Table Data - All Employees: Professional and Business Services in Harrisburg-Carlisle, PA (MSA)
| Title | All Employees: Professional and Business Services in Harrisburg-Carlisle, PA (MSA) |
|---|---|
| Series ID | HARR442PBSV |
| 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 2024-07-01 |
| Last Updated | 2024-08-17 5:28 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 | 19.351823054701000 |
| 1990-02-01 | 19.597155077323800 |
| 1990-03-01 | 19.475386737311700 |
| 1990-04-01 | 19.493156250675000 |
| 1990-05-01 | 19.597621313972002 |
| 1990-06-01 | 19.606838970037700 |
| 1990-07-01 | 19.351913717060200 |
| 1990-08-01 | 19.448138723840200 |
| 1990-09-01 | 19.531070339136000 |
| 1990-10-01 | 19.853528457975898 |
| 1990-11-01 | 19.461390427928603 |
| 1990-12-01 | 19.230309572671700 |
| 1991-01-01 | 20.174358579968600 |
| 1991-02-01 | 20.003673837138700 |
| 1991-03-01 | 20.162483865758800 |
| 1991-04-01 | 20.291064483858600 |
| 1991-05-01 | 20.394967963347200 |
| 1991-06-01 | 20.491673681511000 |
| 1991-07-01 | 20.650513058283103 |
| 1991-08-01 | 20.735396965635900 |
| 1991-09-01 | 20.835988794135800 |
| 1991-10-01 | 21.047619214788302 |
| 1991-11-01 | 21.259985280176700 |
| 1991-12-01 | 21.142075770732102 |
| 1992-01-01 | 21.388799080759497 |
| 1992-02-01 | 21.226653625817100 |
| 1992-03-01 | 21.446224666347803 |
| 1992-04-01 | 22.183781216208800 |
| 1992-05-01 | 21.699155815492702 |
| 1992-06-01 | 22.174189710658304 |
| 1992-07-01 | 22.645406998403697 |
| 1992-08-01 | 22.707194205693998 |
| 1992-09-01 | 22.867634397437100 |
| 1992-10-01 | 22.541655769127196 |
| 1992-11-01 | 22.745569157757000 |
| 1992-12-01 | 23.055248509433800 |
| 1993-01-01 | 22.989805030568500 |
| 1993-02-01 | 23.151576726084198 |
| 1993-03-01 | 23.126426903292700 |
| 1993-04-01 | 23.073598216668500 |
| 1993-05-01 | 23.110208833822700 |
| 1993-06-01 | 22.958462860561400 |
| 1993-07-01 | 23.175922655383700 |
| 1993-08-01 | 23.197693452663604 |
| 1993-09-01 | 23.429491297396500 |
| 1993-10-01 | 23.749094479625400 |
| 1993-11-01 | 23.833400226771000 |
| 1993-12-01 | 23.952576656719398 |
| 1994-01-01 | 24.064943158311000 |
| 1994-02-01 | 24.433463510636102 |
| 1994-03-01 | 25.019697040875503 |
| 1994-04-01 | 25.570289280520395 |
| 1994-05-01 | 25.428539631710702 |
| 1994-06-01 | 25.826907820518603 |
| 1994-07-01 | 25.685892781016896 |
| 1994-08-01 | 25.942178613338500 |
| 1994-09-01 | 26.274907658897902 |
| 1994-10-01 | 26.547979623544100 |
| 1994-11-01 | 27.035790929927696 |
| 1994-12-01 | 27.066703152580104 |
| 1995-01-01 | 27.175495865110400 |
| 1995-02-01 | 27.218945208058200 |
| 1995-03-01 | 27.238875858521900 |
| 1995-04-01 | 27.471856756378603 |
| 1995-05-01 | 27.659156730288700 |
| 1995-06-01 | 27.892442021434302 |
| 1995-07-01 | 28.091635706490504 |
| 1995-08-01 | 28.493254729437800 |
| 1995-09-01 | 28.291895658940900 |
| 1995-10-01 | 28.767654404344803 |
| 1995-11-01 | 28.724515466032400 |
| 1995-12-01 | 28.757440705035400 |
| 1996-01-01 | 29.473572864762000 |
| 1996-02-01 | 29.911440225269900 |
| 1996-03-01 | 30.012998877851700 |
| 1996-04-01 | 29.558601560964800 |
| 1996-05-01 | 29.717068429805900 |
| 1996-06-01 | 29.566426005455398 |
| 1996-07-01 | 29.359974252800196 |
| 1996-08-01 | 29.568065006818500 |
| 1996-09-01 | 29.381496692641896 |
| 1996-10-01 | 29.586324981633396 |
| 1996-11-01 | 29.606392995663300 |
| 1996-12-01 | 29.642179702773102 |
| 1997-01-01 | 30.356215564678300 |
| 1997-02-01 | 30.012162138270000 |
| 1997-03-01 | 29.997676129798396 |
| 1997-04-01 | 30.045983821434998 |
| 1997-05-01 | 30.079820530783200 |
| 1997-06-01 | 29.768253107725100 |
| 1997-07-01 | 30.584847868020300 |
| 1997-08-01 | 31.325274213856396 |
| 1997-09-01 | 31.034258773942800 |
| 1997-10-01 | 30.788640825866900 |
| 1997-11-01 | 30.978011894252000 |
| 1997-12-01 | 31.320777841075103 |
| 1998-01-01 | 31.577686005420000 |
| 1998-02-01 | 31.984770966147200 |
| 1998-03-01 | 31.931379475214000 |
| 1998-04-01 | 32.145089258629900 |
| 1998-05-01 | 32.326203596286200 |
| 1998-06-01 | 32.325961383164100 |
| 1998-07-01 | 32.689789046437800 |
| 1998-08-01 | 32.503128099939900 |
| 1998-09-01 | 32.647390021727600 |
| 1998-10-01 | 32.553626849486700 |
| 1998-11-01 | 32.752076609830700 |
| 1998-12-01 | 32.602727232946500 |
| 1999-01-01 | 32.437833892189700 |
| 1999-02-01 | 32.352866528917495 |
| 1999-03-01 | 32.547490633710000 |
| 1999-04-01 | 32.966149872577300 |
| 1999-05-01 | 32.634624105356900 |
| 1999-06-01 | 32.992818222418900 |
| 1999-07-01 | 33.526671607900200 |
| 1999-08-01 | 32.803003861370804 |
| 1999-09-01 | 32.864257023464496 |
| 1999-10-01 | 33.005840006339895 |
| 1999-11-01 | 33.194597696000200 |
| 1999-12-01 | 33.787499427751700 |
| 2000-01-01 | 33.431902384642100 |
| 2000-02-01 | 33.250420960738396 |
| 2000-03-01 | 33.863912459173800 |
| 2000-04-01 | 32.600535204220500 |
| 2000-05-01 | 32.605111626369500 |
| 2000-06-01 | 32.843897408269896 |
| 2000-07-01 | 33.229312075512000 |
| 2000-08-01 | 33.298430567782200 |
| 2000-09-01 | 32.988764701226394 |
| 2000-10-01 | 33.135242852573000 |
| 2000-11-01 | 32.979484004096996 |
| 2000-12-01 | 32.876734212317900 |
| 2001-01-01 | 32.996989561631700 |
| 2001-02-01 | 32.701333045042200 |
| 2001-03-01 | 32.688565493022400 |
| 2001-04-01 | 32.742291808268400 |
| 2001-05-01 | 32.933980526883104 |
| 2001-06-01 | 32.923335892304700 |
| 2001-07-01 | 32.362172461605600 |
| 2001-08-01 | 32.210197078562700 |
| 2001-09-01 | 32.262233059880500 |
| 2001-10-01 | 32.472001379059600 |
| 2001-11-01 | 31.882319543099400 |
| 2001-12-01 | 31.773980243799300 |
| 2002-01-01 | 31.728831858708897 |
| 2002-02-01 | 32.137246356706000 |
| 2002-03-01 | 31.992169485954104 |
| 2002-04-01 | 32.163986948376500 |
| 2002-05-01 | 32.248978240768800 |
| 2002-06-01 | 32.398846720462300 |
| 2002-07-01 | 32.612691180919300 |
| 2002-08-01 | 32.614138512147605 |
| 2002-09-01 | 32.727181130011200 |
| 2002-10-01 | 32.523112060590000 |
| 2002-11-01 | 32.808118901231200 |
| 2002-12-01 | 32.580271356350500 |
| 2003-01-01 | 32.187079504784200 |
| 2003-02-01 | 31.742589375671300 |
| 2003-03-01 | 31.990771735013500 |
| 2003-04-01 | 31.650165028169000 |
| 2003-05-01 | 31.871681133323804 |
| 2003-06-01 | 31.910309773545197 |
| 2003-07-01 | 31.966556803307200 |
| 2003-08-01 | 32.334226863840605 |
| 2003-09-01 | 32.730085340987200 |
| 2003-10-01 | 33.102604870631104 |
| 2003-11-01 | 33.000919366958100 |
| 2003-12-01 | 33.061628122980100 |
| 2004-01-01 | 33.968175801357900 |
| 2004-02-01 | 34.220283961549605 |
| 2004-03-01 | 34.635913661425700 |
| 2004-04-01 | 34.944594486218500 |
| 2004-05-01 | 35.097126146274600 |
| 2004-06-01 | 35.061296129610604 |
| 2004-07-01 | 35.582687438320100 |
| 2004-08-01 | 35.400786353991100 |
| 2004-09-01 | 35.214342101383600 |
| 2004-10-01 | 35.569040688182700 |
| 2004-11-01 | 35.584114093549296 |
| 2004-12-01 | 35.310925776534795 |
| 2005-01-01 | 36.352438083721790 |
| 2005-02-01 | 36.279711364275300 |
| 2005-03-01 | 36.459831152352200 |
| 2005-04-01 | 36.829629488712000 |
| 2005-05-01 | 36.981841052601300 |
| 2005-06-01 | 37.282689055773600 |
| 2005-07-01 | 37.176644601056600 |
| 2005-08-01 | 37.260997042005500 |
| 2005-09-01 | 37.442556993838900 |
| 2005-10-01 | 37.045906442361500 |
| 2005-11-01 | 37.640379408935710 |
| 2005-12-01 | 37.519956474421300 |
| 2006-01-01 | 37.906537167535600 |
| 2006-02-01 | 38.117735248847000 |
| 2006-03-01 | 38.399894478746795 |
| 2006-04-01 | 38.646236086541000 |
| 2006-05-01 | 38.713877473307900 |
| 2006-06-01 | 38.610296772668290 |
| 2006-07-01 | 38.363729795752400 |
| 2006-08-01 | 38.636340294652100 |
| 2006-09-01 | 38.904190669361604 |
| 2006-10-01 | 38.898800824047200 |
| 2006-11-01 | 39.166838948524200 |
| 2006-12-01 | 39.095582953739400 |
| 2007-01-01 | 39.059111100616100 |
| 2007-02-01 | 39.029813130779600 |
| 2007-03-01 | 39.016078612434100 |
| 2007-04-01 | 38.852232076708800 |
| 2007-05-01 | 39.271257242045900 |
| 2007-06-01 | 39.483091615867400 |
| 2007-07-01 | 39.522731174649800 |
| 2007-08-01 | 39.632380047466896 |
| 2007-09-01 | 39.913139867268210 |
| 2007-10-01 | 39.459955921329800 |
| 2007-11-01 | 39.562101277990200 |
| 2007-12-01 | 39.646349802582100 |
| 2008-01-01 | 39.385867992457705 |
| 2008-02-01 | 39.431983159055100 |
| 2008-03-01 | 39.330958159325500 |
| 2008-04-01 | 39.174960580416900 |
| 2008-05-01 | 39.121346147044605 |
| 2008-06-01 | 39.246588125175400 |
| 2008-07-01 | 39.786742139498900 |
| 2008-08-01 | 39.868293478787706 |
| 2008-09-01 | 39.940438080517104 |
| 2008-10-01 | 39.437864010127605 |
| 2008-11-01 | 38.975935982371205 |
| 2008-12-01 | 38.419049017705600 |
| 2009-01-01 | 39.688356856024800 |
| 2009-02-01 | 39.351408239494700 |
| 2009-03-01 | 39.038609231373600 |
| 2009-04-01 | 38.753445985174500 |
| 2009-05-01 | 38.541713046961700 |
| 2009-06-01 | 38.705964184009794 |
| 2009-07-01 | 38.556458699305900 |
| 2009-08-01 | 38.545301122243790 |
| 2009-09-01 | 38.384961727688605 |
| 2009-10-01 | 38.735577817825100 |
| 2009-11-01 | 38.712713355276605 |
| 2009-12-01 | 38.617392979033300 |
| 2010-01-01 | 37.914998384521205 |
| 2010-02-01 | 38.127607362531600 |
| 2010-03-01 | 38.438828043582700 |
| 2010-04-01 | 38.830621332588100 |
| 2010-05-01 | 38.744081485768300 |
| 2010-06-01 | 38.511847810384296 |
| 2010-07-01 | 38.923973491651500 |
| 2010-08-01 | 39.100386876879300 |
| 2010-09-01 | 39.496648129721500 |
| 2010-10-01 | 40.337811002509900 |
| 2010-11-01 | 40.824266717776700 |
| 2010-12-01 | 41.228055974164704 |
| 2011-01-01 | 41.474522991444800 |
| 2011-02-01 | 41.734885756484790 |
| 2011-03-01 | 41.819059165029600 |
| 2011-04-01 | 42.001810968372800 |
| 2011-05-01 | 42.194482340210400 |
| 2011-06-01 | 42.271972207529500 |
| 2011-07-01 | 42.193353228974500 |
| 2011-08-01 | 42.034093006282795 |
| 2011-09-01 | 41.976205243645396 |
| 2011-10-01 | 41.564664284883400 |
| 2011-11-01 | 41.746036592912300 |
| 2011-12-01 | 41.899442376293200 |
| 2012-01-01 | 42.051152671982200 |
| 2012-02-01 | 41.929351133274395 |
| 2012-03-01 | 42.129015894865105 |
| 2012-04-01 | 42.695922894613396 |
| 2012-05-01 | 43.270262884267800 |
| 2012-06-01 | 43.054446369780400 |
| 2012-07-01 | 43.003668611947500 |
| 2012-08-01 | 43.075640832916200 |
| 2012-09-01 | 43.188043070337706 |
| 2012-10-01 | 43.604051862821706 |
| 2012-11-01 | 43.661595226426200 |
| 2012-12-01 | 43.367375326388704 |
| 2013-01-01 | 44.041590450274704 |
| 2013-02-01 | 44.588083485163100 |
| 2013-03-01 | 44.595343036935500 |
| 2013-04-01 | 43.980086992943200 |
| 2013-05-01 | 44.270621961810704 |
| 2013-06-01 | 44.573624048319104 |
| 2013-07-01 | 45.118132479629790 |
| 2013-08-01 | 45.204337425381205 |
| 2013-09-01 | 45.067473229330100 |
| 2013-10-01 | 44.807005993434900 |
| 2013-11-01 | 44.797285791051294 |
| 2013-12-01 | 44.551471406342200 |
| 2014-01-01 | 44.571427055425700 |
| 2014-02-01 | 44.762267061800200 |
| 2014-03-01 | 44.923716195975890 |
| 2014-04-01 | 44.969777876305200 |
| 2014-05-01 | 45.420913154088400 |
| 2014-06-01 | 45.542640293610404 |
| 2014-07-01 | 45.152722269330596 |
| 2014-08-01 | 45.446965897334900 |
| 2014-09-01 | 45.693759015766794 |
| 2014-10-01 | 45.891348902158100 |
| 2014-11-01 | 46.322234088842110 |
| 2014-12-01 | 46.530482344745700 |
| 2015-01-01 | 46.500656353192504 |
| 2015-02-01 | 47.320263755742104 |
| 2015-03-01 | 47.104790964523495 |
| 2015-04-01 | 47.241762529344210 |
| 2015-05-01 | 47.474614376609710 |
| 2015-06-01 | 47.618043676410600 |
| 2015-07-01 | 48.090754775467100 |
| 2015-08-01 | 48.107038557087200 |
| 2015-09-01 | 47.800248034544710 |
| 2015-10-01 | 48.323446675886600 |
| 2015-11-01 | 48.423995947670200 |
| 2015-12-01 | 49.006942969185495 |
| 2016-01-01 | 48.835118224890394 |
| 2016-02-01 | 48.731123871116000 |
| 2016-03-01 | 48.773784073343110 |
| 2016-04-01 | 48.933204562737000 |
| 2016-05-01 | 48.745696635167896 |
| 2016-06-01 | 48.497083971705900 |
| 2016-07-01 | 48.650467417847700 |
| 2016-08-01 | 48.176312308790100 |
| 2016-09-01 | 48.876881199851105 |
| 2016-10-01 | 49.381319851505700 |
| 2016-11-01 | 49.171384901000500 |
| 2016-12-01 | 49.634361680019700 |
| 2017-01-01 | 49.225590633752205 |
| 2017-02-01 | 48.894554832029290 |
| 2017-03-01 | 48.801173203903000 |
| 2017-04-01 | 49.238882368709500 |
| 2017-05-01 | 49.109854066467800 |
| 2017-06-01 | 49.139480738810100 |
| 2017-07-01 | 49.425033199632395 |
| 2017-08-01 | 49.349476543827490 |
| 2017-09-01 | 49.574414356722095 |
| 2017-10-01 | 49.140873910154895 |
| 2017-11-01 | 49.236891952877400 |
| 2017-12-01 | 49.286202600724200 |
| 2018-01-01 | 49.471399276395200 |
| 2018-02-01 | 49.198288774639700 |
| 2018-03-01 | 49.497558352818900 |
| 2018-04-01 | 49.694733710894496 |
| 2018-05-01 | 49.660657343653796 |
| 2018-06-01 | 50.070530269784500 |
| 2018-07-01 | 49.995717548553400 |
| 2018-08-01 | 50.011885568852300 |
| 2018-09-01 | 50.379806831071704 |
| 2018-10-01 | 50.610195268409210 |
| 2018-11-01 | 50.783208760513894 |
| 2018-12-01 | 50.336369496807200 |
| 2019-01-01 | 50.862031158641800 |
| 2019-02-01 | 51.200836824999290 |
| 2019-03-01 | 51.372716965880500 |
| 2019-04-01 | 51.263944674241800 |
| 2019-05-01 | 51.391870197593200 |
| 2019-06-01 | 51.281126580936600 |
| 2019-07-01 | 51.073086697960500 |
| 2019-08-01 | 51.399458190603596 |
| 2019-09-01 | 51.120278355291600 |
| 2019-10-01 | 50.875602965302704 |
| 2019-11-01 | 50.680390451822205 |
| 2019-12-01 | 50.592736085456710 |
| 2020-01-01 | 51.085256643772710 |
| 2020-02-01 | 50.746971732481796 |
| 2020-03-01 | 50.533973878694000 |
| 2020-04-01 | 45.093680368780696 |
| 2020-05-01 | 45.888583231133204 |
| 2020-06-01 | 46.822608494058294 |
| 2020-07-01 | 46.942197143839294 |
| 2020-08-01 | 47.251265719134500 |
| 2020-09-01 | 47.217299087678900 |
| 2020-10-01 | 48.098237506959290 |
| 2020-11-01 | 48.540259208938600 |
| 2020-12-01 | 48.879912971818400 |
| 2021-01-01 | 48.653349614973095 |
| 2021-02-01 | 49.333630088127606 |
| 2021-03-01 | 49.714633665158700 |
| 2021-04-01 | 49.217819355942400 |
| 2021-05-01 | 49.601782846989200 |
| 2021-06-01 | 49.679260354894500 |
| 2021-07-01 | 49.650959172914895 |
| 2021-08-01 | 49.885493983346000 |
| 2021-09-01 | 49.693199884534800 |
| 2021-10-01 | 50.628160957065300 |
| 2021-11-01 | 51.317751176835095 |
| 2021-12-01 | 51.513382547755210 |
| 2022-01-01 | 51.920641438367010 |
| 2022-02-01 | 52.128024453442200 |
| 2022-03-01 | 52.169067292113400 |
| 2022-04-01 | 52.210929990663700 |
| 2022-05-01 | 51.901239286749800 |
| 2022-06-01 | 51.227792909123900 |
| 2022-07-01 | 51.539411825132596 |
| 2022-08-01 | 51.187367757278300 |
| 2022-09-01 | 51.367139805752100 |
| 2022-10-01 | 51.512975029827700 |
| 2022-11-01 | 50.853918039887105 |
| 2022-12-01 | 50.981172178741500 |
| 2023-01-01 | 51.009588767588504 |
| 2023-02-01 | 50.932903768409700 |
| 2023-03-01 | 51.104142135098000 |
| 2023-04-01 | 50.759068972790200 |
| 2023-05-01 | 50.503829055330600 |
| 2023-06-01 | 50.141891168209300 |
| 2023-07-01 | 50.102488429414210 |
| 2023-08-01 | 50.180706832949500 |
| 2023-09-01 | 49.975748502728800 |
| 2023-10-01 | 49.526342765323896 |
| 2023-11-01 | 49.513030198361996 |
| 2023-12-01 | 49.141569301228800 |
| 2024-01-01 | 49.199900774263500 |
| 2024-02-01 | 49.044690820026500 |
| 2024-03-01 | 49.142538632585110 |
| 2024-04-01 | 49.522659096952400 |
| 2024-05-01 | 49.797240252420900 |
| 2024-06-01 | 50.844076940700795 |
| 2024-07-01 | 50.578284696579600 |
