Table Data - All Employees: Service-Providing in Harrisburg-Carlisle, PA (MSA)
| Title | All Employees: Service-Providing in Harrisburg-Carlisle, PA (MSA) |
|---|---|
| Series ID | SMU42254200700000001SA |
| 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 2026-07-01 |
| Last Updated | 2026-08-21 6:44 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 | 226.896990864078 |
| 1990-02-01 | 226.713280098106 |
| 1990-03-01 | 227.425360548938 |
| 1990-04-01 | 227.002814307531 |
| 1990-05-01 | 226.895659768025 |
| 1990-06-01 | 228.365178816513 |
| 1990-07-01 | 227.220741516160 |
| 1990-08-01 | 227.781153329100 |
| 1990-09-01 | 228.200059716425 |
| 1990-10-01 | 228.847108148437 |
| 1990-11-01 | 228.928991909099 |
| 1990-12-01 | 228.730521014008 |
| 1991-01-01 | 230.920167485519 |
| 1991-02-01 | 230.067307023810 |
| 1991-03-01 | 229.782952015878 |
| 1991-04-01 | 229.504835777801 |
| 1991-05-01 | 230.063962497885 |
| 1991-06-01 | 230.268606527250 |
| 1991-07-01 | 230.749470236160 |
| 1991-08-01 | 230.625620899248 |
| 1991-09-01 | 230.449545363900 |
| 1991-10-01 | 230.718476399926 |
| 1991-11-01 | 231.219807324181 |
| 1991-12-01 | 231.701627319752 |
| 1992-01-01 | 230.914927026205 |
| 1992-02-01 | 230.422675538324 |
| 1992-03-01 | 231.316860751888 |
| 1992-04-01 | 232.786239520154 |
| 1992-05-01 | 233.050820915253 |
| 1992-06-01 | 233.600282356517 |
| 1992-07-01 | 234.249072044705 |
| 1992-08-01 | 234.781396291491 |
| 1992-09-01 | 235.259885809963 |
| 1992-10-01 | 234.872377449326 |
| 1992-11-01 | 235.403119566639 |
| 1992-12-01 | 235.817375495479 |
| 1993-01-01 | 236.054719223617 |
| 1993-02-01 | 236.744942337453 |
| 1993-03-01 | 236.111270096989 |
| 1993-04-01 | 237.746916899032 |
| 1993-05-01 | 238.341479010443 |
| 1993-06-01 | 237.549283511228 |
| 1993-07-01 | 239.033410997381 |
| 1993-08-01 | 239.203974178297 |
| 1993-09-01 | 239.902505866669 |
| 1993-10-01 | 239.599518536110 |
| 1993-11-01 | 239.661388613315 |
| 1993-12-01 | 240.246229835922 |
| 1994-01-01 | 241.457693776005 |
| 1994-02-01 | 241.452994235436 |
| 1994-03-01 | 242.983411696158 |
| 1994-04-01 | 243.006731971801 |
| 1994-05-01 | 243.817434308527 |
| 1994-06-01 | 245.038338541876 |
| 1994-07-01 | 245.240780451744 |
| 1994-08-01 | 245.888137324756 |
| 1994-09-01 | 246.105599514497 |
| 1994-10-01 | 248.331173581332 |
| 1994-11-01 | 249.194313156990 |
| 1994-12-01 | 249.634784662321 |
| 1995-01-01 | 249.691616595647 |
| 1995-02-01 | 249.995852976070 |
| 1995-03-01 | 250.129059916958 |
| 1995-04-01 | 250.761540439566 |
| 1995-05-01 | 250.717000363440 |
| 1995-06-01 | 252.497481934818 |
| 1995-07-01 | 252.833758335848 |
| 1995-08-01 | 254.751075027339 |
| 1995-09-01 | 254.637283479837 |
| 1995-10-01 | 256.485248300892 |
| 1995-11-01 | 256.991566332514 |
| 1995-12-01 | 257.942721763017 |
| 1996-01-01 | 256.290606937078 |
| 1996-02-01 | 259.392157111716 |
| 1996-03-01 | 260.790844226057 |
| 1996-04-01 | 260.486304648242 |
| 1996-05-01 | 261.372862680653 |
| 1996-06-01 | 260.341201119982 |
| 1996-07-01 | 260.751278398655 |
| 1996-08-01 | 262.366078801534 |
| 1996-09-01 | 262.893378760503 |
| 1996-10-01 | 263.533958119392 |
| 1996-11-01 | 263.926241029687 |
| 1996-12-01 | 264.223893483752 |
| 1997-01-01 | 266.865919961067 |
| 1997-02-01 | 266.938120484170 |
| 1997-03-01 | 266.609848111426 |
| 1997-04-01 | 266.667565268749 |
| 1997-05-01 | 267.146235663049 |
| 1997-06-01 | 266.314067621732 |
| 1997-07-01 | 267.266391103168 |
| 1997-08-01 | 266.900297637968 |
| 1997-09-01 | 268.064899810268 |
| 1997-10-01 | 268.070633375410 |
| 1997-11-01 | 268.710320821954 |
| 1997-12-01 | 269.155288673016 |
| 1998-01-01 | 269.659211470910 |
| 1998-02-01 | 269.791697194953 |
| 1998-03-01 | 269.499359225098 |
| 1998-04-01 | 269.999403836275 |
| 1998-05-01 | 269.863747264752 |
| 1998-06-01 | 270.526509971220 |
| 1998-07-01 | 271.125140328547 |
| 1998-08-01 | 270.830229189715 |
| 1998-09-01 | 272.212567175992 |
| 1998-10-01 | 272.109048495798 |
| 1998-11-01 | 272.571476432310 |
| 1998-12-01 | 272.542619576135 |
| 1999-01-01 | 272.194112757399 |
| 1999-02-01 | 272.969801021144 |
| 1999-03-01 | 273.219802311465 |
| 1999-04-01 | 273.758025346893 |
| 1999-05-01 | 271.958973761712 |
| 1999-06-01 | 273.706884932727 |
| 1999-07-01 | 275.359904265899 |
| 1999-08-01 | 274.479259903753 |
| 1999-09-01 | 274.643884209708 |
| 1999-10-01 | 274.792724017398 |
| 1999-11-01 | 275.499516605484 |
| 1999-12-01 | 276.570116424712 |
| 2000-01-01 | 276.945431122623 |
| 2000-02-01 | 276.626326781372 |
| 2000-03-01 | 278.844607217570 |
| 2000-04-01 | 277.227650840123 |
| 2000-05-01 | 277.672101081526 |
| 2000-06-01 | 278.516107113276 |
| 2000-07-01 | 278.877855282585 |
| 2000-08-01 | 279.250389377496 |
| 2000-09-01 | 278.748223463952 |
| 2000-10-01 | 278.482870198146 |
| 2000-11-01 | 278.638097886669 |
| 2000-12-01 | 278.936744720096 |
| 2001-01-01 | 279.300963162557 |
| 2001-02-01 | 279.963216789167 |
| 2001-03-01 | 279.651597520272 |
| 2001-04-01 | 280.637548637794 |
| 2001-05-01 | 280.603717707703 |
| 2001-06-01 | 281.169325022885 |
| 2001-07-01 | 280.125842157370 |
| 2001-08-01 | 280.144552006924 |
| 2001-09-01 | 280.384548900219 |
| 2001-10-01 | 280.910753412840 |
| 2001-11-01 | 280.537879467430 |
| 2001-12-01 | 280.879032322300 |
| 2002-01-01 | 281.093789730487 |
| 2002-02-01 | 281.752497701177 |
| 2002-03-01 | 281.838518722441 |
| 2002-04-01 | 282.422066614453 |
| 2002-05-01 | 283.339561112155 |
| 2002-06-01 | 284.390866343296 |
| 2002-07-01 | 284.333013613472 |
| 2002-08-01 | 284.518894749936 |
| 2002-09-01 | 284.161014966136 |
| 2002-10-01 | 284.510694304628 |
| 2002-11-01 | 285.306868559118 |
| 2002-12-01 | 285.023890087557 |
| 2003-01-01 | 284.400646054598 |
| 2003-02-01 | 283.939585320623 |
| 2003-03-01 | 283.998566434393 |
| 2003-04-01 | 283.208151126188 |
| 2003-05-01 | 283.468922962493 |
| 2003-06-01 | 283.247200711480 |
| 2003-07-01 | 282.720453415637 |
| 2003-08-01 | 283.064795488801 |
| 2003-09-01 | 283.312956819055 |
| 2003-10-01 | 283.566777988429 |
| 2003-11-01 | 283.342881892219 |
| 2003-12-01 | 283.770942632843 |
| 2004-01-01 | 283.867127871124 |
| 2004-02-01 | 284.185305480255 |
| 2004-03-01 | 285.380654166139 |
| 2004-04-01 | 285.498411535551 |
| 2004-05-01 | 285.416740430694 |
| 2004-06-01 | 285.393339421869 |
| 2004-07-01 | 285.782186990979 |
| 2004-08-01 | 285.713370013174 |
| 2004-09-01 | 285.827574370841 |
| 2004-10-01 | 286.265134712839 |
| 2004-11-01 | 285.994111575621 |
| 2004-12-01 | 285.853365483703 |
| 2005-01-01 | 286.210667797221 |
| 2005-02-01 | 286.976594800187 |
| 2005-03-01 | 286.692110273614 |
| 2005-04-01 | 287.517413824633 |
| 2005-05-01 | 287.500862881461 |
| 2005-06-01 | 288.247718897576 |
| 2005-07-01 | 288.329225356316 |
| 2005-08-01 | 289.241304556555 |
| 2005-09-01 | 289.990928126380 |
| 2005-10-01 | 289.465344961000 |
| 2005-11-01 | 290.655863334158 |
| 2005-12-01 | 290.814120443905 |
| 2006-01-01 | 292.149886262193 |
| 2006-02-01 | 291.915281206317 |
| 2006-03-01 | 292.847098613641 |
| 2006-04-01 | 292.560222238061 |
| 2006-05-01 | 292.706155595407 |
| 2006-06-01 | 292.408178425946 |
| 2006-07-01 | 292.252333064975 |
| 2006-08-01 | 293.379272321864 |
| 2006-09-01 | 294.216209213012 |
| 2006-10-01 | 294.358983544097 |
| 2006-11-01 | 295.048556498320 |
| 2006-12-01 | 295.621588745072 |
| 2007-01-01 | 295.399593701218 |
| 2007-02-01 | 294.892602232878 |
| 2007-03-01 | 294.976541681291 |
| 2007-04-01 | 294.336852025529 |
| 2007-05-01 | 295.294021168301 |
| 2007-06-01 | 296.175582153040 |
| 2007-07-01 | 295.599400361184 |
| 2007-08-01 | 295.522060787358 |
| 2007-09-01 | 295.295287738290 |
| 2007-10-01 | 294.939019268896 |
| 2007-11-01 | 295.336367715836 |
| 2007-12-01 | 295.784172409385 |
| 2008-01-01 | 296.690420322363 |
| 2008-02-01 | 296.632187049109 |
| 2008-03-01 | 296.786363402522 |
| 2008-04-01 | 297.112154290191 |
| 2008-05-01 | 297.185039578445 |
| 2008-06-01 | 297.519219637213 |
| 2008-07-01 | 297.947591710262 |
| 2008-08-01 | 297.874816991153 |
| 2008-09-01 | 297.459789179952 |
| 2008-10-01 | 297.039723893124 |
| 2008-11-01 | 295.719501652240 |
| 2008-12-01 | 294.785184197125 |
| 2009-01-01 | 294.348804793933 |
| 2009-02-01 | 294.198703226805 |
| 2009-03-01 | 293.076352061536 |
| 2009-04-01 | 291.863288807537 |
| 2009-05-01 | 292.508172474529 |
| 2009-06-01 | 291.846613490250 |
| 2009-07-01 | 290.515556409506 |
| 2009-08-01 | 289.986824837581 |
| 2009-09-01 | 290.075663393297 |
| 2009-10-01 | 289.826835928423 |
| 2009-11-01 | 289.616597988058 |
| 2009-12-01 | 289.530020674718 |
| 2010-01-01 | 288.553323533268 |
| 2010-02-01 | 287.621118433612 |
| 2010-03-01 | 288.635408326176 |
| 2010-04-01 | 290.331381943650 |
| 2010-05-01 | 290.430253197576 |
| 2010-06-01 | 289.182956094311 |
| 2010-07-01 | 289.777082704691 |
| 2010-08-01 | 289.846223786628 |
| 2010-09-01 | 289.982415694855 |
| 2010-10-01 | 291.239080500538 |
| 2010-11-01 | 291.530658981799 |
| 2010-12-01 | 291.929939452626 |
| 2011-01-01 | 292.376824791307 |
| 2011-02-01 | 292.220155713967 |
| 2011-03-01 | 292.765174175309 |
| 2011-04-01 | 292.910837412665 |
| 2011-05-01 | 292.152993416892 |
| 2011-06-01 | 292.609311137231 |
| 2011-07-01 | 291.902649015637 |
| 2011-08-01 | 290.722382757100 |
| 2011-09-01 | 290.371007099305 |
| 2011-10-01 | 290.336428866873 |
| 2011-11-01 | 290.913605345750 |
| 2011-12-01 | 291.335132783801 |
| 2012-01-01 | 291.112480382195 |
| 2012-02-01 | 291.441938577372 |
| 2012-03-01 | 294.317903752839 |
| 2012-04-01 | 292.272774199734 |
| 2012-05-01 | 292.356156359276 |
| 2012-06-01 | 292.856495526362 |
| 2012-07-01 | 293.487620228126 |
| 2012-08-01 | 293.842159804175 |
| 2012-09-01 | 293.436942628953 |
| 2012-10-01 | 293.530856629253 |
| 2012-11-01 | 293.147006167928 |
| 2012-12-01 | 292.973132936188 |
| 2013-01-01 | 292.927407373080 |
| 2013-02-01 | 293.728048574724 |
| 2013-03-01 | 295.942082228665 |
| 2013-04-01 | 293.147118311455 |
| 2013-05-01 | 293.840493947690 |
| 2013-06-01 | 293.721358999202 |
| 2013-07-01 | 293.272696541750 |
| 2013-08-01 | 293.750622997729 |
| 2013-09-01 | 293.918342161212 |
| 2013-10-01 | 293.534657289237 |
| 2013-11-01 | 293.476022640667 |
| 2013-12-01 | 293.011451684991 |
| 2014-01-01 | 293.997877230255 |
| 2014-02-01 | 293.763347729917 |
| 2014-03-01 | 293.972976961859 |
| 2014-04-01 | 294.766562210910 |
| 2014-05-01 | 295.791589315674 |
| 2014-06-01 | 295.447951269246 |
| 2014-07-01 | 295.270567329126 |
| 2014-08-01 | 296.639374836411 |
| 2014-09-01 | 297.335917014786 |
| 2014-10-01 | 297.691716507397 |
| 2014-11-01 | 298.457019502041 |
| 2014-12-01 | 298.968073245956 |
| 2015-01-01 | 298.477751099040 |
| 2015-02-01 | 300.535606219371 |
| 2015-03-01 | 299.987432202007 |
| 2015-04-01 | 300.232884488699 |
| 2015-05-01 | 301.513713236283 |
| 2015-06-01 | 301.716358364113 |
| 2015-07-01 | 302.632430042526 |
| 2015-08-01 | 303.512374820981 |
| 2015-09-01 | 302.974427876180 |
| 2015-10-01 | 303.299463690110 |
| 2015-11-01 | 303.606941995052 |
| 2015-12-01 | 304.532312938400 |
| 2016-01-01 | 304.143983406946 |
| 2016-02-01 | 303.515492793222 |
| 2016-03-01 | 304.942236946522 |
| 2016-04-01 | 305.621658662341 |
| 2016-05-01 | 305.662466233003 |
| 2016-06-01 | 305.621153295140 |
| 2016-07-01 | 306.853201975313 |
| 2016-08-01 | 305.440626209243 |
| 2016-09-01 | 307.807238326220 |
| 2016-10-01 | 308.569040464521 |
| 2016-11-01 | 308.534742878888 |
| 2016-12-01 | 308.814396590977 |
| 2017-01-01 | 308.839294018037 |
| 2017-02-01 | 308.664931680329 |
| 2017-03-01 | 308.099753162993 |
| 2017-04-01 | 309.244660198862 |
| 2017-05-01 | 308.952046628643 |
| 2017-06-01 | 309.502835691385 |
| 2017-07-01 | 309.301039184768 |
| 2017-08-01 | 309.135465455206 |
| 2017-09-01 | 309.962948486475 |
| 2017-10-01 | 309.838390625503 |
| 2017-11-01 | 309.881722204295 |
| 2017-12-01 | 310.302765761041 |
| 2018-01-01 | 310.623070709900 |
| 2018-02-01 | 310.740505136764 |
| 2018-03-01 | 311.862575999804 |
| 2018-04-01 | 312.657318627549 |
| 2018-05-01 | 312.771420962968 |
| 2018-06-01 | 313.439292829022 |
| 2018-07-01 | 313.361590896122 |
| 2018-08-01 | 313.639461477153 |
| 2018-09-01 | 314.672517603247 |
| 2018-10-01 | 314.667380191377 |
| 2018-11-01 | 314.793679770288 |
| 2018-12-01 | 314.833947650699 |
| 2019-01-01 | 315.573721310884 |
| 2019-02-01 | 316.120397799911 |
| 2019-03-01 | 316.129751223471 |
| 2019-04-01 | 316.749823630335 |
| 2019-05-01 | 316.990292664129 |
| 2019-06-01 | 318.113889942075 |
| 2019-07-01 | 319.047132440735 |
| 2019-08-01 | 319.369134857986 |
| 2019-09-01 | 318.858327100581 |
| 2019-10-01 | 318.713492234468 |
| 2019-11-01 | 319.360439870005 |
| 2019-12-01 | 320.115449833955 |
| 2020-01-01 | 319.553688353451 |
| 2020-02-01 | 318.761942461726 |
| 2020-03-01 | 317.121621757254 |
| 2020-04-01 | 269.961701301091 |
| 2020-05-01 | 275.611278550790 |
| 2020-06-01 | 284.132955794407 |
| 2020-07-01 | 292.067930584773 |
| 2020-08-01 | 294.321821926714 |
| 2020-09-01 | 298.201186743998 |
| 2020-10-01 | 300.546244483894 |
| 2020-11-01 | 301.235578100408 |
| 2020-12-01 | 298.302377548394 |
| 2021-01-01 | 298.866410372946 |
| 2021-02-01 | 300.725807758001 |
| 2021-03-01 | 302.439833554973 |
| 2021-04-01 | 301.923349000814 |
| 2021-05-01 | 303.291142448091 |
| 2021-06-01 | 303.826269101426 |
| 2021-07-01 | 305.057091164680 |
| 2021-08-01 | 305.313139111778 |
| 2021-09-01 | 305.627440729889 |
| 2021-10-01 | 307.876629599346 |
| 2021-11-01 | 309.856837467471 |
| 2021-12-01 | 310.841203124065 |
| 2022-01-01 | 312.120057725695 |
| 2022-02-01 | 315.127642595663 |
| 2022-03-01 | 315.539349195262 |
| 2022-04-01 | 317.563998350873 |
| 2022-05-01 | 317.280839661206 |
| 2022-06-01 | 317.759420720391 |
| 2022-07-01 | 319.805324535428 |
| 2022-08-01 | 320.185516528215 |
| 2022-09-01 | 321.091612644295 |
| 2022-10-01 | 321.007390722259 |
| 2022-11-01 | 320.771889175213 |
| 2022-12-01 | 321.290410771777 |
| 2023-01-01 | 322.728706763679 |
| 2023-02-01 | 323.389698911185 |
| 2023-03-01 | 323.777426962724 |
| 2023-04-01 | 325.074966978936 |
| 2023-05-01 | 325.101372821541 |
| 2023-06-01 | 326.115328674992 |
| 2023-07-01 | 324.775775972083 |
| 2023-08-01 | 325.220466090762 |
| 2023-09-01 | 325.671644815811 |
| 2023-10-01 | 325.916830433834 |
| 2023-11-01 | 326.785550302980 |
| 2023-12-01 | 327.460995916763 |
| 2024-01-01 | 328.093532767413 |
| 2024-02-01 | 327.988063404977 |
| 2024-03-01 | 328.865437115265 |
| 2024-04-01 | 327.860126946987 |
| 2024-05-01 | 329.028028041559 |
| 2024-06-01 | 328.895379917591 |
| 2024-07-01 | 328.702165242526 |
| 2024-08-01 | 330.794518739739 |
| 2024-09-01 | 331.381368483017 |
| 2024-10-01 | 332.456736539729 |
| 2024-11-01 | 332.093726104602 |
| 2024-12-01 | 331.598975084027 |
| 2025-01-01 | 331.337524161300 |
| 2025-02-01 | 330.964202392159 |
| 2025-03-01 | 331.599852823514 |
| 2025-04-01 | 331.290538685882 |
| 2025-05-01 | 331.321600138703 |
| 2025-06-01 | 331.718163089638 |
| 2025-07-01 | 331.503205406350 |
| 2025-08-01 | 330.950838620704 |
| 2025-09-01 | 331.522188077722 |
| 2025-10-01 | 330.882478354583 |
| 2025-11-01 | 331.068564940926 |
| 2025-12-01 | 331.844669169226 |
| 2026-01-01 | 331.632288984058 |
| 2026-02-01 | 331.082906663110 |
| 2026-03-01 | 330.925102178677 |
| 2026-04-01 | 332.290078898100 |
| 2026-05-01 | 332.371206353755 |
| 2026-06-01 | 333.008777469611 |
| 2026-07-01 | 334.102825882867 |