Table Data - All Employees: Service-Providing in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Service-Providing in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | SMU42109000700000001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 11:33 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 | 206.3843098931 |
| 1990-02-01 | 205.8922484121 |
| 1990-03-01 | 206.6376592872 |
| 1990-04-01 | 206.2023848056 |
| 1990-05-01 | 206.5479643559 |
| 1990-06-01 | 207.2937811001 |
| 1990-07-01 | 207.3159916111 |
| 1990-08-01 | 207.9584655223 |
| 1990-09-01 | 207.6930594042 |
| 1990-10-01 | 208.3577923067 |
| 1990-11-01 | 207.9610935521 |
| 1990-12-01 | 207.7259745143 |
| 1991-01-01 | 207.3729394988 |
| 1991-02-01 | 207.4386169031 |
| 1991-03-01 | 207.2248490925 |
| 1991-04-01 | 205.7607512953 |
| 1991-05-01 | 206.2390557210 |
| 1991-06-01 | 207.9540522578 |
| 1991-07-01 | 207.6182075573 |
| 1991-08-01 | 207.9876181545 |
| 1991-09-01 | 207.8766967578 |
| 1991-10-01 | 205.5882527278 |
| 1991-11-01 | 206.3186530883 |
| 1991-12-01 | 207.1871602960 |
| 1992-01-01 | 207.1286321592 |
| 1992-02-01 | 207.8457325646 |
| 1992-03-01 | 207.5724547573 |
| 1992-04-01 | 209.0090363580 |
| 1992-05-01 | 209.0864054308 |
| 1992-06-01 | 207.9473407559 |
| 1992-07-01 | 208.8479267344 |
| 1992-08-01 | 208.6186209024 |
| 1992-09-01 | 208.7092477815 |
| 1992-10-01 | 210.0254771411 |
| 1992-11-01 | 210.5015646058 |
| 1992-12-01 | 210.4570789101 |
| 1993-01-01 | 211.7304930323 |
| 1993-02-01 | 213.2249763702 |
| 1993-03-01 | 211.2505862855 |
| 1993-04-01 | 212.5163184652 |
| 1993-05-01 | 213.4031391271 |
| 1993-06-01 | 213.1347503805 |
| 1993-07-01 | 212.6837742169 |
| 1993-08-01 | 213.0972023809 |
| 1993-09-01 | 214.0616306045 |
| 1993-10-01 | 215.3021573615 |
| 1993-11-01 | 216.0576679058 |
| 1993-12-01 | 216.5628003567 |
| 1994-01-01 | 214.3187358186 |
| 1994-02-01 | 215.1618666082 |
| 1994-03-01 | 216.5061783198 |
| 1994-04-01 | 217.1219455386 |
| 1994-05-01 | 216.7326821889 |
| 1994-06-01 | 217.8272948543 |
| 1994-07-01 | 219.7826522422 |
| 1994-08-01 | 220.5536045764 |
| 1994-09-01 | 219.9979240010 |
| 1994-10-01 | 218.9901732033 |
| 1994-11-01 | 219.6045614016 |
| 1994-12-01 | 219.6207055377 |
| 1995-01-01 | 219.5208551476 |
| 1995-02-01 | 219.9434915033 |
| 1995-03-01 | 221.0389157472 |
| 1995-04-01 | 220.1414501525 |
| 1995-05-01 | 220.3199071388 |
| 1995-06-01 | 220.7394023095 |
| 1995-07-01 | 220.2364732910 |
| 1995-08-01 | 219.9526715618 |
| 1995-09-01 | 221.7833758085 |
| 1995-10-01 | 222.0910410384 |
| 1995-11-01 | 222.6537015489 |
| 1995-12-01 | 223.4967394994 |
| 1996-01-01 | 220.8666161462 |
| 1996-02-01 | 223.9256311314 |
| 1996-03-01 | 223.7208559943 |
| 1996-04-01 | 224.7335917051 |
| 1996-05-01 | 224.9622258477 |
| 1996-06-01 | 225.0103953878 |
| 1996-07-01 | 224.8601365111 |
| 1996-08-01 | 225.6697734964 |
| 1996-09-01 | 226.1881632684 |
| 1996-10-01 | 226.7303471650 |
| 1996-11-01 | 227.3265717852 |
| 1996-12-01 | 227.4978768241 |
| 1997-01-01 | 228.5404581673 |
| 1997-02-01 | 228.9974634284 |
| 1997-03-01 | 228.9972808678 |
| 1997-04-01 | 229.1844445249 |
| 1997-05-01 | 230.2936664544 |
| 1997-06-01 | 230.7770965851 |
| 1997-07-01 | 231.2324469299 |
| 1997-08-01 | 231.4491941782 |
| 1997-09-01 | 231.3716361885 |
| 1997-10-01 | 234.3462471027 |
| 1997-11-01 | 234.2910264799 |
| 1997-12-01 | 235.1262617945 |
| 1998-01-01 | 236.0008238313 |
| 1998-02-01 | 236.7958023195 |
| 1998-03-01 | 237.7256689107 |
| 1998-04-01 | 238.5209257839 |
| 1998-05-01 | 240.4126199638 |
| 1998-06-01 | 238.5653202081 |
| 1998-07-01 | 239.6427966857 |
| 1998-08-01 | 240.2573018829 |
| 1998-09-01 | 240.2758167870 |
| 1998-10-01 | 240.0864741954 |
| 1998-11-01 | 240.3142113455 |
| 1998-12-01 | 240.6198391441 |
| 1999-01-01 | 239.6266941837 |
| 1999-02-01 | 242.2828120556 |
| 1999-03-01 | 242.5425684055 |
| 1999-04-01 | 243.8864841188 |
| 1999-05-01 | 243.9672834409 |
| 1999-06-01 | 244.9639791292 |
| 1999-07-01 | 246.5279996574 |
| 1999-08-01 | 248.1912923303 |
| 1999-09-01 | 246.9833903794 |
| 1999-10-01 | 248.0845750208 |
| 1999-11-01 | 248.4468807081 |
| 1999-12-01 | 249.4534761677 |
| 2000-01-01 | 249.9699371333 |
| 2000-02-01 | 251.0841926595 |
| 2000-03-01 | 251.3223368291 |
| 2000-04-01 | 252.4582294467 |
| 2000-05-01 | 253.7400255341 |
| 2000-06-01 | 254.9414686889 |
| 2000-07-01 | 255.7083690181 |
| 2000-08-01 | 255.1845684040 |
| 2000-09-01 | 253.3766996308 |
| 2000-10-01 | 254.9272302230 |
| 2000-11-01 | 255.8719912044 |
| 2000-12-01 | 256.5220020935 |
| 2001-01-01 | 256.9575020359 |
| 2001-02-01 | 256.8134381858 |
| 2001-03-01 | 257.4709617885 |
| 2001-04-01 | 255.5400722275 |
| 2001-05-01 | 256.0626945553 |
| 2001-06-01 | 256.9987874304 |
| 2001-07-01 | 257.1942816861 |
| 2001-08-01 | 258.4980189558 |
| 2001-09-01 | 256.4968996312 |
| 2001-10-01 | 256.7737389873 |
| 2001-11-01 | 257.1110813690 |
| 2001-12-01 | 257.2568135081 |
| 2002-01-01 | 257.9425503684 |
| 2002-02-01 | 257.6897568844 |
| 2002-03-01 | 258.6035350626 |
| 2002-04-01 | 257.7149947633 |
| 2002-05-01 | 258.2664281417 |
| 2002-06-01 | 258.2789403836 |
| 2002-07-01 | 260.3373836680 |
| 2002-08-01 | 261.8053731339 |
| 2002-09-01 | 262.5007131237 |
| 2002-10-01 | 262.6052692564 |
| 2002-11-01 | 262.5251990327 |
| 2002-12-01 | 263.3230312538 |
| 2003-01-01 | 265.3363902527 |
| 2003-02-01 | 264.4845254537 |
| 2003-03-01 | 264.6122435259 |
| 2003-04-01 | 265.6607864398 |
| 2003-05-01 | 266.5298485566 |
| 2003-06-01 | 266.5012885844 |
| 2003-07-01 | 265.1120575280 |
| 2003-08-01 | 266.0377260804 |
| 2003-09-01 | 269.0813987311 |
| 2003-10-01 | 269.6059981325 |
| 2003-11-01 | 270.3259406686 |
| 2003-12-01 | 270.7536972402 |
| 2004-01-01 | 269.8294267605 |
| 2004-02-01 | 270.6161641476 |
| 2004-03-01 | 271.1420613616 |
| 2004-04-01 | 271.9235649316 |
| 2004-05-01 | 272.0220299152 |
| 2004-06-01 | 272.5238854944 |
| 2004-07-01 | 270.7450138942 |
| 2004-08-01 | 270.4571491474 |
| 2004-09-01 | 271.2720152164 |
| 2004-10-01 | 273.6389977154 |
| 2004-11-01 | 273.1996919276 |
| 2004-12-01 | 272.8346432357 |
| 2005-01-01 | 273.4679206998 |
| 2005-02-01 | 275.0635684381 |
| 2005-03-01 | 274.8051015987 |
| 2005-04-01 | 277.6411351593 |
| 2005-05-01 | 277.1705213732 |
| 2005-06-01 | 277.1815798002 |
| 2005-07-01 | 278.6808255012 |
| 2005-08-01 | 277.9751710519 |
| 2005-09-01 | 278.9608406365 |
| 2005-10-01 | 278.8076081689 |
| 2005-11-01 | 279.7420267518 |
| 2005-12-01 | 279.9880122667 |
| 2006-01-01 | 281.5563491673 |
| 2006-02-01 | 282.0243835885 |
| 2006-03-01 | 283.3325112944 |
| 2006-04-01 | 283.4426329300 |
| 2006-05-01 | 283.3300653261 |
| 2006-06-01 | 283.6512213504 |
| 2006-07-01 | 283.8837887949 |
| 2006-08-01 | 285.3660741938 |
| 2006-09-01 | 286.3736461922 |
| 2006-10-01 | 286.1679132218 |
| 2006-11-01 | 286.2327795502 |
| 2006-12-01 | 286.5370452900 |
| 2007-01-01 | 286.4226603733 |
| 2007-02-01 | 286.0192817051 |
| 2007-03-01 | 287.0782421756 |
| 2007-04-01 | 286.0785211634 |
| 2007-05-01 | 287.2255666730 |
| 2007-06-01 | 288.3651567007 |
| 2007-07-01 | 288.1986744273 |
| 2007-08-01 | 288.2017188813 |
| 2007-09-01 | 288.3213285664 |
| 2007-10-01 | 289.4932740547 |
| 2007-11-01 | 289.5369259495 |
| 2007-12-01 | 289.9192678235 |
| 2008-01-01 | 289.5833880711 |
| 2008-02-01 | 289.2141229035 |
| 2008-03-01 | 288.8371589727 |
| 2008-04-01 | 288.2519460475 |
| 2008-05-01 | 288.5828524596 |
| 2008-06-01 | 288.8384291645 |
| 2008-07-01 | 289.6066543795 |
| 2008-08-01 | 289.5016612888 |
| 2008-09-01 | 288.1947465648 |
| 2008-10-01 | 287.9398890107 |
| 2008-11-01 | 286.2667759057 |
| 2008-12-01 | 286.7297846954 |
| 2009-01-01 | 285.5680874113 |
| 2009-02-01 | 285.2650689148 |
| 2009-03-01 | 284.1752915841 |
| 2009-04-01 | 282.5005866372 |
| 2009-05-01 | 284.3931760488 |
| 2009-06-01 | 283.5603380708 |
| 2009-07-01 | 284.0870709866 |
| 2009-08-01 | 284.3318157931 |
| 2009-09-01 | 283.6027862850 |
| 2009-10-01 | 284.1940928228 |
| 2009-11-01 | 284.5577901116 |
| 2009-12-01 | 284.0108441728 |
| 2010-01-01 | 284.2911836549 |
| 2010-02-01 | 284.6431770137 |
| 2010-03-01 | 285.4456114176 |
| 2010-04-01 | 286.0152469934 |
| 2010-05-01 | 287.0297944808 |
| 2010-06-01 | 286.3487955619 |
| 2010-07-01 | 285.6853002069 |
| 2010-08-01 | 286.1198589290 |
| 2010-09-01 | 286.5083792468 |
| 2010-10-01 | 287.1692740682 |
| 2010-11-01 | 287.8613709619 |
| 2010-12-01 | 290.1609747077 |
| 2011-01-01 | 288.5459799618 |
| 2011-02-01 | 289.4384194141 |
| 2011-03-01 | 290.0078903425 |
| 2011-04-01 | 291.3864299419 |
| 2011-05-01 | 291.8145787253 |
| 2011-06-01 | 292.4389787827 |
| 2011-07-01 | 293.2899089846 |
| 2011-08-01 | 293.0909545108 |
| 2011-09-01 | 293.7960498603 |
| 2011-10-01 | 293.9012405139 |
| 2011-11-01 | 294.0442273953 |
| 2011-12-01 | 295.7332078731 |
| 2012-01-01 | 296.2496182235 |
| 2012-02-01 | 297.7851934923 |
| 2012-03-01 | 298.1764515206 |
| 2012-04-01 | 297.9164760028 |
| 2012-05-01 | 297.6116807622 |
| 2012-06-01 | 297.3661164827 |
| 2012-07-01 | 296.7134816469 |
| 2012-08-01 | 297.1580019230 |
| 2012-09-01 | 298.2042264758 |
| 2012-10-01 | 297.8002372568 |
| 2012-11-01 | 297.8421102265 |
| 2012-12-01 | 297.9456889242 |
| 2013-01-01 | 299.3570317891 |
| 2013-02-01 | 299.7428448886 |
| 2013-03-01 | 299.7173276849 |
| 2013-04-01 | 299.7464866331 |
| 2013-05-01 | 299.7987087541 |
| 2013-06-01 | 300.9251913798 |
| 2013-07-01 | 301.1209653739 |
| 2013-08-01 | 301.7963709001 |
| 2013-09-01 | 301.7017491170 |
| 2013-10-01 | 300.5961944116 |
| 2013-11-01 | 301.3683331627 |
| 2013-12-01 | 300.8803646380 |
| 2014-01-01 | 301.6568041399 |
| 2014-02-01 | 300.7860086489 |
| 2014-03-01 | 301.4098092429 |
| 2014-04-01 | 302.9842998949 |
| 2014-05-01 | 304.1430163292 |
| 2014-06-01 | 304.3999870507 |
| 2014-07-01 | 303.5134569605 |
| 2014-08-01 | 304.6372989929 |
| 2014-09-01 | 305.0515371843 |
| 2014-10-01 | 306.3489874406 |
| 2014-11-01 | 306.3723168921 |
| 2014-12-01 | 307.6820235927 |
| 2015-01-01 | 306.0448539668 |
| 2015-02-01 | 305.8976494896 |
| 2015-03-01 | 305.8755918997 |
| 2015-04-01 | 306.6831339241 |
| 2015-05-01 | 308.0155170523 |
| 2015-06-01 | 308.1547894431 |
| 2015-07-01 | 309.8990329092 |
| 2015-08-01 | 310.4692603213 |
| 2015-09-01 | 310.3570487105 |
| 2015-10-01 | 311.6732392382 |
| 2015-11-01 | 312.3611682229 |
| 2015-12-01 | 313.5318932238 |
| 2016-01-01 | 312.2461091368 |
| 2016-02-01 | 313.0660773547 |
| 2016-03-01 | 314.5700242803 |
| 2016-04-01 | 314.3495148001 |
| 2016-05-01 | 314.0795319655 |
| 2016-06-01 | 314.0655852847 |
| 2016-07-01 | 316.7786915653 |
| 2016-08-01 | 316.5677143214 |
| 2016-09-01 | 317.8511472575 |
| 2016-10-01 | 318.1285897067 |
| 2016-11-01 | 318.0166457328 |
| 2016-12-01 | 318.2327798343 |
| 2017-01-01 | 318.5347955758 |
| 2017-02-01 | 318.3936012645 |
| 2017-03-01 | 318.2698549304 |
| 2017-04-01 | 318.4836221983 |
| 2017-05-01 | 318.8129533007 |
| 2017-06-01 | 318.9814088021 |
| 2017-07-01 | 319.4314874031 |
| 2017-08-01 | 319.1697042799 |
| 2017-09-01 | 320.6073525677 |
| 2017-10-01 | 319.5716595640 |
| 2017-11-01 | 319.9806459231 |
| 2017-12-01 | 320.1950202866 |
| 2018-01-01 | 320.5049026097 |
| 2018-02-01 | 321.9192482795 |
| 2018-03-01 | 321.4402754999 |
| 2018-04-01 | 323.0007792843 |
| 2018-05-01 | 323.3115357160 |
| 2018-06-01 | 323.5322473981 |
| 2018-07-01 | 322.5468589033 |
| 2018-08-01 | 323.1191167227 |
| 2018-09-01 | 323.3937928362 |
| 2018-10-01 | 323.9269885744 |
| 2018-11-01 | 323.8530805046 |
| 2018-12-01 | 324.2833962844 |
| 2019-01-01 | 325.2744915864 |
| 2019-02-01 | 325.1620368852 |
| 2019-03-01 | 326.4260124876 |
| 2019-04-01 | 326.4127717260 |
| 2019-05-01 | 327.1810217130 |
| 2019-06-01 | 327.2461319950 |
| 2019-07-01 | 327.5660930807 |
| 2019-08-01 | 328.7177527952 |
| 2019-09-01 | 327.7419109533 |
| 2019-10-01 | 327.8650504250 |
| 2019-11-01 | 328.8352753958 |
| 2019-12-01 | 329.6321177121 |
| 2020-01-01 | 329.2073773699 |
| 2020-02-01 | 328.9979607507 |
| 2020-03-01 | 326.5369475821 |
| 2020-04-01 | 266.4595038618 |
| 2020-05-01 | 276.4220752555 |
| 2020-06-01 | 286.9998606644 |
| 2020-07-01 | 298.5129629664 |
| 2020-08-01 | 300.4346858385 |
| 2020-09-01 | 303.4807592278 |
| 2020-10-01 | 307.5131317609 |
| 2020-11-01 | 308.0096251790 |
| 2020-12-01 | 308.0627523353 |
| 2021-01-01 | 309.6492033536 |
| 2021-02-01 | 311.3569706634 |
| 2021-03-01 | 313.3452512184 |
| 2021-04-01 | 313.8871213067 |
| 2021-05-01 | 314.4692433792 |
| 2021-06-01 | 316.1594979255 |
| 2021-07-01 | 318.5752942313 |
| 2021-08-01 | 318.7868711055 |
| 2021-09-01 | 319.1107336442 |
| 2021-10-01 | 322.5404397987 |
| 2021-11-01 | 322.9336256600 |
| 2021-12-01 | 324.0902231283 |
| 2022-01-01 | 323.4343278596 |
| 2022-02-01 | 326.5166860663 |
| 2022-03-01 | 327.3974621244 |
| 2022-04-01 | 329.0352348629 |
| 2022-05-01 | 329.4136154799 |
| 2022-06-01 | 330.0595265270 |
| 2022-07-01 | 332.0279452064 |
| 2022-08-01 | 332.5294642073 |
| 2022-09-01 | 331.9059060295 |
| 2022-10-01 | 331.4267268547 |
| 2022-11-01 | 331.0578444595 |
| 2022-12-01 | 332.1865190713 |
| 2023-01-01 | 334.3972283732 |
| 2023-02-01 | 333.8094864177 |
| 2023-03-01 | 334.3329986613 |
| 2023-04-01 | 334.5371642167 |
| 2023-05-01 | 334.2864926299 |
| 2023-06-01 | 335.5070114834 |
| 2023-07-01 | 333.4138395228 |
| 2023-08-01 | 333.2388516193 |
| 2023-09-01 | 334.7924325920 |
| 2023-10-01 | 334.4754003655 |
| 2023-11-01 | 335.0846007643 |
| 2023-12-01 | 336.5088495673 |
| 2024-01-01 | 337.5919540056 |
| 2024-02-01 | 338.0061326584 |
| 2024-03-01 | 339.3406845368 |
| 2024-04-01 | 339.8816844211 |
| 2024-05-01 | 341.3191951647 |
| 2024-06-01 | 341.4385313801 |
| 2024-07-01 | 341.7465342125 |
| 2024-08-01 | 342.9860469712 |
| 2024-09-01 | 343.4111751729 |
| 2024-10-01 | 343.4401538165 |
| 2024-11-01 | 343.7292059208 |
| 2024-12-01 | 344.3830021242 |
| 2025-01-01 | 344.7936377619 |
| 2025-02-01 | 346.1265292202 |
| 2025-03-01 | 346.7640751795 |
| 2025-04-01 | 346.7034417734 |
| 2025-05-01 | 347.3790627085 |
| 2025-06-01 | 348.3811808542 |
| 2025-07-01 | 348.3116754929 |
| 2025-08-01 | 348.9354049569 |
| 2025-09-01 | 348.7650833585 |
| 2025-10-01 | 349.3928908371 |
| 2025-11-01 | 349.5274707961 |
| 2025-12-01 | 349.9809798880 |
| 2026-01-01 | 349.9726713843 |
| 2026-02-01 | 348.4492135263 |
| 2026-03-01 | 349.8138951136 |
| 2026-04-01 | 351.1661912939 |
| 2026-05-01 | 351.5483195073 |
| 2026-06-01 | 352.6721889638 |
| 2026-07-01 | 353.9370417600 |
| 2026-08-01 | 354.3698421889 |