Table Data - All Employees: Private Service Providing in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Private Service Providing in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | SMU42109000800000001SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 9:57 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 | 174.241435801144 |
| 1990-02-01 | 173.898953915422 |
| 1990-03-01 | 174.324412947913 |
| 1990-04-01 | 173.952519910838 |
| 1990-05-01 | 173.808898530314 |
| 1990-06-01 | 174.627672129365 |
| 1990-07-01 | 174.414417168005 |
| 1990-08-01 | 175.190105665836 |
| 1990-09-01 | 175.393904934424 |
| 1990-10-01 | 176.687680582160 |
| 1990-11-01 | 175.519477895551 |
| 1990-12-01 | 175.319269353608 |
| 1991-01-01 | 175.345263676609 |
| 1991-02-01 | 175.718741949924 |
| 1991-03-01 | 175.412241907796 |
| 1991-04-01 | 173.523821681676 |
| 1991-05-01 | 174.217413337023 |
| 1991-06-01 | 175.652783977468 |
| 1991-07-01 | 175.134785904497 |
| 1991-08-01 | 175.619763016383 |
| 1991-09-01 | 175.591694170820 |
| 1991-10-01 | 173.545908515495 |
| 1991-11-01 | 173.518585383187 |
| 1991-12-01 | 174.610694789095 |
| 1992-01-01 | 174.490481495631 |
| 1992-02-01 | 174.846759482837 |
| 1992-03-01 | 174.374375839798 |
| 1992-04-01 | 175.705338093871 |
| 1992-05-01 | 175.903424852072 |
| 1992-06-01 | 175.513029269171 |
| 1992-07-01 | 176.364270000042 |
| 1992-08-01 | 176.082243410290 |
| 1992-09-01 | 176.460599518027 |
| 1992-10-01 | 176.699962225960 |
| 1992-11-01 | 177.085289037996 |
| 1992-12-01 | 177.035979174846 |
| 1993-01-01 | 178.413110317169 |
| 1993-02-01 | 179.788725304457 |
| 1993-03-01 | 177.683392328386 |
| 1993-04-01 | 178.974759625919 |
| 1993-05-01 | 179.593619120605 |
| 1993-06-01 | 179.844849298069 |
| 1993-07-01 | 179.987350877000 |
| 1993-08-01 | 180.224272589764 |
| 1993-09-01 | 180.484057106621 |
| 1993-10-01 | 181.189594606377 |
| 1993-11-01 | 181.854865686813 |
| 1993-12-01 | 182.084964917976 |
| 1994-01-01 | 180.519452528126 |
| 1994-02-01 | 181.330298931289 |
| 1994-03-01 | 182.621730848462 |
| 1994-04-01 | 182.815717766914 |
| 1994-05-01 | 182.391410734965 |
| 1994-06-01 | 183.225138960199 |
| 1994-07-01 | 184.079987453731 |
| 1994-08-01 | 184.822920233160 |
| 1994-09-01 | 185.615250408826 |
| 1994-10-01 | 183.920216239873 |
| 1994-11-01 | 184.319816715116 |
| 1994-12-01 | 184.503168422485 |
| 1995-01-01 | 183.717671665250 |
| 1995-02-01 | 184.310725546846 |
| 1995-03-01 | 185.399723372614 |
| 1995-04-01 | 184.460486493359 |
| 1995-05-01 | 184.828175685753 |
| 1995-06-01 | 185.196028487434 |
| 1995-07-01 | 184.930387638545 |
| 1995-08-01 | 185.343037142318 |
| 1995-09-01 | 186.384835659664 |
| 1995-10-01 | 186.456878637236 |
| 1995-11-01 | 187.051589627608 |
| 1995-12-01 | 187.791802834426 |
| 1996-01-01 | 185.683741661225 |
| 1996-02-01 | 187.959663474663 |
| 1996-03-01 | 187.780639217579 |
| 1996-04-01 | 188.665817645647 |
| 1996-05-01 | 188.728368545814 |
| 1996-06-01 | 188.904185935922 |
| 1996-07-01 | 188.993068667138 |
| 1996-08-01 | 189.799471195227 |
| 1996-09-01 | 190.108925133428 |
| 1996-10-01 | 190.271412578686 |
| 1996-11-01 | 190.871687626870 |
| 1996-12-01 | 191.083455513353 |
| 1997-01-01 | 192.263968474120 |
| 1997-02-01 | 192.414224303078 |
| 1997-03-01 | 192.688104886788 |
| 1997-04-01 | 192.735435647814 |
| 1997-05-01 | 193.638038688300 |
| 1997-06-01 | 194.208153040153 |
| 1997-07-01 | 194.876150828339 |
| 1997-08-01 | 194.819679626784 |
| 1997-09-01 | 195.091805853701 |
| 1997-10-01 | 197.867197197714 |
| 1997-11-01 | 198.046230415239 |
| 1997-12-01 | 198.590066478043 |
| 1998-01-01 | 199.319551877468 |
| 1998-02-01 | 199.835181983773 |
| 1998-03-01 | 200.899994191556 |
| 1998-04-01 | 201.569887551703 |
| 1998-05-01 | 203.339601119070 |
| 1998-06-01 | 201.946528290304 |
| 1998-07-01 | 202.354363766212 |
| 1998-08-01 | 202.710990221553 |
| 1998-09-01 | 203.211826967958 |
| 1998-10-01 | 203.235476784478 |
| 1998-11-01 | 203.354896662209 |
| 1998-12-01 | 203.801794000391 |
| 1999-01-01 | 202.621147720510 |
| 1999-02-01 | 205.366795273552 |
| 1999-03-01 | 205.429028110517 |
| 1999-04-01 | 206.590682038969 |
| 1999-05-01 | 206.766892529283 |
| 1999-06-01 | 206.670337668679 |
| 1999-07-01 | 208.333279970081 |
| 1999-08-01 | 209.096479912756 |
| 1999-09-01 | 209.466085787533 |
| 1999-10-01 | 210.639283463869 |
| 1999-11-01 | 210.840403141323 |
| 1999-12-01 | 212.040396495716 |
| 2000-01-01 | 212.278704502065 |
| 2000-02-01 | 213.502722881660 |
| 2000-03-01 | 213.709766014221 |
| 2000-04-01 | 214.355293382424 |
| 2000-05-01 | 214.642553475423 |
| 2000-06-01 | 215.976913461418 |
| 2000-07-01 | 216.043216820440 |
| 2000-08-01 | 215.216670837235 |
| 2000-09-01 | 215.924767649281 |
| 2000-10-01 | 216.446832668573 |
| 2000-11-01 | 217.540682293751 |
| 2000-12-01 | 218.005863550587 |
| 2001-01-01 | 219.089815296266 |
| 2001-02-01 | 218.768080318858 |
| 2001-03-01 | 219.708298496001 |
| 2001-04-01 | 217.239417586486 |
| 2001-05-01 | 217.736011861513 |
| 2001-06-01 | 218.866028657851 |
| 2001-07-01 | 218.374493945165 |
| 2001-08-01 | 218.723686937896 |
| 2001-09-01 | 218.035800833426 |
| 2001-10-01 | 217.896259683794 |
| 2001-11-01 | 218.466140596487 |
| 2001-12-01 | 218.319703929970 |
| 2002-01-01 | 219.262725036126 |
| 2002-02-01 | 219.109644203316 |
| 2002-03-01 | 220.312740388400 |
| 2002-04-01 | 218.850066130431 |
| 2002-05-01 | 219.366784391388 |
| 2002-06-01 | 219.883969285007 |
| 2002-07-01 | 221.299093537882 |
| 2002-08-01 | 222.664897615869 |
| 2002-09-01 | 223.540405675247 |
| 2002-10-01 | 223.479522609801 |
| 2002-11-01 | 223.547448778508 |
| 2002-12-01 | 224.209085642322 |
| 2003-01-01 | 225.960893179265 |
| 2003-02-01 | 224.884971373925 |
| 2003-03-01 | 225.249232170609 |
| 2003-04-01 | 225.685488224386 |
| 2003-05-01 | 226.627923400903 |
| 2003-06-01 | 226.473267556885 |
| 2003-07-01 | 226.565944171043 |
| 2003-08-01 | 227.539557963984 |
| 2003-09-01 | 228.832077308638 |
| 2003-10-01 | 229.524267771464 |
| 2003-11-01 | 229.765629762437 |
| 2003-12-01 | 230.385444524624 |
| 2004-01-01 | 229.870164066767 |
| 2004-02-01 | 230.375243039857 |
| 2004-03-01 | 231.021540776304 |
| 2004-04-01 | 231.468633817532 |
| 2004-05-01 | 231.468528555912 |
| 2004-06-01 | 231.778295513892 |
| 2004-07-01 | 230.958102899069 |
| 2004-08-01 | 230.529001092409 |
| 2004-09-01 | 230.833745127179 |
| 2004-10-01 | 232.949407988057 |
| 2004-11-01 | 232.663198518303 |
| 2004-12-01 | 232.237046089156 |
| 2005-01-01 | 233.179732137064 |
| 2005-02-01 | 234.327893190407 |
| 2005-03-01 | 234.270415383057 |
| 2005-04-01 | 235.981681809762 |
| 2005-05-01 | 236.326865312010 |
| 2005-06-01 | 236.759881990502 |
| 2005-07-01 | 238.444849704264 |
| 2005-08-01 | 238.201757423980 |
| 2005-09-01 | 238.189737605386 |
| 2005-10-01 | 238.185399353797 |
| 2005-11-01 | 238.967922598865 |
| 2005-12-01 | 239.008474174282 |
| 2006-01-01 | 240.280547404832 |
| 2006-02-01 | 241.004663871651 |
| 2006-03-01 | 242.242677303677 |
| 2006-04-01 | 242.262178163483 |
| 2006-05-01 | 242.348895263656 |
| 2006-06-01 | 242.923552103984 |
| 2006-07-01 | 243.416897285050 |
| 2006-08-01 | 244.235251969040 |
| 2006-09-01 | 245.112880425762 |
| 2006-10-01 | 244.983023187230 |
| 2006-11-01 | 244.584745801811 |
| 2006-12-01 | 244.988116945500 |
| 2007-01-01 | 244.730313539334 |
| 2007-02-01 | 244.345409439381 |
| 2007-03-01 | 245.453847451992 |
| 2007-04-01 | 244.374885131274 |
| 2007-05-01 | 245.251238610520 |
| 2007-06-01 | 246.457575699376 |
| 2007-07-01 | 246.183808354626 |
| 2007-08-01 | 246.100033858127 |
| 2007-09-01 | 246.017150282246 |
| 2007-10-01 | 247.290186866244 |
| 2007-11-01 | 247.050875507891 |
| 2007-12-01 | 247.465503581256 |
| 2008-01-01 | 247.289252323954 |
| 2008-02-01 | 246.884737157285 |
| 2008-03-01 | 246.577996941707 |
| 2008-04-01 | 246.161264718027 |
| 2008-05-01 | 246.486020942520 |
| 2008-06-01 | 246.119867122018 |
| 2008-07-01 | 246.557373334027 |
| 2008-08-01 | 246.159512424970 |
| 2008-09-01 | 245.306148525821 |
| 2008-10-01 | 244.856633464589 |
| 2008-11-01 | 243.031510936463 |
| 2008-12-01 | 243.809726983984 |
| 2009-01-01 | 242.995909851364 |
| 2009-02-01 | 242.258423603956 |
| 2009-03-01 | 241.088030612935 |
| 2009-04-01 | 239.258562073227 |
| 2009-05-01 | 241.171649794373 |
| 2009-06-01 | 240.883746067863 |
| 2009-07-01 | 240.979753945234 |
| 2009-08-01 | 240.935063728488 |
| 2009-09-01 | 240.642882143047 |
| 2009-10-01 | 240.950146373813 |
| 2009-11-01 | 241.055916200807 |
| 2009-12-01 | 240.881948176380 |
| 2010-01-01 | 241.221668973505 |
| 2010-02-01 | 241.524863400691 |
| 2010-03-01 | 242.392602772335 |
| 2010-04-01 | 242.833018461818 |
| 2010-05-01 | 242.954976410352 |
| 2010-06-01 | 242.833402667037 |
| 2010-07-01 | 243.090823812566 |
| 2010-08-01 | 243.908382877723 |
| 2010-09-01 | 244.407019043064 |
| 2010-10-01 | 245.570116061121 |
| 2010-11-01 | 246.060637838123 |
| 2010-12-01 | 248.789806664355 |
| 2011-01-01 | 247.147303344714 |
| 2011-02-01 | 247.860003571925 |
| 2011-03-01 | 248.511710136333 |
| 2011-04-01 | 250.009569745288 |
| 2011-05-01 | 250.552667250017 |
| 2011-06-01 | 250.815729251039 |
| 2011-07-01 | 251.748858205360 |
| 2011-08-01 | 251.999315787292 |
| 2011-09-01 | 252.923709738295 |
| 2011-10-01 | 252.987472543260 |
| 2011-11-01 | 253.001643052245 |
| 2011-12-01 | 254.859119358482 |
| 2012-01-01 | 255.230069097600 |
| 2012-02-01 | 256.929156519912 |
| 2012-03-01 | 257.701191186656 |
| 2012-04-01 | 257.302711748857 |
| 2012-05-01 | 256.743654755614 |
| 2012-06-01 | 257.245604659093 |
| 2012-07-01 | 256.631424984665 |
| 2012-08-01 | 257.214654869952 |
| 2012-09-01 | 257.813940456572 |
| 2012-10-01 | 257.192742118515 |
| 2012-11-01 | 257.577835853127 |
| 2012-12-01 | 257.504978319771 |
| 2013-01-01 | 258.670176566633 |
| 2013-02-01 | 259.335651975865 |
| 2013-03-01 | 259.376471944398 |
| 2013-04-01 | 259.602512627557 |
| 2013-05-01 | 259.561374811731 |
| 2013-06-01 | 260.914746880893 |
| 2013-07-01 | 261.154172171047 |
| 2013-08-01 | 261.530125964449 |
| 2013-09-01 | 261.539047942966 |
| 2013-10-01 | 260.633554168178 |
| 2013-11-01 | 261.152527476909 |
| 2013-12-01 | 261.308591953757 |
| 2014-01-01 | 261.530176820992 |
| 2014-02-01 | 260.906127278019 |
| 2014-03-01 | 261.673867014345 |
| 2014-04-01 | 263.128184580164 |
| 2014-05-01 | 264.329585041212 |
| 2014-06-01 | 264.379824825577 |
| 2014-07-01 | 264.183138800286 |
| 2014-08-01 | 264.816039804885 |
| 2014-09-01 | 265.289028158777 |
| 2014-10-01 | 266.637042317898 |
| 2014-11-01 | 266.706703661614 |
| 2014-12-01 | 268.091700914194 |
| 2015-01-01 | 266.932073614545 |
| 2015-02-01 | 266.597637134561 |
| 2015-03-01 | 266.836622470209 |
| 2015-04-01 | 267.536334535384 |
| 2015-05-01 | 268.900722413331 |
| 2015-06-01 | 269.310466349966 |
| 2015-07-01 | 270.342588098830 |
| 2015-08-01 | 270.692252559631 |
| 2015-09-01 | 270.886578561519 |
| 2015-10-01 | 272.503474537712 |
| 2015-11-01 | 273.233347013943 |
| 2015-12-01 | 274.712344845919 |
| 2016-01-01 | 273.229355784760 |
| 2016-02-01 | 273.796238272164 |
| 2016-03-01 | 275.154185810611 |
| 2016-04-01 | 274.955978376465 |
| 2016-05-01 | 274.743774862634 |
| 2016-06-01 | 274.903430583378 |
| 2016-07-01 | 276.776170614027 |
| 2016-08-01 | 277.100980696430 |
| 2016-09-01 | 278.412263497511 |
| 2016-10-01 | 278.914083731008 |
| 2016-11-01 | 278.836198375036 |
| 2016-12-01 | 279.199412658275 |
| 2017-01-01 | 279.580145130921 |
| 2017-02-01 | 279.687272562477 |
| 2017-03-01 | 278.954064138617 |
| 2017-04-01 | 279.067222894873 |
| 2017-05-01 | 279.327904204599 |
| 2017-06-01 | 279.801352977778 |
| 2017-07-01 | 279.855467912699 |
| 2017-08-01 | 279.972792770053 |
| 2017-09-01 | 280.699438736184 |
| 2017-10-01 | 280.039578591435 |
| 2017-11-01 | 280.827398516430 |
| 2017-12-01 | 281.122658216124 |
| 2018-01-01 | 281.460240182612 |
| 2018-02-01 | 282.557844223629 |
| 2018-03-01 | 281.767565674840 |
| 2018-04-01 | 283.041937411360 |
| 2018-05-01 | 283.323531978800 |
| 2018-06-01 | 283.474893322398 |
| 2018-07-01 | 282.894113496516 |
| 2018-08-01 | 283.258963417730 |
| 2018-09-01 | 283.224305540221 |
| 2018-10-01 | 284.277968039309 |
| 2018-11-01 | 284.312961238089 |
| 2018-12-01 | 284.774687586377 |
| 2019-01-01 | 285.201438728205 |
| 2019-02-01 | 285.367637758934 |
| 2019-03-01 | 285.995297651576 |
| 2019-04-01 | 285.895035816486 |
| 2019-05-01 | 286.572720808337 |
| 2019-06-01 | 286.510501370400 |
| 2019-07-01 | 287.199111549544 |
| 2019-08-01 | 288.139619129733 |
| 2019-09-01 | 287.346652072931 |
| 2019-10-01 | 288.270010344853 |
| 2019-11-01 | 289.524241191164 |
| 2019-12-01 | 290.347033655292 |
| 2020-01-01 | 289.542931399049 |
| 2020-02-01 | 289.447627449850 |
| 2020-03-01 | 286.207212069040 |
| 2020-04-01 | 228.510510343030 |
| 2020-05-01 | 239.247536065299 |
| 2020-06-01 | 250.013974343112 |
| 2020-07-01 | 261.239766190676 |
| 2020-08-01 | 262.529708608291 |
| 2020-09-01 | 265.081721564679 |
| 2020-10-01 | 270.014338302362 |
| 2020-11-01 | 271.057650643628 |
| 2020-12-01 | 271.316292992885 |
| 2021-01-01 | 272.992083739121 |
| 2021-02-01 | 274.601214472676 |
| 2021-03-01 | 275.674846026712 |
| 2021-04-01 | 275.972255676086 |
| 2021-05-01 | 276.289685247990 |
| 2021-06-01 | 277.743854254362 |
| 2021-07-01 | 279.877118000776 |
| 2021-08-01 | 280.133580719046 |
| 2021-09-01 | 280.802744382121 |
| 2021-10-01 | 285.239506882018 |
| 2021-11-01 | 285.937238198040 |
| 2021-12-01 | 286.889322458676 |
| 2022-01-01 | 285.558258235574 |
| 2022-02-01 | 289.040034769225 |
| 2022-03-01 | 289.407501547058 |
| 2022-04-01 | 290.770504477483 |
| 2022-05-01 | 291.082635670830 |
| 2022-06-01 | 291.707193482608 |
| 2022-07-01 | 293.237217667488 |
| 2022-08-01 | 294.172857216988 |
| 2022-09-01 | 293.486146033114 |
| 2022-10-01 | 293.876531826043 |
| 2022-11-01 | 293.841504541734 |
| 2022-12-01 | 294.727738761932 |
| 2023-01-01 | 295.975861476157 |
| 2023-02-01 | 295.780524362152 |
| 2023-03-01 | 295.853325082634 |
| 2023-04-01 | 295.947479807157 |
| 2023-05-01 | 295.678350599071 |
| 2023-06-01 | 296.686463958097 |
| 2023-07-01 | 294.449307920398 |
| 2023-08-01 | 294.968263531903 |
| 2023-09-01 | 295.825251480097 |
| 2023-10-01 | 296.071154266314 |
| 2023-11-01 | 296.579103695772 |
| 2023-12-01 | 297.763074339403 |
| 2024-01-01 | 298.233813508618 |
| 2024-02-01 | 298.995729812818 |
| 2024-03-01 | 300.168843900652 |
| 2024-04-01 | 300.572886601528 |
| 2024-05-01 | 301.753941459268 |
| 2024-06-01 | 302.125917635321 |
| 2024-07-01 | 302.277496645144 |
| 2024-08-01 | 302.933136870316 |
| 2024-09-01 | 304.081301403582 |
| 2024-10-01 | 304.416310428052 |
| 2024-11-01 | 304.731230001043 |
| 2024-12-01 | 305.086883417248 |
| 2025-01-01 | 305.193102454054 |
| 2025-02-01 | 306.654946579708 |
| 2025-03-01 | 307.050922297797 |
| 2025-04-01 | 307.028736544005 |
| 2025-05-01 | 307.630197786748 |
| 2025-06-01 | 308.356813243003 |
| 2025-07-01 | 308.823435975847 |
| 2025-08-01 | 309.254475004755 |
| 2025-09-01 | 309.337633501308 |
| 2025-10-01 | 310.172041392921 |
| 2025-11-01 | 310.319394872270 |
| 2025-12-01 | 310.698365356395 |
| 2026-01-01 | 310.440570247633 |
| 2026-02-01 | 309.020646227372 |
| 2026-03-01 | 310.076632677107 |
| 2026-04-01 | 311.499075914873 |
| 2026-05-01 | 311.933236892829 |
| 2026-06-01 | 313.033545892731 |