Table Data - All Employees: Education and Health Services: Private Education and Health Services in Harrisburg-Carlisle, PA (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Harrisburg-Carlisle, PA (MSA) |
|---|---|
| Series ID | HARR442EDUH |
| 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 9:44 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 | 31.6701276226 |
| 1990-02-01 | 31.6600450505 |
| 1990-03-01 | 31.7024775329 |
| 1990-04-01 | 31.6089547092 |
| 1990-05-01 | 31.6259999962 |
| 1990-06-01 | 31.8005323616 |
| 1990-07-01 | 31.7738050510 |
| 1990-08-01 | 32.1230648075 |
| 1990-09-01 | 32.1654116815 |
| 1990-10-01 | 32.0868797236 |
| 1990-11-01 | 32.2218555019 |
| 1990-12-01 | 32.4529134780 |
| 1991-01-01 | 31.7735913464 |
| 1991-02-01 | 32.1558771589 |
| 1991-03-01 | 32.1892128816 |
| 1991-04-01 | 32.2945970085 |
| 1991-05-01 | 32.4048970688 |
| 1991-06-01 | 32.5147051831 |
| 1991-07-01 | 32.8122262986 |
| 1991-08-01 | 33.0458808909 |
| 1991-09-01 | 32.7689554517 |
| 1991-10-01 | 32.9809683048 |
| 1991-11-01 | 33.1112224065 |
| 1991-12-01 | 33.3562399228 |
| 1992-01-01 | 33.8180808099 |
| 1992-02-01 | 33.7308071279 |
| 1992-03-01 | 33.8568310896 |
| 1992-04-01 | 33.9631611633 |
| 1992-05-01 | 33.9617077884 |
| 1992-06-01 | 34.1540874466 |
| 1992-07-01 | 34.3687060020 |
| 1992-08-01 | 34.2903576409 |
| 1992-09-01 | 34.5710724268 |
| 1992-10-01 | 34.7703174530 |
| 1992-11-01 | 34.7066702092 |
| 1992-12-01 | 34.7424825823 |
| 1993-01-01 | 34.5367613276 |
| 1993-02-01 | 34.5814904113 |
| 1993-03-01 | 34.5053123646 |
| 1993-04-01 | 34.7316011265 |
| 1993-05-01 | 34.9181425843 |
| 1993-06-01 | 34.9926815003 |
| 1993-07-01 | 34.9265442105 |
| 1993-08-01 | 35.0360542762 |
| 1993-09-01 | 35.4946164766 |
| 1993-10-01 | 34.8830743174 |
| 1993-11-01 | 34.7268927032 |
| 1993-12-01 | 35.0297245873 |
| 1994-01-01 | 35.2637147804 |
| 1994-02-01 | 35.1015360948 |
| 1994-03-01 | 35.3473369063 |
| 1994-04-01 | 35.3091254412 |
| 1994-05-01 | 35.2837791399 |
| 1994-06-01 | 35.2298863574 |
| 1994-07-01 | 35.1855198987 |
| 1994-08-01 | 34.9603222246 |
| 1994-09-01 | 35.5264842331 |
| 1994-10-01 | 35.7980872838 |
| 1994-11-01 | 35.9186874810 |
| 1994-12-01 | 35.7956979276 |
| 1995-01-01 | 35.9910379540 |
| 1995-02-01 | 36.1140509021 |
| 1995-03-01 | 36.1811606789 |
| 1995-04-01 | 36.2878987230 |
| 1995-05-01 | 36.4770454180 |
| 1995-06-01 | 36.4904953533 |
| 1995-07-01 | 36.5622304259 |
| 1995-08-01 | 36.6174970914 |
| 1995-09-01 | 37.0478077223 |
| 1995-10-01 | 36.4981301317 |
| 1995-11-01 | 36.3940939864 |
| 1995-12-01 | 36.8540734118 |
| 1996-01-01 | 36.4184290754 |
| 1996-02-01 | 36.9366811074 |
| 1996-03-01 | 37.0449150410 |
| 1996-04-01 | 37.0783894605 |
| 1996-05-01 | 37.1844236287 |
| 1996-06-01 | 36.7409771123 |
| 1996-07-01 | 37.1881585790 |
| 1996-08-01 | 37.3443173660 |
| 1996-09-01 | 37.2550139085 |
| 1996-10-01 | 37.5036591693 |
| 1996-11-01 | 37.5533007473 |
| 1996-12-01 | 37.7009483542 |
| 1997-01-01 | 37.9746312848 |
| 1997-02-01 | 38.2943243112 |
| 1997-03-01 | 38.4228732619 |
| 1997-04-01 | 37.8719198901 |
| 1997-05-01 | 37.7953554581 |
| 1997-06-01 | 38.0126982500 |
| 1997-07-01 | 38.0877739929 |
| 1997-08-01 | 38.2657464711 |
| 1997-09-01 | 38.4459022901 |
| 1997-10-01 | 38.5844130243 |
| 1997-11-01 | 38.8145530951 |
| 1997-12-01 | 38.7462956090 |
| 1998-01-01 | 38.7183341264 |
| 1998-02-01 | 38.7945801990 |
| 1998-03-01 | 38.7557955975 |
| 1998-04-01 | 38.8777347106 |
| 1998-05-01 | 38.6819976719 |
| 1998-06-01 | 38.9587149104 |
| 1998-07-01 | 38.9701000247 |
| 1998-08-01 | 38.7522574302 |
| 1998-09-01 | 38.8134149476 |
| 1998-10-01 | 38.9923575053 |
| 1998-11-01 | 39.1064460461 |
| 1998-12-01 | 38.9065660700 |
| 1999-01-01 | 38.4399878937 |
| 1999-02-01 | 38.9442989432 |
| 1999-03-01 | 39.0004801704 |
| 1999-04-01 | 39.2007834422 |
| 1999-05-01 | 39.2560002604 |
| 1999-06-01 | 39.1536660614 |
| 1999-07-01 | 39.3141707668 |
| 1999-08-01 | 39.4300078011 |
| 1999-09-01 | 39.5887844038 |
| 1999-10-01 | 39.3843339280 |
| 1999-11-01 | 39.7132669709 |
| 1999-12-01 | 39.7816098372 |
| 2000-01-01 | 40.3094058499 |
| 2000-02-01 | 40.1091639382 |
| 2000-03-01 | 40.4401124730 |
| 2000-04-01 | 40.5256246048 |
| 2000-05-01 | 40.7140267134 |
| 2000-06-01 | 40.6466638538 |
| 2000-07-01 | 40.6567546607 |
| 2000-08-01 | 41.2011496293 |
| 2000-09-01 | 41.3428204524 |
| 2000-10-01 | 41.5886689221 |
| 2000-11-01 | 41.5338092160 |
| 2000-12-01 | 41.8604404499 |
| 2001-01-01 | 41.6484753505 |
| 2001-02-01 | 42.1854168017 |
| 2001-03-01 | 41.9647033805 |
| 2001-04-01 | 42.1561292327 |
| 2001-05-01 | 42.2736382821 |
| 2001-06-01 | 42.2014010050 |
| 2001-07-01 | 42.0774294627 |
| 2001-08-01 | 42.1362727416 |
| 2001-09-01 | 42.2422736266 |
| 2001-10-01 | 42.2135670261 |
| 2001-11-01 | 42.3117547065 |
| 2001-12-01 | 42.4993177580 |
| 2002-01-01 | 42.3420521466 |
| 2002-02-01 | 42.5456077640 |
| 2002-03-01 | 42.5849665554 |
| 2002-04-01 | 42.5901081536 |
| 2002-05-01 | 42.8538943157 |
| 2002-06-01 | 43.0182470151 |
| 2002-07-01 | 43.0913773860 |
| 2002-08-01 | 43.0559834663 |
| 2002-09-01 | 43.1557196895 |
| 2002-10-01 | 43.4606128340 |
| 2002-11-01 | 43.4957076864 |
| 2002-12-01 | 43.3700319193 |
| 2003-01-01 | 43.3234628859 |
| 2003-02-01 | 43.1786049674 |
| 2003-03-01 | 43.3799700099 |
| 2003-04-01 | 43.3069156228 |
| 2003-05-01 | 43.0431867512 |
| 2003-06-01 | 43.1113433135 |
| 2003-07-01 | 43.5116806801 |
| 2003-08-01 | 43.2762819752 |
| 2003-09-01 | 42.4179322611 |
| 2003-10-01 | 42.1278412886 |
| 2003-11-01 | 42.2099086707 |
| 2003-12-01 | 42.1805348089 |
| 2004-01-01 | 42.3476994320 |
| 2004-02-01 | 42.1824318516 |
| 2004-03-01 | 42.2758767907 |
| 2004-04-01 | 42.3946448872 |
| 2004-05-01 | 42.1377513904 |
| 2004-06-01 | 42.7293133859 |
| 2004-07-01 | 43.3577061894 |
| 2004-08-01 | 43.1201972943 |
| 2004-09-01 | 42.5676452557 |
| 2004-10-01 | 42.6851817697 |
| 2004-11-01 | 42.6867317724 |
| 2004-12-01 | 42.9749177096 |
| 2005-01-01 | 43.2003641353 |
| 2005-02-01 | 43.3592472920 |
| 2005-03-01 | 43.3532482007 |
| 2005-04-01 | 43.3455389409 |
| 2005-05-01 | 43.0964228619 |
| 2005-06-01 | 43.7013665437 |
| 2005-07-01 | 44.2461789396 |
| 2005-08-01 | 44.1163471857 |
| 2005-09-01 | 44.0332245690 |
| 2005-10-01 | 44.0036106575 |
| 2005-11-01 | 44.0440874531 |
| 2005-12-01 | 44.0392136889 |
| 2006-01-01 | 44.1579169935 |
| 2006-02-01 | 44.3061949615 |
| 2006-03-01 | 44.5451401394 |
| 2006-04-01 | 44.4719738861 |
| 2006-05-01 | 44.5458855710 |
| 2006-06-01 | 44.6151064702 |
| 2006-07-01 | 44.4543920539 |
| 2006-08-01 | 44.7623268259 |
| 2006-09-01 | 44.6902923007 |
| 2006-10-01 | 44.7037329947 |
| 2006-11-01 | 44.8626602660 |
| 2006-12-01 | 45.0665042140 |
| 2007-01-01 | 45.1164845622 |
| 2007-02-01 | 45.2576927699 |
| 2007-03-01 | 45.2536670228 |
| 2007-04-01 | 45.3000453029 |
| 2007-05-01 | 45.6028879164 |
| 2007-06-01 | 45.4580981454 |
| 2007-07-01 | 45.1883124614 |
| 2007-08-01 | 45.4437018485 |
| 2007-09-01 | 45.6386511689 |
| 2007-10-01 | 45.7722116273 |
| 2007-11-01 | 45.8350223882 |
| 2007-12-01 | 45.7545610524 |
| 2008-01-01 | 45.9813812925 |
| 2008-02-01 | 46.0213592415 |
| 2008-03-01 | 46.0717281746 |
| 2008-04-01 | 46.3380376346 |
| 2008-05-01 | 46.4887110579 |
| 2008-06-01 | 46.5226706733 |
| 2008-07-01 | 46.8398490525 |
| 2008-08-01 | 46.8582721094 |
| 2008-09-01 | 46.8426116172 |
| 2008-10-01 | 47.1286606290 |
| 2008-11-01 | 47.0713287177 |
| 2008-12-01 | 47.2152457149 |
| 2009-01-01 | 47.3557321982 |
| 2009-02-01 | 47.5108127652 |
| 2009-03-01 | 47.5813108041 |
| 2009-04-01 | 47.8042318040 |
| 2009-05-01 | 48.1836134088 |
| 2009-06-01 | 47.7937291434 |
| 2009-07-01 | 47.8846145471 |
| 2009-08-01 | 47.7589218598 |
| 2009-09-01 | 47.8216627761 |
| 2009-10-01 | 47.8741091368 |
| 2009-11-01 | 48.0067679237 |
| 2009-12-01 | 48.1690132016 |
| 2010-01-01 | 48.2392104425 |
| 2010-02-01 | 48.1092650872 |
| 2010-03-01 | 48.0799650945 |
| 2010-04-01 | 48.4160728513 |
| 2010-05-01 | 48.6097594846 |
| 2010-06-01 | 47.9482459398 |
| 2010-07-01 | 48.5222279199 |
| 2010-08-01 | 48.8450992384 |
| 2010-09-01 | 48.5726266586 |
| 2010-10-01 | 49.0137389029 |
| 2010-11-01 | 49.2384771315 |
| 2010-12-01 | 49.2365448054 |
| 2011-01-01 | 49.2253362212 |
| 2011-02-01 | 49.4219024811 |
| 2011-03-01 | 49.3463907731 |
| 2011-04-01 | 49.5488251237 |
| 2011-05-01 | 49.6396382354 |
| 2011-06-01 | 49.8261473911 |
| 2011-07-01 | 49.6749572521 |
| 2011-08-01 | 49.7921704686 |
| 2011-09-01 | 49.9110922884 |
| 2011-10-01 | 49.8576003430 |
| 2011-11-01 | 49.9808607746 |
| 2011-12-01 | 50.1240654087 |
| 2012-01-01 | 50.0176447320 |
| 2012-02-01 | 50.0285876761 |
| 2012-03-01 | 50.3115441062 |
| 2012-04-01 | 50.1909704646 |
| 2012-05-01 | 50.2859712668 |
| 2012-06-01 | 50.3693085155 |
| 2012-07-01 | 50.4201617890 |
| 2012-08-01 | 50.3125755789 |
| 2012-09-01 | 50.5519371076 |
| 2012-10-01 | 50.6066534737 |
| 2012-11-01 | 50.5339223202 |
| 2012-12-01 | 50.6258476026 |
| 2013-01-01 | 50.7057409591 |
| 2013-02-01 | 51.2371120358 |
| 2013-03-01 | 51.0812693672 |
| 2013-04-01 | 51.1138601798 |
| 2013-05-01 | 51.3435909438 |
| 2013-06-01 | 51.3195565942 |
| 2013-07-01 | 51.6491630921 |
| 2013-08-01 | 51.7397994054 |
| 2013-09-01 | 51.9035448147 |
| 2013-10-01 | 52.1449673355 |
| 2013-11-01 | 52.1820147616 |
| 2013-12-01 | 52.1233792445 |
| 2014-01-01 | 52.4236787481 |
| 2014-02-01 | 52.3266692934 |
| 2014-03-01 | 52.6690666809 |
| 2014-04-01 | 52.5075860942 |
| 2014-05-01 | 52.7172893783 |
| 2014-06-01 | 52.5582983632 |
| 2014-07-01 | 52.7619641176 |
| 2014-08-01 | 53.0601424788 |
| 2014-09-01 | 53.0702966949 |
| 2014-10-01 | 53.0979173531 |
| 2014-11-01 | 53.2451199742 |
| 2014-12-01 | 53.3108467402 |
| 2015-01-01 | 53.5330541565 |
| 2015-02-01 | 53.8171832989 |
| 2015-03-01 | 53.6896234884 |
| 2015-04-01 | 53.7825142818 |
| 2015-05-01 | 53.5967656713 |
| 2015-06-01 | 54.0847454016 |
| 2015-07-01 | 54.0805758981 |
| 2015-08-01 | 54.2674133566 |
| 2015-09-01 | 53.9424702631 |
| 2015-10-01 | 54.3555677480 |
| 2015-11-01 | 54.5074199648 |
| 2015-12-01 | 54.6818582897 |
| 2016-01-01 | 54.7646949689 |
| 2016-02-01 | 54.8973241567 |
| 2016-03-01 | 55.0337785448 |
| 2016-04-01 | 55.1633766570 |
| 2016-05-01 | 55.0729174298 |
| 2016-06-01 | 55.0786406828 |
| 2016-07-01 | 55.4022384231 |
| 2016-08-01 | 55.2471866848 |
| 2016-09-01 | 55.5121583546 |
| 2016-10-01 | 55.6182841077 |
| 2016-11-01 | 55.7777051980 |
| 2016-12-01 | 55.7507718405 |
| 2017-01-01 | 55.6813796452 |
| 2017-02-01 | 55.8958555889 |
| 2017-03-01 | 55.8944038976 |
| 2017-04-01 | 56.0708914053 |
| 2017-05-01 | 56.0395477816 |
| 2017-06-01 | 56.4715522001 |
| 2017-07-01 | 56.6134481682 |
| 2017-08-01 | 56.7109573931 |
| 2017-09-01 | 56.9775642537 |
| 2017-10-01 | 57.1737416490 |
| 2017-11-01 | 57.2458813170 |
| 2017-12-01 | 57.5385753229 |
| 2018-01-01 | 57.3047590632 |
| 2018-02-01 | 57.9014420392 |
| 2018-03-01 | 58.1443554423 |
| 2018-04-01 | 58.4978861489 |
| 2018-05-01 | 58.5935386690 |
| 2018-06-01 | 58.5605200236 |
| 2018-07-01 | 58.4219357986 |
| 2018-08-01 | 58.4431187433 |
| 2018-09-01 | 58.6494331007 |
| 2018-10-01 | 58.7415223842 |
| 2018-11-01 | 58.8186712186 |
| 2018-12-01 | 59.1765917036 |
| 2019-01-01 | 59.0805107917 |
| 2019-02-01 | 59.5355510761 |
| 2019-03-01 | 59.6999008179 |
| 2019-04-01 | 59.7427208946 |
| 2019-05-01 | 60.3239169489 |
| 2019-06-01 | 59.9229806410 |
| 2019-07-01 | 60.2361975881 |
| 2019-08-01 | 60.4519885180 |
| 2019-09-01 | 60.5195661791 |
| 2019-10-01 | 60.7373886062 |
| 2019-11-01 | 60.8979283225 |
| 2019-12-01 | 61.0377969391 |
| 2020-01-01 | 61.4424286604 |
| 2020-02-01 | 61.2751865134 |
| 2020-03-01 | 61.2259210215 |
| 2020-04-01 | 54.6279677206 |
| 2020-05-01 | 56.6382255624 |
| 2020-06-01 | 57.6191493813 |
| 2020-07-01 | 58.0896340157 |
| 2020-08-01 | 58.7216509485 |
| 2020-09-01 | 59.0295456932 |
| 2020-10-01 | 59.5105379754 |
| 2020-11-01 | 59.6420566650 |
| 2020-12-01 | 58.9237612862 |
| 2021-01-01 | 59.8269263062 |
| 2021-02-01 | 60.1226681110 |
| 2021-03-01 | 60.5344309780 |
| 2021-04-01 | 60.6412475882 |
| 2021-05-01 | 60.7667270243 |
| 2021-06-01 | 60.8889438419 |
| 2021-07-01 | 61.0040334556 |
| 2021-08-01 | 61.0682920276 |
| 2021-09-01 | 60.6239955088 |
| 2021-10-01 | 61.2603449407 |
| 2021-11-01 | 61.6604283264 |
| 2021-12-01 | 61.6686158619 |
| 2022-01-01 | 62.3632983092 |
| 2022-02-01 | 62.5361348300 |
| 2022-03-01 | 62.7981397177 |
| 2022-04-01 | 63.3590854412 |
| 2022-05-01 | 64.0116031923 |
| 2022-06-01 | 63.9638708709 |
| 2022-07-01 | 64.2023823172 |
| 2022-08-01 | 64.6579777878 |
| 2022-09-01 | 65.0139199251 |
| 2022-10-01 | 65.2036187874 |
| 2022-11-01 | 65.5708703050 |
| 2022-12-01 | 65.9848890115 |
| 2023-01-01 | 66.3820608152 |
| 2023-02-01 | 66.7299146036 |
| 2023-03-01 | 67.1662411221 |
| 2023-04-01 | 67.4430779467 |
| 2023-05-01 | 68.0576377861 |
| 2023-06-01 | 68.3898121410 |
| 2023-07-01 | 68.6176318777 |
| 2023-08-01 | 68.9575644342 |
| 2023-09-01 | 69.4266488648 |
| 2023-10-01 | 69.7444750512 |
| 2023-11-01 | 69.8828320896 |
| 2023-12-01 | 70.2582636726 |
| 2024-01-01 | 70.3016112882 |
| 2024-02-01 | 70.6114456490 |
| 2024-03-01 | 71.0348487480 |
| 2024-04-01 | 71.0300451849 |
| 2024-05-01 | 71.0920038310 |
| 2024-06-01 | 71.6547153460 |
| 2024-07-01 | 71.6072055621 |
| 2024-08-01 | 71.7452179103 |
| 2024-09-01 | 72.0657315295 |
| 2024-10-01 | 72.2875466690 |
| 2024-11-01 | 72.4972587581 |
| 2024-12-01 | 72.5158211369 |
| 2025-01-01 | 73.5180050643 |
| 2025-02-01 | 73.5956135961 |
| 2025-03-01 | 73.7297338431 |
| 2025-04-01 | 73.8167681212 |
| 2025-05-01 | 73.9299574067 |
| 2025-06-01 | 74.2327212162 |
| 2025-07-01 | 74.8078889824 |
| 2025-08-01 | 74.8233851402 |
| 2025-09-01 | 75.0051467576 |
| 2025-10-01 | 74.9962577797 |
| 2025-11-01 | 75.2884388576 |
| 2025-12-01 | 75.8704124290 |
| 2026-01-01 | 75.7636098696 |
| 2026-02-01 | 75.0879247531 |
| 2026-03-01 | 75.4276790856 |
| 2026-04-01 | 75.8103846520 |
| 2026-05-01 | 75.9591300304 |
| 2026-06-01 | 75.7036462724 |
| 2026-07-01 | 76.0869902132 |
| 2026-08-01 | 76.3988593276 |
| 2026-09-01 | 76.1368670385 |