Table Data - All Employees: Total Private in Reading, PA (MSA)
| Title | All Employees: Total Private in Reading, PA (MSA) |
|---|---|
| Series ID | SMU42397400500000001SA |
| 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 2026-07-01 |
| Last Updated | 2026-08-21 6:44 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 | 137.359387283434 |
| 1990-02-01 | 137.569673737769 |
| 1990-03-01 | 137.738799152567 |
| 1990-04-01 | 137.432540038823 |
| 1990-05-01 | 137.224330701330 |
| 1990-06-01 | 137.054126931031 |
| 1990-07-01 | 137.050966393836 |
| 1990-08-01 | 136.094120913321 |
| 1990-09-01 | 136.513132590560 |
| 1990-10-01 | 136.050192048866 |
| 1990-11-01 | 135.610143797208 |
| 1990-12-01 | 135.693197059322 |
| 1991-01-01 | 134.198410569223 |
| 1991-02-01 | 132.670787952363 |
| 1991-03-01 | 133.068106733162 |
| 1991-04-01 | 132.684642143935 |
| 1991-05-01 | 132.555942399544 |
| 1991-06-01 | 132.558138153287 |
| 1991-07-01 | 132.588221513126 |
| 1991-08-01 | 133.675876162776 |
| 1991-09-01 | 133.218940129489 |
| 1991-10-01 | 133.474214181478 |
| 1991-11-01 | 133.618736715346 |
| 1991-12-01 | 133.788629606334 |
| 1992-01-01 | 134.566617281742 |
| 1992-02-01 | 134.575695237286 |
| 1992-03-01 | 134.917551900849 |
| 1992-04-01 | 134.877457442311 |
| 1992-05-01 | 134.740740434202 |
| 1992-06-01 | 135.236130572760 |
| 1992-07-01 | 135.179208841985 |
| 1992-08-01 | 134.936593595637 |
| 1992-09-01 | 134.642376684519 |
| 1992-10-01 | 134.407268019383 |
| 1992-11-01 | 134.424512744616 |
| 1992-12-01 | 134.627114906890 |
| 1993-01-01 | 135.355755335263 |
| 1993-02-01 | 135.396817772276 |
| 1993-03-01 | 134.029417873646 |
| 1993-04-01 | 134.927848811522 |
| 1993-05-01 | 135.221114110521 |
| 1993-06-01 | 134.787919912014 |
| 1993-07-01 | 135.084476210515 |
| 1993-08-01 | 134.804159391391 |
| 1993-09-01 | 134.871258210079 |
| 1993-10-01 | 135.765816540033 |
| 1993-11-01 | 136.172377675996 |
| 1993-12-01 | 136.947037991233 |
| 1994-01-01 | 135.627483245203 |
| 1994-02-01 | 134.816248758752 |
| 1994-03-01 | 136.399286762566 |
| 1994-04-01 | 137.289405153916 |
| 1994-05-01 | 137.803048475667 |
| 1994-06-01 | 137.922828087299 |
| 1994-07-01 | 137.698279750284 |
| 1994-08-01 | 138.893242005314 |
| 1994-09-01 | 139.338173594810 |
| 1994-10-01 | 138.707649730729 |
| 1994-11-01 | 138.918218807577 |
| 1994-12-01 | 139.473484478078 |
| 1995-01-01 | 139.063232542810 |
| 1995-02-01 | 139.430857409597 |
| 1995-03-01 | 139.333877671303 |
| 1995-04-01 | 139.779999712807 |
| 1995-05-01 | 139.641918507325 |
| 1995-06-01 | 139.677661592902 |
| 1995-07-01 | 139.375508378389 |
| 1995-08-01 | 139.377767570076 |
| 1995-09-01 | 140.977963913196 |
| 1995-10-01 | 140.258398546466 |
| 1995-11-01 | 140.433511350970 |
| 1995-12-01 | 139.826919107212 |
| 1996-01-01 | 136.055432968421 |
| 1996-02-01 | 140.317755176908 |
| 1996-03-01 | 140.988091787809 |
| 1996-04-01 | 141.130897551009 |
| 1996-05-01 | 141.346246130437 |
| 1996-06-01 | 141.745323603193 |
| 1996-07-01 | 142.186245032089 |
| 1996-08-01 | 142.767327955710 |
| 1996-09-01 | 143.012146372595 |
| 1996-10-01 | 143.703192917490 |
| 1996-11-01 | 144.138442391515 |
| 1996-12-01 | 144.878650902954 |
| 1997-01-01 | 145.273588537213 |
| 1997-02-01 | 145.530440929044 |
| 1997-03-01 | 146.238118012852 |
| 1997-04-01 | 146.176626000545 |
| 1997-05-01 | 146.524981551356 |
| 1997-06-01 | 146.823877900770 |
| 1997-07-01 | 146.287901066079 |
| 1997-08-01 | 146.535404567050 |
| 1997-09-01 | 146.392191779614 |
| 1997-10-01 | 146.677398561667 |
| 1997-11-01 | 146.877523756655 |
| 1997-12-01 | 146.788759061929 |
| 1998-01-01 | 147.589284620367 |
| 1998-02-01 | 147.757818203013 |
| 1998-03-01 | 147.497149892300 |
| 1998-04-01 | 147.718196195643 |
| 1998-05-01 | 147.439487926801 |
| 1998-06-01 | 146.958787172063 |
| 1998-07-01 | 146.333723003269 |
| 1998-08-01 | 147.683055136328 |
| 1998-09-01 | 147.523529840755 |
| 1998-10-01 | 147.763272538200 |
| 1998-11-01 | 147.175625665224 |
| 1998-12-01 | 147.534212374814 |
| 1999-01-01 | 147.334745195767 |
| 1999-02-01 | 148.124114714551 |
| 1999-03-01 | 147.685757413116 |
| 1999-04-01 | 148.605609806417 |
| 1999-05-01 | 148.740059878817 |
| 1999-06-01 | 148.889931174595 |
| 1999-07-01 | 149.650420702085 |
| 1999-08-01 | 149.457619093745 |
| 1999-09-01 | 149.873826344628 |
| 1999-10-01 | 150.366285622407 |
| 1999-11-01 | 151.087137987657 |
| 1999-12-01 | 151.585902764240 |
| 2000-01-01 | 151.877776980837 |
| 2000-02-01 | 151.419486776943 |
| 2000-03-01 | 152.018206614400 |
| 2000-04-01 | 151.764076123895 |
| 2000-05-01 | 150.991824838933 |
| 2000-06-01 | 152.379140904957 |
| 2000-07-01 | 152.786124141254 |
| 2000-08-01 | 152.223380787351 |
| 2000-09-01 | 152.713802193789 |
| 2000-10-01 | 152.351858892769 |
| 2000-11-01 | 152.359592406555 |
| 2000-12-01 | 152.419502366112 |
| 2001-01-01 | 152.065700221376 |
| 2001-02-01 | 151.825876292921 |
| 2001-03-01 | 151.831549778442 |
| 2001-04-01 | 150.896024839297 |
| 2001-05-01 | 150.272439218802 |
| 2001-06-01 | 150.696846330565 |
| 2001-07-01 | 149.621849530678 |
| 2001-08-01 | 149.810618183764 |
| 2001-09-01 | 149.605394895349 |
| 2001-10-01 | 147.904205829686 |
| 2001-11-01 | 148.498526682617 |
| 2001-12-01 | 147.589368238465 |
| 2002-01-01 | 148.413812693131 |
| 2002-02-01 | 148.192992300403 |
| 2002-03-01 | 147.927177115315 |
| 2002-04-01 | 147.550212664638 |
| 2002-05-01 | 147.523549813494 |
| 2002-06-01 | 147.299535693558 |
| 2002-07-01 | 147.115493382904 |
| 2002-08-01 | 146.856640687058 |
| 2002-09-01 | 146.081511593202 |
| 2002-10-01 | 145.139558545133 |
| 2002-11-01 | 144.488985504306 |
| 2002-12-01 | 144.019034834951 |
| 2003-01-01 | 143.327212759915 |
| 2003-02-01 | 142.589574225654 |
| 2003-03-01 | 142.427226447239 |
| 2003-04-01 | 142.808856591529 |
| 2003-05-01 | 142.947408844250 |
| 2003-06-01 | 142.674062785476 |
| 2003-07-01 | 142.436634119715 |
| 2003-08-01 | 142.750675280866 |
| 2003-09-01 | 142.960001034842 |
| 2003-10-01 | 143.155013879474 |
| 2003-11-01 | 142.952390396777 |
| 2003-12-01 | 142.704709079191 |
| 2004-01-01 | 143.604697121018 |
| 2004-02-01 | 144.374796698982 |
| 2004-03-01 | 144.446115899256 |
| 2004-04-01 | 144.271632724039 |
| 2004-05-01 | 144.789196583898 |
| 2004-06-01 | 144.475023751857 |
| 2004-07-01 | 145.062739043390 |
| 2004-08-01 | 144.911849073367 |
| 2004-09-01 | 144.711540294569 |
| 2004-10-01 | 145.676803738536 |
| 2004-11-01 | 146.005287046241 |
| 2004-12-01 | 145.861466115117 |
| 2005-01-01 | 145.794924069907 |
| 2005-02-01 | 146.254804863641 |
| 2005-03-01 | 146.347527219151 |
| 2005-04-01 | 146.316366031309 |
| 2005-05-01 | 146.443673074497 |
| 2005-06-01 | 147.237344240254 |
| 2005-07-01 | 147.498694323510 |
| 2005-08-01 | 147.585515668977 |
| 2005-09-01 | 148.384620538086 |
| 2005-10-01 | 148.382840872278 |
| 2005-11-01 | 149.072276603355 |
| 2005-12-01 | 148.964816331575 |
| 2006-01-01 | 149.557485752927 |
| 2006-02-01 | 149.940200588778 |
| 2006-03-01 | 150.132429262538 |
| 2006-04-01 | 150.869605852684 |
| 2006-05-01 | 150.559638104673 |
| 2006-06-01 | 150.798483669903 |
| 2006-07-01 | 150.549235294252 |
| 2006-08-01 | 151.234951166061 |
| 2006-09-01 | 151.097897808463 |
| 2006-10-01 | 151.601853257806 |
| 2006-11-01 | 151.880745044673 |
| 2006-12-01 | 152.309494202315 |
| 2007-01-01 | 152.192378636707 |
| 2007-02-01 | 151.717019732440 |
| 2007-03-01 | 152.001552958845 |
| 2007-04-01 | 152.134010807918 |
| 2007-05-01 | 152.152748306992 |
| 2007-06-01 | 152.285603914260 |
| 2007-07-01 | 152.318541506026 |
| 2007-08-01 | 151.135649888232 |
| 2007-09-01 | 150.984572990532 |
| 2007-10-01 | 151.207828802244 |
| 2007-11-01 | 151.436749429657 |
| 2007-12-01 | 151.569815510236 |
| 2008-01-01 | 151.860738570904 |
| 2008-02-01 | 151.700331601393 |
| 2008-03-01 | 151.641379183639 |
| 2008-04-01 | 152.213205703583 |
| 2008-05-01 | 151.711998440994 |
| 2008-06-01 | 151.059567160114 |
| 2008-07-01 | 150.472582802917 |
| 2008-08-01 | 150.541628214010 |
| 2008-09-01 | 149.931705640292 |
| 2008-10-01 | 149.454528688473 |
| 2008-11-01 | 148.114911033511 |
| 2008-12-01 | 147.504874746525 |
| 2009-01-01 | 145.961941944203 |
| 2009-02-01 | 145.221209275263 |
| 2009-03-01 | 143.637388712933 |
| 2009-04-01 | 141.891313497366 |
| 2009-05-01 | 141.620714997391 |
| 2009-06-01 | 141.233373482044 |
| 2009-07-01 | 141.258749906779 |
| 2009-08-01 | 141.268760750618 |
| 2009-09-01 | 141.487015778524 |
| 2009-10-01 | 141.218062297054 |
| 2009-11-01 | 141.279081631700 |
| 2009-12-01 | 141.245281445723 |
| 2010-01-01 | 142.389514787336 |
| 2010-02-01 | 141.692001102844 |
| 2010-03-01 | 142.303670364809 |
| 2010-04-01 | 142.489506473963 |
| 2010-05-01 | 142.828104887440 |
| 2010-06-01 | 143.088388774001 |
| 2010-07-01 | 143.275082935835 |
| 2010-08-01 | 143.230345089236 |
| 2010-09-01 | 143.426177588358 |
| 2010-10-01 | 144.032781216340 |
| 2010-11-01 | 143.989081212172 |
| 2010-12-01 | 144.081334717201 |
| 2011-01-01 | 144.308646649225 |
| 2011-02-01 | 144.652351861896 |
| 2011-03-01 | 145.077529495679 |
| 2011-04-01 | 145.179239487068 |
| 2011-05-01 | 145.534550314566 |
| 2011-06-01 | 146.326943433903 |
| 2011-07-01 | 145.636312432889 |
| 2011-08-01 | 145.630224352258 |
| 2011-09-01 | 145.498229396179 |
| 2011-10-01 | 145.224120584267 |
| 2011-11-01 | 145.046920113680 |
| 2011-12-01 | 145.525413418801 |
| 2012-01-01 | 145.922485379616 |
| 2012-02-01 | 146.438369945142 |
| 2012-03-01 | 146.982532600473 |
| 2012-04-01 | 146.910499286283 |
| 2012-05-01 | 146.670089242339 |
| 2012-06-01 | 146.972307982214 |
| 2012-07-01 | 147.105620463225 |
| 2012-08-01 | 147.233784081584 |
| 2012-09-01 | 147.363060586019 |
| 2012-10-01 | 147.296409370758 |
| 2012-11-01 | 147.657681779644 |
| 2012-12-01 | 147.908027426597 |
| 2013-01-01 | 148.421370731355 |
| 2013-02-01 | 148.252687739337 |
| 2013-03-01 | 148.232391276846 |
| 2013-04-01 | 148.060341044450 |
| 2013-05-01 | 148.256494584087 |
| 2013-06-01 | 147.926918683085 |
| 2013-07-01 | 147.879043224209 |
| 2013-08-01 | 148.760933627589 |
| 2013-09-01 | 148.500790706663 |
| 2013-10-01 | 148.795193844462 |
| 2013-11-01 | 149.070896020351 |
| 2013-12-01 | 149.316450751625 |
| 2014-01-01 | 149.419972006580 |
| 2014-02-01 | 149.876083155391 |
| 2014-03-01 | 150.219257386591 |
| 2014-04-01 | 150.866926481253 |
| 2014-05-01 | 151.271646050964 |
| 2014-06-01 | 151.690531416091 |
| 2014-07-01 | 152.060620186518 |
| 2014-08-01 | 151.981160322383 |
| 2014-09-01 | 152.394552406641 |
| 2014-10-01 | 153.349575488416 |
| 2014-11-01 | 153.206301441857 |
| 2014-12-01 | 153.209669201463 |
| 2015-01-01 | 153.018358420880 |
| 2015-02-01 | 153.122841507947 |
| 2015-03-01 | 152.716892152412 |
| 2015-04-01 | 153.378726411973 |
| 2015-05-01 | 153.585075769549 |
| 2015-06-01 | 153.936022104091 |
| 2015-07-01 | 154.206866389450 |
| 2015-08-01 | 154.751251566518 |
| 2015-09-01 | 155.304992508501 |
| 2015-10-01 | 154.667190525991 |
| 2015-11-01 | 154.774401511775 |
| 2015-12-01 | 154.626222545846 |
| 2016-01-01 | 154.900717787261 |
| 2016-02-01 | 154.641608580752 |
| 2016-03-01 | 155.010407040621 |
| 2016-04-01 | 154.978327782537 |
| 2016-05-01 | 154.774232174131 |
| 2016-06-01 | 154.391062959024 |
| 2016-07-01 | 155.185670403991 |
| 2016-08-01 | 155.085838297346 |
| 2016-09-01 | 155.644541618060 |
| 2016-10-01 | 155.420989999968 |
| 2016-11-01 | 155.350824013693 |
| 2016-12-01 | 155.688890837543 |
| 2017-01-01 | 155.416179372299 |
| 2017-02-01 | 155.723724170256 |
| 2017-03-01 | 155.103769482000 |
| 2017-04-01 | 155.549528398600 |
| 2017-05-01 | 155.865673998239 |
| 2017-06-01 | 156.160610519295 |
| 2017-07-01 | 156.295641376024 |
| 2017-08-01 | 156.529394875357 |
| 2017-09-01 | 157.106518044443 |
| 2017-10-01 | 157.289672532484 |
| 2017-11-01 | 157.318350002066 |
| 2017-12-01 | 157.961760741997 |
| 2018-01-01 | 157.571341096969 |
| 2018-02-01 | 157.682276746405 |
| 2018-03-01 | 157.974366823783 |
| 2018-04-01 | 158.244901553964 |
| 2018-05-01 | 158.772228538874 |
| 2018-06-01 | 158.751869551988 |
| 2018-07-01 | 158.935462581940 |
| 2018-08-01 | 158.550624684964 |
| 2018-09-01 | 158.694171417477 |
| 2018-10-01 | 159.053864819730 |
| 2018-11-01 | 159.050059528795 |
| 2018-12-01 | 159.340813869904 |
| 2019-01-01 | 159.882110764840 |
| 2019-02-01 | 160.673545236395 |
| 2019-03-01 | 161.036879924600 |
| 2019-04-01 | 161.639787985788 |
| 2019-05-01 | 161.513822518526 |
| 2019-06-01 | 161.370404364566 |
| 2019-07-01 | 161.250382618311 |
| 2019-08-01 | 161.556505667784 |
| 2019-09-01 | 160.969923965143 |
| 2019-10-01 | 160.407241666354 |
| 2019-11-01 | 160.875335141984 |
| 2019-12-01 | 160.539498523341 |
| 2020-01-01 | 160.693608260472 |
| 2020-02-01 | 160.507576323634 |
| 2020-03-01 | 159.866770081245 |
| 2020-04-01 | 123.040279783430 |
| 2020-05-01 | 132.260802628028 |
| 2020-06-01 | 140.904573253448 |
| 2020-07-01 | 144.266411464788 |
| 2020-08-01 | 144.505278436454 |
| 2020-09-01 | 146.293380848126 |
| 2020-10-01 | 148.095144184388 |
| 2020-11-01 | 148.410544541699 |
| 2020-12-01 | 148.259760594902 |
| 2021-01-01 | 148.413813822227 |
| 2021-02-01 | 148.703756550882 |
| 2021-03-01 | 149.195795410041 |
| 2021-04-01 | 148.919387852472 |
| 2021-05-01 | 149.292151397386 |
| 2021-06-01 | 150.524978286816 |
| 2021-07-01 | 151.064627129002 |
| 2021-08-01 | 150.851148907155 |
| 2021-09-01 | 151.248728995982 |
| 2021-10-01 | 152.489482394065 |
| 2021-11-01 | 153.007585138537 |
| 2021-12-01 | 154.152895131532 |
| 2022-01-01 | 153.916901556428 |
| 2022-02-01 | 156.649480555841 |
| 2022-03-01 | 157.101649914099 |
| 2022-04-01 | 157.701544413119 |
| 2022-05-01 | 157.680810321094 |
| 2022-06-01 | 157.977022907405 |
| 2022-07-01 | 158.936260043456 |
| 2022-08-01 | 159.523339789568 |
| 2022-09-01 | 159.371676678140 |
| 2022-10-01 | 159.495154333849 |
| 2022-11-01 | 159.559071535996 |
| 2022-12-01 | 159.723538998426 |
| 2023-01-01 | 160.375473192504 |
| 2023-02-01 | 160.522067958598 |
| 2023-03-01 | 160.842404767250 |
| 2023-04-01 | 160.765313778601 |
| 2023-05-01 | 161.149587192731 |
| 2023-06-01 | 160.658671403416 |
| 2023-07-01 | 160.672484462854 |
| 2023-08-01 | 161.092593643761 |
| 2023-09-01 | 161.300576077452 |
| 2023-10-01 | 160.506068982216 |
| 2023-11-01 | 160.948565996576 |
| 2023-12-01 | 160.792782064776 |
| 2024-01-01 | 161.079451553850 |
| 2024-02-01 | 161.186149174946 |
| 2024-03-01 | 161.403613549455 |
| 2024-04-01 | 161.837215371118 |
| 2024-05-01 | 161.894810656594 |
| 2024-06-01 | 161.888721736544 |
| 2024-07-01 | 162.205959020887 |
| 2024-08-01 | 162.348685901569 |
| 2024-09-01 | 162.840888092318 |
| 2024-10-01 | 163.344247604367 |
| 2024-11-01 | 163.621202896291 |
| 2024-12-01 | 164.161421628149 |
| 2025-01-01 | 163.986724600361 |
| 2025-02-01 | 164.221092460202 |
| 2025-03-01 | 164.613850266228 |
| 2025-04-01 | 164.619150947645 |
| 2025-05-01 | 164.567054451196 |
| 2025-06-01 | 164.597514721069 |
| 2025-07-01 | 163.325594276501 |
| 2025-08-01 | 163.392299367968 |
| 2025-09-01 | 164.011263173306 |
| 2025-10-01 | 163.963883413850 |
| 2025-11-01 | 163.764981486516 |
| 2025-12-01 | 164.117548886022 |
| 2026-01-01 | 164.907301083120 |
| 2026-02-01 | 164.145256439953 |
| 2026-03-01 | 164.121151618272 |
| 2026-04-01 | 164.233880528028 |
| 2026-05-01 | 164.761368891231 |
| 2026-06-01 | 165.711591840302 |
| 2026-07-01 | 166.021157070751 |