Table Data - All Employees: Professional and Business Services in Scranton--Wilkes-Barre, PA (MSA)
| Title | All Employees: Professional and Business Services in Scranton--Wilkes-Barre, PA (MSA) |
|---|---|
| Series ID | SCRA542PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:51 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 | 13.7483744769 |
| 1990-02-01 | 13.7359300808 |
| 1990-03-01 | 13.8887565599 |
| 1990-04-01 | 14.1489273574 |
| 1990-05-01 | 14.2188321389 |
| 1990-06-01 | 14.2347119209 |
| 1990-07-01 | 13.8398773155 |
| 1990-08-01 | 13.8134345378 |
| 1990-09-01 | 13.7316946162 |
| 1990-10-01 | 13.4640915333 |
| 1990-11-01 | 13.6132835884 |
| 1990-12-01 | 13.5213730408 |
| 1991-01-01 | 13.8730580905 |
| 1991-02-01 | 13.7497587759 |
| 1991-03-01 | 14.0935126889 |
| 1991-04-01 | 13.5612273994 |
| 1991-05-01 | 13.5179268711 |
| 1991-06-01 | 13.5433151978 |
| 1991-07-01 | 13.6360390445 |
| 1991-08-01 | 13.7944685450 |
| 1991-09-01 | 13.8216789183 |
| 1991-10-01 | 13.9648018712 |
| 1991-11-01 | 14.0070616697 |
| 1991-12-01 | 13.8154828960 |
| 1992-01-01 | 14.5217856999 |
| 1992-02-01 | 14.4859586956 |
| 1992-03-01 | 14.5979670743 |
| 1992-04-01 | 14.7887865865 |
| 1992-05-01 | 14.8089591953 |
| 1992-06-01 | 14.9207035062 |
| 1992-07-01 | 15.0832413299 |
| 1992-08-01 | 15.0302749444 |
| 1992-09-01 | 15.1891999840 |
| 1992-10-01 | 15.4484170819 |
| 1992-11-01 | 15.3997130601 |
| 1992-12-01 | 15.5223243579 |
| 1993-01-01 | 15.5004037364 |
| 1993-02-01 | 15.5659170644 |
| 1993-03-01 | 15.5265927325 |
| 1993-04-01 | 15.4183356930 |
| 1993-05-01 | 15.4841947091 |
| 1993-06-01 | 15.2984031472 |
| 1993-07-01 | 15.7423460499 |
| 1993-08-01 | 15.6820787014 |
| 1993-09-01 | 15.7820707851 |
| 1993-10-01 | 15.6489470873 |
| 1993-11-01 | 15.7788954682 |
| 1993-12-01 | 15.7915224912 |
| 1994-01-01 | 15.7494457438 |
| 1994-02-01 | 16.0408790673 |
| 1994-03-01 | 15.9358545255 |
| 1994-04-01 | 16.4505801175 |
| 1994-05-01 | 16.5597758914 |
| 1994-06-01 | 16.6511276502 |
| 1994-07-01 | 16.5087583637 |
| 1994-08-01 | 16.7395599215 |
| 1994-09-01 | 16.6826554877 |
| 1994-10-01 | 16.6379844911 |
| 1994-11-01 | 16.7420829069 |
| 1994-12-01 | 16.8665255311 |
| 1995-01-01 | 16.9283043193 |
| 1995-02-01 | 16.9466623589 |
| 1995-03-01 | 17.0653889294 |
| 1995-04-01 | 16.9376259887 |
| 1995-05-01 | 16.7230049741 |
| 1995-06-01 | 17.0935640088 |
| 1995-07-01 | 17.3063466400 |
| 1995-08-01 | 17.3479274831 |
| 1995-09-01 | 17.3264395493 |
| 1995-10-01 | 17.2527879514 |
| 1995-11-01 | 17.1084909557 |
| 1995-12-01 | 17.1326152508 |
| 1996-01-01 | 16.3011937354 |
| 1996-02-01 | 16.6699448991 |
| 1996-03-01 | 16.5268369833 |
| 1996-04-01 | 16.7128686128 |
| 1996-05-01 | 17.0064890988 |
| 1996-06-01 | 17.0747131665 |
| 1996-07-01 | 17.2321549785 |
| 1996-08-01 | 17.3018610007 |
| 1996-09-01 | 17.3031458995 |
| 1996-10-01 | 17.3664145970 |
| 1996-11-01 | 17.4671693014 |
| 1996-12-01 | 17.5015379766 |
| 1997-01-01 | 17.8411507439 |
| 1997-02-01 | 17.8121986042 |
| 1997-03-01 | 17.9221301563 |
| 1997-04-01 | 17.8518189049 |
| 1997-05-01 | 17.6772699926 |
| 1997-06-01 | 17.8405817931 |
| 1997-07-01 | 17.6672588922 |
| 1997-08-01 | 17.7670063327 |
| 1997-09-01 | 17.9729901154 |
| 1997-10-01 | 18.2954487706 |
| 1997-11-01 | 18.3521446073 |
| 1997-12-01 | 18.4971938135 |
| 1998-01-01 | 18.1088560343 |
| 1998-02-01 | 18.1726899597 |
| 1998-03-01 | 17.9596123481 |
| 1998-04-01 | 18.7066657369 |
| 1998-05-01 | 18.7504473626 |
| 1998-06-01 | 18.9333156824 |
| 1998-07-01 | 19.0110760813 |
| 1998-08-01 | 19.0171943964 |
| 1998-09-01 | 19.1144586223 |
| 1998-10-01 | 19.1952389066 |
| 1998-11-01 | 19.4335422439 |
| 1998-12-01 | 19.7074303142 |
| 1999-01-01 | 20.0594280250 |
| 1999-02-01 | 20.6033444785 |
| 1999-03-01 | 20.6337048855 |
| 1999-04-01 | 19.8464061033 |
| 1999-05-01 | 19.9047915084 |
| 1999-06-01 | 19.9308223165 |
| 1999-07-01 | 20.3872729571 |
| 1999-08-01 | 20.2618187626 |
| 1999-09-01 | 20.1310032590 |
| 1999-10-01 | 19.9811702354 |
| 1999-11-01 | 20.8228485109 |
| 1999-12-01 | 20.8081535846 |
| 2000-01-01 | 22.5105427384 |
| 2000-02-01 | 22.9288847169 |
| 2000-03-01 | 22.9977188598 |
| 2000-04-01 | 23.4106762979 |
| 2000-05-01 | 23.2404029949 |
| 2000-06-01 | 23.3200004765 |
| 2000-07-01 | 22.9630659561 |
| 2000-08-01 | 23.0604347163 |
| 2000-09-01 | 23.3217034518 |
| 2000-10-01 | 22.6916330621 |
| 2000-11-01 | 22.7750431139 |
| 2000-12-01 | 22.9905688168 |
| 2001-01-01 | 23.5584033534 |
| 2001-02-01 | 23.4458319682 |
| 2001-03-01 | 23.3034325091 |
| 2001-04-01 | 22.9276680888 |
| 2001-05-01 | 23.3557617653 |
| 2001-06-01 | 23.0664130223 |
| 2001-07-01 | 23.0437396336 |
| 2001-08-01 | 23.1691736885 |
| 2001-09-01 | 22.9758837390 |
| 2001-10-01 | 21.3334729911 |
| 2001-11-01 | 20.8409232060 |
| 2001-12-01 | 20.5236631145 |
| 2002-01-01 | 20.1504459442 |
| 2002-02-01 | 20.3618026449 |
| 2002-03-01 | 20.6158520816 |
| 2002-04-01 | 20.6111242732 |
| 2002-05-01 | 20.4551195121 |
| 2002-06-01 | 20.3709716004 |
| 2002-07-01 | 20.1982877753 |
| 2002-08-01 | 19.8718252337 |
| 2002-09-01 | 19.9167849563 |
| 2002-10-01 | 20.2515511096 |
| 2002-11-01 | 20.1797547369 |
| 2002-12-01 | 20.1778570710 |
| 2003-01-01 | 19.7497334845 |
| 2003-02-01 | 19.6750912118 |
| 2003-03-01 | 19.7712755988 |
| 2003-04-01 | 19.8708576087 |
| 2003-05-01 | 19.8415955654 |
| 2003-06-01 | 19.7010003202 |
| 2003-07-01 | 19.7118754156 |
| 2003-08-01 | 19.9471879135 |
| 2003-09-01 | 20.0476387451 |
| 2003-10-01 | 20.0749656282 |
| 2003-11-01 | 20.2186074668 |
| 2003-12-01 | 20.4282732768 |
| 2004-01-01 | 20.4737635609 |
| 2004-02-01 | 20.5342684216 |
| 2004-03-01 | 20.4652706211 |
| 2004-04-01 | 20.5363265618 |
| 2004-05-01 | 20.6281379571 |
| 2004-06-01 | 21.1034747685 |
| 2004-07-01 | 21.2831444830 |
| 2004-08-01 | 21.2858558575 |
| 2004-09-01 | 21.3372177598 |
| 2004-10-01 | 21.5902749296 |
| 2004-11-01 | 21.9607141730 |
| 2004-12-01 | 22.0984588816 |
| 2005-01-01 | 22.5478065614 |
| 2005-02-01 | 22.9416575908 |
| 2005-03-01 | 22.8034561074 |
| 2005-04-01 | 22.8771365265 |
| 2005-05-01 | 22.7171778790 |
| 2005-06-01 | 23.0750692051 |
| 2005-07-01 | 24.0315095937 |
| 2005-08-01 | 24.0085458959 |
| 2005-09-01 | 23.9883523342 |
| 2005-10-01 | 24.0193472257 |
| 2005-11-01 | 24.1347882641 |
| 2005-12-01 | 23.9698531948 |
| 2006-01-01 | 24.0931110222 |
| 2006-02-01 | 24.1878190158 |
| 2006-03-01 | 24.4303436216 |
| 2006-04-01 | 24.4057515731 |
| 2006-05-01 | 24.4812701212 |
| 2006-06-01 | 24.7802780061 |
| 2006-07-01 | 24.0018720839 |
| 2006-08-01 | 24.2626374564 |
| 2006-09-01 | 24.4839119971 |
| 2006-10-01 | 24.7073606482 |
| 2006-11-01 | 24.4385046626 |
| 2006-12-01 | 24.4295621076 |
| 2007-01-01 | 24.3112293398 |
| 2007-02-01 | 23.9975355781 |
| 2007-03-01 | 24.4773748244 |
| 2007-04-01 | 24.6937370800 |
| 2007-05-01 | 24.7105732774 |
| 2007-06-01 | 25.1092845505 |
| 2007-07-01 | 25.4047947738 |
| 2007-08-01 | 24.9615552470 |
| 2007-09-01 | 25.2394267921 |
| 2007-10-01 | 24.8136833828 |
| 2007-11-01 | 24.6111072994 |
| 2007-12-01 | 24.7173966879 |
| 2008-01-01 | 24.9435402374 |
| 2008-02-01 | 24.9377346052 |
| 2008-03-01 | 24.9077362591 |
| 2008-04-01 | 25.0819751215 |
| 2008-05-01 | 25.0255539499 |
| 2008-06-01 | 24.9717468066 |
| 2008-07-01 | 25.2562778956 |
| 2008-08-01 | 25.2906198092 |
| 2008-09-01 | 25.0496466201 |
| 2008-10-01 | 24.9589425470 |
| 2008-11-01 | 24.6278965506 |
| 2008-12-01 | 24.5530794661 |
| 2009-01-01 | 24.9415116071 |
| 2009-02-01 | 24.4248926822 |
| 2009-03-01 | 23.9735935520 |
| 2009-04-01 | 24.0775657378 |
| 2009-05-01 | 23.9462450614 |
| 2009-06-01 | 23.8653718993 |
| 2009-07-01 | 23.7121477837 |
| 2009-08-01 | 23.8529587674 |
| 2009-09-01 | 23.7167171218 |
| 2009-10-01 | 24.1510068447 |
| 2009-11-01 | 24.6081485477 |
| 2009-12-01 | 24.8703070047 |
| 2010-01-01 | 24.4002405102 |
| 2010-02-01 | 24.5111636770 |
| 2010-03-01 | 24.7637587062 |
| 2010-04-01 | 24.7935761079 |
| 2010-05-01 | 24.9831159320 |
| 2010-06-01 | 25.0775929779 |
| 2010-07-01 | 25.0833428502 |
| 2010-08-01 | 25.0702020903 |
| 2010-09-01 | 25.2470789795 |
| 2010-10-01 | 25.3240522491 |
| 2010-11-01 | 25.2011740696 |
| 2010-12-01 | 25.5846077125 |
| 2011-01-01 | 25.5982546262 |
| 2011-02-01 | 25.8810230181 |
| 2011-03-01 | 25.9457570332 |
| 2011-04-01 | 25.8153794691 |
| 2011-05-01 | 26.1076303884 |
| 2011-06-01 | 26.7929206013 |
| 2011-07-01 | 26.2733766770 |
| 2011-08-01 | 26.5117440376 |
| 2011-09-01 | 26.6620476097 |
| 2011-10-01 | 26.6746551046 |
| 2011-11-01 | 26.8582290045 |
| 2011-12-01 | 26.7025005868 |
| 2012-01-01 | 26.2565445411 |
| 2012-02-01 | 26.1291667867 |
| 2012-03-01 | 26.0256490152 |
| 2012-04-01 | 26.1405484310 |
| 2012-05-01 | 25.9216068762 |
| 2012-06-01 | 26.0817407305 |
| 2012-07-01 | 26.4376361248 |
| 2012-08-01 | 26.5047436959 |
| 2012-09-01 | 26.5751702796 |
| 2012-10-01 | 26.3981311259 |
| 2012-11-01 | 26.3037618096 |
| 2012-12-01 | 26.8814663669 |
| 2013-01-01 | 27.2096773364 |
| 2013-02-01 | 27.6571339538 |
| 2013-03-01 | 27.8946636704 |
| 2013-04-01 | 27.8720976969 |
| 2013-05-01 | 27.8564183561 |
| 2013-06-01 | 27.7568039331 |
| 2013-07-01 | 27.9772095838 |
| 2013-08-01 | 28.0857459881 |
| 2013-09-01 | 27.6362789951 |
| 2013-10-01 | 27.6271773776 |
| 2013-11-01 | 28.2361731656 |
| 2013-12-01 | 28.0016125345 |
| 2014-01-01 | 28.1516580190 |
| 2014-02-01 | 27.9101062261 |
| 2014-03-01 | 28.2740142989 |
| 2014-04-01 | 28.2061845993 |
| 2014-05-01 | 28.4477502798 |
| 2014-06-01 | 28.2739499155 |
| 2014-07-01 | 27.8716105267 |
| 2014-08-01 | 28.1730072364 |
| 2014-09-01 | 27.7088655375 |
| 2014-10-01 | 28.3206324661 |
| 2014-11-01 | 29.5455837220 |
| 2014-12-01 | 29.3758407942 |
| 2015-01-01 | 28.6323047834 |
| 2015-02-01 | 28.4499350486 |
| 2015-03-01 | 28.4567834117 |
| 2015-04-01 | 28.8544749193 |
| 2015-05-01 | 28.9076967003 |
| 2015-06-01 | 29.1388093075 |
| 2015-07-01 | 29.6581497916 |
| 2015-08-01 | 29.5284793747 |
| 2015-09-01 | 29.5188141464 |
| 2015-10-01 | 30.8441818544 |
| 2015-11-01 | 32.3960274394 |
| 2015-12-01 | 32.9543087927 |
| 2016-01-01 | 31.1012956412 |
| 2016-02-01 | 30.9163839189 |
| 2016-03-01 | 31.0398595459 |
| 2016-04-01 | 30.9099597177 |
| 2016-05-01 | 30.6196994879 |
| 2016-06-01 | 30.8850639939 |
| 2016-07-01 | 30.8053408110 |
| 2016-08-01 | 30.7490688605 |
| 2016-09-01 | 30.6436465195 |
| 2016-10-01 | 30.9440033297 |
| 2016-11-01 | 30.2954918594 |
| 2016-12-01 | 30.2730374398 |
| 2017-01-01 | 30.5827275208 |
| 2017-02-01 | 30.2428396485 |
| 2017-03-01 | 30.1033998280 |
| 2017-04-01 | 30.0105949943 |
| 2017-05-01 | 30.1951681353 |
| 2017-06-01 | 30.1144575672 |
| 2017-07-01 | 29.8225192105 |
| 2017-08-01 | 29.6035214479 |
| 2017-09-01 | 30.0319396925 |
| 2017-10-01 | 29.3420674940 |
| 2017-11-01 | 29.4583773426 |
| 2017-12-01 | 29.1532110665 |
| 2018-01-01 | 29.5586287343 |
| 2018-02-01 | 30.1638940838 |
| 2018-03-01 | 29.9372434301 |
| 2018-04-01 | 29.5923788065 |
| 2018-05-01 | 29.2736397833 |
| 2018-06-01 | 29.1735802079 |
| 2018-07-01 | 29.0512677627 |
| 2018-08-01 | 28.8536912596 |
| 2018-09-01 | 28.6005891526 |
| 2018-10-01 | 28.3741098687 |
| 2018-11-01 | 27.9992274031 |
| 2018-12-01 | 27.7057124284 |
| 2019-01-01 | 27.6967175651 |
| 2019-02-01 | 27.6833937827 |
| 2019-03-01 | 27.6148521126 |
| 2019-04-01 | 28.0343696167 |
| 2019-05-01 | 28.4125982138 |
| 2019-06-01 | 28.2703664721 |
| 2019-07-01 | 28.3301105567 |
| 2019-08-01 | 28.5372438214 |
| 2019-09-01 | 27.8710052016 |
| 2019-10-01 | 28.4680259174 |
| 2019-11-01 | 29.6926531921 |
| 2019-12-01 | 28.6864930031 |
| 2020-01-01 | 28.4464383201 |
| 2020-02-01 | 28.3132405045 |
| 2020-03-01 | 28.2681095020 |
| 2020-04-01 | 23.2507599384 |
| 2020-05-01 | 24.2331258354 |
| 2020-06-01 | 25.0042470916 |
| 2020-07-01 | 24.3114664624 |
| 2020-08-01 | 24.5698683153 |
| 2020-09-01 | 24.0831342760 |
| 2020-10-01 | 24.6608779037 |
| 2020-11-01 | 25.0697758638 |
| 2020-12-01 | 25.7011819450 |
| 2021-01-01 | 25.3509680998 |
| 2021-02-01 | 25.6668507251 |
| 2021-03-01 | 25.9989854639 |
| 2021-04-01 | 25.8207851769 |
| 2021-05-01 | 25.8531773555 |
| 2021-06-01 | 26.2692442583 |
| 2021-07-01 | 26.5057958473 |
| 2021-08-01 | 26.6867558808 |
| 2021-09-01 | 26.7690694685 |
| 2021-10-01 | 27.5940672175 |
| 2021-11-01 | 27.5179146701 |
| 2021-12-01 | 27.8335006962 |
| 2022-01-01 | 28.0801284444 |
| 2022-02-01 | 28.4925114758 |
| 2022-03-01 | 28.4672163178 |
| 2022-04-01 | 28.8935819788 |
| 2022-05-01 | 28.1830955087 |
| 2022-06-01 | 28.3374474060 |
| 2022-07-01 | 28.0876841899 |
| 2022-08-01 | 27.9864562416 |
| 2022-09-01 | 28.3659715929 |
| 2022-10-01 | 28.5119753171 |
| 2022-11-01 | 28.4408345569 |
| 2022-12-01 | 28.1895486287 |
| 2023-01-01 | 28.4363843591 |
| 2023-02-01 | 28.2473349026 |
| 2023-03-01 | 28.1662673139 |
| 2023-04-01 | 28.0500957986 |
| 2023-05-01 | 28.1148503487 |
| 2023-06-01 | 28.0582045251 |
| 2023-07-01 | 28.5759292146 |
| 2023-08-01 | 28.4553371587 |
| 2023-09-01 | 28.8760910304 |
| 2023-10-01 | 28.5716158894 |
| 2023-11-01 | 28.6999470769 |
| 2023-12-01 | 28.6340765837 |
| 2024-01-01 | 28.4760268390 |
| 2024-02-01 | 28.8637918061 |
| 2024-03-01 | 29.1416602946 |
| 2024-04-01 | 28.8225879849 |
| 2024-05-01 | 28.9022628066 |
| 2024-06-01 | 28.6637342005 |
| 2024-07-01 | 28.5524164355 |
| 2024-08-01 | 28.6007856172 |
| 2024-09-01 | 28.1999216372 |
| 2024-10-01 | 28.0582829466 |
| 2024-11-01 | 27.4969193902 |
| 2024-12-01 | 28.0598786058 |
| 2025-01-01 | 28.3404037437 |
| 2025-02-01 | 27.7596094687 |
| 2025-03-01 | 27.9032074299 |
| 2025-04-01 | 28.2070222541 |
| 2025-05-01 | 28.4583692798 |
| 2025-06-01 | 28.1297901189 |
| 2025-07-01 | 28.1441041703 |
| 2025-08-01 | 28.2380204568 |
| 2025-09-01 | 28.2305860921 |
| 2025-10-01 | 28.2288573320 |
| 2025-11-01 | 27.8401858359 |
| 2025-12-01 | 28.4504425834 |
| 2026-01-01 | 28.6253275792 |
| 2026-02-01 | 28.6073511220 |
| 2026-03-01 | 28.6162560571 |
| 2026-04-01 | 28.4981331859 |
| 2026-05-01 | 28.5272746391 |
| 2026-06-01 | 28.7023116573 |
| 2026-07-01 | 28.6353259131 |
| 2026-08-01 | 28.6932689367 |
| 2026-09-01 | 28.5614858066 |