{
  "metadata": {
    "july_registry": "BR-07181/2026",
    "august_registry": "BR-06591/2026",
    "sampling_unit": "setor censitário IBGE 2022",
    "comparison_key": "geocódigo de 15 dígitos",
    "warning": "The annex has no vote, inclusion probabilities or respondent weights. Territory cannot support ecological inference about candidate vote."
  },
  "rounds": {
    "july": {
      "sectors": 334,
      "interviews": 2004,
      "municipalities": 120,
      "municipality_neighborhood_pairs": 324,
      "interviews_per_sector": {
        "6": 334
      },
      "regions": {
        "Sudeste": 141,
        "Nordeste": 92,
        "Norte": 28,
        "Centro-Oeste": 25,
        "Sul": 48
      },
      "states": {
        "MG": 29,
        "RJ": 28,
        "BA": 23,
        "CE": 15,
        "SP": 74,
        "PA": 10,
        "AM": 6,
        "DF": 5,
        "MA": 12,
        "PE": 14,
        "PR": 21,
        "PB": 5,
        "PI": 6,
        "ES": 10,
        "SC": 15,
        "AL": 5,
        "MS": 2,
        "RN": 9,
        "GO": 15,
        "RS": 12,
        "RO": 3,
        "TO": 3,
        "AC": 6,
        "MT": 3,
        "SE": 3
      },
      "capitals": 17,
      "top_municipalities": [
        {
          "municipality_code": "3550308",
          "municipality": "São Paulo",
          "uf": "SP",
          "sectors": 22,
          "interviews": 132
        },
        {
          "municipality_code": "3304557",
          "municipality": "Rio de Janeiro",
          "uf": "RJ",
          "sectors": 12,
          "interviews": 72
        },
        {
          "municipality_code": "3106200",
          "municipality": "Belo Horizonte",
          "uf": "MG",
          "sectors": 5,
          "interviews": 30
        },
        {
          "municipality_code": "5300108",
          "municipality": "Brasília",
          "uf": "DF",
          "sectors": 5,
          "interviews": 30
        },
        {
          "municipality_code": "2927408",
          "municipality": "Salvador",
          "uf": "BA",
          "sectors": 4,
          "interviews": 24
        },
        {
          "municipality_code": "3300100",
          "municipality": "Angra dos Reis",
          "uf": "RJ",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "2901908",
          "municipality": "Aporá",
          "uf": "BA",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "2301000",
          "municipality": "Aquiraz",
          "uf": "CE",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "3503208",
          "municipality": "Araraquara",
          "uf": "SP",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "1501402",
          "municipality": "Belém",
          "uf": "PA",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "1300805",
          "municipality": "Borba",
          "uf": "AM",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "2102101",
          "municipality": "Brejo",
          "uf": "MA",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "4103701",
          "municipality": "Cambé",
          "uf": "PR",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "2504009",
          "municipality": "Campina Grande",
          "uf": "PB",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "2202208",
          "municipality": "Campo Maior",
          "uf": "PI",
          "sectors": 3,
          "interviews": 18
        }
      ],
      "selected_sector_population": {
        "available": 334,
        "minimum": 119,
        "median": 596,
        "maximum": 2662,
        "below_50": 0,
        "below_100": 0
      }
    },
    "august": {
      "sectors": 334,
      "interviews": 2004,
      "municipalities": 120,
      "municipality_neighborhood_pairs": 324,
      "interviews_per_sector": {
        "6": 334
      },
      "regions": {
        "Centro-Oeste": 25,
        "Nordeste": 92,
        "Sudeste": 141,
        "Sul": 48,
        "Norte": 28
      },
      "states": {
        "GO": 9,
        "PI": 3,
        "SP": 68,
        "SC": 15,
        "MG": 32,
        "ES": 8,
        "PB": 9,
        "PA": 16,
        "MA": 12,
        "RR": 3,
        "RJ": 33,
        "DF": 5,
        "PE": 20,
        "PR": 18,
        "CE": 15,
        "RS": 15,
        "MT": 8,
        "BA": 20,
        "MS": 3,
        "AM": 6,
        "AL": 2,
        "SE": 6,
        "RN": 5,
        "RO": 3
      },
      "capitals": 18,
      "top_municipalities": [
        {
          "municipality_code": "3550308",
          "municipality": "São Paulo",
          "uf": "SP",
          "sectors": 22,
          "interviews": 132
        },
        {
          "municipality_code": "3304557",
          "municipality": "Rio de Janeiro",
          "uf": "RJ",
          "sectors": 12,
          "interviews": 72
        },
        {
          "municipality_code": "3106200",
          "municipality": "Belo Horizonte",
          "uf": "MG",
          "sectors": 5,
          "interviews": 30
        },
        {
          "municipality_code": "5300108",
          "municipality": "Brasília",
          "uf": "DF",
          "sectors": 5,
          "interviews": 30
        },
        {
          "municipality_code": "2927408",
          "municipality": "Salvador",
          "uf": "BA",
          "sectors": 4,
          "interviews": 24
        },
        {
          "municipality_code": "2200400",
          "municipality": "Altos",
          "uf": "PI",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "4201208",
          "municipality": "Antônio Carlos",
          "uf": "SC",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "3200805",
          "municipality": "Baixo Guandu",
          "uf": "ES",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "2501500",
          "municipality": "Bananeiras",
          "uf": "PB",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "1501303",
          "municipality": "Barcarena",
          "uf": "PA",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "2101608",
          "municipality": "Barra do Corda",
          "uf": "MA",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "1501451",
          "municipality": "Belterra",
          "uf": "PA",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "1400100",
          "municipality": "Boa Vista",
          "uf": "RR",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "3300506",
          "municipality": "Bom Jardim",
          "uf": "RJ",
          "sectors": 3,
          "interviews": 18
        },
        {
          "municipality_code": "1501782",
          "municipality": "Breu Branco",
          "uf": "PA",
          "sectors": 3,
          "interviews": 18
        }
      ],
      "selected_sector_population": {
        "available": 334,
        "minimum": 98,
        "median": 568,
        "maximum": 2258,
        "below_50": 0,
        "below_100": 1
      }
    }
  },
  "comparison": {
    "common_municipalities": 22,
    "municipality_jaccard_pct": 10.09,
    "common_municipality_codes": [
      "1302603",
      "2111300",
      "2304400",
      "2509396",
      "2611606",
      "2704302",
      "2927408",
      "3106200",
      "3155405",
      "3205309",
      "3301702",
      "3304557",
      "3304904",
      "3509502",
      "3518800",
      "3547809",
      "3550308",
      "4106902",
      "4209300",
      "4314902",
      "5208707",
      "5300108"
    ],
    "common_exact_sectors": 0,
    "sector_jaccard_pct": 0.0,
    "common_sector_details": [],
    "common_municipality_neighborhoods": 9,
    "common_neighborhood_details": [
      {
        "municipality": "Salvador",
        "uf": "BA",
        "neighborhood_june": "Uruguai",
        "neighborhood_july": "Uruguai",
        "june_sectors": [
          "292740805150251"
        ],
        "july_sectors": [
          "292740805150049"
        ],
        "same_exact_sector": false
      },
      {
        "municipality": "Rio de Janeiro",
        "uf": "RJ",
        "neighborhood_june": "Realengo",
        "neighborhood_july": "Realengo",
        "june_sectors": [
          "330455705370342"
        ],
        "july_sectors": [
          "330455705370233"
        ],
        "same_exact_sector": false
      },
      {
        "municipality": "Rio de Janeiro",
        "uf": "RJ",
        "neighborhood_june": "Recreio Dos Bandeirantes",
        "neighborhood_july": "Recreio Dos Bandeirantes",
        "june_sectors": [
          "330455705290691"
        ],
        "july_sectors": [
          "330455705290471"
        ],
        "same_exact_sector": false
      },
      {
        "municipality": "São Paulo",
        "uf": "SP",
        "neighborhood_june": "Campo Grande",
        "neighborhood_july": "Campo Grande",
        "june_sectors": [
          "355030816000213"
        ],
        "july_sectors": [
          "355030816000140"
        ],
        "same_exact_sector": false
      },
      {
        "municipality": "São Paulo",
        "uf": "SP",
        "neighborhood_june": "Ipiranga",
        "neighborhood_july": "Ipiranga",
        "june_sectors": [
          "355030834000046"
        ],
        "july_sectors": [
          "355030834000269"
        ],
        "same_exact_sector": false
      },
      {
        "municipality": "São Paulo",
        "uf": "SP",
        "neighborhood_june": "Jaragua",
        "neighborhood_july": "Jaragua",
        "june_sectors": [
          "355030842000191"
        ],
        "july_sectors": [
          "355030842000744"
        ],
        "same_exact_sector": false
      },
      {
        "municipality": "Curitiba",
        "uf": "PR",
        "neighborhood_june": "Cajuru",
        "neighborhood_july": "Cajuru",
        "june_sectors": [
          "410690205030263"
        ],
        "july_sectors": [
          "410690205030004"
        ],
        "same_exact_sector": false
      },
      {
        "municipality": "Curitiba",
        "uf": "PR",
        "neighborhood_june": "Portao",
        "neighborhood_july": "Portao",
        "june_sectors": [
          "410690205060518"
        ],
        "july_sectors": [
          "410690205060007"
        ],
        "same_exact_sector": false
      },
      {
        "municipality": "Brasília",
        "uf": "DF",
        "neighborhood_june": "Planaltina",
        "neighborhood_july": "Planaltina",
        "june_sectors": [
          "530010805110066"
        ],
        "july_sectors": [
          "530010805110238"
        ],
        "same_exact_sector": false
      }
    ],
    "same_neighborhood_but_different_sector": 9
  },
  "capitals": {
    "july": [
      {
        "municipality_code": "3550308",
        "municipality": "São Paulo",
        "uf": "SP",
        "sectors": 22,
        "interviews": 132,
        "neighborhoods": [
          "Barra Funda",
          "Brasilandia",
          "Campo Grande",
          "Jardim Sonia Inga",
          "Ermelino Matarazzo",
          "Cantinho Do Ceu",
          "Guaianazes",
          "Ipiranga",
          "Itaim Bibi",
          "Jardim Norma",
          "Jaragua",
          "Conjunto Promorar Sao Luis",
          "Perdizes",
          "Pirituba",
          "Sacoma",
          "Vila Ema",
          "Sao Miguel",
          "Tatuape",
          "Vila Leopoldina",
          "Pq Vila Maria",
          "Vila California",
          "Lajeado"
        ]
      },
      {
        "municipality_code": "3304557",
        "municipality": "Rio de Janeiro",
        "uf": "RJ",
        "sectors": 12,
        "interviews": 72,
        "neighborhoods": [
          "Copacabana",
          "Andarai",
          "Iraja",
          "Tanque",
          "Vila Kennedy",
          "Cosmos",
          "Santa Cruz",
          "Anchieta",
          "Recreio Dos Bandeirantes",
          "Rocinha",
          "Realengo",
          "Vigário Geral"
        ]
      },
      {
        "municipality_code": "3106200",
        "municipality": "Belo Horizonte",
        "uf": "MG",
        "sectors": 5,
        "interviews": 30,
        "neighborhoods": [
          "Pompeia",
          "Alto Caicaras",
          "Diamante",
          "Belmonte",
          "Santa Monica"
        ]
      },
      {
        "municipality_code": "5300108",
        "municipality": "Brasília",
        "uf": "DF",
        "sectors": 5,
        "interviews": 30,
        "neighborhoods": [
          "Gama",
          "Planaltina",
          "Ceilandia",
          "Santa Maria",
          "Sudoeste"
        ]
      },
      {
        "municipality_code": "2927408",
        "municipality": "Salvador",
        "uf": "BA",
        "sectors": 4,
        "interviews": 24,
        "neighborhoods": [
          "Engenho Velho De Brotas",
          "Uruguai",
          "Cidade Nova",
          "Valeria"
        ]
      },
      {
        "municipality_code": "1501402",
        "municipality": "Belém",
        "uf": "PA",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Cidade Velha",
          "Jurunas",
          "Campina"
        ]
      },
      {
        "municipality_code": "4106902",
        "municipality": "Curitiba",
        "uf": "PR",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Cajuru",
          "Portao",
          "Tatuquara"
        ]
      },
      {
        "municipality_code": "2304400",
        "municipality": "Fortaleza",
        "uf": "CE",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Jacarecanga",
          "Vila Uniao",
          "Jangurussu"
        ]
      },
      {
        "municipality_code": "5208707",
        "municipality": "Goiânia",
        "uf": "GO",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Setor Oeste",
          "Residencial Olinda",
          "Vila Clemente"
        ]
      },
      {
        "municipality_code": "1302603",
        "municipality": "Manaus",
        "uf": "AM",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Lago Azul",
          "Santa Luzia",
          "Colonia Terra Nova"
        ]
      },
      {
        "municipality_code": "2408102",
        "municipality": "Natal",
        "uf": "RN",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Potengi",
          "Lagoa Azul",
          "Alecrim"
        ]
      },
      {
        "municipality_code": "2611606",
        "municipality": "Recife",
        "uf": "PE",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Cajueiro",
          "Iputinga",
          "Ipsep"
        ]
      },
      {
        "municipality_code": "1200401",
        "municipality": "Rio Branco",
        "uf": "AC",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Jardim Nazle",
          "Vila Acre",
          "Cidade Do Povo"
        ]
      },
      {
        "municipality_code": "2111300",
        "municipality": "São Luís",
        "uf": "MA",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Angelim",
          "Pedrinhas",
          "Conjunto Alameda Dos Sonhos"
        ]
      },
      {
        "municipality_code": "3205309",
        "municipality": "Vitória",
        "uf": "ES",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Itararé",
          "Sao Pedro",
          "Mata Da Praia"
        ]
      },
      {
        "municipality_code": "2704302",
        "municipality": "Maceió",
        "uf": "AL",
        "sectors": 2,
        "interviews": 12,
        "neighborhoods": [
          "Ponta Grossa",
          "Benedito Bentes"
        ]
      },
      {
        "municipality_code": "4314902",
        "municipality": "Porto Alegre",
        "uf": "RS",
        "sectors": 2,
        "interviews": 12,
        "neighborhoods": [
          "Petropolis",
          "Itu Sabara"
        ]
      }
    ],
    "august": [
      {
        "municipality_code": "3550308",
        "municipality": "São Paulo",
        "uf": "SP",
        "sectors": 22,
        "interviews": 132,
        "neighborhoods": [
          "Vila Rio Branco",
          "Vila Santa Teresa",
          "Conj Hab Padre Jose De Anchieta",
          "Vila Nova Cachoeirinha",
          "Campo Grande",
          "Parque Munhoz",
          "Consolacao",
          "Vila Natal",
          "Ipiranga",
          "Itaim Paulista",
          "Jaragua",
          "Jardim Tomas",
          "Jose Bonifacio",
          "Mooca",
          "Penha",
          "Vila Zat",
          "Vila Das Merces",
          "Jardim Sao Francisco",
          "Sapopemba",
          "Saude",
          "Vila Isolina Mazzei",
          "Sao Domingos"
        ]
      },
      {
        "municipality_code": "3304557",
        "municipality": "Rio de Janeiro",
        "uf": "RJ",
        "sectors": 12,
        "interviews": 72,
        "neighborhoods": [
          "Botafogo",
          "Tijuca",
          "Abolicao",
          "Sao Francisco Xavier",
          "Quintino Bocaiuva",
          "Bangu",
          "Inhoaiba",
          "Paciencia",
          "Galeao",
          "Recreio Dos Bandeirantes",
          "Engenho Da Rainha",
          "Realengo"
        ]
      },
      {
        "municipality_code": "3106200",
        "municipality": "Belo Horizonte",
        "uf": "MG",
        "sectors": 5,
        "interviews": 30,
        "neighborhoods": [
          "União",
          "Grajau",
          "Bonsucesso",
          "Novo Aarao Reis",
          "Maria Helena"
        ]
      },
      {
        "municipality_code": "5300108",
        "municipality": "Brasília",
        "uf": "DF",
        "sectors": 5,
        "interviews": 30,
        "neighborhoods": [
          "Taguatinga Norte",
          "Planaltina",
          "Samambaia",
          "Aguas Claras",
          "Itapoã"
        ]
      },
      {
        "municipality_code": "2927408",
        "municipality": "Salvador",
        "uf": "BA",
        "sectors": 4,
        "interviews": 24,
        "neighborhoods": [
          "Costa Azul",
          "Uruguai",
          "Caixa Dagua",
          "Mussurunga"
        ]
      },
      {
        "municipality_code": "1400100",
        "municipality": "Boa Vista",
        "uf": "RR",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Santa Luzia",
          "São Bento",
          "Cidade Satelite"
        ]
      },
      {
        "municipality_code": "5103403",
        "municipality": "Cuiabá",
        "uf": "MT",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Lixeira",
          "Jd Imperial 2",
          "Guia"
        ]
      },
      {
        "municipality_code": "4106902",
        "municipality": "Curitiba",
        "uf": "PR",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Cajuru",
          "Portao",
          "Cidade Industrial De Curitiba"
        ]
      },
      {
        "municipality_code": "4205407",
        "municipality": "Florianópolis",
        "uf": "SC",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Monte Cristo",
          "Morro Das Pedras",
          "Sambaqui"
        ]
      },
      {
        "municipality_code": "2304400",
        "municipality": "Fortaleza",
        "uf": "CE",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Aldeota",
          "Sapiranga",
          "Conjunto Ceará i"
        ]
      },
      {
        "municipality_code": "5208707",
        "municipality": "Goiânia",
        "uf": "GO",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Marista",
          "Novo Mundo",
          "Vila Cristina"
        ]
      },
      {
        "municipality_code": "1302603",
        "municipality": "Manaus",
        "uf": "AM",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "São Francisco",
          "Cidade De Deus",
          "Zumbi Dos Palmares"
        ]
      },
      {
        "municipality_code": "1100205",
        "municipality": "Porto Velho",
        "uf": "RO",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Nossa Senhora Das Graças",
          "Nova Mutum",
          "Aeroclube"
        ]
      },
      {
        "municipality_code": "2611606",
        "municipality": "Recife",
        "uf": "PE",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Arruda",
          "Engenho Do Meio",
          "Ibura"
        ]
      },
      {
        "municipality_code": "2111300",
        "municipality": "São Luís",
        "uf": "MA",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Sao Braz Dos Macacos",
          "Forquilha",
          "Turu"
        ]
      },
      {
        "municipality_code": "3205309",
        "municipality": "Vitória",
        "uf": "ES",
        "sectors": 3,
        "interviews": 18,
        "neighborhoods": [
          "Santa Tereza",
          "Santa Martha",
          "Jardim Camburi"
        ]
      },
      {
        "municipality_code": "2704302",
        "municipality": "Maceió",
        "uf": "AL",
        "sectors": 2,
        "interviews": 12,
        "neighborhoods": [
          "Serraria",
          "Cidade Universitária"
        ]
      },
      {
        "municipality_code": "4314902",
        "municipality": "Porto Alegre",
        "uf": "RS",
        "sectors": 2,
        "interviews": 12,
        "neighborhoods": [
          "Menino Deus",
          "Jardim Itu Sabara"
        ]
      }
    ]
  },
  "ibge_validation": {
    "retrieved": "2026-08-07",
    "errors": {},
    "reference_file": "data/originals/censo_2022_setores_censitarios/quaest_sector_reference_2026-08-07.json"
  },
  "design": {
    "clusters": 334,
    "interviews_per_cluster": 6,
    "cluster_deff": [
      {
        "rho": 0.05,
        "deff": 1.25
      },
      {
        "rho": 0.1,
        "deff": 1.5
      },
      {
        "rho": 0.2,
        "deff": 2.0
      }
    ]
  }
}