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  "Title": "Data Package for the 2016 United States Federal Elections",
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  "Description": "Easily analyze relational data from the United States 2016\nfederal election cycle as reported by the Federal Election\nCommission. This package contains data about candidates,\ncommittees, and a variety of different financial expenditures.\nData is from\n<https://www.fec.gov/data/browse-data/?tab=bulk-data>.",
  "License": "CC0",
  "Encoding": "UTF-8",
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  "URL": "https://github.com/baumer-lab/fec16",
  "BugReports": "https://github.com/baumer-lab/fec16/issues",
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  "Repository": "https://baumer-lab.r-universe.dev",
  "Date/Publication": "2025-09-01 20:27:39 UTC",
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    "User": "root"
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  "Author": "Marium Tapal [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-5093-6462>),\nRana Gahwagy [aut],\nIrene Ryan [aut],\nBenjamin S. Baumer [aut] (ORCID:\n<https://orcid.org/0000-0002-3279-0516>)",
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  "_created": "2026-06-03T08:18:45.000Z",
  "_published": "2026-06-03T08:22:07.452Z",
  "_distro": "noble",
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  "_commit": {
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  "_owner": "baumer-lab",
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  "_updates": [
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  "_assets": [
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    "read_all_transactions"
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        "data.frame"
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        "cmte_refunds"
      ],
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      "table": true,
      "tojson": true
    },
    {
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        "data.frame"
      ],
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        "cand_name",
        "cand_pty_affiliation",
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        "cand_office_district",
        "cand_ici",
        "cand_status",
        "cand_pcc",
        "cand_st1",
        "cand_st2",
        "cand_city",
        "cand_st",
        "cand_zip"
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      "rows": 4699,
      "table": true,
      "tojson": true
    },
    {
      "name": "committees",
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      "object": "committees",
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        "tbl_df",
        "tbl",
        "data.frame"
      ],
      "fields": [
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        "cmte_nm",
        "tres_nm",
        "cmte_st1",
        "cmte_st2",
        "cmte_city",
        "cmte_st",
        "cmte_zip",
        "cmte_dsgn",
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        "cmte_filing_freq",
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        "connected_org_nm",
        "cand_id"
      ],
      "rows": 17654,
      "table": true,
      "tojson": true
    },
    {
      "name": "contributions",
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      "object": "contributions",
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        "tbl_df",
        "tbl",
        "data.frame"
      ],
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        "amndt_ind",
        "rpt_tp",
        "transaction_pgi",
        "transaction_tp",
        "entity_tp",
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        "city",
        "state",
        "zip_code",
        "transaction_dt",
        "transaction_amt",
        "other_id",
        "cand_id",
        "tran_id"
      ],
      "rows": 1000,
      "table": true,
      "tojson": true
    },
    {
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      "object": "expenditures",
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        "tbl_df",
        "tbl",
        "data.frame"
      ],
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        "amndt_ind",
        "rpt_yr",
        "rpt_tp",
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        "form_tp_cd",
        "sched_tp_cd",
        "name",
        "city",
        "state",
        "zip_code",
        "transaction_dt",
        "transaction_amt",
        "transaction_pgi",
        "purpose",
        "category",
        "category_desc",
        "entity_tp",
        "tran_id",
        "back_ref_tran_id"
      ],
      "rows": 1000,
      "table": true,
      "tojson": true
    },
    {
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      "title": "Individual Contributions Master metadata",
      "object": "individuals",
      "class": [
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        "tbl_df",
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        "data.frame"
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      "table": true,
      "tojson": true
    },
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    },
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      "table": true,
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    },
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      "fields": [
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        "cand_id",
        "incumbent",
        "party",
        "primary_votes",
        "primary_percent",
        "general_votes",
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        "won",
        "footnotes"
      ],
      "rows": 377,
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    },
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      "object": "states",
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      "fields": [
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        "state_name",
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        "state_division"
      ],
      "rows": 50,
      "table": true,
      "tojson": true
    },
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      "title": "Any Transaction From One Committee To Another",
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      ],
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      "table": true,
      "tojson": true
    }
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      "page": "campaigns",
      "title": "House/Senate Current Campaigns",
      "topics": [
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      ]
    },
    {
      "page": "candidates",
      "title": "Candidates Master metadata",
      "topics": [
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      "topics": [
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      "title": "Operating Expenditures",
      "topics": [
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      ]
    },
    {
      "page": "fec16",
      "title": "fec16: A Data Package for the 2016 Elections",
      "topics": [
        "fec16"
      ]
    },
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      "page": "individuals",
      "title": "Individual Contributions Master metadata",
      "topics": [
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      "title": "Political Action Committee (PAC) and Party Summary Financial Information",
      "topics": [
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    {
      "page": "read_all_contributions",
      "title": "Committee contributions metadata",
      "topics": [
        "read_all_contributions"
      ]
    },
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      "title": "Operating Expenditures",
      "topics": [
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    {
      "page": "read_all_individuals",
      "title": "Individual Contributions Master metadata",
      "topics": [
        "read_all_individuals"
      ]
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      "title": "Any Transaction From One Committee To Another",
      "topics": [
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      "title": "House Election Results",
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      "topics": [
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    },
    {
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      "title": "US States lookup table",
      "topics": [
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      "title": "Any Transaction From One Committee To Another",
      "topics": [
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  "_vignettes": [
    {
      "source": "fec_vignette.Rmd",
      "filename": "fec_vignette.html",
      "title": "fec16",
      "author": "Marium Tapal, Irene Ryan, Rana Gahwagy, and Benjamin S. Baumer",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Inspiration",
        "Basics of tame data",
        "Who should use this package?",
        "Other notes",
        "Datasets Included",
        "Full Datasets",
        "Sample Datasets (with 1000 random rows each)",
        "Functions Included",
        "What does the data look like?",
        "What can we do with this data?",
        "Example 1:",
        "Example 2:",
        "Example 3:"
      ],
      "created": "2019-11-25 16:55:52",
      "modified": "2025-07-02 18:57:11",
      "commits": 20
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