Table Data - All Employees: Service-Providing in Philadelphia, PA (MD)

Title All Employees: Service-Providing in Philadelphia, PA (MD)
Series ID SMU42379640700000001SA
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 10:40 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
1990-01-01 833.2192431542
1990-02-01 831.4826425216
1990-03-01 831.2864453084
1990-04-01 823.7579273737
1990-05-01 828.7076618771
1990-06-01 829.3200009062
1990-07-01 830.3020896550
1990-08-01 832.5095387795
1990-09-01 827.6531145513
1990-10-01 820.8455899748
1990-11-01 822.2645673597
1990-12-01 818.4477236106
1991-01-01 815.0970545077
1991-02-01 814.8708613881
1991-03-01 812.3546527535
1991-04-01 807.6716649616
1991-05-01 802.6857152705
1991-06-01 801.7445547129
1991-07-01 793.2287770797
1991-08-01 792.9350751021
1991-09-01 794.3009614358
1991-10-01 793.6487566654
1991-11-01 794.1013030137
1991-12-01 791.9926737801
1992-01-01 794.4628796731
1992-02-01 791.4687854259
1992-03-01 790.6547231727
1992-04-01 791.8639254761
1992-05-01 792.6018029351
1992-06-01 791.3004526914
1992-07-01 796.0322139812
1992-08-01 790.9259749235
1992-09-01 786.0540644486
1992-10-01 789.8191756705
1992-11-01 787.9842883301
1992-12-01 788.5703366957
1993-01-01 792.3824654326
1993-02-01 790.8330995229
1993-03-01 786.6157401293
1993-04-01 790.6505736210
1993-05-01 791.1073019034
1993-06-01 790.6350315353
1993-07-01 791.8036503722
1993-08-01 790.2037787355
1993-09-01 785.0499316318
1993-10-01 788.4522959950
1993-11-01 789.1040859816
1993-12-01 792.0035383901
1994-01-01 791.9324278479
1994-02-01 790.4520742059
1994-03-01 792.1832504286
1994-04-01 791.5836690664
1994-05-01 792.2815031911
1994-06-01 793.0937116671
1994-07-01 794.3417060201
1994-08-01 792.7899162741
1994-09-01 792.7082496579
1994-10-01 793.8370848752
1994-11-01 793.7445930634
1994-12-01 791.9122710867
1995-01-01 789.2813602828
1995-02-01 790.6511682482
1995-03-01 790.1754263213
1995-04-01 787.0243961764
1995-05-01 789.2615483954
1995-06-01 788.8097215808
1995-07-01 786.8489202453
1995-08-01 789.3316338171
1995-09-01 788.3335811379
1995-10-01 788.2128555606
1995-11-01 787.3114476950
1995-12-01 787.4549454609
1996-01-01 781.4063903523
1996-02-01 788.0958101091
1996-03-01 789.6707875209
1996-04-01 792.9074544618
1996-05-01 790.8447326988
1996-06-01 787.1673177091
1996-07-01 792.0742274807
1996-08-01 795.2958984095
1996-09-01 794.1301979115
1996-10-01 790.2971530667
1996-11-01 789.8915848549
1996-12-01 788.4469531783
1997-01-01 787.2737862794
1997-02-01 787.4236322626
1997-03-01 787.3927194763
1997-04-01 788.9630519500
1997-05-01 786.6044962273
1997-06-01 785.5291877603
1997-07-01 787.5313439023
1997-08-01 784.6707376561
1997-09-01 793.2385079778
1997-10-01 795.8742628416
1997-11-01 798.4026648110
1997-12-01 800.7528353208
1998-01-01 799.8982205349
1998-02-01 801.0899449998
1998-03-01 800.3163901288
1998-04-01 803.3033183475
1998-05-01 804.9466035496
1998-06-01 793.2684250728
1998-07-01 796.6437816323
1998-08-01 800.2431911145
1998-09-01 801.1436575361
1998-10-01 808.9353863746
1998-11-01 810.0024166215
1998-12-01 811.2554118710
1999-01-01 808.3136047892
1999-02-01 809.5652788474
1999-03-01 810.6825830538
1999-04-01 812.2415422601
1999-05-01 815.2524147996
1999-06-01 818.6013451499
1999-07-01 815.7085185246
1999-08-01 815.6835171149
1999-09-01 815.2748350360
1999-10-01 816.0313821531
1999-11-01 816.8177403542
1999-12-01 821.3835553474
2000-01-01 827.9901583562
2000-02-01 827.0167580705
2000-03-01 828.2364040034
2000-04-01 830.0637455797
2000-05-01 833.6189143749
2000-06-01 830.7162853949
2000-07-01 830.2559273336
2000-08-01 829.1265444867
2000-09-01 829.5884324970
2000-10-01 823.1023998996
2000-11-01 821.9636631460
2000-12-01 823.3793623666
2001-01-01 828.9004992431
2001-02-01 828.2551746058
2001-03-01 827.9052622799
2001-04-01 825.0670702961
2001-05-01 824.4179425911
2001-06-01 827.0077983773
2001-07-01 825.0842851812
2001-08-01 825.9424377433
2001-09-01 822.9827460387
2001-10-01 820.5152064162
2001-11-01 821.6919669931
2001-12-01 820.1918690902
2002-01-01 821.0437563807
2002-02-01 820.9162988362
2002-03-01 821.6274611398
2002-04-01 821.8458987035
2002-05-01 822.5770955586
2002-06-01 825.8974499527
2002-07-01 826.9011290278
2002-08-01 823.5787814595
2002-09-01 825.7919119252
2002-10-01 825.9090343723
2002-11-01 826.2853126933
2002-12-01 825.9792553009
2003-01-01 825.6610175721
2003-02-01 824.9912961878
2003-03-01 825.3326866021
2003-04-01 820.8687456343
2003-05-01 820.2007892778
2003-06-01 816.6845762006
2003-07-01 814.4419455440
2003-08-01 814.5190467268
2003-09-01 811.9018432910
2003-10-01 809.7868395840
2003-11-01 807.6178925263
2003-12-01 805.1588818161
2004-01-01 801.8319563492
2004-02-01 802.4880990806
2004-03-01 802.6391972276
2004-04-01 804.6950006829
2004-05-01 800.6720855361
2004-06-01 801.2871240416
2004-07-01 802.4938999466
2004-08-01 804.9513450686
2004-09-01 804.3791701443
2004-10-01 808.1347671280
2004-11-01 806.5315583119
2004-12-01 808.3268460042
2005-01-01 808.0999746184
2005-02-01 807.2412186236
2005-03-01 806.8560872220
2005-04-01 809.6283829336
2005-05-01 808.3357829324
2005-06-01 806.6499612796
2005-07-01 809.5256380558
2005-08-01 808.1022732135
2005-09-01 812.2254473059
2005-10-01 808.3778503594
2005-11-01 809.8507207828
2005-12-01 810.4472002499
2006-01-01 811.3941053346
2006-02-01 812.1924189960
2006-03-01 811.2687049715
2006-04-01 813.1989418792
2006-05-01 815.0483510772
2006-06-01 814.3661981184
2006-07-01 814.3870839981
2006-08-01 812.0969237481
2006-09-01 815.1984333281
2006-10-01 814.5219124923
2006-11-01 815.0882093598
2006-12-01 814.8981263577
2007-01-01 816.9832558737
2007-02-01 817.1239589412
2007-03-01 820.1164671125
2007-04-01 816.5563731286
2007-05-01 817.7208106492
2007-06-01 818.2731146434
2007-07-01 821.5142367177
2007-08-01 820.6679066202
2007-09-01 817.2015775094
2007-10-01 818.2203163394
2007-11-01 818.8397593881
2007-12-01 819.1718525196
2008-01-01 817.5240539256
2008-02-01 818.7224350025
2008-03-01 818.2075833884
2008-04-01 821.9554773786
2008-05-01 821.4358236115
2008-06-01 820.9660548793
2008-07-01 821.3457757791
2008-08-01 824.1623519717
2008-09-01 824.4157555822
2008-10-01 823.6611064438
2008-11-01 821.6620313611
2008-12-01 821.4590956433
2009-01-01 819.1839979531
2009-02-01 818.0343116702
2009-03-01 813.8321413578
2009-04-01 809.2011368224
2009-05-01 808.1149381398
2009-06-01 807.7222138624
2009-07-01 809.8527849859
2009-08-01 807.7582098346
2009-09-01 804.6056698696
2009-10-01 809.6239303358
2009-11-01 808.5284144565
2009-12-01 807.6436138517
2010-01-01 809.9240095656
2010-02-01 807.3877739625
2010-03-01 810.8678002775
2010-04-01 813.0258260343
2010-05-01 820.3931880835
2010-06-01 819.2030929609
2010-07-01 817.5270578875
2010-08-01 818.5674980622
2010-09-01 816.0901491302
2010-10-01 821.5860055565
2010-11-01 821.7248627210
2010-12-01 822.6453940389
2011-01-01 822.9671671428
2011-02-01 823.3596783666
2011-03-01 825.7982405489
2011-04-01 826.2231247769
2011-05-01 825.5469475171
2011-06-01 824.4355193314
2011-07-01 821.8019414903
2011-08-01 820.1600310064
2011-09-01 820.7824488894
2011-10-01 819.4847129089
2011-11-01 821.3986238084
2011-12-01 821.6098552635
2012-01-01 821.2024522274
2012-02-01 822.6806520504
2012-03-01 828.4371797430
2012-04-01 825.3539179012
2012-05-01 827.0891309405
2012-06-01 826.6758593049
2012-07-01 826.9188443336
2012-08-01 828.0841687013
2012-09-01 828.9344944261
2012-10-01 830.0466119148
2012-11-01 831.7252790819
2012-12-01 831.9761063183
2013-01-01 829.8156744287
2013-02-01 834.8231102889
2013-03-01 837.8526544008
2013-04-01 833.2054131499
2013-05-01 832.5381188746
2013-06-01 834.2977543676
2013-07-01 834.2749883959
2013-08-01 834.5879482891
2013-09-01 836.4342444372
2013-10-01 834.7808590605
2013-11-01 836.2907241376
2013-12-01 836.2882983350
2014-01-01 839.2690674078
2014-02-01 839.1481886292
2014-03-01 840.8732536223
2014-04-01 842.5243606780
2014-05-01 843.4508585169
2014-06-01 844.7277861103
2014-07-01 847.0272189241
2014-08-01 847.6590152429
2014-09-01 849.9493811365
2014-10-01 852.2547560398
2014-11-01 852.4453049467
2014-12-01 852.7507423706
2015-01-01 853.1684150263
2015-02-01 852.9672291278
2015-03-01 853.5040707000
2015-04-01 854.7192947977
2015-05-01 856.1911604683
2015-06-01 858.8202326697
2015-07-01 856.7617466341
2015-08-01 857.6569016392
2015-09-01 857.0728319919
2015-10-01 860.7599473322
2015-11-01 860.5213317745
2015-12-01 862.8804301265
2016-01-01 861.8268117385
2016-02-01 864.4044019289
2016-03-01 866.8783325663
2016-04-01 869.8781455374
2016-05-01 870.0394137400
2016-06-01 872.6810652503
2016-07-01 876.7880254212
2016-08-01 876.7058159730
2016-09-01 881.3813572361
2016-10-01 877.8951202997
2016-11-01 879.0105554846
2016-12-01 880.3285480289
2017-01-01 881.5819799220
2017-02-01 882.6455007419
2017-03-01 883.8975050886
2017-04-01 883.7400007311
2017-05-01 886.0239546037
2017-06-01 885.1729069752
2017-07-01 887.9444992158
2017-08-01 888.8740152377
2017-09-01 890.5149284750
2017-10-01 890.7869707121
2017-11-01 892.6537613411
2017-12-01 894.7897106319
2018-01-01 895.3804019487
2018-02-01 899.0310856539
2018-03-01 898.9047661885
2018-04-01 901.2846408029
2018-05-01 903.6347482615
2018-06-01 906.9625955841
2018-07-01 906.2110731268
2018-08-01 907.7891297220
2018-09-01 908.8907295596
2018-10-01 911.0840973710
2018-11-01 910.7805654623
2018-12-01 909.0425502510
2019-01-01 915.6010588312
2019-02-01 915.3204459001
2019-03-01 918.3019804824
2019-04-01 921.2848860115
2019-05-01 921.6739508264
2019-06-01 922.0620002523
2019-07-01 922.4445004737
2019-08-01 925.3464384047
2019-09-01 926.2974222752
2019-10-01 928.6727014818
2019-11-01 931.4531835422
2019-12-01 932.6082605131
2020-01-01 934.5857949131
2020-02-01 935.8317826853
2020-03-01 927.7925210652
2020-04-01 781.8321379802
2020-05-01 787.2863367342
2020-06-01 807.1872195785
2020-07-01 821.3249991056
2020-08-01 827.1665487860
2020-09-01 831.8948856648
2020-10-01 840.8791813087
2020-11-01 841.8178124101
2020-12-01 831.4515052360
2021-01-01 839.5621052361
2021-02-01 841.0475556391
2021-03-01 851.6762672736
2021-04-01 855.5048198820
2021-05-01 860.1418760342
2021-06-01 865.3379893849
2021-07-01 872.5636122180
2021-08-01 876.2366559742
2021-09-01 875.8279096613
2021-10-01 886.9425121438
2021-11-01 893.7787177593
2021-12-01 900.0970677146
2022-01-01 900.3714824011
2022-02-01 906.7011844045
2022-03-01 911.0085689354
2022-04-01 916.1174993105
2022-05-01 919.5049449478
2022-06-01 920.7678762832
2022-07-01 925.7537489844
2022-08-01 927.3157479946
2022-09-01 928.6035357090
2022-10-01 930.4323957120
2022-11-01 931.6089170316
2022-12-01 932.6624267466
2023-01-01 938.1186414984
2023-02-01 939.0010884693
2023-03-01 942.4734428340
2023-04-01 941.5194210162
2023-05-01 944.2187836589
2023-06-01 945.0946081578
2023-07-01 946.0856818907
2023-08-01 945.3904562085
2023-09-01 949.6845736408
2023-10-01 949.5373191517
2023-11-01 949.6369300662
2023-12-01 951.1913818996
2024-01-01 949.8457081601
2024-02-01 954.2263684291
2024-03-01 953.5910662119
2024-04-01 954.5723391434
2024-05-01 954.6625238785
2024-06-01 955.9059407900
2024-07-01 953.2923454716
2024-08-01 956.4093709897
2024-09-01 957.3281197386
2024-10-01 958.8534975535
2024-11-01 960.8864891890
2024-12-01 961.9760944019
2025-01-01 966.8052162332
2025-02-01 967.5997779834
2025-03-01 968.8376282843
2025-04-01 967.6800850695
2025-05-01 967.8765040858
2025-06-01 968.6653290020
2025-07-01 968.3481161223
2025-08-01 969.7276295777
2025-09-01 968.1441167774
2025-10-01 967.6372700051
2025-11-01 966.8631533100
2025-12-01 968.3058378902
2026-01-01 969.8842052328
2026-02-01 965.3180804682
2026-03-01 965.6349693645
2026-04-01 968.2764299305
2026-05-01 968.1333335952
2026-06-01 970.5409691441
2026-07-01 973.0824765283
2026-08-01 974.6193425174
2026-09-01 969.3232083082

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