Table Data - All Employees: Construction: Building Equipment Contractors in Pennsylvania

Title All Employees: Construction: Building Equipment Contractors in Pennsylvania
Series ID SMU42000002023820001SA
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 2003-01-01 to 2026-05-01
Last Updated 2026-06-24 10:05 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
2003-01-01 73.2883139609238
2003-02-01 73.4785546292542
2003-03-01 72.8746503326686
2003-04-01 72.4897073397548
2003-05-01 72.0316769820749
2003-06-01 71.6128697531578
2003-07-01 72.1515740248924
2003-08-01 72.4042366119395
2003-09-01 71.9225607265830
2003-10-01 71.2927357871132
2003-11-01 71.7697338578193
2003-12-01 71.0909687157005
2004-01-01 71.0830586290132
2004-02-01 70.4799876848650
2004-03-01 70.4687142805678
2004-04-01 70.0754037212474
2004-05-01 69.8220466338050
2004-06-01 70.0227099479482
2004-07-01 69.7969873750673
2004-08-01 69.5042001793049
2004-09-01 70.3190644393255
2004-10-01 69.3586831086069
2004-11-01 69.1703982345994
2004-12-01 69.5017088492452
2005-01-01 69.7656690028496
2005-02-01 69.6897691824499
2005-03-01 69.0924078844381
2005-04-01 70.4242368427184
2005-05-01 70.8091201133660
2005-06-01 71.0373422040342
2005-07-01 71.0767489084260
2005-08-01 71.2929734075312
2005-09-01 71.2354300731208
2005-10-01 71.8967119739918
2005-11-01 72.0755469300585
2005-12-01 72.4016341792950
2006-01-01 72.1544725021433
2006-02-01 72.6791879616544
2006-03-01 72.6587888030957
2006-04-01 72.3332185067877
2006-05-01 72.7922443321875
2006-06-01 72.6420330662700
2006-07-01 73.0792399571637
2006-08-01 73.3966493294377
2006-09-01 73.6725018569350
2006-10-01 73.6311627360418
2006-11-01 73.1556398764221
2006-12-01 74.1098342503862
2007-01-01 74.6520635679484
2007-02-01 74.5549251418591
2007-03-01 75.3274908431204
2007-04-01 75.2188850323107
2007-05-01 74.5697582142463
2007-06-01 75.3547690935152
2007-07-01 75.0562250333141
2007-08-01 75.2061822875634
2007-09-01 75.3380808173801
2007-10-01 75.5226904672805
2007-11-01 75.1381775562585
2007-12-01 74.9149123266090
2008-01-01 74.7268258938090
2008-02-01 74.8335283352623
2008-03-01 74.3586338770047
2008-04-01 74.7668981305074
2008-05-01 74.4541619486535
2008-06-01 74.3638396266429
2008-07-01 74.5130791055751
2008-08-01 74.4498170380495
2008-09-01 73.9484395686616
2008-10-01 73.4556727393541
2008-11-01 73.0073913864818
2008-12-01 72.4382122625112
2009-01-01 71.3751912890846
2009-02-01 70.8833050038760
2009-03-01 69.3291341636598
2009-04-01 67.8351037403954
2009-05-01 67.9681461912079
2009-06-01 67.3780419675521
2009-07-01 66.3241140395982
2009-08-01 65.7076808775911
2009-09-01 65.5721414329675
2009-10-01 65.6199491966708
2009-11-01 64.5157456089077
2009-12-01 63.8568818166754
2010-01-01 63.7041100929849
2010-02-01 63.0978410209342
2010-03-01 63.3441256115920
2010-04-01 63.4582411025715
2010-05-01 63.5992409130238
2010-06-01 63.5840822244548
2010-07-01 63.7413859881995
2010-08-01 63.6759536706812
2010-09-01 63.3842504857131
2010-10-01 63.3377149049049
2010-11-01 63.9361712515708
2010-12-01 64.2999018088892
2011-01-01 64.3328848560324
2011-02-01 64.0806099959806
2011-03-01 65.3475788298513
2011-04-01 65.1791916682691
2011-05-01 64.9404649711843
2011-06-01 64.6059747717976
2011-07-01 64.5086435896503
2011-08-01 64.5249482186397
2011-09-01 64.3483065256712
2011-10-01 64.6502003897663
2011-11-01 65.0823598830188
2011-12-01 65.1166385329834
2012-01-01 65.3568637308554
2012-02-01 65.7683435225232
2012-03-01 65.3871582891064
2012-04-01 64.8631161975918
2012-05-01 64.5047406435851
2012-06-01 64.4999081613777
2012-07-01 64.4894507200571
2012-08-01 64.3402799598572
2012-09-01 65.2804086245568
2012-10-01 64.5230677435795
2012-11-01 64.3118824156022
2012-12-01 64.5290354774644
2013-01-01 64.7869646947976
2013-02-01 65.9514808102904
2013-03-01 65.9995983587969
2013-04-01 65.5809082401368
2013-05-01 65.7028167191111
2013-06-01 65.2901927177090
2013-07-01 65.9232667078056
2013-08-01 66.5278578273567
2013-09-01 67.2850524558341
2013-10-01 67.0198229187201
2013-11-01 66.5462443065666
2013-12-01 66.0896646138222
2014-01-01 66.2191817122258
2014-02-01 66.3459190404589
2014-03-01 66.3752434218975
2014-04-01 66.6977886199143
2014-05-01 67.2923405722952
2014-06-01 67.3529871346909
2014-07-01 67.7865289575705
2014-08-01 67.4053455724017
2014-09-01 67.6887166742770
2014-10-01 67.5296851644953
2014-11-01 67.6620945824816
2014-12-01 68.0344300306585
2015-01-01 67.9344729386395
2015-02-01 67.9816774032572
2015-03-01 67.7631716183806
2015-04-01 67.8838339717142
2015-05-01 68.2633138571397
2015-06-01 68.9208829379359
2015-07-01 68.8304652656051
2015-08-01 69.5099985141046
2015-09-01 69.5025728148721
2015-10-01 69.8914336880223
2015-11-01 70.1895685196058
2015-12-01 70.1508808342041
2016-01-01 70.3245404345684
2016-02-01 70.0463880670988
2016-03-01 70.6258743284299
2016-04-01 70.7164850608701
2016-05-01 70.3073718091898
2016-06-01 70.3947929271936
2016-07-01 70.9152278833074
2016-08-01 70.8249459253452
2016-09-01 70.7442656074668
2016-10-01 70.8808048155057
2016-11-01 70.8023114898443
2016-12-01 71.7014977401886
2017-01-01 71.9971558258057
2017-02-01 72.3025426431797
2017-03-01 72.3205501537205
2017-04-01 72.7139599970609
2017-05-01 73.0549883219293
2017-06-01 73.1198891507710
2017-07-01 73.0010035444703
2017-08-01 73.0626436196148
2017-09-01 73.1658614492383
2017-10-01 73.2760401393112
2017-11-01 73.3279949362758
2017-12-01 73.5845290066454
2018-01-01 73.2754321399128
2018-02-01 73.3536049581483
2018-03-01 73.3672103378976
2018-04-01 72.9905125808764
2018-05-01 73.4827541248760
2018-06-01 73.8679253672895
2018-07-01 74.0177739647510
2018-08-01 74.3990478256967
2018-09-01 74.9764182149320
2018-10-01 75.3504413089673
2018-11-01 75.3442032231993
2018-12-01 75.0109373513619
2019-01-01 75.6850599798349
2019-02-01 75.7011528694250
2019-03-01 75.9784917932758
2019-04-01 76.2539426617331
2019-05-01 76.5139022982202
2019-06-01 76.5386971534564
2019-07-01 76.5234474237154
2019-08-01 76.2287478641473
2019-09-01 76.0650002615966
2019-10-01 75.9261838934641
2019-11-01 76.1654855011384
2019-12-01 76.2509911297114
2020-01-01 76.7299144926817
2020-02-01 77.1436167920717
2020-03-01 76.6830978834124
2020-04-01 51.1205763246704
2020-05-01 68.1437960318748
2020-06-01 72.1716679399849
2020-07-01 72.3306886530743
2020-08-01 73.3359623575474
2020-09-01 73.7752388966101
2020-10-01 74.2107677643927
2020-11-01 74.5859753464609
2020-12-01 74.8988850330146
2021-01-01 75.0947804648690
2021-02-01 75.3837992816318
2021-03-01 75.7799976622773
2021-04-01 76.1874546440423
2021-05-01 76.3889911216870
2021-06-01 76.5904701833412
2021-07-01 76.9179801497420
2021-08-01 77.0303126418590
2021-09-01 77.5915339231875
2021-10-01 77.9866965718467
2021-11-01 78.2166238941390
2021-12-01 78.3284183886751
2022-01-01 78.1001534123700
2022-02-01 79.0359631398050
2022-03-01 79.4109597573457
2022-04-01 79.6665342324166
2022-05-01 79.5988596194037
2022-06-01 79.6534585561504
2022-07-01 79.9015007738322
2022-08-01 80.1416222564906
2022-09-01 80.2126339458644
2022-10-01 80.0300146061025
2022-11-01 79.7467338959036
2022-12-01 80.4476991683744
2023-01-01 80.5387697792743
2023-02-01 80.7182046866356
2023-03-01 80.6946250801881
2023-04-01 80.4558160384194
2023-05-01 80.4839340672692
2023-06-01 80.6717029613083
2023-07-01 80.5785959791078
2023-08-01 80.6531168504752
2023-09-01 80.4200111273016
2023-10-01 80.4377875491270
2023-11-01 80.2734932399561
2023-12-01 80.6615870480015
2024-01-01 81.0048531490806
2024-02-01 80.8449825087235
2024-03-01 80.8215127446233
2024-04-01 80.6505760364915
2024-05-01 80.6344378022469
2024-06-01 80.8656061560755
2024-07-01 81.1501510060217
2024-08-01 81.1665880444151
2024-09-01 81.4321827384877
2024-10-01 81.6262403832699
2024-11-01 81.8903000968462
2024-12-01 82.2795780528463
2025-01-01 82.4553884149550
2025-02-01 82.7920010524057
2025-03-01 82.9756048253160
2025-04-01 83.0442841610427
2025-05-01 83.1807046848138
2025-06-01 82.9816738559386
2025-07-01 82.8219556179110
2025-08-01 82.7711620560359
2025-09-01 82.9358008865930
2025-10-01 83.7063316241152
2025-11-01 83.8985931231017
2025-12-01 82.9862629146714
2026-01-01 82.2062838983329
2026-02-01 81.9435833011850
2026-03-01 83.3206682532934
2026-04-01 84.9312466559272
2026-05-01 85.4277570154243

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