{
  "metadata": {
    "registry": "BR-06773/2026",
    "registered": "2026-08-08",
    "published": "2026-08-14",
    "field": [
      "2026-08-10",
      "2026-08-13"
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    "interviews": 2004,
    "mode": "in-person household interview",
    "municipalities": 120,
    "census_sectors": 334,
    "interviews_per_sector": 6,
    "contractors": [
      "Globo Comunicação e Participações S/A",
      "Editora Globo S/A"
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      "published_questions": [
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      "published_pct": 77.4,
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      "report_pages_pct": 72.8,
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        "recipient": "Editora Globo",
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        "issued": "2026-07-22",
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        "issued": "2026-08-04",
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      "regular_polls": 6,
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      "seventh_poll_brl": 570108,
      "installments": 3,
      "installment_brl": 819292,
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      "due_dates": [
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        "2026-08-25",
        "2026-09-25"
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    "interpretation": "The six invoices are paired 50% shares of three contract installments, not six separate payments for this single round."
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    "values": {
      "Lula": 38,
      "Flávio Bolsonaro": 31,
      "Renan Santos": 4,
      "Ronaldo Caiado": 4,
      "Augusto Cury": 2,
      "Romeu Zema": 2,
      "Samara Martins": 1,
      "Clariana Barão": 0,
      "Edmilson Costa": 0,
      "Hertz Dias": 0,
      "Leonardo Avalanche": 0,
      "Rui Costa Pimenta": 0,
      "Wilson Grassi": 0,
      "Indeciso": 10,
      "Branco, nulo ou não vota": 8
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  "runoffs": {
    "page": [
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      40,
      50,
      60
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        "Lula": 43,
        "challenger": 40,
        "blank": 13,
        "undecided": 4
      },
      "Ronaldo Caiado": {
        "Lula": 44,
        "challenger": 37,
        "blank": 14,
        "undecided": 5
      },
      "Renan Santos": {
        "Lula": 44,
        "challenger": 36,
        "blank": 16,
        "undecided": 4
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      "Romeu Zema": {
        "Lula": 45,
        "challenger": 34,
        "blank": 16,
        "undecided": 5
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    }
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      "Esquerda não lulista": 14,
      "Independente": 32,
      "Direita não bolsonarista": 21,
      "Bolsonarista": 12,
      "Não sabe": 2
    },
    "first_round": {
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        "Lula": 91,
        "Flávio": 1,
        "Renan": 0,
        "Caiado": 0,
        "Cury": 0,
        "Zema": 1,
        "Samara": 1,
        "Outros": 1,
        "Indeciso": 3,
        "Branco": 2
      },
      "Esquerda não lulista": {
        "Lula": 81,
        "Flávio": 2,
        "Renan": 1,
        "Caiado": 0,
        "Cury": 2,
        "Zema": 1,
        "Samara": 1,
        "Outros": 0,
        "Indeciso": 7,
        "Branco": 5
      },
      "Independente": {
        "Lula": 23,
        "Flávio": 16,
        "Renan": 8,
        "Caiado": 6,
        "Cury": 4,
        "Zema": 3,
        "Samara": 1,
        "Outros": 1,
        "Indeciso": 20,
        "Branco": 18
      },
      "Direita não bolsonarista": {
        "Lula": 5,
        "Flávio": 70,
        "Renan": 5,
        "Caiado": 6,
        "Cury": 2,
        "Zema": 3,
        "Samara": 0,
        "Outros": 0,
        "Indeciso": 6,
        "Branco": 3
      },
      "Bolsonarista": {
        "Lula": 3,
        "Flávio": 90,
        "Renan": 1,
        "Caiado": 2,
        "Cury": 0,
        "Zema": 0,
        "Samara": 0,
        "Outros": 0,
        "Indeciso": 2,
        "Branco": 2
      }
    }
  },
  "positioning_control": {
    "known_position_share": 98,
    "recomposed": {
      "Lula": 37.4,
      "Flávio": 31.09
    },
    "published": {
      "Lula": 38,
      "Flávio": 31
    },
    "residual_context": "The crosstab excludes the 2% without a declared political position and uses rounded cells."
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  "segments": {
    "page": 31,
    "runoff": {
      "Nordeste": [
        61,
        26
      ],
      "Até 2 SM": [
        58,
        27
      ],
      "Preta": [
        52,
        30
      ],
      "Fundamental": [
        52,
        31
      ],
      "Católica": [
        50,
        36
      ],
      "60 anos ou mais": [
        48,
        35
      ],
      "Mulheres": [
        44,
        35
      ],
      "Parda": [
        44,
        37
      ],
      "Centro-Oeste/Norte": [
        42,
        41
      ],
      "16 a 34 anos": [
        41,
        41
      ],
      "35 a 59 anos": [
        42,
        42
      ],
      "Homens": [
        41,
        45
      ],
      "2 a 5 SM": [
        38,
        43
      ],
      "Branca": [
        38,
        45
      ],
      "Sudeste": [
        36,
        44
      ],
      "Médio": [
        36,
        45
      ],
      "Superior": [
        36,
        47
      ],
      "Mais de 5 SM": [
        34,
        48
      ],
      "Evangélica": [
        28,
        53
      ],
      "Sul": [
        27,
        54
      ]
    },
    "Flávio_margin": {
      "Nordeste": -35,
      "Até 2 SM": -31,
      "Preta": -22,
      "Fundamental": -21,
      "Católica": -14,
      "60 anos ou mais": -13,
      "Mulheres": -9,
      "Parda": -7,
      "Centro-Oeste/Norte": -1,
      "16 a 34 anos": 0,
      "35 a 59 anos": 0,
      "Homens": 4,
      "2 a 5 SM": 5,
      "Branca": 7,
      "Sudeste": 8,
      "Médio": 9,
      "Superior": 11,
      "Mais de 5 SM": 14,
      "Evangélica": 25,
      "Sul": 27
    }
  },
  "approval": {
    "pages": [
      111,
      112,
      113,
      114,
      115,
      116,
      117,
      118,
      119
    ],
    "national": {
      "approve": 46,
      "disapprove": 48,
      "unknown": 6
    },
    "disapproval": {
      "Nordeste": 31,
      "Sudeste": 54,
      "Sul": 59,
      "Centro-Oeste/Norte": 48,
      "Mulheres": 45,
      "Homens": 51,
      "16 a 34 anos": 47,
      "35 a 59 anos": 50,
      "60 anos ou mais": 38,
      "Fundamental": 38,
      "Médio": 52,
      "Superior": 57,
      "Até 2 SM": 35,
      "2 a 5 SM": 51,
      "Mais de 5 SM": 57,
      "Católica": 42,
      "Evangélica": 60,
      "Branca": 43,
      "Parda": 43,
      "Preta": 40,
      "Independente": 48,
      "Direita não bolsonarista": 88,
      "Bolsonarista": 94
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  },
  "conversion_gap": {
    "segment_gaps": {
      "Nordeste": 5,
      "Até 2 SM": 8,
      "Preta": 10,
      "Fundamental": 7,
      "Católica": 6,
      "60 anos ou mais": 3,
      "Mulheres": 10,
      "Parda": 6,
      "Centro-Oeste/Norte": 7,
      "16 a 34 anos": 6,
      "35 a 59 anos": 8,
      "Homens": 6,
      "2 a 5 SM": 8,
      "Branca": -2,
      "Sudeste": 10,
      "Médio": 7,
      "Superior": 10,
      "Mais de 5 SM": 9,
      "Evangélica": 7,
      "Sul": 5
    },
    "closed_partitions": {
      "region": {
        "disapproval": 47.47,
        "Flávio_runoff": 40.03,
        "addressable_ceiling_gap": 7.44
      },
      "sex": {
        "disapproval": 47.82,
        "Flávio_runoff": 39.7,
        "addressable_ceiling_gap": 8.12
      },
      "age": {
        "disapproval": 46.19,
        "Flávio_runoff": 40.01,
        "addressable_ceiling_gap": 6.18
      },
      "education": {
        "disapproval": 47.21,
        "Flávio_runoff": 39.64,
        "addressable_ceiling_gap": 7.57
      },
      "income": {
        "disapproval": 47.66,
        "Flávio_runoff": 39.39,
        "addressable_ceiling_gap": 8.27
      }
    },
    "label": "addressable ceiling, not forecast"
  },
  "channels": {
    "pages": [
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      162,
      163,
      164,
      165,
      166,
      167
    ],
    "national": {
      "Redes sociais": 35,
      "TV": 34,
      "Sites": 10,
      "Amigos/família": 6,
      "Rádio": 3,
      "WhatsApp": 3,
      "Impresso": 2,
      "Chat com IA": 1,
      "Não se informa": 5,
      "Não sabe": 1
    },
    "segments": {
      "Mulheres": [
        31,
        38
      ],
      "Homens": [
        38,
        29
      ],
      "16 a 34 anos": [
        56,
        15
      ],
      "35 a 59 anos": [
        30,
        39
      ],
      "60 anos ou mais": [
        16,
        52
      ],
      "Fundamental": [
        23,
        43
      ],
      "Médio": [
        42,
        29
      ],
      "Superior": [
        45,
        23
      ],
      "Até 2 SM": [
        30,
        39
      ],
      "2 a 5 SM": [
        35,
        33
      ],
      "Mais de 5 SM": [
        36,
        28
      ],
      "Lulista": [
        21,
        47
      ],
      "Esquerda não lulista": [
        33,
        32
      ],
      "Independente": [
        33,
        32
      ],
      "Direita não bolsonarista": [
        48,
        25
      ],
      "Bolsonarista": [
        39,
        31
      ]
    }
  },
  "other_findings": {
    "vote_certainty_page": 28,
    "vote_certainty": {
      "Lula": 77,
      "Flávio Bolsonaro": 70,
      "Renan Santos": 57,
      "Ronaldo Caiado": 55,
      "Romeu Zema": 23
    },
    "potential_rejection_page": 71,
    "potential_rejection": {
      "Lula": [
        45,
        52
      ],
      "Flávio Bolsonaro": [
        41,
        54
      ],
      "Ronaldo Caiado": [
        22,
        35
      ],
      "Romeu Zema": [
        19,
        34
      ],
      "Renan Santos": [
        14,
        21
      ]
    },
    "fear_page": 81,
    "fear": {
      "Família Bolsonaro": 45,
      "Mais Lula": 41,
      "Ambos": 6,
      "Nenhum": 3,
      "Não sabe": 5
    },
    "expected_winner_page": 91,
    "expected_winner": {
      "Lula": 56,
      "Flávio Bolsonaro": 27,
      "Renan Santos": 1,
      "Romeu Zema": 1,
      "Ronaldo Caiado": 1,
      "Não sabe": 14
    },
    "direction_page": 131,
    "direction": {
      "Errada": 53,
      "Certa": 38,
      "Não sabe": 9
    },
    "economy_past_page": 141,
    "economy_past": {
      "Piorou": 49,
      "Ficou igual": 30,
      "Melhorou": 19,
      "Não sabe": 2
    },
    "food_page": 145,
    "food": {
      "Subiu": 68,
      "Ficou igual": 22,
      "Caiu": 8,
      "Não sabe": 2
    },
    "economy_future_page": 149,
    "economy_future": {
      "Melhorar": 42,
      "Ficar igual": 24,
      "Piorar": 28,
      "Não sabe": 6
    },
    "concerns_page": 154,
    "concerns": {
      "Violência": 33,
      "Economia": 15,
      "Saúde": 14,
      "Corrupção": 14,
      "Questões sociais": 12,
      "Educação": 7,
      "Outros": 5
    },
    "ideology_page": 169,
    "ideology": {
      "Esquerda": 23,
      "Centro": 20,
      "Direita": 40,
      "Não sabe": 17
    },
    "morals_page": 178,
    "morals": {
      "Progressista": 28,
      "Nenhum": 18,
      "Conservador": 54
    }
  },
  "uncertainty": {
    "assumption": "simple random sample approximation; actual weights, PSU covariance and design effect are unpublished",
    "first_round": {
      "lead": 7,
      "difference_moe_95": 3.62,
      "difference_interval_95": [
        3.38,
        10.62
      ],
      "deff_to_include_zero": 3.73,
      "rho_with_six_per_sector": 0.546
    },
    "runoff": {
      "lead": 3,
      "difference_moe_95": 3.99,
      "difference_interval_95": [
        -0.99,
        6.99
      ],
      "statistically_clear_under_srs": false
    },
    "wave_change": "The 39 to 38 Lula and 30 to 31 Flávio first-round movement is within sampling noise under an SRS approximation."
  },
  "transfer": {
    "method": "IPF/RAS with explicit ideological prior and structural zeros",
    "published_matrix_found": false,
    "measured_origin_rows": 0,
    "estimated_origin_rows": 9,
    "sources": {
      "Lula": 38,
      "Flávio": 31,
      "Renan": 4,
      "Caiado": 4,
      "Augusto Cury": 2,
      "Zema": 2,
      "Samara": 1,
      "Indeciso 1º": 10,
      "Branco 1º": 8
    },
    "targets": {
      "Lula": 43,
      "Flávio": 40,
      "Branco 2º": 13,
      "Indeciso 2º": 4
    },
    "prior": {
      "Lula": {
        "Lula": 0.995,
        "Flávio": 0.0,
        "Branco 2º": 0.0,
        "Indeciso 2º": 0.005
      },
      "Flávio": {
        "Lula": 0.0,
        "Flávio": 0.995,
        "Branco 2º": 0.0,
        "Indeciso 2º": 0.005
      },
      "Renan": {
        "Lula": 0.06,
        "Flávio": 0.58,
        "Branco 2º": 0.34,
        "Indeciso 2º": 0.02
      },
      "Caiado": {
        "Lula": 0.12,
        "Flávio": 0.5,
        "Branco 2º": 0.36,
        "Indeciso 2º": 0.02
      },
      "Augusto Cury": {
        "Lula": 0.25,
        "Flávio": 0.6,
        "Branco 2º": 0.12,
        "Indeciso 2º": 0.03
      },
      "Zema": {
        "Lula": 0.08,
        "Flávio": 0.55,
        "Branco 2º": 0.35,
        "Indeciso 2º": 0.02
      },
      "Samara": {
        "Lula": 0.98,
        "Flávio": 0.0,
        "Branco 2º": 0.01,
        "Indeciso 2º": 0.01
      },
      "Indeciso 1º": {
        "Lula": 0.18,
        "Flávio": 0.18,
        "Branco 2º": 0.34,
        "Indeciso 2º": 0.3
      },
      "Branco 1º": {
        "Lula": 0.1,
        "Flávio": 0.15,
        "Branco 2º": 0.72,
        "Indeciso 2º": 0.03
      }
    },
    "matrix": {
      "Lula": {
        "Lula": 37.811,
        "Flávio": 0.0,
        "Branco 2º": 0.0,
        "Indeciso 2º": 0.189
      },
      "Flávio": {
        "Lula": 0.0,
        "Flávio": 30.827,
        "Branco 2º": 0.0,
        "Indeciso 2º": 0.173
      },
      "Renan": {
        "Lula": 0.261,
        "Flávio": 2.246,
        "Branco 2º": 1.406,
        "Indeciso 2º": 0.086
      },
      "Caiado": {
        "Lula": 0.518,
        "Flávio": 1.92,
        "Branco 2º": 1.477,
        "Indeciso 2º": 0.086
      },
      "Augusto Cury": {
        "Lula": 0.539,
        "Flávio": 1.151,
        "Branco 2º": 0.246,
        "Indeciso 2º": 0.064
      },
      "Zema": {
        "Lula": 0.174,
        "Flávio": 1.062,
        "Branco 2º": 0.722,
        "Indeciso 2º": 0.043
      },
      "Samara": {
        "Lula": 0.981,
        "Flávio": 0.0,
        "Branco 2º": 0.01,
        "Indeciso 2º": 0.01
      },
      "Indeciso 1º": {
        "Lula": 1.873,
        "Flávio": 1.667,
        "Branco 2º": 3.363,
        "Indeciso 2º": 3.098
      },
      "Branco 1º": {
        "Lula": 0.844,
        "Flávio": 1.127,
        "Branco 2º": 5.778,
        "Indeciso 2º": 0.251
      }
    },
    "outside_base_gain": {
      "Lula": 5.189,
      "Flávio": 9.173,
      "Flávio_to_Lula_ratio": 1.768
    },
    "warning": "All ribbons are estimates. Aggregate consolidation is constrained by published margins; candidate-level splits depend on the prior."
  },
  "territory_summary": {
    "rounds": {
      "previous": {
        "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
        },
        "capital_sectors": 85
      },
      "current": {
        "sectors": 334,
        "interviews": 2004,
        "municipalities": 120,
        "municipality_neighborhood_pairs": 318,
        "interviews_per_sector": {
          "6": 334
        },
        "regions": {
          "Nordeste": 92,
          "Norte": 28,
          "Sudeste": 141,
          "Centro-Oeste": 25,
          "Sul": 48
        },
        "states": {
          "BA": 19,
          "PA": 18,
          "RN": 6,
          "TO": 4,
          "SP": 68,
          "MS": 6,
          "MG": 36,
          "DF": 5,
          "PE": 18,
          "PR": 18,
          "RJ": 30,
          "CE": 14,
          "MA": 14,
          "SC": 10,
          "PB": 6,
          "MT": 6,
          "GO": 8,
          "RS": 20,
          "SE": 3,
          "RO": 3,
          "ES": 7,
          "AL": 6,
          "AM": 3,
          "PI": 6
        },
        "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": "1500800",
            "municipality": "Ananindeua",
            "uf": "PA",
            "sectors": 3,
            "interviews": 18
          },
          {
            "municipality_code": "2400802",
            "municipality": "Angicos",
            "uf": "RN",
            "sectors": 3,
            "interviews": 18
          },
          {
            "municipality_code": "2401453",
            "municipality": "Baraúna",
            "uf": "RN",
            "sectors": 3,
            "interviews": 18
          },
          {
            "municipality_code": "5001904",
            "municipality": "Bataguassu",
            "uf": "MS",
            "sectors": 3,
            "interviews": 18
          },
          {
            "municipality_code": "1501402",
            "municipality": "Belém",
            "uf": "PA",
            "sectors": 3,
            "interviews": 18
          },
          {
            "municipality_code": "2602902",
            "municipality": "Cabo de Santo Agostinho",
            "uf": "PE",
            "sectors": 3,
            "interviews": 18
          },
          {
            "municipality_code": "4104303",
            "municipality": "Campo Mourão",
            "uf": "PR",
            "sectors": 3,
            "interviews": 18
          },
          {
            "municipality_code": "3301009",
            "municipality": "Campos dos Goytacazes",
            "uf": "RJ",
            "sectors": 3,
            "interviews": 18
          },
          {
            "municipality_code": "4104808",
            "municipality": "Cascavel",
            "uf": "PR",
            "sectors": 3,
            "interviews": 18
          },
          {
            "municipality_code": "3301306",
            "municipality": "Casimiro de Abreu",
            "uf": "RJ",
            "sectors": 3,
            "interviews": 18
          }
        ],
        "selected_sector_population": {
          "available": 334,
          "minimum": 95,
          "median": 586,
          "maximum": 1428,
          "below_50": 0,
          "below_100": 1
        },
        "capital_sectors": 85
      }
    },
    "comparison": {
      "common_municipalities": 26,
      "municipality_jaccard_pct": 12.15,
      "common_municipality_codes": [
        "1302603",
        "2111300",
        "2304400",
        "2509396",
        "2611606",
        "2704302",
        "2927408",
        "3106200",
        "3170107",
        "3304557",
        "3304904",
        "3506003",
        "3507605",
        "3509502",
        "3510609",
        "3516200",
        "3518800",
        "3548708",
        "3550308",
        "3551009",
        "4106902",
        "4205407",
        "4314902",
        "5103403",
        "5208707",
        "5300108"
      ],
      "common_exact_sectors": 0,
      "sector_jaccard_pct": 0.0,
      "common_sector_details": [],
      "common_municipality_neighborhoods": 5,
      "common_neighborhood_details": [
        {
          "municipality": "Manaus",
          "uf": "AM",
          "neighborhood_june": "Cidade De Deus",
          "neighborhood_july": "Cidade De Deus",
          "june_sectors": [
            "130260305120478"
          ],
          "july_sectors": [
            "130260305120274"
          ],
          "same_exact_sector": false
        },
        {
          "municipality": "Rio de Janeiro",
          "uf": "RJ",
          "neighborhood_june": "Inhoaiba",
          "neighborhood_july": "Inhoaíba",
          "june_sectors": [
            "330455705230369"
          ],
          "july_sectors": [
            "330455705230627"
          ],
          "same_exact_sector": false
        },
        {
          "municipality": "Rio de Janeiro",
          "uf": "RJ",
          "neighborhood_june": "Realengo",
          "neighborhood_july": "Realengo",
          "june_sectors": [
            "330455705370233"
          ],
          "july_sectors": [
            "330455705370574"
          ],
          "same_exact_sector": false
        },
        {
          "municipality": "Guarulhos",
          "uf": "SP",
          "neighborhood_june": "Bonsucesso",
          "neighborhood_july": "Bonsucesso",
          "june_sectors": [
            "351880010000769"
          ],
          "july_sectors": [
            "351880010000442"
          ],
          "same_exact_sector": false
        },
        {
          "municipality": "São Paulo",
          "uf": "SP",
          "neighborhood_june": "Ipiranga",
          "neighborhood_july": "Ipiranga",
          "june_sectors": [
            "355030834000269"
          ],
          "july_sectors": [
            "355030834000227"
          ],
          "same_exact_sector": false
        }
      ],
      "same_neighborhood_but_different_sector": 5
    },
    "ibge_validation": {
      "retrieved": "2026-08-16",
      "statuses": {
        "population_api": 668
      },
      "errors": {},
      "reference_file": "data/originals/censo_2022_setores_censitarios/quaest_sector_reference_2026-08-14.json"
    }
  }
}
