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 2026-06-01 |
| Last Updated | 2026-07-22 9:57 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 | 37.7958980405026 |
| 1990-02-01 | 37.3843123279246 |
| 1990-03-01 | 38.3152045565172 |
| 1990-04-01 | 36.7788183245143 |
| 1990-05-01 | 35.2196026121009 |
| 1990-06-01 | 35.7656594774549 |
| 1990-07-01 | 35.9712404058581 |
| 1990-08-01 | 36.0908525712575 |
| 1990-09-01 | 37.0135728211145 |
| 1990-10-01 | 37.8131031300909 |
| 1990-11-01 | 37.5765576221003 |
| 1990-12-01 | 37.6975746395506 |
| 1991-01-01 | 37.2499540580598 |
| 1991-02-01 | 37.2618561302278 |
| 1991-03-01 | 37.2004799391387 |
| 1991-04-01 | 36.8279390141029 |
| 1991-05-01 | 36.6894876267867 |
| 1991-06-01 | 37.0974218845270 |
| 1991-07-01 | 36.7448769553058 |
| 1991-08-01 | 36.6750779379017 |
| 1991-09-01 | 36.1995415747941 |
| 1991-10-01 | 35.7428052161301 |
| 1991-11-01 | 36.6082713111825 |
| 1991-12-01 | 36.7648918500140 |
| 1992-01-01 | 37.5965708500005 |
| 1992-02-01 | 37.5592239038529 |
| 1992-03-01 | 37.9120924598472 |
| 1992-04-01 | 37.8658554292963 |
| 1992-05-01 | 38.1499917384838 |
| 1992-06-01 | 37.8024017954821 |
| 1992-07-01 | 37.7813731935813 |
| 1992-08-01 | 37.7664287196917 |
| 1992-09-01 | 37.8061134112322 |
| 1992-10-01 | 37.4654782459337 |
| 1992-11-01 | 37.8275250105461 |
| 1992-12-01 | 38.0731558309612 |
| 1993-01-01 | 38.3834548885770 |
| 1993-02-01 | 38.4732614819067 |
| 1993-03-01 | 38.0097802067542 |
| 1993-04-01 | 39.2034945998591 |
| 1993-05-01 | 38.5050576330336 |
| 1993-06-01 | 38.2338216166099 |
| 1993-07-01 | 38.2888448368000 |
| 1993-08-01 | 38.3496147725563 |
| 1993-09-01 | 38.8530827106096 |
| 1993-10-01 | 38.7670178945181 |
| 1993-11-01 | 38.5269620885464 |
| 1993-12-01 | 38.6582302358396 |
| 1994-01-01 | 38.6329874575020 |
| 1994-02-01 | 38.7737063633099 |
| 1994-03-01 | 39.2982498638600 |
| 1994-04-01 | 39.1040721654365 |
| 1994-05-01 | 38.1545276215051 |
| 1994-06-01 | 39.1216562817228 |
| 1994-07-01 | 39.5936486938701 |
| 1994-08-01 | 39.5680280133871 |
| 1994-09-01 | 39.7576965982066 |
| 1994-10-01 | 39.7010386894947 |
| 1994-11-01 | 40.2353963967172 |
| 1994-12-01 | 40.4963035532114 |
| 1995-01-01 | 40.7730163360248 |
| 1995-02-01 | 41.2114595891382 |
| 1995-03-01 | 42.1092788380884 |
| 1995-04-01 | 41.1656437359666 |
| 1995-05-01 | 40.6687511833120 |
| 1995-06-01 | 41.4787108169280 |
| 1995-07-01 | 41.0551674680724 |
| 1995-08-01 | 41.2621143179433 |
| 1995-09-01 | 41.3071061517920 |
| 1995-10-01 | 41.4071840243993 |
| 1995-11-01 | 41.6860181118380 |
| 1995-12-01 | 42.8519700237806 |
| 1996-01-01 | 41.3517891592230 |
| 1996-02-01 | 41.4149067073018 |
| 1996-03-01 | 41.9413024035858 |
| 1996-04-01 | 42.4964062838343 |
| 1996-05-01 | 42.4218243470306 |
| 1996-06-01 | 42.5378017299468 |
| 1996-07-01 | 41.9021251212962 |
| 1996-08-01 | 41.8921241511490 |
| 1996-09-01 | 41.4784150483756 |
| 1996-10-01 | 42.5919387174413 |
| 1996-11-01 | 42.6157062054810 |
| 1996-12-01 | 42.7010995274099 |
| 1997-01-01 | 43.7644366513781 |
| 1997-02-01 | 43.5040558657208 |
| 1997-03-01 | 43.9951024224530 |
| 1997-04-01 | 44.3130182220756 |
| 1997-05-01 | 45.6889610914166 |
| 1997-06-01 | 44.8307928253829 |
| 1997-07-01 | 45.7910472219575 |
| 1997-08-01 | 45.5431946400372 |
| 1997-09-01 | 45.0823669318937 |
| 1997-10-01 | 45.4815411758399 |
| 1997-11-01 | 45.7099196539220 |
| 1997-12-01 | 46.6608831273024 |
| 1998-01-01 | 46.1655670232418 |
| 1998-02-01 | 46.9532924862356 |
| 1998-03-01 | 46.6852162268248 |
| 1998-04-01 | 46.5798941781264 |
| 1998-05-01 | 47.6240490204796 |
| 1998-06-01 | 46.6929466391499 |
| 1998-07-01 | 46.9833984863608 |
| 1998-08-01 | 47.0070070165689 |
| 1998-09-01 | 47.5574557938194 |
| 1998-10-01 | 47.0421684281713 |
| 1998-11-01 | 46.8943170978789 |
| 1998-12-01 | 46.8151072109807 |
| 1999-01-01 | 47.1818155539616 |
| 1999-02-01 | 47.9566416272123 |
| 1999-03-01 | 47.9423646575866 |
| 1999-04-01 | 50.0699201207907 |
| 1999-05-01 | 48.6373088206928 |
| 1999-06-01 | 48.7379015076942 |
| 1999-07-01 | 49.0626826683801 |
| 1999-08-01 | 49.1226501476758 |
| 1999-09-01 | 49.1853527076636 |
| 1999-10-01 | 48.9640029071518 |
| 1999-11-01 | 49.1996595919135 |
| 1999-12-01 | 49.3300374286746 |
| 2000-01-01 | 49.8496717143742 |
| 2000-02-01 | 49.6468016044586 |
| 2000-03-01 | 50.6997726233283 |
| 2000-04-01 | 50.4779932525564 |
| 2000-05-01 | 50.2626846712027 |
| 2000-06-01 | 50.7714792410763 |
| 2000-07-01 | 50.4171964537563 |
| 2000-08-01 | 50.7911983335374 |
| 2000-09-01 | 51.1821710982757 |
| 2000-10-01 | 51.6994272799458 |
| 2000-11-01 | 51.7917266554822 |
| 2000-12-01 | 52.5132997425154 |
| 2001-01-01 | 50.9657946591834 |
| 2001-02-01 | 51.1388536886284 |
| 2001-03-01 | 50.7317706886059 |
| 2001-04-01 | 51.0404042139850 |
| 2001-05-01 | 51.4911136366866 |
| 2001-06-01 | 52.5272634340280 |
| 2001-07-01 | 51.8481026694130 |
| 2001-08-01 | 51.7108511855557 |
| 2001-09-01 | 49.5951388856215 |
| 2001-10-01 | 51.2898497202562 |
| 2001-11-01 | 51.6237987156970 |
| 2001-12-01 | 51.6075996101598 |
| 2002-01-01 | 52.6925131592107 |
| 2002-02-01 | 52.9237696081394 |
| 2002-03-01 | 53.3530775057513 |
| 2002-04-01 | 53.6211598458618 |
| 2002-05-01 | 53.2374547230239 |
| 2002-06-01 | 53.6487831095227 |
| 2002-07-01 | 53.0852018808591 |
| 2002-08-01 | 53.1480252823435 |
| 2002-09-01 | 53.3787526516560 |
| 2002-10-01 | 53.8978825008960 |
| 2002-11-01 | 52.7720938461007 |
| 2002-12-01 | 53.9002068353195 |
| 2003-01-01 | 54.4561007112868 |
| 2003-02-01 | 54.4362495273834 |
| 2003-03-01 | 54.5704504086439 |
| 2003-04-01 | 53.6242423521892 |
| 2003-05-01 | 55.2998851850123 |
| 2003-06-01 | 54.2535055077100 |
| 2003-07-01 | 54.9870232872428 |
| 2003-08-01 | 54.9310190686987 |
| 2003-09-01 | 55.1053597422847 |
| 2003-10-01 | 54.9544627720453 |
| 2003-11-01 | 55.4331952137801 |
| 2003-12-01 | 56.1679806476339 |
| 2004-01-01 | 55.8408724095811 |
| 2004-02-01 | 56.0482675656772 |
| 2004-03-01 | 56.2328864238306 |
| 2004-04-01 | 56.1677418999717 |
| 2004-05-01 | 56.3265022483175 |
| 2004-06-01 | 56.6118435184660 |
| 2004-07-01 | 56.6977134100050 |
| 2004-08-01 | 57.0392961513152 |
| 2004-09-01 | 58.1954022822583 |
| 2004-10-01 | 56.6482995157697 |
| 2004-11-01 | 56.6036976308486 |
| 2004-12-01 | 56.3846178945194 |
| 2005-01-01 | 56.3524744230791 |
| 2005-02-01 | 57.1653457623634 |
| 2005-03-01 | 56.8695047529467 |
| 2005-04-01 | 58.2816031542818 |
| 2005-05-01 | 57.6682060713912 |
| 2005-06-01 | 57.5194636420318 |
| 2005-07-01 | 57.3013061713781 |
| 2005-08-01 | 57.6783457209935 |
| 2005-09-01 | 57.9068364316086 |
| 2005-10-01 | 57.6885016110453 |
| 2005-11-01 | 57.6115886986327 |
| 2005-12-01 | 57.4501680285116 |
| 2006-01-01 | 58.4099205239913 |
| 2006-02-01 | 57.9378662983638 |
| 2006-03-01 | 58.6938472356159 |
| 2006-04-01 | 58.6276136714482 |
| 2006-05-01 | 56.8774923469683 |
| 2006-06-01 | 58.3541200816187 |
| 2006-07-01 | 58.0623323343065 |
| 2006-08-01 | 57.7991939452581 |
| 2006-09-01 | 57.9352551338836 |
| 2006-10-01 | 57.9193554758365 |
| 2006-11-01 | 58.0499655549926 |
| 2006-12-01 | 58.9139945988027 |
| 2007-01-01 | 56.5876074768390 |
| 2007-02-01 | 58.7039599702260 |
| 2007-03-01 | 58.8183274803859 |
| 2007-04-01 | 58.5628442380376 |
| 2007-05-01 | 58.5366214079561 |
| 2007-06-01 | 59.9254916932817 |
| 2007-07-01 | 60.2860801819433 |
| 2007-08-01 | 60.1887605499012 |
| 2007-09-01 | 59.8785268118554 |
| 2007-10-01 | 61.3849636510608 |
| 2007-11-01 | 61.3016708310718 |
| 2007-12-01 | 61.3079429918621 |
| 2008-01-01 | 61.5548761757683 |
| 2008-02-01 | 61.8940014453068 |
| 2008-03-01 | 61.8759883762359 |
| 2008-04-01 | 62.1305300071886 |
| 2008-05-01 | 63.4442983053592 |
| 2008-06-01 | 62.7763317260228 |
| 2008-07-01 | 62.6787945506249 |
| 2008-08-01 | 62.5531137577835 |
| 2008-09-01 | 62.5377859570864 |
| 2008-10-01 | 62.6086405880287 |
| 2008-11-01 | 62.4288363811047 |
| 2008-12-01 | 63.3357391611548 |
| 2009-01-01 | 62.6175374833874 |
| 2009-02-01 | 62.8422261896928 |
| 2009-03-01 | 62.8823613755199 |
| 2009-04-01 | 62.6820700710193 |
| 2009-05-01 | 65.2871094278219 |
| 2009-06-01 | 62.2397066336801 |
| 2009-07-01 | 63.1832688692285 |
| 2009-08-01 | 63.4798054126717 |
| 2009-09-01 | 66.6664729858627 |
| 2009-10-01 | 62.8411183519696 |
| 2009-11-01 | 63.7365691402919 |
| 2009-12-01 | 63.0763876583024 |
| 2010-01-01 | 64.3324914241470 |
| 2010-02-01 | 63.6800516950352 |
| 2010-03-01 | 63.7664835786617 |
| 2010-04-01 | 65.2923864993499 |
| 2010-05-01 | 63.8799796641915 |
| 2010-06-01 | 63.3010284152213 |
| 2010-07-01 | 67.3797057047421 |
| 2010-08-01 | 67.5952646805939 |
| 2010-09-01 | 70.1670998105859 |
| 2010-10-01 | 68.4375617471693 |
| 2010-11-01 | 68.4734003063104 |
| 2010-12-01 | 68.7172464625649 |
| 2011-01-01 | 68.1114900890520 |
| 2011-02-01 | 68.6289706291486 |
| 2011-03-01 | 68.7550848668014 |
| 2011-04-01 | 69.5325835893805 |
| 2011-05-01 | 69.1971305266639 |
| 2011-06-01 | 69.3540193337707 |
| 2011-07-01 | 70.0556593287034 |
| 2011-08-01 | 69.9928892187273 |
| 2011-09-01 | 69.0155112775980 |
| 2011-10-01 | 69.7589521661706 |
| 2011-11-01 | 69.1697243545719 |
| 2011-12-01 | 69.0253272112741 |
| 2012-01-01 | 69.5636529216158 |
| 2012-02-01 | 69.7893668014702 |
| 2012-03-01 | 71.7813154749741 |
| 2012-04-01 | 70.1074169568069 |
| 2012-05-01 | 69.2199597757465 |
| 2012-06-01 | 69.4619629844222 |
| 2012-07-01 | 68.6032613754472 |
| 2012-08-01 | 68.7371933531418 |
| 2012-09-01 | 68.3425843092186 |
| 2012-10-01 | 67.6849425155855 |
| 2012-11-01 | 68.2068987874052 |
| 2012-12-01 | 67.5622420638676 |
| 2013-01-01 | 67.5333640867461 |
| 2013-02-01 | 67.2105514275499 |
| 2013-03-01 | 69.4939960623323 |
| 2013-04-01 | 66.6661675994235 |
| 2013-05-01 | 67.3755859921392 |
| 2013-06-01 | 67.5580962963487 |
| 2013-07-01 | 67.6285868151081 |
| 2013-08-01 | 67.1595330230357 |
| 2013-09-01 | 67.4769361922507 |
| 2013-10-01 | 66.3424497293484 |
| 2013-11-01 | 65.6519331622532 |
| 2013-12-01 | 68.3494415518034 |
| 2014-01-01 | 66.8518551448910 |
| 2014-02-01 | 66.5973094802805 |
| 2014-03-01 | 66.7582665960544 |
| 2014-04-01 | 66.7154077602145 |
| 2014-05-01 | 68.4149131816759 |
| 2014-06-01 | 65.9638390164696 |
| 2014-07-01 | 66.1592620506916 |
| 2014-08-01 | 66.1864673772083 |
| 2014-09-01 | 66.2409287872300 |
| 2014-10-01 | 67.2661401926527 |
| 2014-11-01 | 66.2743741498541 |
| 2014-12-01 | 67.8781613496425 |
| 2015-01-01 | 66.7758573057239 |
| 2015-02-01 | 66.9766832440189 |
| 2015-03-01 | 66.5380659264974 |
| 2015-04-01 | 66.8831734082532 |
| 2015-05-01 | 68.8331197776748 |
| 2015-06-01 | 66.8444064050681 |
| 2015-07-01 | 66.8050408201702 |
| 2015-08-01 | 67.0688850354956 |
| 2015-09-01 | 69.1929828104365 |
| 2015-10-01 | 67.4580238912037 |
| 2015-11-01 | 67.6107267105729 |
| 2015-12-01 | 67.1934788965342 |
| 2016-01-01 | 67.7699909407065 |
| 2016-02-01 | 68.1647324008259 |
| 2016-03-01 | 70.1811261271400 |
| 2016-04-01 | 68.4107740640920 |
| 2016-05-01 | 68.9254944367649 |
| 2016-06-01 | 67.7836608604412 |
| 2016-07-01 | 69.2903501490506 |
| 2016-08-01 | 69.2793295437384 |
| 2016-09-01 | 69.4307856668076 |
| 2016-10-01 | 69.1947778588888 |
| 2016-11-01 | 69.1580697112463 |
| 2016-12-01 | 68.7908481304390 |
| 2017-01-01 | 69.0851480905220 |
| 2017-02-01 | 69.5291150057901 |
| 2017-03-01 | 69.1559457538885 |
| 2017-04-01 | 69.6723299796363 |
| 2017-05-01 | 69.5930229453763 |
| 2017-06-01 | 70.2274830778700 |
| 2017-07-01 | 70.1277429153966 |
| 2017-08-01 | 71.0217918545117 |
| 2017-09-01 | 70.3957856124283 |
| 2017-10-01 | 70.6207172198146 |
| 2017-11-01 | 71.2433334544020 |
| 2017-12-01 | 71.3637870880880 |
| 2018-01-01 | 70.6839428674655 |
| 2018-02-01 | 70.2234884105170 |
| 2018-03-01 | 70.6140859235063 |
| 2018-04-01 | 70.1139711512307 |
| 2018-05-01 | 70.4642448003676 |
| 2018-06-01 | 70.7087077011824 |
| 2018-07-01 | 70.9609185392414 |
| 2018-08-01 | 70.6835701968133 |
| 2018-09-01 | 70.9780982080613 |
| 2018-10-01 | 71.6271513004883 |
| 2018-11-01 | 71.5355528041526 |
| 2018-12-01 | 71.5108428274542 |
| 2019-01-01 | 72.3633217049998 |
| 2019-02-01 | 72.3815966699453 |
| 2019-03-01 | 72.8740085631282 |
| 2019-04-01 | 72.8845141668435 |
| 2019-05-01 | 73.3280356462555 |
| 2019-06-01 | 72.8299278350953 |
| 2019-07-01 | 73.5160726859656 |
| 2019-08-01 | 72.5515787471842 |
| 2019-09-01 | 72.9208266353246 |
| 2019-10-01 | 73.2772149231093 |
| 2019-11-01 | 73.0358930592240 |
| 2019-12-01 | 73.9714627347108 |
| 2020-01-01 | 74.1292015204153 |
| 2020-02-01 | 73.8154190769310 |
| 2020-03-01 | 71.3112804215193 |
| 2020-04-01 | 28.5577662420162 |
| 2020-05-01 | 22.6727523684069 |
| 2020-06-01 | 24.3164462425025 |
| 2020-07-01 | 42.4191306790300 |
| 2020-08-01 | 45.7265224656344 |
| 2020-09-01 | 55.5166754799339 |
| 2020-10-01 | 54.9409419901316 |
| 2020-11-01 | 58.7995388324889 |
| 2020-12-01 | 53.9600567126292 |
| 2021-01-01 | 56.3993260706722 |
| 2021-02-01 | 57.4415187516928 |
| 2021-03-01 | 59.0965995738113 |
| 2021-04-01 | 58.8243379050506 |
| 2021-05-01 | 59.0994008723087 |
| 2021-06-01 | 55.7852703039197 |
| 2021-07-01 | 58.8987506978471 |
| 2021-08-01 | 59.7448003104595 |
| 2021-09-01 | 64.0194575811372 |
| 2021-10-01 | 65.1094874872828 |
| 2021-11-01 | 66.8185227080619 |
| 2021-12-01 | 65.2720768369674 |
| 2022-01-01 | 65.6130634909550 |
| 2022-02-01 | 66.2977135126471 |
| 2022-03-01 | 67.0954688999407 |
| 2022-04-01 | 67.6211607853253 |
| 2022-05-01 | 67.6272695202394 |
| 2022-06-01 | 65.6566903609567 |
| 2022-07-01 | 68.6961358227070 |
| 2022-08-01 | 68.8841634197358 |
| 2022-09-01 | 69.9544649590780 |
| 2022-10-01 | 69.6777133196074 |
| 2022-11-01 | 70.7005407838309 |
| 2022-12-01 | 70.8411662376945 |
| 2023-01-01 | 70.9407605951579 |
| 2023-02-01 | 70.8134445327645 |
| 2023-03-01 | 70.2603283429177 |
| 2023-04-01 | 71.1953377109739 |
| 2023-05-01 | 70.6857102755116 |
| 2023-06-01 | 72.0436911147705 |
| 2023-07-01 | 72.1909592837548 |
| 2023-08-01 | 72.3423358933945 |
| 2023-09-01 | 72.3605081865283 |
| 2023-10-01 | 72.4353804852110 |
| 2023-11-01 | 72.8515821201035 |
| 2023-12-01 | 73.1574562993573 |
| 2024-01-01 | 73.8210602195225 |
| 2024-02-01 | 73.9969287421893 |
| 2024-03-01 | 74.6551055122699 |
| 2024-04-01 | 74.0732867453419 |
| 2024-05-01 | 74.5266331331912 |
| 2024-06-01 | 74.6573367925384 |
| 2024-07-01 | 74.4551416344899 |
| 2024-08-01 | 73.7889854272852 |
| 2024-09-01 | 74.3487273736694 |
| 2024-10-01 | 75.0565463895381 |
| 2024-11-01 | 75.1900228186584 |
| 2024-12-01 | 75.5489652278747 |
| 2025-01-01 | 74.9164964872757 |
| 2025-02-01 | 74.0544818416542 |
| 2025-03-01 | 75.1510161201985 |
| 2025-04-01 | 74.7873701053525 |
| 2025-05-01 | 75.4046753470441 |
| 2025-06-01 | 74.6001940841429 |
| 2025-07-01 | 74.8886128201415 |
| 2025-08-01 | 75.1583852656221 |
| 2025-09-01 | 75.3195961572787 |
| 2025-10-01 | 75.3313229610350 |
| 2025-11-01 | 74.7663204096777 |
| 2025-12-01 | 73.8580662709174 |
| 2026-01-01 | 75.2424323327098 |
| 2026-02-01 | 75.6492801960033 |
| 2026-03-01 | 75.8538036299077 |
| 2026-04-01 | 76.5199356758894 |
| 2026-05-01 | 78.4002052666485 |
| 2026-06-01 | 82.6239575776538 |