{
  "schema_version": "1.1",
  "dataset_version": "2026-08-15",
  "generated_at": "2026-08-15T08:01:48",
  "title": "Swamp Trades Political Stock Disclosure Dataset",
  "description": "Analysis-ready stock transaction rows derived from public House, Senate, and executive-branch disclosure sources.",
  "conditions_of_access": "Review source-specific restrictions and applicable law. Downloading does not grant a license or authorize prohibited uses.",
  "coverage": {
    "publication_date_start": "2026-01-02",
    "publication_date_end": "2026-08-13",
    "transaction_date_start": "2023-10-31",
    "transaction_date_end": "2026-08-07",
    "rows": 4480,
    "officials": 92,
    "tickers": 960,
    "sources": [
      {
        "source": "House Clerk PTR PDF",
        "count": 2312
      },
      {
        "source": "OGE Executive PTR",
        "count": 1468
      },
      {
        "source": "Senate eFD PTR",
        "count": 700
      }
    ],
    "owners": [
      {
        "owner": "Not specified",
        "count": 3040
      },
      {
        "owner": "Joint",
        "count": 444
      },
      {
        "owner": "Self",
        "count": 424
      },
      {
        "owner": "Dependent child",
        "count": 300
      },
      {
        "owner": "Spouse",
        "count": 272
      }
    ],
    "amendment_rows": 49,
    "filing_versions": 466,
    "amendment_filings": 10,
    "superseded_filings": 2
  },
  "fields": [
    {
      "name": "disclosure_id",
      "type": "string",
      "description": "Stable row identifier assigned by the Swamp Trades pipeline; it is not an official filing identifier."
    },
    {
      "name": "politician",
      "type": "string",
      "description": "Name as represented in the normalized report dataset."
    },
    {
      "name": "party",
      "type": "string",
      "description": "Political party when available from the source pipeline; otherwise blank."
    },
    {
      "name": "chamber",
      "type": "string",
      "description": "House, Senate, or Executive reporting channel."
    },
    {
      "name": "state",
      "type": "string",
      "description": "State abbreviation when available; executive records and some filings may be blank."
    },
    {
      "name": "trade_date",
      "type": "date",
      "description": "Transaction date reported in the filing, formatted YYYY-MM-DD."
    },
    {
      "name": "disclosure_date",
      "type": "date",
      "description": "Date the filing was published or made available, formatted YYYY-MM-DD."
    },
    {
      "name": "disclosure_lag_days",
      "type": "integer",
      "description": "Calendar days from reported transaction date to publication date; not a legal timeliness finding."
    },
    {
      "name": "ticker",
      "type": "string",
      "description": "Analysis ticker used by the site; normally the normalized ticker."
    },
    {
      "name": "company",
      "type": "string",
      "description": "Issuer or asset description parsed from the filing."
    },
    {
      "name": "sector",
      "type": "string",
      "description": "Sector when available from enrichment; otherwise blank."
    },
    {
      "name": "transaction",
      "type": "string",
      "description": "Normalized transaction category, usually Purchase or Sale."
    },
    {
      "name": "amount_midpoint",
      "type": "number",
      "description": "Estimated midpoint in USD of the reported value range; not an exact transaction value."
    },
    {
      "name": "source_label",
      "type": "string",
      "description": "Source system label, such as House Clerk PTR PDF, Senate eFD PTR, or OGE Executive PTR."
    },
    {
      "name": "source_url",
      "type": "URL",
      "description": "Link to the public filing or source record used by the pipeline."
    },
    {
      "name": "reported_ticker",
      "type": "string",
      "description": "Ticker text preserved from the source or initial parser output."
    },
    {
      "name": "normalized_ticker",
      "type": "string",
      "description": "Current ticker mapping used for grouping after documented corrections."
    },
    {
      "name": "source_match_status",
      "type": "string",
      "description": "Pipeline provenance or matching status; it is not independent verification of the filing."
    },
    {
      "name": "timeliness_flag",
      "type": "string",
      "description": "Descriptive publication-interval bucket; it is not a legal conclusion."
    },
    {
      "name": "normalized_company",
      "type": "string",
      "description": "Normalized company name when available; otherwise blank."
    },
    {
      "name": "owner_category",
      "type": "string",
      "description": "Normalized reported-owner category: self, spouse, joint, dependent_child, trust_account, or unspecified."
    },
    {
      "name": "owner",
      "type": "string",
      "description": "Human-readable reported-owner label. Not specified means the source did not reliably attribute the row."
    },
    {
      "name": "owner_raw",
      "type": "string",
      "description": "Owner value or code preserved from the source, such as Self, SP, JT, or DC."
    },
    {
      "name": "account_name",
      "type": "string",
      "description": "Source-reported subholding, trust, or account name when the row exposes one; otherwise blank."
    },
    {
      "name": "filing_id",
      "type": "string",
      "description": "Identifier of the source filing containing this row."
    },
    {
      "name": "filing_type",
      "type": "string",
      "description": "Source filing label, including an amendment label when supplied."
    },
    {
      "name": "report_date",
      "type": "date",
      "description": "Original report date exposed by Senate eFD amendment metadata; otherwise blank."
    },
    {
      "name": "amendment_number",
      "type": "integer",
      "description": "Zero for an original filing or the source-stated amendment number."
    },
    {
      "name": "original_filing_id",
      "type": "string",
      "description": "Linked original filing when the source metadata provides an unambiguous chain; otherwise blank."
    },
    {
      "name": "amendment_status",
      "type": "string",
      "description": "Human-readable original/current-amendment/superseded status."
    },
    {
      "name": "is_superseded",
      "type": "boolean",
      "description": "Whether this filing version has been replaced. Analysis rows are current, so this is normally false here."
    },
    {
      "name": "superseded_by_filing_id",
      "type": "string",
      "description": "Replacement filing identifier when this version is superseded; otherwise blank."
    }
  ],
  "filing_fields": [
    {
      "name": "filing_id",
      "type": "string",
      "description": "Source filing identifier."
    },
    {
      "name": "source",
      "type": "string",
      "description": "Normalized source-system code."
    },
    {
      "name": "source_label",
      "type": "string",
      "description": "Human-readable source-system label."
    },
    {
      "name": "chamber",
      "type": "string",
      "description": "House, Senate, or Executive reporting channel."
    },
    {
      "name": "filer_name",
      "type": "string",
      "description": "Name associated with the filing."
    },
    {
      "name": "office",
      "type": "string",
      "description": "Office or agency label when available."
    },
    {
      "name": "filing_year",
      "type": "integer",
      "description": "Source search year in which this filing was collected."
    },
    {
      "name": "filing_type",
      "type": "string",
      "description": "Source filing label."
    },
    {
      "name": "filing_url",
      "type": "URL",
      "description": "Original public filing URL."
    },
    {
      "name": "report_date",
      "type": "date",
      "description": "Original report date exposed by Senate eFD; otherwise blank."
    },
    {
      "name": "amendment_number",
      "type": "integer",
      "description": "Zero for an original or the source-stated amendment number."
    },
    {
      "name": "original_filing_id",
      "type": "string",
      "description": "Original filing linked only when the chain is unambiguous."
    },
    {
      "name": "status",
      "type": "string",
      "description": "current_original, current_amendment, or superseded."
    },
    {
      "name": "is_superseded",
      "type": "boolean",
      "description": "True when a later filing version replaces this filing."
    },
    {
      "name": "superseded_by_filing_id",
      "type": "string",
      "description": "Later filing version when known."
    },
    {
      "name": "transaction_rows",
      "type": "integer",
      "description": "Parsed transaction rows associated with this filing before stock-only analysis filtering."
    }
  ],
  "records": [
    {
      "disclosure_id": "HOUSE-20033910-001",
      "politician": "Thanedar, Hon. Shri",
      "party": "",
      "chamber": "House",
      "state": "MI",
      "trade_date": "2026-01-09",
      "disclosure_date": "2026-08-13",
      "disclosure_lag_days": 216,
      "ticker": "AAPL",
      "company": "Apple Inc.",
      "sector": "Information Technology",
      "transaction": "Sale",
      "amount_midpoint": 175000,
      "source_label": "House Clerk PTR PDF",
      "source_url": "https://disclosures-clerk.house.gov/public_disc/ptr-pdfs/2026/20033910.pdf",
      "reported_ticker": "AAPL",
      "normalized_ticker": "AAPL",
      "source_match_status": "source_linked",
      "timeliness_flag": "publication_lag_over_45_days",
      "normalized_company": "",
      "owner_category": "unspecified",
      "owner": "Not specified",
      "owner_raw": "",
      "account_name": "",
      "filing_id": "20033910",
      "filing_type": "PTR Original",
      "report_date": "",
      "amendment_number": 0,
      "original_filing_id": "20033910",
      "amendment_status": "Original filing",
      "is_superseded": false,
      "superseded_by_filing_id": ""
    },
    {
      "disclosure_id": "HOUSE-20035183-001",
      "politician": "Tran, Hon. Derek",
      "party": "",
      "chamber": "House",
      "state": "CA",
      "trade_date": "2025-07-28",
      "disclosure_date": "2026-08-13",
      "disclosure_lag_days": 381,
      "ticker": "LTC",
      "company": "Litecoin",
      "sector": "",
      "transaction": "Sale",
      "amount_midpoint": 8000,
      "source_label": "House Clerk PTR PDF",
      "source_url": "https://disclosures-clerk.house.gov/public_disc/ptr-pdfs/2026/20035183.pdf",
      "reported_ticker": "LTC",
      "normalized_ticker": "LTC",
      "source_match_status": "source_linked",
      "timeliness_flag": "publication_lag_over_45_days",
      "normalized_company": "",
      "owner_category": "unspecified",
      "owner": "Not specified",
      "owner_raw": "",
      "account_name": "Coinbase cryptocurrency wallet",
      "filing_id": "20035183",
      "filing_type": "PTR Original",
      "report_date": "",
      "amendment_number": 0,
      "original_filing_id": "20035183",
      "amendment_status": "Original filing",
      "is_superseded": false,
      "superseded_by_filing_id": ""
    },
    {
      "disclosure_id": "HOUSE-20035196-001",
      "politician": "Hern, Hon. Kevin",
      "party": "",
      "chamber": "House",
      "state": "OK",
      "trade_date": "2026-08-05",
      "disclosure_date": "2026-08-12",
      "disclosure_lag_days": 7,
      "ticker": "OGN",
      "company": "2000166537JT Organon & Co. Common Stock",
      "sector": "",
      "transaction": "Sale",
      "amount_midpoint": 8000,
      "source_label": "House Clerk PTR PDF",
      "source_url": "https://disclosures-clerk.house.gov/public_disc/ptr-pdfs/2026/20035196.pdf",
      "reported_ticker": "OGN",
      "normalized_ticker": "OGN",
      "source_match_status": "source_matched_by_pipeline",
      "timeliness_flag": "publication_lag_45_days_or_less",
      "normalized_company": "",
      "owner_category": "unspecified",
      "owner": "Not specified",
      "owner_raw": "",
      "account_name": "",
      "filing_id": "20035196",
      "filing_type": "PTR Original",
      "report_date": "",
      "amendment_number": 0,
      "original_filing_id": "20035196",
      "amendment_status": "Original filing",
      "is_superseded": false,
      "superseded_by_filing_id": ""
    },
    {
      "disclosure_id": "HOUSE-20035196-002",
      "politician": "Hern, Hon. Kevin",
      "party": "",
      "chamber": "House",
      "state": "OK",
      "trade_date": "2026-08-05",
      "disclosure_date": "2026-08-12",
      "disclosure_lag_days": 7,
      "ticker": "VSNT",
      "company": "2000166538JT Versant Media Group, Inc. - Class A Common Stock",
      "sector": "",
      "transaction": "Sale",
      "amount_midpoint": 8000,
      "source_label": "House Clerk PTR PDF",
      "source_url": "https://disclosures-clerk.house.gov/public_disc/ptr-pdfs/2026/20035196.pdf",
      "reported_ticker": "VSNT",
      "normalized_ticker": "VSNT",
      "source_match_status": "source_matched_by_pipeline",
      "timeliness_flag": "publication_lag_45_days_or_less",
      "normalized_company": "",
      "owner_category": "unspecified",
      "owner": "Not specified",
      "owner_raw": "",
      "account_name": "Hern Family Foundation",
      "filing_id": "20035196",
      "filing_type": "PTR Original",
      "report_date": "",
      "amendment_number": 0,
      "original_filing_id": "20035196",
      "amendment_status": "Original filing",
      "is_superseded": false,
      "superseded_by_filing_id": ""
    },
    {
      "disclosure_id": "HOUSE-20035203-001",
      "politician": "Kelly, Hon. Mike",
      "party": "",
      "chamber": "House",
      "state": "PA",
      "trade_date": "2026-07-17",
      "disclosure_date": "2026-08-12",
      "disclosure_lag_days": 26,
      "ticker": "ABT",
      "company": "Abbott Laboratories",
      "sector": "Health Care",
      "transaction": "Sale",
      "amount_midpoint": 8000,
      "source_label": "House Clerk PTR PDF",
      "source_url": "https://disclosures-clerk.house.gov/public_disc/ptr-pdfs/2026/20035203.pdf",
      "reported_ticker": "ABT",
      "normalized_ticker": "ABT",
      "source_match_status": "source_matched_by_pipeline",
      "timeliness_flag": "publication_lag_45_days_or_less",
      "normalized_company": "",
      "owner_category": "spouse",
      "owner": "Spouse",
      "owner_raw": "SP",
      "account_name": "",
      "filing_id": "20035203",
      "filing_type": "PTR Original",
      "report_date": "",
      "amendment_number": 0,
      "original_filing_id": "20035203",
      "amendment_status": "Original filing",
      "is_superseded": false,
      "superseded_by_filing_id": ""
    },
    {
      "disclosure_id": "HOUSE-20035203-003",
      "politician": "Kelly, Hon. Mike",
      "party": "",
      "chamber": "House",
      "state": "PA",
      "trade_date": "2026-07-17",
      "disclosure_date": "2026-08-12",
      "disclosure_lag_days": 26,
      "ticker": "DIS",
      "company": "Walt Disney Company",
      "sector": "",
      "transaction": "Sale",
      "amount_midpoint": 8000,
      "source_label": "House Clerk PTR PDF",
      "source_url": "https://disclosures-clerk.house.gov/public_disc/ptr-pdfs/2026/20035203.pdf",
      "reported_ticker": "DIS",
      "normalized_ticker": "DIS",
      "source_match_status": "source_matched_by_pipeline",
      "timeliness_flag": "publication_lag_45_days_or_less",
      "normalized_company": "",
      "owner_category": "spouse",
      "owner": "Spouse",
      "owner_raw": "SP",
      "account_name": "Victoria Kelly Trust ICA",
      "filing_id": "20035203",
      "filing_type": "PTR Original",
      "report_date": "",
      "amendment_number": 0,
      "original_filing_id": "20035203",
      "amendment_status": "Original filing",
      "is_superseded": false,
      "superseded_by_filing_id": ""
    },
    {
      "disclosure_id": "HOUSE-20035203-002",
      "politician": "Kelly, Hon. Mike",
      "party": "",
      "chamber": "House",
      "state": "PA",
      "trade_date": "2026-07-17",
      "disclosure_date": "2026-08-12",
      "disclosure_lag_days": 26,
      "ticker": "PEP",
      "company": "Pepsico, Inc.",
      "sector": "",
      "transaction": "Sale",
      "amount_midpoint": 32500,
      "source_label": "House Clerk PTR PDF",
      "source_url": "https://disclosures-clerk.house.gov/public_disc/ptr-pdfs/2026/20035203.pdf",
      "reported_ticker": "PEP",
      "normalized_ticker": "PEP",
      "source_match_status": "source_matched_by_pipeline",
      "timeliness_flag": "publication_lag_45_days_or_less",
      "normalized_company": "",
      "owner_category": "spouse",
      "owner": "Spouse",
      "owner_raw": "SP",
      "account_name": "",
      "filing_id": "20035203",
      "filing_type": "PTR Original",
      "report_date": "",
      "amendment_number": 0,
      "original_filing_id": "20035203",
      "amendment_status": "Original filing",
      "is_superseded": false,
      "superseded_by_filing_id": ""
    },
    {
      "disclosure_id": "HOUSE-20035134-001",
      "politician": "Hern, Hon. Kevin",
      "party": "",
      "chamber": "House",
      "state": "OK",
      "trade_date": "2026-08-05",
      "disclosure_date": "2026-08-10",
      "disclosure_lag_days": 5,
      "ticker": "CMCSA",
      "company": "Comcast Corp.",
      "sector": "Communication Services",
      "transaction": "Sale",
      "amount_midpoint": 8000,
      "source_label": "House Clerk PTR PDF",
      "source_url": "https://disclosures-clerk.house.gov/public_disc/ptr-pdfs/2026/20035134.pdf",
      "reported_ticker": "CMCSA",
      "normalized_ticker": "CMCSA",
      "source_match_status": "source_matched_by_pipeline",
      "timeliness_flag": "publication_lag_45_days_or_less",
      "normalized_company": "",
      "owner_category": "joint",
      "owner": "Joint",
      "owner_raw": "JT",
      "account_name": "",
      "filing_id": "20035134",
      "filing_type": "PTR Original",
      "report_date": "",
      "amendment_number": 0,
      "original_filing_id": "20035134",
      "amendment_status": "Original filing",
      "is_superseded": false,
      "superseded_by_filing_id": ""
    },
    {
      "disclosure_id": "HOUSE-20035134-002",
      "politician": "Hern, Hon. Kevin",
      "party": "",
      "chamber": "House",
      "state": "OK",
      "trade_date": "2026-08-05",
      "disclosure_date": "2026-08-10",
      "disclosure_lag_days": 5,
      "ticker": "EL",
      "company": "Estee Lauder Companies, Inc.",
      "sector": "",
      "transaction": "Sale",
      "amount_midpoint": 8000,
      "source_label": "House Clerk PTR PDF",
      "source_url": "https://disclosures-clerk.house.gov/public_disc/ptr-pdfs/2026/20035134.pdf",
      "reported_ticker": "EL",
      "normalized_ticker": "EL",
      "source_match_status": "source_matched_by_pipeline",
      "timeliness_flag": "publication_lag_45_days_or_less",
      "normalized_company": "",
      "owner_category": "joint",
      "owner": "Joint",
      "owner_raw": "JT",
      "account_name": "",
      "filing_id": "20035134",
      "filing_type": "PTR Original",
      "report_date": "",
      "amendment_number": 0,
      "original_filing_id": "20035134",
      "amendment_status": "Original filing",
      "is_superseded": false,
      "superseded_by_filing_id": ""
    },
    {
      "disclosure_id": "HOUSE-20035134-003",
      "politician": "Hern, Hon. Kevin",
      "party": "",
      "chamber": "House",
      "state": "OK",
      "trade_date": "2026-08-05",
      "disclosure_date": "2026-08-10",
      "disclosure_lag_days": 5,
      "ticker": "KVUE",
      "company": "Kenvue Inc. Common Stock",
      "sector": "",
      "transaction": "Sale",
      "amount_midpoint": 8000,
      "source_label": "House Clerk PTR PDF",
      "source_url": "https://disclosures-clerk.house.gov/public_disc/ptr-pdfs/2026/20035134.pdf",
      "reported_ticker": "KVUE",
      "normalized_ticker": "KVUE",
      "source_match_status": "source_matched_by_pipeline",
      "timeliness_flag": "publication_lag_45_days_or_less",
      "normalized_company": "",
      "owner_category": "joint",
      "owner": "Joint",
      "owner_raw": "JT",
      "account_name": "",
      "filing_id": "20035134",
      "filing_type": "PTR Original",
      "report_date": "",
      "amendment_number": 0,
      "original_filing_id": "20035134",
      "amendment_status": "Original filing",
      "is_superseded": false,
      "superseded_by_filing_id": ""
    },
    {
      "disclosure_id": "HOUSE-20035134-004",
      "politician": "Hern, Hon. Kevin",
      "party": "",
      "chamber": "House",
      "state": "OK",
      "trade_date": "2026-08-05",
      "disclosure_date": "2026-08-10",
      "disclosure_lag_days": 5,
      "ticker": "MDLZ",
      "company": "Mondelez International, Inc. - Class A Common Stock",
      "sector": "",
      "transaction": "Sale",
      "amount_midpoint": 8000,
      "source_label": "House Clerk PTR PDF",
      "source_url": "https://disclosures-clerk.house.gov/public_disc/ptr-pdfs/2026/20035134.pdf",
      "reported_ticker": "MDLZ",
      "normalized_ticker": "MDLZ",
      "source_match_status": "source_matched_by_pipeline",
      "timeliness_flag": "publication_lag_45_days_or_less",
      "normalized_company": "",
      "owner_category": "joint",
      "owner": "Joint",
      "owner_raw": "JT",
      "account_name": "",
      "filing_id": "20035134",
      "filing_type": "PTR Original",
      "report_date": "",
      "amendment_number": 0,
      "original_filing_id": "20035134",
      "amendment_status": "Original filing",
      "is_superseded": false,
      "superseded_by_filing_id": ""
    },
    {
      "disclosure_id": "HOUSE-20035134-005",
      "politician": "Hern, Hon. Kevin",
      "party": "",
      "chamber": "House",
      "state": "OK",
      "trade_date": "2026-08-05",
      "disclosure_date": "2026-08-10",
      "disclosure_lag_days": 5,
      "ticker": "OGN",
      "company": "Organon & Co. Common Stock",
      "sector": "",
      "transaction": "Sale",
      "amount_midpoint": 8000,
      "source_label": "House Clerk PTR PDF",
      "source_url": "https://disclosures-clerk.house.gov/public_disc/ptr-pdfs/2026/20035134.pdf",
      "reported_ticker": "OGN",
      "normalized_ticker": "OGN",
      "source_match_status": "source_matched_by_pipeline",
      "timeliness_flag": "publication_lag_45_days_or_less",
      "normalized_company": "",
      "owner_category": "joint",
      "owner": "Joint",
      "owner_raw": "JT",
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