52309784367125 |
| 1991-08-01 | 6.54221549210601 |
| 1991-09-01 | 6.45076480249772 |
| 1991-10-01 | 6.43651426996678 |
| 1991-11-01 | 6.44131605657088 |
| 1991-12-01 | 6.43361951359448 |
| 1992-01-01 | 6.55752657323088 |
| 1992-02-01 | 6.59708942997956 |
| 1992-03-01 | 6.50447831896003 |
| 1992-04-01 | 6.43735372085655 |
| 1992-05-01 | 6.38368929407674 |
| 1992-06-01 | 6.30563785695574 |
| 1992-07-01 | 6.42165141488835 |
| 1992-08-01 | 6.21360405742853 |
| 1992-09-01 | 6.24874328151752 |
| 1992-10-01 | 6.13608491153717 |
| 1992-11-01 | 6.14864627509007 |
| 1992-12-01 | 6.04718608252249 |
| 1993-01-01 | 6.45970592081947 |
| 1993-02-01 | 6.60438762905946 |
| 1993-03-01 | 6.31058280579475 |
| 1993-04-01 | 6.12974861875259 |
| 1993-05-01 | 6.07931730298430 |
| 1993-06-01 | 6.11848972141564 |
| 1993-07-01 | 6.11728810562614 |
| 1993-08-01 | 5.97772936369083 |
| 1993-09-01 | 6.04396696838255 |
| 1993-10-01 | 6.14009309442808 |
| 1993-11-01 | 6.15393297566568 |
| 1993-12-01 | 6.26886882765496 |
| 1994-01-01 | 6.17082614208527 |
| 1994-02-01 | 6.20516961673820 |
| 1994-03-01 | 6.20482786485742 |
| 1994-04-01 | 6.42829441175416 |
| 1994-05-01 | 6.57533602663265 |
| 1994-06-01 | 6.52345489197327 |
| 1994-07-01 | 6.51147748411449 |
| 1994-08-01 | 6.75235075637309 |
| 1994-09-01 | 6.74547882166887 |
| 1994-10-01 | 6.73974810021572 |
| 1994-11-01 | 6.75597437561265 |
| 1994-12-01 | 6.79978529723295 |
| 1995-01-01 | 6.78516325701154 |
| 1995-02-01 | 6.69692148399668 |
| 1995-03-01 | 6.69278254561131 |
| 1995-04-01 | 6.82760480250492 |
| 1995-05-01 | 6.66670793677850 |
| 1995-06-01 | 6.72193289698396 |
| 1995-07-01 | 6.71212882558357 |
| 1995-08-01 | 6.83783392945854 |
| 1995-09-01 | 6.94000752783961 |
| 1995-10-01 | 6.74885833165232 |
| 1995-11-01 | 6.66558676562061 |
| 1995-12-01 | 6.53220021116819 |
| 1996-01-01 | 6.09487390958183 |
| 1996-02-01 | 6.57663642382609 |
| 1996-03-01 | 6.78192947697934 |
| 1996-04-01 | 6.72171567198548 |
| 1996-05-01 | 6.85197049900199 |
| 1996-06-01 | 6.90900157140580 |
| 1996-07-01 | 7.01507908021897 |
| 1996-08-01 | 7.04045515720677 |
| 1996-09-01 | 7.04505152429892 |
| 1996-10-01 | 7.06191397949189 |
| 1996-11-01 | 7.18599082965925 |
| 1996-12-01 | 7.17066405319253 |
| 1997-01-01 | 7.08675858770793 |
| 1997-02-01 | 7.24680097486338 |
| 1997-03-01 | 7.15897436037357 |
| 1997-04-01 | 7.01840053550413 |
| 1997-05-01 | 7.13801430054836 |
| 1997-06-01 | 7.09151480500559 |
| 1997-07-01 | 7.11375189129256 |
| 1997-08-01 | 7.05613557624366 |
| 1997-09-01 | 7.14779584426923 |
| 1997-10-01 | 7.39273792187449 |
| 1997-11-01 | 7.32023505588591 |
| 1997-12-01 | 7.29970358542569 |
| 1998-01-01 | 7.37002927413214 |
| 1998-02-01 | 7.31290721981832 |
| 1998-03-01 | 7.22920548821295 |
| 1998-04-01 | 7.21262544708472 |
| 1998-05-01 | 7.02260071944565 |
| 1998-06-01 | 7.06419976976713 |
| 1998-07-01 | 7.12026731725619 |
| 1998-08-01 | 7.08718885817545 |
| 1998-09-01 | 7.15477372146647 |
| 1998-10-01 | 7.01824629110867 |
| 1998-11-01 | 6.95569508441145 |
| 1998-12-01 | 7.11899962575130 |
| 1999-01-01 | 7.14573768720941 |
| 1999-02-01 | 7.38992040799509 |
| 1999-03-01 | 7.30293249107447 |
| 1999-04-01 | 7.50649744246131 |
| 1999-05-01 | 7.61312813289617 |
| 1999-06-01 | 7.63626277136833 |
| 1999-07-01 | 7.63267005977219 |
| 1999-08-01 | 7.50760198415789 |
| 1999-09-01 | 7.64881558282149 |
| 1999-10-01 | 7.84793946842505 |
| 1999-11-01 | 7.89014944231728 |
| 1999-12-01 | 7.92483612895458 |
| 2000-01-01 | 8.02439043774632 |
| 2000-02-01 | 7.78306188191085 |
| 2000-03-01 | 8.08896073083667 |
| 2000-04-01 | 8.19944928891274 |
| 2000-05-01 | 8.00664043070531 |
| 2000-06-01 | 7.90409928422192 |
| 2000-07-01 | 8.14772665194533 |
| 2000-08-01 | 8.22296017271303 |
| 2000-09-01 | 8.25013649576384 |
| 2000-10-01 | 8.26032002597279 |
| 2000-11-01 | 8.30489424199900 |
| 2000-12-01 | 8.32964311555357 |
| 2001-01-01 | 8.41018905477994 |
| 2001-02-01 | 8.39206846745080 |
| 2001-03-01 | 8.46661185338543 |
| 2001-04-01 | 8.50148137271276 |
| 2001-05-01 | 8.51493869351933 |
| 2001-06-01 | 8.58165082075709 |
| 2001-07-01 | 8.35532799301193 |
| 2001-08-01 | 8.33488557999476 |
| 2001-09-01 | 8.34816690643141 |
| 2001-10-01 | 8.26403406160927 |
| 2001-11-01 | 8.19989267657509 |
| 2001-12-01 | 8.22800881354913 |
| 2002-01-01 | 8.20858591431097 |
| 2002-02-01 | 8.30613337257536 |
| 2002-03-01 | 8.25216791584337 |
| 2002-04-01 | 8.20364105328346 |
| 2002-05-01 | 8.22432865551931 |
| 2002-06-01 | 8.26549393444913 |
| 2002-07-01 | 8.26347994677749 |
| 2002-08-01 | 8.24949912640187 |
| 2002-09-01 | 8.24586997050297 |
| 2002-10-01 | 8.15928655896360 |
| 2002-11-01 | 8.18489984580929 |
| 2002-12-01 | 8.23102312093687 |
| 2003-01-01 | 8.21075554449185 |
| 2003-02-01 | 8.11168704450441 |
| 2003-03-01 | 8.03663580569743 |
| 2003-04-01 | 8.09915335391241 |
| 2003-05-01 | 8.34139240087860 |
| 2003-06-01 | 8.27283113013238 |
| 2003-07-01 | 8.27016332613187 |
| 2003-08-01 | 8.25546664882451 |
| 2003-09-01 | 8.23412399719840 |
| 2003-10-01 | 8.35144622421451 |
| 2003-11-01 | 8.37729330654932 |
| 2003-12-01 | 8.33452528088310 |
| 2004-01-01 | 8.31203115289268 |
| 2004-02-01 | 8.31844677654774 |
| 2004-03-01 | 8.43155161587710 |
| 2004-04-01 | 8.37927793954445 |
| 2004-05-01 | 8.35058195260755 |
| 2004-06-01 | 8.18858589938257 |
| 2004-07-01 | 8.37828570951898 |
| 2004-08-01 | 8.35878412798518 |
| 2004-09-01 | 8.43237794772430 |
| 2004-10-01 | 8.53713950586230 |
| 2004-11-01 | 8.57176875020043 |
| 2004-12-01 | 8.74084970913620 |
| 2005-01-01 | 8.51894102258999 |
| 2005-02-01 | 8.52345461541692 |
| 2005-03-01 | 8.32090480764677 |
| 2005-04-01 | 8.54560773835196 |
| 2005-05-01 | 8.54908073033189 |
| 2005-06-01 | 8.72521064143744 |
| 2005-07-01 | 8.69328609714294 |
| 2005-08-01 | 8.76240879716525 |
| 2005-09-01 | 8.83056551134067 |
| 2005-10-01 | 8.71537650542838 |
| 2005-11-01 | 8.86778395517589 |
| 2005-12-01 | 8.84111504698450 |
| 2006-01-01 | 9.03175351370977 |
| 2006-02-01 | 9.12861650335113 |
| 2006-03-01 | 9.11868894972961 |
| 2006-04-01 | 9.10908437610170 |
| 2006-05-01 | 9.13441635021948 |
| 2006-06-01 | 9.05925443452436 |
| 2006-07-01 | 9.11714634333945 |
| 2006-08-01 | 9.16679318390207 |
| 2006-09-01 | 9.12920882991182 |
| 2006-10-01 | 9.10137370970389 |
| 2006-11-01 | 8.96144514461025 |
| 2006-12-01 | 9.03429360751035 |
| 2007-01-01 | 9.14641452504082 |
| 2007-02-01 | 8.92952792310408 |
| 2007-03-01 | 9.12019111167547 |
| 2007-04-01 | 9.17936735610158 |
| 2007-05-01 | 9.11021245947376 |
| 2007-06-01 | 9.19387693296118 |
| 2007-07-01 | 9.23887439172783 |
| 2007-08-01 | 9.17219991351651 |
| 2007-09-01 | 9.13788720764579 |
| 2007-10-01 | 9.18680166949854 |
| 2007-11-01 | 9.15331121378023 |
| 2007-12-01 | 9.31947934955182 |
| 2008-01-01 | 9.05841787830859 |
| 2008-02-01 | 9.03317732436235 |
| 2008-03-01 | 9.02409599788584 |
| 2008-04-01 | 9.15833313785292 |
| 2008-05-01 | 9.08696905991101 |
| 2008-06-01 | 8.81336037853879 |
| 2008-07-01 | 8.75386369115826 |
| 2008-08-01 | 8.67960634632895 |
| 2008-09-01 | 8.66431302364377 |
| 2008-10-01 | 8.58594373514844 |
| 2008-11-01 | 8.43612199095121 |
| 2008-12-01 | 8.30301008096554 |
| 2009-01-01 | 8.06279161499783 |
| 2009-02-01 | 8.03366169482184 |
| 2009-03-01 | 7.81399074937045 |
| 2009-04-01 | 7.64460073506239 |
| 2009-05-01 | 7.56885008078516 |
| 2009-06-01 | 7.43147968970551 |
| 2009-07-01 | 7.26297471591153 |
| 2009-08-01 | 7.29425555817736 |
| 2009-09-01 | 7.29871644940819 |
| 2009-10-01 | 7.19428522785800 |
| 2009-11-01 | 7.22292355247333 |
| 2009-12-01 | 7.18593668951634 |
| 2010-01-01 | 7.15496816876774 |
| 2010-02-01 | 7.01818181127248 |
| 2010-03-01 | 6.99244135193888 |
| 2010-04-01 | 7.04313477624444 |
| 2010-05-01 | 7.06211463678075 |
| 2010-06-01 | 7.14482388226947 |
| 2010-07-01 | 7.17404916561961 |
| 2010-08-01 | 7.11280788850449 |
| 2010-09-01 | 7.01983753538115 |
| 2010-10-01 | 7.11964060032490 |
| 2010-11-01 | 7.21563741883103 |
| 2010-12-01 | 6.97917958059485 |
| 2011-01-01 | 6.92960970175473 |
| 2011-02-01 | 6.98890982482760 |
| 2011-03-01 | 7.06958663257873 |
| 2011-04-01 | 7.14670735127020 |
| 2011-05-01 | 7.16439978668817 |
| 2011-06-01 | 7.15548031177513 |
| 2011-07-01 | 7.18223969027470 |
| 2011-08-01 | 7.23882634868471 |
| 2011-09-01 | 7.13227316028225 |
| 2011-10-01 | 7.13265164942177 |
| 2011-11-01 | 7.22274945698931 |
| 2011-12-01 | 7.17332360647420 |
| 2012-01-01 | 7.20370483586623 |
| 2012-02-01 | 7.36107886757343 |
| 2012-03-01 | 7.24932938778000 |
| 2012-04-01 | 7.05385926023402 |
| 2012-05-01 | 6.96964789160443 |
| 2012-06-01 | 6.96109627657634 |
| 2012-07-01 | 6.99601499651979 |
| 2012-08-01 | 6.95996396448023 |
| 2012-09-01 | 6.92856788701837 |
| 2012-10-01 | 6.93709933776537 |
| 2012-11-01 | 7.03479662439491 |
| 2012-12-01 | 7.26806552430607 |
| 2013-01-01 | 7.28696172134100 |
| 2013-02-01 | 7.24144258255972 |
| 2013-03-01 | 7.23565173716088 |
| 2013-04-01 | 7.16762158365096 |
| 2013-05-01 | 7.17882908737208 |
| 2013-06-01 | 7.05792301399403 |
| 2013-07-01 | 7.09964528045626 |
| 2013-08-01 | 7.07794659970155 |
| 2013-09-01 | 7.21166300357231 |
| 2013-10-01 | 7.13366118782363 |
| 2013-11-01 | 7.15098853562931 |
| 2013-12-01 | 7.05890800702074 |
| 2014-01-01 | 7.19082135010159 |
| 2014-02-01 | 7.33311878492742 |
| 2014-03-01 | 7.23034913664275 |
| 2014-04-01 | 7.38803280800790 |
| 2014-05-01 | 7.38367996050062 |
| 2014-06-01 | 7.44053925120766 |
| 2014-07-01 | 7.39968841885659 |
| 2014-08-01 | 7.38328445089640 |
| 2014-09-01 | 7.48335044457056 |
| 2014-10-01 | 7.63228829963669 |
| 2014-11-01 | 7.76929209668635 |
| 2014-12-01 | 7.66180707391916 |
| 2015-01-01 | 7.60340076090599 |
| 2015-02-01 | 7.53485780273317 |
| 2015-03-01 | 7.43242095592021 |
| 2015-04-01 | 7.60204533874436 |
| 2015-05-01 | 7.68687594500874 |
| 2015-06-01 | 7.70640441115835 |
| 2015-07-01 | 7.68079533607135 |
| 2015-08-01 | 7.88665838859525 |
| 2015-09-01 | 7.87614653571913 |
| 2015-10-01 | 7.93552961482878 |
| 2015-11-01 | 7.88898886362306 |
| 2015-12-01 | 7.97154835543446 |
| 2016-01-01 | 7.91434920553954 |
| 2016-02-01 | 7.74498974708074 |
| 2016-03-01 | 7.93450953633188 |
| 2016-04-01 | 7.79744030489969 |
| 2016-05-01 | 7.77534481748602 |
| 2016-06-01 | 7.76722290028827 |
| 2016-07-01 | 7.86842339221559 |
| 2016-08-01 | 7.98645348520901 |
| 2016-09-01 | 7.79194614846686 |
| 2016-10-01 | 7.66029565148405 |
| 2016-11-01 | 7.70969747589880 |
| 2016-12-01 | 7.68416233762324 |
| 2017-01-01 | 7.61000747650181 |
| 2017-02-01 | 7.73953749885940 |
| 2017-03-01 | 7.61861738732315 |
| 2017-04-01 | 7.87786031696727 |
| 2017-05-01 | 7.97060382832084 |
| 2017-06-01 | 8.14126505307879 |
| 2017-07-01 | 8.16406087517897 |
| 2017-08-01 | 8.19602419099446 |
| 2017-09-01 | 8.22224452646734 |
| 2017-10-01 | 8.20023050334394 |
| 2017-11-01 | 8.12175509664658 |
| 2017-12-01 | 8.09134096013093 |
| 2018-01-01 | 7.88484519244313 |
| 2018-02-01 | 8.02616649822727 |
| 2018-03-01 | 8.00092805982696 |
| 2018-04-01 | 7.94430665350774 |
| 2018-05-01 | 7.96560518228627 |
| 2018-06-01 | 7.92750865179079 |
| 2018-07-01 | 7.98299615921607 |
| 2018-08-01 | 7.91156539421976 |
| 2018-09-01 | 7.85540818907636 |
| 2018-10-01 | 7.93735974020989 |
| 2018-11-01 | 7.93109140150465 |
| 2018-12-01 | 7.89568491682911 |
| 2019-01-01 | 8.05083256780643 |
| 2019-02-01 | 7.99485192377585 |
| 2019-03-01 | 7.97409071640037 |
| 2019-04-01 | 8.11432941780499 |
| 2019-05-01 | 8.16620936776719 |
| 2019-06-01 | 8.04123837973116 |
| 2019-07-01 | 7.90963737481503 |
| 2019-08-01 | 7.82911144090178 |
| 2019-09-01 | 7.78724953192296 |
| 2019-10-01 | 7.75744164085229 |
| 2019-11-01 | 7.83364408787930 |
| 2019-12-01 | 7.89408648817204 |
| 2020-01-01 | 7.80967521727893 |
| 2020-02-01 | 7.96640883520077 |
| 2020-03-01 | 7.85672412291644 |
| 2020-04-01 | 4.79487652771095 |
| 2020-05-01 | 6.86970053380256 |
| 2020-06-01 | 7.26667952795986 |
| 2020-07-01 | 7.44292984298502 |
| 2020-08-01 | 7.52903699458639 |
| 2020-09-01 | 7.60282792495606 |
| 2020-10-01 | 7.56734648475929 |
| 2020-11-01 | 7.64412203494507 |
| 2020-12-01 | 7.58538273632286 |
| 2021-01-01 | 7.68388429489949 |
| 2021-02-01 | 7.43218130711609 |
| 2021-03-01 | 7.52918667263876 |
| 2021-04-01 | 7.69871583257817 |
| 2021-05-01 | 7.68819001301956 |
| 2021-06-01 | 7.80735182930183 |
| 2021-07-01 | 7.75785776215968 |
| 2021-08-01 | 7.61950677883126 |
| 2021-09-01 | 7.79593457874509 |
| 2021-10-01 | 7.86985681303699 |
| 2021-11-01 | 7.84949479580215 |
| 2021-12-01 | 7.88114641567217 |
| 2022-01-01 | 7.86640886443447 |
| 2022-02-01 | 8.11503592974800 |
| 2022-03-01 | 8.02124185734133 |
| 2022-04-01 | 7.90829422969454 |
| 2022-05-01 | 8.00797666179572 |
| 2022-06-01 | 7.83386048844728 |
| 2022-07-01 | 7.95458478130563 |
| 2022-08-01 | 7.90066615438891 |
| 2022-09-01 | 7.87930113659118 |
| 2022-10-01 | 7.97371771204401 |
| 2022-11-01 | 7.96032365099782 |
| 2022-12-01 | 7.98675018132793 |
| 2023-01-01 | 8.05874606148118 |
| 2023-02-01 | 8.20246299646422 |
| 2023-03-01 | 8.01223752026250 |
| 2023-04-01 | 8.02440385926764 |
| 2023-05-01 | 8.02210582872099 |
| 2023-06-01 | 8.05641211530771 |
| 2023-07-01 | 8.03472901104689 |
| 2023-08-01 | 8.18764585185785 |
| 2023-09-01 | 8.16658041359532 |
| 2023-10-01 | 8.07587985950265 |
| 2023-11-01 | 7.96395210342068 |
| 2023-12-01 | 7.99805463498869 |
| 2024-01-01 | 7.84928321779997 |
| 2024-02-01 | 8.00283380290887 |
| 2024-03-01 | 8.02154218210552 |
| 2024-04-01 | 7.93058034912221 |
| 2024-05-01 | 7.92691476786460 |
| 2024-06-01 | 7.96080961279383 |
| 2024-07-01 | 8.01793602281531 |
| 2024-08-01 | 7.97664218512192 |
| 2024-09-01 | 8.05622402081822 |
| 2024-10-01 | 8.08548255247517 |
| 2024-11-01 | 8.16769368649933 |
| 2024-12-01 | 8.20710522092787 |
| 2025-01-01 | 8.24849050947360 |
| 2025-02-01 | 8.20140527853799 |
| 2025-03-01 | 8.22290479639935 |
| 2025-04-01 | 8.33323231363326 |
| 2025-05-01 | 8.33129210584275 |
| 2025-06-01 | 8.35964366339654 |
| 2025-07-01 | 8.40761238321369 |
| 2025-08-01 | 8.37649536156922 |
| 2025-09-01 | 8.35020400651058 |
| 2025-10-01 | 8.29224723982366 |
| 2025-11-01 | 8.36219014843710 |
| 2025-12-01 | 8.31023472946105 |
| 2026-01-01 | 8.44687280738095 |
| 2026-02-01 | 8.40930082053102 |
| 2026-03-01 | 8.43358238962624 |
| 2026-04-01 | 8.42836273102337 |
| 2026-05-01 | 8.43138474650220 |
| 2026-06-01 | 8.45106161885970 |