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 2026-05-01 |
| Last Updated | 2026-06-24 10:04 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 | 115.2817000697310 |
| 1990-02-01 | 115.3114160586090 |
| 1990-03-01 | 115.3428910215140 |
| 1990-04-01 | 115.2392575039740 |
| 1990-05-01 | 114.7008695495000 |
| 1990-06-01 | 115.5115636891000 |
| 1990-07-01 | 115.8550752001420 |
| 1990-08-01 | 116.1640164788330 |
| 1990-09-01 | 116.7758357105310 |
| 1990-10-01 | 115.6569974317260 |
| 1990-11-01 | 115.7598303936830 |
| 1990-12-01 | 116.3979791061120 |
| 1991-01-01 | 116.7026824510870 |
| 1991-02-01 | 117.2218318476640 |
| 1991-03-01 | 117.3918106854800 |
| 1991-04-01 | 116.9917363751120 |
| 1991-05-01 | 116.9431828448510 |
| 1991-06-01 | 117.6522052348480 |
| 1991-07-01 | 118.9643321515230 |
| 1991-08-01 | 118.9097222576680 |
| 1991-09-01 | 119.2200720642860 |
| 1991-10-01 | 118.7339052804640 |
| 1991-11-01 | 119.7434552562800 |
| 1991-12-01 | 119.8600043042580 |
| 1992-01-01 | 119.8133430343150 |
| 1992-02-01 | 119.4546748704100 |
| 1992-03-01 | 119.6579537435440 |
| 1992-04-01 | 120.0146359344070 |
| 1992-05-01 | 120.5269809791810 |
| 1992-06-01 | 120.2535183736550 |
| 1992-07-01 | 120.3704097892100 |
| 1992-08-01 | 120.8762236908000 |
| 1992-09-01 | 121.4992097352900 |
| 1992-10-01 | 122.5032528726220 |
| 1992-11-01 | 121.9304048591370 |
| 1992-12-01 | 122.6585833864360 |
| 1993-01-01 | 127.7370374988370 |
| 1993-02-01 | 128.4993387222770 |
| 1993-03-01 | 126.7623303761200 |
| 1993-04-01 | 129.1893512240430 |
| 1993-05-01 | 129.4378186604530 |
| 1993-06-01 | 129.9201156621780 |
| 1993-07-01 | 130.2938568045610 |
| 1993-08-01 | 130.2416480218770 |
| 1993-09-01 | 130.9085548865460 |
| 1993-10-01 | 132.5044473440010 |
| 1993-11-01 | 132.5875527810930 |
| 1993-12-01 | 132.8401807700800 |
| 1994-01-01 | 133.4401505890570 |
| 1994-02-01 | 132.9711098964470 |
| 1994-03-01 | 134.2132714684600 |
| 1994-04-01 | 135.4965787642000 |
| 1994-05-01 | 136.1070706074280 |
| 1994-06-01 | 136.5938894785000 |
| 1994-07-01 | 136.5946250912780 |
| 1994-08-01 | 137.0937696685470 |
| 1994-09-01 | 137.6478681434450 |
| 1994-10-01 | 138.4609229702840 |
| 1994-11-01 | 138.9769585237870 |
| 1994-12-01 | 138.8939647532590 |
| 1995-01-01 | 139.5935353497870 |
| 1995-02-01 | 139.3479374937710 |
| 1995-03-01 | 139.9913578318150 |
| 1995-04-01 | 140.1667145854690 |
| 1995-05-01 | 140.4200956315270 |
| 1995-06-01 | 141.0126872116700 |
| 1995-07-01 | 141.8283966104090 |
| 1995-08-01 | 143.0568891272680 |
| 1995-09-01 | 143.7167465887170 |
| 1995-10-01 | 143.0681073407690 |
| 1995-11-01 | 143.1892932767700 |
| 1995-12-01 | 143.2253561457270 |
| 1996-01-01 | 140.3040837134150 |
| 1996-02-01 | 141.3451528567500 |
| 1996-03-01 | 142.2942914663920 |
| 1996-04-01 | 144.5303710033450 |
| 1996-05-01 | 144.9842737226540 |
| 1996-06-01 | 145.1088320640880 |
| 1996-07-01 | 145.2700759839990 |
| 1996-08-01 | 145.5439205980240 |
| 1996-09-01 | 145.9011092047150 |
| 1996-10-01 | 146.0021479701710 |
| 1996-11-01 | 146.2009627160350 |
| 1996-12-01 | 146.9394119256080 |
| 1997-01-01 | 147.2709717740860 |
| 1997-02-01 | 147.5374658364190 |
| 1997-03-01 | 146.8966932279110 |
| 1997-04-01 | 147.2112775536080 |
| 1997-05-01 | 147.3781058761120 |
| 1997-06-01 | 148.0398674160310 |
| 1997-07-01 | 148.6835333910660 |
| 1997-08-01 | 150.3134491614780 |
| 1997-09-01 | 151.1038811446180 |
| 1997-10-01 | 149.5387110528100 |
| 1997-11-01 | 149.7964209668070 |
| 1997-12-01 | 149.9185885185010 |
| 1998-01-01 | 151.6389481598240 |
| 1998-02-01 | 151.6361885020370 |
| 1998-03-01 | 151.6357666838970 |
| 1998-04-01 | 151.2238404863080 |
| 1998-05-01 | 152.0400572878520 |
| 1998-06-01 | 152.0504648389860 |
| 1998-07-01 | 152.7186078233810 |
| 1998-08-01 | 152.5957150452140 |
| 1998-09-01 | 153.6014904492960 |
| 1998-10-01 | 155.2694819721470 |
| 1998-11-01 | 154.9571176880390 |
| 1998-12-01 | 154.9993124216540 |
| 1999-01-01 | 154.4864004715150 |
| 1999-02-01 | 155.1041270768160 |
| 1999-03-01 | 155.7629590362200 |
| 1999-04-01 | 155.6920602484670 |
| 1999-05-01 | 155.5179961469880 |
| 1999-06-01 | 156.2629855850640 |
| 1999-07-01 | 156.9934812691620 |
| 1999-08-01 | 157.3562479063900 |
| 1999-09-01 | 156.5495676502720 |
| 1999-10-01 | 158.6685684426400 |
| 1999-11-01 | 158.8396477382120 |
| 1999-12-01 | 159.8225952396620 |
| 2000-01-01 | 156.6813489947340 |
| 2000-02-01 | 156.3980877948890 |
| 2000-03-01 | 156.9044127500210 |
| 2000-04-01 | 156.6322370732970 |
| 2000-05-01 | 156.1763929650350 |
| 2000-06-01 | 156.3343438564570 |
| 2000-07-01 | 156.0236546090530 |
| 2000-08-01 | 155.6944101776760 |
| 2000-09-01 | 155.8290918527400 |
| 2000-10-01 | 156.1161015096310 |
| 2000-11-01 | 156.4375738345930 |
| 2000-12-01 | 157.0741922235610 |
| 2001-01-01 | 156.6993075940860 |
| 2001-02-01 | 157.4144945653040 |
| 2001-03-01 | 157.6797376457470 |
| 2001-04-01 | 157.4281945482630 |
| 2001-05-01 | 158.1429060063580 |
| 2001-06-01 | 158.8923572997120 |
| 2001-07-01 | 158.8137167623750 |
| 2001-08-01 | 159.0133774412670 |
| 2001-09-01 | 158.1431447496120 |
| 2001-10-01 | 159.0203949784190 |
| 2001-11-01 | 160.3346640214280 |
| 2001-12-01 | 161.3700796969880 |
| 2002-01-01 | 162.2205839978430 |
| 2002-02-01 | 163.0551292358960 |
| 2002-03-01 | 163.1368028522340 |
| 2002-04-01 | 164.9145865266400 |
| 2002-05-01 | 165.4733450714690 |
| 2002-06-01 | 164.9907838647550 |
| 2002-07-01 | 165.6173969701970 |
| 2002-08-01 | 166.3272738912940 |
| 2002-09-01 | 167.1450002211930 |
| 2002-10-01 | 167.0334104884710 |
| 2002-11-01 | 167.5093389883650 |
| 2002-12-01 | 167.2052061041680 |
| 2003-01-01 | 167.5733865803250 |
| 2003-02-01 | 167.2751912071360 |
| 2003-03-01 | 166.9667991360560 |
| 2003-04-01 | 167.9757478022650 |
| 2003-05-01 | 168.3268968568280 |
| 2003-06-01 | 169.2288310088680 |
| 2003-07-01 | 169.5529054970080 |
| 2003-08-01 | 169.9552738496570 |
| 2003-09-01 | 170.3751562637560 |
| 2003-10-01 | 171.2751907683600 |
| 2003-11-01 | 171.4803986272580 |
| 2003-12-01 | 171.9661902736050 |
| 2004-01-01 | 172.1792615800040 |
| 2004-02-01 | 171.6814960258730 |
| 2004-03-01 | 171.9466461449360 |
| 2004-04-01 | 171.3160154013950 |
| 2004-05-01 | 171.4690954145000 |
| 2004-06-01 | 170.8237913178450 |
| 2004-07-01 | 172.2240738822490 |
| 2004-08-01 | 173.3808753325660 |
| 2004-09-01 | 173.6590144299990 |
| 2004-10-01 | 174.2628524999610 |
| 2004-11-01 | 174.1861435537140 |
| 2004-12-01 | 173.7779258753600 |
| 2005-01-01 | 173.9479463713490 |
| 2005-02-01 | 174.9509707900330 |
| 2005-03-01 | 175.1726660186170 |
| 2005-04-01 | 176.1009688078780 |
| 2005-05-01 | 175.9902497579280 |
| 2005-06-01 | 176.2602210885470 |
| 2005-07-01 | 176.0665657551170 |
| 2005-08-01 | 176.0939624859650 |
| 2005-09-01 | 175.3466253658430 |
| 2005-10-01 | 173.6322075160100 |
| 2005-11-01 | 174.0648691113550 |
| 2005-12-01 | 174.2412013827820 |
| 2006-01-01 | 174.4277733086130 |
| 2006-02-01 | 175.2123661855030 |
| 2006-03-01 | 175.7031379827230 |
| 2006-04-01 | 176.2400273495520 |
| 2006-05-01 | 175.4165717188720 |
| 2006-06-01 | 175.3898489303500 |
| 2006-07-01 | 175.7867588734040 |
| 2006-08-01 | 175.7453316774590 |
| 2006-09-01 | 175.9337038853460 |
| 2006-10-01 | 176.2692154354770 |
| 2006-11-01 | 177.7433478040280 |
| 2006-12-01 | 178.8802551815610 |
| 2007-01-01 | 179.4500459546860 |
| 2007-02-01 | 179.4774656074790 |
| 2007-03-01 | 179.8559797085020 |
| 2007-04-01 | 180.6051685285640 |
| 2007-05-01 | 180.7747939004840 |
| 2007-06-01 | 180.7897305387660 |
| 2007-07-01 | 180.2483197520400 |
| 2007-08-01 | 179.8938012354700 |
| 2007-09-01 | 179.4755602734860 |
| 2007-10-01 | 180.4390635235940 |
| 2007-11-01 | 181.8385535241420 |
| 2007-12-01 | 181.5027920256890 |
| 2008-01-01 | 181.3376796412530 |
| 2008-02-01 | 181.4070515172280 |
| 2008-03-01 | 179.7700686641020 |
| 2008-04-01 | 179.9664703188010 |
| 2008-05-01 | 180.2868665126310 |
| 2008-06-01 | 179.7822689451390 |
| 2008-07-01 | 179.9519797804910 |
| 2008-08-01 | 179.3579370395700 |
| 2008-09-01 | 178.9734471503610 |
| 2008-10-01 | 178.2864666880130 |
| 2008-11-01 | 176.6871053801880 |
| 2008-12-01 | 175.9280196154690 |
| 2009-01-01 | 174.8888204828920 |
| 2009-02-01 | 174.3017430868230 |
| 2009-03-01 | 174.3852204593860 |
| 2009-04-01 | 173.3389098278020 |
| 2009-05-01 | 173.5744044257270 |
| 2009-06-01 | 173.3906996920540 |
| 2009-07-01 | 173.7391478160370 |
| 2009-08-01 | 173.5945507968630 |
| 2009-09-01 | 172.7545516881320 |
| 2009-10-01 | 173.1151951908710 |
| 2009-11-01 | 172.4134592094660 |
| 2009-12-01 | 172.4315751846820 |
| 2010-01-01 | 173.9364233196280 |
| 2010-02-01 | 172.6511021032400 |
| 2010-03-01 | 173.4251534074880 |
| 2010-04-01 | 173.8877144119730 |
| 2010-05-01 | 173.6816657655480 |
| 2010-06-01 | 174.1956189530240 |
| 2010-07-01 | 174.1611506914550 |
| 2010-08-01 | 175.0023470007740 |
| 2010-09-01 | 175.3722623697970 |
| 2010-10-01 | 175.9324031299940 |
| 2010-11-01 | 176.4596398705560 |
| 2010-12-01 | 176.2251020998520 |
| 2011-01-01 | 176.0361565536990 |
| 2011-02-01 | 176.2106314224990 |
| 2011-03-01 | 176.7355555087470 |
| 2011-04-01 | 178.3140611616360 |
| 2011-05-01 | 178.1018525225530 |
| 2011-06-01 | 178.2780701270520 |
| 2011-07-01 | 178.9482759795630 |
| 2011-08-01 | 178.8225782582330 |
| 2011-09-01 | 180.0631578110140 |
| 2011-10-01 | 180.0058373743040 |
| 2011-11-01 | 180.6978154197410 |
| 2011-12-01 | 180.3529349843240 |
| 2012-01-01 | 182.0117039497410 |
| 2012-02-01 | 182.9291539207400 |
| 2012-03-01 | 183.5662318961320 |
| 2012-04-01 | 183.7649973900770 |
| 2012-05-01 | 183.4731910851390 |
| 2012-06-01 | 183.8187132345110 |
| 2012-07-01 | 183.6166179648960 |
| 2012-08-01 | 183.8841706285000 |
| 2012-09-01 | 184.0949585605010 |
| 2012-10-01 | 184.3372875077430 |
| 2012-11-01 | 184.4538872699180 |
| 2012-12-01 | 185.0830009743690 |
| 2013-01-01 | 184.8856035336690 |
| 2013-02-01 | 184.6969510282070 |
| 2013-03-01 | 183.9699967371470 |
| 2013-04-01 | 183.9261869185110 |
| 2013-05-01 | 184.2538605079670 |
| 2013-06-01 | 184.2194092245300 |
| 2013-07-01 | 185.6765136218320 |
| 2013-08-01 | 185.4424664084690 |
| 2013-09-01 | 185.2727314818840 |
| 2013-10-01 | 184.9086146962530 |
| 2013-11-01 | 185.3559948131830 |
| 2013-12-01 | 185.3255548515000 |
| 2014-01-01 | 186.2912984155120 |
| 2014-02-01 | 185.4792092133300 |
| 2014-03-01 | 185.7767671787620 |
| 2014-04-01 | 185.7792559495360 |
| 2014-05-01 | 186.0269392082870 |
| 2014-06-01 | 186.1316821624510 |
| 2014-07-01 | 186.1453248734870 |
| 2014-08-01 | 186.6479152499270 |
| 2014-09-01 | 187.1022669292220 |
| 2014-10-01 | 187.7528291165930 |
| 2014-11-01 | 187.9900203215270 |
| 2014-12-01 | 188.3544312339420 |
| 2015-01-01 | 188.5296474267500 |
| 2015-02-01 | 188.6628700742080 |
| 2015-03-01 | 187.7601099646370 |
| 2015-04-01 | 188.8476745745010 |
| 2015-05-01 | 189.7113756646730 |
| 2015-06-01 | 190.1504848381160 |
| 2015-07-01 | 190.1130105138690 |
| 2015-08-01 | 190.0530307143400 |
| 2015-09-01 | 190.3589140758490 |
| 2015-10-01 | 190.5384054768380 |
| 2015-11-01 | 190.9396997937790 |
| 2015-12-01 | 191.4154935380380 |
| 2016-01-01 | 191.2981876138420 |
| 2016-02-01 | 192.0457196694580 |
| 2016-03-01 | 192.8497848084710 |
| 2016-04-01 | 192.8627269097800 |
| 2016-05-01 | 192.3884558148280 |
| 2016-06-01 | 193.6897671322840 |
| 2016-07-01 | 193.4432420678920 |
| 2016-08-01 | 193.7005139482110 |
| 2016-09-01 | 194.0793240976080 |
| 2016-10-01 | 194.2652559054770 |
| 2016-11-01 | 194.4010687198700 |
| 2016-12-01 | 193.7997588288760 |
| 2017-01-01 | 194.7624448137330 |
| 2017-02-01 | 194.9174416203100 |
| 2017-03-01 | 195.1849495562230 |
| 2017-04-01 | 195.6449716869390 |
| 2017-05-01 | 195.5938211425460 |
| 2017-06-01 | 195.7470686548120 |
| 2017-07-01 | 196.6981066483630 |
| 2017-08-01 | 196.5858504158350 |
| 2017-09-01 | 196.1389216517080 |
| 2017-10-01 | 196.4962217623510 |
| 2017-11-01 | 196.6110823394470 |
| 2017-12-01 | 196.3578114775710 |
| 2018-01-01 | 196.4930392544470 |
| 2018-02-01 | 196.9935908850340 |
| 2018-03-01 | 196.6048146069590 |
| 2018-04-01 | 196.9449783573340 |
| 2018-05-01 | 197.2040279885430 |
| 2018-06-01 | 196.8338602958440 |
| 2018-07-01 | 197.4533101547980 |
| 2018-08-01 | 197.8635826909260 |
| 2018-09-01 | 197.8113320415450 |
| 2018-10-01 | 198.7146808461790 |
| 2018-11-01 | 198.5155553618050 |
| 2018-12-01 | 198.7135583571280 |
| 2019-01-01 | 199.6422681001550 |
| 2019-02-01 | 198.6686349420530 |
| 2019-03-01 | 198.4630423819930 |
| 2019-04-01 | 198.5824311870250 |
| 2019-05-01 | 198.2153001083520 |
| 2019-06-01 | 198.2229907821600 |
| 2019-07-01 | 197.8175862298750 |
| 2019-08-01 | 197.5406890092540 |
| 2019-09-01 | 197.8292194708130 |
| 2019-10-01 | 197.9524927412140 |
| 2019-11-01 | 198.6676635822970 |
| 2019-12-01 | 198.8318963195080 |
| 2020-01-01 | 199.2843019642320 |
| 2020-02-01 | 199.1875447460850 |
| 2020-03-01 | 186.5738698422300 |
| 2020-04-01 | 47.5765584488277 |
| 2020-05-01 | 68.3584768801696 |
| 2020-06-01 | 106.4553347875130 |
| 2020-07-01 | 128.3640470183800 |
| 2020-08-01 | 133.2175113293210 |
| 2020-09-01 | 141.5932142045430 |
| 2020-10-01 | 146.7408306897830 |
| 2020-11-01 | 146.3025295043810 |
| 2020-12-01 | 127.9190326035780 |
| 2021-01-01 | 131.9774088856240 |
| 2021-02-01 | 139.5522234637290 |
| 2021-03-01 | 142.9596166697080 |
| 2021-04-01 | 149.3442749756920 |
| 2021-05-01 | 152.8965644471350 |
| 2021-06-01 | 158.3448392839300 |
| 2021-07-01 | 164.2834073261840 |
| 2021-08-01 | 165.1881648759900 |
| 2021-09-01 | 166.3328093902480 |
| 2021-10-01 | 170.5838022923720 |
| 2021-11-01 | 171.7435253782100 |
| 2021-12-01 | 172.1534422096530 |
| 2022-01-01 | 172.7723078549080 |
| 2022-02-01 | 174.7135574501530 |
| 2022-03-01 | 175.6501884480000 |
| 2022-04-01 | 176.5416093749000 |
| 2022-05-01 | 177.0213871960470 |
| 2022-06-01 | 177.6146787547390 |
| 2022-07-01 | 179.6846095670110 |
| 2022-08-01 | 179.3983277498750 |
| 2022-09-01 | 179.5310756630200 |
| 2022-10-01 | 180.2522206890600 |
| 2022-11-01 | 180.9424764789370 |
| 2022-12-01 | 180.9929046935960 |
| 2023-01-01 | 183.2345188899820 |
| 2023-02-01 | 184.3195353126210 |
| 2023-03-01 | 184.2958437222000 |
| 2023-04-01 | 184.0865871254420 |
| 2023-05-01 | 183.7687787081840 |
| 2023-06-01 | 184.6747084028740 |
| 2023-07-01 | 184.8578725568330 |
| 2023-08-01 | 184.8527900770930 |
| 2023-09-01 | 184.8371600281020 |
| 2023-10-01 | 184.7224067672490 |
| 2023-11-01 | 184.9304834789970 |
| 2023-12-01 | 186.2243472908050 |
| 2024-01-01 | 184.8787767540980 |
| 2024-02-01 | 185.5046012356600 |
| 2024-03-01 | 185.8715233265410 |
| 2024-04-01 | 185.1217473325110 |
| 2024-05-01 | 185.4013511478530 |
| 2024-06-01 | 185.2267866138580 |
| 2024-07-01 | 184.8431073941900 |
| 2024-08-01 | 184.2848610133490 |
| 2024-09-01 | 184.6249094836470 |
| 2024-10-01 | 184.8482886905970 |
| 2024-11-01 | 185.4735080874560 |
| 2024-12-01 | 186.0812450990030 |
| 2025-01-01 | 185.5516484159430 |
| 2025-02-01 | 184.2820465782230 |
| 2025-03-01 | 184.0841599559600 |
| 2025-04-01 | 184.8592311044320 |
| 2025-05-01 | 184.6892027905020 |
| 2025-06-01 | 184.7012515988860 |
| 2025-07-01 | 184.8450444943550 |
| 2025-08-01 | 185.2324643976920 |
| 2025-09-01 | 185.2360511033020 |
| 2025-10-01 | 184.9650552399980 |
| 2025-11-01 | 183.8982449942880 |
| 2025-12-01 | 181.4480079662180 |
| 2026-01-01 | 183.8865641163250 |
| 2026-02-01 | 183.3402928206550 |
| 2026-03-01 | 181.1840714149290 |
| 2026-04-01 | 185.3261310182820 |
| 2026-05-01 | 186.9943974595700 |