Datasets:

electricsheepafrica
/

africa-education-guinea

name stringclasses 35 values	iso stringclasses 9 values	id stringclasses 43 values	country stringclasses 1 value	admin_level stringclasses 3 values	category stringclasses 1 value	range_type stringclasses 1 value	range int64 5k 50k	population_type stringclasses 2 values	population int64 1.3k 10.3M	population_share float64 1.05 99.7	population_interval int64 0 6.26M	population_interval_share float64 0 99.6	esa_source stringclasses 1 value	esa_processed stringdate 2026-04-27 00:00:00 2026-04-27 00:00:00
Beyla	null	49546643B61238663992809	GIN	ADM2	education	DISTANCE	20,000	total	155,190	36.24	9,071	2.12	HDX	2026-04-27
Dinguiraye	null	49546643B8348239056405	GIN	ADM2	education	DISTANCE	35,000	school_age	17,758	14.31	5,737	4.62	HDX	2026-04-27
Dabola	null	49546643B93693461345641	GIN	ADM2	education	DISTANCE	40,000	total	104,403	46.24	11,393	5.05	HDX	2026-04-27
Gaoual	null	49546643B28661548838550	GIN	ADM2	education	DISTANCE	50,000	total	131,865	57.83	18,889	8.28	HDX	2026-04-27
Conakry	GN-C	385441B29247776226513	GIN	ADM1	education	DISTANCE	5,000	total	2,008,267	99.64	2,008,267	99.64	HDX	2026-04-27
Kankan	null	49546643B29721322070698	GIN	ADM2	education	DISTANCE	25,000	school_age	192,511	59.78	10,599	3.29	HDX	2026-04-27
Pita	null	49546643B45846614697329	GIN	ADM2	education	DISTANCE	35,000	total	208,488	66.85	8,672	2.78	HDX	2026-04-27
Nzerekore	null	49546643B90650861539484	GIN	ADM2	education	DISTANCE	15,000	total	411,054	85.38	12,710	2.64	HDX	2026-04-27
Koubia	null	49546643B77076064318361	GIN	ADM2	education	DISTANCE	10,000	total	8,497	7.81	2,551	2.34	HDX	2026-04-27
Beyla	null	49546643B61238663992809	GIN	ADM2	education	DISTANCE	10,000	school_age	65,516	30.35	13,302	6.16	HDX	2026-04-27
Dinguiraye	null	49546643B8348239056405	GIN	ADM2	education	DISTANCE	45,000	school_age	34,687	27.94	4,014	3.23	HDX	2026-04-27
Kissidougou	null	49546643B59034527585113	GIN	ADM2	education	DISTANCE	15,000	school_age	86,562	50.08	11,137	6.44	HDX	2026-04-27
Nzerekore	GN-N	385441B82784678606818	GIN	ADM1	education	DISTANCE	15,000	school_age	570,929	62.3	54,619	5.96	HDX	2026-04-27
Dubreka	null	49546643B20116898332008	GIN	ADM2	education	DISTANCE	50,000	school_age	283,699	95.89	758	0.26	HDX	2026-04-27
Pita	null	49546643B45846614697329	GIN	ADM2	education	DISTANCE	25,000	school_age	91,959	60.89	8,795	5.82	HDX	2026-04-27
Koubia	null	49546643B77076064318361	GIN	ADM2	education	DISTANCE	20,000	total	12,651	11.63	2,508	2.3	HDX	2026-04-27
Telimele	null	49546643B50480493924889	GIN	ADM2	education	DISTANCE	10,000	school_age	24,743	15.23	7,183	4.42	HDX	2026-04-27
Labe	null	49546643B62226026687736	GIN	ADM2	education	DISTANCE	25,000	school_age	161,309	88.02	4,005	2.19	HDX	2026-04-27
Gaoual	null	49546643B28661548838550	GIN	ADM2	education	DISTANCE	45,000	school_age	54,887	49.54	4,810	4.34	HDX	2026-04-27
Telimele	null	49546643B50480493924889	GIN	ADM2	education	DISTANCE	20,000	school_age	36,732	22.61	3,450	2.12	HDX	2026-04-27
Nzerekore	GN-N	385441B82784678606818	GIN	ADM1	education	DISTANCE	45,000	total	1,467,549	80.75	26,112	1.44	HDX	2026-04-27
Kouroussa	null	49546643B25969650419510	GIN	ADM2	education	DISTANCE	35,000	school_age	117,291	64.07	8,243	4.5	HDX	2026-04-27
Mamou	null	49546643B72815389499799	GIN	ADM2	education	DISTANCE	15,000	school_age	63,874	35.43	9,514	5.28	HDX	2026-04-27
Gueckedou	null	49546643B20526276358370	GIN	ADM2	education	DISTANCE	20,000	school_age	125,545	85.02	11,864	8.03	HDX	2026-04-27
Kerouane	null	49546643B6018429350706	GIN	ADM2	education	DISTANCE	45,000	school_age	94,245	73.12	1,498	1.16	HDX	2026-04-27
Boke	GN-B	385441B97135885584055	GIN	ADM1	education	DISTANCE	50,000	total	969,502	74.53	24,679	1.9	HDX	2026-04-27
Dabola	null	49546643B93693461345641	GIN	ADM2	education	DISTANCE	25,000	school_age	39,235	33.05	6,453	5.44	HDX	2026-04-27
Kindia	null	49546643B82751767083924	GIN	ADM2	education	DISTANCE	15,000	total	416,438	77.97	52,989	9.92	HDX	2026-04-27
Fria	null	49546643B99930178329351	GIN	ADM2	education	DISTANCE	5,000	school_age	29,223	54.8	29,223	54.8	HDX	2026-04-27
Kindia	null	49546643B82751767083924	GIN	ADM2	education	DISTANCE	20,000	school_age	222,718	83.41	14,519	5.44	HDX	2026-04-27
Kankan	null	49546643B29721322070698	GIN	ADM2	education	DISTANCE	10,000	total	304,549	49.76	48,594	7.94	HDX	2026-04-27
Mamou	GN-M	385441B8345275251802	GIN	ADM1	education	DISTANCE	40,000	school_age	251,313	62.94	13,293	3.33	HDX	2026-04-27
Kindia	GN-D	385441B58689174477974	GIN	ADM1	education	DISTANCE	30,000	total	1,819,162	82.96	26,010	1.19	HDX	2026-04-27
Kouroussa	null	49546643B25969650419510	GIN	ADM2	education	DISTANCE	45,000	total	255,342	73.39	8,331	2.39	HDX	2026-04-27
Coyah	null	49546643B61702032280321	GIN	ADM2	education	DISTANCE	35,000	total	448,520	99.21	95	0.02	HDX	2026-04-27
Kindia	null	49546643B82751767083924	GIN	ADM2	education	DISTANCE	30,000	school_age	232,646	87.12	3,134	1.17	HDX	2026-04-27
Dalaba	null	49546643B54901917722686	GIN	ADM2	education	DISTANCE	15,000	total	58,116	41.37	18,327	13.04	HDX	2026-04-27
Kouroussa	null	49546643B25969650419510	GIN	ADM2	education	DISTANCE	15,000	total	119,625	34.38	27,714	7.97	HDX	2026-04-27
Boke	null	49546643B57120226425021	GIN	ADM2	education	DISTANCE	40,000	total	422,875	75.89	6,118	1.1	HDX	2026-04-27
Kissidougou	null	49546643B59034527585113	GIN	ADM2	education	DISTANCE	50,000	school_age	144,985	83.88	13,818	7.99	HDX	2026-04-27
Mamou	null	49546643B72815389499799	GIN	ADM2	education	DISTANCE	25,000	total	167,994	45.13	16,105	4.33	HDX	2026-04-27
Kouroussa	null	49546643B25969650419510	GIN	ADM2	education	DISTANCE	20,000	total	160,508	46.13	40,883	11.75	HDX	2026-04-27
Kindia	null	49546643B82751767083924	GIN	ADM2	education	DISTANCE	25,000	total	459,070	85.95	13,591	2.54	HDX	2026-04-27
Kindia	null	49546643B82751767083924	GIN	ADM2	education	DISTANCE	40,000	school_age	237,880	89.08	3,149	1.18	HDX	2026-04-27
Dubreka	null	49546643B20116898332008	GIN	ADM2	education	DISTANCE	15,000	school_age	254,442	86.01	11,615	3.93	HDX	2026-04-27
Lelouma	null	49546643B79531384041877	GIN	ADM2	education	DISTANCE	30,000	total	121,592	65.51	14,800	7.97	HDX	2026-04-27
Lelouma	null	49546643B79531384041877	GIN	ADM2	education	DISTANCE	15,000	school_age	39,049	42.54	7,896	8.6	HDX	2026-04-27
Yomou	null	49546643B93814621089544	GIN	ADM2	education	DISTANCE	5,000	school_age	29,540	51.31	29,540	51.31	HDX	2026-04-27
Gueckedou	null	49546643B20526276358370	GIN	ADM2	education	DISTANCE	40,000	school_age	138,632	93.88	1,625	1.1	HDX	2026-04-27
Siguiri	null	49546643B83328532988272	GIN	ADM2	education	DISTANCE	35,000	total	729,313	71.46	17,463	1.71	HDX	2026-04-27
Boke	GN-B	385441B97135885584055	GIN	ADM1	education	DISTANCE	5,000	school_age	206,133	32.62	206,133	32.62	HDX	2026-04-27
Dinguiraye	null	49546643B8348239056405	GIN	ADM2	education	DISTANCE	50,000	total	71,440	30.25	5,456	2.31	HDX	2026-04-27
Kindia	null	49546643B82751767083924	GIN	ADM2	education	DISTANCE	30,000	total	465,338	87.12	6,268	1.17	HDX	2026-04-27
Lola	null	49546643B14657084308206	GIN	ADM2	education	DISTANCE	35,000	total	160,063	79	1,903	0.94	HDX	2026-04-27
Kindia	GN-D	385441B58689174477974	GIN	ADM1	education	DISTANCE	20,000	total	1,744,387	79.55	57,142	2.61	HDX	2026-04-27
Gaoual	null	49546643B28661548838550	GIN	ADM2	education	DISTANCE	5,000	school_age	13,893	12.54	13,893	12.54	HDX	2026-04-27
Labe	GN-L	385441B21537995001042	GIN	ADM1	education	DISTANCE	35,000	school_age	312,328	55.32	6,961	1.23	HDX	2026-04-27
Fria	null	49546643B99930178329351	GIN	ADM2	education	DISTANCE	50,000	school_age	45,197	84.75	51	0.1	HDX	2026-04-27
Koubia	null	49546643B77076064318361	GIN	ADM2	education	DISTANCE	45,000	total	37,048	34.04	1,147	1.05	HDX	2026-04-27
Labe	GN-L	385441B21537995001042	GIN	ADM1	education	DISTANCE	20,000	total	512,233	44.86	50,276	4.4	HDX	2026-04-27
Kerouane	null	49546643B6018429350706	GIN	ADM2	education	DISTANCE	45,000	total	179,110	73.12	2,847	1.16	HDX	2026-04-27
Gaoual	null	49546643B28661548838550	GIN	ADM2	education	DISTANCE	25,000	total	68,861	30.2	20,352	8.93	HDX	2026-04-27
Mamou	GN-M	385441B8345275251802	GIN	ADM1	education	DISTANCE	45,000	total	563,814	68.37	44,808	5.43	HDX	2026-04-27
Koundara	null	49546643B96982587885478	GIN	ADM2	education	DISTANCE	5,000	school_age	16,419	21.35	16,419	21.35	HDX	2026-04-27
Pita	null	49546643B45846614697329	GIN	ADM2	education	DISTANCE	40,000	school_age	103,798	68.73	2,843	1.88	HDX	2026-04-27
Conakry	null	49546643B29247776226513	GIN	ADM2	education	DISTANCE	30,000	school_age	895,979	99.71	2	0	HDX	2026-04-27
Telimele	null	49546643B50480493924889	GIN	ADM2	education	DISTANCE	20,000	total	73,491	22.61	6,909	2.13	HDX	2026-04-27
Dinguiraye	null	49546643B8348239056405	GIN	ADM2	education	DISTANCE	5,000	total	2,481	1.05	2,481	1.05	HDX	2026-04-27
Yomou	null	49546643B93814621089544	GIN	ADM2	education	DISTANCE	20,000	total	76,272	66.8	4,047	3.54	HDX	2026-04-27
Kerouane	null	49546643B6018429350706	GIN	ADM2	education	DISTANCE	25,000	total	162,632	66.39	15,217	6.21	HDX	2026-04-27
Telimele	null	49546643B50480493924889	GIN	ADM2	education	DISTANCE	15,000	school_age	33,282	20.48	8,539	5.26	HDX	2026-04-27
Dabola	null	49546643B93693461345641	GIN	ADM2	education	DISTANCE	50,000	school_age	60,159	50.68	1,399	1.18	HDX	2026-04-27
Boke	GN-B	385441B97135885584055	GIN	ADM1	education	DISTANCE	25,000	total	813,710	62.55	42,463	3.26	HDX	2026-04-27
Mandiana	null	49546643B67473886511689	GIN	ADM2	education	DISTANCE	20,000	school_age	53,947	22.96	9,800	4.17	HDX	2026-04-27
Coyah	null	49546643B61702032280321	GIN	ADM2	education	DISTANCE	30,000	total	448,425	99.19	595	0.13	HDX	2026-04-27
Boke	null	49546643B57120226425021	GIN	ADM2	education	DISTANCE	15,000	school_age	176,299	65.12	39,157	14.46	HDX	2026-04-27
Mamou	GN-M	385441B8345275251802	GIN	ADM1	education	DISTANCE	15,000	school_age	160,985	40.32	32,607	8.17	HDX	2026-04-27
Boke	GN-B	385441B97135885584055	GIN	ADM1	education	DISTANCE	30,000	school_age	425,002	67.25	29,691	4.7	HDX	2026-04-27
Macenta	null	49546643B89321000346935	GIN	ADM2	education	DISTANCE	40,000	total	234,619	78.67	7,585	2.54	HDX	2026-04-27
Telimele	null	49546643B50480493924889	GIN	ADM2	education	DISTANCE	35,000	total	113,867	35.03	18,149	5.58	HDX	2026-04-27
Telimele	null	49546643B50480493924889	GIN	ADM2	education	DISTANCE	40,000	school_age	64,990	40	8,083	4.97	HDX	2026-04-27
Koubia	null	49546643B77076064318361	GIN	ADM2	education	DISTANCE	15,000	total	10,143	9.32	1,646	1.51	HDX	2026-04-27
Kerouane	null	49546643B6018429350706	GIN	ADM2	education	DISTANCE	15,000	total	130,558	53.3	96,910	39.56	HDX	2026-04-27
Faranah	null	49546643B80456504828542	GIN	ADM2	education	DISTANCE	50,000	total	268,265	73.12	8,531	2.33	HDX	2026-04-27
Coyah	null	49546643B61702032280321	GIN	ADM2	education	DISTANCE	40,000	total	448,890	99.29	370	0.08	HDX	2026-04-27
Dalaba	null	49546643B54901917722686	GIN	ADM2	education	DISTANCE	15,000	school_age	28,139	41.37	8,874	13.05	HDX	2026-04-27
Boffa	null	49546643B38864499602181	GIN	ADM2	education	DISTANCE	25,000	school_age	104,746	87.09	3,032	2.52	HDX	2026-04-27
Kindia	GN-D	385441B58689174477974	GIN	ADM1	education	DISTANCE	45,000	total	1,897,957	86.56	20,476	0.93	HDX	2026-04-27
Dinguiraye	null	49546643B8348239056405	GIN	ADM2	education	DISTANCE	35,000	total	33,782	14.31	10,913	4.62	HDX	2026-04-27
Kankan	null	49546643B29721322070698	GIN	ADM2	education	DISTANCE	20,000	total	345,716	56.49	22,140	3.62	HDX	2026-04-27
Kissidougou	null	49546643B59034527585113	GIN	ADM2	education	DISTANCE	20,000	total	189,212	57.54	24,537	7.46	HDX	2026-04-27
Guinea	GIN	15034222B8370409983379	GIN	ADM0	education	DISTANCE	35,000	school_age	4,732,546	72.57	136,921	2.1	HDX	2026-04-27
Dabola	null	49546643B93693461345641	GIN	ADM2	education	DISTANCE	5,000	school_age	22,552	19	22,552	19	HDX	2026-04-27
Dalaba	null	49546643B54901917722686	GIN	ADM2	education	DISTANCE	35,000	total	92,260	65.67	1,631	1.16	HDX	2026-04-27
Beyla	null	49546643B61238663992809	GIN	ADM2	education	DISTANCE	20,000	school_age	78,249	36.24	4,573	2.12	HDX	2026-04-27
Labe	null	49546643B62226026687736	GIN	ADM2	education	DISTANCE	50,000	total	343,940	92.81	5	0	HDX	2026-04-27
Guinea	GIN	15034222B8370409983379	GIN	ADM0	education	DISTANCE	15,000	school_age	3,916,818	60.06	407,811	6.25	HDX	2026-04-27
Boke	GN-B	385441B97135885584055	GIN	ADM1	education	DISTANCE	35,000	total	897,112	68.97	22,287	1.71	HDX	2026-04-27
Lelouma	null	49546643B79531384041877	GIN	ADM2	education	DISTANCE	40,000	total	133,400	71.87	8,449	4.55	HDX	2026-04-27
Fria	null	49546643B99930178329351	GIN	ADM2	education	DISTANCE	50,000	total	93,022	84.78	105	0.1	HDX	2026-04-27

End of preview. Expand in Data Studio

Guinea - Accessibility Indicators | Africa (original)

Size category: n<1K - 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: Guinea - Accessibility Indicators Publisher: HeiGIT (Heidelberg Institute for Geoinformation Technology) · Source: HDX · License: cc-by-sa · Updated: 2026-02-27 Abstract This dataset provides insights into spatial accessibility to healthcare and education services across Guinea. It has been created using free and open tools such as openrouteservice and open data sources, primarily OpenStreetMap (OSM). To assess accessibility to education and healthcare, we use… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-education-guinea.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-education-guinea`
Sector	health
Topic tags	humanitarian, hdx, electric-sheep-africa, education, health-facilities, transportation, gin
Modalities	`tabular`, `text`
Formats	`parquet`
Size category	`n<1K`
Countries	Guinea
ISO3 coverage	`GIN`
Last modified on HF	`2026-04-27 01:03:07+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/africa-education-guinea")
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: upstream_publisher.
Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.

Source And Provenance

Source context: original
Publisher/source attribution: original
License: CC BY-SA 4.0
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/africa-education-guinea
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_africa_education_guinea_2026,
  title        = {Guinea - Accessibility Indicators | Africa (original)},
  author       = {original},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-education-guinea},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-education-guinea}}
}

License

Released under CC BY-SA 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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Collection including electricsheepafrica/africa-education-guinea

Guinea · Country Data Coverage

Collection

201 official ML-ready Guinea open-data resources, plus related Electric Sheep Africa datasets. • 335 items • Updated 15 days ago