NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Private Service Providing in Philadelphia, PA (MD) Series ID: SMU42379640800000001SA 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 2024-03-01 Last Updated: 2024-04-20 6:37 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU42379640800000001). 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 1990-01-01 677.3091919261560 1990-02-01 674.2876622750240 1990-03-01 676.6579269464589 1990-04-01 666.8443636229680 1990-05-01 670.4219024115820 1990-06-01 670.8748290152790 1990-07-01 671.1304143899410 1990-08-01 672.6351131780481 1990-09-01 669.7122449729850 1990-10-01 663.0676787667501 1990-11-01 665.1643760484690 1990-12-01 661.9062558832560 1991-01-01 659.9842318307420 1991-02-01 659.1995127440310 1991-03-01 659.3418492263910 1991-04-01 652.9842395669709 1991-05-01 649.4052685461161 1991-06-01 648.4033434164550 1991-07-01 644.6413911943811 1991-08-01 644.2770542570580 1991-09-01 644.4555039323250 1991-10-01 641.7809668070540 1991-11-01 642.6015935935080 1991-12-01 641.7486053290060 1992-01-01 645.5823479597880 1992-02-01 641.0947513667730 1992-03-01 641.8897916566090 1992-04-01 641.6779100927210 1992-05-01 642.3978543538960 1992-06-01 641.7252494666719 1992-07-01 640.7724196551420 1992-08-01 637.7178284557290 1992-09-01 638.0649551502320 1992-10-01 638.9778637449909 1992-11-01 638.0367721484490 1992-12-01 638.8702827047380 1993-01-01 644.4199459915960 1993-02-01 642.1780537765550 1993-03-01 639.4631627181770 1993-04-01 640.7286156297210 1993-05-01 640.5853704988410 1993-06-01 640.4137341221650 1993-07-01 642.3013894205741 1993-08-01 641.2252157401709 1993-09-01 640.6471275814980 1993-10-01 641.9213663887430 1993-11-01 641.1837739802780 1993-12-01 643.3610221508940 1994-01-01 644.7309348064390 1994-02-01 643.8539054530690 1994-03-01 645.9896496942100 1994-04-01 643.8607924481710 1994-05-01 645.3241411762270 1994-06-01 645.3216062960720 1994-07-01 645.8036357175970 1994-08-01 646.2911061512091 1994-09-01 645.8666427160930 1994-10-01 646.4098275558620 1994-11-01 646.4734871621290 1994-12-01 644.3001667110279 1995-01-01 640.3859137682730 1995-02-01 642.1101059444680 1995-03-01 642.5729112083719 1995-04-01 640.0701692377630 1995-05-01 642.4257696956600 1995-06-01 641.9056618221119 1995-07-01 641.6535660206370 1995-08-01 644.9723771479620 1995-09-01 644.4657501793550 1995-10-01 644.5217750036010 1995-11-01 643.8735227827440 1995-12-01 643.8922987324770 1996-01-01 636.6587375580330 1996-02-01 643.4231370928970 1996-03-01 644.7649754992871 1996-04-01 647.2720032803560 1996-05-01 645.7559898026731 1996-06-01 646.1368985724121 1996-07-01 647.6739356518560 1996-08-01 648.3641194171090 1996-09-01 649.3317662092740 1996-10-01 645.7381032747940 1996-11-01 645.9452175186631 1996-12-01 644.8993884862760 1997-01-01 642.9729870819220 1997-02-01 643.8010025539300 1997-03-01 643.0441746669250 1997-04-01 644.0449215307370 1997-05-01 642.4301591407750 1997-06-01 643.5509405735160 1997-07-01 643.9684678477661 1997-08-01 642.7781397184291 1997-09-01 651.6022196456951 1997-10-01 654.3965941570160 1997-11-01 656.2403541973180 1997-12-01 658.6744613160670 1998-01-01 657.8384983081080 1998-02-01 658.4953790991920 1998-03-01 658.3449769996411 1998-04-01 661.1371506699010 1998-05-01 661.5599626667720 1998-06-01 659.9073209447850 1998-07-01 659.0775191904760 1998-08-01 659.9827468788820 1998-09-01 661.0138280971960 1998-10-01 668.9057665008370 1998-11-01 668.6582455941350 1998-12-01 669.7872455489850 1999-01-01 667.5000894565110 1999-02-01 668.4033862916160 1999-03-01 669.2189761366391 1999-04-01 670.4142067252330 1999-05-01 673.6206407460260 1999-06-01 676.2285111580760 1999-07-01 676.3730757810520 1999-08-01 676.2514852774240 1999-09-01 672.9017382904670 1999-10-01 676.2954140703780 1999-11-01 675.5644462117160 1999-12-01 679.6968835540010 2000-01-01 684.7743745124750 2000-02-01 683.7564936123999 2000-03-01 683.8653669341910 2000-04-01 685.0968946859559 2000-05-01 684.3461489454979 2000-06-01 683.0760989813150 2000-07-01 684.2752513296900 2000-08-01 683.5887638436091 2000-09-01 684.5245135305090 2000-10-01 680.9425724691670 2000-11-01 678.4679361921720 2000-12-01 680.7235618853100 2001-01-01 684.9243627767420 2001-02-01 685.0019568630880 2001-03-01 684.3627793342600 2001-04-01 681.1164487627331 2001-05-01 681.3270472965920 2001-06-01 682.4600166645280 2001-07-01 680.5683561308350 2001-08-01 680.9597161717791 2001-09-01 678.7902232080820 2001-10-01 676.8728260303250 2001-11-01 676.5036825413300 2001-12-01 674.6584158973620 2002-01-01 675.1568424190340 2002-02-01 675.4048386253950 2002-03-01 676.5714146921990 2002-04-01 676.7258796004551 2002-05-01 677.7819395834400 2002-06-01 681.3086355402929 2002-07-01 680.8866859473040 2002-08-01 681.5818380914051 2002-09-01 681.8047747344130 2002-10-01 683.5448919402350 2002-11-01 683.0980537186590 2002-12-01 682.8388923575579 2003-01-01 683.3002605133180 2003-02-01 682.4980577843100 2003-03-01 682.4069821380990 2003-04-01 678.2485623183980 2003-05-01 677.1245022967430 2003-06-01 674.7968302270460 2003-07-01 672.3276439606681 2003-08-01 672.1076508662910 2003-09-01 669.4231216232230 2003-10-01 667.4099777997530 2003-11-01 665.6297622832200 2003-12-01 663.6833242405829 2004-01-01 658.2584471622860 2004-02-01 659.4947734688760 2004-03-01 659.6448197656180 2004-04-01 661.0048514006211 2004-05-01 658.3155888103140 2004-06-01 659.8015931968140 2004-07-01 662.4792153768800 2004-08-01 663.0724909551520 2004-09-01 662.9371209197710 2004-10-01 666.5458728750540 2004-11-01 664.5677674405720 2004-12-01 666.4567757464830 2005-01-01 665.8004690662169 2005-02-01 666.0477719953569 2005-03-01 664.1981926591001 2005-04-01 667.7106520716070 2005-05-01 667.3784958723290 2005-06-01 666.3009475295449 2005-07-01 666.3346039856790 2005-08-01 666.3083328450790 2005-09-01 672.0378472117970 2005-10-01 668.5378848724530 2005-11-01 670.0141638669220 2005-12-01 671.2898230129670 2006-01-01 671.4494206405760 2006-02-01 672.7732775173471 2006-03-01 671.6676685701460 2006-04-01 673.3816750152159 2006-05-01 674.8552124425660 2006-06-01 675.3508482396579 2006-07-01 675.8820689041490 2006-08-01 674.8219919527249 2006-09-01 677.0786348475870 2006-10-01 677.1277652147400 2006-11-01 677.2867700796710 2006-12-01 677.1004610224880 2007-01-01 680.0612148527800 2007-02-01 680.7203124887670 2007-03-01 683.2821986109800 2007-04-01 680.4864545894120 2007-05-01 681.2891017394910 2007-06-01 682.3255263615071 2007-07-01 682.6593611061630 2007-08-01 683.5285225734570 2007-09-01 682.9073352987140 2007-10-01 683.3617006279200 2007-11-01 683.8346573492549 2007-12-01 684.5023672817290 2008-01-01 682.7426895535250 2008-02-01 684.9833435784700 2008-03-01 683.9887902700190 2008-04-01 687.9409690958960 2008-05-01 687.1981303239819 2008-06-01 686.2917567496220 2008-07-01 688.1599922188480 2008-08-01 688.8737459345191 2008-09-01 687.5071230642280 2008-10-01 686.8018553915500 2008-11-01 685.2219368385500 2008-12-01 684.4783832842120 2009-01-01 682.9682823394339 2009-02-01 682.2324494232220 2009-03-01 677.6705260634781 2009-04-01 672.9284625132720 2009-05-01 672.8779367957660 2009-06-01 672.0883726406590 2009-07-01 672.5198521359259 2009-08-01 670.8250999218860 2009-09-01 666.5187672852111 2009-10-01 672.1863675292420 2009-11-01 670.9957651191111 2009-12-01 670.4417482065710 2010-01-01 672.2680797900730 2010-02-01 671.0981426337651 2010-03-01 673.0977981024230 2010-04-01 674.3384303927401 2010-05-01 677.1209614915360 2010-06-01 678.3719267298880 2010-07-01 678.9143101697030 2010-08-01 680.3372891225509 2010-09-01 677.2940000609170 2010-10-01 683.2466038084191 2010-11-01 683.5321801318789 2010-12-01 684.7198533547450 2011-01-01 684.9112378318680 2011-02-01 686.7338644371711 2011-03-01 688.1554073469700 2011-04-01 689.5409003858169 2011-05-01 688.4725932569460 2011-06-01 688.1840072814780 2011-07-01 687.0067336217579 2011-08-01 686.9551419713240 2011-09-01 687.7825184062930 2011-10-01 687.9317311924809 2011-11-01 688.9375333790670 2011-12-01 689.2578088340630 2012-01-01 690.0631065896750 2012-02-01 691.8334032627540 2012-03-01 697.1132595763030 2012-04-01 694.6340755868480 2012-05-01 696.1564676318401 2012-06-01 696.6697501929790 2012-07-01 696.5205335575530 2012-08-01 698.1024380439490 2012-09-01 698.0310409610670 2012-10-01 699.4074998716010 2012-11-01 701.1337613851580 2012-12-01 701.3277318233771 2013-01-01 700.2333014552950 2013-02-01 704.8336090887770 2013-03-01 706.8001066048960 2013-04-01 703.9234416426050 2013-05-01 703.5769677856180 2013-06-01 705.0448993999589 2013-07-01 706.3849721202549 2013-08-01 706.6033196770540 2013-09-01 708.7168125544640 2013-10-01 707.1017241695899 2013-11-01 709.2232623603101 2013-12-01 709.4204658322070 2014-01-01 711.5703478581280 2014-02-01 711.4292997945050 2014-03-01 713.3630192413880 2014-04-01 715.1008546563780 2014-05-01 716.1732097094299 2014-06-01 717.5800212763049 2014-07-01 718.8633420278920 2014-08-01 721.2855284798089 2014-09-01 723.0521644426179 2014-10-01 724.7674007766890 2014-11-01 724.9381844441150 2014-12-01 726.0009534939680 2015-01-01 726.0155967687649 2015-02-01 726.1045002086530 2015-03-01 726.7986171089150 2015-04-01 727.4062486942910 2015-05-01 728.6818668692861 2015-06-01 731.6403224943090 2015-07-01 729.9476720888360 2015-08-01 730.1061166614880 2015-09-01 730.4656294809480 2015-10-01 735.2740746641780 2015-11-01 734.4266722991921 2015-12-01 736.7650034838060 2016-01-01 736.4981377234170 2016-02-01 739.2504201402530 2016-03-01 740.6232289553301 2016-04-01 744.1697505303149 2016-05-01 743.9490905997670 2016-06-01 746.4031288199390 2016-07-01 749.4241209087650 2016-08-01 750.7060879236110 2016-09-01 753.9017100276931 2016-10-01 751.8494722969540 2016-11-01 752.5117174725000 2016-12-01 753.6228143814011 2017-01-01 755.7868700003360 2017-02-01 756.7728112746651 2017-03-01 756.9817442421010 2017-04-01 756.8120879869160 2017-05-01 758.7581418293060 2017-06-01 757.7908858016431 2017-07-01 759.9966644453191 2017-08-01 760.7171329152541 2017-09-01 763.1700231094840 2017-10-01 764.4373159889500 2017-11-01 766.1506814833020 2017-12-01 767.8842544208980 2018-01-01 768.2167753277710 2018-02-01 772.3760223001179 2018-03-01 770.5478083119250 2018-04-01 772.7927858284891 2018-05-01 774.8643584006591 2018-06-01 777.6353416511310 2018-07-01 777.5102039978370 2018-08-01 778.5879885407629 2018-09-01 780.5196257110360 2018-10-01 782.2355725782601 2018-11-01 782.1466118542930 2018-12-01 780.8464478662700 2019-01-01 787.4609705791589 2019-02-01 787.6769146130949 2019-03-01 788.9087272899500 2019-04-01 791.3496440763120 2019-05-01 791.3395230080670 2019-06-01 792.6148343339930 2019-07-01 792.5415427131400 2019-08-01 794.7238715524600 2019-09-01 796.3642011974671 2019-10-01 798.3110148807201 2019-11-01 800.8448795563610 2019-12-01 802.9851194999010 2020-01-01 804.0735511803931 2020-02-01 806.4940547195430 2020-03-01 795.4060629101300 2020-04-01 651.4301838262950 2020-05-01 658.1551409781140 2020-06-01 677.1935867960030 2020-07-01 693.4671719276360 2020-08-01 699.2124613673379 2020-09-01 703.5384240189729 2020-10-01 713.0440082184920 2020-11-01 714.2755997675180 2020-12-01 705.6945289389399 2021-01-01 712.7909148894130 2021-02-01 715.5001808504620 2021-03-01 724.3275667282691 2021-04-01 728.0744206667611 2021-05-01 732.7170848753320 2021-06-01 738.2484473431040 2021-07-01 744.9247392457080 2021-08-01 750.5431396979840 2021-09-01 750.8800666988590 2021-10-01 761.3930924865069 2021-11-01 767.8421009291451 2021-12-01 774.8797921039670 2022-01-01 775.9234387401359 2022-02-01 781.8031569034331 2022-03-01 784.5273205293720 2022-04-01 789.5040572298570 2022-05-01 792.5255591989260 2022-06-01 794.4131625491270 2022-07-01 799.9838469069380 2022-08-01 801.8969489118880 2022-09-01 803.5846135209109 2022-10-01 804.1304587859350 2022-11-01 804.5293636708270 2022-12-01 807.2950567953129 2023-01-01 813.5771787883870 2023-02-01 813.2095430449880 2023-03-01 815.0407100904711 2023-04-01 814.3721362979530 2023-05-01 816.6025941641590 2023-06-01 818.5127246692240 2023-07-01 818.7165905517590 2023-08-01 819.7731987587821 2023-09-01 822.0766185303970 2023-10-01 822.8845879411391 2023-11-01 824.6492590538750 2023-12-01 824.5265255945509 2024-01-01 825.2246654535550 2024-02-01 827.0309989270630 2024-03-01 828.1589059104310