Datasets:

electricsheepafrica
/

ssa-chemotherapy-response

sample_id stringlengths 15 15	population stringclasses 7 values	region stringclasses 5 values	is_SSA bool 2 classes	is_reference_panel bool 2 classes	sex stringclasses 1 value	age int64 18 85	cancer_type stringclasses 4 values	subtype stringclasses 11 values	regimen stringclasses 10 values	best_response stringclasses 4 values	objective_response bool 2 classes	disease_control bool 2 classes	any_grade3_4_toxicity bool 2 classes	neutropenia_g3_4 bool 2 classes	febrile_neutropenia bool 2 classes	neuropathy_g3_4 bool 2 classes	GI_toxicity_g3_4 bool 2 classes	hepatic_toxicity_g3_4 bool 2 classes
CR_SAMPLE_00001	SSA_West	West	true	false	Female	56	cervical	squamous	cisplatin_single	CR	true	true	true	false	false	false	true	false
CR_SAMPLE_00002	SSA_West	West	true	false	Female	42	breast	HRpos_HER2neg	taxane_only	CR	true	true	true	false	true	false	false	false
CR_SAMPLE_00003	SSA_West	West	true	false	Female	61	ovarian	HGSOC	carboplatin_paclitaxel	CR	true	true	false	false	false	false	false	false
CR_SAMPLE_00004	SSA_West	West	true	false	Female	63	breast	HRpos_HER2neg	AC_T	PR	true	true	false	false	false	false	false	false
CR_SAMPLE_00005	SSA_West	West	true	false	Female	32	colorectal	left	FOLFOX	PR	true	true	true	false	false	true	false	false
CR_SAMPLE_00006	SSA_West	West	true	false	Female	39	cervical	squamous	cisplatin_single	CR	true	true	true	true	false	false	false	false
CR_SAMPLE_00007	SSA_West	West	true	false	Female	54	breast	HRpos_HER2neg	HER2_targeted	PR	true	true	true	true	false	false	false	false
CR_SAMPLE_00008	SSA_West	West	true	false	Female	50	ovarian	HGSOC	carboplatin_paclitaxel	PR	true	true	false	false	false	false	false	false
CR_SAMPLE_00009	SSA_West	West	true	false	Female	53	breast	TNBC	AC_T	SD	false	true	false	false	false	false	false	false
CR_SAMPLE_00010	SSA_West	West	true	false	Female	44	colorectal	rectal	FOLFIRI	PR	true	true	true	false	false	true	false	false
CR_SAMPLE_00011	SSA_West	West	true	false	Female	63	breast	HER2pos	AC_T	PD	false	false	true	false	true	false	false	false
CR_SAMPLE_00012	SSA_West	West	true	false	Female	62	ovarian	HGSOC	carboplatin_paclitaxel	SD	false	true	true	false	true	false	false	false
CR_SAMPLE_00013	SSA_West	West	true	false	Female	54	colorectal	right	FOLFOX	PD	false	false	true	true	false	false	false	false
CR_SAMPLE_00014	SSA_West	West	true	false	Female	65	colorectal	right	FOLFIRI	SD	false	true	true	false	false	false	false	false
CR_SAMPLE_00015	SSA_West	West	true	false	Female	58	breast	HRpos_HER2neg	AC_T	PR	true	true	true	false	false	true	false	false
CR_SAMPLE_00016	SSA_West	West	true	false	Female	44	cervical	squamous	cisplatin_5FU_CRT	CR	true	true	true	false	true	false	false	true
CR_SAMPLE_00017	SSA_West	West	true	false	Female	57	cervical	squamous	cisplatin_5FU_CRT	PR	true	true	false	false	false	false	false	false
CR_SAMPLE_00018	SSA_West	West	true	false	Female	42	colorectal	right	FOLFOX	CR	true	true	false	false	false	false	false	false
CR_SAMPLE_00019	SSA_West	West	true	false	Female	63	colorectal	left	FOLFOX	PD	false	false	true	false	false	false	false	true
CR_SAMPLE_00020	SSA_West	West	true	false	Female	52	breast	HRpos_HER2neg	AC_T	PD	false	false	true	false	false	true	false	false
CR_SAMPLE_00021	SSA_West	West	true	false	Female	51	breast	HRpos_HER2neg	AC_T	SD	false	true	true	false	false	false	false	false
CR_SAMPLE_00022	SSA_West	West	true	false	Female	46	colorectal	left	FOLFIRI	PR	true	true	true	false	false	false	false	false
CR_SAMPLE_00023	SSA_West	West	true	false	Female	66	breast	HER2pos	taxane_only	SD	false	true	true	true	false	true	true	false
CR_SAMPLE_00024	SSA_West	West	true	false	Female	51	colorectal	rectal	FOLFIRI	PR	true	true	true	false	false	false	true	false
CR_SAMPLE_00025	SSA_West	West	true	false	Female	48	colorectal	rectal	FOLFIRI	CR	true	true	false	false	false	false	false	false
CR_SAMPLE_00026	SSA_West	West	true	false	Female	49	breast	HRpos_HER2neg	taxane_only	PD	false	false	true	false	false	true	false	false
CR_SAMPLE_00027	SSA_West	West	true	false	Female	59	breast	HER2pos	HER2_targeted	CR	true	true	true	false	false	false	false	false
CR_SAMPLE_00028	SSA_West	West	true	false	Female	57	ovarian	HGSOC	carboplatin_paclitaxel	PR	true	true	false	false	false	false	false	false
CR_SAMPLE_00029	SSA_West	West	true	false	Female	58	colorectal	right	FOLFOX	CR	true	true	true	true	false	false	false	false
CR_SAMPLE_00030	SSA_West	West	true	false	Female	58	breast	TNBC	taxane_only	SD	false	true	true	false	false	false	false	false
CR_SAMPLE_00031	SSA_West	West	true	false	Female	77	colorectal	right	FOLFOXIRI	PD	false	false	true	false	true	false	false	false
CR_SAMPLE_00032	SSA_West	West	true	false	Female	49	ovarian	HGSOC	carboplatin_paclitaxel	PR	true	true	true	false	false	false	false	false
CR_SAMPLE_00033	SSA_West	West	true	false	Female	47	colorectal	right	FOLFIRI	PD	false	false	false	false	false	false	false	false
CR_SAMPLE_00034	SSA_West	West	true	false	Female	44	colorectal	left	FOLFIRI	SD	false	true	true	false	false	false	true	false
CR_SAMPLE_00035	SSA_West	West	true	false	Female	60	ovarian	HGSOC	carboplatin_paclitaxel	SD	false	true	false	false	false	false	false	false
CR_SAMPLE_00036	SSA_West	West	true	false	Female	65	colorectal	left	FOLFOXIRI	PR	true	true	false	false	false	false	false	false
CR_SAMPLE_00037	SSA_West	West	true	false	Female	52	colorectal	right	FOLFOX	PR	true	true	true	true	false	false	false	false
CR_SAMPLE_00038	SSA_West	West	true	false	Female	44	colorectal	right	FOLFIRI	PD	false	false	true	true	false	false	false	false
CR_SAMPLE_00039	SSA_West	West	true	false	Female	44	colorectal	rectal	FOLFIRI	PR	true	true	false	false	false	false	false	false
CR_SAMPLE_00040	SSA_West	West	true	false	Female	60	cervical	squamous	cisplatin_5FU_CRT	CR	true	true	false	false	false	false	false	false
CR_SAMPLE_00041	SSA_West	West	true	false	Female	61	breast	HRpos_HER2neg	AC_T	PR	true	true	false	false	false	false	false	false
CR_SAMPLE_00042	SSA_West	West	true	false	Female	59	colorectal	right	FOLFIRI	PR	true	true	true	true	false	false	true	false
CR_SAMPLE_00043	SSA_West	West	true	false	Female	46	ovarian	HGSOC	carboplatin_paclitaxel	CR	true	true	false	false	false	false	false	false
CR_SAMPLE_00044	SSA_West	West	true	false	Female	56	cervical	adenocarcinoma	cisplatin_5FU_CRT	CR	true	true	false	false	false	false	false	false
CR_SAMPLE_00045	SSA_West	West	true	false	Female	54	cervical	squamous	cisplatin_5FU_CRT	CR	true	true	false	false	false	false	false	false
CR_SAMPLE_00046	SSA_West	West	true	false	Female	55	ovarian	endometrioid_CCC	carboplatin_paclitaxel	PR	true	true	true	true	true	false	true	false
CR_SAMPLE_00047	SSA_West	West	true	false	Female	63	cervical	squamous	cisplatin_single	PD	false	false	true	false	false	false	true	false
CR_SAMPLE_00048	SSA_West	West	true	false	Female	55	colorectal	rectal	FOLFOXIRI	PD	false	false	false	false	false	false	false	false
CR_SAMPLE_00049	SSA_West	West	true	false	Female	60	ovarian	HGSOC	carboplatin_paclitaxel	CR	true	true	false	false	false	false	false	false
CR_SAMPLE_00050	SSA_West	West	true	false	Female	54	cervical	squamous	cisplatin_5FU_CRT	PR	true	true	true	true	false	false	false	false
CR_SAMPLE_00051	SSA_West	West	true	false	Female	56	colorectal	rectal	FOLFOX	SD	false	true	true	true	false	false	false	false
CR_SAMPLE_00052	SSA_West	West	true	false	Female	60	breast	HRpos_HER2neg	AC_T	PR	true	true	true	true	false	false	false	false
CR_SAMPLE_00053	SSA_West	West	true	false	Female	37	colorectal	right	FOLFOXIRI	PR	true	true	true	true	false	false	false	false
CR_SAMPLE_00054	SSA_West	West	true	false	Female	49	breast	HRpos_HER2neg	taxane_only	PR	true	true	true	false	false	true	false	false
CR_SAMPLE_00055	SSA_West	West	true	false	Female	48	colorectal	right	FOLFOXIRI	PR	true	true	true	true	false	false	false	false
CR_SAMPLE_00056	SSA_West	West	true	false	Female	46	colorectal	right	FOLFOXIRI	PR	true	true	false	false	false	false	false	false
CR_SAMPLE_00057	SSA_West	West	true	false	Female	50	colorectal	left	FOLFOX	PR	true	true	true	false	false	true	false	false
CR_SAMPLE_00058	SSA_West	West	true	false	Female	69	colorectal	left	FOLFOX	PD	false	false	true	false	false	false	false	false
CR_SAMPLE_00059	SSA_West	West	true	false	Female	43	breast	HER2pos	HER2_targeted	SD	false	true	true	true	true	false	false	false
CR_SAMPLE_00060	SSA_West	West	true	false	Female	64	colorectal	rectal	FOLFOX	SD	false	true	true	true	false	false	false	false
CR_SAMPLE_00061	SSA_West	West	true	false	Female	34	breast	HRpos_HER2neg	AC_T	SD	false	true	true	false	false	false	false	false
CR_SAMPLE_00062	SSA_West	West	true	false	Female	49	colorectal	left	FOLFIRI	PR	true	true	true	true	false	false	false	false
CR_SAMPLE_00063	SSA_West	West	true	false	Female	55	ovarian	HGSOC	carboplatin_paclitaxel	PR	true	true	true	true	false	false	false	false
CR_SAMPLE_00064	SSA_West	West	true	false	Female	59	colorectal	right	FOLFOX	PR	true	true	true	false	false	true	false	false
CR_SAMPLE_00065	SSA_West	West	true	false	Female	61	breast	HRpos_HER2neg	taxane_only	SD	false	true	true	true	false	false	false	false
CR_SAMPLE_00066	SSA_West	West	true	false	Female	62	breast	HRpos_HER2neg	taxane_only	SD	false	true	false	false	false	false	false	false
CR_SAMPLE_00067	SSA_West	West	true	false	Female	49	colorectal	right	FOLFIRI	PR	true	true	true	false	false	false	false	false
CR_SAMPLE_00068	SSA_West	West	true	false	Female	48	breast	HRpos_HER2neg	HER2_targeted	PR	true	true	true	true	false	false	false	false
CR_SAMPLE_00069	SSA_West	West	true	false	Female	62	breast	HRpos_HER2neg	AC_T	SD	false	true	true	true	false	false	false	false
CR_SAMPLE_00070	SSA_West	West	true	false	Female	51	breast	HRpos_HER2neg	HER2_targeted	PR	true	true	true	true	false	false	false	false
CR_SAMPLE_00071	SSA_West	West	true	false	Female	39	colorectal	rectal	FOLFOX	PD	false	false	true	true	false	false	false	false
CR_SAMPLE_00072	SSA_West	West	true	false	Female	41	colorectal	left	FOLFOX	SD	false	true	true	true	false	false	false	false
CR_SAMPLE_00073	SSA_West	West	true	false	Female	43	colorectal	right	FOLFOXIRI	PD	false	false	true	true	false	false	true	false
CR_SAMPLE_00074	SSA_West	West	true	false	Female	58	colorectal	right	FOLFOX	PR	true	true	true	true	false	false	false	false
CR_SAMPLE_00075	SSA_West	West	true	false	Female	55	breast	HRpos_HER2neg	taxane_only	SD	false	true	false	false	false	false	false	false
CR_SAMPLE_00076	SSA_West	West	true	false	Female	61	colorectal	rectal	FOLFIRI	SD	false	true	true	false	false	false	false	false
CR_SAMPLE_00077	SSA_West	West	true	false	Female	48	breast	HER2pos	AC_T	SD	false	true	false	false	false	false	false	false
CR_SAMPLE_00078	SSA_West	West	true	false	Female	55	breast	TNBC	HER2_targeted	SD	false	true	false	false	false	false	false	false
CR_SAMPLE_00079	SSA_West	West	true	false	Female	60	colorectal	rectal	FOLFOXIRI	PR	true	true	false	false	false	false	false	false
CR_SAMPLE_00080	SSA_West	West	true	false	Female	50	breast	HRpos_HER2neg	AC_T	CR	true	true	false	false	false	false	false	false
CR_SAMPLE_00081	SSA_West	West	true	false	Female	58	colorectal	right	FOLFIRI	PR	true	true	false	false	false	false	false	false
CR_SAMPLE_00082	SSA_West	West	true	false	Female	46	cervical	squamous	cisplatin_single	PD	false	false	false	false	false	false	false	false
CR_SAMPLE_00083	SSA_West	West	true	false	Female	49	colorectal	rectal	FOLFIRI	PR	true	true	false	false	false	false	false	false
CR_SAMPLE_00084	SSA_West	West	true	false	Female	49	colorectal	rectal	FOLFOXIRI	SD	false	true	true	true	false	true	false	false
CR_SAMPLE_00085	SSA_West	West	true	false	Female	40	ovarian	HGSOC	carboplatin_paclitaxel	PD	false	false	false	false	false	false	false	false
CR_SAMPLE_00086	SSA_West	West	true	false	Female	58	cervical	adenocarcinoma	cisplatin_5FU_CRT	PR	true	true	true	false	false	false	false	false
CR_SAMPLE_00087	SSA_West	West	true	false	Female	48	breast	TNBC	AC_T	PD	false	false	false	false	false	false	false	false
CR_SAMPLE_00088	SSA_West	West	true	false	Female	53	breast	HRpos_HER2neg	taxane_only	PR	true	true	false	false	false	false	false	false
CR_SAMPLE_00089	SSA_West	West	true	false	Female	58	breast	HER2pos	AC_T	PD	false	false	true	true	false	false	true	false
CR_SAMPLE_00090	SSA_West	West	true	false	Female	58	breast	HRpos_HER2neg	taxane_only	SD	false	true	true	true	false	false	false	false
CR_SAMPLE_00091	SSA_West	West	true	false	Female	60	colorectal	rectal	FOLFIRI	SD	false	true	true	true	false	false	true	false
CR_SAMPLE_00092	SSA_West	West	true	false	Female	52	breast	HRpos_HER2neg	AC_T	PR	true	true	true	false	false	false	false	false
CR_SAMPLE_00093	SSA_West	West	true	false	Female	48	cervical	squamous	cisplatin_5FU_CRT	CR	true	true	false	false	false	false	false	false
CR_SAMPLE_00094	SSA_West	West	true	false	Female	52	breast	HRpos_HER2neg	AC_T	SD	false	true	true	false	false	false	true	false
CR_SAMPLE_00095	SSA_West	West	true	false	Female	34	breast	HRpos_HER2neg	AC_T	CR	true	true	false	false	false	false	false	false
CR_SAMPLE_00096	SSA_West	West	true	false	Female	37	ovarian	endometrioid_CCC	carboplatin_single	PR	true	true	true	true	false	false	false	true
CR_SAMPLE_00097	SSA_West	West	true	false	Female	38	breast	HRpos_HER2neg	AC_T	CR	true	true	true	true	false	false	false	false
CR_SAMPLE_00098	SSA_West	West	true	false	Female	42	cervical	squamous	cisplatin_5FU_CRT	PD	false	false	true	false	false	false	false	false
CR_SAMPLE_00099	SSA_West	West	true	false	Female	57	ovarian	endometrioid_CCC	carboplatin_paclitaxel	CR	true	true	true	false	false	false	true	false
CR_SAMPLE_00100	SSA_West	West	true	false	Female	43	cervical	adenocarcinoma	cisplatin_5FU_CRT	CR	true	true	true	false	false	false	false	false

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SSA Chemotherapy Response Dataset (Women, Multi-ancestry) | Africa (Electric Sheep Africa metadata inventory)

Size category: 10K<n<100K - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa

TL;DR

This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.

What This Dataset Covers

Health datasets help researchers examine disease burden, service delivery, risk factors, outcomes, and public-health program performance.

Dataset context from the existing Hugging Face card: SSA Chemotherapy Response Dataset (Women, Multi-ancestry, Synthetic) Dataset summary This dataset provides a synthetic cohort of women receiving first-line chemotherapy for common solid tumors across multiple ancestry groups with a focus on sub-Saharan Africa (SSA). It captures: Cancer type and subtype (breast, colorectal, cervical, ovarian). First-line chemotherapy regimen type. Best treatment response (CR, PR, SD, PD) and derived objective response and disease-control… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/ssa-chemotherapy-response.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/ssa-chemotherapy-response`
Sector	health
Topic tags	oncology, chemotherapy, treatment-response, toxicity, sub-saharan-africa
Modalities	`text`
Formats	`parquet`
Size category	`10K<n<100K`
Countries	Africa-wide or source-defined African coverage
ISO3 coverage	`not declared`
Last modified on HF	`2025-11-24 10:23:41+00:00`
Inventory snapshot	`2026-07-16T16:00:34Z`

How To Read This Dataset

Start from the repository files and the dataset viewer when available.
Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling.
Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis.
Preserve missing values until you have a defensible imputation rule.

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/ssa-chemotherapy-response")
print(ds)

split_name = next(iter(ds))
table = ds[split_name]
print(table.features)
print(table[:3])

Convert To Pandas When Tabular

from datasets import Dataset

first_split = ds[next(iter(ds))]
if isinstance(first_split, Dataset):
    df = first_split.to_pandas()
    print(df.head())

Data Quality Notes

This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory.
Exact schema, row counts, and source files should be inspected in the repository data files.
Metadata gaps from the inventory: country, upstream_publisher.
Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.

Source And Provenance

Source context: Electric Sheep Africa metadata inventory
Publisher/source attribution: Public dataset metadata
License: cc-by-nc-4.0
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/ssa-chemotherapy-response
Inventory retrieved at: 2026-07-16T16:00:34Z

Suggested Analyses

Inspect schema and missingness before modeling.
Profile variables by geography, time, and subgroup columns where present.
Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available.
Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo.

Citation

@misc{electric_sheep_africa_ssa_chemotherapy_response_2026,
  title        = {SSA Chemotherapy Response Dataset (Women, Multi-ancestry) | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/ssa-chemotherapy-response},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/ssa-chemotherapy-response}}
}

License

Released under cc-by-nc-4.0.

Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: catalog/esa_metadata_inventory/master_metadata.jsonl.

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