Table Data - All Employees: Professional and Business Services: Employment Services in Pennsylvania

Title All Employees: Professional and Business Services: Employment Services in Pennsylvania
Series ID SMU42000006056130001SA
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 2026-07-01
Last Updated 2026-08-21 6:44 PM 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 50.0384040598960
1990-02-01 50.2941185986782
1990-03-01 50.5250394970944
1990-04-01 49.7303350374068
1990-05-01 49.6295490667191
1990-06-01 50.2059863444730
1990-07-01 49.0069508059630
1990-08-01 48.6887382538494
1990-09-01 48.3051636273510
1990-10-01 47.7465222277594
1990-11-01 47.9356456545191
1990-12-01 47.9180666521438
1991-01-01 46.7384904496056
1991-02-01 46.1300527648664
1991-03-01 46.3295688215030
1991-04-01 46.1256509106651
1991-05-01 46.2746067366663
1991-06-01 46.2101404742594
1991-07-01 45.3871827268009
1991-08-01 45.8401676169077
1991-09-01 45.9917510521345
1991-10-01 46.2311855285684
1991-11-01 46.1874210371740
1991-12-01 46.8843626858989
1992-01-01 48.5299223008277
1992-02-01 48.0861587766041
1992-03-01 47.8199843777838
1992-04-01 48.8501443325065
1992-05-01 48.7956080743275
1992-06-01 49.3342652584865
1992-07-01 50.5435139398730
1992-08-01 50.9160257241373
1992-09-01 51.6452932941830
1992-10-01 51.3669047735820
1992-11-01 51.4840094335708
1992-12-01 51.3238954230369
1993-01-01 52.2539275607254
1993-02-01 52.6481789247226
1993-03-01 52.4115181533232
1993-04-01 52.5940248360612
1993-05-01 53.2635046065711
1993-06-01 53.2396248941822
1993-07-01 54.0058714171964
1993-08-01 54.0615557603381
1993-09-01 54.2778886869247
1993-10-01 55.5709071539109
1993-11-01 56.4150856468103
1993-12-01 57.1386520324906
1994-01-01 56.6981112491282
1994-02-01 58.6226140375996
1994-03-01 61.3187757761666
1994-04-01 61.4102598714574
1994-05-01 61.7612471000168
1994-06-01 62.6504597604747
1994-07-01 63.4061489685594
1994-08-01 63.7690065906602
1994-09-01 64.5229686779468
1994-10-01 64.4738773382206
1994-11-01 65.0536937601853
1994-12-01 65.9756727845717
1995-01-01 65.6873018027901
1995-02-01 66.1365115027415
1995-03-01 66.1304968352198
1995-04-01 65.6281251584982
1995-05-01 66.2286367388919
1995-06-01 66.9125828127883
1995-07-01 67.1933382876530
1995-08-01 69.4368417027615
1995-09-01 69.4693892868175
1995-10-01 70.7743523610362
1995-11-01 71.1907458140714
1995-12-01 71.8085141830711
1996-01-01 69.3868944594549
1996-02-01 73.3284353808671
1996-03-01 72.4488656262180
1996-04-01 76.5191555789455
1996-05-01 76.6943090853517
1996-06-01 77.4797428167613
1996-07-01 77.5949192458036
1996-08-01 78.0701235717127
1996-09-01 78.2748640647515
1996-10-01 79.0584951953802
1996-11-01 79.9369716404114
1996-12-01 79.9572043552748
1997-01-01 81.2793420426128
1997-02-01 81.3701767024508
1997-03-01 81.4188350194874
1997-04-01 85.4438333899053
1997-05-01 86.2641743551935
1997-06-01 87.5519139554672
1997-07-01 88.8153842376155
1997-08-01 89.3177158983564
1997-09-01 90.3440043856669
1997-10-01 92.2093785975323
1997-11-01 93.1695411725999
1997-12-01 94.2359094094817
1998-01-01 93.7233300178832
1998-02-01 94.8853198787781
1998-03-01 94.7980360781973
1998-04-01 94.7943850398047
1998-05-01 96.5209886237974
1998-06-01 96.5958767645965
1998-07-01 96.3951328013952
1998-08-01 96.5689780851744
1998-09-01 96.1625768341532
1998-10-01 96.5430421674897
1998-11-01 97.0438554473670
1998-12-01 97.6384531213371
1999-01-01 98.9849187130609
1999-02-01 100.8494302161150
1999-03-01 100.9716484853800
1999-04-01 97.9507262502832
1999-05-01 96.3179040904022
1999-06-01 97.5340039511918
1999-07-01 98.4688596811895
1999-08-01 98.7341560561917
1999-09-01 99.2220862029838
1999-10-01 98.7509011953366
1999-11-01 98.7759297186026
1999-12-01 100.5632027510630
2000-01-01 103.8770479007960
2000-02-01 103.4297182732800
2000-03-01 104.6065179330650
2000-04-01 103.4906581201490
2000-05-01 102.6737034288180
2000-06-01 103.3198411185060
2000-07-01 105.8048086422300
2000-08-01 102.8646124025650
2000-09-01 102.7363724929290
2000-10-01 101.2865582674670
2000-11-01 100.6585728463860
2000-12-01 100.9603800294830
2001-01-01 100.9189072713900
2001-02-01 100.0881766889930
2001-03-01 98.7582666308924
2001-04-01 98.3399954611563
2001-05-01 97.7445817714109
2001-06-01 96.7799503396042
2001-07-01 90.5156264423791
2001-08-01 89.9639036201322
2001-09-01 89.6175681483935
2001-10-01 88.3738367523889
2001-11-01 86.5696082506055
2001-12-01 84.5995572910748
2002-01-01 83.1245201704520
2002-02-01 82.4333106005897
2002-03-01 83.5625000981968
2002-04-01 84.9585097814179
2002-05-01 85.2957813762514
2002-06-01 85.8397301027612
2002-07-01 84.8940877242805
2002-08-01 85.5077929020539
2002-09-01 84.6976694211668
2002-10-01 84.2687819327443
2002-11-01 84.5800839536537
2002-12-01 84.1714018299900
2003-01-01 82.6345628437159
2003-02-01 79.8421880302014
2003-03-01 81.4944404816095
2003-04-01 81.2983227839256
2003-05-01 81.6903366817242
2003-06-01 80.8148056306915
2003-07-01 81.0231582628440
2003-08-01 81.8729554104330
2003-09-01 82.9292775098121
2003-10-01 83.9791844293041
2003-11-01 84.7018376210312
2003-12-01 85.6060713375253
2004-01-01 86.8652947109976
2004-02-01 87.7183598815268
2004-03-01 88.5934153751059
2004-04-01 88.2720145040652
2004-05-01 89.0224108253508
2004-06-01 89.8635210074759
2004-07-01 90.7099172691202
2004-08-01 90.3324565227267
2004-09-01 90.1786051725725
2004-10-01 91.3357831266021
2004-11-01 91.1705025577659
2004-12-01 91.6628072687666
2005-01-01 94.5512814594497
2005-02-01 94.9159741383698
2005-03-01 92.7089784889765
2005-04-01 94.2807498528121
2005-05-01 93.3629090314582
2005-06-01 93.8511085689003
2005-07-01 94.4233392772034
2005-08-01 94.1860517456008
2005-09-01 94.4921124549625
2005-10-01 94.7456737150809
2005-11-01 94.8263849707639
2005-12-01 94.7760802034904
2006-01-01 94.2569297373016
2006-02-01 94.7222627086339
2006-03-01 94.6864512507356
2006-04-01 94.1352250574090
2006-05-01 95.1913124392921
2006-06-01 95.5703664443826
2006-07-01 95.6631563282442
2006-08-01 96.4621126611698
2006-09-01 97.0178955403242
2006-10-01 97.3761938942903
2006-11-01 97.8297937644253
2006-12-01 97.7961082690558
2007-01-01 97.6948856524665
2007-02-01 98.0496293169652
2007-03-01 99.0786029216726
2007-04-01 99.4059059975359
2007-05-01 100.0296412288560
2007-06-01 100.7018564985780
2007-07-01 99.8979553237516
2007-08-01 99.4954423756117
2007-09-01 99.6914238225645
2007-10-01 97.8814872160489
2007-11-01 98.3380367887260
2007-12-01 98.8550734848097
2008-01-01 98.3088760746319
2008-02-01 97.2151127008890
2008-03-01 96.2389241727970
2008-04-01 96.0874995011993
2008-05-01 94.9929581547757
2008-06-01 92.6339833728091
2008-07-01 94.5738488669932
2008-08-01 94.0453242765256
2008-09-01 92.2666989425137
2008-10-01 88.4168183654467
2008-11-01 85.1638924407784
2008-12-01 82.8815716424190
2009-01-01 80.2988003840895
2009-02-01 78.2444958891290
2009-03-01 75.8366297714743
2009-04-01 73.1670326369656
2009-05-01 73.0977104633285
2009-06-01 72.4302600700482
2009-07-01 72.5226563751877
2009-08-01 73.9362240465125
2009-09-01 74.7968092740712
2009-10-01 76.7641723187827
2009-11-01 78.2388256978193
2009-12-01 79.3358277848374
2010-01-01 81.0078738200562
2010-02-01 82.1031016492772
2010-03-01 84.4315743575109
2010-04-01 87.6199800526525
2010-05-01 87.7635595038666
2010-06-01 88.8868277956843
2010-07-01 89.4931198073800
2010-08-01 90.2788339270970
2010-09-01 91.4994708617455
2010-10-01 93.4560259064090
2010-11-01 95.3198676882463
2010-12-01 98.2505415330441
2011-01-01 97.6921226384981
2011-02-01 99.1981436083236
2011-03-01 99.5255500231016
2011-04-01 100.6041786204440
2011-05-01 101.1232453131520
2011-06-01 101.1313471749630
2011-07-01 101.3747803513240
2011-08-01 101.9699868998940
2011-09-01 104.3098818774210
2011-10-01 101.2737920738110
2011-11-01 100.6850881724250
2011-12-01 100.7082077302550
2012-01-01 100.9381688596870
2012-02-01 100.5003434483670
2012-03-01 100.5506582349920
2012-04-01 99.9069555530800
2012-05-01 100.0186117713090
2012-06-01 99.7998126830092
2012-07-01 100.6954799660640
2012-08-01 100.1838483843350
2012-09-01 102.0114435703830
2012-10-01 99.6574970629254
2012-11-01 98.2958436860285
2012-12-01 99.9615691221765
2013-01-01 100.5043878748270
2013-02-01 101.5438946697310
2013-03-01 101.1660054242250
2013-04-01 100.2430587509270
2013-05-01 101.4081026002230
2013-06-01 103.0246735623050
2013-07-01 105.4229631207320
2013-08-01 106.9115587691270
2013-09-01 104.0894529106980
2013-10-01 103.8799939188830
2013-11-01 104.0840928371130
2013-12-01 103.5760899468090
2014-01-01 103.1457969920270
2014-02-01 103.4284036910460
2014-03-01 105.2906228527290
2014-04-01 107.2529288908740
2014-05-01 108.7981128573390
2014-06-01 109.8808966722410
2014-07-01 109.6871728369460
2014-08-01 111.8922947746660
2014-09-01 111.6246317411860
2014-10-01 112.1539609042080
2014-11-01 114.1766005025200
2014-12-01 115.5569562361150
2015-01-01 116.1585637571340
2015-02-01 116.3533338488000
2015-03-01 116.4904822323820
2015-04-01 115.4271064090420
2015-05-01 115.6575195014470
2015-06-01 115.9810567711180
2015-07-01 116.4838097952970
2015-08-01 116.4758863070780
2015-09-01 116.7197096205560
2015-10-01 120.0786726450650
2015-11-01 121.5203398666680
2015-12-01 123.6310619895740
2016-01-01 118.8159801799610
2016-02-01 117.9467197569080
2016-03-01 116.9650978957740
2016-04-01 118.3365540024940
2016-05-01 116.9813071214480
2016-06-01 115.3306943096440
2016-07-01 117.9465602867850
2016-08-01 116.6605983762530
2016-09-01 119.7233737942210
2016-10-01 118.8201169323480
2016-11-01 117.4189049801790
2016-12-01 118.6217485013710
2017-01-01 119.0071877400990
2017-02-01 117.7702131206850
2017-03-01 117.4693833625630
2017-04-01 116.5201013696920
2017-05-01 117.6112042301030
2017-06-01 116.8498712827990
2017-07-01 116.8246706931920
2017-08-01 116.7139029009390
2017-09-01 119.0080708011770
2017-10-01 115.8719711218630
2017-11-01 116.5273188489680
2017-12-01 116.5736356679800
2018-01-01 117.3474872037990
2018-02-01 117.4289680284370
2018-03-01 118.2118875055970
2018-04-01 119.3175464412920
2018-05-01 118.8018108206580
2018-06-01 118.1143483616530
2018-07-01 117.5349387580890
2018-08-01 118.0280933529400
2018-09-01 118.4509591966380
2018-10-01 118.1973765727240
2018-11-01 117.1122421957700
2018-12-01 116.9855224308910
2019-01-01 117.9207299473850
2019-02-01 118.7431844911670
2019-03-01 119.5132547830600
2019-04-01 119.9550821222220
2019-05-01 120.0582673858940
2019-06-01 120.1011307232520
2019-07-01 120.8934668455980
2019-08-01 123.2747568491370
2019-09-01 120.3375988075360
2019-10-01 119.3972293056820
2019-11-01 120.5367100017340
2019-12-01 120.0763443366150
2020-01-01 117.9709200064820
2020-02-01 117.8331795335210
2020-03-01 116.6507698728950
2020-04-01 83.9422025090568
2020-05-01 85.1686731452962
2020-06-01 91.2666477935285
2020-07-01 92.1090771682135
2020-08-01 95.2011433392262
2020-09-01 93.4703907262868
2020-10-01 100.9077619723240
2020-11-01 103.6739172067670
2020-12-01 105.5874243897130
2021-01-01 107.2108291849110
2021-02-01 108.4028201481020
2021-03-01 109.1242492338840
2021-04-01 108.9818610357390
2021-05-01 107.9403976433120
2021-06-01 110.9528348843910
2021-07-01 111.9361036971260
2021-08-01 112.1577716915370
2021-09-01 109.8058874978370
2021-10-01 114.7029475922190
2021-11-01 115.9361385355700
2021-12-01 117.6074758662040
2022-01-01 118.9814801478340
2022-02-01 122.6842706255820
2022-03-01 122.0418796549850
2022-04-01 121.7270596946550
2022-05-01 121.1044632720140
2022-06-01 122.2938796368510
2022-07-01 119.5396113436510
2022-08-01 118.9786120051110
2022-09-01 117.1877206226930
2022-10-01 117.6425878615330
2022-11-01 115.0756715592910
2022-12-01 114.6599283473560
2023-01-01 114.5012767770480
2023-02-01 113.3571598901500
2023-03-01 111.9514734877310
2023-04-01 111.7902250119430
2023-05-01 110.3537003751250
2023-06-01 108.7520729682980
2023-07-01 109.1910096333650
2023-08-01 107.6350031079990
2023-09-01 107.4991857055770
2023-10-01 106.0821490583680
2023-11-01 107.5879248830270
2023-12-01 104.5168881974820
2024-01-01 104.1367231235830
2024-02-01 103.5022987312970
2024-03-01 104.1525782314920
2024-04-01 103.4886494719040
2024-05-01 103.2214324066310
2024-06-01 101.6017274926970
2024-07-01 102.4872894792330
2024-08-01 103.0840228572410
2024-09-01 104.2375472835420
2024-10-01 103.1259454353230
2024-11-01 104.2113800567790
2024-12-01 103.5326861884980
2025-01-01 102.9527370208080
2025-02-01 103.2886683362750
2025-03-01 103.3420325856000
2025-04-01 102.7154658686850
2025-05-01 103.8721649467170
2025-06-01 103.8917713441700
2025-07-01 102.0310152388800
2025-08-01 100.5412668718060
2025-09-01 103.2996346416240
2025-10-01 105.7451949105190
2025-11-01 103.9762226705260
2025-12-01 106.1664537315230
2026-01-01 107.1046371676090
2026-02-01 107.4722134833840
2026-03-01 108.0453608543070
2026-04-01 110.4576258249160
2026-05-01 110.5178060532100
2026-06-01 110.6717347709860
2026-07-01 112.9233617929290

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