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 2025-12-01 |
| Last Updated | 2026-01-28 2:15 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 | 174.015643265140 |
| 1990-02-01 | 173.725857895411 |
| 1990-03-01 | 174.005012456119 |
| 1990-04-01 | 173.928947908032 |
| 1990-05-01 | 174.129756179358 |
| 1990-06-01 | 174.848135622543 |
| 1990-07-01 | 174.588986410228 |
| 1990-08-01 | 175.287337959011 |
| 1990-09-01 | 175.431945685988 |
| 1990-10-01 | 176.694443376039 |
| 1990-11-01 | 175.471963100855 |
| 1990-12-01 | 175.194302370494 |
| 1991-01-01 | 175.124778709634 |
| 1991-02-01 | 175.611640998518 |
| 1991-03-01 | 175.117479227901 |
| 1991-04-01 | 173.516905794132 |
| 1991-05-01 | 174.525571469039 |
| 1991-06-01 | 175.845457203597 |
| 1991-07-01 | 175.269385211827 |
| 1991-08-01 | 175.656913403644 |
| 1991-09-01 | 175.619461677319 |
| 1991-10-01 | 173.574452927401 |
| 1991-11-01 | 173.472577810705 |
| 1991-12-01 | 174.476192919793 |
| 1992-01-01 | 174.318920231037 |
| 1992-02-01 | 174.837508942612 |
| 1992-03-01 | 174.094138869750 |
| 1992-04-01 | 175.727748966903 |
| 1992-05-01 | 176.194884949673 |
| 1992-06-01 | 175.654316562866 |
| 1992-07-01 | 176.435302585525 |
| 1992-08-01 | 176.045717344345 |
| 1992-09-01 | 176.472466471963 |
| 1992-10-01 | 176.750176650488 |
| 1992-11-01 | 177.045924976443 |
| 1992-12-01 | 176.900228998331 |
| 1993-01-01 | 178.301431084579 |
| 1993-02-01 | 179.875398981925 |
| 1993-03-01 | 177.443974621077 |
| 1993-04-01 | 179.030148599799 |
| 1993-05-01 | 179.833065080595 |
| 1993-06-01 | 179.929837099411 |
| 1993-07-01 | 179.993720083528 |
| 1993-08-01 | 180.115619868322 |
| 1993-09-01 | 180.485927627353 |
| 1993-10-01 | 181.267489259624 |
| 1993-11-01 | 181.829487774600 |
| 1993-12-01 | 181.965041841190 |
| 1994-01-01 | 180.473840508611 |
| 1994-02-01 | 181.464408725351 |
| 1994-03-01 | 182.407654547573 |
| 1994-04-01 | 182.890595220991 |
| 1994-05-01 | 182.566916547530 |
| 1994-06-01 | 183.266550017604 |
| 1994-07-01 | 184.057692602858 |
| 1994-08-01 | 184.721128912463 |
| 1994-09-01 | 185.604428777917 |
| 1994-10-01 | 184.004063965618 |
| 1994-11-01 | 184.278294511513 |
| 1994-12-01 | 184.386202172443 |
| 1995-01-01 | 183.709510969127 |
| 1995-02-01 | 184.447948870277 |
| 1995-03-01 | 185.244787790457 |
| 1995-04-01 | 184.528284149193 |
| 1995-05-01 | 184.944906720513 |
| 1995-06-01 | 185.218651216725 |
| 1995-07-01 | 184.914971269805 |
| 1995-08-01 | 185.279297916653 |
| 1995-09-01 | 186.376461013363 |
| 1995-10-01 | 186.547234342273 |
| 1995-11-01 | 186.984961657789 |
| 1995-12-01 | 187.679699579277 |
| 1996-01-01 | 185.700574110870 |
| 1996-02-01 | 188.034299223889 |
| 1996-03-01 | 187.646885034277 |
| 1996-04-01 | 188.684815959098 |
| 1996-05-01 | 188.825296546146 |
| 1996-06-01 | 188.957622516838 |
| 1996-07-01 | 189.024369751905 |
| 1996-08-01 | 189.832782056816 |
| 1996-09-01 | 190.106050318700 |
| 1996-10-01 | 190.333158631828 |
| 1996-11-01 | 190.759476500623 |
| 1996-12-01 | 190.963254289588 |
| 1997-01-01 | 192.267013314042 |
| 1997-02-01 | 192.406236464347 |
| 1997-03-01 | 192.590894165094 |
| 1997-04-01 | 192.704626571741 |
| 1997-05-01 | 193.728624372900 |
| 1997-06-01 | 194.308395256071 |
| 1997-07-01 | 194.960234852359 |
| 1997-08-01 | 194.955506151043 |
| 1997-09-01 | 195.099092666381 |
| 1997-10-01 | 197.891486682868 |
| 1997-11-01 | 197.907173299556 |
| 1997-12-01 | 198.461548764271 |
| 1998-01-01 | 199.278211138347 |
| 1998-02-01 | 199.730216824950 |
| 1998-03-01 | 200.829751969886 |
| 1998-04-01 | 201.483573294670 |
| 1998-05-01 | 203.451484859347 |
| 1998-06-01 | 202.111898752116 |
| 1998-07-01 | 202.489923385718 |
| 1998-08-01 | 202.944871473329 |
| 1998-09-01 | 203.221722799491 |
| 1998-10-01 | 203.220657053209 |
| 1998-11-01 | 203.189790898199 |
| 1998-12-01 | 203.650974506229 |
| 1999-01-01 | 202.521904573627 |
| 1999-02-01 | 205.214474213323 |
| 1999-03-01 | 205.387568250464 |
| 1999-04-01 | 206.482512299582 |
| 1999-05-01 | 206.916891608233 |
| 1999-06-01 | 206.868686878007 |
| 1999-07-01 | 208.482543551466 |
| 1999-08-01 | 209.342623413412 |
| 1999-09-01 | 209.481136578179 |
| 1999-10-01 | 210.614842739803 |
| 1999-11-01 | 210.690320967729 |
| 1999-12-01 | 211.883115837580 |
| 2000-01-01 | 212.143845612435 |
| 2000-02-01 | 213.318150296360 |
| 2000-03-01 | 213.671410578885 |
| 2000-04-01 | 214.234754708110 |
| 2000-05-01 | 214.825858694091 |
| 2000-06-01 | 216.201040115176 |
| 2000-07-01 | 216.190595666973 |
| 2000-08-01 | 215.428456152977 |
| 2000-09-01 | 215.939514238819 |
| 2000-10-01 | 216.416576642467 |
| 2000-11-01 | 217.420329545156 |
| 2000-12-01 | 217.866190397683 |
| 2001-01-01 | 218.943538570858 |
| 2001-02-01 | 218.587638448615 |
| 2001-03-01 | 219.664589660315 |
| 2001-04-01 | 217.150077044626 |
| 2001-05-01 | 217.913242302438 |
| 2001-06-01 | 219.062624575251 |
| 2001-07-01 | 218.501176508916 |
| 2001-08-01 | 218.888620842091 |
| 2001-09-01 | 218.046259124612 |
| 2001-10-01 | 217.854380060435 |
| 2001-11-01 | 218.389374753054 |
| 2001-12-01 | 218.231658883843 |
| 2002-01-01 | 219.127176290955 |
| 2002-02-01 | 218.941428494052 |
| 2002-03-01 | 220.272094606673 |
| 2002-04-01 | 218.788958068530 |
| 2002-05-01 | 219.517133902362 |
| 2002-06-01 | 220.037195887052 |
| 2002-07-01 | 221.424890288901 |
| 2002-08-01 | 222.776932338607 |
| 2002-09-01 | 223.538496061502 |
| 2002-10-01 | 223.429051317025 |
| 2002-11-01 | 223.483927679649 |
| 2002-12-01 | 224.166753910761 |
| 2003-01-01 | 225.849841121126 |
| 2003-02-01 | 224.761193716323 |
| 2003-03-01 | 225.207750858942 |
| 2003-04-01 | 225.672629688187 |
| 2003-05-01 | 226.733500409728 |
| 2003-06-01 | 226.568073801265 |
| 2003-07-01 | 226.685113887302 |
| 2003-08-01 | 227.600379880308 |
| 2003-09-01 | 228.825429923590 |
| 2003-10-01 | 229.463056091636 |
| 2003-11-01 | 229.712039318374 |
| 2003-12-01 | 230.384787551740 |
| 2004-01-01 | 229.787713190756 |
| 2004-02-01 | 230.305100572462 |
| 2004-03-01 | 230.982456969723 |
| 2004-04-01 | 231.504477905334 |
| 2004-05-01 | 231.516166085407 |
| 2004-06-01 | 231.829896046709 |
| 2004-07-01 | 231.066148004009 |
| 2004-08-01 | 230.536560762681 |
| 2004-09-01 | 230.828269225917 |
| 2004-10-01 | 232.883161418762 |
| 2004-11-01 | 232.619629332201 |
| 2004-12-01 | 232.255308436584 |
| 2005-01-01 | 233.128133389489 |
| 2005-02-01 | 234.311839450632 |
| 2005-03-01 | 234.231806695359 |
| 2005-04-01 | 236.064950315171 |
| 2005-05-01 | 236.324029100941 |
| 2005-06-01 | 236.773217905542 |
| 2005-07-01 | 238.522659009441 |
| 2005-08-01 | 238.193504854095 |
| 2005-09-01 | 238.188837167782 |
| 2005-10-01 | 238.114990054003 |
| 2005-11-01 | 238.932104557703 |
| 2005-12-01 | 239.041253478548 |
| 2006-01-01 | 240.243035542875 |
| 2006-02-01 | 241.009873435546 |
| 2006-03-01 | 242.208720362582 |
| 2006-04-01 | 242.372222420813 |
| 2006-05-01 | 242.324633768248 |
| 2006-06-01 | 242.919697024783 |
| 2006-07-01 | 243.474071503491 |
| 2006-08-01 | 244.216633739542 |
| 2006-09-01 | 245.113442182303 |
| 2006-10-01 | 244.919349823579 |
| 2006-11-01 | 244.555456582141 |
| 2006-12-01 | 245.008709433755 |
| 2007-01-01 | 244.706058856758 |
| 2007-02-01 | 244.362849148889 |
| 2007-03-01 | 245.426627728197 |
| 2007-04-01 | 244.480500507333 |
| 2007-05-01 | 245.227877802270 |
| 2007-06-01 | 246.453950310140 |
| 2007-07-01 | 246.214536868075 |
| 2007-08-01 | 246.083480226815 |
| 2007-09-01 | 246.022162679164 |
| 2007-10-01 | 247.244434289242 |
| 2007-11-01 | 247.030905782181 |
| 2007-12-01 | 247.450900056363 |
| 2008-01-01 | 247.277140565910 |
| 2008-02-01 | 246.911064464875 |
| 2008-03-01 | 246.553685768886 |
| 2008-04-01 | 246.255013025939 |
| 2008-05-01 | 246.467131945377 |
| 2008-06-01 | 246.121206393029 |
| 2008-07-01 | 246.570210911206 |
| 2008-08-01 | 246.149019434080 |
| 2008-09-01 | 245.309924740788 |
| 2008-10-01 | 244.829443469752 |
| 2008-11-01 | 243.029525761766 |
| 2008-12-01 | 243.757315151004 |
| 2009-01-01 | 242.999816087882 |
| 2009-02-01 | 242.283639762999 |
| 2009-03-01 | 241.080112643236 |
| 2009-04-01 | 239.309563295894 |
| 2009-05-01 | 241.166927916413 |
| 2009-06-01 | 240.891297851674 |
| 2009-07-01 | 240.978061281776 |
| 2009-08-01 | 240.932800311068 |
| 2009-09-01 | 240.647482353789 |
| 2009-10-01 | 240.937119839251 |
| 2009-11-01 | 241.067482385241 |
| 2009-12-01 | 240.808753175394 |
| 2010-01-01 | 241.234865945712 |
| 2010-02-01 | 241.543344006696 |
| 2010-03-01 | 242.397508960207 |
| 2010-04-01 | 242.849303222857 |
| 2010-05-01 | 242.961008915505 |
| 2010-06-01 | 242.842482923750 |
| 2010-07-01 | 243.091956191071 |
| 2010-08-01 | 243.908649997356 |
| 2010-09-01 | 244.407972044046 |
| 2010-10-01 | 245.565901073701 |
| 2010-11-01 | 246.081665019993 |
| 2010-12-01 | 248.710541279617 |
| 2011-01-01 | 247.167229727592 |
| 2011-02-01 | 247.858702373718 |
| 2011-03-01 | 248.529318462827 |
| 2011-04-01 | 249.992305785048 |
| 2011-05-01 | 250.589221801254 |
| 2011-06-01 | 250.819213961618 |
| 2011-07-01 | 251.749395188697 |
| 2011-08-01 | 251.998738884195 |
| 2011-09-01 | 252.924701138125 |
| 2011-10-01 | 252.988436688744 |
| 2011-11-01 | 253.026778621123 |
| 2011-12-01 | 254.777581656316 |
| 2012-01-01 | 255.253783191375 |
| 2012-02-01 | 256.914580011356 |
| 2012-03-01 | 257.719018065144 |
| 2012-04-01 | 257.280768157385 |
| 2012-05-01 | 256.802590855266 |
| 2012-06-01 | 257.241445429281 |
| 2012-07-01 | 256.626460618249 |
| 2012-08-01 | 257.212033305133 |
| 2012-09-01 | 257.813684405387 |
| 2012-10-01 | 257.188045752295 |
| 2012-11-01 | 257.598764937056 |
| 2012-12-01 | 257.447169277044 |
| 2013-01-01 | 258.697845167980 |
| 2013-02-01 | 259.303211938896 |
| 2013-03-01 | 259.394496463079 |
| 2013-04-01 | 259.586920537500 |
| 2013-05-01 | 259.645368181675 |
| 2013-06-01 | 260.876266840843 |
| 2013-07-01 | 261.150085024555 |
| 2013-08-01 | 261.527799155770 |
| 2013-09-01 | 261.537229483419 |
| 2013-10-01 | 260.624463431067 |
| 2013-11-01 | 261.163978799576 |
| 2013-12-01 | 261.279721960217 |
| 2014-01-01 | 261.558532358341 |
| 2014-02-01 | 260.870768187326 |
| 2014-03-01 | 261.690706148803 |
| 2014-04-01 | 263.123655807908 |
| 2014-05-01 | 264.417595817874 |
| 2014-06-01 | 264.311133453977 |
| 2014-07-01 | 264.180902300108 |
| 2014-08-01 | 264.814099465462 |
| 2014-09-01 | 265.285987491866 |
| 2014-10-01 | 266.625084894112 |
| 2014-11-01 | 266.707766346357 |
| 2014-12-01 | 268.096564771034 |
| 2015-01-01 | 266.963343199647 |
| 2015-02-01 | 266.551514517114 |
| 2015-03-01 | 266.864080976736 |
| 2015-04-01 | 267.538109888424 |
| 2015-05-01 | 268.986324120647 |
| 2015-06-01 | 269.206833037423 |
| 2015-07-01 | 270.343691680093 |
| 2015-08-01 | 270.692491466717 |
| 2015-09-01 | 270.884886872233 |
| 2015-10-01 | 272.494661057922 |
| 2015-11-01 | 273.233993540852 |
| 2015-12-01 | 274.727543033317 |
| 2016-01-01 | 273.260433733922 |
| 2016-02-01 | 273.756632961852 |
| 2016-03-01 | 275.196301140812 |
| 2016-04-01 | 274.959535993008 |
| 2016-05-01 | 274.799041221328 |
| 2016-06-01 | 274.796853461765 |
| 2016-07-01 | 276.778193546853 |
| 2016-08-01 | 277.093666485770 |
| 2016-09-01 | 278.411324805833 |
| 2016-10-01 | 278.913030253168 |
| 2016-11-01 | 278.839939099502 |
| 2016-12-01 | 279.216909269858 |
| 2017-01-01 | 279.613543427622 |
| 2017-02-01 | 279.656157715444 |
| 2017-03-01 | 279.014026629684 |
| 2017-04-01 | 279.073857346956 |
| 2017-05-01 | 279.348985899948 |
| 2017-06-01 | 279.686493171421 |
| 2017-07-01 | 279.861281247805 |
| 2017-08-01 | 279.948327294417 |
| 2017-09-01 | 280.709531546093 |
| 2017-10-01 | 280.051574846706 |
| 2017-11-01 | 280.846610327503 |
| 2017-12-01 | 281.106489832614 |
| 2018-01-01 | 281.502128042131 |
| 2018-02-01 | 282.556680952003 |
| 2018-03-01 | 281.833345051548 |
| 2018-04-01 | 283.048397357593 |
| 2018-05-01 | 283.319997858014 |
| 2018-06-01 | 283.378752484642 |
| 2018-07-01 | 282.877837358170 |
| 2018-08-01 | 283.208230110551 |
| 2018-09-01 | 283.240134690817 |
| 2018-10-01 | 284.304461206102 |
| 2018-11-01 | 284.342832612909 |
| 2018-12-01 | 284.714806584113 |
| 2019-01-01 | 285.291231259349 |
| 2019-02-01 | 285.391279672959 |
| 2019-03-01 | 286.059593404739 |
| 2019-04-01 | 285.893597040772 |
| 2019-05-01 | 286.569596774387 |
| 2019-06-01 | 286.426006994170 |
| 2019-07-01 | 287.158832521495 |
| 2019-08-01 | 288.037084459084 |
| 2019-09-01 | 287.375213958707 |
| 2019-10-01 | 288.305369539366 |
| 2019-11-01 | 289.563914533337 |
| 2019-12-01 | 290.236239997505 |
| 2020-01-01 | 289.705856453387 |
| 2020-02-01 | 289.505491688509 |
| 2020-03-01 | 286.262097167774 |
| 2020-04-01 | 228.511733810117 |
| 2020-05-01 | 239.257730121037 |
| 2020-06-01 | 249.920628639721 |
| 2020-07-01 | 261.195703527139 |
| 2020-08-01 | 262.361995905123 |
| 2020-09-01 | 265.114934461304 |
| 2020-10-01 | 270.055284756092 |
| 2020-11-01 | 271.095215379636 |
| 2020-12-01 | 271.204708077447 |
| 2021-01-01 | 273.219298133446 |
| 2021-02-01 | 274.696584035409 |
| 2021-03-01 | 275.726407326837 |
| 2021-04-01 | 275.981085420900 |
| 2021-05-01 | 276.301795469403 |
| 2021-06-01 | 277.569714916240 |
| 2021-07-01 | 279.827352359634 |
| 2021-08-01 | 279.835832943168 |
| 2021-09-01 | 280.902867921356 |
| 2021-10-01 | 285.302927275401 |
| 2021-11-01 | 285.973187818397 |
| 2021-12-01 | 286.775916648768 |
| 2022-01-01 | 285.842994447960 |
| 2022-02-01 | 289.204357329824 |
| 2022-03-01 | 289.499016755609 |
| 2022-04-01 | 290.812250648546 |
| 2022-05-01 | 291.055524870265 |
| 2022-06-01 | 291.406224762407 |
| 2022-07-01 | 293.147601979083 |
| 2022-08-01 | 293.700553600818 |
| 2022-09-01 | 293.687729682234 |
| 2022-10-01 | 294.008267858588 |
| 2022-11-01 | 293.870805254016 |
| 2022-12-01 | 294.688004334164 |
| 2023-01-01 | 296.315702266067 |
| 2023-02-01 | 296.000604436833 |
| 2023-03-01 | 295.977993348068 |
| 2023-04-01 | 296.029032330098 |
| 2023-05-01 | 295.526704646195 |
| 2023-06-01 | 296.266021450156 |
| 2023-07-01 | 294.296207359419 |
| 2023-08-01 | 294.346492118327 |
| 2023-09-01 | 296.161342432049 |
| 2023-10-01 | 296.311326559723 |
| 2023-11-01 | 296.626666057048 |
| 2023-12-01 | 297.743404463261 |
| 2024-01-01 | 298.376834922142 |
| 2024-02-01 | 298.903726136124 |
| 2024-03-01 | 299.997416866433 |
| 2024-04-01 | 300.315127723721 |
| 2024-05-01 | 300.860889295393 |
| 2024-06-01 | 300.979920583960 |
| 2024-07-01 | 301.169292684177 |
| 2024-08-01 | 300.680461044781 |
| 2024-09-01 | 302.540405578630 |
| 2024-10-01 | 303.598788330821 |
| 2024-11-01 | 304.321756288385 |
| 2024-12-01 | 304.822062488358 |
| 2025-01-01 | 305.021068197037 |
| 2025-02-01 | 305.207644163245 |
| 2025-03-01 | 305.230016859529 |
| 2025-04-01 | 305.505634809653 |
| 2025-05-01 | 306.893793754908 |
| 2025-06-01 | 307.932461313858 |
| 2025-07-01 | 308.459895658457 |
| 2025-08-01 | 308.929394015494 |
| 2025-09-01 | 307.816593918197 |
| 2025-10-01 | 307.884194184612 |
| 2025-11-01 | 307.879679192265 |
| 2025-12-01 | 307.868500235297 |