Table Data - All Employees: Leisure and Hospitality: Full-Service Restaurants in Pennsylvania
| Title | All Employees: Leisure and Hospitality: Full-Service Restaurants in Pennsylvania |
|---|---|
| Series ID | SMU42000007072251101SA |
| 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 10:38 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 | 115.2816342762 |
| 1990-02-01 | 115.3113764994 |
| 1990-03-01 | 115.3430646203 |
| 1990-04-01 | 115.2392573414 |
| 1990-05-01 | 114.7006835569 |
| 1990-06-01 | 115.5115615310 |
| 1990-07-01 | 115.8550823475 |
| 1990-08-01 | 116.1640180398 |
| 1990-09-01 | 116.7758394396 |
| 1990-10-01 | 115.6570639146 |
| 1990-11-01 | 115.7598517350 |
| 1990-12-01 | 116.3980058234 |
| 1991-01-01 | 116.7026138707 |
| 1991-02-01 | 117.2217701932 |
| 1991-03-01 | 117.3920118340 |
| 1991-04-01 | 116.9917195742 |
| 1991-05-01 | 116.9430058654 |
| 1991-06-01 | 117.6521963531 |
| 1991-07-01 | 118.9643364722 |
| 1991-08-01 | 118.9097250951 |
| 1991-09-01 | 119.2200811935 |
| 1991-10-01 | 118.7339752372 |
| 1991-11-01 | 119.7434848625 |
| 1991-12-01 | 119.8600366505 |
| 1992-01-01 | 119.8132772920 |
| 1992-02-01 | 119.4545871029 |
| 1992-03-01 | 119.6581712816 |
| 1992-04-01 | 120.0145901529 |
| 1992-05-01 | 120.5268266544 |
| 1992-06-01 | 120.2534912381 |
| 1992-07-01 | 120.3703957899 |
| 1992-08-01 | 120.8762481772 |
| 1992-09-01 | 121.4992238425 |
| 1992-10-01 | 122.5033219845 |
| 1992-11-01 | 121.9304466926 |
| 1992-12-01 | 122.6586391457 |
| 1993-01-01 | 127.7370221353 |
| 1993-02-01 | 128.4992043131 |
| 1993-03-01 | 126.7625004927 |
| 1993-04-01 | 129.1892828478 |
| 1993-05-01 | 129.4376970611 |
| 1993-06-01 | 129.9200679467 |
| 1993-07-01 | 130.2938249333 |
| 1993-08-01 | 130.2417017978 |
| 1993-09-01 | 130.9085770140 |
| 1993-10-01 | 132.5045113193 |
| 1993-11-01 | 132.5876127097 |
| 1993-12-01 | 132.8402673155 |
| 1994-01-01 | 133.4401796855 |
| 1994-02-01 | 132.9709302492 |
| 1994-03-01 | 134.2134016418 |
| 1994-04-01 | 135.4964786599 |
| 1994-05-01 | 136.1069704551 |
| 1994-06-01 | 136.5938285315 |
| 1994-07-01 | 136.5945809242 |
| 1994-08-01 | 137.0938507699 |
| 1994-09-01 | 137.6478966578 |
| 1994-10-01 | 138.4609779798 |
| 1994-11-01 | 138.9770237302 |
| 1994-12-01 | 138.8940635456 |
| 1995-01-01 | 139.5936542020 |
| 1995-02-01 | 139.3477307591 |
| 1995-03-01 | 139.9913936826 |
| 1995-04-01 | 140.1666129949 |
| 1995-05-01 | 140.4200144488 |
| 1995-06-01 | 141.0126278356 |
| 1995-07-01 | 141.8283572215 |
| 1995-08-01 | 143.0569718040 |
| 1995-09-01 | 143.7167761607 |
| 1995-10-01 | 143.0681536042 |
| 1995-11-01 | 143.1893498028 |
| 1995-12-01 | 143.2254440982 |
| 1996-01-01 | 140.3042575778 |
| 1996-02-01 | 141.3449726987 |
| 1996-03-01 | 142.2942569227 |
| 1996-04-01 | 144.5302836651 |
| 1996-05-01 | 144.9842038349 |
| 1996-06-01 | 145.1087855625 |
| 1996-07-01 | 145.2700440970 |
| 1996-08-01 | 145.5439954236 |
| 1996-09-01 | 145.9011292098 |
| 1996-10-01 | 146.0021777103 |
| 1996-11-01 | 146.2009849590 |
| 1996-12-01 | 146.9394509778 |
| 1997-01-01 | 147.2712204675 |
| 1997-02-01 | 147.5373308345 |
| 1997-03-01 | 146.8966082327 |
| 1997-04-01 | 147.2112215667 |
| 1997-05-01 | 147.3780575953 |
| 1997-06-01 | 148.0398373786 |
| 1997-07-01 | 148.6835164012 |
| 1997-08-01 | 150.3134906061 |
| 1997-09-01 | 151.1038851077 |
| 1997-10-01 | 149.5387238340 |
| 1997-11-01 | 149.7964071752 |
| 1997-12-01 | 149.9185746143 |
| 1998-01-01 | 151.6391886410 |
| 1998-02-01 | 151.6361257337 |
| 1998-03-01 | 151.6357179685 |
| 1998-04-01 | 151.2238069010 |
| 1998-05-01 | 152.0400250644 |
| 1998-06-01 | 152.0504525710 |
| 1998-07-01 | 152.7185996553 |
| 1998-08-01 | 152.5957198881 |
| 1998-09-01 | 153.6014777954 |
| 1998-10-01 | 155.2694732158 |
| 1998-11-01 | 154.9570687457 |
| 1998-12-01 | 154.9992433395 |
| 1999-01-01 | 154.4866311813 |
| 1999-02-01 | 155.1041262175 |
| 1999-03-01 | 155.7629492830 |
| 1999-04-01 | 155.6920546451 |
| 1999-05-01 | 155.5179825396 |
| 1999-06-01 | 156.2629830763 |
| 1999-07-01 | 156.9934785477 |
| 1999-08-01 | 157.3562186320 |
| 1999-09-01 | 156.5495426822 |
| 1999-10-01 | 158.6685471495 |
| 1999-11-01 | 158.8395843701 |
| 1999-12-01 | 159.8225075100 |
| 2000-01-01 | 156.6815139906 |
| 2000-02-01 | 156.3981412900 |
| 2000-03-01 | 156.9044394619 |
| 2000-04-01 | 156.6322520722 |
| 2000-05-01 | 156.1763910864 |
| 2000-06-01 | 156.3343443339 |
| 2000-07-01 | 156.0236452740 |
| 2000-08-01 | 155.6943782718 |
| 2000-09-01 | 155.8290626944 |
| 2000-10-01 | 156.1160673837 |
| 2000-11-01 | 156.4375107577 |
| 2000-12-01 | 157.0741061875 |
| 2001-01-01 | 156.6994352004 |
| 2001-02-01 | 157.4145553587 |
| 2001-03-01 | 157.6797748947 |
| 2001-04-01 | 157.4282182695 |
| 2001-05-01 | 158.1429112003 |
| 2001-06-01 | 158.8923542816 |
| 2001-07-01 | 158.8137045652 |
| 2001-08-01 | 159.0133524817 |
| 2001-09-01 | 158.1431197358 |
| 2001-10-01 | 159.0203599321 |
| 2001-11-01 | 160.3346202733 |
| 2001-12-01 | 161.3700259661 |
| 2002-01-01 | 162.2206495885 |
| 2002-02-01 | 163.0551801972 |
| 2002-03-01 | 163.1368406574 |
| 2002-04-01 | 164.9146069243 |
| 2002-05-01 | 165.4733501321 |
| 2002-06-01 | 164.9907801880 |
| 2002-07-01 | 165.6173855827 |
| 2002-08-01 | 166.3272595858 |
| 2002-09-01 | 167.1449846146 |
| 2002-10-01 | 167.0333796696 |
| 2002-11-01 | 167.5093153705 |
| 2002-12-01 | 167.2051787889 |
| 2003-01-01 | 167.5734204977 |
| 2003-02-01 | 167.2752204306 |
| 2003-03-01 | 166.9668244294 |
| 2003-04-01 | 167.9757610702 |
| 2003-05-01 | 168.3269012166 |
| 2003-06-01 | 169.2288254976 |
| 2003-07-01 | 169.5528981284 |
| 2003-08-01 | 169.9552664208 |
| 2003-09-01 | 170.3751484902 |
| 2003-10-01 | 171.2751698745 |
| 2003-11-01 | 171.4803916175 |
| 2003-12-01 | 171.9661888164 |
| 2004-01-01 | 172.1792658344 |
| 2004-02-01 | 171.6815058979 |
| 2004-03-01 | 171.9466640265 |
| 2004-04-01 | 171.3160217884 |
| 2004-05-01 | 171.4690970629 |
| 2004-06-01 | 170.8237881003 |
| 2004-07-01 | 172.2240713911 |
| 2004-08-01 | 173.3808715048 |
| 2004-09-01 | 173.6590118593 |
| 2004-10-01 | 174.2628387113 |
| 2004-11-01 | 174.1861431519 |
| 2004-12-01 | 173.7779262485 |
| 2005-01-01 | 173.9479474612 |
| 2005-02-01 | 174.9509756373 |
| 2005-03-01 | 175.1726759413 |
| 2005-04-01 | 176.1009708937 |
| 2005-05-01 | 175.9902503182 |
| 2005-06-01 | 176.2602186783 |
| 2005-07-01 | 176.0665652252 |
| 2005-08-01 | 176.0939598331 |
| 2005-09-01 | 175.3466241902 |
| 2005-10-01 | 173.6321972535 |
| 2005-11-01 | 174.0648711978 |
| 2005-12-01 | 174.2412024165 |
| 2006-01-01 | 174.4277737086 |
| 2006-02-01 | 175.2123710494 |
| 2006-03-01 | 175.7031444566 |
| 2006-04-01 | 176.2400272049 |
| 2006-05-01 | 175.4165714580 |
| 2006-06-01 | 175.3898486257 |
| 2006-07-01 | 175.7867586472 |
| 2006-08-01 | 175.7453281075 |
| 2006-09-01 | 175.9337022805 |
| 2006-10-01 | 176.2692063366 |
| 2006-11-01 | 177.7433489778 |
| 2006-12-01 | 178.8802536583 |
| 2007-01-01 | 179.4500505649 |
| 2007-02-01 | 179.4774766625 |
| 2007-03-01 | 179.8559801672 |
| 2007-04-01 | 180.6051680802 |
| 2007-05-01 | 180.7747940447 |
| 2007-06-01 | 180.7897304796 |
| 2007-07-01 | 180.2483192982 |
| 2007-08-01 | 179.8937974191 |
| 2007-09-01 | 179.4755571571 |
| 2007-10-01 | 180.4390532957 |
| 2007-11-01 | 181.8385502156 |
| 2007-12-01 | 181.5027872697 |
| 2008-01-01 | 181.3376904446 |
| 2008-02-01 | 181.4070723366 |
| 2008-03-01 | 179.7700741158 |
| 2008-04-01 | 179.9664760145 |
| 2008-05-01 | 180.2868622155 |
| 2008-06-01 | 179.7822603440 |
| 2008-07-01 | 179.9519702822 |
| 2008-08-01 | 179.3579267055 |
| 2008-09-01 | 178.9734388971 |
| 2008-10-01 | 178.2864554118 |
| 2008-11-01 | 176.6871018869 |
| 2008-12-01 | 175.9280073712 |
| 2009-01-01 | 174.8888526397 |
| 2009-02-01 | 174.3017915129 |
| 2009-03-01 | 174.3852450581 |
| 2009-04-01 | 173.3389246857 |
| 2009-05-01 | 173.5743844332 |
| 2009-06-01 | 173.3906634870 |
| 2009-07-01 | 173.7391101908 |
| 2009-08-01 | 173.5945222997 |
| 2009-09-01 | 172.7545333708 |
| 2009-10-01 | 173.1151846054 |
| 2009-11-01 | 172.4134626607 |
| 2009-12-01 | 172.4315388873 |
| 2010-01-01 | 173.9365102429 |
| 2010-02-01 | 172.6512011350 |
| 2010-03-01 | 173.4252190525 |
| 2010-04-01 | 173.8877769013 |
| 2010-05-01 | 173.6817046295 |
| 2010-06-01 | 174.1953978191 |
| 2010-07-01 | 174.1610339138 |
| 2010-08-01 | 175.0023293773 |
| 2010-09-01 | 175.3722195467 |
| 2010-10-01 | 175.9323530897 |
| 2010-11-01 | 176.4596014976 |
| 2010-12-01 | 176.2249950826 |
| 2011-01-01 | 176.0365424155 |
| 2011-02-01 | 176.2108061751 |
| 2011-03-01 | 176.7357100652 |
| 2011-04-01 | 178.3141889024 |
| 2011-05-01 | 178.1019170365 |
| 2011-06-01 | 178.2775858919 |
| 2011-07-01 | 178.9480089300 |
| 2011-08-01 | 178.8225307567 |
| 2011-09-01 | 180.0630406203 |
| 2011-10-01 | 180.0056972492 |
| 2011-11-01 | 180.6977127704 |
| 2011-12-01 | 180.3528029374 |
| 2012-01-01 | 182.0124675405 |
| 2012-02-01 | 182.9295078780 |
| 2012-03-01 | 183.5667735360 |
| 2012-04-01 | 183.7651662687 |
| 2012-05-01 | 183.4731849945 |
| 2012-06-01 | 183.8178323807 |
| 2012-07-01 | 183.6160611430 |
| 2012-08-01 | 183.8840032949 |
| 2012-09-01 | 184.0947391347 |
| 2012-10-01 | 184.3370091162 |
| 2012-11-01 | 184.4536543775 |
| 2012-12-01 | 185.0827413357 |
| 2013-01-01 | 184.8872952296 |
| 2013-02-01 | 184.6970645957 |
| 2013-03-01 | 183.9719531728 |
| 2013-04-01 | 183.9262842917 |
| 2013-05-01 | 184.2534403935 |
| 2013-06-01 | 184.2174418577 |
| 2013-07-01 | 185.6758577161 |
| 2013-08-01 | 185.4421560620 |
| 2013-09-01 | 185.2723974171 |
| 2013-10-01 | 184.9082500087 |
| 2013-11-01 | 185.3556670251 |
| 2013-12-01 | 185.3255272091 |
| 2014-01-01 | 186.2936616917 |
| 2014-02-01 | 185.4791705172 |
| 2014-03-01 | 185.7801668512 |
| 2014-04-01 | 185.7792964222 |
| 2014-05-01 | 186.0262123701 |
| 2014-06-01 | 186.1289017082 |
| 2014-07-01 | 186.1434573287 |
| 2014-08-01 | 186.6477814256 |
| 2014-09-01 | 187.1020315872 |
| 2014-10-01 | 187.7524817493 |
| 2014-11-01 | 187.9896441089 |
| 2014-12-01 | 188.3547192233 |
| 2015-01-01 | 188.5326649205 |
| 2015-02-01 | 188.6628925539 |
| 2015-03-01 | 187.7648067781 |
| 2015-04-01 | 188.8476909414 |
| 2015-05-01 | 189.7101005079 |
| 2015-06-01 | 190.1468721793 |
| 2015-07-01 | 190.1095407928 |
| 2015-08-01 | 190.0527973351 |
| 2015-09-01 | 190.3587936485 |
| 2015-10-01 | 190.5386641870 |
| 2015-11-01 | 190.9397597301 |
| 2015-12-01 | 191.4166952181 |
| 2016-01-01 | 191.3007186301 |
| 2016-02-01 | 192.0466362297 |
| 2016-03-01 | 192.8550776670 |
| 2016-04-01 | 192.8629588692 |
| 2016-05-01 | 192.3866780102 |
| 2016-06-01 | 193.6855363646 |
| 2016-07-01 | 193.4372103234 |
| 2016-08-01 | 193.6995864076 |
| 2016-09-01 | 194.0794166728 |
| 2016-10-01 | 194.2666623316 |
| 2016-11-01 | 194.4021576979 |
| 2016-12-01 | 193.8018193333 |
| 2017-01-01 | 194.7646418006 |
| 2017-02-01 | 194.9194799240 |
| 2017-03-01 | 195.1909447988 |
| 2017-04-01 | 195.6458810881 |
| 2017-05-01 | 195.5921862072 |
| 2017-06-01 | 195.7423179744 |
| 2017-07-01 | 196.6871283576 |
| 2017-08-01 | 196.5807582350 |
| 2017-09-01 | 196.1420571464 |
| 2017-10-01 | 196.4994857468 |
| 2017-11-01 | 196.6131035872 |
| 2017-12-01 | 196.3610210723 |
| 2018-01-01 | 196.4953180213 |
| 2018-02-01 | 196.9979517563 |
| 2018-03-01 | 196.6110431636 |
| 2018-04-01 | 196.9468305177 |
| 2018-05-01 | 197.2026886470 |
| 2018-06-01 | 196.8291225885 |
| 2018-07-01 | 197.4353141522 |
| 2018-08-01 | 197.8540819143 |
| 2018-09-01 | 197.8176073896 |
| 2018-10-01 | 198.7190736682 |
| 2018-11-01 | 198.5181009634 |
| 2018-12-01 | 198.7180711672 |
| 2019-01-01 | 199.6436529132 |
| 2019-02-01 | 198.6786645609 |
| 2019-03-01 | 198.4709183157 |
| 2019-04-01 | 198.5848106376 |
| 2019-05-01 | 198.2127156420 |
| 2019-06-01 | 198.2176232765 |
| 2019-07-01 | 197.7938353211 |
| 2019-08-01 | 197.5277526812 |
| 2019-09-01 | 197.8383599172 |
| 2019-10-01 | 197.9569959135 |
| 2019-11-01 | 198.6701255828 |
| 2019-12-01 | 198.8282847835 |
| 2020-01-01 | 199.2812348153 |
| 2020-02-01 | 199.2195030891 |
| 2020-03-01 | 186.5902044335 |
| 2020-04-01 | 47.5829746418 |
| 2020-05-01 | 68.3298657909 |
| 2020-06-01 | 106.4562674744 |
| 2020-07-01 | 128.3415383878 |
| 2020-08-01 | 133.2038708560 |
| 2020-09-01 | 141.6009998841 |
| 2020-10-01 | 146.7439332521 |
| 2020-11-01 | 146.3052218795 |
| 2020-12-01 | 127.8931218010 |
| 2021-01-01 | 131.9790446831 |
| 2021-02-01 | 139.6151654721 |
| 2021-03-01 | 142.9917123479 |
| 2021-04-01 | 149.3545024035 |
| 2021-05-01 | 152.8359011601 |
| 2021-06-01 | 158.3431499701 |
| 2021-07-01 | 164.2589861909 |
| 2021-08-01 | 165.1717574045 |
| 2021-09-01 | 166.3389425294 |
| 2021-10-01 | 170.5888321806 |
| 2021-11-01 | 171.7532833833 |
| 2021-12-01 | 172.0928146791 |
| 2022-01-01 | 172.7848073683 |
| 2022-02-01 | 174.8329687101 |
| 2022-03-01 | 175.7122802866 |
| 2022-04-01 | 176.5437749533 |
| 2022-05-01 | 176.9141413026 |
| 2022-06-01 | 177.5935163871 |
| 2022-07-01 | 179.6460586065 |
| 2022-08-01 | 179.3731446491 |
| 2022-09-01 | 179.5327378772 |
| 2022-10-01 | 180.2673356044 |
| 2022-11-01 | 180.9705822758 |
| 2022-12-01 | 180.9146801453 |
| 2023-01-01 | 183.2616962875 |
| 2023-02-01 | 184.5359871365 |
| 2023-03-01 | 184.3814655035 |
| 2023-04-01 | 184.0725089217 |
| 2023-05-01 | 183.6055847015 |
| 2023-06-01 | 184.5902058951 |
| 2023-07-01 | 184.7804619347 |
| 2023-08-01 | 184.7959511742 |
| 2023-09-01 | 184.8359551014 |
| 2023-10-01 | 184.7820318795 |
| 2023-11-01 | 184.9952492544 |
| 2023-12-01 | 186.1589233199 |
| 2024-01-01 | 184.9368008885 |
| 2024-02-01 | 185.8305436161 |
| 2024-03-01 | 185.9863620283 |
| 2024-04-01 | 185.0866993775 |
| 2024-05-01 | 185.1694290918 |
| 2024-06-01 | 185.0664134737 |
| 2024-07-01 | 184.6816451636 |
| 2024-08-01 | 184.1533703740 |
| 2024-09-01 | 184.6347217735 |
| 2024-10-01 | 184.9703011817 |
| 2024-11-01 | 185.5863719906 |
| 2024-12-01 | 186.0579162474 |
| 2025-01-01 | 185.6549957884 |
| 2025-02-01 | 184.7049198706 |
| 2025-03-01 | 184.2158377566 |
| 2025-04-01 | 184.8076582690 |
| 2025-05-01 | 184.4116658144 |
| 2025-06-01 | 184.4533060635 |
| 2025-07-01 | 184.5831042905 |
| 2025-08-01 | 185.0111137072 |
| 2025-09-01 | 185.2611968386 |
| 2025-10-01 | 185.1578085142 |
| 2025-11-01 | 184.0610900252 |
| 2025-12-01 | 181.4763230087 |
| 2026-01-01 | 184.0385492170 |
| 2026-02-01 | 183.8264844691 |
| 2026-03-01 | 181.3386621160 |
| 2026-04-01 | 185.2618738546 |
| 2026-05-01 | 186.7975717556 |
| 2026-06-01 | 187.0204051976 |
| 2026-07-01 | 188.1397653601 |
| 2026-08-01 | 187.5789831651 |
| 2026-09-01 | 185.0021469438 |