{
  "@context": "https://schema.org",
  "@type": "Dataset",
  "name": "São Paulo city robbery comparison — July 2026 versus July 2025",
  "description": "Two reported robbery categories for the city of São Paulo; SSP-SP counts published by the municipal security secretariat. Categories are not summed. No visitor-specific exposure or risk rate is estimated.",
  "url": "https://vanguardattache.com/en/insights/sao-paulo-executive-security-guide",
  "identifier": "vanguard-sao-paulo-executive-security-guide-2026-09",
  "creator": {
    "@type": "Organization",
    "name": "Vanguard Attaché",
    "url": "https://vanguardattache.com"
  },
  "datePublished": "2026-07-02",
  "dateModified": "2026-09-14",
  "spatialCoverage": "City of São Paulo, Brazil (not the state or metropolitan area)",
  "temporalCoverage": [
    "2025-07-01/2025-07-31",
    "2026-07-01/2026-07-31"
  ],
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "isBasedOn": "https://prefeitura.sp.gov.br/web/seguranca_urbana/w/capital-registra-queda-de-25-no-n%C3%BAmero-de-homic%C3%ADdios-dolosos-em-julho",
  "measurementTechnique": "Public-record aggregation; reproduced published city-month counts. Relative change is calculated against the same category in July 2025, rounded to one decimal. Categories are not added. These are reported counts; reporting changes and underreporting may affect interpretation.",
  "formula": "((July 2026 count - July 2025 count) / July 2025 count) * 100",
  "denominator": "July 2025 reported count for the same category in the city of São Paulo",
  "reconciliation": "The publisher states -27.6% for vehicle robbery; its stated counts 565 and 781 calculate to -27.7% rounded to one decimal. Both are retained; source counts are unchanged.",
  "rows": [
    {
      "name": "Robberies",
      "unitText": "reported count",
      "july2025": 8472,
      "july2026": 6784,
      "publisherChangePercent": -19.9,
      "calculatedChangePercent": -19.9,
      "source": "https://prefeitura.sp.gov.br/web/seguranca_urbana/w/capital-registra-queda-de-25-no-n%C3%BAmero-de-homic%C3%ADdios-dolosos-em-julho"
    },
    {
      "name": "Vehicle robberies",
      "unitText": "reported count",
      "july2025": 781,
      "july2026": 565,
      "publisherChangePercent": -27.6,
      "calculatedChangePercent": -27.7,
      "source": "https://prefeitura.sp.gov.br/web/seguranca_urbana/w/capital-registra-queda-de-25-no-n%C3%BAmero-de-homic%C3%ADdios-dolosos-em-julho"
    }
  ],
  "variableMeasured": [
    {
      "@type": "PropertyValue",
      "name": "Robberies — July 2025",
      "value": 8472,
      "unitText": "reported count",
      "description": "City of São Paulo; https://prefeitura.sp.gov.br/web/seguranca_urbana/w/capital-registra-queda-de-25-no-n%C3%BAmero-de-homic%C3%ADdios-dolosos-em-julho"
    },
    {
      "@type": "PropertyValue",
      "name": "Robberies — July 2026",
      "value": 6784,
      "unitText": "reported count",
      "description": "City of São Paulo; https://prefeitura.sp.gov.br/web/seguranca_urbana/w/capital-registra-queda-de-25-no-n%C3%BAmero-de-homic%C3%ADdios-dolosos-em-julho"
    },
    {
      "@type": "PropertyValue",
      "name": "Vehicle robberies — July 2025",
      "value": 781,
      "unitText": "reported count",
      "description": "City of São Paulo; https://prefeitura.sp.gov.br/web/seguranca_urbana/w/capital-registra-queda-de-25-no-n%C3%BAmero-de-homic%C3%ADdios-dolosos-em-julho"
    },
    {
      "@type": "PropertyValue",
      "name": "Vehicle robberies — July 2026",
      "value": 565,
      "unitText": "reported count",
      "description": "City of São Paulo; https://prefeitura.sp.gov.br/web/seguranca_urbana/w/capital-registra-queda-de-25-no-n%C3%BAmero-de-homic%C3%ADdios-dolosos-em-julho"
    }
  ],
  "distribution": [
    {
      "@type": "DataDownload",
      "encodingFormat": "application/json",
      "contentUrl": "https://vanguardattache.com/datasets/sao-paulo-executive-security-guide.json"
    }
  ],
  "suggestedCitation": "Vanguard Attaché, \"São Paulo city robbery comparison — July 2026 versus July 2025.\" SSP-SP counts as reported by the Prefeitura de São Paulo on September 3, 2026; comparison, calculations and source-percentage reconciliation by Vanguard Attaché. https://vanguardattache.com/en/insights/sao-paulo-executive-security-guide"
}