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 2026-09-01 |
| Last Updated | 2026-10-20 10:24 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 | 174.2412364703 |
| 1990-02-01 | 173.8987794367 |
| 1990-03-01 | 174.3240482450 |
| 1990-04-01 | 173.9526744023 |
| 1990-05-01 | 173.8090720708 |
| 1990-06-01 | 174.6278587036 |
| 1990-07-01 | 174.4145846434 |
| 1990-08-01 | 175.1902518764 |
| 1990-09-01 | 175.3940429590 |
| 1990-10-01 | 176.6875665824 |
| 1990-11-01 | 175.5193981438 |
| 1990-12-01 | 175.3192049279 |
| 1991-01-01 | 175.3450829292 |
| 1991-02-01 | 175.7185955909 |
| 1991-03-01 | 175.4118491001 |
| 1991-04-01 | 173.5239729673 |
| 1991-05-01 | 174.2175949259 |
| 1991-06-01 | 175.6529578039 |
| 1991-07-01 | 175.1349403718 |
| 1991-08-01 | 175.6198979350 |
| 1991-09-01 | 175.5918208849 |
| 1991-10-01 | 173.5458058111 |
| 1991-11-01 | 173.5185125578 |
| 1991-12-01 | 174.6106354529 |
| 1992-01-01 | 174.4903430022 |
| 1992-02-01 | 174.8466551735 |
| 1992-03-01 | 174.3739570316 |
| 1992-04-01 | 175.7054849283 |
| 1992-05-01 | 175.9036062698 |
| 1992-06-01 | 175.5131761271 |
| 1992-07-01 | 176.3643997459 |
| 1992-08-01 | 176.0823582076 |
| 1992-09-01 | 176.4607090805 |
| 1992-10-01 | 176.6998734190 |
| 1992-11-01 | 177.0852240378 |
| 1992-12-01 | 177.0359291115 |
| 1993-01-01 | 178.4130285957 |
| 1993-02-01 | 179.7886629535 |
| 1993-03-01 | 177.6829764694 |
| 1993-04-01 | 178.9748762580 |
| 1993-05-01 | 179.5937887301 |
| 1993-06-01 | 179.8449652077 |
| 1993-07-01 | 179.9874537372 |
| 1993-08-01 | 180.2243629479 |
| 1993-09-01 | 180.4841376779 |
| 1993-10-01 | 181.1895326770 |
| 1993-11-01 | 181.8548151862 |
| 1993-12-01 | 182.0849273003 |
| 1994-01-01 | 180.5194213995 |
| 1994-02-01 | 181.3302753922 |
| 1994-03-01 | 182.6213437223 |
| 1994-04-01 | 182.8158066900 |
| 1994-05-01 | 182.3915508006 |
| 1994-06-01 | 183.2252226144 |
| 1994-07-01 | 184.0800625780 |
| 1994-08-01 | 184.8229872506 |
| 1994-09-01 | 185.6153071977 |
| 1994-10-01 | 183.9201755159 |
| 1994-11-01 | 184.3197784259 |
| 1994-12-01 | 184.5031384551 |
| 1995-01-01 | 183.7176775792 |
| 1995-02-01 | 184.3107224947 |
| 1995-03-01 | 185.3994226680 |
| 1995-04-01 | 184.4605333640 |
| 1995-05-01 | 184.8282853461 |
| 1995-06-01 | 185.1960818289 |
| 1995-07-01 | 184.9304394615 |
| 1995-08-01 | 185.3430854480 |
| 1995-09-01 | 186.3848733671 |
| 1995-10-01 | 186.4568533635 |
| 1995-11-01 | 187.0515619280 |
| 1995-12-01 | 187.7917775735 |
| 1996-01-01 | 185.6837481410 |
| 1996-02-01 | 187.9596549991 |
| 1996-03-01 | 187.7804393591 |
| 1996-04-01 | 188.6658620339 |
| 1996-05-01 | 188.7284396287 |
| 1996-06-01 | 188.9042212592 |
| 1996-07-01 | 188.9931056655 |
| 1996-08-01 | 189.7995105333 |
| 1996-09-01 | 190.1089613032 |
| 1996-10-01 | 190.2713869669 |
| 1996-11-01 | 190.8716599003 |
| 1996-12-01 | 191.0834247561 |
| 1997-01-01 | 192.2639587087 |
| 1997-02-01 | 192.4141974865 |
| 1997-03-01 | 192.6879944203 |
| 1997-04-01 | 192.7354908193 |
| 1997-05-01 | 193.6380910460 |
| 1997-06-01 | 194.2081678494 |
| 1997-07-01 | 194.8761899625 |
| 1997-08-01 | 194.8197154105 |
| 1997-09-01 | 195.0918426135 |
| 1997-10-01 | 197.8671779444 |
| 1997-11-01 | 198.0462025497 |
| 1997-12-01 | 198.5900312268 |
| 1998-01-01 | 199.3194978731 |
| 1998-02-01 | 199.8351251369 |
| 1998-03-01 | 200.8998959053 |
| 1998-04-01 | 201.5700105565 |
| 1998-05-01 | 203.3396599447 |
| 1998-06-01 | 201.9465352067 |
| 1998-07-01 | 202.3544127948 |
| 1998-08-01 | 202.7110266472 |
| 1998-09-01 | 203.2118635908 |
| 1998-10-01 | 203.2354622779 |
| 1998-11-01 | 203.3548653263 |
| 1998-12-01 | 203.8017472617 |
| 1999-01-01 | 202.6210607592 |
| 1999-02-01 | 205.3667112583 |
| 1999-03-01 | 205.4288992865 |
| 1999-04-01 | 206.5908623787 |
| 1999-05-01 | 206.7669889124 |
| 1999-06-01 | 206.6703376890 |
| 1999-07-01 | 208.3333435598 |
| 1999-08-01 | 209.0965197175 |
| 1999-09-01 | 209.4661191764 |
| 1999-10-01 | 210.6392729166 |
| 1999-11-01 | 210.8403696656 |
| 1999-12-01 | 212.0403418209 |
| 2000-01-01 | 212.2785877967 |
| 2000-02-01 | 213.5026098251 |
| 2000-03-01 | 213.7095904500 |
| 2000-04-01 | 214.3555291983 |
| 2000-05-01 | 214.6426790206 |
| 2000-06-01 | 215.9769253182 |
| 2000-07-01 | 216.0432925295 |
| 2000-08-01 | 215.2167105059 |
| 2000-09-01 | 215.9247898496 |
| 2000-10-01 | 216.4468216492 |
| 2000-11-01 | 217.5406456363 |
| 2000-12-01 | 218.0058009535 |
| 2001-01-01 | 219.0897019006 |
| 2001-02-01 | 218.7679603859 |
| 2001-03-01 | 219.7081111095 |
| 2001-04-01 | 217.2396411881 |
| 2001-05-01 | 217.7361511346 |
| 2001-06-01 | 218.8660460525 |
| 2001-07-01 | 218.3745778351 |
| 2001-08-01 | 218.7237234568 |
| 2001-09-01 | 218.0358116216 |
| 2001-10-01 | 217.8962492623 |
| 2001-11-01 | 218.4661074769 |
| 2001-12-01 | 218.3196421578 |
| 2002-01-01 | 219.2626334124 |
| 2002-02-01 | 219.1095337716 |
| 2002-03-01 | 220.3125580637 |
| 2002-04-01 | 218.8502620165 |
| 2002-05-01 | 219.3669126816 |
| 2002-06-01 | 219.8839988049 |
| 2002-07-01 | 221.2991689061 |
| 2002-08-01 | 222.6649267059 |
| 2002-09-01 | 223.5404065619 |
| 2002-10-01 | 223.4795062623 |
| 2002-11-01 | 223.5474202430 |
| 2002-12-01 | 224.2090288679 |
| 2003-01-01 | 225.9608320850 |
| 2003-02-01 | 224.8848924583 |
| 2003-03-01 | 225.2490997505 |
| 2003-04-01 | 225.6856133803 |
| 2003-05-01 | 226.6280233603 |
| 2003-06-01 | 226.4732999565 |
| 2003-07-01 | 226.5660038096 |
| 2003-08-01 | 227.5395788276 |
| 2003-09-01 | 228.8320726872 |
| 2003-10-01 | 229.5242505944 |
| 2003-11-01 | 229.7656100321 |
| 2003-12-01 | 230.3853989608 |
| 2004-01-01 | 229.8701279900 |
| 2004-02-01 | 230.3751990300 |
| 2004-03-01 | 231.0214656629 |
| 2004-04-01 | 231.4687010890 |
| 2004-05-01 | 231.4685836446 |
| 2004-06-01 | 231.7783278552 |
| 2004-07-01 | 230.9581407316 |
| 2004-08-01 | 230.5290119414 |
| 2004-09-01 | 230.8337377184 |
| 2004-10-01 | 232.9493926669 |
| 2004-11-01 | 232.6631870267 |
| 2004-12-01 | 232.2370142811 |
| 2005-01-01 | 233.1797158963 |
| 2005-02-01 | 234.3278808858 |
| 2005-03-01 | 234.2704004490 |
| 2005-04-01 | 235.9816944296 |
| 2005-05-01 | 236.3268855838 |
| 2005-06-01 | 236.7598985160 |
| 2005-07-01 | 238.4448726431 |
| 2005-08-01 | 238.2017621605 |
| 2005-09-01 | 238.1897343878 |
| 2005-10-01 | 238.1853898892 |
| 2005-11-01 | 238.9679192516 |
| 2005-12-01 | 239.0084521791 |
| 2006-01-01 | 240.2805432828 |
| 2006-02-01 | 241.0046623779 |
| 2006-03-01 | 242.2426758820 |
| 2006-04-01 | 242.2621829957 |
| 2006-05-01 | 242.3489006372 |
| 2006-06-01 | 242.9235585859 |
| 2006-07-01 | 243.4169074022 |
| 2006-08-01 | 244.2352535075 |
| 2006-09-01 | 245.1128802654 |
| 2006-10-01 | 244.9830171642 |
| 2006-11-01 | 244.5847453510 |
| 2006-12-01 | 244.9881029120 |
| 2007-01-01 | 244.7303126739 |
| 2007-02-01 | 244.3454121600 |
| 2007-03-01 | 245.4538481300 |
| 2007-04-01 | 244.3748883427 |
| 2007-05-01 | 245.2512393104 |
| 2007-06-01 | 246.4575779098 |
| 2007-07-01 | 246.1838125648 |
| 2007-08-01 | 246.1000360956 |
| 2007-09-01 | 246.0171520646 |
| 2007-10-01 | 247.2901853881 |
| 2007-11-01 | 247.0508793902 |
| 2007-12-01 | 247.4654806858 |
| 2008-01-01 | 247.2892536560 |
| 2008-02-01 | 246.8847410795 |
| 2008-03-01 | 246.5779978873 |
| 2008-04-01 | 246.1612678175 |
| 2008-05-01 | 246.4860218162 |
| 2008-06-01 | 246.1198697346 |
| 2008-07-01 | 246.5573771140 |
| 2008-08-01 | 246.1595153860 |
| 2008-09-01 | 245.3061511293 |
| 2008-10-01 | 244.8566342224 |
| 2008-11-01 | 243.0315170824 |
| 2008-12-01 | 243.8096920843 |
| 2009-01-01 | 242.9959159250 |
| 2009-02-01 | 242.2584277475 |
| 2009-03-01 | 241.0880309122 |
| 2009-04-01 | 239.2585651151 |
| 2009-05-01 | 241.1716514203 |
| 2009-06-01 | 240.8837495787 |
| 2009-07-01 | 240.9797583394 |
| 2009-08-01 | 240.9350677434 |
| 2009-09-01 | 240.6428861793 |
| 2009-10-01 | 240.9501503016 |
| 2009-11-01 | 241.0559289410 |
| 2009-12-01 | 240.8818880280 |
| 2010-01-01 | 241.2216836323 |
| 2010-02-01 | 241.5248695734 |
| 2010-03-01 | 242.3926026869 |
| 2010-04-01 | 242.8330221320 |
| 2010-05-01 | 242.9549801373 |
| 2010-06-01 | 242.8334074032 |
| 2010-07-01 | 243.0908288125 |
| 2010-08-01 | 243.9083879249 |
| 2010-09-01 | 244.4070244549 |
| 2010-10-01 | 245.5701214680 |
| 2010-11-01 | 246.0606527271 |
| 2010-12-01 | 248.7897311441 |
| 2011-01-01 | 247.1473232176 |
| 2011-02-01 | 247.8600042688 |
| 2011-03-01 | 248.5117091701 |
| 2011-04-01 | 250.0095746822 |
| 2011-05-01 | 250.5526791463 |
| 2011-06-01 | 250.8157371763 |
| 2011-07-01 | 251.7488652279 |
| 2011-08-01 | 251.9993205589 |
| 2011-09-01 | 252.9237136826 |
| 2011-10-01 | 252.9874799826 |
| 2011-11-01 | 253.0016596958 |
| 2011-12-01 | 254.8590280029 |
| 2012-01-01 | 255.2300913600 |
| 2012-02-01 | 256.9291502957 |
| 2012-03-01 | 257.7011863227 |
| 2012-04-01 | 257.3027207813 |
| 2012-05-01 | 256.7436822976 |
| 2012-06-01 | 257.2456236173 |
| 2012-07-01 | 256.6314361477 |
| 2012-08-01 | 257.2146561332 |
| 2012-09-01 | 257.8139367223 |
| 2012-10-01 | 257.1927412272 |
| 2012-11-01 | 257.5778406718 |
| 2012-12-01 | 257.5048844981 |
| 2013-01-01 | 258.6702202626 |
| 2013-02-01 | 259.3356304730 |
| 2013-03-01 | 259.3764546487 |
| 2013-04-01 | 259.6025059966 |
| 2013-05-01 | 259.5614409334 |
| 2013-06-01 | 260.9148267395 |
| 2013-07-01 | 261.1541639045 |
| 2013-08-01 | 261.5301108316 |
| 2013-09-01 | 261.5390266886 |
| 2013-10-01 | 260.6335282481 |
| 2013-11-01 | 261.1524978502 |
| 2013-12-01 | 261.3084843534 |
| 2014-01-01 | 261.5302415913 |
| 2014-02-01 | 260.9061170787 |
| 2014-03-01 | 261.6738766052 |
| 2014-04-01 | 263.1282171903 |
| 2014-05-01 | 264.3297325881 |
| 2014-06-01 | 264.3799717017 |
| 2014-07-01 | 264.1830643251 |
| 2014-08-01 | 264.8159214796 |
| 2014-09-01 | 265.2889033087 |
| 2014-10-01 | 266.6369470800 |
| 2014-11-01 | 266.7066353102 |
| 2014-12-01 | 268.0915980451 |
| 2015-01-01 | 266.9321491851 |
| 2015-02-01 | 266.5978067528 |
| 2015-03-01 | 266.8367170153 |
| 2015-04-01 | 267.5365036816 |
| 2015-05-01 | 268.9010530142 |
| 2015-06-01 | 269.3106887757 |
| 2015-07-01 | 270.3423226516 |
| 2015-08-01 | 270.6918323747 |
| 2015-09-01 | 270.8861731126 |
| 2015-10-01 | 272.5032218093 |
| 2015-11-01 | 273.2332483821 |
| 2015-12-01 | 274.7122804012 |
| 2016-01-01 | 273.2294332626 |
| 2016-02-01 | 273.7967025139 |
| 2016-03-01 | 275.1546130648 |
| 2016-04-01 | 274.9565274655 |
| 2016-05-01 | 274.7444689656 |
| 2016-06-01 | 274.9039333017 |
| 2016-07-01 | 276.7760957709 |
| 2016-08-01 | 277.0985650747 |
| 2016-09-01 | 278.4115089935 |
| 2016-10-01 | 278.9137825387 |
| 2016-11-01 | 278.8358295189 |
| 2016-12-01 | 279.1998658685 |
| 2017-01-01 | 279.5800495826 |
| 2017-02-01 | 279.6882295456 |
| 2017-03-01 | 278.9551680722 |
| 2017-04-01 | 279.0687721298 |
| 2017-05-01 | 279.3295427801 |
| 2017-06-01 | 279.8028721780 |
| 2017-07-01 | 279.8542350244 |
| 2017-08-01 | 279.9670146785 |
| 2017-09-01 | 280.6980112143 |
| 2017-10-01 | 280.0390917730 |
| 2017-11-01 | 280.8270559468 |
| 2017-12-01 | 281.1233011797 |
| 2018-01-01 | 281.4606373188 |
| 2018-02-01 | 282.5598136719 |
| 2018-03-01 | 281.7697911901 |
| 2018-04-01 | 283.0450143871 |
| 2018-05-01 | 283.3283831685 |
| 2018-06-01 | 283.4772791754 |
| 2018-07-01 | 282.8885322375 |
| 2018-08-01 | 283.2487909199 |
| 2018-09-01 | 283.2213345222 |
| 2018-10-01 | 284.2771188910 |
| 2018-11-01 | 284.3131908329 |
| 2018-12-01 | 284.7763394230 |
| 2019-01-01 | 285.2027338811 |
| 2019-02-01 | 285.3712831402 |
| 2019-03-01 | 285.9997761605 |
| 2019-04-01 | 285.8999899236 |
| 2019-05-01 | 286.5812577085 |
| 2019-06-01 | 286.5154441513 |
| 2019-07-01 | 287.1921807515 |
| 2019-08-01 | 288.1101616932 |
| 2019-09-01 | 287.3455617568 |
| 2019-10-01 | 288.2702938612 |
| 2019-11-01 | 289.5266878114 |
| 2019-12-01 | 290.3487668513 |
| 2020-01-01 | 289.5498385077 |
| 2020-02-01 | 289.4530733738 |
| 2020-03-01 | 286.2133925056 |
| 2020-04-01 | 228.5155578786 |
| 2020-05-01 | 239.2576721391 |
| 2020-06-01 | 250.0213344658 |
| 2020-07-01 | 261.2287373348 |
| 2020-08-01 | 262.4846236253 |
| 2020-09-01 | 265.0825142749 |
| 2020-10-01 | 270.0154647956 |
| 2020-11-01 | 271.0621523867 |
| 2020-12-01 | 271.3199953490 |
| 2021-01-01 | 273.0056008393 |
| 2021-02-01 | 274.6095341163 |
| 2021-03-01 | 275.6837646115 |
| 2021-04-01 | 275.9801818191 |
| 2021-05-01 | 276.3019354453 |
| 2021-06-01 | 277.7529870128 |
| 2021-07-01 | 279.8588361275 |
| 2021-08-01 | 280.0644376765 |
| 2021-09-01 | 280.8045458731 |
| 2021-10-01 | 285.2413200852 |
| 2021-11-01 | 285.9428598698 |
| 2021-12-01 | 286.8916993364 |
| 2022-01-01 | 285.5986368923 |
| 2022-02-01 | 289.0517251717 |
| 2022-03-01 | 289.4214181055 |
| 2022-04-01 | 290.7826504211 |
| 2022-05-01 | 291.0933846618 |
| 2022-06-01 | 291.7075524030 |
| 2022-07-01 | 293.1997576343 |
| 2022-08-01 | 294.0894543211 |
| 2022-09-01 | 293.4818879650 |
| 2022-10-01 | 293.8764216758 |
| 2022-11-01 | 293.8481832052 |
| 2022-12-01 | 294.7335232928 |
| 2023-01-01 | 296.0493064014 |
| 2023-02-01 | 295.7996908686 |
| 2023-03-01 | 295.8914550556 |
| 2023-04-01 | 295.9638668240 |
| 2023-05-01 | 295.6839196082 |
| 2023-06-01 | 296.6918166857 |
| 2023-07-01 | 294.3412455306 |
| 2023-08-01 | 294.8552003595 |
| 2023-09-01 | 295.8378258074 |
| 2023-10-01 | 296.0668454493 |
| 2023-11-01 | 296.5813080323 |
| 2023-12-01 | 297.7808752732 |
| 2024-01-01 | 298.3665616692 |
| 2024-02-01 | 299.0055232041 |
| 2024-03-01 | 300.2634512036 |
| 2024-04-01 | 300.6074754598 |
| 2024-05-01 | 301.7537722618 |
| 2024-06-01 | 302.1281056368 |
| 2024-07-01 | 302.0664660507 |
| 2024-08-01 | 302.7347067742 |
| 2024-09-01 | 304.1419718242 |
| 2024-10-01 | 304.4097926721 |
| 2024-11-01 | 304.7326749227 |
| 2024-12-01 | 305.1294586764 |
| 2025-01-01 | 305.3834285615 |
| 2025-02-01 | 306.6537058058 |
| 2025-03-01 | 307.2169762303 |
| 2025-04-01 | 307.0854417410 |
| 2025-05-01 | 307.6253634952 |
| 2025-06-01 | 308.3622952910 |
| 2025-07-01 | 308.4942946463 |
| 2025-08-01 | 308.9435675271 |
| 2025-09-01 | 309.4652030843 |
| 2025-10-01 | 310.1655484314 |
| 2025-11-01 | 310.3193385285 |
| 2025-12-01 | 310.7657331230 |
| 2026-01-01 | 310.6960566368 |
| 2026-02-01 | 309.0020233954 |
| 2026-03-01 | 310.3098645730 |
| 2026-04-01 | 311.5839050514 |
| 2026-05-01 | 311.9281001473 |
| 2026-06-01 | 312.8303834029 |
| 2026-07-01 | 314.0220278454 |
| 2026-08-01 | 315.5110943141 |
| 2026-09-01 | 313.4987531860 |