Datasets:
participant_id stringlengths 21 21 | country stringclasses 8
values | year int64 2.02k 2.03k | age int64 25 64 | sex stringclasses 1
value | urban_rural stringclasses 2
values | education stringclasses 3
values | insurance stringclasses 2
values | ever_cervical_screened stringclasses 2
values | cervical_screening_method stringclasses 3
values | cervical_screening_result stringclasses 3
values | cervical_treatment_done stringclasses 2
values | ever_breast_screened stringclasses 2
values | breast_screening_method stringclasses 3
values | breast_findings stringclasses 4
values | ever_mammogram stringclasses 2
values | mammogram_result stringclasses 6
values | referred_for_biopsy stringclasses 2
values | barriers_screening stringclasses 5
values | family_history_cancer stringclasses 2
values | known_risk_factors stringclasses 4
values | intends_to_screen stringclasses 3
values | scenario stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SCREEN-ETH-2018-00001 | Ethiopia | 2,018 | 63 | F | Rural | Primary | null | Yes | VIA | Abnormal | No | No | null | null | No | null | null | Stigma | No | null | No | moderate_burden |
SCREEN-KEN-2020-00002 | Kenya | 2,020 | 43 | F | Rural | Tertiary | null | No | null | null | null | No | null | null | No | null | null | No barriers | No | null | Yes | moderate_burden |
SCREEN-MAL-2019-00003 | Malawi | 2,019 | 49 | F | Rural | Secondary | NHIF | No | null | null | null | No | null | null | No | null | null | Awareness | No | null | Yes | moderate_burden |
SCREEN-GHA-2018-00004 | Ghana | 2,018 | 27 | F | Urban | Secondary | null | No | null | null | null | Yes | Clinical exam | Benign | No | null | null | Cost | No | null | No | moderate_burden |
SCREEN-UGA-2018-00005 | Uganda | 2,018 | 52 | F | Rural | Tertiary | Private | No | null | null | null | No | null | null | No | null | null | Cost | Yes | null | No | moderate_burden |
SCREEN-TAN-2025-00006 | Tanzania | 2,025 | 57 | F | Rural | Tertiary | null | No | null | null | null | No | null | null | No | null | null | Access | No | Obesity | No | moderate_burden |
SCREEN-TAN-2021-00007 | Tanzania | 2,021 | 34 | F | Rural | Secondary | null | No | null | null | null | No | null | null | No | null | null | Access | No | null | Unsure | moderate_burden |
SCREEN-UGA-2023-00008 | Uganda | 2,023 | 50 | F | Rural | Primary | null | No | null | null | null | No | null | null | No | null | null | Access | No | HPV | Unsure | moderate_burden |
SCREEN-NIG-2023-00009 | Nigeria | 2,023 | 57 | F | Rural | Primary | Private | No | null | null | null | No | null | null | No | null | null | Awareness | No | HPV | No | moderate_burden |
SCREEN-ZAM-2024-00010 | Zambia | 2,024 | 62 | F | Rural | Secondary | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | HPV | No | moderate_burden |
SCREEN-TAN-2025-00011 | Tanzania | 2,025 | 45 | F | Urban | Primary | NHIF | No | null | null | null | No | null | null | No | null | null | Stigma | No | null | No | moderate_burden |
SCREEN-ETH-2018-00012 | Ethiopia | 2,018 | 30 | F | Rural | Primary | null | No | null | null | null | No | null | null | No | null | null | Cost | No | Obesity | Yes | moderate_burden |
SCREEN-KEN-2023-00013 | Kenya | 2,023 | 56 | F | Rural | Tertiary | null | No | null | null | null | No | null | null | No | null | null | No barriers | No | null | Unsure | moderate_burden |
SCREEN-NIG-2024-00014 | Nigeria | 2,024 | 58 | F | Urban | Primary | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | null | Yes | moderate_burden |
SCREEN-TAN-2024-00015 | Tanzania | 2,024 | 64 | F | Urban | Secondary | NHIF | No | null | null | null | No | null | null | No | null | null | Cost | No | null | Yes | moderate_burden |
SCREEN-TAN-2025-00016 | Tanzania | 2,025 | 41 | F | Rural | Primary | NHIF | No | null | null | null | No | null | null | No | null | null | Stigma | No | Smoking | No | moderate_burden |
SCREEN-KEN-2024-00017 | Kenya | 2,024 | 49 | F | Rural | Secondary | NHIF | No | null | null | null | No | null | null | No | null | null | Access | No | null | Yes | moderate_burden |
SCREEN-ETH-2021-00018 | Ethiopia | 2,021 | 48 | F | Rural | Secondary | null | No | null | null | null | No | null | null | No | null | null | Cost | No | Obesity | No | moderate_burden |
SCREEN-MAL-2018-00019 | Malawi | 2,018 | 41 | F | Urban | Primary | NHIF | No | null | null | null | No | null | null | No | null | null | Access | Yes | null | No | moderate_burden |
SCREEN-ZAM-2024-00020 | Zambia | 2,024 | 46 | F | Urban | Primary | NHIF | No | null | null | null | No | null | null | No | null | null | Awareness | No | null | No | moderate_burden |
SCREEN-TAN-2020-00021 | Tanzania | 2,020 | 51 | F | Rural | Secondary | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | HPV | No | moderate_burden |
SCREEN-UGA-2019-00022 | Uganda | 2,019 | 47 | F | Urban | Secondary | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | null | Yes | moderate_burden |
SCREEN-NIG-2021-00023 | Nigeria | 2,021 | 50 | F | Urban | Primary | Private | No | null | null | null | No | null | null | No | null | null | Cost | No | Obesity | Yes | moderate_burden |
SCREEN-KEN-2018-00024 | Kenya | 2,018 | 56 | F | Urban | Secondary | null | Yes | HPV test | Inadequate | Yes | No | null | null | No | null | null | Cost | No | Obesity | Unsure | moderate_burden |
SCREEN-MAL-2021-00025 | Malawi | 2,021 | 25 | F | Urban | Tertiary | null | No | null | null | null | No | null | null | No | null | null | Cost | No | Smoking | No | moderate_burden |
SCREEN-MAL-2018-00026 | Malawi | 2,018 | 47 | F | Rural | Tertiary | null | No | null | null | null | No | null | null | No | null | null | Access | No | Obesity | No | moderate_burden |
SCREEN-ETH-2022-00027 | Ethiopia | 2,022 | 34 | F | Urban | null | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | Smoking | Yes | moderate_burden |
SCREEN-KEN-2018-00028 | Kenya | 2,018 | 41 | F | Rural | null | null | No | null | null | null | No | null | null | No | null | null | Access | No | Smoking | No | moderate_burden |
SCREEN-MAL-2019-00029 | Malawi | 2,019 | 53 | F | Rural | Primary | NHIF | No | null | null | null | No | null | null | No | null | null | Stigma | No | null | Unsure | moderate_burden |
SCREEN-MAL-2022-00030 | Malawi | 2,022 | 38 | F | Urban | Secondary | NHIF | No | null | null | null | No | null | null | No | null | null | Access | No | null | Yes | moderate_burden |
SCREEN-UGA-2018-00031 | Uganda | 2,018 | 57 | F | Rural | Primary | null | No | null | null | null | No | null | null | No | null | null | Cost | No | null | Unsure | moderate_burden |
SCREEN-NIG-2020-00032 | Nigeria | 2,020 | 57 | F | Urban | Tertiary | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | HPV | Unsure | moderate_burden |
SCREEN-UGA-2018-00033 | Uganda | 2,018 | 50 | F | Urban | Secondary | null | No | null | null | null | No | null | null | No | null | null | Stigma | Yes | null | Yes | moderate_burden |
SCREEN-NIG-2018-00034 | Nigeria | 2,018 | 41 | F | Urban | Secondary | null | No | null | null | null | No | null | null | No | null | null | Cost | No | null | Unsure | moderate_burden |
SCREEN-GHA-2022-00035 | Ghana | 2,022 | 57 | F | Urban | Secondary | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | Smoking | No | moderate_burden |
SCREEN-GHA-2025-00036 | Ghana | 2,025 | 34 | F | Rural | Primary | NHIF | No | null | null | null | No | null | null | No | null | null | Access | No | Smoking | Yes | moderate_burden |
SCREEN-UGA-2023-00037 | Uganda | 2,023 | 37 | F | Rural | Primary | null | Yes | HPV test | Normal | Yes | No | null | null | No | null | null | Access | No | null | No | moderate_burden |
SCREEN-ZAM-2019-00038 | Zambia | 2,019 | 29 | F | Urban | Secondary | null | No | null | null | null | Yes | Clinical exam | Normal | No | null | null | Awareness | No | null | Yes | moderate_burden |
SCREEN-NIG-2024-00039 | Nigeria | 2,024 | 32 | F | Rural | null | null | No | null | null | null | No | null | null | No | null | null | Cost | No | Smoking | Yes | moderate_burden |
SCREEN-MAL-2021-00040 | Malawi | 2,021 | 37 | F | Urban | Secondary | NHIF | No | null | null | null | No | null | null | No | null | null | Awareness | No | null | Unsure | moderate_burden |
SCREEN-ZAM-2024-00041 | Zambia | 2,024 | 40 | F | Rural | Tertiary | null | No | null | null | null | No | null | null | No | null | null | No barriers | No | null | Yes | moderate_burden |
SCREEN-ZAM-2023-00042 | Zambia | 2,023 | 39 | F | Urban | Secondary | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | null | No | moderate_burden |
SCREEN-NIG-2019-00043 | Nigeria | 2,019 | 25 | F | Urban | Tertiary | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | Obesity | Yes | moderate_burden |
SCREEN-MAL-2022-00044 | Malawi | 2,022 | 43 | F | Urban | Tertiary | null | Yes | Pap smear | Inadequate | No | Yes | Mammography | Malignant | No | null | null | Cost | No | null | No | moderate_burden |
SCREEN-TAN-2023-00045 | Tanzania | 2,023 | 32 | F | Urban | Tertiary | Private | No | null | null | null | No | null | null | No | null | null | Cost | No | HPV | No | moderate_burden |
SCREEN-ZAM-2024-00046 | Zambia | 2,024 | 31 | F | Rural | Secondary | null | No | null | null | null | Yes | Clinical exam | Suspicious | No | null | null | Cost | No | HPV | Unsure | moderate_burden |
SCREEN-NIG-2022-00047 | Nigeria | 2,022 | 38 | F | Rural | Secondary | NHIF | No | null | null | null | No | null | null | No | null | null | Access | No | null | No | moderate_burden |
SCREEN-GHA-2021-00048 | Ghana | 2,021 | 47 | F | Rural | Secondary | Private | No | null | null | null | No | null | null | No | null | null | Awareness | No | null | Yes | moderate_burden |
SCREEN-GHA-2018-00049 | Ghana | 2,018 | 53 | F | Urban | Secondary | null | No | null | null | null | No | null | null | No | null | null | Access | No | Alcohol | Unsure | moderate_burden |
SCREEN-UGA-2025-00050 | Uganda | 2,025 | 58 | F | Rural | Secondary | NHIF | No | null | null | null | Yes | Clinical exam | Suspicious | No | null | null | Awareness | Yes | null | Unsure | moderate_burden |
SCREEN-MAL-2025-00051 | Malawi | 2,025 | 38 | F | Urban | Secondary | null | No | null | null | null | Yes | Ultrasound | Malignant | No | null | null | Awareness | No | null | Yes | moderate_burden |
SCREEN-MAL-2018-00052 | Malawi | 2,018 | 42 | F | Rural | null | null | No | null | null | null | No | null | null | No | null | null | Access | No | null | Unsure | moderate_burden |
SCREEN-NIG-2024-00053 | Nigeria | 2,024 | 36 | F | Rural | null | NHIF | No | null | null | null | No | null | null | No | null | null | Cost | No | Obesity | No | moderate_burden |
SCREEN-NIG-2021-00054 | Nigeria | 2,021 | 45 | F | Rural | Secondary | null | No | null | null | null | No | null | null | No | null | null | No barriers | No | null | No | moderate_burden |
SCREEN-UGA-2020-00055 | Uganda | 2,020 | 52 | F | Rural | Secondary | NHIF | No | null | null | null | Yes | Ultrasound | Benign | No | null | null | Cost | No | Obesity | No | moderate_burden |
SCREEN-NIG-2023-00056 | Nigeria | 2,023 | 53 | F | Rural | Primary | null | No | null | null | null | No | null | null | No | null | null | No barriers | No | HPV | Unsure | moderate_burden |
SCREEN-NIG-2025-00057 | Nigeria | 2,025 | 64 | F | Rural | Primary | NHIF | No | null | null | null | No | null | null | No | null | null | Awareness | Yes | Smoking | Yes | moderate_burden |
SCREEN-ZAM-2023-00058 | Zambia | 2,023 | 27 | F | Rural | null | null | No | null | null | null | No | null | null | No | null | null | Cost | No | Smoking | Unsure | moderate_burden |
SCREEN-NIG-2022-00059 | Nigeria | 2,022 | 64 | F | Rural | Secondary | Private | No | null | null | null | No | null | null | No | null | null | Awareness | No | null | Yes | moderate_burden |
SCREEN-MAL-2021-00060 | Malawi | 2,021 | 38 | F | Rural | Primary | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | HPV | No | moderate_burden |
SCREEN-TAN-2022-00061 | Tanzania | 2,022 | 33 | F | Rural | Secondary | null | Yes | HPV test | Normal | Yes | No | null | null | No | null | null | Access | No | null | Yes | moderate_burden |
SCREEN-ZAM-2020-00062 | Zambia | 2,020 | 48 | F | Urban | null | null | No | null | null | null | No | null | null | No | null | null | No barriers | No | null | No | moderate_burden |
SCREEN-KEN-2018-00063 | Kenya | 2,018 | 44 | F | Rural | Primary | Private | No | null | null | null | No | null | null | No | null | null | Cost | No | Obesity | Unsure | moderate_burden |
SCREEN-GHA-2024-00064 | Ghana | 2,024 | 57 | F | Rural | Secondary | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | null | Yes | moderate_burden |
SCREEN-ZAM-2018-00065 | Zambia | 2,018 | 35 | F | Rural | Primary | NHIF | No | null | null | null | No | null | null | No | null | null | Awareness | No | HPV | No | moderate_burden |
SCREEN-UGA-2022-00066 | Uganda | 2,022 | 33 | F | Urban | Primary | NHIF | No | null | null | null | No | null | null | No | null | null | No barriers | No | null | No | moderate_burden |
SCREEN-ETH-2020-00067 | Ethiopia | 2,020 | 55 | F | Rural | Primary | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | null | No | moderate_burden |
SCREEN-UGA-2020-00068 | Uganda | 2,020 | 50 | F | Urban | Primary | NHIF | No | null | null | null | Yes | Clinical exam | Benign | No | null | null | Awareness | Yes | null | No | moderate_burden |
SCREEN-MAL-2022-00069 | Malawi | 2,022 | 39 | F | Rural | Tertiary | null | No | null | null | null | Yes | Ultrasound | Normal | No | null | null | Access | No | null | Unsure | moderate_burden |
SCREEN-ETH-2019-00070 | Ethiopia | 2,019 | 40 | F | Rural | Secondary | null | No | null | null | null | Yes | Clinical exam | Normal | No | null | null | No barriers | No | null | Yes | moderate_burden |
SCREEN-ZAM-2019-00071 | Zambia | 2,019 | 37 | F | Urban | Secondary | NHIF | No | null | null | null | No | null | null | No | null | null | Access | No | null | Unsure | moderate_burden |
SCREEN-TAN-2021-00072 | Tanzania | 2,021 | 63 | F | Urban | null | NHIF | Yes | VIA | Abnormal | No | No | null | null | No | null | null | Cost | No | Obesity | Yes | moderate_burden |
SCREEN-MAL-2022-00073 | Malawi | 2,022 | 32 | F | Rural | null | null | Yes | Pap smear | Normal | No | No | null | null | No | null | null | Stigma | No | Smoking | Yes | moderate_burden |
SCREEN-UGA-2023-00074 | Uganda | 2,023 | 54 | F | Rural | Secondary | null | No | null | null | null | No | null | null | No | null | null | Access | No | null | No | moderate_burden |
SCREEN-MAL-2025-00075 | Malawi | 2,025 | 55 | F | Rural | Primary | NHIF | No | null | null | null | No | null | null | No | null | null | Access | No | HPV | Yes | moderate_burden |
SCREEN-KEN-2021-00076 | Kenya | 2,021 | 43 | F | Rural | Secondary | null | No | null | null | null | No | null | null | Yes | BI-RADS 0 | No | Access | No | Obesity | Yes | moderate_burden |
SCREEN-NIG-2025-00077 | Nigeria | 2,025 | 26 | F | Rural | Secondary | null | No | null | null | null | Yes | Mammography | Benign | No | null | null | Access | No | null | Yes | moderate_burden |
SCREEN-NIG-2021-00078 | Nigeria | 2,021 | 34 | F | Rural | Primary | NHIF | No | null | null | null | No | null | null | No | null | null | Awareness | No | null | No | moderate_burden |
SCREEN-TAN-2020-00079 | Tanzania | 2,020 | 29 | F | Urban | Tertiary | null | No | null | null | null | No | null | null | No | null | null | Cost | No | null | Unsure | moderate_burden |
SCREEN-ZAM-2021-00080 | Zambia | 2,021 | 33 | F | Rural | Primary | null | No | null | null | null | No | null | null | No | null | null | Cost | No | null | Unsure | moderate_burden |
SCREEN-MAL-2022-00081 | Malawi | 2,022 | 42 | F | Rural | Tertiary | null | No | null | null | null | No | null | null | Yes | BI-RADS 5 | No | Access | No | null | Yes | moderate_burden |
SCREEN-ETH-2022-00082 | Ethiopia | 2,022 | 35 | F | Urban | Primary | null | Yes | VIA | Normal | Yes | No | null | null | No | null | null | Cost | No | null | No | moderate_burden |
SCREEN-GHA-2022-00083 | Ghana | 2,022 | 37 | F | Urban | Primary | null | No | null | null | null | No | null | null | No | null | null | Cost | No | null | Yes | moderate_burden |
SCREEN-KEN-2024-00084 | Kenya | 2,024 | 58 | F | Rural | Secondary | NHIF | No | null | null | null | No | null | null | No | null | null | Access | No | HPV | No | moderate_burden |
SCREEN-UGA-2018-00085 | Uganda | 2,018 | 26 | F | Rural | Secondary | null | Yes | HPV test | Inadequate | No | No | null | null | No | null | null | Cost | No | Obesity | Yes | moderate_burden |
SCREEN-MAL-2023-00086 | Malawi | 2,023 | 36 | F | Rural | Primary | null | No | null | null | null | No | null | null | No | null | null | No barriers | No | null | No | moderate_burden |
SCREEN-NIG-2018-00087 | Nigeria | 2,018 | 59 | F | Rural | null | NHIF | No | null | null | null | No | null | null | No | null | null | Access | No | Alcohol | No | moderate_burden |
SCREEN-UGA-2025-00088 | Uganda | 2,025 | 42 | F | Rural | Secondary | null | No | null | null | null | Yes | Ultrasound | Normal | No | null | null | Cost | No | Alcohol | Unsure | moderate_burden |
SCREEN-GHA-2024-00089 | Ghana | 2,024 | 32 | F | Urban | null | null | No | null | null | null | Yes | Mammography | Suspicious | No | null | null | No barriers | No | null | Yes | moderate_burden |
SCREEN-ETH-2025-00090 | Ethiopia | 2,025 | 64 | F | Rural | Tertiary | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | Smoking | No | moderate_burden |
SCREEN-GHA-2023-00091 | Ghana | 2,023 | 35 | F | Urban | Tertiary | null | Yes | VIA | Inadequate | Yes | Yes | Mammography | Normal | No | null | null | Awareness | No | Alcohol | Unsure | moderate_burden |
SCREEN-UGA-2022-00092 | Uganda | 2,022 | 50 | F | Rural | Secondary | null | No | null | null | null | No | null | null | No | null | null | No barriers | No | null | Yes | moderate_burden |
SCREEN-MAL-2020-00093 | Malawi | 2,020 | 53 | F | Rural | Secondary | null | Yes | VIA | Inadequate | No | No | null | null | No | null | null | Cost | No | HPV | Unsure | moderate_burden |
SCREEN-KEN-2023-00094 | Kenya | 2,023 | 53 | F | Rural | Tertiary | null | No | null | null | null | No | null | null | No | null | null | Access | No | HPV | Yes | moderate_burden |
SCREEN-GHA-2023-00095 | Ghana | 2,023 | 40 | F | Urban | Tertiary | null | No | null | null | null | Yes | Mammography | Normal | No | null | null | Awareness | Yes | null | Unsure | moderate_burden |
SCREEN-NIG-2019-00096 | Nigeria | 2,019 | 43 | F | Urban | Secondary | null | No | null | null | null | Yes | Clinical exam | Suspicious | No | null | null | Access | No | null | No | moderate_burden |
SCREEN-TAN-2020-00097 | Tanzania | 2,020 | 47 | F | Rural | Secondary | null | No | null | null | null | No | null | null | No | null | null | No barriers | No | Smoking | No | moderate_burden |
SCREEN-ETH-2020-00098 | Ethiopia | 2,020 | 32 | F | Rural | Tertiary | NHIF | No | null | null | null | No | null | null | No | null | null | Awareness | No | Alcohol | No | moderate_burden |
SCREEN-KEN-2019-00099 | Kenya | 2,019 | 29 | F | Rural | Secondary | Private | No | null | null | null | No | null | null | No | null | null | Stigma | No | null | No | moderate_burden |
SCREEN-ETH-2024-00100 | Ethiopia | 2,024 | 35 | F | Rural | Primary | null | No | null | null | null | No | null | null | No | null | null | Awareness | No | null | Unsure | moderate_burden |
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⚠️ Synthetic dataset — Parameterized from published SSA literature, not real observations. Not suitable for empirical analysis or policy inference.
Cancer Screening Programs Africa
Abstract
This synthetic dataset represents cancer screening program data across sub-Saharan Africa, capturing coverage rates, screening modalities, and outcomes for breast, cervical, and colorectal cancer screening. The dataset contains 4,000-6,000 records per scenario with parameters grounded in WHO data showing cervical screening coverage of 3-21% across the region.
1. Introduction
1.1 Problem Statement
Cancer screening coverage in sub-Saharan Africa remains critically low, with cervical cancer screening ranging from 3-21% despite the disease being highly preventable. Breast cancer screening programs are limited to few urban centers, and colorectal screening is virtually non-existent in most countries.
1.2 Purpose
This dataset supports:
- Screening program evaluation and planning
- Coverage gap analysis
- Resource allocation modeling
- Policy development for cancer prevention
2. Methodology
2.1 Target Population
- Geographic scope: Sub-Saharan Africa
- Population represented: Adults eligible for cancer screening
- Time period: 2018-2025
2.2 Key Parameters
- Cervical screening coverage: 3-21% (WHO 2023)
- VIA positivity: 4-15%
- Mammography availability: <5% of facilities
- Clinical breast exam coverage: 10-30%
2.3 Scenario Design
| Scenario | Description | Records |
|---|---|---|
| low_burden | High resource setting | 4,000 |
| moderate_burden | Standard setting | 5,000 |
| high_burden | Low resource setting | 6,000 |
3. Dataset Description
3.1 Key Variables
- patient_id, country, year, age, sex
- screening_type, screening_method
- screening_location, facility_type
- screening_result, follow_up_completed
- time_to_results, time_to_treatment
- detection_stage, treatment_received
- education_level, distance_to_facility
- health_insurance, previous_screening
4. Data Sources
- WHO cervical cancer screening guidelines
- Program data from national screening programs
- IARC screening implementation studies
- Peer-reviewed literature on screening in LMICs
5. Use Cases
- Screening coverage analysis
- Program effectiveness evaluation
- Resource planning for screening scale-up
- Equity analysis in screening access
6. Citation
@dataset{cancer_screening_programs_africa_2025,
title={Cancer Screening Programs Africa},
author={Electric Sheep Africa},
year={2025},
publisher={HuggingFace},
url={https://huggingface.co/datasets/electricsheepafrica/cancer-screening-programs-africa}
}
7. License
Creative Commons Attribution 4.0 (CC-BY-4.0)
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