Table Data - All Employees: Leisure and Hospitality in Reading, PA (MSA)
| Title | All Employees: Leisure and Hospitality in Reading, PA (MSA) |
|---|---|
| Series ID | READ742LEIH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-11-01 |
| Last Updated | 2024-12-21 6:11 AM CST |
| 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 | 9.9748652707562310 |
| 1990-02-01 | 10.0641031314366000 |
| 1990-03-01 | 10.1259937349281000 |
| 1990-04-01 | 10.0048728861851000 |
| 1990-05-01 | 9.9482542535661500 |
| 1990-06-01 | 10.0204300406837000 |
| 1990-07-01 | 9.8977856318802590 |
| 1990-08-01 | 9.9118621808572110 |
| 1990-09-01 | 10.0386709447359000 |
| 1990-10-01 | 10.0935736690343010 |
| 1990-11-01 | 10.1107052808564000 |
| 1990-12-01 | 10.2131593564236990 |
| 1991-01-01 | 10.0775316153276990 |
| 1991-02-01 | 10.1693949599684000 |
| 1991-03-01 | 10.1302324827518000 |
| 1991-04-01 | 10.1868479507433010 |
| 1991-05-01 | 10.2473645761321000 |
| 1991-06-01 | 10.3157540745349010 |
| 1991-07-01 | 10.4900001148057000 |
| 1991-08-01 | 10.6080482467925000 |
| 1991-09-01 | 10.5219926024925990 |
| 1991-10-01 | 10.6076396870916000 |
| 1991-11-01 | 10.8380721148071990 |
| 1991-12-01 | 10.9442900752987010 |
| 1992-01-01 | 10.8688875314346980 |
| 1992-02-01 | 10.7718059378884000 |
| 1992-03-01 | 10.8347863862759990 |
| 1992-04-01 | 10.7581456901262000 |
| 1992-05-01 | 10.9385768670038010 |
| 1992-06-01 | 10.7990247495454000 |
| 1992-07-01 | 10.7779156838595000 |
| 1992-08-01 | 10.7964607545434000 |
| 1992-09-01 | 10.6993405205729020 |
| 1992-10-01 | 10.9271080952924020 |
| 1992-11-01 | 10.8832722785346010 |
| 1992-12-01 | 10.9030106215435010 |
| 1993-01-01 | 10.9636507841866000 |
| 1993-02-01 | 10.9810735669464990 |
| 1993-03-01 | 10.7343181290349000 |
| 1993-04-01 | 11.0153026246406980 |
| 1993-05-01 | 10.9043239605468010 |
| 1993-06-01 | 10.9713363778052000 |
| 1993-07-01 | 11.0753240099629000 |
| 1993-08-01 | 10.9857448338867000 |
| 1993-09-01 | 11.1824607564346990 |
| 1993-10-01 | 11.0435614498040980 |
| 1993-11-01 | 11.0400170339311980 |
| 1993-12-01 | 11.0732022062062000 |
| 1994-01-01 | 10.9683254301660980 |
| 1994-02-01 | 10.7801570785070990 |
| 1994-03-01 | 11.0233261783503000 |
| 1994-04-01 | 11.0731103128197000 |
| 1994-05-01 | 10.9706086006626000 |
| 1994-06-01 | 10.9390634812075000 |
| 1994-07-01 | 10.9633450111043000 |
| 1994-08-01 | 10.9767277237863020 |
| 1994-09-01 | 10.9759254705745000 |
| 1994-10-01 | 10.8592903716452000 |
| 1994-11-01 | 10.8929077697206000 |
| 1994-12-01 | 10.9402575162770980 |
| 1995-01-01 | 11.2872715003224990 |
| 1995-02-01 | 11.2765232558439000 |
| 1995-03-01 | 11.3095767746696000 |
| 1995-04-01 | 11.2389886357426000 |
| 1995-05-01 | 11.2240110661495000 |
| 1995-06-01 | 11.3994078686874010 |
| 1995-07-01 | 11.2570095924845000 |
| 1995-08-01 | 11.0651824000383010 |
| 1995-09-01 | 11.3925516315900990 |
| 1995-10-01 | 11.3793130713039000 |
| 1995-11-01 | 11.5391934592093990 |
| 1995-12-01 | 11.2935110751554000 |
| 1996-01-01 | 10.9029850250854010 |
| 1996-02-01 | 11.2528125300783020 |
| 1996-03-01 | 11.2991338466425000 |
| 1996-04-01 | 11.5237902759900000 |
| 1996-05-01 | 11.5924550508003000 |
| 1996-06-01 | 11.4516789056263020 |
| 1996-07-01 | 11.4390361101329000 |
| 1996-08-01 | 11.5562387785022000 |
| 1996-09-01 | 11.6312975718240000 |
| 1996-10-01 | 11.7070759206017000 |
| 1996-11-01 | 11.7714272914047000 |
| 1996-12-01 | 11.8171616940489000 |
| 1997-01-01 | 11.7146214330426000 |
| 1997-02-01 | 11.8372818749893990 |
| 1997-03-01 | 11.9938319669642000 |
| 1997-04-01 | 11.8214779597935010 |
| 1997-05-01 | 11.8521855142781000 |
| 1997-06-01 | 11.8057445419841010 |
| 1997-07-01 | 12.0260838677798020 |
| 1997-08-01 | 11.9528946540936990 |
| 1997-09-01 | 11.8714007136063000 |
| 1997-10-01 | 12.0446192932820980 |
| 1997-11-01 | 12.0008957502411990 |
| 1997-12-01 | 11.9215210827066990 |
| 1998-01-01 | 12.0222690750914000 |
| 1998-02-01 | 12.0055877502350000 |
| 1998-03-01 | 11.8796824013793020 |
| 1998-04-01 | 11.7325252470721000 |
| 1998-05-01 | 12.0364729198429000 |
| 1998-06-01 | 12.0746731460649990 |
| 1998-07-01 | 12.0019792712659000 |
| 1998-08-01 | 12.1651452277469010 |
| 1998-09-01 | 11.7938728797548010 |
| 1998-10-01 | 12.0790258856535000 |
| 1998-11-01 | 12.1191128117635000 |
| 1998-12-01 | 12.1186630323788000 |
| 1999-01-01 | 12.2259922721662000 |
| 1999-02-01 | 12.2834029496871000 |
| 1999-03-01 | 12.1690023196158010 |
| 1999-04-01 | 12.3427981543788000 |
| 1999-05-01 | 12.2230165961620000 |
| 1999-06-01 | 12.3548823819813020 |
| 1999-07-01 | 12.2905062375152000 |
| 1999-08-01 | 12.1703793849134990 |
| 1999-09-01 | 12.1021483506081980 |
| 1999-10-01 | 12.1176802496313000 |
| 1999-11-01 | 12.1273257039595010 |
| 1999-12-01 | 12.3256676396036990 |
| 2000-01-01 | 12.2175611626741000 |
| 2000-02-01 | 12.1580748527504990 |
| 2000-03-01 | 12.4619195168534990 |
| 2000-04-01 | 12.2501871663299010 |
| 2000-05-01 | 12.3121553116428990 |
| 2000-06-01 | 12.3438463705320000 |
| 2000-07-01 | 12.2876349160833000 |
| 2000-08-01 | 12.2866183634750000 |
| 2000-09-01 | 12.4112202145349000 |
| 2000-10-01 | 12.2467058338072000 |
| 2000-11-01 | 12.2201416845755000 |
| 2000-12-01 | 12.3272083102028010 |
| 2001-01-01 | 12.2996197912203000 |
| 2001-02-01 | 12.4468618891471990 |
| 2001-03-01 | 12.5603651641548000 |
| 2001-04-01 | 12.2544748973358000 |
| 2001-05-01 | 12.0869258813200000 |
| 2001-06-01 | 12.2420800140921990 |
| 2001-07-01 | 12.4034122603654000 |
| 2001-08-01 | 12.3913280123609990 |
| 2001-09-01 | 12.6327654192176980 |
| 2001-10-01 | 12.6788754488629000 |
| 2001-11-01 | 12.7189861589502000 |
| 2001-12-01 | 12.6172646953675010 |
| 2002-01-01 | 12.6703785250620980 |
| 2002-02-01 | 12.7292302104176000 |
| 2002-03-01 | 12.8490988740250000 |
| 2002-04-01 | 12.9552596913486000 |
| 2002-05-01 | 12.9670178309120000 |
| 2002-06-01 | 13.0563103414936000 |
| 2002-07-01 | 13.1149414826916000 |
| 2002-08-01 | 13.2933943436658000 |
| 2002-09-01 | 13.0732639405000000 |
| 2002-10-01 | 13.1116817912219000 |
| 2002-11-01 | 13.1305221608668020 |
| 2002-12-01 | 12.8982647933518010 |
| 2003-01-01 | 12.9308946915384000 |
| 2003-02-01 | 12.7102654965475010 |
| 2003-03-01 | 12.8235328518078010 |
| 2003-04-01 | 12.9483472264732010 |
| 2003-05-01 | 13.0515038795776980 |
| 2003-06-01 | 12.9632371440835000 |
| 2003-07-01 | 12.9357939424435000 |
| 2003-08-01 | 12.8902943195452000 |
| 2003-09-01 | 13.0398749988978010 |
| 2003-10-01 | 13.0463939841055990 |
| 2003-11-01 | 13.1556370859874000 |
| 2003-12-01 | 13.0722221216863020 |
| 2004-01-01 | 13.2864602804249000 |
| 2004-02-01 | 13.0811921518548000 |
| 2004-03-01 | 12.8864522109622000 |
| 2004-04-01 | 12.8275346083719020 |
| 2004-05-01 | 12.9543751308040000 |
| 2004-06-01 | 12.9634988744494010 |
| 2004-07-01 | 12.9438016324272000 |
| 2004-08-01 | 13.1090985457835010 |
| 2004-09-01 | 13.0155591089671000 |
| 2004-10-01 | 13.0787489246775000 |
| 2004-11-01 | 13.0867473739393020 |
| 2004-12-01 | 13.3417043716961000 |
| 2005-01-01 | 13.3416539878416990 |
| 2005-02-01 | 13.2515153579470990 |
| 2005-03-01 | 13.3312772700410010 |
| 2005-04-01 | 13.3096540312565000 |
| 2005-05-01 | 13.2774023333867000 |
| 2005-06-01 | 13.2590809335706990 |
| 2005-07-01 | 13.3482815355065000 |
| 2005-08-01 | 13.4325871972957000 |
| 2005-09-01 | 13.3819040492884990 |
| 2005-10-01 | 13.1927421059796000 |
| 2005-11-01 | 13.2189255234795000 |
| 2005-12-01 | 13.4196209776034000 |
| 2006-01-01 | 13.3998988455013010 |
| 2006-02-01 | 13.5257071064864980 |
| 2006-03-01 | 13.6829795196272000 |
| 2006-04-01 | 13.9012131763064000 |
| 2006-05-01 | 13.7176095301359010 |
| 2006-06-01 | 13.6649450367853000 |
| 2006-07-01 | 13.5266569846145010 |
| 2006-08-01 | 13.5536842036785000 |
| 2006-09-01 | 13.6090726304901000 |
| 2006-10-01 | 13.7942458004690000 |
| 2006-11-01 | 13.8445833733552010 |
| 2006-12-01 | 13.8244322022924990 |
| 2007-01-01 | 13.7680855949563000 |
| 2007-02-01 | 14.0157981193609000 |
| 2007-03-01 | 13.8523542050056980 |
| 2007-04-01 | 14.1070085395068000 |
| 2007-05-01 | 13.7525320520207000 |
| 2007-06-01 | 13.8621870261046000 |
| 2007-07-01 | 13.8970969186151980 |
| 2007-08-01 | 13.7643659638926990 |
| 2007-09-01 | 13.7107358258644000 |
| 2007-10-01 | 13.8751811015735010 |
| 2007-11-01 | 13.9587490439966990 |
| 2007-12-01 | 13.9476075534707000 |
| 2008-01-01 | 14.0563187609398010 |
| 2008-02-01 | 14.0254964579581000 |
| 2008-03-01 | 14.0514826717511990 |
| 2008-04-01 | 14.0164777840839000 |
| 2008-05-01 | 13.8738026088155980 |
| 2008-06-01 | 13.8473524870823000 |
| 2008-07-01 | 13.7581921953445000 |
| 2008-08-01 | 13.7723704094280010 |
| 2008-09-01 | 13.3841141737595990 |
| 2008-10-01 | 13.7655463407290010 |
| 2008-11-01 | 13.6689669471526010 |
| 2008-12-01 | 13.5860415466362000 |
| 2009-01-01 | 13.5487999373490000 |
| 2009-02-01 | 13.4371469718071990 |
| 2009-03-01 | 13.3674735560023000 |
| 2009-04-01 | 13.3175319790066010 |
| 2009-05-01 | 13.3774076808249000 |
| 2009-06-01 | 13.3281715523788000 |
| 2009-07-01 | 13.5493341661979020 |
| 2009-08-01 | 13.9704817291720980 |
| 2009-09-01 | 13.9503582644428010 |
| 2009-10-01 | 13.4623868351795010 |
| 2009-11-01 | 13.4748837470788000 |
| 2009-12-01 | 13.5211152070487000 |
| 2010-01-01 | 13.7421034868985000 |
| 2010-02-01 | 13.3445233898105010 |
| 2010-03-01 | 13.5813762114301980 |
| 2010-04-01 | 13.5101477578605010 |
| 2010-05-01 | 13.6697352814132000 |
| 2010-06-01 | 13.7335075131489000 |
| 2010-07-01 | 13.7560431664702000 |
| 2010-08-01 | 13.6564442627710000 |
| 2010-09-01 | 13.8218376200288000 |
| 2010-10-01 | 13.5779807605160000 |
| 2010-11-01 | 13.3746384884120020 |
| 2010-12-01 | 13.4526558799000000 |
| 2011-01-01 | 13.2268602833266000 |
| 2011-02-01 | 13.3399599656173020 |
| 2011-03-01 | 13.4790859511684000 |
| 2011-04-01 | 13.5899984426708010 |
| 2011-05-01 | 13.6581546314414000 |
| 2011-06-01 | 13.8583047688101980 |
| 2011-07-01 | 13.7841437817603010 |
| 2011-08-01 | 13.7538230635311990 |
| 2011-09-01 | 13.9216177448269020 |
| 2011-10-01 | 13.8859327068249990 |
| 2011-11-01 | 13.9533020404799010 |
| 2011-12-01 | 13.9669796871001000 |
| 2012-01-01 | 13.8108303841176000 |
| 2012-02-01 | 14.4196311297871000 |
| 2012-03-01 | 14.0770724271962000 |
| 2012-04-01 | 14.2667090577380000 |
| 2012-05-01 | 14.1506044024079020 |
| 2012-06-01 | 14.1974847015443010 |
| 2012-07-01 | 14.0174521873215990 |
| 2012-08-01 | 14.1533022352134990 |
| 2012-09-01 | 14.2400060476468010 |
| 2012-10-01 | 14.1965724591833030 |
| 2012-11-01 | 14.3265780533107990 |
| 2012-12-01 | 14.2736054960886000 |
| 2013-01-01 | 14.3857554157163000 |
| 2013-02-01 | 14.3853436181814000 |
| 2013-03-01 | 14.3691123733805990 |
| 2013-04-01 | 14.0328461878130980 |
| 2013-05-01 | 14.2561810602339010 |
| 2013-06-01 | 14.0427796424930000 |
| 2013-07-01 | 14.1635890770423010 |
| 2013-08-01 | 14.2666124181693000 |
| 2013-09-01 | 13.9561396136319990 |
| 2013-10-01 | 14.1978963078146980 |
| 2013-11-01 | 14.1988460796040990 |
| 2013-12-01 | 14.4699098536931000 |
| 2014-01-01 | 14.1622528666819000 |
| 2014-02-01 | 14.0439208694603010 |
| 2014-03-01 | 14.1688419138001000 |
| 2014-04-01 | 14.1142799600004000 |
| 2014-05-01 | 14.0519610454364020 |
| 2014-06-01 | 14.0877047458469010 |
| 2014-07-01 | 14.3005580652324010 |
| 2014-08-01 | 14.1845184786040000 |
| 2014-09-01 | 14.1666343786676000 |
| 2014-10-01 | 14.5901030327433000 |
| 2014-11-01 | 14.3883665626188990 |
| 2014-12-01 | 14.3640709915692000 |
| 2015-01-01 | 14.3430141147706980 |
| 2015-02-01 | 14.3127115969770000 |
| 2015-03-01 | 14.1660577611539010 |
| 2015-04-01 | 14.3070328739830000 |
| 2015-05-01 | 14.4503102809698000 |
| 2015-06-01 | 14.5149341158636000 |
| 2015-07-01 | 14.5013523566318000 |
| 2015-08-01 | 14.7235366939721980 |
| 2015-09-01 | 14.8674752107820000 |
| 2015-10-01 | 14.5722974403856980 |
| 2015-11-01 | 14.5962836800401000 |
| 2015-12-01 | 14.3540969502453990 |
| 2016-01-01 | 14.7485437830372000 |
| 2016-02-01 | 14.8907371419267000 |
| 2016-03-01 | 14.9637984727543000 |
| 2016-04-01 | 15.0106687988770990 |
| 2016-05-01 | 14.8494614261263020 |
| 2016-06-01 | 14.9172581835481000 |
| 2016-07-01 | 14.7817187037751000 |
| 2016-08-01 | 14.8462115337385000 |
| 2016-09-01 | 15.0572291912173010 |
| 2016-10-01 | 14.9726330390825990 |
| 2016-11-01 | 15.0184939359960000 |
| 2016-12-01 | 15.3606571449095990 |
| 2017-01-01 | 14.9600535801384000 |
| 2017-02-01 | 14.9647810438084000 |
| 2017-03-01 | 14.8575320459895000 |
| 2017-04-01 | 14.9159291951589990 |
| 2017-05-01 | 14.9650353739832000 |
| 2017-06-01 | 14.8109621358470990 |
| 2017-07-01 | 14.6439934531398010 |
| 2017-08-01 | 14.6701642540057000 |
| 2017-09-01 | 14.7285490210241000 |
| 2017-10-01 | 14.9826991264545980 |
| 2017-11-01 | 14.9267906023839000 |
| 2017-12-01 | 15.3723467828724000 |
| 2018-01-01 | 15.0876129737768010 |
| 2018-02-01 | 14.7490432490268010 |
| 2018-03-01 | 15.0465395475089000 |
| 2018-04-01 | 15.0418973504430990 |
| 2018-05-01 | 15.1859055251449020 |
| 2018-06-01 | 15.0930291899757000 |
| 2018-07-01 | 15.3883694094145010 |
| 2018-08-01 | 15.0591049054899000 |
| 2018-09-01 | 15.1248830757199000 |
| 2018-10-01 | 15.1997579852165000 |
| 2018-11-01 | 15.0340946803883000 |
| 2018-12-01 | 15.1852882876639010 |
| 2019-01-01 | 15.1172234351503000 |
| 2019-02-01 | 15.2380002633405000 |
| 2019-03-01 | 15.4423621885673000 |
| 2019-04-01 | 15.3640579511060000 |
| 2019-05-01 | 15.2185124093717000 |
| 2019-06-01 | 15.2619423284578000 |
| 2019-07-01 | 15.2139376766301990 |
| 2019-08-01 | 15.3469740122440000 |
| 2019-09-01 | 15.1340523333828000 |
| 2019-10-01 | 14.8200146848150000 |
| 2019-11-01 | 14.9370527868575000 |
| 2019-12-01 | 14.7925790133220010 |
| 2020-01-01 | 15.1521837982939010 |
| 2020-02-01 | 15.0449234946944000 |
| 2020-03-01 | 14.6444419004036000 |
| 2020-04-01 | 6.1758104344093505 |
| 2020-05-01 | 7.7401054788784010 |
| 2020-06-01 | 8.7119137064310390 |
| 2020-07-01 | 10.8528513793850990 |
| 2020-08-01 | 11.3176233249187000 |
| 2020-09-01 | 11.7652935773561000 |
| 2020-10-01 | 12.2489031170853020 |
| 2020-11-01 | 12.1464400315876000 |
| 2020-12-01 | 11.6007594555878020 |
| 2021-01-01 | 11.8709242583543020 |
| 2021-02-01 | 11.9509451209568000 |
| 2021-03-01 | 12.2604199945705990 |
| 2021-04-01 | 12.1763862259460000 |
| 2021-05-01 | 12.4445911108215000 |
| 2021-06-01 | 12.7530866530713020 |
| 2021-07-01 | 13.0195244563944000 |
| 2021-08-01 | 13.2048153731024000 |
| 2021-09-01 | 13.0927951663643000 |
| 2021-10-01 | 13.4632933316681990 |
| 2021-11-01 | 13.5531401909699000 |
| 2021-12-01 | 13.9047844833569000 |
| 2022-01-01 | 13.9858899190669990 |
| 2022-02-01 | 14.3792899458128000 |
| 2022-03-01 | 14.3712871911100010 |
| 2022-04-01 | 14.6742116218423020 |
| 2022-05-01 | 14.5236054577588010 |
| 2022-06-01 | 14.6972381710614020 |
| 2022-07-01 | 14.6068473158057000 |
| 2022-08-01 | 14.5941672360515000 |
| 2022-09-01 | 14.6355813245323020 |
| 2022-10-01 | 14.5612989209112000 |
| 2022-11-01 | 14.6701866381498000 |
| 2022-12-01 | 14.7039885771574000 |
| 2023-01-01 | 14.8871705585219000 |
| 2023-02-01 | 14.8008709040669990 |
| 2023-03-01 | 14.8893493347879000 |
| 2023-04-01 | 14.9664068919869000 |
| 2023-05-01 | 14.9961155027465020 |
| 2023-06-01 | 14.8552285546281980 |
| 2023-07-01 | 14.9064682163287000 |
| 2023-08-01 | 14.6940986219713000 |
| 2023-09-01 | 14.8617593698684000 |
| 2023-10-01 | 14.9541936122415000 |
| 2023-11-01 | 14.9893629415268990 |
| 2023-12-01 | 15.0049350685968030 |
| 2024-01-01 | 14.9841656135918000 |
| 2024-02-01 | 14.9244136786518010 |
| 2024-03-01 | 14.9932504620325990 |
| 2024-04-01 | 14.9566609825437000 |
| 2024-05-01 | 15.1718800619643000 |
| 2024-06-01 | 15.3369340484770010 |
| 2024-07-01 | 15.3124754187698000 |
| 2024-08-01 | 15.4926829971339010 |
| 2024-09-01 | 15.3743831488381000 |
| 2024-10-01 | 15.4518735193214990 |
| 2024-11-01 | 15.4021942352982000 |
