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 2026-09-01 |
| Last Updated | 2026-10-20 10:43 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 | 206.3842486417 |
| 1990-02-01 | 205.8923420607 |
| 1990-03-01 | 206.6377848229 |
| 1990-04-01 | 206.2024403317 |
| 1990-05-01 | 206.5479431327 |
| 1990-06-01 | 207.2937483442 |
| 1990-07-01 | 207.3159667148 |
| 1990-08-01 | 207.9584577008 |
| 1990-09-01 | 207.6930597424 |
| 1990-10-01 | 208.3578358883 |
| 1990-11-01 | 207.9610655638 |
| 1990-12-01 | 207.7259017631 |
| 1991-01-01 | 207.3727574434 |
| 1991-02-01 | 207.4387145424 |
| 1991-03-01 | 207.2250101464 |
| 1991-04-01 | 205.7607942747 |
| 1991-05-01 | 206.2390516957 |
| 1991-06-01 | 207.9540217822 |
| 1991-07-01 | 207.6181994419 |
| 1991-08-01 | 207.9876135298 |
| 1991-09-01 | 207.8767302045 |
| 1991-10-01 | 205.5883155812 |
| 1991-11-01 | 206.3186360128 |
| 1991-12-01 | 207.1870792772 |
| 1992-01-01 | 207.1282867944 |
| 1992-02-01 | 207.8457932809 |
| 1992-03-01 | 207.5726864875 |
| 1992-04-01 | 209.0090721940 |
| 1992-05-01 | 209.0864333751 |
| 1992-06-01 | 207.9473196929 |
| 1992-07-01 | 208.8479472490 |
| 1992-08-01 | 208.6186449470 |
| 1992-09-01 | 208.7093160290 |
| 1992-10-01 | 210.0255759867 |
| 1992-11-01 | 210.5016169284 |
| 1992-12-01 | 210.4570957636 |
| 1993-01-01 | 211.7295821388 |
| 1993-02-01 | 213.2250921350 |
| 1993-03-01 | 211.2509292052 |
| 1993-04-01 | 212.5163688642 |
| 1993-05-01 | 213.4032167842 |
| 1993-06-01 | 213.1347680723 |
| 1993-07-01 | 212.6838344163 |
| 1993-08-01 | 213.0972482818 |
| 1993-09-01 | 214.0617386525 |
| 1993-10-01 | 215.3022883238 |
| 1993-11-01 | 216.0577793143 |
| 1993-12-01 | 216.5628849219 |
| 1994-01-01 | 214.3173204568 |
| 1994-02-01 | 215.1620236217 |
| 1994-03-01 | 216.5066163989 |
| 1994-04-01 | 217.1220112792 |
| 1994-05-01 | 216.7328017004 |
| 1994-06-01 | 217.8273592981 |
| 1994-07-01 | 219.7827497597 |
| 1994-08-01 | 220.5536831069 |
| 1994-09-01 | 219.9980532141 |
| 1994-10-01 | 218.9903316861 |
| 1994-11-01 | 219.6047331578 |
| 1994-12-01 | 219.6208858433 |
| 1995-01-01 | 219.5189603280 |
| 1995-02-01 | 219.9436984800 |
| 1995-03-01 | 221.0393778062 |
| 1995-04-01 | 220.1415555067 |
| 1995-05-01 | 220.3200724934 |
| 1995-06-01 | 220.7395301705 |
| 1995-07-01 | 220.2365924793 |
| 1995-08-01 | 219.9527457081 |
| 1995-09-01 | 221.7835102185 |
| 1995-10-01 | 222.0912002290 |
| 1995-11-01 | 222.6538625750 |
| 1995-12-01 | 223.4969011437 |
| 1996-01-01 | 220.8647643754 |
| 1996-02-01 | 223.9257901189 |
| 1996-03-01 | 223.7212548748 |
| 1996-04-01 | 224.7337273902 |
| 1996-05-01 | 224.9624038581 |
| 1996-06-01 | 225.0105567974 |
| 1996-07-01 | 224.8602562312 |
| 1996-08-01 | 225.6698557053 |
| 1996-09-01 | 226.1882666503 |
| 1996-10-01 | 226.7304894973 |
| 1996-11-01 | 227.3267265304 |
| 1996-12-01 | 227.4980667131 |
| 1997-01-01 | 228.5386715820 |
| 1997-02-01 | 228.9976384861 |
| 1997-03-01 | 228.9975855354 |
| 1997-04-01 | 229.1845976817 |
| 1997-05-01 | 230.2938301299 |
| 1997-06-01 | 230.7772814189 |
| 1997-07-01 | 231.2325527305 |
| 1997-08-01 | 231.4492536711 |
| 1997-09-01 | 231.3717031033 |
| 1997-10-01 | 234.3463505383 |
| 1997-11-01 | 234.2911161754 |
| 1997-12-01 | 235.1263628969 |
| 1998-01-01 | 235.9995564379 |
| 1998-02-01 | 236.7959148465 |
| 1998-03-01 | 237.7258508246 |
| 1998-04-01 | 238.5210578608 |
| 1998-05-01 | 240.4127476222 |
| 1998-06-01 | 238.5654824745 |
| 1998-07-01 | 239.6428761313 |
| 1998-08-01 | 240.2573476208 |
| 1998-09-01 | 240.2758475828 |
| 1998-10-01 | 240.0865373802 |
| 1998-11-01 | 240.3142489200 |
| 1998-12-01 | 240.6198759813 |
| 1999-01-01 | 239.6259511159 |
| 1999-02-01 | 242.2828669835 |
| 1999-03-01 | 242.5426428267 |
| 1999-04-01 | 243.8865837645 |
| 1999-05-01 | 243.9673727705 |
| 1999-06-01 | 244.9641053585 |
| 1999-07-01 | 246.5280519020 |
| 1999-08-01 | 248.1913072541 |
| 1999-09-01 | 246.9834037743 |
| 1999-10-01 | 248.0846025995 |
| 1999-11-01 | 248.4468652578 |
| 1999-12-01 | 249.4534312599 |
| 2000-01-01 | 249.9697031723 |
| 2000-02-01 | 251.0841593626 |
| 2000-03-01 | 251.3223460891 |
| 2000-04-01 | 252.4582907720 |
| 2000-05-01 | 253.7400781991 |
| 2000-06-01 | 254.9415377219 |
| 2000-07-01 | 255.7083992685 |
| 2000-08-01 | 255.1845811381 |
| 2000-09-01 | 253.3766979786 |
| 2000-10-01 | 254.9272363749 |
| 2000-11-01 | 255.8719849205 |
| 2000-12-01 | 256.5219914508 |
| 2001-01-01 | 256.9573667186 |
| 2001-02-01 | 256.8134334161 |
| 2001-03-01 | 257.4709689978 |
| 2001-04-01 | 255.5401051821 |
| 2001-05-01 | 256.0627143455 |
| 2001-06-01 | 256.9988216807 |
| 2001-07-01 | 257.1943002692 |
| 2001-08-01 | 258.4980239523 |
| 2001-09-01 | 256.4968952319 |
| 2001-10-01 | 256.7737349913 |
| 2001-11-01 | 257.1110787576 |
| 2001-12-01 | 257.2568124075 |
| 2002-01-01 | 257.9424867048 |
| 2002-02-01 | 257.6897583282 |
| 2002-03-01 | 258.6035383652 |
| 2002-04-01 | 257.7150152988 |
| 2002-05-01 | 258.2664348203 |
| 2002-06-01 | 258.2789507771 |
| 2002-07-01 | 260.3373954337 |
| 2002-08-01 | 261.8053752225 |
| 2002-09-01 | 262.5007112438 |
| 2002-10-01 | 262.6052669222 |
| 2002-11-01 | 262.5251942525 |
| 2002-12-01 | 263.3230232568 |
| 2003-01-01 | 265.3363786978 |
| 2003-02-01 | 264.4845192726 |
| 2003-03-01 | 264.6122420863 |
| 2003-04-01 | 265.6607993622 |
| 2003-05-01 | 266.5298519856 |
| 2003-06-01 | 266.5012944142 |
| 2003-07-01 | 265.1120629327 |
| 2003-08-01 | 266.0377246901 |
| 2003-09-01 | 269.0813969477 |
| 2003-10-01 | 269.6059963541 |
| 2003-11-01 | 270.3259382884 |
| 2003-12-01 | 270.7536944918 |
| 2004-01-01 | 269.8294216700 |
| 2004-02-01 | 270.6161628268 |
| 2004-03-01 | 271.1420612550 |
| 2004-04-01 | 271.9235711560 |
| 2004-05-01 | 272.0220309883 |
| 2004-06-01 | 272.5238888841 |
| 2004-07-01 | 270.7450145243 |
| 2004-08-01 | 270.4571473474 |
| 2004-09-01 | 271.2720141862 |
| 2004-10-01 | 273.6389970161 |
| 2004-11-01 | 273.1996911714 |
| 2004-12-01 | 272.8346427727 |
| 2005-01-01 | 273.4679187621 |
| 2005-02-01 | 275.0635687765 |
| 2005-03-01 | 274.8051023138 |
| 2005-04-01 | 277.6411360201 |
| 2005-05-01 | 277.1705220373 |
| 2005-06-01 | 277.1815815776 |
| 2005-07-01 | 278.6808258770 |
| 2005-08-01 | 277.9751688063 |
| 2005-09-01 | 278.9608404906 |
| 2005-10-01 | 278.8076083499 |
| 2005-11-01 | 279.7420265546 |
| 2005-12-01 | 279.9880122135 |
| 2006-01-01 | 281.5563483531 |
| 2006-02-01 | 282.0243837737 |
| 2006-03-01 | 283.3325115649 |
| 2006-04-01 | 283.4426333635 |
| 2006-05-01 | 283.3300657453 |
| 2006-06-01 | 283.6512217002 |
| 2006-07-01 | 283.8837891354 |
| 2006-08-01 | 285.3660728155 |
| 2006-09-01 | 286.3736461585 |
| 2006-10-01 | 286.1679134587 |
| 2006-11-01 | 286.2327795381 |
| 2006-12-01 | 286.5370452787 |
| 2007-01-01 | 286.4226603806 |
| 2007-02-01 | 286.0192817057 |
| 2007-03-01 | 287.0782421916 |
| 2007-04-01 | 286.0785212941 |
| 2007-05-01 | 287.2255668033 |
| 2007-06-01 | 288.3651568076 |
| 2007-07-01 | 288.1986744893 |
| 2007-08-01 | 288.2017182862 |
| 2007-09-01 | 288.3213285595 |
| 2007-10-01 | 289.4932742076 |
| 2007-11-01 | 289.5369259957 |
| 2007-12-01 | 289.9192678764 |
| 2008-01-01 | 289.5833881151 |
| 2008-02-01 | 289.2141229197 |
| 2008-03-01 | 288.8371589623 |
| 2008-04-01 | 288.2519460496 |
| 2008-05-01 | 288.5828524362 |
| 2008-06-01 | 288.8384291002 |
| 2008-07-01 | 289.6066543078 |
| 2008-08-01 | 289.5016612464 |
| 2008-09-01 | 288.1947466081 |
| 2008-10-01 | 287.9398891536 |
| 2008-11-01 | 286.2667761406 |
| 2008-12-01 | 286.7297847063 |
| 2009-01-01 | 285.5680872775 |
| 2009-02-01 | 285.2650687268 |
| 2009-03-01 | 284.1752914807 |
| 2009-04-01 | 282.5005865743 |
| 2009-05-01 | 284.3931760135 |
| 2009-06-01 | 283.5603380100 |
| 2009-07-01 | 284.0870709735 |
| 2009-08-01 | 284.3318159893 |
| 2009-09-01 | 283.6027866534 |
| 2009-10-01 | 284.1940933165 |
| 2009-11-01 | 284.5577904499 |
| 2009-12-01 | 284.0108435725 |
| 2010-01-01 | 284.2911829309 |
| 2010-02-01 | 284.6431763372 |
| 2010-03-01 | 285.4456111675 |
| 2010-04-01 | 286.0152469726 |
| 2010-05-01 | 287.0297945593 |
| 2010-06-01 | 286.3487957070 |
| 2010-07-01 | 285.6853007476 |
| 2010-08-01 | 286.1198609893 |
| 2010-09-01 | 286.5083818829 |
| 2010-10-01 | 287.1692751729 |
| 2010-11-01 | 287.8613695059 |
| 2010-12-01 | 290.1609707551 |
| 2011-01-01 | 288.5459769120 |
| 2011-02-01 | 289.4384100079 |
| 2011-03-01 | 290.0078934629 |
| 2011-04-01 | 291.3864350251 |
| 2011-05-01 | 291.8145837095 |
| 2011-06-01 | 292.4389832545 |
| 2011-07-01 | 293.2899056310 |
| 2011-08-01 | 293.0909607092 |
| 2011-09-01 | 293.7960560012 |
| 2011-10-01 | 293.9012425008 |
| 2011-11-01 | 294.0442231289 |
| 2011-12-01 | 295.7331901767 |
| 2012-01-01 | 296.2496073727 |
| 2012-02-01 | 297.7851689186 |
| 2012-03-01 | 298.1764709010 |
| 2012-04-01 | 297.9164885958 |
| 2012-05-01 | 297.6116934957 |
| 2012-06-01 | 297.3661272675 |
| 2012-07-01 | 296.7134755320 |
| 2012-08-01 | 297.1580117678 |
| 2012-09-01 | 298.2042380380 |
| 2012-10-01 | 297.8002489990 |
| 2012-11-01 | 297.8421135133 |
| 2012-12-01 | 297.9456235885 |
| 2013-01-01 | 299.3570043633 |
| 2013-02-01 | 299.7428133575 |
| 2013-03-01 | 299.7173539668 |
| 2013-04-01 | 299.7464825758 |
| 2013-05-01 | 299.7988075148 |
| 2013-06-01 | 300.9252082873 |
| 2013-07-01 | 301.1209040492 |
| 2013-08-01 | 301.7963952595 |
| 2013-09-01 | 301.7017784102 |
| 2013-10-01 | 300.5962194022 |
| 2013-11-01 | 301.3683437418 |
| 2013-12-01 | 300.8802494211 |
| 2014-01-01 | 301.6567521194 |
| 2014-02-01 | 300.7859681303 |
| 2014-03-01 | 301.4098259103 |
| 2014-04-01 | 302.9842638540 |
| 2014-05-01 | 304.1432091465 |
| 2014-06-01 | 304.4000324173 |
| 2014-07-01 | 303.5133710066 |
| 2014-08-01 | 304.6373559971 |
| 2014-09-01 | 305.0517181200 |
| 2014-10-01 | 306.3489370572 |
| 2014-11-01 | 306.3721775697 |
| 2014-12-01 | 307.6816967511 |
| 2015-01-01 | 306.0446909046 |
| 2015-02-01 | 305.8976563766 |
| 2015-03-01 | 305.8757960276 |
| 2015-04-01 | 306.6833821059 |
| 2015-05-01 | 308.0160383772 |
| 2015-06-01 | 308.1548768646 |
| 2015-07-01 | 309.8986993772 |
| 2015-08-01 | 310.4690574567 |
| 2015-09-01 | 310.3571577194 |
| 2015-10-01 | 311.6729796568 |
| 2015-11-01 | 312.3607934737 |
| 2015-12-01 | 313.5313198051 |
| 2016-01-01 | 312.2458433797 |
| 2016-02-01 | 313.0663417063 |
| 2016-03-01 | 314.5708705120 |
| 2016-04-01 | 314.3506749082 |
| 2016-05-01 | 314.0806400244 |
| 2016-06-01 | 314.0656064779 |
| 2016-07-01 | 316.7776191018 |
| 2016-08-01 | 316.5664206747 |
| 2016-09-01 | 317.8505444896 |
| 2016-10-01 | 318.1281335983 |
| 2016-11-01 | 318.0167832278 |
| 2016-12-01 | 318.2305338061 |
| 2017-01-01 | 318.5353274635 |
| 2017-02-01 | 318.3949304627 |
| 2017-03-01 | 318.2722002519 |
| 2017-04-01 | 318.4862319935 |
| 2017-05-01 | 318.8152435389 |
| 2017-06-01 | 318.9826686104 |
| 2017-07-01 | 319.4290175012 |
| 2017-08-01 | 319.1598684671 |
| 2017-09-01 | 320.6074084877 |
| 2017-10-01 | 319.5709460308 |
| 2017-11-01 | 319.9831630601 |
| 2017-12-01 | 320.1921371698 |
| 2018-01-01 | 320.5079667360 |
| 2018-02-01 | 321.9230089498 |
| 2018-03-01 | 321.4444892170 |
| 2018-04-01 | 323.0044314693 |
| 2018-05-01 | 323.3142817576 |
| 2018-06-01 | 323.5339506630 |
| 2018-07-01 | 322.5407484993 |
| 2018-08-01 | 323.0971940667 |
| 2018-09-01 | 323.3973846355 |
| 2018-10-01 | 323.9253532935 |
| 2018-11-01 | 323.8567211959 |
| 2018-12-01 | 324.2782660486 |
| 2019-01-01 | 325.2930302028 |
| 2019-02-01 | 325.1658696019 |
| 2019-03-01 | 326.4304614037 |
| 2019-04-01 | 326.4165976540 |
| 2019-05-01 | 327.1829853870 |
| 2019-06-01 | 327.2464470668 |
| 2019-07-01 | 327.5549292031 |
| 2019-08-01 | 328.6823561176 |
| 2019-09-01 | 327.7480183268 |
| 2019-10-01 | 327.8601113444 |
| 2019-11-01 | 328.8458865732 |
| 2019-12-01 | 329.6214840230 |
| 2020-01-01 | 329.2549767812 |
| 2020-02-01 | 328.9977047105 |
| 2020-03-01 | 326.5389014637 |
| 2020-04-01 | 266.4616743446 |
| 2020-05-01 | 276.4231134575 |
| 2020-06-01 | 286.9912720920 |
| 2020-07-01 | 298.5011446069 |
| 2020-08-01 | 300.3931449572 |
| 2020-09-01 | 303.4886209394 |
| 2020-10-01 | 307.5066497587 |
| 2020-11-01 | 308.0263722838 |
| 2020-12-01 | 308.0497009483 |
| 2021-01-01 | 309.7227428339 |
| 2021-02-01 | 311.3537561167 |
| 2021-03-01 | 313.3442703479 |
| 2021-04-01 | 313.8861270581 |
| 2021-05-01 | 314.4653418893 |
| 2021-06-01 | 316.1355050395 |
| 2021-07-01 | 318.5591427314 |
| 2021-08-01 | 318.7358049409 |
| 2021-09-01 | 319.1212654673 |
| 2021-10-01 | 322.5369255121 |
| 2021-11-01 | 322.9641254696 |
| 2021-12-01 | 324.0813234768 |
| 2022-01-01 | 323.5320290060 |
| 2022-02-01 | 326.5150980530 |
| 2022-03-01 | 327.3946746881 |
| 2022-04-01 | 329.0265409740 |
| 2022-05-01 | 329.3953615936 |
| 2022-06-01 | 330.0080095995 |
| 2022-07-01 | 332.0005218029 |
| 2022-08-01 | 332.4760594202 |
| 2022-09-01 | 331.9245569918 |
| 2022-10-01 | 331.4383295507 |
| 2022-11-01 | 331.1026267443 |
| 2022-12-01 | 332.1930442668 |
| 2023-01-01 | 334.5110497662 |
| 2023-02-01 | 333.8166296687 |
| 2023-03-01 | 334.3337662696 |
| 2023-04-01 | 334.5186295918 |
| 2023-05-01 | 334.2443145814 |
| 2023-06-01 | 335.4166222973 |
| 2023-07-01 | 333.3422335623 |
| 2023-08-01 | 333.1765693464 |
| 2023-09-01 | 334.8531557349 |
| 2023-10-01 | 334.5195351956 |
| 2023-11-01 | 335.1490814042 |
| 2023-12-01 | 336.5329043559 |
| 2024-01-01 | 337.7083387055 |
| 2024-02-01 | 338.0283683439 |
| 2024-03-01 | 339.3514466679 |
| 2024-04-01 | 339.8537943744 |
| 2024-05-01 | 341.2487863767 |
| 2024-06-01 | 341.3025483613 |
| 2024-07-01 | 341.6239775199 |
| 2024-08-01 | 342.8836839582 |
| 2024-09-01 | 343.5358844024 |
| 2024-10-01 | 343.5273350250 |
| 2024-11-01 | 343.8114641194 |
| 2024-12-01 | 344.4301035417 |
| 2025-01-01 | 344.9024495953 |
| 2025-02-01 | 346.1704160891 |
| 2025-03-01 | 346.7893364686 |
| 2025-04-01 | 346.6676056614 |
| 2025-05-01 | 347.2803765421 |
| 2025-06-01 | 348.2061761925 |
| 2025-07-01 | 348.1283205133 |
| 2025-08-01 | 348.7784312311 |
| 2025-09-01 | 348.9707682678 |
| 2025-10-01 | 349.5222379534 |
| 2025-11-01 | 349.6243924563 |
| 2025-12-01 | 350.0472621529 |
| 2026-01-01 | 350.0689384034 |
| 2026-02-01 | 348.5124004474 |
| 2026-03-01 | 349.8517430031 |
| 2026-04-01 | 351.1244977117 |
| 2026-05-01 | 351.4268839358 |
| 2026-06-01 | 352.4711986516 |
| 2026-07-01 | 353.7143800478 |
| 2026-08-01 | 355.2699441293 |
| 2026-09-01 | 353.0955075792 |