Table Data - All Employees: Manufacturing in Harrisburg-Carlisle, PA (MSA)
| Title | All Employees: Manufacturing in Harrisburg-Carlisle, PA (MSA) |
|---|---|
| Series ID | HARR442MFG |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 12:11 PM 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 | 36.3385868857 |
| 1990-02-01 | 36.2437096360 |
| 1990-03-01 | 36.3085222809 |
| 1990-04-01 | 36.3520012538 |
| 1990-05-01 | 36.5417628783 |
| 1990-06-01 | 37.0467428369 |
| 1990-07-01 | 36.4219980780 |
| 1990-08-01 | 36.4489129844 |
| 1990-09-01 | 36.5169047477 |
| 1990-10-01 | 36.4170546334 |
| 1990-11-01 | 36.3599255463 |
| 1990-12-01 | 36.1904667530 |
| 1991-01-01 | 36.4526718416 |
| 1991-02-01 | 35.3488583431 |
| 1991-03-01 | 35.1987340352 |
| 1991-04-01 | 35.3406117354 |
| 1991-05-01 | 35.0255616922 |
| 1991-06-01 | 34.9157310675 |
| 1991-07-01 | 34.7242090009 |
| 1991-08-01 | 34.7654142438 |
| 1991-09-01 | 34.7290918121 |
| 1991-10-01 | 35.0350345496 |
| 1991-11-01 | 34.5774912900 |
| 1991-12-01 | 34.5911079990 |
| 1992-01-01 | 34.4855230345 |
| 1992-02-01 | 34.4589947576 |
| 1992-03-01 | 34.5781512412 |
| 1992-04-01 | 34.4271558628 |
| 1992-05-01 | 34.5122441900 |
| 1992-06-01 | 34.4918200723 |
| 1992-07-01 | 34.7191735826 |
| 1992-08-01 | 34.3545304169 |
| 1992-09-01 | 34.3413654692 |
| 1992-10-01 | 34.5568878052 |
| 1992-11-01 | 34.6875071691 |
| 1992-12-01 | 34.6728861079 |
| 1993-01-01 | 35.1417139050 |
| 1993-02-01 | 34.7834992046 |
| 1993-03-01 | 34.5396027962 |
| 1993-04-01 | 34.1217470301 |
| 1993-05-01 | 34.1868534649 |
| 1993-06-01 | 34.6486661273 |
| 1993-07-01 | 35.3975772310 |
| 1993-08-01 | 35.3413539180 |
| 1993-09-01 | 35.5610593559 |
| 1993-10-01 | 35.0799300194 |
| 1993-11-01 | 35.0094076756 |
| 1993-12-01 | 35.0920232643 |
| 1994-01-01 | 34.8844267593 |
| 1994-02-01 | 34.6788817029 |
| 1994-03-01 | 34.0933625854 |
| 1994-04-01 | 35.0091163296 |
| 1994-05-01 | 35.0601888265 |
| 1994-06-01 | 35.3977159738 |
| 1994-07-01 | 34.9834077733 |
| 1994-08-01 | 34.9512955981 |
| 1994-09-01 | 35.0865465749 |
| 1994-10-01 | 35.2148000227 |
| 1994-11-01 | 35.4623891124 |
| 1994-12-01 | 35.6348649575 |
| 1995-01-01 | 35.3228992875 |
| 1995-02-01 | 35.2848209013 |
| 1995-03-01 | 35.3609497522 |
| 1995-04-01 | 35.0686591299 |
| 1995-05-01 | 35.0125318215 |
| 1995-06-01 | 34.4977528416 |
| 1995-07-01 | 34.5658276724 |
| 1995-08-01 | 34.6889627421 |
| 1995-09-01 | 34.5209495121 |
| 1995-10-01 | 34.4472355084 |
| 1995-11-01 | 34.3422175449 |
| 1995-12-01 | 34.2313494779 |
| 1996-01-01 | 34.1253809826 |
| 1996-02-01 | 34.2639249031 |
| 1996-03-01 | 34.1253267202 |
| 1996-04-01 | 33.8912612797 |
| 1996-05-01 | 33.8657757230 |
| 1996-06-01 | 33.4968903640 |
| 1996-07-01 | 33.8584727114 |
| 1996-08-01 | 33.7279222096 |
| 1996-09-01 | 33.6532203494 |
| 1996-10-01 | 33.6733802395 |
| 1996-11-01 | 33.3258342107 |
| 1996-12-01 | 33.5143436896 |
| 1997-01-01 | 33.9280539883 |
| 1997-02-01 | 34.1514320572 |
| 1997-03-01 | 33.9058956801 |
| 1997-04-01 | 33.9446036748 |
| 1997-05-01 | 33.7318007733 |
| 1997-06-01 | 33.7002294010 |
| 1997-07-01 | 33.6375758272 |
| 1997-08-01 | 33.5601030770 |
| 1997-09-01 | 33.7862258146 |
| 1997-10-01 | 33.7907286949 |
| 1997-11-01 | 33.8820677958 |
| 1997-12-01 | 34.0714710336 |
| 1998-01-01 | 34.0214639825 |
| 1998-02-01 | 34.1250206953 |
| 1998-03-01 | 34.3025649843 |
| 1998-04-01 | 34.5216040092 |
| 1998-05-01 | 34.7246163837 |
| 1998-06-01 | 34.8416258356 |
| 1998-07-01 | 34.7232500199 |
| 1998-08-01 | 34.5683655305 |
| 1998-09-01 | 34.3835360756 |
| 1998-10-01 | 34.3030175940 |
| 1998-11-01 | 33.7187575472 |
| 1998-12-01 | 33.4846905591 |
| 1999-01-01 | 33.7138884583 |
| 1999-02-01 | 33.3016074505 |
| 1999-03-01 | 33.0930666516 |
| 1999-04-01 | 33.1259699012 |
| 1999-05-01 | 32.7187042914 |
| 1999-06-01 | 32.7387933081 |
| 1999-07-01 | 32.7271952829 |
| 1999-08-01 | 32.1206439898 |
| 1999-09-01 | 31.4803717239 |
| 1999-10-01 | 31.2009982934 |
| 1999-11-01 | 31.3275961657 |
| 1999-12-01 | 31.1683894490 |
| 2000-01-01 | 31.1909915396 |
| 2000-02-01 | 31.1758485745 |
| 2000-03-01 | 31.1788637926 |
| 2000-04-01 | 31.1432735696 |
| 2000-05-01 | 31.3267873993 |
| 2000-06-01 | 31.3699866418 |
| 2000-07-01 | 31.3282059293 |
| 2000-08-01 | 31.4435873593 |
| 2000-09-01 | 31.3528716915 |
| 2000-10-01 | 31.2924129373 |
| 2000-11-01 | 31.3151028140 |
| 2000-12-01 | 31.1468666045 |
| 2001-01-01 | 30.6862059761 |
| 2001-02-01 | 30.6663126073 |
| 2001-03-01 | 30.2730666087 |
| 2001-04-01 | 29.7797785809 |
| 2001-05-01 | 29.3153438426 |
| 2001-06-01 | 28.8294156781 |
| 2001-07-01 | 28.6145827519 |
| 2001-08-01 | 28.3850273692 |
| 2001-09-01 | 28.4532465326 |
| 2001-10-01 | 28.1830142900 |
| 2001-11-01 | 27.9924289149 |
| 2001-12-01 | 27.9551168362 |
| 2002-01-01 | 27.9737346722 |
| 2002-02-01 | 27.8465389255 |
| 2002-03-01 | 28.1645318140 |
| 2002-04-01 | 27.6871161979 |
| 2002-05-01 | 25.1882326271 |
| 2002-06-01 | 26.5790457839 |
| 2002-07-01 | 27.6792527333 |
| 2002-08-01 | 27.5994415634 |
| 2002-09-01 | 27.5477540697 |
| 2002-10-01 | 27.4748698314 |
| 2002-11-01 | 27.2792077028 |
| 2002-12-01 | 27.3784431877 |
| 2003-01-01 | 27.4823459097 |
| 2003-02-01 | 26.8467069938 |
| 2003-03-01 | 26.5603173931 |
| 2003-04-01 | 26.5956614631 |
| 2003-05-01 | 26.4665086097 |
| 2003-06-01 | 26.6900231722 |
| 2003-07-01 | 26.2414742161 |
| 2003-08-01 | 26.1093536920 |
| 2003-09-01 | 26.0686759257 |
| 2003-10-01 | 25.8642243559 |
| 2003-11-01 | 25.8830924554 |
| 2003-12-01 | 25.6191439499 |
| 2004-01-01 | 25.5812369962 |
| 2004-02-01 | 25.5499101112 |
| 2004-03-01 | 25.4624543823 |
| 2004-04-01 | 25.4883711517 |
| 2004-05-01 | 25.5422546198 |
| 2004-06-01 | 25.3784361600 |
| 2004-07-01 | 25.6069390411 |
| 2004-08-01 | 25.3955232075 |
| 2004-09-01 | 25.2979963837 |
| 2004-10-01 | 25.3554462015 |
| 2004-11-01 | 25.3919088871 |
| 2004-12-01 | 25.3665805525 |
| 2005-01-01 | 25.6018570333 |
| 2005-02-01 | 25.0471600842 |
| 2005-03-01 | 24.8597471948 |
| 2005-04-01 | 25.1957327048 |
| 2005-05-01 | 25.0214890681 |
| 2005-06-01 | 24.8490757862 |
| 2005-07-01 | 24.7943110786 |
| 2005-08-01 | 24.6775681870 |
| 2005-09-01 | 24.6237558973 |
| 2005-10-01 | 24.5516856042 |
| 2005-11-01 | 24.5013621494 |
| 2005-12-01 | 24.4866138195 |
| 2006-01-01 | 24.6241899585 |
| 2006-02-01 | 24.8588484862 |
| 2006-03-01 | 24.8499620251 |
| 2006-04-01 | 24.7954166728 |
| 2006-05-01 | 24.8138624133 |
| 2006-06-01 | 24.8168892227 |
| 2006-07-01 | 24.7935755877 |
| 2006-08-01 | 24.7580627611 |
| 2006-09-01 | 24.7256930035 |
| 2006-10-01 | 24.7440683189 |
| 2006-11-01 | 24.6076756467 |
| 2006-12-01 | 24.4878754182 |
| 2007-01-01 | 24.5647342077 |
| 2007-02-01 | 24.6737766062 |
| 2007-03-01 | 24.2413470031 |
| 2007-04-01 | 24.1901323480 |
| 2007-05-01 | 24.2162409657 |
| 2007-06-01 | 24.2794831834 |
| 2007-07-01 | 24.3036550606 |
| 2007-08-01 | 24.3576628332 |
| 2007-09-01 | 24.1138211829 |
| 2007-10-01 | 24.2376559621 |
| 2007-11-01 | 24.2147853771 |
| 2007-12-01 | 24.2671929494 |
| 2008-01-01 | 24.3019726477 |
| 2008-02-01 | 24.4137169950 |
| 2008-03-01 | 24.3548851940 |
| 2008-04-01 | 24.1726598112 |
| 2008-05-01 | 24.1119641535 |
| 2008-06-01 | 24.0468315893 |
| 2008-07-01 | 23.8081368189 |
| 2008-08-01 | 23.6577640304 |
| 2008-09-01 | 23.6052446949 |
| 2008-10-01 | 23.1429434253 |
| 2008-11-01 | 22.9102697801 |
| 2008-12-01 | 22.6554560322 |
| 2009-01-01 | 22.0156873808 |
| 2009-02-01 | 21.8166738560 |
| 2009-03-01 | 21.6636205993 |
| 2009-04-01 | 21.4182023169 |
| 2009-05-01 | 20.8974920856 |
| 2009-06-01 | 20.4525734536 |
| 2009-07-01 | 20.2353913031 |
| 2009-08-01 | 20.1993363923 |
| 2009-09-01 | 20.2169556166 |
| 2009-10-01 | 20.1634957021 |
| 2009-11-01 | 20.1119706687 |
| 2009-12-01 | 20.0556258285 |
| 2010-01-01 | 19.9129902502 |
| 2010-02-01 | 19.9239793589 |
| 2010-03-01 | 19.8769544750 |
| 2010-04-01 | 19.9685694947 |
| 2010-05-01 | 19.9772760906 |
| 2010-06-01 | 20.1309588710 |
| 2010-07-01 | 20.2144384273 |
| 2010-08-01 | 19.9918610071 |
| 2010-09-01 | 20.0310009480 |
| 2010-10-01 | 19.9830824379 |
| 2010-11-01 | 19.9135301329 |
| 2010-12-01 | 19.9670742764 |
| 2011-01-01 | 19.9333673027 |
| 2011-02-01 | 19.9387861234 |
| 2011-03-01 | 20.0012304285 |
| 2011-04-01 | 20.1430080079 |
| 2011-05-01 | 20.1577388557 |
| 2011-06-01 | 20.0000444597 |
| 2011-07-01 | 20.0871897333 |
| 2011-08-01 | 20.1850433801 |
| 2011-09-01 | 20.1553141444 |
| 2011-10-01 | 20.2023152114 |
| 2011-11-01 | 20.3266741014 |
| 2011-12-01 | 20.2864956497 |
| 2012-01-01 | 20.3411127376 |
| 2012-02-01 | 20.3476291328 |
| 2012-03-01 | 20.3191042299 |
| 2012-04-01 | 20.3215008159 |
| 2012-05-01 | 20.3361191635 |
| 2012-06-01 | 20.3749851879 |
| 2012-07-01 | 20.3602849895 |
| 2012-08-01 | 20.2830222554 |
| 2012-09-01 | 20.0869677714 |
| 2012-10-01 | 19.8182316019 |
| 2012-11-01 | 19.8346588451 |
| 2012-12-01 | 19.8089715557 |
| 2013-01-01 | 19.8222588529 |
| 2013-02-01 | 19.8298659192 |
| 2013-03-01 | 19.7102529111 |
| 2013-04-01 | 19.7133554731 |
| 2013-05-01 | 19.6271978550 |
| 2013-06-01 | 19.7669931569 |
| 2013-07-01 | 19.6559199589 |
| 2013-08-01 | 19.8027899440 |
| 2013-09-01 | 19.9076028827 |
| 2013-10-01 | 20.0292650450 |
| 2013-11-01 | 20.2504838797 |
| 2013-12-01 | 20.3279440519 |
| 2014-01-01 | 20.4082786732 |
| 2014-02-01 | 20.5294824573 |
| 2014-03-01 | 20.8082393316 |
| 2014-04-01 | 20.8153620880 |
| 2014-05-01 | 21.0143614420 |
| 2014-06-01 | 21.1465829576 |
| 2014-07-01 | 21.3246472626 |
| 2014-08-01 | 21.3018273182 |
| 2014-09-01 | 21.3162960611 |
| 2014-10-01 | 21.4385468182 |
| 2014-11-01 | 21.4574854511 |
| 2014-12-01 | 21.5437649370 |
| 2015-01-01 | 21.4981081140 |
| 2015-02-01 | 21.5364459404 |
| 2015-03-01 | 21.4954723000 |
| 2015-04-01 | 21.5186465659 |
| 2015-05-01 | 21.5131841600 |
| 2015-06-01 | 21.4495625084 |
| 2015-07-01 | 21.4217202780 |
| 2015-08-01 | 21.3285795912 |
| 2015-09-01 | 21.5121531598 |
| 2015-10-01 | 21.3433835562 |
| 2015-11-01 | 21.2702619830 |
| 2015-12-01 | 21.2517963501 |
| 2016-01-01 | 21.2634646499 |
| 2016-02-01 | 21.2188303852 |
| 2016-03-01 | 21.2749929891 |
| 2016-04-01 | 21.2101163293 |
| 2016-05-01 | 21.2117465938 |
| 2016-06-01 | 21.2839696089 |
| 2016-07-01 | 21.2322709179 |
| 2016-08-01 | 21.2495606548 |
| 2016-09-01 | 21.3033809587 |
| 2016-10-01 | 21.3468877732 |
| 2016-11-01 | 21.3787487502 |
| 2016-12-01 | 21.3551952707 |
| 2017-01-01 | 21.4361651156 |
| 2017-02-01 | 21.4031245497 |
| 2017-03-01 | 21.3571723735 |
| 2017-04-01 | 21.4132170846 |
| 2017-05-01 | 21.4219663705 |
| 2017-06-01 | 21.3187278874 |
| 2017-07-01 | 21.4358835122 |
| 2017-08-01 | 21.4533393684 |
| 2017-09-01 | 21.3874791962 |
| 2017-10-01 | 21.3489187329 |
| 2017-11-01 | 21.3920889549 |
| 2017-12-01 | 21.2558712809 |
| 2018-01-01 | 21.1084165016 |
| 2018-02-01 | 21.1698907248 |
| 2018-03-01 | 21.2433260922 |
| 2018-04-01 | 21.4133382917 |
| 2018-05-01 | 21.3406404172 |
| 2018-06-01 | 21.4633077464 |
| 2018-07-01 | 21.4525227601 |
| 2018-08-01 | 21.4473181496 |
| 2018-09-01 | 21.5683810971 |
| 2018-10-01 | 21.5493465605 |
| 2018-11-01 | 21.5888306829 |
| 2018-12-01 | 21.7506051613 |
| 2019-01-01 | 21.9086006354 |
| 2019-02-01 | 21.9503607137 |
| 2019-03-01 | 22.1389331379 |
| 2019-04-01 | 22.0193580595 |
| 2019-05-01 | 22.0682531384 |
| 2019-06-01 | 21.8992129436 |
| 2019-07-01 | 21.8639655324 |
| 2019-08-01 | 21.8340498225 |
| 2019-09-01 | 21.8469326972 |
| 2019-10-01 | 22.0417809793 |
| 2019-11-01 | 22.0837717491 |
| 2019-12-01 | 22.2433961162 |
| 2020-01-01 | 22.3145685462 |
| 2020-02-01 | 22.4326161811 |
| 2020-03-01 | 22.4294750975 |
| 2020-04-01 | 20.3101832080 |
| 2020-05-01 | 20.4887443503 |
| 2020-06-01 | 20.7427418484 |
| 2020-07-01 | 21.1033885465 |
| 2020-08-01 | 21.2401794260 |
| 2020-09-01 | 21.3390104758 |
| 2020-10-01 | 21.3188494506 |
| 2020-11-01 | 21.3629976836 |
| 2020-12-01 | 21.4273569461 |
| 2021-01-01 | 21.3143064037 |
| 2021-02-01 | 21.6164931948 |
| 2021-03-01 | 21.8161191294 |
| 2021-04-01 | 21.7217871581 |
| 2021-05-01 | 21.7079471251 |
| 2021-06-01 | 21.6445578306 |
| 2021-07-01 | 21.8211444192 |
| 2021-08-01 | 21.9353834544 |
| 2021-09-01 | 22.0338430310 |
| 2021-10-01 | 21.9939369051 |
| 2021-11-01 | 22.1470230710 |
| 2021-12-01 | 22.1231029963 |
| 2022-01-01 | 22.1339744769 |
| 2022-02-01 | 22.2222415890 |
| 2022-03-01 | 22.2135422478 |
| 2022-04-01 | 22.3221520109 |
| 2022-05-01 | 22.3152778293 |
| 2022-06-01 | 22.3309429170 |
| 2022-07-01 | 22.4345238367 |
| 2022-08-01 | 22.4376431090 |
| 2022-09-01 | 22.4484380264 |
| 2022-10-01 | 22.4740122123 |
| 2022-11-01 | 22.4287988689 |
| 2022-12-01 | 22.4226653027 |
| 2023-01-01 | 22.4467675245 |
| 2023-02-01 | 22.4298662177 |
| 2023-03-01 | 22.5139024717 |
| 2023-04-01 | 22.6236449417 |
| 2023-05-01 | 22.5127887808 |
| 2023-06-01 | 22.1081716893 |
| 2023-07-01 | 22.1394390711 |
| 2023-08-01 | 22.1515869894 |
| 2023-09-01 | 22.1689291844 |
| 2023-10-01 | 22.2681431730 |
| 2023-11-01 | 22.2274061127 |
| 2023-12-01 | 22.2303732075 |
| 2024-01-01 | 22.0454533616 |
| 2024-02-01 | 21.8280375711 |
| 2024-03-01 | 21.8080358176 |
| 2024-04-01 | 21.6175194880 |
| 2024-05-01 | 21.4961254226 |
| 2024-06-01 | 21.4903131531 |
| 2024-07-01 | 21.2413884714 |
| 2024-08-01 | 21.1706306972 |
| 2024-09-01 | 21.0971806592 |
| 2024-10-01 | 20.9715297467 |
| 2024-11-01 | 20.8322011335 |
| 2024-12-01 | 20.6315684767 |
| 2025-01-01 | 20.5265208941 |
| 2025-02-01 | 20.5166759919 |
| 2025-03-01 | 20.3000848249 |
| 2025-04-01 | 20.3169017208 |
| 2025-05-01 | 20.1846114521 |
| 2025-06-01 | 20.1855803195 |
| 2025-07-01 | 20.1375829347 |
| 2025-08-01 | 19.9829773602 |
| 2025-09-01 | 19.8116769218 |
| 2025-10-01 | 19.6823563383 |
| 2025-11-01 | 19.7407232722 |
| 2025-12-01 | 19.7371717014 |
| 2026-01-01 | 19.8186444071 |
| 2026-02-01 | 19.8055811759 |
| 2026-03-01 | 19.8012145670 |
| 2026-04-01 | 19.7147228246 |
| 2026-05-01 | 19.7791005172 |
| 2026-06-01 | 19.6828439624 |
| 2026-07-01 | 19.7264611556 |
| 2026-08-01 | 19.6816195307 |