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 2026-04-01 |
| Last Updated | 2026-05-26 1:13 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 | 174.241676259084 |
| 1990-02-01 | 173.899116721249 |
| 1990-03-01 | 174.324669237317 |
| 1990-04-01 | 173.952401653561 |
| 1990-05-01 | 173.808754736194 |
| 1990-06-01 | 174.627502656562 |
| 1990-07-01 | 174.414251641534 |
| 1990-08-01 | 175.189940105975 |
| 1990-09-01 | 175.393734491114 |
| 1990-10-01 | 176.687822224477 |
| 1990-11-01 | 175.519573519942 |
| 1990-12-01 | 175.319320358414 |
| 1991-01-01 | 175.345506121203 |
| 1991-02-01 | 175.718887887564 |
| 1991-03-01 | 175.412508701773 |
| 1991-04-01 | 173.523707774963 |
| 1991-05-01 | 174.217265531545 |
| 1991-06-01 | 175.652625540477 |
| 1991-07-01 | 175.134629868978 |
| 1991-08-01 | 175.619604857865 |
| 1991-09-01 | 175.591530106485 |
| 1991-10-01 | 173.546035892505 |
| 1991-11-01 | 173.518668957455 |
| 1991-12-01 | 174.610735286067 |
| 1992-01-01 | 174.490723362938 |
| 1992-02-01 | 174.846872942504 |
| 1992-03-01 | 174.374647964921 |
| 1992-04-01 | 175.705229352384 |
| 1992-05-01 | 175.903279303296 |
| 1992-06-01 | 175.512892707342 |
| 1992-07-01 | 176.364134123815 |
| 1992-08-01 | 176.082101722057 |
| 1992-09-01 | 176.460446879703 |
| 1992-10-01 | 176.700071430981 |
| 1992-11-01 | 177.085358494299 |
| 1992-12-01 | 177.036003427018 |
| 1993-01-01 | 178.413342706091 |
| 1993-02-01 | 179.788808802073 |
| 1993-03-01 | 177.683650158801 |
| 1993-04-01 | 178.974674350803 |
| 1993-05-01 | 179.593483864487 |
| 1993-06-01 | 179.844737190807 |
| 1993-07-01 | 179.987235773708 |
| 1993-08-01 | 180.224152111886 |
| 1993-09-01 | 180.483932033395 |
| 1993-10-01 | 181.189669198316 |
| 1993-11-01 | 181.854912598499 |
| 1993-12-01 | 182.084973841458 |
| 1994-01-01 | 180.519680825684 |
| 1994-02-01 | 181.330344143071 |
| 1994-03-01 | 182.621958873058 |
| 1994-04-01 | 182.815652789036 |
| 1994-05-01 | 182.391297757640 |
| 1994-06-01 | 183.225051688130 |
| 1994-07-01 | 184.079895465007 |
| 1994-08-01 | 184.822823060536 |
| 1994-09-01 | 185.615150142874 |
| 1994-10-01 | 183.920263303410 |
| 1994-11-01 | 184.319848014065 |
| 1994-12-01 | 184.503172217646 |
| 1995-01-01 | 183.717873443946 |
| 1995-02-01 | 184.310751606497 |
| 1995-03-01 | 185.399890904529 |
| 1995-04-01 | 184.460450067950 |
| 1995-05-01 | 184.828084528824 |
| 1995-06-01 | 185.195964782534 |
| 1995-07-01 | 184.930315869621 |
| 1995-08-01 | 185.342961177648 |
| 1995-09-01 | 186.384760470379 |
| 1995-10-01 | 186.456907836660 |
| 1995-11-01 | 187.051609610313 |
| 1995-12-01 | 187.791808358649 |
| 1996-01-01 | 185.683929276504 |
| 1996-02-01 | 187.959679158503 |
| 1996-03-01 | 187.780743064174 |
| 1996-04-01 | 188.665781459161 |
| 1996-05-01 | 188.728303685071 |
| 1996-06-01 | 188.904137471175 |
| 1996-07-01 | 188.993012428354 |
| 1996-08-01 | 189.799409222486 |
| 1996-09-01 | 190.108858150465 |
| 1996-10-01 | 190.271443898774 |
| 1996-11-01 | 190.871711551015 |
| 1996-12-01 | 191.083472781560 |
| 1997-01-01 | 192.264127913689 |
| 1997-02-01 | 192.414244440876 |
| 1997-03-01 | 192.688156361778 |
| 1997-04-01 | 192.735391814384 |
| 1997-05-01 | 193.637989346472 |
| 1997-06-01 | 194.208120621312 |
| 1997-07-01 | 194.876101056757 |
| 1997-08-01 | 194.819627515976 |
| 1997-09-01 | 195.091751166909 |
| 1997-10-01 | 197.867223618495 |
| 1997-11-01 | 198.046255440895 |
| 1997-12-01 | 198.590090210611 |
| 1998-01-01 | 199.319706338914 |
| 1998-02-01 | 199.835209290061 |
| 1998-03-01 | 200.900036941212 |
| 1998-04-01 | 201.569805677411 |
| 1998-05-01 | 203.339554142886 |
| 1998-06-01 | 201.946504774775 |
| 1998-07-01 | 202.354316549723 |
| 1998-08-01 | 202.710945680954 |
| 1998-09-01 | 203.211783935841 |
| 1998-10-01 | 203.235497742705 |
| 1998-11-01 | 203.354924080109 |
| 1998-12-01 | 203.801826946253 |
| 1999-01-01 | 202.621276381471 |
| 1999-02-01 | 205.366838998713 |
| 1999-03-01 | 205.429088883443 |
| 1999-04-01 | 206.590571966627 |
| 1999-05-01 | 206.766830276749 |
| 1999-06-01 | 206.670323443903 |
| 1999-07-01 | 208.333233267360 |
| 1999-08-01 | 209.096439551459 |
| 1999-09-01 | 209.466053616107 |
| 1999-10-01 | 210.639299453824 |
| 1999-11-01 | 210.840428374769 |
| 1999-12-01 | 212.040429874507 |
| 2000-01-01 | 212.278826909149 |
| 2000-02-01 | 213.502780010019 |
| 2000-03-01 | 213.709851949566 |
| 2000-04-01 | 214.355157213669 |
| 2000-05-01 | 214.642480100964 |
| 2000-06-01 | 215.976897649722 |
| 2000-07-01 | 216.043169640634 |
| 2000-08-01 | 215.216637086588 |
| 2000-09-01 | 215.924748892156 |
| 2000-10-01 | 216.446844545720 |
| 2000-11-01 | 217.540706624570 |
| 2000-12-01 | 218.005900434436 |
| 2001-01-01 | 219.089909109449 |
| 2001-02-01 | 218.768142860394 |
| 2001-03-01 | 219.708392799653 |
| 2001-04-01 | 217.239292632887 |
| 2001-05-01 | 217.735934785753 |
| 2001-06-01 | 218.866012834413 |
| 2001-07-01 | 218.374447210435 |
| 2001-08-01 | 218.723659724784 |
| 2001-09-01 | 218.035794916591 |
| 2001-10-01 | 217.896266296966 |
| 2001-11-01 | 218.466160031960 |
| 2001-12-01 | 218.319738722115 |
| 2002-01-01 | 219.262790935162 |
| 2002-02-01 | 219.109701775940 |
| 2002-03-01 | 220.312833469442 |
| 2002-04-01 | 218.849959871311 |
| 2002-05-01 | 219.366715084968 |
| 2002-06-01 | 219.883949672301 |
| 2002-07-01 | 221.299053697383 |
| 2002-08-01 | 222.664878189280 |
| 2002-09-01 | 223.540405488247 |
| 2002-10-01 | 223.479531974237 |
| 2002-11-01 | 223.547465328132 |
| 2002-12-01 | 224.209118203848 |
| 2003-01-01 | 225.960928434194 |
| 2003-02-01 | 224.885014066529 |
| 2003-03-01 | 225.249300602104 |
| 2003-04-01 | 225.685421940372 |
| 2003-05-01 | 226.627870137962 |
| 2003-06-01 | 226.473247964881 |
| 2003-07-01 | 226.565913407159 |
| 2003-08-01 | 227.539545161380 |
| 2003-09-01 | 228.832079978019 |
| 2003-10-01 | 229.524277171078 |
| 2003-11-01 | 229.765640580517 |
| 2003-12-01 | 230.385469547288 |
| 2004-01-01 | 229.870184296113 |
| 2004-02-01 | 230.375266564167 |
| 2004-03-01 | 231.021579495549 |
| 2004-04-01 | 231.468598527169 |
| 2004-05-01 | 231.468499404198 |
| 2004-06-01 | 231.778277462134 |
| 2004-07-01 | 230.958083063252 |
| 2004-08-01 | 230.528995297160 |
| 2004-09-01 | 230.833748879352 |
| 2004-10-01 | 232.949415885005 |
| 2004-11-01 | 232.663204571728 |
| 2004-12-01 | 232.237063352174 |
| 2005-01-01 | 233.179741153983 |
| 2005-02-01 | 234.327900003334 |
| 2005-03-01 | 234.270423029644 |
| 2005-04-01 | 235.981675401517 |
| 2005-05-01 | 236.326854789501 |
| 2005-06-01 | 236.759872431209 |
| 2005-07-01 | 238.444837645580 |
| 2005-08-01 | 238.201754726379 |
| 2005-09-01 | 238.189739057929 |
| 2005-10-01 | 238.185404036431 |
| 2005-11-01 | 238.967923766430 |
| 2005-12-01 | 239.008486798269 |
| 2006-01-01 | 240.280550241768 |
| 2006-02-01 | 241.004665377397 |
| 2006-03-01 | 242.242678117931 |
| 2006-04-01 | 242.262175809303 |
| 2006-05-01 | 242.348892508519 |
| 2006-06-01 | 242.923547545858 |
| 2006-07-01 | 243.416891483104 |
| 2006-08-01 | 244.235250338359 |
| 2006-09-01 | 245.112879887233 |
| 2006-10-01 | 244.983026157337 |
| 2006-11-01 | 244.584745559124 |
| 2006-12-01 | 244.988126645070 |
| 2007-01-01 | 244.730315510913 |
| 2007-02-01 | 244.345409129699 |
| 2007-03-01 | 245.453846997417 |
| 2007-04-01 | 244.374883366384 |
| 2007-05-01 | 245.251238363110 |
| 2007-06-01 | 246.457572794870 |
| 2007-07-01 | 246.183804428194 |
| 2007-08-01 | 246.100030998751 |
| 2007-09-01 | 246.017147865571 |
| 2007-10-01 | 247.290186061715 |
| 2007-11-01 | 247.050869828648 |
| 2007-12-01 | 247.465531606015 |
| 2008-01-01 | 247.289250664550 |
| 2008-02-01 | 246.884734563854 |
| 2008-03-01 | 246.577995612657 |
| 2008-04-01 | 246.161262067469 |
| 2008-05-01 | 246.486020019668 |
| 2008-06-01 | 246.119863089899 |
| 2008-07-01 | 246.557368642086 |
| 2008-08-01 | 246.159508226467 |
| 2008-09-01 | 245.306144810251 |
| 2008-10-01 | 244.856630791087 |
| 2008-11-01 | 243.031501434901 |
| 2008-12-01 | 243.809776901007 |
| 2009-01-01 | 242.995900964817 |
| 2009-02-01 | 242.258418883789 |
| 2009-03-01 | 241.088029139694 |
| 2009-04-01 | 239.258558205313 |
| 2009-05-01 | 241.171647712909 |
| 2009-06-01 | 240.883740902635 |
| 2009-07-01 | 240.979747777319 |
| 2009-08-01 | 240.935058374601 |
| 2009-09-01 | 240.642877104706 |
| 2009-10-01 | 240.950140825057 |
| 2009-11-01 | 241.055898524766 |
| 2009-12-01 | 240.882033683553 |
| 2010-01-01 | 241.221648037745 |
| 2010-02-01 | 241.524853673626 |
| 2010-03-01 | 242.392600100242 |
| 2010-04-01 | 242.833012536405 |
| 2010-05-01 | 242.954971797959 |
| 2010-06-01 | 242.833396500696 |
| 2010-07-01 | 243.090817357331 |
| 2010-08-01 | 243.908377387704 |
| 2010-09-01 | 244.407014142124 |
| 2010-10-01 | 245.570110799201 |
| 2010-11-01 | 246.060618278613 |
| 2010-12-01 | 248.789912342168 |
| 2011-01-01 | 247.147273803762 |
| 2011-02-01 | 247.859989216315 |
| 2011-03-01 | 248.511705582037 |
| 2011-04-01 | 250.009562017742 |
| 2011-05-01 | 250.552660660411 |
| 2011-06-01 | 250.815724112617 |
| 2011-07-01 | 251.748853078160 |
| 2011-08-01 | 251.999311938578 |
| 2011-09-01 | 252.923706167229 |
| 2011-10-01 | 252.987468178122 |
| 2011-11-01 | 253.001619698511 |
| 2011-12-01 | 254.859238943338 |
| 2012-01-01 | 255.230031745810 |
| 2012-02-01 | 256.929136649530 |
| 2012-03-01 | 257.701176521051 |
| 2012-04-01 | 257.302705051325 |
| 2012-05-01 | 256.743648266370 |
| 2012-06-01 | 257.245602307519 |
| 2012-07-01 | 256.631424603091 |
| 2012-08-01 | 257.214655276791 |
| 2012-09-01 | 257.813941275730 |
| 2012-10-01 | 257.192747449831 |
| 2012-11-01 | 257.577821263062 |
| 2012-12-01 | 257.505077965662 |
| 2013-01-01 | 258.670124890280 |
| 2013-02-01 | 259.335632344413 |
| 2013-03-01 | 259.376444867211 |
| 2013-04-01 | 259.602501932878 |
| 2013-05-01 | 259.561369229945 |
| 2013-06-01 | 260.914769042733 |
| 2013-07-01 | 261.154172429086 |
| 2013-08-01 | 261.530129896206 |
| 2013-09-01 | 261.539056006051 |
| 2013-10-01 | 260.633572565064 |
| 2013-11-01 | 261.152524825767 |
| 2013-12-01 | 261.308668131790 |
| 2014-01-01 | 261.530109722606 |
| 2014-02-01 | 260.906098329708 |
| 2014-03-01 | 261.673815305436 |
| 2014-04-01 | 263.128163244013 |
| 2014-05-01 | 264.329581617395 |
| 2014-06-01 | 264.379878346449 |
| 2014-07-01 | 264.183148541373 |
| 2014-08-01 | 264.816058042139 |
| 2014-09-01 | 265.289060163790 |
| 2014-10-01 | 266.637088297254 |
| 2014-11-01 | 266.706721818019 |
| 2014-12-01 | 268.091738857782 |
| 2015-01-01 | 266.932001516514 |
| 2015-02-01 | 266.597536963779 |
| 2015-03-01 | 266.836455799785 |
| 2015-04-01 | 267.536323869126 |
| 2015-05-01 | 268.900746851926 |
| 2015-06-01 | 269.310586358034 |
| 2015-07-01 | 270.342651509911 |
| 2015-08-01 | 270.692328242293 |
| 2015-09-01 | 270.886656770987 |
| 2015-10-01 | 272.503543663964 |
| 2015-11-01 | 273.233365373518 |
| 2015-12-01 | 274.712329336346 |
| 2016-01-01 | 273.229245429650 |
| 2016-02-01 | 273.796006013365 |
| 2016-03-01 | 275.153849219812 |
| 2016-04-01 | 274.955960235111 |
| 2016-05-01 | 274.743839682255 |
| 2016-06-01 | 274.903637492574 |
| 2016-07-01 | 276.776351119389 |
| 2016-08-01 | 277.101246652012 |
| 2016-09-01 | 278.412422299430 |
| 2016-10-01 | 278.914171225286 |
| 2016-11-01 | 278.836199338635 |
| 2016-12-01 | 279.199348683628 |
| 2017-01-01 | 279.579920757746 |
| 2017-02-01 | 279.686738324195 |
| 2017-03-01 | 278.953425882265 |
| 2017-04-01 | 279.067475492127 |
| 2017-05-01 | 279.327580302970 |
| 2017-06-01 | 279.801941604343 |
| 2017-07-01 | 279.855919825556 |
| 2017-08-01 | 279.973403845986 |
| 2017-09-01 | 280.699683057307 |
| 2017-10-01 | 280.039568138455 |
| 2017-11-01 | 280.827286024503 |
| 2017-12-01 | 281.122576735607 |
| 2018-01-01 | 281.459836562733 |
| 2018-02-01 | 282.557024380727 |
| 2018-03-01 | 281.766728616779 |
| 2018-04-01 | 283.042534708336 |
| 2018-05-01 | 283.322372587342 |
| 2018-06-01 | 283.476124445646 |
| 2018-07-01 | 282.894658377031 |
| 2018-08-01 | 283.260149142065 |
| 2018-09-01 | 283.224784075425 |
| 2018-10-01 | 284.277752325800 |
| 2018-11-01 | 284.312652908148 |
| 2018-12-01 | 284.774601746483 |
| 2019-01-01 | 285.200884646826 |
| 2019-02-01 | 285.366595797956 |
| 2019-03-01 | 285.994277301403 |
| 2019-04-01 | 285.896038301756 |
| 2019-05-01 | 286.570707234223 |
| 2019-06-01 | 286.512232198184 |
| 2019-07-01 | 287.199332934246 |
| 2019-08-01 | 288.142281616214 |
| 2019-09-01 | 287.346817367056 |
| 2019-10-01 | 288.269215288981 |
| 2019-11-01 | 289.523513238512 |
| 2019-12-01 | 290.346797496910 |
| 2020-01-01 | 289.543478506391 |
| 2020-02-01 | 289.446479611713 |
| 2020-03-01 | 286.206156681091 |
| 2020-04-01 | 228.511232323814 |
| 2020-05-01 | 239.245311427184 |
| 2020-06-01 | 250.016049491224 |
| 2020-07-01 | 261.239261055946 |
| 2020-08-01 | 262.533305623176 |
| 2020-09-01 | 265.081424871903 |
| 2020-10-01 | 270.012949161297 |
| 2020-11-01 | 271.056569469097 |
| 2020-12-01 | 271.316009959908 |
| 2021-01-01 | 272.994024589976 |
| 2021-02-01 | 274.600336137534 |
| 2021-03-01 | 275.673731013730 |
| 2021-04-01 | 275.972600034498 |
| 2021-05-01 | 276.286593745019 |
| 2021-06-01 | 277.746607935218 |
| 2021-07-01 | 279.875902324453 |
| 2021-08-01 | 280.138190006827 |
| 2021-09-01 | 280.802274753077 |
| 2021-10-01 | 285.237930648978 |
| 2021-11-01 | 285.935308578127 |
| 2021-12-01 | 286.886836893543 |
| 2022-01-01 | 285.568765974057 |
| 2022-02-01 | 289.036537859835 |
| 2022-03-01 | 289.404357654141 |
| 2022-04-01 | 290.769059084361 |
| 2022-05-01 | 291.078766522270 |
| 2022-06-01 | 291.709845740179 |
| 2022-07-01 | 293.235227894211 |
| 2022-08-01 | 294.177609755446 |
| 2022-09-01 | 293.486775683155 |
| 2022-10-01 | 293.876601801877 |
| 2022-11-01 | 293.841770376811 |
| 2022-12-01 | 294.725590506469 |
| 2023-01-01 | 295.992412871578 |
| 2023-02-01 | 295.772640536901 |
| 2023-03-01 | 295.846348260850 |
| 2023-04-01 | 295.953676891174 |
| 2023-05-01 | 295.653328676551 |
| 2023-06-01 | 296.697211734289 |
| 2023-07-01 | 294.447610000558 |
| 2023-08-01 | 294.970743319256 |
| 2023-09-01 | 295.825985239688 |
| 2023-10-01 | 296.076375248184 |
| 2023-11-01 | 296.586874341230 |
| 2023-12-01 | 297.766106266367 |
| 2024-01-01 | 298.261001814708 |
| 2024-02-01 | 298.985516746865 |
| 2024-03-01 | 300.149784639977 |
| 2024-04-01 | 300.574912230991 |
| 2024-05-01 | 301.699108098613 |
| 2024-06-01 | 302.149811554712 |
| 2024-07-01 | 302.278533062209 |
| 2024-08-01 | 302.934254807887 |
| 2024-09-01 | 304.084154372665 |
| 2024-10-01 | 304.428993810127 |
| 2024-11-01 | 304.749614486244 |
| 2024-12-01 | 305.098888606630 |
| 2025-01-01 | 305.225344816787 |
| 2025-02-01 | 306.644309371116 |
| 2025-03-01 | 307.017788206176 |
| 2025-04-01 | 307.026512601033 |
| 2025-05-01 | 307.536488248345 |
| 2025-06-01 | 308.402470113130 |
| 2025-07-01 | 308.828245101758 |
| 2025-08-01 | 309.253793298993 |
| 2025-09-01 | 309.342234424211 |
| 2025-10-01 | 310.192298981269 |
| 2025-11-01 | 310.348107392459 |
| 2025-12-01 | 310.719262817855 |
| 2026-01-01 | 310.483230923470 |
| 2026-02-01 | 309.011639940258 |
| 2026-03-01 | 310.029014268206 |
| 2026-04-01 | 311.081591285340 |