Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Pennsylvania
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Pennsylvania |
|---|---|
| Series ID | SMU42000006054150001SA |
| 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 2025-12-01 |
| Last Updated | 2026-01-28 2:17 AM CST |
| 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 | 17.9911815806245 |
| 1990-02-01 | 18.0491752130503 |
| 1990-03-01 | 18.2077934478844 |
| 1990-04-01 | 18.4368450303717 |
| 1990-05-01 | 18.5889797934194 |
| 1990-06-01 | 18.6036235191053 |
| 1990-07-01 | 18.8655976749932 |
| 1990-08-01 | 18.9015295543193 |
| 1990-09-01 | 19.0886811499321 |
| 1990-10-01 | 18.9218942888791 |
| 1990-11-01 | 18.8842476136944 |
| 1990-12-01 | 18.7263210890248 |
| 1991-01-01 | 19.0137983266508 |
| 1991-02-01 | 18.8683792071766 |
| 1991-03-01 | 18.9094835331792 |
| 1991-04-01 | 18.7476738733849 |
| 1991-05-01 | 18.7960576211252 |
| 1991-06-01 | 18.8050481295032 |
| 1991-07-01 | 18.6683988946208 |
| 1991-08-01 | 18.6858522726445 |
| 1991-09-01 | 18.6653156669973 |
| 1991-10-01 | 18.9031126123797 |
| 1991-11-01 | 19.0485336688424 |
| 1991-12-01 | 19.0991546746542 |
| 1992-01-01 | 19.9737696435789 |
| 1992-02-01 | 20.0098242547223 |
| 1992-03-01 | 20.0184784468279 |
| 1992-04-01 | 20.4696944223285 |
| 1992-05-01 | 20.5150578839851 |
| 1992-06-01 | 20.5941468104266 |
| 1992-07-01 | 20.5739287394781 |
| 1992-08-01 | 20.5612029682270 |
| 1992-09-01 | 20.5391376085789 |
| 1992-10-01 | 21.8601852564688 |
| 1992-11-01 | 21.7854447159163 |
| 1992-12-01 | 21.7487411702021 |
| 1993-01-01 | 21.9730870818512 |
| 1993-02-01 | 21.9664553746919 |
| 1993-03-01 | 21.9547381693896 |
| 1993-04-01 | 21.5880754532039 |
| 1993-05-01 | 21.6354788275738 |
| 1993-06-01 | 21.4819206325536 |
| 1993-07-01 | 22.0732284999934 |
| 1993-08-01 | 22.1380311390094 |
| 1993-09-01 | 22.1165418983936 |
| 1993-10-01 | 21.9955134257277 |
| 1993-11-01 | 22.1024603202389 |
| 1993-12-01 | 22.3998591107259 |
| 1994-01-01 | 21.5847910944359 |
| 1994-02-01 | 21.8252172291758 |
| 1994-03-01 | 21.9976780087780 |
| 1994-04-01 | 22.2249791644488 |
| 1994-05-01 | 22.3603533515456 |
| 1994-06-01 | 22.3692182892037 |
| 1994-07-01 | 22.3496589250356 |
| 1994-08-01 | 22.6027208866793 |
| 1994-09-01 | 22.9064229284766 |
| 1994-10-01 | 22.9319510880268 |
| 1994-11-01 | 23.1228216344186 |
| 1994-12-01 | 23.6590780805851 |
| 1995-01-01 | 23.4791753617449 |
| 1995-02-01 | 23.7965975753021 |
| 1995-03-01 | 24.2606144485868 |
| 1995-04-01 | 24.5387652524581 |
| 1995-05-01 | 24.7625941366110 |
| 1995-06-01 | 25.0589375468124 |
| 1995-07-01 | 25.1245971171908 |
| 1995-08-01 | 25.2672281805479 |
| 1995-09-01 | 25.5153602361404 |
| 1995-10-01 | 25.6759470000606 |
| 1995-11-01 | 25.8590360474064 |
| 1995-12-01 | 26.2355529133037 |
| 1996-01-01 | 26.0510933977245 |
| 1996-02-01 | 26.3548381041608 |
| 1996-03-01 | 26.4094371626597 |
| 1996-04-01 | 26.5548370070203 |
| 1996-05-01 | 26.7587062611724 |
| 1996-06-01 | 27.0440997673960 |
| 1996-07-01 | 27.3951606037262 |
| 1996-08-01 | 27.6309864691503 |
| 1996-09-01 | 28.0493554675005 |
| 1996-10-01 | 28.6275605297017 |
| 1996-11-01 | 29.0249903114341 |
| 1996-12-01 | 29.2176724402020 |
| 1997-01-01 | 29.4926163286904 |
| 1997-02-01 | 29.8880075411028 |
| 1997-03-01 | 29.9561754479592 |
| 1997-04-01 | 30.2622976981080 |
| 1997-05-01 | 30.6509150621553 |
| 1997-06-01 | 31.0370660740039 |
| 1997-07-01 | 31.5753885250633 |
| 1997-08-01 | 31.9027320666912 |
| 1997-09-01 | 32.1044231618831 |
| 1997-10-01 | 32.2826681093308 |
| 1997-11-01 | 32.5979874136409 |
| 1997-12-01 | 33.0081482222197 |
| 1998-01-01 | 33.7910066743217 |
| 1998-02-01 | 33.9841732387931 |
| 1998-03-01 | 34.3910708212150 |
| 1998-04-01 | 35.5004285400648 |
| 1998-05-01 | 36.0597521461795 |
| 1998-06-01 | 36.2481609219402 |
| 1998-07-01 | 36.4639392252562 |
| 1998-08-01 | 36.8731670996327 |
| 1998-09-01 | 37.1359157958858 |
| 1998-10-01 | 37.5645842446655 |
| 1998-11-01 | 38.2797916012266 |
| 1998-12-01 | 38.2666960918657 |
| 1999-01-01 | 38.2553434711411 |
| 1999-02-01 | 38.3843376772951 |
| 1999-03-01 | 39.2212890380423 |
| 1999-04-01 | 39.8534304869194 |
| 1999-05-01 | 39.7844262319139 |
| 1999-06-01 | 40.0756189813646 |
| 1999-07-01 | 40.7707320811543 |
| 1999-08-01 | 40.6550085530858 |
| 1999-09-01 | 40.9488130978271 |
| 1999-10-01 | 39.4522559117457 |
| 1999-11-01 | 39.4364608504837 |
| 1999-12-01 | 39.5821253593645 |
| 2000-01-01 | 41.2224091990126 |
| 2000-02-01 | 41.5810886902482 |
| 2000-03-01 | 41.8550644239609 |
| 2000-04-01 | 40.7401854460973 |
| 2000-05-01 | 41.0250532168389 |
| 2000-06-01 | 41.3118569844394 |
| 2000-07-01 | 43.2882428378038 |
| 2000-08-01 | 43.5463231546006 |
| 2000-09-01 | 43.6341156362557 |
| 2000-10-01 | 41.8310698684150 |
| 2000-11-01 | 41.9795177174400 |
| 2000-12-01 | 42.0644277162899 |
| 2001-01-01 | 42.6043264005196 |
| 2001-02-01 | 42.5912063558248 |
| 2001-03-01 | 42.3918442054971 |
| 2001-04-01 | 41.8368305936906 |
| 2001-05-01 | 42.1738216407164 |
| 2001-06-01 | 42.3553564336016 |
| 2001-07-01 | 41.7925035999995 |
| 2001-08-01 | 41.6431427324583 |
| 2001-09-01 | 41.5231296076811 |
| 2001-10-01 | 41.0006018132833 |
| 2001-11-01 | 40.9059218130815 |
| 2001-12-01 | 40.9506672062497 |
| 2002-01-01 | 40.5997807324170 |
| 2002-02-01 | 40.3031307737348 |
| 2002-03-01 | 40.0462581004594 |
| 2002-04-01 | 39.6189271213515 |
| 2002-05-01 | 39.3121294670914 |
| 2002-06-01 | 39.1939734146468 |
| 2002-07-01 | 39.0889068618526 |
| 2002-08-01 | 38.7328730132618 |
| 2002-09-01 | 38.4932841318023 |
| 2002-10-01 | 38.2858077456855 |
| 2002-11-01 | 38.1614553534368 |
| 2002-12-01 | 37.9621594788796 |
| 2003-01-01 | 37.7018875758033 |
| 2003-02-01 | 37.6312262756408 |
| 2003-03-01 | 37.3984190496525 |
| 2003-04-01 | 37.8534519979709 |
| 2003-05-01 | 38.3307286964384 |
| 2003-06-01 | 38.6224078304358 |
| 2003-07-01 | 38.8642939606417 |
| 2003-08-01 | 39.4255889233531 |
| 2003-09-01 | 39.8816210046798 |
| 2003-10-01 | 40.4754319921312 |
| 2003-11-01 | 40.8360880267483 |
| 2003-12-01 | 41.4163863069688 |
| 2004-01-01 | 41.2214940256722 |
| 2004-02-01 | 41.4448072818170 |
| 2004-03-01 | 41.8630643111748 |
| 2004-04-01 | 41.9459373770066 |
| 2004-05-01 | 42.2164966766010 |
| 2004-06-01 | 42.4332156614013 |
| 2004-07-01 | 42.7382322336305 |
| 2004-08-01 | 42.9131663276125 |
| 2004-09-01 | 43.0847814095916 |
| 2004-10-01 | 43.3645508337875 |
| 2004-11-01 | 43.6455604131529 |
| 2004-12-01 | 43.9177781851998 |
| 2005-01-01 | 43.9415666652938 |
| 2005-02-01 | 44.1405090585795 |
| 2005-03-01 | 44.3228678628751 |
| 2005-04-01 | 44.5044195525608 |
| 2005-05-01 | 44.4901700444656 |
| 2005-06-01 | 44.6431361244302 |
| 2005-07-01 | 44.7041095301112 |
| 2005-08-01 | 44.7962393297994 |
| 2005-09-01 | 45.0063527526609 |
| 2005-10-01 | 44.7538062461844 |
| 2005-11-01 | 44.7699688121812 |
| 2005-12-01 | 45.0508398489022 |
| 2006-01-01 | 45.4495528671515 |
| 2006-02-01 | 45.6193603430616 |
| 2006-03-01 | 45.7892487882617 |
| 2006-04-01 | 45.9400987728773 |
| 2006-05-01 | 46.0595939294957 |
| 2006-06-01 | 46.4567585980213 |
| 2006-07-01 | 46.2804979191870 |
| 2006-08-01 | 46.2716461022624 |
| 2006-09-01 | 46.6322443087403 |
| 2006-10-01 | 46.8459387324767 |
| 2006-11-01 | 47.1003423440740 |
| 2006-12-01 | 47.2887216184082 |
| 2007-01-01 | 47.4466011009839 |
| 2007-02-01 | 47.7036121996348 |
| 2007-03-01 | 47.7341608561904 |
| 2007-04-01 | 48.0897385757839 |
| 2007-05-01 | 48.5342845992026 |
| 2007-06-01 | 48.6769080671552 |
| 2007-07-01 | 48.8577142957481 |
| 2007-08-01 | 49.0509705879263 |
| 2007-09-01 | 49.0650517105684 |
| 2007-10-01 | 49.4194573767247 |
| 2007-11-01 | 49.7100838370554 |
| 2007-12-01 | 49.8196546823907 |
| 2008-01-01 | 50.6488941055884 |
| 2008-02-01 | 50.9034558018088 |
| 2008-03-01 | 50.9763565017456 |
| 2008-04-01 | 51.8583740218100 |
| 2008-05-01 | 52.1056375841920 |
| 2008-06-01 | 52.6015751242442 |
| 2008-07-01 | 53.0378242207645 |
| 2008-08-01 | 53.5120254683577 |
| 2008-09-01 | 53.9154445898358 |
| 2008-10-01 | 53.6810815261877 |
| 2008-11-01 | 53.8955792917081 |
| 2008-12-01 | 53.8619867790024 |
| 2009-01-01 | 53.7557242903461 |
| 2009-02-01 | 53.6107672007315 |
| 2009-03-01 | 53.4013124609632 |
| 2009-04-01 | 53.2508491404403 |
| 2009-05-01 | 52.7799543625982 |
| 2009-06-01 | 52.4276790349234 |
| 2009-07-01 | 52.2105021763467 |
| 2009-08-01 | 51.9644389840774 |
| 2009-09-01 | 51.8714544013563 |
| 2009-10-01 | 51.9379075877316 |
| 2009-11-01 | 51.9722524908328 |
| 2009-12-01 | 52.1140989503731 |
| 2010-01-01 | 52.1675128269382 |
| 2010-02-01 | 52.2262767832423 |
| 2010-03-01 | 52.5139793075903 |
| 2010-04-01 | 52.5426004237605 |
| 2010-05-01 | 52.8515401067420 |
| 2010-06-01 | 53.0583343477215 |
| 2010-07-01 | 53.0665443217007 |
| 2010-08-01 | 53.2125330922922 |
| 2010-09-01 | 53.5332098740672 |
| 2010-10-01 | 53.7124956624197 |
| 2010-11-01 | 53.8518923040371 |
| 2010-12-01 | 54.1911486701139 |
| 2011-01-01 | 54.2638471428660 |
| 2011-02-01 | 54.4316616873210 |
| 2011-03-01 | 54.7149117699128 |
| 2011-04-01 | 55.3526661195424 |
| 2011-05-01 | 55.4181789305393 |
| 2011-06-01 | 55.7721671753268 |
| 2011-07-01 | 56.2067103440272 |
| 2011-08-01 | 56.6712177100316 |
| 2011-09-01 | 56.8986258325883 |
| 2011-10-01 | 57.2046246241617 |
| 2011-11-01 | 57.6361301645925 |
| 2011-12-01 | 57.7706752961703 |
| 2012-01-01 | 58.1582802027510 |
| 2012-02-01 | 58.6232590523779 |
| 2012-03-01 | 58.7273551762751 |
| 2012-04-01 | 59.0535983404479 |
| 2012-05-01 | 59.2815676960523 |
| 2012-06-01 | 59.7847547845718 |
| 2012-07-01 | 59.7332088796028 |
| 2012-08-01 | 60.0348806465811 |
| 2012-09-01 | 60.1643559598964 |
| 2012-10-01 | 60.6116604739447 |
| 2012-11-01 | 60.7272546866379 |
| 2012-12-01 | 60.9657762469579 |
| 2013-01-01 | 61.2353989674502 |
| 2013-02-01 | 61.4990054635032 |
| 2013-03-01 | 62.0488403377777 |
| 2013-04-01 | 62.1487684892726 |
| 2013-05-01 | 62.3599704659150 |
| 2013-06-01 | 62.3843432165177 |
| 2013-07-01 | 62.6613402450273 |
| 2013-08-01 | 62.9117189588712 |
| 2013-09-01 | 63.2153610751098 |
| 2013-10-01 | 63.3190966413285 |
| 2013-11-01 | 63.5265154206444 |
| 2013-12-01 | 63.7528522620888 |
| 2014-01-01 | 64.1100135050983 |
| 2014-02-01 | 64.2807127029067 |
| 2014-03-01 | 64.5699176026403 |
| 2014-04-01 | 64.7295594245278 |
| 2014-05-01 | 65.2432167049551 |
| 2014-06-01 | 65.7873876414212 |
| 2014-07-01 | 66.1997907477139 |
| 2014-08-01 | 66.5019152067686 |
| 2014-09-01 | 66.6500632555021 |
| 2014-10-01 | 67.1301495062200 |
| 2014-11-01 | 67.7203359014663 |
| 2014-12-01 | 68.1461367148156 |
| 2015-01-01 | 68.0692258009986 |
| 2015-02-01 | 68.6587872477401 |
| 2015-03-01 | 68.6974548753643 |
| 2015-04-01 | 69.0178072968793 |
| 2015-05-01 | 69.1402179037974 |
| 2015-06-01 | 68.8646871317043 |
| 2015-07-01 | 69.2544506556284 |
| 2015-08-01 | 69.2992300197459 |
| 2015-09-01 | 69.4755791727002 |
| 2015-10-01 | 69.6479382437370 |
| 2015-11-01 | 69.6096390989938 |
| 2015-12-01 | 69.8245001993921 |
| 2016-01-01 | 70.3365316492525 |
| 2016-02-01 | 70.3360950931186 |
| 2016-03-01 | 70.6215855873229 |
| 2016-04-01 | 70.8963758501739 |
| 2016-05-01 | 70.9501800931787 |
| 2016-06-01 | 71.1226253104026 |
| 2016-07-01 | 71.3355151069360 |
| 2016-08-01 | 71.4135550438009 |
| 2016-09-01 | 71.8770472055007 |
| 2016-10-01 | 71.1712412898531 |
| 2016-11-01 | 71.3057598486507 |
| 2016-12-01 | 71.8142236212917 |
| 2017-01-01 | 70.8972729179448 |
| 2017-02-01 | 70.6964760750765 |
| 2017-03-01 | 70.6338746443106 |
| 2017-04-01 | 70.3716643793345 |
| 2017-05-01 | 70.3664186010502 |
| 2017-06-01 | 70.0606833108597 |
| 2017-07-01 | 70.0415441778300 |
| 2017-08-01 | 70.0462837898644 |
| 2017-09-01 | 69.8739973922737 |
| 2017-10-01 | 70.0048263878023 |
| 2017-11-01 | 70.2134848826380 |
| 2017-12-01 | 70.0710566650129 |
| 2018-01-01 | 70.2800082085161 |
| 2018-02-01 | 70.3633156585318 |
| 2018-03-01 | 70.1950399946888 |
| 2018-04-01 | 70.4464850805804 |
| 2018-05-01 | 70.5883801029772 |
| 2018-06-01 | 70.6970141589850 |
| 2018-07-01 | 70.8576534423954 |
| 2018-08-01 | 70.9954685443738 |
| 2018-09-01 | 70.4605962358583 |
| 2018-10-01 | 70.9592969036161 |
| 2018-11-01 | 71.0441804529730 |
| 2018-12-01 | 70.6951463579925 |
| 2019-01-01 | 71.2737759491367 |
| 2019-02-01 | 71.2242118903645 |
| 2019-03-01 | 70.9234216457114 |
| 2019-04-01 | 71.5381619227961 |
| 2019-05-01 | 71.5201025261395 |
| 2019-06-01 | 71.9358834765727 |
| 2019-07-01 | 71.8604681585197 |
| 2019-08-01 | 71.9407432607882 |
| 2019-09-01 | 72.2393002762948 |
| 2019-10-01 | 72.1286010878112 |
| 2019-11-01 | 71.9926489516431 |
| 2019-12-01 | 71.7777835271138 |
| 2020-01-01 | 71.8990441643277 |
| 2020-02-01 | 71.9059813321966 |
| 2020-03-01 | 71.6271965971950 |
| 2020-04-01 | 70.5434622342753 |
| 2020-05-01 | 70.6599543592477 |
| 2020-06-01 | 70.3687948137351 |
| 2020-07-01 | 70.2486775908568 |
| 2020-08-01 | 70.3869505396566 |
| 2020-09-01 | 70.6805479089921 |
| 2020-10-01 | 71.1907372448239 |
| 2020-11-01 | 71.6697009779898 |
| 2020-12-01 | 72.0487168087514 |
| 2021-01-01 | 72.3401584309017 |
| 2021-02-01 | 72.7183276956325 |
| 2021-03-01 | 73.2391050432698 |
| 2021-04-01 | 73.6629108774810 |
| 2021-05-01 | 73.6856300814356 |
| 2021-06-01 | 74.0104322242381 |
| 2021-07-01 | 74.4138769860665 |
| 2021-08-01 | 74.6938379928303 |
| 2021-09-01 | 74.9011414310390 |
| 2021-10-01 | 75.3476646650869 |
| 2021-11-01 | 75.8535318779793 |
| 2021-12-01 | 76.7268972123944 |
| 2022-01-01 | 77.0004307615360 |
| 2022-02-01 | 77.5812343384004 |
| 2022-03-01 | 77.9726577534969 |
| 2022-04-01 | 78.0794220992572 |
| 2022-05-01 | 78.2965608602773 |
| 2022-06-01 | 78.5482743483195 |
| 2022-07-01 | 78.8525419283129 |
| 2022-08-01 | 78.8569936531325 |
| 2022-09-01 | 78.8132218865801 |
| 2022-10-01 | 78.6030450043318 |
| 2022-11-01 | 78.3477346440260 |
| 2022-12-01 | 78.0262616416196 |
| 2023-01-01 | 77.7666197516112 |
| 2023-02-01 | 77.5665226606423 |
| 2023-03-01 | 77.7449212449925 |
| 2023-04-01 | 76.9871005479103 |
| 2023-05-01 | 76.8859337000279 |
| 2023-06-01 | 76.7880752685429 |
| 2023-07-01 | 76.1766590477429 |
| 2023-08-01 | 76.1816790976929 |
| 2023-09-01 | 76.5333109907233 |
| 2023-10-01 | 76.4561214384110 |
| 2023-11-01 | 76.3348741675805 |
| 2023-12-01 | 76.7603380028738 |
| 2024-01-01 | 75.9196381959817 |
| 2024-02-01 | 75.6560544257684 |
| 2024-03-01 | 75.9449987297217 |
| 2024-04-01 | 75.1788230572719 |
| 2024-05-01 | 74.9661543565737 |
| 2024-06-01 | 74.7193186611393 |
| 2024-07-01 | 74.5151237748897 |
| 2024-08-01 | 74.4185492960142 |
| 2024-09-01 | 74.0630720461464 |
| 2024-10-01 | 73.2973138908174 |
| 2024-11-01 | 73.7132752554640 |
| 2024-12-01 | 75.2010943014409 |
| 2025-01-01 | 75.3561671010680 |
| 2025-02-01 | 75.3228334458753 |
| 2025-03-01 | 75.2564141580073 |
| 2025-04-01 | 75.6628361454108 |
| 2025-05-01 | 75.5346954889494 |
| 2025-06-01 | 75.4720737679871 |
| 2025-07-01 | 75.3758853413591 |
| 2025-08-01 | 75.1664288636506 |
| 2025-09-01 | 75.8277344823849 |
| 2025-10-01 | 74.4307678874764 |
| 2025-11-01 | 73.9614463885225 |
| 2025-12-01 | 73.8398035082520 |