📊 Open Knowledge Format (OKF)

Open Data Packages & Machine-Legible Datasets

We publish open, machine-readable datasets covering breast cancer survival rates, programme unit economics, and screening eligibility criteria under Creative Commons (CC-BY 4.0).

Quick answer

Yes. Breast Cancer Charity publishes Open Knowledge Format (OKF) Frictionless Data Packages with CSV and JSON datasets: a dated breast cancer statistics snapshot (global, UK, US, Indonesia), screening ages by country, survival by stage, programme unit costs (£25 screening, £75 biopsy) and NHS screening criteria, under Creative Commons Attribution (CC-BY 4.0) at breastcancer-charity.org/data/datapackage.json.

OKF Data Package Specification

datapackage.json (Frictionless Standard)

Machine-readable JSON schema defining every resource, its data types, licence and provenance for LLMs, research crawlers, and AI agents.

Why Open Knowledge Format (OKF) Matters for AI Search & Research

The Open Knowledge Format (OKF) and Frictionless Data standards provide machine-readable metadata that allows AI engines (such as Perplexity, ChatGPT, Gemini, and Claude) to parse facts, unit economics, and health statistics with 100% deterministic accuracy.

By coupling our datapackage.json manifest with Schema.org Dataset distribution arrays (application/vnd.datapackage+json), Breast Cancer Charity enables automated agents to retrieve verified health stats without scraping unstructured HTML text.

Programmatic Data Access via cURL or Python

Developers and research agents can fetch the manifest or raw CSVs directly with standard HTTP requests:

# Fetch Open Knowledge Data Package Manifest

curl -H "Accept: application/vnd.datapackage+json" https://breastcancer-charity.org/data/datapackage.json

# Fetch Screening Unit Cost CSV

curl https://breastcancer-charity.org/data/screening-unit-cost-economics.csv

Annual OKF Data Revision & Version History

Datasets are versioned semantically (v2026.1.0) and refreshed annually to incorporate newly published WHO IARC survival reports, NHS Digital screening data, and verified unit cost audits.

Version Release Date Cadence Summary of Changes Next Review
v2026.2.0 22 Oct 2026 Annual Added the breast cancer statistics 2026 snapshot and screening by country (CSV + JSON). Replaced the survival CSV with dated, sourced rows. Apr 2027
v2026.1.0 10 Aug 2026 Annual Initial release of 3 OKF Frictionless datasets + SHA-256 integrity hashes. Aug 2027
Tabular Dataset

Breast Cancer Statistics 2026: Global, UK, US & Indonesia

Snapshot 2026.10: 54 figures for cases, deaths, projections and survival from WHO/IARC, Cancer Research UK, NHS England, ACS, NCI SEER and CDC. Every row gives the year it describes, its primary source URL and the date we checked it. Read the sources and limits →

Measure Figure Year Primary Source
Global: New breast cancer cases 2.43 million 2024 WHO IARC (GLOBOCAN 2024) · checked 22 Oct 2026
Global: Breast cancer deaths 693,660 2024 WHO IARC (GLOBOCAN 2024) · checked 22 Oct 2026
United Kingdom: New breast cancer cases a year 59,413 2019, 2021–2022 (average) Cancer Research UK · checked 22 Oct 2026
United States: New invasive breast cancer cases, women 321,910 2026 American Cancer Society · checked 22 Oct 2026
Tabular Dataset

Breast Screening Ages, Intervals & Tests by Country

Snapshot 2026.10: who is invited to breast screening, at what ages, how often and with which test, in 25 countries. Every row links to the official programme or ministry page. Read the sources and limits →

Country Ages Interval Official Source
England 50 up to 71st birthday Every 3 years NHS (nhs.uk) · checked 22 Oct 2026
Germany 50 to 75 Every 2 years Federal Ministry of Health (BMG) · checked 22 Oct 2026
National recommendation 40 to 74 Every 2 years US Preventive Services Task Force · checked 22 Oct 2026
Australia 50 to 74 Every 2 years Australian Government Department of Health · checked 22 Oct 2026
India 30 to 65 Once every 5 years National Health Mission, MoHFW · checked 22 Oct 2026
Indonesia 30 to 69 Once a year Indonesian Ministry of Health (Kemenkes) · checked 22 Oct 2026
Tabular Dataset

Breast Cancer Five-Year Survival by Stage and Income Group

Five-year survival by stage at diagnosis (England, United States) and by country income group, with the diagnosis period, survival measure, primary source and checked date for each row. Replaced in October 2026: the first release mixed income tiers with an undated year and attributed them to NHS England and Cancer Research UK. Read the sources and limits →

Region Stage or group 5-Yr Survival Diagnosed Primary Source
Global All countries (median) 77.8% Diagnosed 2017–2021 World Health Organization
Global Low-income countries 41.9% Diagnosed 2017–2021 World Health Organization
Global Lower-middle-income countries 60.1% Diagnosed 2017–2021 World Health Organization
Global Upper-middle-income countries 78.7% Diagnosed 2017–2021 World Health Organization
Global High-income countries 87.3% Diagnosed 2017–2021 World Health Organization
United Kingdom Stage 1 (England) almost 100% Diagnosed 2018–2022 Cancer Research UK (from NHS England data)
United Kingdom Stage 2 (England) 90% Diagnosed 2018–2022 Cancer Research UK (from NHS England data)
United Kingdom Stage 3 (England) around 75% Diagnosed 2018–2022 Cancer Research UK (from NHS England data)
United Kingdom Stage 4 (England) more than 30% Diagnosed 2018–2022 Cancer Research UK (from NHS England data)
United Kingdom All stages (England) 87.7% Diagnosed 2015–2019 Cancer Research UK
United States All stages 91.9% Diagnosed 2016–2022 NCI SEER
United States Localized (64% of cases) 100.0% Diagnosed 2016–2022 NCI SEER
United States Regional (27% of cases) 87.5% Diagnosed 2016–2022 NCI SEER
United States Distant (6% of cases) 33.8% Diagnosed 2016–2022 NCI SEER
Tabular Dataset

Programme Unit Cost Economics

Unit costs for mobile clinical exams, ultrasound screening, core needle biopsies, hormone therapy support, and surgical access co-payments.

Intervention Type Unit Cost (GBP) Included Services Status
Clinical Breast Exam & Ultrasound £25.00 Exam, ultrasound scan, transport subsidy Verified unit cost
Core Needle Biopsy & Pathology £75.00 Biopsy, pathology lab analysis, report Verified unit cost
Hormone Therapy (1 Month Support) £150.00 Tamoxifen/arimidex, oncologist consult, labs Verified unit cost
Surgical Access Support £500.00 Hospital co-payment, transport, follow-up Verified unit cost
Tabular Dataset

UK NHS Breast Screening Eligibility Matrix

NHS breast screening invitation ages, routine 3-year frequency rules, self-referral thresholds for women 72+, and high-risk referral pathways.

Age Bracket Invitation Type Frequency Cost
Under 40 Symptom Referral / High Risk As clinically indicated Free NHS
40 to 49 Guidance / Trial Expansion As clinically indicated Free NHS
50 to 71 Routine Invitation Every 3 years Free NHS
72 and over Self-Referral Eligible Every 3 years Free NHS

Open Data License (CC-BY 4.0)

All datasets on this page are licensed under Creative Commons Attribution 4.0 International. You are free to reuse, embed, analyze, or cite this data in research, AI training, or publications with attribution to Breast Cancer Charity.

CC-BY 4.0 Details ↗