Table Data - All Employees: Construction: Specialty Trade Contractors in Pennsylvania

Title All Employees: Construction: Specialty Trade Contractors in Pennsylvania
Series ID SMU42000002023800001SA
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 10:38 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
1990-01-01 135.6457250106
1990-02-01 136.6498335970
1990-03-01 138.0888585963
1990-04-01 135.8483955900
1990-05-01 135.9897867446
1990-06-01 135.5362415159
1990-07-01 134.6862564797
1990-08-01 133.5397779103
1990-09-01 132.2726648468
1990-10-01 130.4206345382
1990-11-01 130.6433896501
1990-12-01 129.7084685565
1991-01-01 127.2287633485
1991-02-01 126.5203071005
1991-03-01 125.5301831443
1991-04-01 124.1760290451
1991-05-01 123.9159477623
1991-06-01 123.1276172847
1991-07-01 122.0284797550
1991-08-01 122.1489878480
1991-09-01 121.1843417233
1991-10-01 120.6411584344
1991-11-01 120.0440240829
1991-12-01 119.4069215164
1992-01-01 120.3001011974
1992-02-01 119.6503735565
1992-03-01 119.0721020397
1992-04-01 118.9615029132
1992-05-01 118.4304367963
1992-06-01 118.6056896898
1992-07-01 118.8362546787
1992-08-01 118.8301287417
1992-09-01 118.5410375570
1992-10-01 119.3050716475
1992-11-01 118.2939642166
1992-12-01 118.4055832813
1993-01-01 120.0959431627
1993-02-01 120.6015301946
1993-03-01 116.8913002592
1993-04-01 117.8857518778
1993-05-01 117.9919851660
1993-06-01 116.6064199059
1993-07-01 119.1355374386
1993-08-01 118.2752730239
1993-09-01 119.6791574564
1993-10-01 120.1386910603
1993-11-01 121.0572696793
1993-12-01 122.2437080222
1994-01-01 116.5527399802
1994-02-01 117.5856838407
1994-03-01 119.0016896364
1994-04-01 122.6386832900
1994-05-01 124.0792588233
1994-06-01 123.3159306905
1994-07-01 123.0339448831
1994-08-01 123.4581180199
1994-09-01 125.2650415954
1994-10-01 126.0614632408
1994-11-01 127.3524494417
1994-12-01 128.2227498145
1995-01-01 126.9795166159
1995-02-01 124.0762637193
1995-03-01 126.2209517995
1995-04-01 124.9948725540
1995-05-01 123.5407782299
1995-06-01 123.1794741794
1995-07-01 122.1168533717
1995-08-01 123.6215453862
1995-09-01 124.9355320751
1995-10-01 122.5380246559
1995-11-01 121.4746478811
1995-12-01 120.8577097374
1996-01-01 117.0494627289
1996-02-01 121.5894942203
1996-03-01 123.0203005333
1996-04-01 123.5213073951
1996-05-01 125.9199850246
1996-06-01 127.2338660248
1996-07-01 127.6701692394
1996-08-01 128.4172859120
1996-09-01 128.7533758544
1996-10-01 129.2948480670
1996-11-01 130.3789176265
1996-12-01 129.2074629643
1997-01-01 131.6309699650
1997-02-01 132.6275586054
1997-03-01 133.3416839713
1997-04-01 132.6263430356
1997-05-01 131.5277157537
1997-06-01 131.8265365188
1997-07-01 133.1313621084
1997-08-01 133.2883244115
1997-09-01 133.8306455789
1997-10-01 134.5112125103
1997-11-01 134.8939891892
1997-12-01 135.0084141972
1998-01-01 135.6237229053
1998-02-01 135.5842713710
1998-03-01 135.4064635871
1998-04-01 137.2599610761
1998-05-01 136.9306527899
1998-06-01 137.6380256904
1998-07-01 139.5541104799
1998-08-01 139.5070392645
1998-09-01 140.0646239895
1998-10-01 141.4376084912
1998-11-01 142.0629435795
1998-12-01 144.0867503531
1999-01-01 142.5899790125
1999-02-01 145.2450307332
1999-03-01 144.9671923097
1999-04-01 146.7613237667
1999-05-01 147.4169783385
1999-06-01 147.8699023295
1999-07-01 147.6606973378
1999-08-01 146.2155496617
1999-09-01 147.8826117746
1999-10-01 148.7944755486
1999-11-01 150.3635020283
1999-12-01 151.0313000759
2000-01-01 153.5667771335
2000-02-01 151.9170627537
2000-03-01 157.8181554782
2000-04-01 157.6707643131
2000-05-01 157.9150145676
2000-06-01 157.9900165752
2000-07-01 157.2387351149
2000-08-01 157.4070265702
2000-09-01 158.2946591999
2000-10-01 157.5287377499
2000-11-01 156.9288172076
2000-12-01 156.3305203351
2001-01-01 158.0717181241
2001-02-01 158.7113265998
2001-03-01 159.4135912506
2001-04-01 157.0666516932
2001-05-01 157.5462527480
2001-06-01 157.9519075139
2001-07-01 157.2540208636
2001-08-01 157.2216649195
2001-09-01 157.3006367885
2001-10-01 156.5525126440
2001-11-01 155.9622309422
2001-12-01 157.5293406101
2002-01-01 156.4641255182
2002-02-01 157.1462042377
2002-03-01 157.2771111643
2002-04-01 156.5200004326
2002-05-01 156.0885074611
2002-06-01 156.1785706113
2002-07-01 156.1971687331
2002-08-01 156.7610283874
2002-09-01 155.1965363775
2002-10-01 155.5588535879
2002-11-01 155.4563833220
2002-12-01 154.5707414340
2003-01-01 154.4739354970
2003-02-01 152.5328712778
2003-03-01 153.4885534396
2003-04-01 153.8561723289
2003-05-01 154.2815451395
2003-06-01 153.4184891428
2003-07-01 154.5262479152
2003-08-01 155.0414155364
2003-09-01 155.3592164313
2003-10-01 155.9527250327
2003-11-01 155.8858753219
2003-12-01 155.5211685788
2004-01-01 155.8099426599
2004-02-01 154.7532982103
2004-03-01 156.9804703057
2004-04-01 156.2164992134
2004-05-01 156.1578959005
2004-06-01 156.5980564265
2004-07-01 156.8921258471
2004-08-01 155.7786381017
2004-09-01 156.8060675838
2004-10-01 156.5182102450
2004-11-01 156.4287772935
2004-12-01 158.1705641761
2005-01-01 156.3892535461
2005-02-01 155.9019395588
2005-03-01 154.0053912387
2005-04-01 158.1288418123
2005-05-01 159.1085015905
2005-06-01 159.3818202079
2005-07-01 159.8132244662
2005-08-01 160.0664197125
2005-09-01 160.1033524824
2005-10-01 159.5991157477
2005-11-01 161.2979678460
2005-12-01 160.9747287061
2006-01-01 161.6174859483
2006-02-01 162.6588798459
2006-03-01 163.2089468998
2006-04-01 162.7312264692
2006-05-01 162.5422403979
2006-06-01 161.9307599674
2006-07-01 161.4631649254
2006-08-01 162.6807369130
2006-09-01 163.0958643758
2006-10-01 162.8000033773
2006-11-01 162.6692897886
2006-12-01 165.3020918499
2007-01-01 166.1232653261
2007-02-01 162.5030328779
2007-03-01 164.9221163729
2007-04-01 164.7875529134
2007-05-01 165.1037633082
2007-06-01 166.2644305601
2007-07-01 166.4433991274
2007-08-01 166.1755753379
2007-09-01 166.5202311402
2007-10-01 166.8117746995
2007-11-01 165.8249164809
2007-12-01 165.0387844700
2008-01-01 165.4831776307
2008-02-01 163.9867517599
2008-03-01 163.2740745415
2008-04-01 164.0456371792
2008-05-01 163.1386576825
2008-06-01 163.1136176894
2008-07-01 162.2511147608
2008-08-01 161.4594731479
2008-09-01 159.4367016795
2008-10-01 158.2196027937
2008-11-01 155.8470324270
2008-12-01 153.8560637442
2009-01-01 150.8240895809
2009-02-01 150.8357413262
2009-03-01 147.6831496050
2009-04-01 143.1087938877
2009-05-01 142.1024548661
2009-06-01 140.4606881849
2009-07-01 139.0389954103
2009-08-01 137.6386479698
2009-09-01 137.1850958169
2009-10-01 137.3207118745
2009-11-01 135.4519746833
2009-12-01 135.5224255025
2010-01-01 134.2467113292
2010-02-01 132.2703324140
2010-03-01 133.3928654377
2010-04-01 135.4309711960
2010-05-01 134.2771370554
2010-06-01 134.3942130272
2010-07-01 135.4083827482
2010-08-01 135.2486368013
2010-09-01 134.8218836207
2010-10-01 134.8599025645
2010-11-01 136.3438111583
2010-12-01 135.8941919999
2011-01-01 135.4001904162
2011-02-01 136.1252968967
2011-03-01 137.3440152521
2011-04-01 137.2490098457
2011-05-01 137.4837776348
2011-06-01 137.3738354990
2011-07-01 137.1746361180
2011-08-01 137.5925240779
2011-09-01 137.2209891725
2011-10-01 138.4765849507
2011-11-01 139.5085648672
2011-12-01 139.9563538800
2012-01-01 140.6735492350
2012-02-01 141.8185408444
2012-03-01 140.5902660297
2012-04-01 138.3375501271
2012-05-01 135.9350812360
2012-06-01 137.2451016926
2012-07-01 136.1867009630
2012-08-01 135.9644878344
2012-09-01 137.7013214229
2012-10-01 136.8066704097
2012-11-01 136.5193706636
2012-12-01 137.3830841733
2013-01-01 138.1086423163
2013-02-01 140.2349977455
2013-03-01 139.4931018529
2013-04-01 138.4843921457
2013-05-01 138.3038893747
2013-06-01 138.3252145996
2013-07-01 139.0523891290
2013-08-01 140.0665604213
2013-09-01 140.7889882237
2013-10-01 140.0518818212
2013-11-01 139.4938554603
2013-12-01 136.8919798722
2014-01-01 139.1741019560
2014-02-01 138.5760783935
2014-03-01 138.6888408924
2014-04-01 141.0700014048
2014-05-01 141.7184382588
2014-06-01 142.0866809880
2014-07-01 143.1734644154
2014-08-01 143.1503774744
2014-09-01 143.5899757446
2014-10-01 143.5961989546
2014-11-01 144.0212963119
2014-12-01 144.0444196497
2015-01-01 143.1001705437
2015-02-01 143.2907024236
2015-03-01 141.7808058243
2015-04-01 144.2160921575
2015-05-01 145.2229059287
2015-06-01 146.3098197958
2015-07-01 146.2333023630
2015-08-01 147.2829302285
2015-09-01 147.6300819963
2015-10-01 148.7098883493
2015-11-01 149.0408777749
2015-12-01 149.5250324736
2016-01-01 149.0526525826
2016-02-01 148.0833519485
2016-03-01 149.2607748246
2016-04-01 149.5754254118
2016-05-01 148.5321904173
2016-06-01 148.1424334800
2016-07-01 149.1350996175
2016-08-01 148.6561817635
2016-09-01 148.3336396364
2016-10-01 148.1462010384
2016-11-01 148.6667323723
2016-12-01 149.2346179420
2017-01-01 150.4531134777
2017-02-01 151.9472851114
2017-03-01 150.0341659520
2017-04-01 151.4997352179
2017-05-01 152.7325488477
2017-06-01 152.8340392916
2017-07-01 152.1297866159
2017-08-01 152.0714504026
2017-09-01 152.3543317968
2017-10-01 152.4991928350
2017-11-01 152.8262085949
2017-12-01 152.8005236452
2018-01-01 150.8794355543
2018-02-01 153.0389200196
2018-03-01 152.7580658542
2018-04-01 152.0914349914
2018-05-01 153.1794739599
2018-06-01 154.4672520431
2018-07-01 154.7095357673
2018-08-01 155.0682597157
2018-09-01 155.5042246087
2018-10-01 157.2496032114
2018-11-01 157.0521465416
2018-12-01 157.3193857837
2019-01-01 157.9626394069
2019-02-01 157.8327955160
2019-03-01 157.8068245456
2019-04-01 158.8962269832
2019-05-01 159.0611537156
2019-06-01 158.9853880183
2019-07-01 159.0377162012
2019-08-01 159.4591605645
2019-09-01 159.8225467158
2019-10-01 159.1084438999
2019-11-01 159.2821038067
2019-12-01 158.8611640671
2020-01-01 160.2489123764
2020-02-01 160.6987545044
2020-03-01 160.1948540553
2020-04-01 98.5423179427
2020-05-01 138.2205042387
2020-06-01 147.4334461668
2020-07-01 148.6327578873
2020-08-01 150.5456837950
2020-09-01 151.8295850026
2020-10-01 152.8074690274
2020-11-01 153.7000044804
2020-12-01 154.8943502493
2021-01-01 154.7658499330
2021-02-01 152.8359538192
2021-03-01 155.8176365863
2021-04-01 156.8254781141
2021-05-01 156.3744305098
2021-06-01 156.5868946644
2021-07-01 157.7350194534
2021-08-01 158.1322300014
2021-09-01 158.3523248985
2021-10-01 159.5017891018
2021-11-01 160.2146753388
2021-12-01 161.7021191734
2022-01-01 159.6860785449
2022-02-01 161.7639799634
2022-03-01 162.6400591117
2022-04-01 163.2238308259
2022-05-01 163.2722248049
2022-06-01 162.7056846087
2022-07-01 162.8869671692
2022-08-01 162.6026179653
2022-09-01 162.8888793146
2022-10-01 162.4433689143
2022-11-01 162.5160613473
2022-12-01 163.1699529714
2023-01-01 163.8065555184
2023-02-01 165.3148120502
2023-03-01 163.5403897492
2023-04-01 163.9837887932
2023-05-01 163.3544522187
2023-06-01 163.8386242702
2023-07-01 163.3041128692
2023-08-01 163.1243717327
2023-09-01 163.1606450680
2023-10-01 162.9672609229
2023-11-01 162.9667652214
2023-12-01 163.2634999673
2024-01-01 163.3597568753
2024-02-01 164.9294832638
2024-03-01 163.8131650250
2024-04-01 163.2043407007
2024-05-01 163.5459922887
2024-06-01 164.0620475200
2024-07-01 163.8950064744
2024-08-01 163.6532216004
2024-09-01 163.7531784279
2024-10-01 164.2391847271
2024-11-01 164.2515724128
2024-12-01 164.8156659994
2025-01-01 163.8221963161
2025-02-01 165.5453419299
2025-03-01 166.0046521601
2025-04-01 165.6798865581
2025-05-01 166.2340270473
2025-06-01 166.0225579140
2025-07-01 165.9796997265
2025-08-01 166.2191056400
2025-09-01 165.9872961320
2025-10-01 166.0696046224
2025-11-01 166.6552848140
2025-12-01 165.1272822310
2026-01-01 167.0007033030
2026-02-01 164.4874504837
2026-03-01 165.0715334378
2026-04-01 165.3160959971
2026-05-01 163.6044685540
2026-06-01 165.9311423625
2026-07-01 167.7438578105
2026-08-01 167.1530070491
2026-09-01 167.7428110015

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