Table Data - All Employees: Leisure and Hospitality: Amusement, Gambling, and Recreation Industries in Pennsylvania
| Title | All Employees: Leisure and Hospitality: Amusement, Gambling, and Recreation Industries in Pennsylvania |
|---|---|
| Series ID | SMU42000007071300001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:43 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 | 37.7958980405 |
| 1990-02-01 | 37.3843123279 |
| 1990-03-01 | 38.3152045565 |
| 1990-04-01 | 36.7788183245 |
| 1990-05-01 | 35.2196026121 |
| 1990-06-01 | 35.7656594775 |
| 1990-07-01 | 35.9712404059 |
| 1990-08-01 | 36.0908525714 |
| 1990-09-01 | 37.0135728212 |
| 1990-10-01 | 37.8131031300 |
| 1990-11-01 | 37.5765576220 |
| 1990-12-01 | 37.6975746395 |
| 1991-01-01 | 37.2499540580 |
| 1991-02-01 | 37.2618561302 |
| 1991-03-01 | 37.2004799392 |
| 1991-04-01 | 36.8279390142 |
| 1991-05-01 | 36.6894876269 |
| 1991-06-01 | 37.0974218846 |
| 1991-07-01 | 36.7448769554 |
| 1991-08-01 | 36.6750779380 |
| 1991-09-01 | 36.1995415748 |
| 1991-10-01 | 35.7428052159 |
| 1991-11-01 | 36.6082713109 |
| 1991-12-01 | 36.7648918496 |
| 1992-01-01 | 37.5965708497 |
| 1992-02-01 | 37.5592239038 |
| 1992-03-01 | 37.9120924602 |
| 1992-04-01 | 37.8658554299 |
| 1992-05-01 | 38.1499917395 |
| 1992-06-01 | 37.8024017960 |
| 1992-07-01 | 37.7813731936 |
| 1992-08-01 | 37.7664287192 |
| 1992-09-01 | 37.8061134104 |
| 1992-10-01 | 37.4654782449 |
| 1992-11-01 | 37.8275250096 |
| 1992-12-01 | 38.0731558303 |
| 1993-01-01 | 38.3834548885 |
| 1993-02-01 | 38.4732614824 |
| 1993-03-01 | 38.0097802089 |
| 1993-04-01 | 39.2034946015 |
| 1993-05-01 | 38.5050576378 |
| 1993-06-01 | 38.2338216162 |
| 1993-07-01 | 38.2888448343 |
| 1993-08-01 | 38.3496147686 |
| 1993-09-01 | 38.8530827063 |
| 1993-10-01 | 38.7670178915 |
| 1993-11-01 | 38.5269620885 |
| 1993-12-01 | 38.6582302396 |
| 1994-01-01 | 38.6329874621 |
| 1994-02-01 | 38.7737063670 |
| 1994-03-01 | 39.2982498678 |
| 1994-04-01 | 39.1040721655 |
| 1994-05-01 | 38.1545276256 |
| 1994-06-01 | 39.1216562769 |
| 1994-07-01 | 39.5936486889 |
| 1994-08-01 | 39.5680280104 |
| 1994-09-01 | 39.7576965621 |
| 1994-10-01 | 39.7010386951 |
| 1994-11-01 | 40.2353964100 |
| 1994-12-01 | 40.4963035733 |
| 1995-01-01 | 40.7730163544 |
| 1995-02-01 | 41.2114596004 |
| 1995-03-01 | 42.1092788421 |
| 1995-04-01 | 41.1656437290 |
| 1995-05-01 | 40.6687511684 |
| 1995-06-01 | 41.4787108066 |
| 1995-07-01 | 41.0551674451 |
| 1995-08-01 | 41.2621143204 |
| 1995-09-01 | 41.3071060842 |
| 1995-10-01 | 41.4071840329 |
| 1995-11-01 | 41.6860181358 |
| 1995-12-01 | 42.8519700677 |
| 1996-01-01 | 41.3517892090 |
| 1996-02-01 | 41.4149067614 |
| 1996-03-01 | 41.9413024582 |
| 1996-04-01 | 42.4964063308 |
| 1996-05-01 | 42.4218240861 |
| 1996-06-01 | 42.5378017515 |
| 1996-07-01 | 41.9021250930 |
| 1996-08-01 | 41.8921241540 |
| 1996-09-01 | 41.4784149408 |
| 1996-10-01 | 42.5919387271 |
| 1996-11-01 | 42.6157062484 |
| 1996-12-01 | 42.7010996129 |
| 1997-01-01 | 43.7644367700 |
| 1997-02-01 | 43.5040560118 |
| 1997-03-01 | 43.9951025752 |
| 1997-04-01 | 44.3130182265 |
| 1997-05-01 | 45.6889605970 |
| 1997-06-01 | 44.8307928623 |
| 1997-07-01 | 45.7910471509 |
| 1997-08-01 | 45.5431946066 |
| 1997-09-01 | 45.0823668269 |
| 1997-10-01 | 45.4815411664 |
| 1997-11-01 | 45.7099197150 |
| 1997-12-01 | 46.6608832433 |
| 1998-01-01 | 46.1655671624 |
| 1998-02-01 | 46.9532926289 |
| 1998-03-01 | 46.6852171586 |
| 1998-04-01 | 46.5798939890 |
| 1998-05-01 | 47.6240481421 |
| 1998-06-01 | 46.6929464462 |
| 1998-07-01 | 46.9833981132 |
| 1998-08-01 | 47.0070066816 |
| 1998-09-01 | 47.5574555230 |
| 1998-10-01 | 47.0421684357 |
| 1998-11-01 | 46.8943174076 |
| 1998-12-01 | 46.8151093198 |
| 1999-01-01 | 47.1818158202 |
| 1999-02-01 | 47.9566415253 |
| 1999-03-01 | 47.9423657263 |
| 1999-04-01 | 50.0699188012 |
| 1999-05-01 | 48.6373070897 |
| 1999-06-01 | 48.7379005344 |
| 1999-07-01 | 49.0626815752 |
| 1999-08-01 | 49.1226495380 |
| 1999-09-01 | 49.1853528754 |
| 1999-10-01 | 48.9640037644 |
| 1999-11-01 | 49.1996612716 |
| 1999-12-01 | 49.3300426361 |
| 2000-01-01 | 49.8496727196 |
| 2000-02-01 | 49.6468010308 |
| 2000-03-01 | 50.6997727642 |
| 2000-04-01 | 50.4779895175 |
| 2000-05-01 | 50.2626805676 |
| 2000-06-01 | 50.7714764741 |
| 2000-07-01 | 50.4171943240 |
| 2000-08-01 | 50.7911975417 |
| 2000-09-01 | 51.1821716743 |
| 2000-10-01 | 51.6994293122 |
| 2000-11-01 | 51.7917326978 |
| 2000-12-01 | 52.5133096114 |
| 2001-01-01 | 50.9657991660 |
| 2001-02-01 | 51.1388574725 |
| 2001-03-01 | 50.7317751589 |
| 2001-04-01 | 51.0403762803 |
| 2001-05-01 | 51.4910996838 |
| 2001-06-01 | 52.5272654226 |
| 2001-07-01 | 51.8481041006 |
| 2001-08-01 | 51.7108531091 |
| 2001-09-01 | 49.5951420059 |
| 2001-10-01 | 51.2898542451 |
| 2001-11-01 | 51.6238095457 |
| 2001-12-01 | 51.6076110650 |
| 2002-01-01 | 52.6925214810 |
| 2002-02-01 | 52.9237778544 |
| 2002-03-01 | 53.3530860972 |
| 2002-04-01 | 53.6211073121 |
| 2002-05-01 | 53.2374303388 |
| 2002-06-01 | 53.6487889363 |
| 2002-07-01 | 53.0852063394 |
| 2002-08-01 | 53.1480293057 |
| 2002-09-01 | 53.3787597221 |
| 2002-10-01 | 53.8978891933 |
| 2002-11-01 | 52.7721096681 |
| 2002-12-01 | 53.9002206001 |
| 2003-01-01 | 54.4561147707 |
| 2003-02-01 | 54.4362655085 |
| 2003-03-01 | 54.5704670943 |
| 2003-04-01 | 53.6241506086 |
| 2003-05-01 | 55.2998531803 |
| 2003-06-01 | 54.2535164061 |
| 2003-07-01 | 54.9870306812 |
| 2003-08-01 | 54.9310251082 |
| 2003-09-01 | 55.1053725145 |
| 2003-10-01 | 54.9544740107 |
| 2003-11-01 | 55.4332144278 |
| 2003-12-01 | 56.1679987775 |
| 2004-01-01 | 55.8408907587 |
| 2004-02-01 | 56.0482835761 |
| 2004-03-01 | 56.2328975342 |
| 2004-04-01 | 56.1676520972 |
| 2004-05-01 | 56.3264625810 |
| 2004-06-01 | 56.6118447439 |
| 2004-07-01 | 56.6977131909 |
| 2004-08-01 | 57.0392976839 |
| 2004-09-01 | 58.1954138689 |
| 2004-10-01 | 56.6483062841 |
| 2004-11-01 | 56.6037102914 |
| 2004-12-01 | 56.3847026718 |
| 2005-01-01 | 56.3525032223 |
| 2005-02-01 | 57.1653600460 |
| 2005-03-01 | 56.8695061789 |
| 2005-04-01 | 58.2815049823 |
| 2005-05-01 | 57.6681415368 |
| 2005-06-01 | 57.5194329184 |
| 2005-07-01 | 57.3012738387 |
| 2005-08-01 | 57.6783204137 |
| 2005-09-01 | 57.9069257125 |
| 2005-10-01 | 57.6885000605 |
| 2005-11-01 | 57.6116046847 |
| 2005-12-01 | 57.4503423196 |
| 2006-01-01 | 58.4099802547 |
| 2006-02-01 | 57.9378851013 |
| 2006-03-01 | 58.6938282836 |
| 2006-04-01 | 58.6275203071 |
| 2006-05-01 | 56.8772299641 |
| 2006-06-01 | 58.3540436688 |
| 2006-07-01 | 58.0622776807 |
| 2006-08-01 | 57.7991761273 |
| 2006-09-01 | 57.9354743473 |
| 2006-10-01 | 57.9194035946 |
| 2006-11-01 | 58.0500320020 |
| 2006-12-01 | 58.9142497064 |
| 2007-01-01 | 56.5877206219 |
| 2007-02-01 | 58.7039820917 |
| 2007-03-01 | 58.8182875130 |
| 2007-04-01 | 58.5627527858 |
| 2007-05-01 | 58.5361202574 |
| 2007-06-01 | 59.9248936218 |
| 2007-07-01 | 60.2861637960 |
| 2007-08-01 | 60.1889291654 |
| 2007-09-01 | 59.8789577271 |
| 2007-10-01 | 61.3851376048 |
| 2007-11-01 | 61.3019223846 |
| 2007-12-01 | 61.3082475570 |
| 2008-01-01 | 61.5550764866 |
| 2008-02-01 | 61.8940164011 |
| 2008-03-01 | 61.8758489206 |
| 2008-04-01 | 62.1304359784 |
| 2008-05-01 | 63.4431762109 |
| 2008-06-01 | 62.7745855413 |
| 2008-07-01 | 62.6796904009 |
| 2008-08-01 | 62.5538946193 |
| 2008-09-01 | 62.5383343490 |
| 2008-10-01 | 62.6090368136 |
| 2008-11-01 | 62.4292780499 |
| 2008-12-01 | 63.3360117561 |
| 2009-01-01 | 62.6177174563 |
| 2009-02-01 | 62.8421495927 |
| 2009-03-01 | 62.8820559004 |
| 2009-04-01 | 62.6819085935 |
| 2009-05-01 | 65.2856389422 |
| 2009-06-01 | 62.2368088140 |
| 2009-07-01 | 63.1849786216 |
| 2009-08-01 | 63.4811938014 |
| 2009-09-01 | 66.6671152461 |
| 2009-10-01 | 62.8416917015 |
| 2009-11-01 | 63.7371486311 |
| 2009-12-01 | 63.0766437541 |
| 2010-01-01 | 64.3325764087 |
| 2010-02-01 | 63.6798458223 |
| 2010-03-01 | 63.7659772091 |
| 2010-04-01 | 65.2920744030 |
| 2010-05-01 | 63.8782361222 |
| 2010-06-01 | 63.2979376350 |
| 2010-07-01 | 67.3819366043 |
| 2010-08-01 | 67.5969456573 |
| 2010-09-01 | 70.1677273470 |
| 2010-10-01 | 68.4382176882 |
| 2010-11-01 | 68.4738949493 |
| 2010-12-01 | 68.7173664897 |
| 2011-01-01 | 68.1113840490 |
| 2011-02-01 | 68.6286530609 |
| 2011-03-01 | 68.7545053754 |
| 2011-04-01 | 69.5321648369 |
| 2011-05-01 | 69.1959346915 |
| 2011-06-01 | 69.3520590783 |
| 2011-07-01 | 70.0571359546 |
| 2011-08-01 | 69.9940684784 |
| 2011-09-01 | 69.0160463745 |
| 2011-10-01 | 69.7595316924 |
| 2011-11-01 | 69.1701823368 |
| 2011-12-01 | 69.0253728031 |
| 2012-01-01 | 69.5634825719 |
| 2012-02-01 | 69.7890655557 |
| 2012-03-01 | 71.7808084739 |
| 2012-04-01 | 70.1070367214 |
| 2012-05-01 | 69.2192640413 |
| 2012-06-01 | 69.4611747754 |
| 2012-07-01 | 68.6039498275 |
| 2012-08-01 | 68.7377807674 |
| 2012-09-01 | 68.3429221310 |
| 2012-10-01 | 67.6853644938 |
| 2012-11-01 | 68.2072937501 |
| 2012-12-01 | 67.5621991447 |
| 2013-01-01 | 67.5332157810 |
| 2013-02-01 | 67.2103577375 |
| 2013-03-01 | 69.4936516983 |
| 2013-04-01 | 66.6659311328 |
| 2013-05-01 | 67.3753620887 |
| 2013-06-01 | 67.5579931671 |
| 2013-07-01 | 67.6285825574 |
| 2013-08-01 | 67.1596084056 |
| 2013-09-01 | 67.4771653139 |
| 2013-10-01 | 66.3427050666 |
| 2013-11-01 | 65.6523533756 |
| 2013-12-01 | 68.3494222985 |
| 2014-01-01 | 66.8518270303 |
| 2014-02-01 | 66.5972562310 |
| 2014-03-01 | 66.7580049761 |
| 2014-04-01 | 66.7153281215 |
| 2014-05-01 | 68.4147918892 |
| 2014-06-01 | 65.9634562507 |
| 2014-07-01 | 66.1592476475 |
| 2014-08-01 | 66.1864787869 |
| 2014-09-01 | 66.2412003219 |
| 2014-10-01 | 67.2663091777 |
| 2014-11-01 | 66.2747089051 |
| 2014-12-01 | 67.8782281396 |
| 2015-01-01 | 66.7759526852 |
| 2015-02-01 | 66.9767258092 |
| 2015-03-01 | 66.5377828108 |
| 2015-04-01 | 66.8831159360 |
| 2015-05-01 | 68.8329800793 |
| 2015-06-01 | 66.8436160507 |
| 2015-07-01 | 66.8049293402 |
| 2015-08-01 | 67.0694307483 |
| 2015-09-01 | 69.1932903414 |
| 2015-10-01 | 67.4580595140 |
| 2015-11-01 | 67.6107630137 |
| 2015-12-01 | 67.1945206088 |
| 2016-01-01 | 67.7696977071 |
| 2016-02-01 | 68.1643878901 |
| 2016-03-01 | 70.1805010512 |
| 2016-04-01 | 68.4106218873 |
| 2016-05-01 | 68.9254374471 |
| 2016-06-01 | 67.7826867601 |
| 2016-07-01 | 69.2904550777 |
| 2016-08-01 | 69.2807125959 |
| 2016-09-01 | 69.4311819021 |
| 2016-10-01 | 69.1949263397 |
| 2016-11-01 | 69.1578898796 |
| 2016-12-01 | 68.7927387496 |
| 2017-01-01 | 69.0841030604 |
| 2017-02-01 | 69.5279190212 |
| 2017-03-01 | 69.1547143541 |
| 2017-04-01 | 69.6717745586 |
| 2017-05-01 | 69.5928795377 |
| 2017-06-01 | 70.2269451500 |
| 2017-07-01 | 70.1280287233 |
| 2017-08-01 | 71.0240019597 |
| 2017-09-01 | 70.3964927746 |
| 2017-10-01 | 70.6217527445 |
| 2017-11-01 | 71.2437744334 |
| 2017-12-01 | 71.3672039912 |
| 2018-01-01 | 70.6827771397 |
| 2018-02-01 | 70.2212194830 |
| 2018-03-01 | 70.6072332051 |
| 2018-04-01 | 70.1057055431 |
| 2018-05-01 | 70.4787182612 |
| 2018-06-01 | 70.7021929913 |
| 2018-07-01 | 70.9659149222 |
| 2018-08-01 | 70.6822399109 |
| 2018-09-01 | 70.9783799024 |
| 2018-10-01 | 71.6286614164 |
| 2018-11-01 | 71.5406620612 |
| 2018-12-01 | 71.5145885160 |
| 2019-01-01 | 72.3637651809 |
| 2019-02-01 | 72.3806090332 |
| 2019-03-01 | 72.8560223990 |
| 2019-04-01 | 72.8719285592 |
| 2019-05-01 | 73.3605090984 |
| 2019-06-01 | 72.8067120721 |
| 2019-07-01 | 73.5277496851 |
| 2019-08-01 | 72.5474243694 |
| 2019-09-01 | 72.9200181122 |
| 2019-10-01 | 73.2769970936 |
| 2019-11-01 | 73.0537645513 |
| 2019-12-01 | 73.9732537217 |
| 2020-01-01 | 74.1300875299 |
| 2020-02-01 | 73.8161876522 |
| 2020-03-01 | 71.2843714143 |
| 2020-04-01 | 28.5444591789 |
| 2020-05-01 | 22.7276091985 |
| 2020-06-01 | 24.2618839169 |
| 2020-07-01 | 42.4408673013 |
| 2020-08-01 | 45.7215362456 |
| 2020-09-01 | 55.5150637356 |
| 2020-10-01 | 54.9375903273 |
| 2020-11-01 | 58.8276272409 |
| 2020-12-01 | 53.9561039012 |
| 2021-01-01 | 56.3967542851 |
| 2021-02-01 | 57.4426105243 |
| 2021-03-01 | 59.0696062030 |
| 2021-04-01 | 58.8239921850 |
| 2021-05-01 | 59.1713151335 |
| 2021-06-01 | 55.7105917522 |
| 2021-07-01 | 58.9195835370 |
| 2021-08-01 | 59.7435286609 |
| 2021-09-01 | 64.0157174801 |
| 2021-10-01 | 65.1004043300 |
| 2021-11-01 | 66.8441806602 |
| 2021-12-01 | 65.2555351762 |
| 2022-01-01 | 65.5982749759 |
| 2022-02-01 | 66.2938672568 |
| 2022-03-01 | 67.0851942338 |
| 2022-04-01 | 67.6372647582 |
| 2022-05-01 | 67.7235336332 |
| 2022-06-01 | 65.5997153861 |
| 2022-07-01 | 68.7286848109 |
| 2022-08-01 | 68.8289876463 |
| 2022-09-01 | 69.9606657787 |
| 2022-10-01 | 69.6748334243 |
| 2022-11-01 | 70.7060953583 |
| 2022-12-01 | 70.8021609564 |
| 2023-01-01 | 70.9024022688 |
| 2023-02-01 | 70.8062158686 |
| 2023-03-01 | 70.2349555431 |
| 2023-04-01 | 71.1881236635 |
| 2023-05-01 | 70.9677141769 |
| 2023-06-01 | 71.9993735427 |
| 2023-07-01 | 72.2019019682 |
| 2023-08-01 | 72.2127415164 |
| 2023-09-01 | 72.3696556724 |
| 2023-10-01 | 72.4414491752 |
| 2023-11-01 | 72.8457654676 |
| 2023-12-01 | 73.0661467240 |
| 2024-01-01 | 73.7641767261 |
| 2024-02-01 | 73.9819683786 |
| 2024-03-01 | 74.5919778187 |
| 2024-04-01 | 74.0012242956 |
| 2024-05-01 | 75.1465945633 |
| 2024-06-01 | 74.6133593917 |
| 2024-07-01 | 74.3978807167 |
| 2024-08-01 | 73.4992123942 |
| 2024-09-01 | 74.4019752201 |
| 2024-10-01 | 75.1078192867 |
| 2024-11-01 | 75.2073869177 |
| 2024-12-01 | 75.3840303972 |
| 2025-01-01 | 74.8381930451 |
| 2025-02-01 | 74.0182328481 |
| 2025-03-01 | 75.0231734145 |
| 2025-04-01 | 74.6158410615 |
| 2025-05-01 | 76.5493187229 |
| 2025-06-01 | 74.4110662428 |
| 2025-07-01 | 74.6923217183 |
| 2025-08-01 | 74.7532245223 |
| 2025-09-01 | 75.4587460158 |
| 2025-10-01 | 75.4215537399 |
| 2025-11-01 | 74.8283753002 |
| 2025-12-01 | 73.6202468816 |
| 2026-01-01 | 75.1574771437 |
| 2026-02-01 | 75.5772630615 |
| 2026-03-01 | 75.6966376438 |
| 2026-04-01 | 76.2884408033 |
| 2026-05-01 | 79.9227450093 |
| 2026-06-01 | 81.6946294280 |
| 2026-07-01 | 80.6233931010 |
| 2026-08-01 | 80.3869922396 |
| 2026-09-01 | 78.6670846136 |