{
 "bias": "Labels cover a minority of rows and were not assigned at random, so these counts are labelled bids, not all bids in a trade. Bids due before July 2026 were found late, from closed-bid and archive pages, so earlier months are thinner.",
 "clearedRows": 57261,
 "codeCoverage": {
  "rowsWithNaicsOrClassificationCode": 0,
  "share": 0.0
 },
 "labelCoverage": 9.4,
 "labelCoverageInWindow": 7.6,
 "labelledDueBeforeJuly2026Share": 56.4,
 "labelledRows": 5379,
 "method": "Trade comes from the primary model-assigned label in the commercial classification table. NAICS and classification codes are too sparse to use.",
 "period": {
  "basis": "due date",
  "end": "2026-11-02",
  "start": "2025-11-02"
 },
 "table": [
  {
   "buyerTypes": [
    {
     "share": 48.4,
     "type": "state"
    },
    {
     "share": 29.1,
     "type": "municipality"
    },
    {
     "share": 13.8,
     "type": "county"
    },
    {
     "share": 3.0,
     "type": "other_public"
    },
    {
     "share": 1.8,
     "type": "higher_education"
    },
    {
     "share": 1.4,
     "type": "airport"
    }
   ],
   "datedRows": 199,
   "launchTrade": false,
   "medianWindowDays": 27.2,
   "name": "Roads, bridges and transport infrastructure",
   "openBids": null,
   "openWithDocuments": null,
   "precisionChecked": false,
   "rows": 492,
   "sources": 156,
   "statesWithRows": 39,
   "trade": "roads_bridges_transport_infrastructure"
  },
  {
   "buyerTypes": [
    {
     "share": 29.8,
     "type": "municipality"
    },
    {
     "share": 27.5,
     "type": "state"
    },
    {
     "share": 12.9,
     "type": "county"
    },
    {
     "share": 12.2,
     "type": "higher_education"
    },
    {
     "share": 7.4,
     "type": "other_public"
    },
    {
     "share": 5.7,
     "type": "school_district"
    }
   ],
   "datedRows": 230,
   "launchTrade": false,
   "medianWindowDays": 27.6,
   "name": "Building construction and renovation",
   "openBids": null,
   "openWithDocuments": null,
   "precisionChecked": false,
   "rows": 403,
   "sources": 193,
   "statesWithRows": 38,
   "trade": "building_construction_renovation"
  },
  {
   "buyerTypes": [
    {
     "share": 51.6,
     "type": "municipality"
    },
    {
     "share": 19.8,
     "type": "utility"
    },
    {
     "share": 9.7,
     "type": "county"
    },
    {
     "share": 7.2,
     "type": "state"
    },
    {
     "share": 4.0,
     "type": "other_public"
    },
    {
     "share": 4.0,
     "type": "higher_education"
    }
   ],
   "datedRows": 201,
   "launchTrade": false,
   "medianWindowDays": 27.6,
   "name": "Water and wastewater infrastructure",
   "openBids": null,
   "openWithDocuments": null,
   "precisionChecked": false,
   "rows": 349,
   "sources": 189,
   "statesWithRows": 39,
   "trade": "water_wastewater_infrastructure"
  },
  {
   "buyerTypes": [
    {
     "share": 42.1,
     "type": "municipality"
    },
    {
     "share": 15.8,
     "type": "county"
    },
    {
     "share": 15.0,
     "type": "higher_education"
    },
    {
     "share": 8.1,
     "type": "utility"
    },
    {
     "share": 6.6,
     "type": "special_district"
    },
    {
     "share": 4.0,
     "type": "state"
    }
   ],
   "datedRows": 189,
   "labelFitSample": 150,
   "labelFitShare": 66.7,
   "launchTrade": true,
   "medianWindowDays": 28.2,
   "name": "Architecture and engineering",
   "openBids": null,
   "openWithDocuments": null,
   "precisionChecked": true,
   "rows": 273,
   "sources": 179,
   "statesWithRows": 37,
   "trade": "architecture_engineering"
  },
  {
   "buyerTypes": [
    {
     "share": 26.5,
     "type": "state"
    },
    {
     "share": 23.3,
     "type": "higher_education"
    },
    {
     "share": 16.7,
     "type": "municipality"
    },
    {
     "share": 10.2,
     "type": "other_public"
    },
    {
     "share": 8.6,
     "type": "county"
    },
    {
     "share": 4.1,
     "type": "special_district"
    }
   ],
   "datedRows": 161,
   "launchTrade": false,
   "medianWindowDays": 28.8,
   "name": "Software, data and cloud",
   "openBids": null,
   "openWithDocuments": null,
   "precisionChecked": false,
   "rows": 245,
   "sources": 123,
   "statesWithRows": 37,
   "trade": "software_data_cloud"
  },
  {
   "buyerTypes": [
    {
     "share": 45.2,
     "type": "municipality"
    },
    {
     "share": 17.1,
     "type": "state"
    },
    {
     "share": 16.1,
     "type": "county"
    },
    {
     "share": 7.8,
     "type": "other_public"
    },
    {
     "share": 5.1,
     "type": "higher_education"
    },
    {
     "share": 2.8,
     "type": "special_district"
    }
   ],
   "datedRows": 154,
   "launchTrade": false,
   "medianWindowDays": 26.0,
   "name": "Site, civil and utilities",
   "openBids": null,
   "openWithDocuments": null,
   "precisionChecked": false,
   "rows": 217,
   "sources": 122,
   "statesWithRows": 33,
   "trade": "site_civil_utilities"
  },
  {
   "buyerTypes": [
    {
     "share": 32.7,
     "type": "municipality"
    },
    {
     "share": 14.0,
     "type": "county"
    },
    {
     "share": 13.6,
     "type": "higher_education"
    },
    {
     "share": 11.2,
     "type": "state"
    },
    {
     "share": 8.4,
     "type": "other_public"
    },
    {
     "share": 6.5,
     "type": "school_district"
    }
   ],
   "datedRows": 135,
   "launchTrade": false,
   "medianWindowDays": null,
   "name": "Financial, legal and administrative",
   "openBids": null,
   "openWithDocuments": null,
   "precisionChecked": false,
   "rows": 214,
   "sources": 144,
   "statesWithRows": 34,
   "trade": "financial_legal_administrative"
  },
  {
   "buyerTypes": [
    {
     "share": 35.4,
     "type": "municipality"
    },
    {
     "share": 17.4,
     "type": "state"
    },
    {
     "share": 15.4,
     "type": "higher_education"
    },
    {
     "share": 10.8,
     "type": "county"
    },
    {
     "share": 8.7,
     "type": "other_public"
    },
    {
     "share": 3.1,
     "type": "special_district"
    }
   ],
   "datedRows": 118,
   "launchTrade": false,
   "medianWindowDays": null,
   "name": "Professional consulting",
   "openBids": null,
   "openWithDocuments": null,
   "precisionChecked": false,
   "rows": 195,
   "sources": 129,
   "statesWithRows": 39,
   "trade": "professional_consulting"
  },
  {
   "buyerTypes": [
    {
     "share": 28.5,
     "type": "state"
    },
    {
     "share": 17.1,
     "type": "municipality"
    },
    {
     "share": 13.5,
     "type": "county"
    },
    {
     "share": 13.0,
     "type": "other_public"
    },
    {
     "share": 11.9,
     "type": "higher_education"
    },
    {
     "share": 6.2,
     "type": "school_district"
    }
   ],
   "datedRows": 106,
   "labelFitSample": 150,
   "labelFitShare": 77.3,
   "launchTrade": true,
   "medianWindowDays": null,
   "name": "HVAC and mechanical",
   "openBids": null,
   "openWithDocuments": null,
   "precisionChecked": true,
   "rows": 193,
   "sources": 99,
   "statesWithRows": 32,
   "trade": "hvac_mechanical"
  },
  {
   "buyerTypes": [
    {
     "share": 37.3,
     "type": "municipality"
    },
    {
     "share": 19.5,
     "type": "county"
    },
    {
     "share": 18.9,
     "type": "state"
    },
    {
     "share": 8.1,
     "type": "other_public"
    },
    {
     "share": 4.3,
     "type": "transit"
    },
    {
     "share": 3.8,
     "type": "higher_education"
    }
   ],
   "datedRows": 120,
   "launchTrade": false,
   "medianWindowDays": null,
   "name": "Industrial parts and materials",
   "openBids": null,
   "openWithDocuments": null,
   "precisionChecked": false,
   "rows": 185,
   "sources": 107,
   "statesWithRows": 36,
   "trade": "industrial_parts_materials"
  },
  {
   "buyerTypes": [
    {
     "share": 53.6,
     "type": "municipality"
    },
    {
     "share": 11.7,
     "type": "other_public"
    },
    {
     "share": 10.6,
     "type": "county"
    },
    {
     "share": 10.1,
     "type": "state"
    },
    {
     "share": 4.5,
     "type": "higher_education"
    },
    {
     "share": 3.9,
     "type": "school_district"
    }
   ],
   "datedRows": 140,
   "launchTrade": false,
   "medianWindowDays": null,
   "name": "Landscaping and grounds",
   "openBids": null,
   "openWithDocuments": null,
   "precisionChecked": false,
   "rows": 179,
   "sources": 118,
   "statesWithRows": 29,
   "trade": "landscaping_grounds"
  },
  {
   "buyerTypes": [
    {
     "share": 38.6,
     "type": "state"
    },
    {
     "share": 27.5,
     "type": "county"
    },
    {
     "share": 9.4,
     "type": "other_public"
    },
    {
     "share": 8.8,
     "type": "municipality"
    },
    {
     "share": 5.8,
     "type": "school_district"
    },
    {
     "share": 4.1,
     "type": "hospital"
    }
   ],
   "datedRows": 112,
   "launchTrade": false,
   "medianWindowDays": null,
   "name": "Health and human services",
   "openBids": null,
   "openWithDocuments": null,
   "precisionChecked": false,
   "rows": 171,
   "sources": 79,
   "statesWithRows": 35,
   "trade": "health_human_services"
  }
 ],
 "tradesPublished": 12,
 "tradesSuppressedUnder150": 30
}