Table Data - All Employees: Leisure and Hospitality: Food Services and Drinking Places in Pennsylvania
| Title | All Employees: Leisure and Hospitality: Food Services and Drinking Places in Pennsylvania |
|---|---|
| Series ID | SMU42000007072200001SA |
| 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 10:33 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 | 272.2428710364 |
| 1990-02-01 | 271.4142716519 |
| 1990-03-01 | 271.9761561239 |
| 1990-04-01 | 269.2328689900 |
| 1990-05-01 | 267.1435828215 |
| 1990-06-01 | 269.2348252346 |
| 1990-07-01 | 270.1636899349 |
| 1990-08-01 | 271.1192892363 |
| 1990-09-01 | 271.2268360239 |
| 1990-10-01 | 270.3816715542 |
| 1990-11-01 | 270.3883759128 |
| 1990-12-01 | 271.4909035668 |
| 1991-01-01 | 272.8227364050 |
| 1991-02-01 | 273.7042530507 |
| 1991-03-01 | 273.7671491458 |
| 1991-04-01 | 273.4982323132 |
| 1991-05-01 | 272.3423260260 |
| 1991-06-01 | 273.9436781045 |
| 1991-07-01 | 275.0123761315 |
| 1991-08-01 | 275.5949226480 |
| 1991-09-01 | 275.1078785460 |
| 1991-10-01 | 273.1375634086 |
| 1991-11-01 | 275.6032656423 |
| 1991-12-01 | 276.0505755514 |
| 1992-01-01 | 275.6073744292 |
| 1992-02-01 | 275.5034088400 |
| 1992-03-01 | 275.8464795582 |
| 1992-04-01 | 276.1926533661 |
| 1992-05-01 | 276.5728656755 |
| 1992-06-01 | 276.0150197627 |
| 1992-07-01 | 277.5924457721 |
| 1992-08-01 | 278.1311468252 |
| 1992-09-01 | 279.2531028678 |
| 1992-10-01 | 282.2452163462 |
| 1992-11-01 | 281.8537529681 |
| 1992-12-01 | 281.7555789022 |
| 1993-01-01 | 283.2468848666 |
| 1993-02-01 | 284.4183302276 |
| 1993-03-01 | 280.3973446398 |
| 1993-04-01 | 285.5623825794 |
| 1993-05-01 | 286.0114190438 |
| 1993-06-01 | 286.9158601339 |
| 1993-07-01 | 286.2801798381 |
| 1993-08-01 | 285.8616559999 |
| 1993-09-01 | 286.3437321911 |
| 1993-10-01 | 287.3052139345 |
| 1993-11-01 | 287.0585703530 |
| 1993-12-01 | 289.1051153033 |
| 1994-01-01 | 286.3434636582 |
| 1994-02-01 | 283.7787037965 |
| 1994-03-01 | 284.9571183998 |
| 1994-04-01 | 287.4569200324 |
| 1994-05-01 | 288.4010303260 |
| 1994-06-01 | 288.8006855183 |
| 1994-07-01 | 288.5593147561 |
| 1994-08-01 | 288.8445384272 |
| 1994-09-01 | 289.7199637609 |
| 1994-10-01 | 289.2043126724 |
| 1994-11-01 | 289.7823331418 |
| 1994-12-01 | 291.1527198819 |
| 1995-01-01 | 293.5883751816 |
| 1995-02-01 | 293.5414622893 |
| 1995-03-01 | 294.6082101677 |
| 1995-04-01 | 295.8366069742 |
| 1995-05-01 | 296.4410868805 |
| 1995-06-01 | 297.4607067587 |
| 1995-07-01 | 298.3633354856 |
| 1995-08-01 | 299.8101401422 |
| 1995-09-01 | 302.4346956490 |
| 1995-10-01 | 301.8634456037 |
| 1995-11-01 | 302.4331760281 |
| 1995-12-01 | 301.5436036328 |
| 1996-01-01 | 298.2206638875 |
| 1996-02-01 | 301.2113534777 |
| 1996-03-01 | 302.3659760829 |
| 1996-04-01 | 303.4373079828 |
| 1996-05-01 | 304.1361355475 |
| 1996-06-01 | 304.4810195492 |
| 1996-07-01 | 304.3650901627 |
| 1996-08-01 | 304.9017882668 |
| 1996-09-01 | 304.6166677784 |
| 1996-10-01 | 304.9131304356 |
| 1996-11-01 | 305.6513653505 |
| 1996-12-01 | 307.2189775265 |
| 1997-01-01 | 307.9930203952 |
| 1997-02-01 | 308.0305359540 |
| 1997-03-01 | 307.3261022384 |
| 1997-04-01 | 307.9431682057 |
| 1997-05-01 | 308.4923438656 |
| 1997-06-01 | 308.6583640712 |
| 1997-07-01 | 309.8857264217 |
| 1997-08-01 | 311.4711729842 |
| 1997-09-01 | 313.3080409345 |
| 1997-10-01 | 311.1508475484 |
| 1997-11-01 | 311.9788686283 |
| 1997-12-01 | 312.0348534472 |
| 1998-01-01 | 312.7041909162 |
| 1998-02-01 | 313.1712125996 |
| 1998-03-01 | 313.5203223331 |
| 1998-04-01 | 311.0951016969 |
| 1998-05-01 | 312.2792290157 |
| 1998-06-01 | 312.1408192588 |
| 1998-07-01 | 312.4095778186 |
| 1998-08-01 | 312.1065977927 |
| 1998-09-01 | 313.0628648892 |
| 1998-10-01 | 315.0555239149 |
| 1998-11-01 | 315.1268631001 |
| 1998-12-01 | 316.6887238358 |
| 1999-01-01 | 316.7115194288 |
| 1999-02-01 | 318.2114944934 |
| 1999-03-01 | 318.0490254382 |
| 1999-04-01 | 320.3910488644 |
| 1999-05-01 | 321.1808286356 |
| 1999-06-01 | 322.8825146407 |
| 1999-07-01 | 323.0730233736 |
| 1999-08-01 | 322.0832174591 |
| 1999-09-01 | 319.4586017994 |
| 1999-10-01 | 323.1015494302 |
| 1999-11-01 | 323.2059785007 |
| 1999-12-01 | 326.3021186623 |
| 2000-01-01 | 323.2748443375 |
| 2000-02-01 | 322.1677184316 |
| 2000-03-01 | 325.0814817594 |
| 2000-04-01 | 325.5696698014 |
| 2000-05-01 | 324.0112050124 |
| 2000-06-01 | 324.7729580104 |
| 2000-07-01 | 325.6873731677 |
| 2000-08-01 | 325.5873981901 |
| 2000-09-01 | 326.4488852028 |
| 2000-10-01 | 326.7159167583 |
| 2000-11-01 | 327.3751274134 |
| 2000-12-01 | 328.3882547263 |
| 2001-01-01 | 328.3754828947 |
| 2001-02-01 | 330.1754754107 |
| 2001-03-01 | 330.6335802251 |
| 2001-04-01 | 330.1209068581 |
| 2001-05-01 | 331.1341605096 |
| 2001-06-01 | 332.0584965256 |
| 2001-07-01 | 332.6647147506 |
| 2001-08-01 | 332.5535320332 |
| 2001-09-01 | 330.7484972289 |
| 2001-10-01 | 330.4923712779 |
| 2001-11-01 | 333.0307158927 |
| 2001-12-01 | 333.7330254522 |
| 2002-01-01 | 336.1920422256 |
| 2002-02-01 | 337.3029991845 |
| 2002-03-01 | 338.3034098309 |
| 2002-04-01 | 338.6782791296 |
| 2002-05-01 | 339.8675570784 |
| 2002-06-01 | 339.5431674267 |
| 2002-07-01 | 339.8718746814 |
| 2002-08-01 | 341.1145766039 |
| 2002-09-01 | 341.8136647465 |
| 2002-10-01 | 342.3872332978 |
| 2002-11-01 | 343.3945100065 |
| 2002-12-01 | 342.6704378929 |
| 2003-01-01 | 343.0346692213 |
| 2003-02-01 | 341.1090486361 |
| 2003-03-01 | 341.6043664788 |
| 2003-04-01 | 342.2739039888 |
| 2003-05-01 | 342.6188958582 |
| 2003-06-01 | 343.5576270783 |
| 2003-07-01 | 343.8686548504 |
| 2003-08-01 | 344.9366929004 |
| 2003-09-01 | 345.8732269443 |
| 2003-10-01 | 345.6403292705 |
| 2003-11-01 | 346.3573173860 |
| 2003-12-01 | 347.0815118130 |
| 2004-01-01 | 346.9654331006 |
| 2004-02-01 | 345.4226889512 |
| 2004-03-01 | 346.5466675906 |
| 2004-04-01 | 346.6849084768 |
| 2004-05-01 | 347.7681282084 |
| 2004-06-01 | 346.5788396094 |
| 2004-07-01 | 348.8743668611 |
| 2004-08-01 | 350.4517379581 |
| 2004-09-01 | 351.7118634232 |
| 2004-10-01 | 352.1510641249 |
| 2004-11-01 | 352.6046614818 |
| 2004-12-01 | 352.8241441833 |
| 2005-01-01 | 351.8577202302 |
| 2005-02-01 | 352.3491910764 |
| 2005-03-01 | 352.4212588562 |
| 2005-04-01 | 354.0995284988 |
| 2005-05-01 | 354.5541663555 |
| 2005-06-01 | 355.4844716296 |
| 2005-07-01 | 355.4122746669 |
| 2005-08-01 | 355.6677349300 |
| 2005-09-01 | 356.2442124241 |
| 2005-10-01 | 351.8663826374 |
| 2005-11-01 | 353.5476958967 |
| 2005-12-01 | 353.9533635185 |
| 2006-01-01 | 355.5280915315 |
| 2006-02-01 | 356.3900774477 |
| 2006-03-01 | 357.6814641273 |
| 2006-04-01 | 357.9138605873 |
| 2006-05-01 | 357.5230364801 |
| 2006-06-01 | 357.8102145386 |
| 2006-07-01 | 358.1902363176 |
| 2006-08-01 | 357.5902075949 |
| 2006-09-01 | 357.9036709513 |
| 2006-10-01 | 357.1692498576 |
| 2006-11-01 | 359.8106156652 |
| 2006-12-01 | 361.3203901825 |
| 2007-01-01 | 363.9441202962 |
| 2007-02-01 | 362.5786803491 |
| 2007-03-01 | 362.8292763254 |
| 2007-04-01 | 361.9480808795 |
| 2007-05-01 | 361.5321478241 |
| 2007-06-01 | 362.1373939172 |
| 2007-07-01 | 361.5296354692 |
| 2007-08-01 | 361.7282314236 |
| 2007-09-01 | 362.1504000537 |
| 2007-10-01 | 363.2544625456 |
| 2007-11-01 | 365.1349308423 |
| 2007-12-01 | 365.3697054625 |
| 2008-01-01 | 365.0856868779 |
| 2008-02-01 | 365.5794767618 |
| 2008-03-01 | 364.1706911252 |
| 2008-04-01 | 365.3533109542 |
| 2008-05-01 | 366.0362201798 |
| 2008-06-01 | 364.9290500898 |
| 2008-07-01 | 365.4423960656 |
| 2008-08-01 | 364.4957776925 |
| 2008-09-01 | 365.0878722345 |
| 2008-10-01 | 363.8378244726 |
| 2008-11-01 | 362.2702454752 |
| 2008-12-01 | 361.3115416023 |
| 2009-01-01 | 359.3513437226 |
| 2009-02-01 | 358.6077722247 |
| 2009-03-01 | 358.9061333546 |
| 2009-04-01 | 355.5802676412 |
| 2009-05-01 | 358.0295970366 |
| 2009-06-01 | 357.3820862986 |
| 2009-07-01 | 358.9371856612 |
| 2009-08-01 | 358.0579673378 |
| 2009-09-01 | 356.8000109971 |
| 2009-10-01 | 358.0672631435 |
| 2009-11-01 | 356.0542444337 |
| 2009-12-01 | 356.3230279293 |
| 2010-01-01 | 358.3321029380 |
| 2010-02-01 | 356.5021922820 |
| 2010-03-01 | 358.1374120062 |
| 2010-04-01 | 359.9348314165 |
| 2010-05-01 | 360.6699895952 |
| 2010-06-01 | 360.7552839638 |
| 2010-07-01 | 360.8930148920 |
| 2010-08-01 | 361.6199379539 |
| 2010-09-01 | 362.1120630602 |
| 2010-10-01 | 363.8507699303 |
| 2010-11-01 | 364.5958579155 |
| 2010-12-01 | 364.1502318054 |
| 2011-01-01 | 363.2403773663 |
| 2011-02-01 | 363.9718782322 |
| 2011-03-01 | 365.8542305495 |
| 2011-04-01 | 366.3745589699 |
| 2011-05-01 | 366.0913996134 |
| 2011-06-01 | 366.2696290481 |
| 2011-07-01 | 366.6113095028 |
| 2011-08-01 | 366.6406318624 |
| 2011-09-01 | 368.9354583525 |
| 2011-10-01 | 368.7833441036 |
| 2011-11-01 | 369.9515059417 |
| 2011-12-01 | 368.8846833314 |
| 2012-01-01 | 371.5811000764 |
| 2012-02-01 | 374.0876093989 |
| 2012-03-01 | 375.9518007448 |
| 2012-04-01 | 374.4168847178 |
| 2012-05-01 | 374.5477895936 |
| 2012-06-01 | 376.4065872073 |
| 2012-07-01 | 376.4883019907 |
| 2012-08-01 | 378.1510885510 |
| 2012-09-01 | 378.1495881710 |
| 2012-10-01 | 377.7525212630 |
| 2012-11-01 | 379.2403760682 |
| 2012-12-01 | 380.6865940367 |
| 2013-01-01 | 380.3454675342 |
| 2013-02-01 | 381.1914409869 |
| 2013-03-01 | 380.5964097463 |
| 2013-04-01 | 381.2894133220 |
| 2013-05-01 | 382.5464562694 |
| 2013-06-01 | 383.1607604654 |
| 2013-07-01 | 384.7873014311 |
| 2013-08-01 | 384.3686678713 |
| 2013-09-01 | 385.0063009131 |
| 2013-10-01 | 384.5047099424 |
| 2013-11-01 | 385.4739444433 |
| 2013-12-01 | 385.6656529396 |
| 2014-01-01 | 387.3158990608 |
| 2014-02-01 | 385.1943407443 |
| 2014-03-01 | 386.1653689221 |
| 2014-04-01 | 386.2426519482 |
| 2014-05-01 | 387.2217399836 |
| 2014-06-01 | 388.0044125448 |
| 2014-07-01 | 387.1261988887 |
| 2014-08-01 | 389.1761517767 |
| 2014-09-01 | 389.0486067466 |
| 2014-10-01 | 390.2776731808 |
| 2014-11-01 | 390.5266682999 |
| 2014-12-01 | 391.4101183406 |
| 2015-01-01 | 391.4164101584 |
| 2015-02-01 | 391.0842724243 |
| 2015-03-01 | 388.8023573429 |
| 2015-04-01 | 391.3411496170 |
| 2015-05-01 | 393.5895244201 |
| 2015-06-01 | 394.0198821418 |
| 2015-07-01 | 394.3512352740 |
| 2015-08-01 | 394.4302954982 |
| 2015-09-01 | 395.3960974967 |
| 2015-10-01 | 397.1729586895 |
| 2015-11-01 | 397.7573977773 |
| 2015-12-01 | 398.0874264955 |
| 2016-01-01 | 398.9561726768 |
| 2016-02-01 | 400.0021388708 |
| 2016-03-01 | 401.3788922784 |
| 2016-04-01 | 402.0584252528 |
| 2016-05-01 | 400.6311046565 |
| 2016-06-01 | 401.0090500646 |
| 2016-07-01 | 401.4561723731 |
| 2016-08-01 | 402.3053807909 |
| 2016-09-01 | 404.2705046434 |
| 2016-10-01 | 403.1445055518 |
| 2016-11-01 | 405.1805826992 |
| 2016-12-01 | 403.2937927798 |
| 2017-01-01 | 404.3758952482 |
| 2017-02-01 | 406.9998595522 |
| 2017-03-01 | 406.5181905939 |
| 2017-04-01 | 407.5033251620 |
| 2017-05-01 | 407.4149436654 |
| 2017-06-01 | 407.1051941052 |
| 2017-07-01 | 408.1206457151 |
| 2017-08-01 | 408.4967666060 |
| 2017-09-01 | 409.6876563448 |
| 2017-10-01 | 410.9874868405 |
| 2017-11-01 | 410.8979981811 |
| 2017-12-01 | 411.7855857996 |
| 2018-01-01 | 413.2551983489 |
| 2018-02-01 | 413.6420576555 |
| 2018-03-01 | 412.2276671151 |
| 2018-04-01 | 411.5299831787 |
| 2018-05-01 | 412.1638490973 |
| 2018-06-01 | 411.3708184962 |
| 2018-07-01 | 412.0996780343 |
| 2018-08-01 | 413.0731836872 |
| 2018-09-01 | 412.9803327876 |
| 2018-10-01 | 414.5329661177 |
| 2018-11-01 | 414.5799448089 |
| 2018-12-01 | 415.5570080766 |
| 2019-01-01 | 416.1062363205 |
| 2019-02-01 | 415.5225085054 |
| 2019-03-01 | 415.2819077628 |
| 2019-04-01 | 415.8745061558 |
| 2019-05-01 | 414.9307025657 |
| 2019-06-01 | 414.9123041232 |
| 2019-07-01 | 415.2763844174 |
| 2019-08-01 | 415.4405691228 |
| 2019-09-01 | 415.8868780888 |
| 2019-10-01 | 416.7883280508 |
| 2019-11-01 | 418.4955515266 |
| 2019-12-01 | 419.5365098973 |
| 2020-01-01 | 421.2109655470 |
| 2020-02-01 | 422.0588946718 |
| 2020-03-01 | 400.4349837192 |
| 2020-04-01 | 173.9986915062 |
| 2020-05-01 | 210.9901666828 |
| 2020-06-01 | 267.7283977565 |
| 2020-07-01 | 301.9549281784 |
| 2020-08-01 | 308.6701207968 |
| 2020-09-01 | 320.3861978177 |
| 2020-10-01 | 331.6305570749 |
| 2020-11-01 | 331.3126687917 |
| 2020-12-01 | 307.2748756972 |
| 2021-01-01 | 316.6263057316 |
| 2021-02-01 | 327.4369908199 |
| 2021-03-01 | 331.3996324654 |
| 2021-04-01 | 337.3173855893 |
| 2021-05-01 | 342.9110736674 |
| 2021-06-01 | 352.4049503575 |
| 2021-07-01 | 364.3751597857 |
| 2021-08-01 | 365.1629343517 |
| 2021-09-01 | 366.0640540775 |
| 2021-10-01 | 374.5921722320 |
| 2021-11-01 | 377.3480119696 |
| 2021-12-01 | 379.1130768420 |
| 2022-01-01 | 380.1837412625 |
| 2022-02-01 | 384.5655738075 |
| 2022-03-01 | 385.5368007912 |
| 2022-04-01 | 386.8883617684 |
| 2022-05-01 | 388.0468684874 |
| 2022-06-01 | 390.1414083212 |
| 2022-07-01 | 394.8465183011 |
| 2022-08-01 | 394.9064549716 |
| 2022-09-01 | 395.4761289620 |
| 2022-10-01 | 395.7330348471 |
| 2022-11-01 | 397.4031775543 |
| 2022-12-01 | 396.0653052259 |
| 2023-01-01 | 401.1616574883 |
| 2023-02-01 | 402.4159907022 |
| 2023-03-01 | 403.1398019093 |
| 2023-04-01 | 402.2650827568 |
| 2023-05-01 | 402.5008206884 |
| 2023-06-01 | 404.3736986446 |
| 2023-07-01 | 405.2075158468 |
| 2023-08-01 | 405.0934850558 |
| 2023-09-01 | 407.0133734208 |
| 2023-10-01 | 406.7545821646 |
| 2023-11-01 | 405.9550352758 |
| 2023-12-01 | 406.7219230131 |
| 2024-01-01 | 405.6242498958 |
| 2024-02-01 | 407.2980578897 |
| 2024-03-01 | 408.5223802821 |
| 2024-04-01 | 407.6152460968 |
| 2024-05-01 | 408.2671448594 |
| 2024-06-01 | 407.2663358892 |
| 2024-07-01 | 406.6162289094 |
| 2024-08-01 | 407.2111339671 |
| 2024-09-01 | 406.8553038911 |
| 2024-10-01 | 407.6799444634 |
| 2024-11-01 | 407.7965734002 |
| 2024-12-01 | 408.7425871553 |
| 2025-01-01 | 408.6017245789 |
| 2025-02-01 | 407.2820399351 |
| 2025-03-01 | 408.3732630584 |
| 2025-04-01 | 409.4971656292 |
| 2025-05-01 | 410.8548670638 |
| 2025-06-01 | 410.3639680338 |
| 2025-07-01 | 409.0232477241 |
| 2025-08-01 | 412.2245723752 |
| 2025-09-01 | 412.1978596689 |
| 2025-10-01 | 413.8002980366 |
| 2025-11-01 | 415.2006120779 |
| 2025-12-01 | 409.4960421728 |
| 2026-01-01 | 415.7683432341 |
| 2026-02-01 | 414.6103979857 |
| 2026-03-01 | 409.4159664519 |
| 2026-04-01 | 414.3080615876 |
| 2026-05-01 | 416.6575109313 |
| 2026-06-01 | 419.7059080103 |
| 2026-07-01 | 423.5202419654 |
| 2026-08-01 | 420.5282333098 |
| 2026-09-01 | 411.2618444320 |