{
  "id": "trades-employment",
  "unit": "Thousands of jobs, seasonally adjusted",
  "geography": "United States",
  "period": "January 2010\u2013June 2026",
  "source_series": {
    "electrical_contractors": {
      "file": "elec-emp.json",
      "series_id": "series:dbdc9937044e0de562ec673d",
      "source_series_id": "CES2023821001",
      "name": "All employees, thousands, electrical contractors and other wiring installation contractors, seasonally adjusted",
      "unit": "ALL EMPLOYEES, THOUSANDS",
      "scale": "thousands",
      "seasonal_adjustment": "Seasonally Adjusted",
      "source_release": "bls-ce-snapshot-2026-08-24",
      "latest": "2026-06-01",
      "latest_status": "footnote:P",
      "row_count": 198
    },
    "hvac_contractors": {
      "file": "hvac-emp.json",
      "series_id": "series:344e6fbc1bc1a8b946989c7e",
      "source_series_id": "CES2023822001",
      "name": "All employees, thousands, plumbing, heating, and air-conditioning contractors, seasonally adjusted",
      "unit": "ALL EMPLOYEES, THOUSANDS",
      "scale": "thousands",
      "seasonal_adjustment": "Seasonally Adjusted",
      "source_release": "bls-ce-snapshot-2026-08-24",
      "latest": "2026-06-01",
      "latest_status": "footnote:P",
      "row_count": 198
    }
  },
  "preliminary": {
    "electrical_contractors": [
      {
        "period_start": "2026-06-01",
        "status": "footnote:P"
      }
    ],
    "hvac_contractors": [
      {
        "period_start": "2026-06-01",
        "status": "footnote:P"
      }
    ]
  },
  "series": {
    "electrical_contractors": [
      [
        "2010-01-01",
        732.1
      ],
      [
        "2010-02-01",
        726.2
      ],
      [
        "2010-03-01",
        720.8
      ],
      [
        "2010-04-01",
        717.0
      ],
      [
        "2010-05-01",
        717.7
      ],
      [
        "2010-06-01",
        718.3
      ],
      [
        "2010-07-01",
        716.1
      ],
      [
        "2010-08-01",
        715.4
      ],
      [
        "2010-09-01",
        709.6
      ],
      [
        "2010-10-01",
        711.9
      ],
      [
        "2010-11-01",
        710.6
      ],
      [
        "2010-12-01",
        715.0
      ],
      [
        "2011-01-01",
        714.3
      ],
      [
        "2011-02-01",
        716.5
      ],
      [
        "2011-03-01",
        715.7
      ],
      [
        "2011-04-01",
        716.0
      ],
      [
        "2011-05-01",
        712.7
      ],
      [
        "2011-06-01",
        708.9
      ],
      [
        "2011-07-01",
        720.9
      ],
      [
        "2011-08-01",
        720.2
      ],
      [
        "2011-09-01",
        724.7
      ],
      [
        "2011-10-01",
        720.6
      ],
      [
        "2011-11-01",
        721.9
      ],
      [
        "2011-12-01",
        722.2
      ],
      [
        "2012-01-01",
        726.7
      ],
      [
        "2012-02-01",
        726.7
      ],
      [
        "2012-03-01",
        728.6
      ],
      [
        "2012-04-01",
        725.8
      ],
      [
        "2012-05-01",
        733.6
      ],
      [
        "2012-06-01",
        734.1
      ],
      [
        "2012-07-01",
        733.7
      ],
      [
        "2012-08-01",
        736.1
      ],
      [
        "2012-09-01",
        737.4
      ],
      [
        "2012-10-01",
        742.8
      ],
      [
        "2012-11-01",
        741.7
      ],
      [
        "2012-12-01",
        746.3
      ],
      [
        "2013-01-01",
        747.2
      ],
      [
        "2013-02-01",
        750.5
      ],
      [
        "2013-03-01",
        754.7
      ],
      [
        "2013-04-01",
        756.8
      ],
      [
        "2013-05-01",
        757.2
      ],
      [
        "2013-06-01",
        764.1
      ],
      [
        "2013-07-01",
        767.1
      ],
      [
        "2013-08-01",
        770.8
      ],
      [
        "2013-09-01",
        774.3
      ],
      [
        "2013-10-01",
        775.4
      ],
      [
        "2013-11-01",
        778.4
      ],
      [
        "2013-12-01",
        776.8
      ],
      [
        "2014-01-01",
        779.3
      ],
      [
        "2014-02-01",
        782.0
      ],
      [
        "2014-03-01",
        782.1
      ],
      [
        "2014-04-01",
        787.6
      ],
      [
        "2014-05-01",
        788.8
      ],
      [
        "2014-06-01",
        787.2
      ],
      [
        "2014-07-01",
        786.9
      ],
      [
        "2014-08-01",
        793.2
      ],
      [
        "2014-09-01",
        798.4
      ],
      [
        "2014-10-01",
        803.3
      ],
      [
        "2014-11-01",
        807.3
      ],
      [
        "2014-12-01",
        810.8
      ],
      [
        "2015-01-01",
        812.5
      ],
      [
        "2015-02-01",
        817.3
      ],
      [
        "2015-03-01",
        820.6
      ],
      [
        "2015-04-01",
        824.5
      ],
      [
        "2015-05-01",
        826.4
      ],
      [
        "2015-06-01",
        821.0
      ],
      [
        "2015-07-01",
        824.8
      ],
      [
        "2015-08-01",
        826.6
      ],
      [
        "2015-09-01",
        829.6
      ],
      [
        "2015-10-01",
        832.8
      ],
      [
        "2015-11-01",
        848.0
      ],
      [
        "2015-12-01",
        840.4
      ],
      [
        "2016-01-01",
        844.2
      ],
      [
        "2016-02-01",
        846.1
      ],
      [
        "2016-03-01",
        851.8
      ],
      [
        "2016-04-01",
        854.5
      ],
      [
        "2016-05-01",
        858.7
      ],
      [
        "2016-06-01",
        861.9
      ],
      [
        "2016-07-01",
        867.3
      ],
      [
        "2016-08-01",
        867.6
      ],
      [
        "2016-09-01",
        869.6
      ],
      [
        "2016-10-01",
        871.1
      ],
      [
        "2016-11-01",
        874.5
      ],
      [
        "2016-12-01",
        876.8
      ],
      [
        "2017-01-01",
        881.3
      ],
      [
        "2017-02-01",
        885.7
      ],
      [
        "2017-03-01",
        885.9
      ],
      [
        "2017-04-01",
        888.7
      ],
      [
        "2017-05-01",
        884.4
      ],
      [
        "2017-06-01",
        893.6
      ],
      [
        "2017-07-01",
        896.6
      ],
      [
        "2017-08-01",
        900.8
      ],
      [
        "2017-09-01",
        898.7
      ],
      [
        "2017-10-01",
        901.6
      ],
      [
        "2017-11-01",
        905.6
      ],
      [
        "2017-12-01",
        910.3
      ],
      [
        "2018-01-01",
        909.2
      ],
      [
        "2018-02-01",
        911.1
      ],
      [
        "2018-03-01",
        915.3
      ],
      [
        "2018-04-01",
        915.5
      ],
      [
        "2018-05-01",
        919.8
      ],
      [
        "2018-06-01",
        925.3
      ],
      [
        "2018-07-01",
        928.6
      ],
      [
        "2018-08-01",
        931.8
      ],
      [
        "2018-09-01",
        936.6
      ],
      [
        "2018-10-01",
        941.5
      ],
      [
        "2018-11-01",
        943.3
      ],
      [
        "2018-12-01",
        948.7
      ],
      [
        "2019-01-01",
        955.0
      ],
      [
        "2019-02-01",
        956.0
      ],
      [
        "2019-03-01",
        959.1
      ],
      [
        "2019-04-01",
        961.6
      ],
      [
        "2019-05-01",
        964.3
      ],
      [
        "2019-06-01",
        967.9
      ],
      [
        "2019-07-01",
        970.9
      ],
      [
        "2019-08-01",
        975.4
      ],
      [
        "2019-09-01",
        979.2
      ],
      [
        "2019-10-01",
        986.0
      ],
      [
        "2019-11-01",
        985.5
      ],
      [
        "2019-12-01",
        979.0
      ],
      [
        "2020-01-01",
        982.2
      ],
      [
        "2020-02-01",
        987.1
      ],
      [
        "2020-03-01",
        980.6
      ],
      [
        "2020-04-01",
        845.0
      ],
      [
        "2020-05-01",
        907.1
      ],
      [
        "2020-06-01",
        927.4
      ],
      [
        "2020-07-01",
        935.1
      ],
      [
        "2020-08-01",
        942.8
      ],
      [
        "2020-09-01",
        948.5
      ],
      [
        "2020-10-01",
        955.0
      ],
      [
        "2020-11-01",
        954.5
      ],
      [
        "2020-12-01",
        954.9
      ],
      [
        "2021-01-01",
        956.7
      ],
      [
        "2021-02-01",
        949.9
      ],
      [
        "2021-03-01",
        960.8
      ],
      [
        "2021-04-01",
        961.1
      ],
      [
        "2021-05-01",
        964.6
      ],
      [
        "2021-06-01",
        964.1
      ],
      [
        "2021-07-01",
        970.7
      ],
      [
        "2021-08-01",
        967.4
      ],
      [
        "2021-09-01",
        975.7
      ],
      [
        "2021-10-01",
        979.1
      ],
      [
        "2021-11-01",
        987.1
      ],
      [
        "2021-12-01",
        990.1
      ],
      [
        "2022-01-01",
        997.2
      ],
      [
        "2022-02-01",
        1002.3
      ],
      [
        "2022-03-01",
        1007.0
      ],
      [
        "2022-04-01",
        1011.1
      ],
      [
        "2022-05-01",
        1017.1
      ],
      [
        "2022-06-01",
        1020.6
      ],
      [
        "2022-07-01",
        1026.0
      ],
      [
        "2022-08-01",
        1031.1
      ],
      [
        "2022-09-01",
        1036.9
      ],
      [
        "2022-10-01",
        1039.5
      ],
      [
        "2022-11-01",
        1039.5
      ],
      [
        "2022-12-01",
        1043.5
      ],
      [
        "2023-01-01",
        1046.4
      ],
      [
        "2023-02-01",
        1049.3
      ],
      [
        "2023-03-01",
        1051.7
      ],
      [
        "2023-04-01",
        1053.9
      ],
      [
        "2023-05-01",
        1055.8
      ],
      [
        "2023-06-01",
        1063.8
      ],
      [
        "2023-07-01",
        1067.8
      ],
      [
        "2023-08-01",
        1071.1
      ],
      [
        "2023-09-01",
        1072.0
      ],
      [
        "2023-10-01",
        1075.4
      ],
      [
        "2023-11-01",
        1078.4
      ],
      [
        "2023-12-01",
        1081.4
      ],
      [
        "2024-01-01",
        1082.6
      ],
      [
        "2024-02-01",
        1085.3
      ],
      [
        "2024-03-01",
        1087.3
      ],
      [
        "2024-04-01",
        1087.4
      ],
      [
        "2024-05-01",
        1092.1
      ],
      [
        "2024-06-01",
        1096.8
      ],
      [
        "2024-07-01",
        1102.3
      ],
      [
        "2024-08-01",
        1102.3
      ],
      [
        "2024-09-01",
        1100.8
      ],
      [
        "2024-10-01",
        1104.6
      ],
      [
        "2024-11-01",
        1106.9
      ],
      [
        "2024-12-01",
        1104.2
      ],
      [
        "2025-01-01",
        1113.6
      ],
      [
        "2025-02-01",
        1116.0
      ],
      [
        "2025-03-01",
        1117.3
      ],
      [
        "2025-04-01",
        1120.4
      ],
      [
        "2025-05-01",
        1116.5
      ],
      [
        "2025-06-01",
        1114.8
      ],
      [
        "2025-07-01",
        1115.1
      ],
      [
        "2025-08-01",
        1114.6
      ],
      [
        "2025-09-01",
        1116.9
      ],
      [
        "2025-10-01",
        1115.8
      ],
      [
        "2025-11-01",
        1122.1
      ],
      [
        "2025-12-01",
        1118.5
      ],
      [
        "2026-01-01",
        1126.9
      ],
      [
        "2026-02-01",
        1122.6
      ],
      [
        "2026-03-01",
        1129.5
      ],
      [
        "2026-04-01",
        1135.4
      ],
      [
        "2026-05-01",
        1147.1
      ],
      [
        "2026-06-01",
        1152.1
      ]
    ],
    "hvac_contractors": [
      [
        "2010-01-01",
        802.5
      ],
      [
        "2010-02-01",
        790.0
      ],
      [
        "2010-03-01",
        796.9
      ],
      [
        "2010-04-01",
        795.7
      ],
      [
        "2010-05-01",
        795.8
      ],
      [
        "2010-06-01",
        788.8
      ],
      [
        "2010-07-01",
        793.0
      ],
      [
        "2010-08-01",
        795.7
      ],
      [
        "2010-09-01",
        798.2
      ],
      [
        "2010-10-01",
        802.7
      ],
      [
        "2010-11-01",
        804.3
      ],
      [
        "2010-12-01",
        808.4
      ],
      [
        "2011-01-01",
        807.9
      ],
      [
        "2011-02-01",
        809.1
      ],
      [
        "2011-03-01",
        805.5
      ],
      [
        "2011-04-01",
        808.8
      ],
      [
        "2011-05-01",
        812.7
      ],
      [
        "2011-06-01",
        813.6
      ],
      [
        "2011-07-01",
        818.2
      ],
      [
        "2011-08-01",
        817.1
      ],
      [
        "2011-09-01",
        820.8
      ],
      [
        "2011-10-01",
        820.2
      ],
      [
        "2011-11-01",
        821.8
      ],
      [
        "2011-12-01",
        821.1
      ],
      [
        "2012-01-01",
        821.7
      ],
      [
        "2012-02-01",
        821.3
      ],
      [
        "2012-03-01",
        820.4
      ],
      [
        "2012-04-01",
        822.2
      ],
      [
        "2012-05-01",
        823.0
      ],
      [
        "2012-06-01",
        827.9
      ],
      [
        "2012-07-01",
        823.9
      ],
      [
        "2012-08-01",
        825.5
      ],
      [
        "2012-09-01",
        827.6
      ],
      [
        "2012-10-01",
        829.5
      ],
      [
        "2012-11-01",
        830.4
      ],
      [
        "2012-12-01",
        833.5
      ],
      [
        "2013-01-01",
        839.7
      ],
      [
        "2013-02-01",
        844.9
      ],
      [
        "2013-03-01",
        852.7
      ],
      [
        "2013-04-01",
        856.2
      ],
      [
        "2013-05-01",
        858.4
      ],
      [
        "2013-06-01",
        860.2
      ],
      [
        "2013-07-01",
        861.9
      ],
      [
        "2013-08-01",
        864.1
      ],
      [
        "2013-09-01",
        867.5
      ],
      [
        "2013-10-01",
        870.8
      ],
      [
        "2013-11-01",
        874.7
      ],
      [
        "2013-12-01",
        878.4
      ],
      [
        "2014-01-01",
        881.4
      ],
      [
        "2014-02-01",
        889.5
      ],
      [
        "2014-03-01",
        895.7
      ],
      [
        "2014-04-01",
        903.0
      ],
      [
        "2014-05-01",
        904.5
      ],
      [
        "2014-06-01",
        909.7
      ],
      [
        "2014-07-01",
        914.1
      ],
      [
        "2014-08-01",
        921.6
      ],
      [
        "2014-09-01",
        925.4
      ],
      [
        "2014-10-01",
        932.2
      ],
      [
        "2014-11-01",
        936.1
      ],
      [
        "2014-12-01",
        929.4
      ],
      [
        "2015-01-01",
        943.5
      ],
      [
        "2015-02-01",
        947.3
      ],
      [
        "2015-03-01",
        945.0
      ],
      [
        "2015-04-01",
        959.6
      ],
      [
        "2015-05-01",
        964.7
      ],
      [
        "2015-06-01",
        972.3
      ],
      [
        "2015-07-01",
        977.6
      ],
      [
        "2015-08-01",
        981.3
      ],
      [
        "2015-09-01",
        986.4
      ],
      [
        "2015-10-01",
        989.8
      ],
      [
        "2015-11-01",
        996.7
      ],
      [
        "2015-12-01",
        1002.8
      ],
      [
        "2016-01-01",
        1006.2
      ],
      [
        "2016-02-01",
        1008.7
      ],
      [
        "2016-03-01",
        1011.5
      ],
      [
        "2016-04-01",
        1014.7
      ],
      [
        "2016-05-01",
        1018.8
      ],
      [
        "2016-06-01",
        1020.7
      ],
      [
        "2016-07-01",
        1025.8
      ],
      [
        "2016-08-01",
        1027.8
      ],
      [
        "2016-09-01",
        1030.9
      ],
      [
        "2016-10-01",
        1033.5
      ],
      [
        "2016-11-01",
        1034.5
      ],
      [
        "2016-12-01",
        1035.8
      ],
      [
        "2017-01-01",
        1039.9
      ],
      [
        "2017-02-01",
        1044.1
      ],
      [
        "2017-03-01",
        1046.9
      ],
      [
        "2017-04-01",
        1048.3
      ],
      [
        "2017-05-01",
        1050.9
      ],
      [
        "2017-06-01",
        1055.6
      ],
      [
        "2017-07-01",
        1057.5
      ],
      [
        "2017-08-01",
        1062.1
      ],
      [
        "2017-09-01",
        1063.5
      ],
      [
        "2017-10-01",
        1067.4
      ],
      [
        "2017-11-01",
        1074.3
      ],
      [
        "2017-12-01",
        1079.3
      ],
      [
        "2018-01-01",
        1084.4
      ],
      [
        "2018-02-01",
        1093.0
      ],
      [
        "2018-03-01",
        1091.5
      ],
      [
        "2018-04-01",
        1094.6
      ],
      [
        "2018-05-01",
        1100.0
      ],
      [
        "2018-06-01",
        1103.8
      ],
      [
        "2018-07-01",
        1108.4
      ],
      [
        "2018-08-01",
        1112.3
      ],
      [
        "2018-09-01",
        1120.2
      ],
      [
        "2018-10-01",
        1121.2
      ],
      [
        "2018-11-01",
        1121.6
      ],
      [
        "2018-12-01",
        1125.1
      ],
      [
        "2019-01-01",
        1125.2
      ],
      [
        "2019-02-01",
        1127.4
      ],
      [
        "2019-03-01",
        1132.3
      ],
      [
        "2019-04-01",
        1138.6
      ],
      [
        "2019-05-01",
        1141.8
      ],
      [
        "2019-06-01",
        1141.7
      ],
      [
        "2019-07-01",
        1144.0
      ],
      [
        "2019-08-01",
        1137.9
      ],
      [
        "2019-09-01",
        1145.7
      ],
      [
        "2019-10-01",
        1148.6
      ],
      [
        "2019-11-01",
        1153.2
      ],
      [
        "2019-12-01",
        1152.5
      ],
      [
        "2020-01-01",
        1159.2
      ],
      [
        "2020-02-01",
        1162.9
      ],
      [
        "2020-03-01",
        1155.7
      ],
      [
        "2020-04-01",
        1007.5
      ],
      [
        "2020-05-01",
        1078.7
      ],
      [
        "2020-06-01",
        1108.6
      ],
      [
        "2020-07-01",
        1114.9
      ],
      [
        "2020-08-01",
        1122.7
      ],
      [
        "2020-09-01",
        1128.7
      ],
      [
        "2020-10-01",
        1134.6
      ],
      [
        "2020-11-01",
        1139.1
      ],
      [
        "2020-12-01",
        1141.8
      ],
      [
        "2021-01-01",
        1142.3
      ],
      [
        "2021-02-01",
        1146.7
      ],
      [
        "2021-03-01",
        1155.3
      ],
      [
        "2021-04-01",
        1158.4
      ],
      [
        "2021-05-01",
        1158.2
      ],
      [
        "2021-06-01",
        1162.8
      ],
      [
        "2021-07-01",
        1167.0
      ],
      [
        "2021-08-01",
        1171.8
      ],
      [
        "2021-09-01",
        1176.0
      ],
      [
        "2021-10-01",
        1183.2
      ],
      [
        "2021-11-01",
        1184.9
      ],
      [
        "2021-12-01",
        1190.5
      ],
      [
        "2022-01-01",
        1187.2
      ],
      [
        "2022-02-01",
        1202.4
      ],
      [
        "2022-03-01",
        1204.7
      ],
      [
        "2022-04-01",
        1203.6
      ],
      [
        "2022-05-01",
        1206.4
      ],
      [
        "2022-06-01",
        1210.1
      ],
      [
        "2022-07-01",
        1215.1
      ],
      [
        "2022-08-01",
        1220.5
      ],
      [
        "2022-09-01",
        1227.0
      ],
      [
        "2022-10-01",
        1228.6
      ],
      [
        "2022-11-01",
        1234.5
      ],
      [
        "2022-12-01",
        1238.3
      ],
      [
        "2023-01-01",
        1243.3
      ],
      [
        "2023-02-01",
        1242.6
      ],
      [
        "2023-03-01",
        1245.3
      ],
      [
        "2023-04-01",
        1249.3
      ],
      [
        "2023-05-01",
        1253.3
      ],
      [
        "2023-06-01",
        1256.2
      ],
      [
        "2023-07-01",
        1257.5
      ],
      [
        "2023-08-01",
        1258.8
      ],
      [
        "2023-09-01",
        1263.3
      ],
      [
        "2023-10-01",
        1269.2
      ],
      [
        "2023-11-01",
        1272.3
      ],
      [
        "2023-12-01",
        1275.2
      ],
      [
        "2024-01-01",
        1277.8
      ],
      [
        "2024-02-01",
        1280.9
      ],
      [
        "2024-03-01",
        1285.6
      ],
      [
        "2024-04-01",
        1288.1
      ],
      [
        "2024-05-01",
        1291.9
      ],
      [
        "2024-06-01",
        1293.9
      ],
      [
        "2024-07-01",
        1300.7
      ],
      [
        "2024-08-01",
        1305.0
      ],
      [
        "2024-09-01",
        1306.5
      ],
      [
        "2024-10-01",
        1306.9
      ],
      [
        "2024-11-01",
        1308.5
      ],
      [
        "2024-12-01",
        1310.9
      ],
      [
        "2025-01-01",
        1313.7
      ],
      [
        "2025-02-01",
        1315.1
      ],
      [
        "2025-03-01",
        1314.6
      ],
      [
        "2025-04-01",
        1317.8
      ],
      [
        "2025-05-01",
        1316.4
      ],
      [
        "2025-06-01",
        1317.0
      ],
      [
        "2025-07-01",
        1315.0
      ],
      [
        "2025-08-01",
        1315.2
      ],
      [
        "2025-09-01",
        1317.1
      ],
      [
        "2025-10-01",
        1319.2
      ],
      [
        "2025-11-01",
        1321.8
      ],
      [
        "2025-12-01",
        1321.0
      ],
      [
        "2026-01-01",
        1324.3
      ],
      [
        "2026-02-01",
        1327.1
      ],
      [
        "2026-03-01",
        1326.4
      ],
      [
        "2026-04-01",
        1328.7
      ],
      [
        "2026-05-01",
        1333.9
      ],
      [
        "2026-06-01",
        1335.9
      ]
    ]
  }
}