Title: All Employees: Total Private in Philadelphia, PA (MD) Series ID: SMU42379640500000001SA 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 2023-04-01 Last Updated: 2023-05-20 3:09 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/SMU42379640500000001). 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 1990-01-01 805.7973837056390 1990-02-01 802.5492978292250 1990-03-01 802.4246396870309 1990-04-01 790.6988870826990 1990-05-01 795.7843316703909 1990-06-01 794.7350057091760 1990-07-01 793.6853153447399 1990-08-01 795.9145841314450 1990-09-01 790.2533456394610 1990-10-01 783.1099314238030 1990-11-01 783.6139633171499 1990-12-01 779.1206300639060 1991-01-01 775.0826843023800 1991-02-01 773.6001832499890 1991-03-01 771.2563948826100 1991-04-01 764.2794277022450 1991-05-01 759.9030421748360 1991-06-01 759.0252836867710 1991-07-01 753.4057778773060 1991-08-01 753.7688615016260 1991-09-01 752.3753777895689 1991-10-01 749.5880726377029 1991-11-01 749.3597369994890 1991-12-01 747.4885122022391 1992-01-01 751.2986212203841 1992-02-01 746.1493585551210 1992-03-01 744.8965495490280 1992-04-01 746.1204123388120 1992-05-01 745.7809958380380 1992-06-01 744.5539979000720 1992-07-01 743.1658642923660 1992-08-01 740.0665849537390 1992-09-01 739.3365329323559 1992-10-01 738.9944956978909 1992-11-01 737.4732318944040 1992-12-01 738.6084915986430 1993-01-01 745.0473347425600 1993-02-01 742.8952785043710 1993-03-01 738.5063120672819 1993-04-01 738.9157589469590 1993-05-01 739.0588006263429 1993-06-01 737.7803215732910 1993-07-01 739.4262833916221 1993-08-01 738.3485002629990 1993-09-01 737.6408943076210 1993-10-01 738.4754953529660 1993-11-01 737.7968565832750 1993-12-01 739.7611603965840 1994-01-01 741.9443339038830 1994-02-01 740.3927108521781 1994-03-01 743.2269642567660 1994-04-01 740.7416978483430 1994-05-01 741.4412915847771 1994-06-01 741.0602002347220 1994-07-01 741.2359263625169 1994-08-01 741.0935614028550 1994-09-01 740.4789128669780 1994-10-01 741.1572786530720 1994-11-01 740.6517111068800 1994-12-01 738.4887276506870 1995-01-01 733.5279486871790 1995-02-01 734.4383362743720 1995-03-01 733.7916227167000 1995-04-01 731.9029918235091 1995-05-01 733.6852159135159 1995-06-01 732.4500463283099 1995-07-01 730.1630550712849 1995-08-01 734.6370222009950 1995-09-01 734.5714544533020 1995-10-01 733.9134826356681 1995-11-01 732.6265300069910 1995-12-01 732.2782091252420 1996-01-01 724.1749406031420 1996-02-01 732.0651907974640 1996-03-01 732.9193578226660 1996-04-01 734.5525272403011 1996-05-01 733.3760023243229 1996-06-01 733.1758560867800 1996-07-01 734.5167634026120 1996-08-01 735.7200265644000 1996-09-01 736.7087099230740 1996-10-01 733.7520505294400 1996-11-01 734.0453037632429 1996-12-01 732.3723188359680 1997-01-01 730.5404314713460 1997-02-01 731.6346984299159 1997-03-01 731.0900028425391 1997-04-01 731.9236207739419 1997-05-01 729.6494126016870 1997-06-01 731.9855635447079 1997-07-01 731.4033791483150 1997-08-01 730.6493638927831 1997-09-01 738.9742089464480 1997-10-01 741.7760544633010 1997-11-01 743.4564736782190 1997-12-01 745.8206797082270 1998-01-01 745.3387086597040 1998-02-01 745.9803263002890 1998-03-01 745.1379440241490 1998-04-01 747.8004852699030 1998-05-01 747.8507097218311 1998-06-01 745.9851080200141 1998-07-01 745.9809541178670 1998-08-01 746.1015610769130 1998-09-01 745.8835886230839 1998-10-01 755.4882222275020 1998-11-01 755.4426201421830 1998-12-01 756.0883325468670 1999-01-01 753.5937961125190 1999-02-01 754.8867532591630 1999-03-01 755.3948138336570 1999-04-01 757.3444230758040 1999-05-01 760.8451225516611 1999-06-01 763.5592257305320 1999-07-01 763.4019281441671 1999-08-01 763.0588505126920 1999-09-01 758.9368875220309 1999-10-01 763.2331900423240 1999-11-01 762.5533139234010 1999-12-01 766.8066569190511 2000-01-01 771.6097328393230 2000-02-01 770.1426379444031 2000-03-01 770.7359557601040 2000-04-01 772.3630606934390 2000-05-01 771.5892885187370 2000-06-01 770.1401873786670 2000-07-01 770.8830447783860 2000-08-01 769.8554551581240 2000-09-01 770.3696026220300 2000-10-01 767.5015689000470 2000-11-01 764.6001580689730 2000-12-01 765.9728140989861 2001-01-01 770.8416880634470 2001-02-01 771.1386751845621 2001-03-01 770.2766600424630 2001-04-01 766.3179698328951 2001-05-01 765.5812876718900 2001-06-01 766.2130996575050 2001-07-01 763.3165375508149 2001-08-01 763.5567988323470 2001-09-01 761.4821334769231 2001-10-01 758.4980363753391 2001-11-01 757.6682893122901 2001-12-01 755.3016352059900 2002-01-01 756.0866976834759 2002-02-01 755.8323428028681 2002-03-01 756.6366949575470 2002-04-01 756.1994618337080 2002-05-01 757.2780437165710 2002-06-01 760.6922477837370 2002-07-01 760.7971956693180 2002-08-01 761.7109163048000 2002-09-01 761.0458231977690 2002-10-01 763.2150437225521 2002-11-01 762.3868156942340 2002-12-01 761.2040376724680 2003-01-01 762.0507095155770 2003-02-01 760.8647478439931 2003-03-01 760.0080489331971 2003-04-01 754.7203911186400 2003-05-01 753.4150371552220 2003-06-01 750.4221165434650 2003-07-01 747.8967919438760 2003-08-01 746.8658848848840 2003-09-01 742.9610576667579 2003-10-01 740.5805562587959 2003-11-01 738.8584812769710 2003-12-01 736.1848332230439 2004-01-01 730.8265859306290 2004-02-01 731.9030757692440 2004-03-01 732.1368626813350 2004-04-01 733.0023102902210 2004-05-01 730.2018068281030 2004-06-01 732.0471339672090 2004-07-01 734.5148068853660 2004-08-01 734.8839768012720 2004-09-01 735.5257274353450 2004-10-01 738.4996538793720 2004-11-01 736.2714172904559 2004-12-01 738.4210276149390 2005-01-01 737.0893484656931 2005-02-01 736.9126317279920 2005-03-01 735.3484508203280 2005-04-01 739.1080567348289 2005-05-01 738.8705559138850 2005-06-01 737.8253905193130 2005-07-01 737.4633844289020 2005-08-01 737.1593167065159 2005-09-01 742.6475299253750 2005-10-01 739.2644206092980 2005-11-01 741.3407930443531 2005-12-01 742.8250624812621 2006-01-01 742.6036700640200 2006-02-01 744.2107537870711 2006-03-01 743.2842179155020 2006-04-01 744.4318440480209 2006-05-01 746.4394737259039 2006-06-01 745.9337236325971 2006-07-01 745.9961592588721 2006-08-01 744.8731737157210 2006-09-01 747.0879551756841 2006-10-01 746.8649280184070 2006-11-01 746.8941610378670 2006-12-01 746.2505804625140 2007-01-01 749.3092223980381 2007-02-01 749.9314500121831 2007-03-01 753.0629905000400 2007-04-01 749.2309148011610 2007-05-01 749.6287109782520 2007-06-01 750.6888499874491 2007-07-01 751.3449959485091 2007-08-01 751.9388124813761 2007-09-01 751.1092378342610 2007-10-01 751.9227132576750 2007-11-01 752.1344025897700 2007-12-01 752.4830694751550 2008-01-01 750.9717549977080 2008-02-01 753.0589319918530 2008-03-01 752.4529870158921 2008-04-01 756.0056453345779 2008-05-01 755.1090219157620 2008-06-01 754.0640497470590 2008-07-01 755.8956676400529 2008-08-01 756.6410235667779 2008-09-01 754.5011455283390 2008-10-01 753.5139882784281 2008-11-01 751.6417405067580 2008-12-01 750.3422491119479 2009-01-01 747.6239102542340 2009-02-01 746.3558104098211 2009-03-01 740.9779708363690 2009-04-01 735.1497707166650 2009-05-01 734.4900136460010 2009-06-01 733.5499498767610 2009-07-01 733.8404546153371 2009-08-01 731.5396636695780 2009-09-01 727.0625856647490 2009-10-01 732.8043659495340 2009-11-01 730.8601027743110 2009-12-01 730.6109703947520 2010-01-01 732.8784058217419 2010-02-01 731.3321065983880 2010-03-01 733.8404634705090 2010-04-01 735.2180809086730 2010-05-01 737.7920424296651 2010-06-01 739.0233890887730 2010-07-01 739.7743285886710 2010-08-01 740.5184735553161 2010-09-01 737.1482006702820 2010-10-01 743.0190774251890 2010-11-01 743.7840937667450 2010-12-01 744.6846571158690 2011-01-01 744.4430616294451 2011-02-01 746.0425404217940 2011-03-01 747.6486663181371 2011-04-01 749.6672948001320 2011-05-01 748.5792077439030 2011-06-01 747.6574430151601 2011-07-01 746.2018511091180 2011-08-01 746.1060842450790 2011-09-01 746.6662823206790 2011-10-01 746.7478129886150 2011-11-01 748.0632907094259 2011-12-01 748.1030124802651 2012-01-01 748.9579825578680 2012-02-01 750.5632196780160 2012-03-01 755.9049426311670 2012-04-01 752.6875667194660 2012-05-01 753.6842938715800 2012-06-01 754.4849125300290 2012-07-01 754.0223489083010 2012-08-01 756.0390913852550 2012-09-01 756.5288221681070 2012-10-01 756.9416424610761 2012-11-01 758.3886133372370 2012-12-01 758.6558072674170 2013-01-01 757.4588344404390 2013-02-01 762.2025092965630 2013-03-01 764.7272384287190 2013-04-01 761.5506181302780 2013-05-01 760.9413102414140 2013-06-01 762.4165351963240 2013-07-01 763.5743120079050 2013-08-01 764.0734182179090 2013-09-01 765.8289043748540 2013-10-01 763.3158079735680 2013-11-01 766.3559036045580 2013-12-01 766.3500399180620 2014-01-01 768.7512048824400 2014-02-01 768.5241832312300 2014-03-01 771.0628580024361 2014-04-01 772.9242464916830 2014-05-01 774.0320587301280 2014-06-01 775.4784044240621 2014-07-01 777.0381387520239 2014-08-01 779.5292220040601 2014-09-01 780.9176638312720 2014-10-01 782.4131602639640 2014-11-01 783.7427264545380 2014-12-01 784.5038271569231 2015-01-01 784.1296645012260 2015-02-01 784.3561203706199 2015-03-01 784.8173749996249 2015-04-01 785.3816694999480 2015-05-01 786.6080019642400 2015-06-01 790.2853168964259 2015-07-01 788.1705218139259 2015-08-01 788.1290937838479 2015-09-01 788.1870537906641 2015-10-01 792.2555064109740 2015-11-01 792.2258972252471 2015-12-01 795.0899173722520 2016-01-01 794.7925306481200 2016-02-01 797.3415557383729 2016-03-01 798.9898132182390 2016-04-01 802.2256153912630 2016-05-01 802.0983315976449 2016-06-01 804.6696858136701 2016-07-01 807.9025848077730 2016-08-01 808.8620191646160 2016-09-01 811.8523088143910 2016-10-01 809.1744307762910 2016-11-01 810.7554862619701 2016-12-01 812.1842957431709 2017-01-01 814.8801988013181 2017-02-01 815.3639839735629 2017-03-01 815.5438501821640 2017-04-01 814.7149823671480 2017-05-01 817.6146205245551 2017-06-01 816.6768025741380 2017-07-01 818.0895245057769 2017-08-01 818.8951557900000 2017-09-01 821.1740882191960 2017-10-01 822.4904442285510 2017-11-01 824.4122464581790 2017-12-01 826.0673033465880 2018-01-01 827.0526369802560 2018-02-01 830.5771061562821 2018-03-01 829.1391573867011 2018-04-01 831.7085628014650 2018-05-01 833.6693447887710 2018-06-01 837.3008408300120 2018-07-01 835.9964296759861 2018-08-01 837.2920044329420 2018-09-01 839.2159089703380 2018-10-01 841.4411852327660 2018-11-01 841.2951040424699 2018-12-01 839.1234905904499 2019-01-01 847.3587420515340 2019-02-01 846.6849722603500 2019-03-01 848.0566963745979 2019-04-01 850.1767545193260 2019-05-01 850.3478834105271 2019-06-01 851.6669176339060 2019-07-01 850.8974454722239 2019-08-01 853.1252387576040 2019-09-01 854.5731574621510 2019-10-01 855.5519220630150 2019-11-01 858.3295998770061 2019-12-01 860.1818630622861 2020-01-01 863.5085819809230 2020-02-01 864.5316497575250 2020-03-01 854.0253673859590 2020-04-01 693.2859083706200 2020-05-01 707.3668099980860 2020-06-01 729.5952707058330 2020-07-01 745.8646403437531 2020-08-01 752.0754395258999 2020-09-01 757.1496847529910 2020-10-01 766.7357539875510 2020-11-01 768.2370138267180 2020-12-01 759.7979672018910 2021-01-01 768.9166177160361 2021-02-01 770.5806505621221 2021-03-01 780.3564442939590 2021-04-01 783.5566313966270 2021-05-01 788.7389429782870 2021-06-01 794.3104368252360 2021-07-01 800.7387447229339 2021-08-01 806.3455079024170 2021-09-01 807.4982018640820 2021-10-01 817.8164192638201 2021-11-01 824.0860855806391 2021-12-01 831.4866740540821 2022-01-01 833.5524677416499 2022-02-01 839.5474912914380 2022-03-01 843.4783906862441 2022-04-01 847.8840649963429 2022-05-01 851.4009261523880 2022-06-01 853.7638917565491 2022-07-01 858.1404304720539 2022-08-01 861.2288885578620 2022-09-01 862.0281001907810 2022-10-01 863.2593826903619 2022-11-01 866.2349866529120 2022-12-01 868.5768079331750 2023-01-01 873.7021342120270 2023-02-01 877.2085194818900 2023-03-01 879.7065444338450 2023-04-01 881.3589407624519