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 2026-07-01 |
| Last Updated | 2026-08-21 6:46 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 | 37.7958980404915 |
| 1990-02-01 | 37.3843123279264 |
| 1990-03-01 | 38.3152045565257 |
| 1990-04-01 | 36.7788183245225 |
| 1990-05-01 | 35.2196026121160 |
| 1990-06-01 | 35.7656594774702 |
| 1990-07-01 | 35.9712404058746 |
| 1990-08-01 | 36.0908525713269 |
| 1990-09-01 | 37.0135728211512 |
| 1990-10-01 | 37.8131031300230 |
| 1990-11-01 | 37.5765576220589 |
| 1990-12-01 | 37.6975746394932 |
| 1991-01-01 | 37.2499540580092 |
| 1991-02-01 | 37.2618561302172 |
| 1991-03-01 | 37.2004799391640 |
| 1991-04-01 | 36.8279390141430 |
| 1991-05-01 | 36.6894876268614 |
| 1991-06-01 | 37.0974218846029 |
| 1991-07-01 | 36.7448769553669 |
| 1991-08-01 | 36.6750779379654 |
| 1991-09-01 | 36.1995415747931 |
| 1991-10-01 | 35.7428052159865 |
| 1991-11-01 | 36.6082713109751 |
| 1991-12-01 | 36.7648918497633 |
| 1992-01-01 | 37.5965708497963 |
| 1992-02-01 | 37.5592239038298 |
| 1992-03-01 | 37.9120924600932 |
| 1992-04-01 | 37.8658554297356 |
| 1992-05-01 | 38.1499917391760 |
| 1992-06-01 | 37.8024017958032 |
| 1992-07-01 | 37.7813731935705 |
| 1992-08-01 | 37.7664287193525 |
| 1992-09-01 | 37.8061134106328 |
| 1992-10-01 | 37.4654782452050 |
| 1992-11-01 | 37.8275250098674 |
| 1992-12-01 | 38.0731558304855 |
| 1993-01-01 | 38.3834548884961 |
| 1993-02-01 | 38.4732614822548 |
| 1993-03-01 | 38.0097802082161 |
| 1993-04-01 | 39.2034946009466 |
| 1993-05-01 | 38.5050576362798 |
| 1993-06-01 | 38.2338216163132 |
| 1993-07-01 | 38.2888448351190 |
| 1993-08-01 | 38.3496147698394 |
| 1993-09-01 | 38.8530827077002 |
| 1993-10-01 | 38.7670178924245 |
| 1993-11-01 | 38.5269620885021 |
| 1993-12-01 | 38.6582302384291 |
| 1994-01-01 | 38.6329874606324 |
| 1994-02-01 | 38.7737063658174 |
| 1994-03-01 | 39.2982498665742 |
| 1994-04-01 | 39.1040721654875 |
| 1994-05-01 | 38.1545276242828 |
| 1994-06-01 | 39.1216562784441 |
| 1994-07-01 | 39.5936486904762 |
| 1994-08-01 | 39.5680280113180 |
| 1994-09-01 | 39.7576965735419 |
| 1994-10-01 | 39.7010386933147 |
| 1994-11-01 | 40.2353964057553 |
| 1994-12-01 | 40.4963035669287 |
| 1995-01-01 | 40.7730163485417 |
| 1995-02-01 | 41.2114595968397 |
| 1995-03-01 | 42.1092788408173 |
| 1995-04-01 | 41.1656437311850 |
| 1995-05-01 | 40.6687511731361 |
| 1995-06-01 | 41.4787108098871 |
| 1995-07-01 | 41.0551674524036 |
| 1995-08-01 | 41.2621143195878 |
| 1995-09-01 | 41.3071061056701 |
| 1995-10-01 | 41.4071840302224 |
| 1995-11-01 | 41.6860181281911 |
| 1995-12-01 | 42.8519700537887 |
| 1996-01-01 | 41.3517891932020 |
| 1996-02-01 | 41.4149067442373 |
| 1996-03-01 | 41.9413024408950 |
| 1996-04-01 | 42.4964063159156 |
| 1996-05-01 | 42.4218241688395 |
| 1996-06-01 | 42.5378017446649 |
| 1996-07-01 | 41.9021251019444 |
| 1996-08-01 | 41.8921241530984 |
| 1996-09-01 | 41.4784149748926 |
| 1996-10-01 | 42.5919387240043 |
| 1996-11-01 | 42.6157062347913 |
| 1996-12-01 | 42.7010995857713 |
| 1997-01-01 | 43.7644367323763 |
| 1997-02-01 | 43.5040559654554 |
| 1997-03-01 | 43.9951025267425 |
| 1997-04-01 | 44.3130182251091 |
| 1997-05-01 | 45.6889607538498 |
| 1997-06-01 | 44.8307928505652 |
| 1997-07-01 | 45.7910471734470 |
| 1997-08-01 | 45.5431946172215 |
| 1997-09-01 | 45.0823668602113 |
| 1997-10-01 | 45.4815411694025 |
| 1997-11-01 | 45.7099196956582 |
| 1997-12-01 | 46.6608832065000 |
| 1998-01-01 | 46.1655671182674 |
| 1998-02-01 | 46.9532925836731 |
| 1998-03-01 | 46.6852168630455 |
| 1998-04-01 | 46.5798940490220 |
| 1998-05-01 | 47.6240484207356 |
| 1998-06-01 | 46.6929465074439 |
| 1998-07-01 | 46.9833982315987 |
| 1998-08-01 | 47.0070067878806 |
| 1998-09-01 | 47.5574556089249 |
| 1998-10-01 | 47.0421684333277 |
| 1998-11-01 | 46.8943173093128 |
| 1998-12-01 | 46.8151086508706 |
| 1999-01-01 | 47.1818157357657 |
| 1999-02-01 | 47.9566415576085 |
| 1999-03-01 | 47.9423653873112 |
| 1999-04-01 | 50.0699192198036 |
| 1999-05-01 | 48.6373076388103 |
| 1999-06-01 | 48.7379008431627 |
| 1999-07-01 | 49.0626819220013 |
| 1999-08-01 | 49.1226497313669 |
| 1999-09-01 | 49.1853528220964 |
| 1999-10-01 | 48.9640034923953 |
| 1999-11-01 | 49.1996607387498 |
| 1999-12-01 | 49.3300409842445 |
| 2000-01-01 | 49.8496724006956 |
| 2000-02-01 | 49.6468012128293 |
| 2000-03-01 | 50.6997727195922 |
| 2000-04-01 | 50.4779907023689 |
| 2000-05-01 | 50.2626818694050 |
| 2000-06-01 | 50.7714773519353 |
| 2000-07-01 | 50.4171949995910 |
| 2000-08-01 | 50.7911977928506 |
| 2000-09-01 | 51.1821714914132 |
| 2000-10-01 | 51.6994286672850 |
| 2000-11-01 | 51.7917307807687 |
| 2000-12-01 | 52.5133064806440 |
| 2001-01-01 | 50.9657977362107 |
| 2001-02-01 | 51.1388562722085 |
| 2001-03-01 | 50.7317737411433 |
| 2001-04-01 | 51.0403851430408 |
| 2001-05-01 | 51.4911041092553 |
| 2001-06-01 | 52.5272647921796 |
| 2001-07-01 | 51.8481036467696 |
| 2001-08-01 | 51.7108524988421 |
| 2001-09-01 | 49.5951410156047 |
| 2001-10-01 | 51.2898528089668 |
| 2001-11-01 | 51.6238061093027 |
| 2001-12-01 | 51.6076074305049 |
| 2002-01-01 | 52.6925188406958 |
| 2002-02-01 | 52.9237752386667 |
| 2002-03-01 | 53.3530833727086 |
| 2002-04-01 | 53.6211239806337 |
| 2002-05-01 | 53.2374380731307 |
| 2002-06-01 | 53.6487870891511 |
| 2002-07-01 | 53.0852049258346 |
| 2002-08-01 | 53.1480280297717 |
| 2002-09-01 | 53.3787574763430 |
| 2002-10-01 | 53.8978870692048 |
| 2002-11-01 | 52.7721046469563 |
| 2002-12-01 | 53.9002162312896 |
| 2003-01-01 | 54.4561103085352 |
| 2003-02-01 | 54.4362604374195 |
| 2003-03-01 | 54.5704618008901 |
| 2003-04-01 | 53.6241797300911 |
| 2003-05-01 | 55.2998633304694 |
| 2003-06-01 | 54.2535129492869 |
| 2003-07-01 | 54.9870283350378 |
| 2003-08-01 | 54.9310231906658 |
| 2003-09-01 | 55.1053684553325 |
| 2003-10-01 | 54.9544704431213 |
| 2003-11-01 | 55.4332083308197 |
| 2003-12-01 | 56.1679930255193 |
| 2004-01-01 | 55.8408849377395 |
| 2004-02-01 | 56.0482784964558 |
| 2004-03-01 | 56.2328940082480 |
| 2004-04-01 | 56.1676806128104 |
| 2004-05-01 | 56.3264751662420 |
| 2004-06-01 | 56.6118443478124 |
| 2004-07-01 | 56.6977132507987 |
| 2004-08-01 | 57.0392971880461 |
| 2004-09-01 | 58.1954101780524 |
| 2004-10-01 | 56.6483041350424 |
| 2004-11-01 | 56.6037062825825 |
| 2004-12-01 | 56.3846757985558 |
| 2005-01-01 | 56.3524940922335 |
| 2005-02-01 | 57.1653555245711 |
| 2005-03-01 | 56.8695057231952 |
| 2005-04-01 | 58.2815361508030 |
| 2005-05-01 | 57.6681619967609 |
| 2005-06-01 | 57.5194426349403 |
| 2005-07-01 | 57.3012840733148 |
| 2005-08-01 | 57.6783284333980 |
| 2005-09-01 | 57.9068973270432 |
| 2005-10-01 | 57.6885005694639 |
| 2005-11-01 | 57.6115996503549 |
| 2005-12-01 | 57.4502870935514 |
| 2006-01-01 | 58.4099613409918 |
| 2006-02-01 | 57.9378791875338 |
| 2006-03-01 | 58.6938343291900 |
| 2006-04-01 | 58.6275499620331 |
| 2006-05-01 | 56.8773129452775 |
| 2006-06-01 | 58.3540678905337 |
| 2006-07-01 | 58.0622950095261 |
| 2006-08-01 | 57.7991817932658 |
| 2006-09-01 | 57.9354047112319 |
| 2006-10-01 | 57.9193883710344 |
| 2006-11-01 | 58.0500109771260 |
| 2006-12-01 | 58.9141689555742 |
| 2007-01-01 | 56.5876847821767 |
| 2007-02-01 | 58.7039751766109 |
| 2007-03-01 | 58.8183002998082 |
| 2007-04-01 | 58.5627818958422 |
| 2007-05-01 | 58.5362785988296 |
| 2007-06-01 | 59.9250831699406 |
| 2007-07-01 | 60.2861372877568 |
| 2007-08-01 | 60.1888757000479 |
| 2007-09-01 | 59.8788209808996 |
| 2007-10-01 | 61.3850828621691 |
| 2007-11-01 | 61.3018426341590 |
| 2007-12-01 | 61.3081511673588 |
| 2008-01-01 | 61.5550129232557 |
| 2008-02-01 | 61.8940116259492 |
| 2008-03-01 | 61.8758930968606 |
| 2008-04-01 | 62.1304664511877 |
| 2008-05-01 | 63.4435309014584 |
| 2008-06-01 | 62.7751389389356 |
| 2008-07-01 | 62.6794062059254 |
| 2008-08-01 | 62.5536469714941 |
| 2008-09-01 | 62.5381607086521 |
| 2008-10-01 | 62.6089122275979 |
| 2008-11-01 | 62.4291382573923 |
| 2008-12-01 | 63.3359256877384 |
| 2009-01-01 | 62.6176601944290 |
| 2009-02-01 | 62.8421734368371 |
| 2009-03-01 | 62.8821521466770 |
| 2009-04-01 | 62.6819605766821 |
| 2009-05-01 | 65.2861036539135 |
| 2009-06-01 | 62.2377268672589 |
| 2009-07-01 | 63.1844360341286 |
| 2009-08-01 | 63.4807534358413 |
| 2009-09-01 | 66.6669125177904 |
| 2009-10-01 | 62.8415122608524 |
| 2009-11-01 | 63.7369662136302 |
| 2009-12-01 | 63.0765638177478 |
| 2010-01-01 | 64.3325499788522 |
| 2010-02-01 | 63.6799109597272 |
| 2010-03-01 | 63.7661318067269 |
| 2010-04-01 | 65.2921745617169 |
| 2010-05-01 | 63.8787873071745 |
| 2010-06-01 | 63.2989162800448 |
| 2010-07-01 | 67.3812279168026 |
| 2010-08-01 | 67.5964120034297 |
| 2010-09-01 | 70.1675299361660 |
| 2010-10-01 | 68.4380136677190 |
| 2010-11-01 | 68.4737424797022 |
| 2010-12-01 | 68.7173334128985 |
| 2011-01-01 | 68.1114221904368 |
| 2011-02-01 | 68.6287571050567 |
| 2011-03-01 | 68.7546663663493 |
| 2011-04-01 | 69.5322989868879 |
| 2011-05-01 | 69.1963120382870 |
| 2011-06-01 | 69.3526776089631 |
| 2011-07-01 | 70.0566646105462 |
| 2011-08-01 | 69.9936926197215 |
| 2011-09-01 | 69.0158779315854 |
| 2011-10-01 | 69.7593529149955 |
| 2011-11-01 | 69.1700570282713 |
| 2011-12-01 | 69.0253710953494 |
| 2012-01-01 | 69.5635444359498 |
| 2012-02-01 | 69.7891664921574 |
| 2012-03-01 | 71.7809268384334 |
| 2012-04-01 | 70.1071547306030 |
| 2012-05-01 | 69.2194745790529 |
| 2012-06-01 | 69.4614173886261 |
| 2012-07-01 | 68.6037259446913 |
| 2012-08-01 | 68.7375934304448 |
| 2012-09-01 | 68.3428199467895 |
| 2012-10-01 | 67.6852374733190 |
| 2012-11-01 | 68.2072070706073 |
| 2012-12-01 | 67.5622582784836 |
| 2013-01-01 | 67.5332709748739 |
| 2013-02-01 | 67.2104194950219 |
| 2013-03-01 | 69.4936983273898 |
| 2013-04-01 | 66.6659879497266 |
| 2013-05-01 | 67.3753796063305 |
| 2013-06-01 | 67.5580109134327 |
| 2013-07-01 | 67.6285754004229 |
| 2013-08-01 | 67.1595839709716 |
| 2013-09-01 | 67.4771674029877 |
| 2013-10-01 | 66.3426342023420 |
| 2013-11-01 | 65.6522762341983 |
| 2013-12-01 | 68.3495066063895 |
| 2014-01-01 | 66.8518469228714 |
| 2014-02-01 | 66.5972679243834 |
| 2014-03-01 | 66.7579424110838 |
| 2014-04-01 | 66.7153252967401 |
| 2014-05-01 | 68.4147477919749 |
| 2014-06-01 | 65.9634928824536 |
| 2014-07-01 | 66.1592736091973 |
| 2014-08-01 | 66.1865105317134 |
| 2014-09-01 | 66.2412888071803 |
| 2014-10-01 | 67.2662897485742 |
| 2014-11-01 | 66.2746660355505 |
| 2014-12-01 | 67.8783223756437 |
| 2015-01-01 | 66.7759556399932 |
| 2015-02-01 | 66.9767140988282 |
| 2015-03-01 | 66.5376423227516 |
| 2015-04-01 | 66.8830777137650 |
| 2015-05-01 | 68.8328459724730 |
| 2015-06-01 | 66.8435486885784 |
| 2015-07-01 | 66.8047679179517 |
| 2015-08-01 | 67.0697771895510 |
| 2015-09-01 | 69.1932207618257 |
| 2015-10-01 | 67.4579996659817 |
| 2015-11-01 | 67.6109079086860 |
| 2015-12-01 | 67.1948356614485 |
| 2016-01-01 | 67.7701376853029 |
| 2016-02-01 | 68.1647255145619 |
| 2016-03-01 | 70.1803975677917 |
| 2016-04-01 | 68.4103465579685 |
| 2016-05-01 | 68.9248158164040 |
| 2016-06-01 | 67.7819863542481 |
| 2016-07-01 | 69.2896332445063 |
| 2016-08-01 | 69.2810530215006 |
| 2016-09-01 | 69.4307085315856 |
| 2016-10-01 | 69.1948150830843 |
| 2016-11-01 | 69.1585454326079 |
| 2016-12-01 | 68.7939257844961 |
| 2017-01-01 | 69.0858943489105 |
| 2017-02-01 | 69.5294779425791 |
| 2017-03-01 | 69.1552567999329 |
| 2017-04-01 | 69.6711421967992 |
| 2017-05-01 | 69.5910928491494 |
| 2017-06-01 | 70.2245892301199 |
| 2017-07-01 | 70.1255677012724 |
| 2017-08-01 | 71.0235157208283 |
| 2017-09-01 | 70.3948641272385 |
| 2017-10-01 | 70.6208702460354 |
| 2017-11-01 | 71.2447432228303 |
| 2017-12-01 | 71.3698804559117 |
| 2018-01-01 | 70.6879821888911 |
| 2018-02-01 | 70.2283678886664 |
| 2018-03-01 | 70.6112894854977 |
| 2018-04-01 | 70.1065653700500 |
| 2018-05-01 | 70.4632597771948 |
| 2018-06-01 | 70.7069494901204 |
| 2018-07-01 | 70.9478427536990 |
| 2018-08-01 | 70.6863612636462 |
| 2018-09-01 | 70.9807368658450 |
| 2018-10-01 | 71.6300371835694 |
| 2018-11-01 | 71.5361952684979 |
| 2018-12-01 | 71.5169644738333 |
| 2019-01-01 | 72.3692766021754 |
| 2019-02-01 | 72.3882423484420 |
| 2019-03-01 | 72.8855794093746 |
| 2019-04-01 | 72.8691139201601 |
| 2019-05-01 | 73.3274413013052 |
| 2019-06-01 | 72.8184637482072 |
| 2019-07-01 | 73.4933029106201 |
| 2019-08-01 | 72.5563536557385 |
| 2019-09-01 | 72.9263461682615 |
| 2019-10-01 | 73.2814383134304 |
| 2019-11-01 | 73.0408611173038 |
| 2019-12-01 | 73.9752044419478 |
| 2020-01-01 | 74.1352984477417 |
| 2020-02-01 | 73.8236322110279 |
| 2020-03-01 | 71.3390045008097 |
| 2020-04-01 | 28.5381077226101 |
| 2020-05-01 | 22.6773562867382 |
| 2020-06-01 | 24.2847146019311 |
| 2020-07-01 | 42.3905793886739 |
| 2020-08-01 | 45.7360348488328 |
| 2020-09-01 | 55.5266336362103 |
| 2020-10-01 | 54.9466720271822 |
| 2020-11-01 | 58.8067510694635 |
| 2020-12-01 | 53.9563991405346 |
| 2021-01-01 | 56.3974067508307 |
| 2021-02-01 | 57.4408743611922 |
| 2021-03-01 | 59.1433615712462 |
| 2021-04-01 | 58.8102759751030 |
| 2021-05-01 | 59.1289959195570 |
| 2021-06-01 | 55.7273949492677 |
| 2021-07-01 | 58.8823153138627 |
| 2021-08-01 | 59.7527521996690 |
| 2021-09-01 | 64.0243233125242 |
| 2021-10-01 | 65.1097969299973 |
| 2021-11-01 | 66.8269462175291 |
| 2021-12-01 | 65.2559841262942 |
| 2022-01-01 | 65.5964318861003 |
| 2022-02-01 | 66.2883193636023 |
| 2022-03-01 | 67.1308894662807 |
| 2022-04-01 | 67.6248149023353 |
| 2022-05-01 | 67.7010580651757 |
| 2022-06-01 | 65.6167323337162 |
| 2022-07-01 | 68.7114261214249 |
| 2022-08-01 | 68.8406848455510 |
| 2022-09-01 | 69.9683543054177 |
| 2022-10-01 | 69.6823034195838 |
| 2022-11-01 | 70.6961009407319 |
| 2022-12-01 | 70.7998701758983 |
| 2023-01-01 | 70.8955576428193 |
| 2023-02-01 | 70.7616210023808 |
| 2023-03-01 | 70.2544226591611 |
| 2023-04-01 | 71.1839043943464 |
| 2023-05-01 | 70.9725470176272 |
| 2023-06-01 | 72.0254913715871 |
| 2023-07-01 | 72.2192737145649 |
| 2023-08-01 | 72.2352386287141 |
| 2023-09-01 | 72.3757579472253 |
| 2023-10-01 | 72.4390796357601 |
| 2023-11-01 | 72.8307349694143 |
| 2023-12-01 | 73.0764072285211 |
| 2024-01-01 | 73.7380329802144 |
| 2024-02-01 | 73.8836108299078 |
| 2024-03-01 | 74.5675629861636 |
| 2024-04-01 | 73.9840117887023 |
| 2024-05-01 | 75.1803360950605 |
| 2024-06-01 | 74.6683303941818 |
| 2024-07-01 | 74.5484818533002 |
| 2024-08-01 | 73.5557303046166 |
| 2024-09-01 | 74.3749055143889 |
| 2024-10-01 | 75.0398078658742 |
| 2024-11-01 | 75.1491938172120 |
| 2024-12-01 | 75.4207385681528 |
| 2025-01-01 | 74.7951065542359 |
| 2025-02-01 | 73.8619472400763 |
| 2025-03-01 | 74.9641141444748 |
| 2025-04-01 | 74.5669292455914 |
| 2025-05-01 | 76.6115800162305 |
| 2025-06-01 | 74.5112017796058 |
| 2025-07-01 | 75.0590407976009 |
| 2025-08-01 | 74.8521983993000 |
| 2025-09-01 | 75.3309963473851 |
| 2025-10-01 | 75.2666540096800 |
| 2025-11-01 | 74.7099527099456 |
| 2025-12-01 | 73.6941205175732 |
| 2026-01-01 | 75.0955997754217 |
| 2026-02-01 | 75.4150400948920 |
| 2026-03-01 | 75.5880685204274 |
| 2026-04-01 | 76.1825864978429 |
| 2026-05-01 | 80.0090791513911 |
| 2026-06-01 | 81.8297824547901 |
| 2026-07-01 | 80.4512829558785 |