Datasets:

electricsheepafrica
/

nigeria-education-accessibility

name stringclasses 758 values	iso stringclasses 38 values	id stringclasses 769 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 0 149M	population_share float64 0 100	population_interval int64 0 48.3M	population_interval_share float64 0 100
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	5,000	school_age	93,248	93.15	93,248	93.15
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	5,000	total	190,339	93.39	190,339	93.39
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	10,000	school_age	100,100	100	6,852	6.85
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	10,000	total	203,806	100	13,467	6.61
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	15,000	school_age	100,100	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	15,000	total	203,806	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	20,000	school_age	100,100	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	20,000	total	203,806	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	25,000	school_age	100,100	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	25,000	total	203,806	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	30,000	school_age	100,100	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	30,000	total	203,806	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	35,000	school_age	100,100	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	35,000	total	203,806	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	40,000	school_age	100,100	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	40,000	total	203,806	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	45,000	school_age	100,100	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	45,000	total	203,806	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	50,000	school_age	100,100	100	0	0
Aba North	null	59680162B53329994117155	NGA	ADM2	education	DISTANCE	50,000	total	203,806	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	5,000	school_age	236,688	95.97	236,688	95.97
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	5,000	total	483,572	95.98	483,572	95.98
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	10,000	school_age	246,632	100	9,944	4.03
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	10,000	total	503,809	100	20,237	4.02
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	15,000	school_age	246,632	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	15,000	total	503,809	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	20,000	school_age	246,632	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	20,000	total	503,809	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	25,000	school_age	246,632	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	25,000	total	503,809	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	30,000	school_age	246,632	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	30,000	total	503,809	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	35,000	school_age	246,632	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	35,000	total	503,809	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	40,000	school_age	246,632	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	40,000	total	503,809	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	45,000	school_age	246,632	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	45,000	total	503,809	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	50,000	school_age	246,632	100	0	0
Aba South	null	59680162B9128777704300	NGA	ADM2	education	DISTANCE	50,000	total	503,809	100	0	0
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	5,000	school_age	797	0.92	797	0.92
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	5,000	total	1,386	0.92	1,386	0.92
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	10,000	school_age	14,146	16.33	13,349	15.41
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	10,000	total	24,594	16.34	23,208	15.42
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	15,000	school_age	27,361	31.58	13,215	15.25
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	15,000	total	47,568	31.6	22,974	15.26
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	20,000	school_age	29,635	34.2	2,274	2.62
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	20,000	total	51,522	34.23	3,954	2.63
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	25,000	school_age	31,255	36.07	1,620	1.87
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	25,000	total	54,339	36.1	2,817	1.87
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	30,000	school_age	32,741	37.79	1,486	1.72
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	30,000	total	56,922	37.82	2,583	1.72
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	35,000	school_age	36,303	41.9	3,562	4.11
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	35,000	total	63,114	41.93	6,192	4.11
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	40,000	school_age	39,908	46.06	3,605	4.16
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	40,000	total	69,382	46.1	6,268	4.16
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	45,000	school_age	45,215	52.19	5,307	6.13
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	45,000	total	78,609	52.23	9,227	6.13
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	50,000	school_age	49,329	56.93	4,114	4.75
Abadam	null	59680162B89355923746110	NGA	ADM2	education	DISTANCE	50,000	total	85,761	56.98	7,152	4.75
Abaji	null	59680162B29524904273451	NGA	ADM2	education	DISTANCE	30,000	school_age	0	0	0	0
Abaji	null	59680162B29524904273451	NGA	ADM2	education	DISTANCE	30,000	total	0	0	0	0
Abaji	null	59680162B29524904273451	NGA	ADM2	education	DISTANCE	35,000	school_age	3,608	2.67	3,608	2.67
Abaji	null	59680162B29524904273451	NGA	ADM2	education	DISTANCE	35,000	total	5,993	2.63	5,993	2.63
Abaji	null	59680162B29524904273451	NGA	ADM2	education	DISTANCE	40,000	school_age	36,235	26.78	32,627	24.11
Abaji	null	59680162B29524904273451	NGA	ADM2	education	DISTANCE	40,000	total	60,224	26.42	54,231	23.79
Abaji	null	59680162B29524904273451	NGA	ADM2	education	DISTANCE	45,000	school_age	59,172	43.73	22,937	16.95
Abaji	null	59680162B29524904273451	NGA	ADM2	education	DISTANCE	45,000	total	98,521	43.21	38,297	16.8
Abaji	null	59680162B29524904273451	NGA	ADM2	education	DISTANCE	50,000	school_age	64,741	47.85	5,569	4.12
Abaji	null	59680162B29524904273451	NGA	ADM2	education	DISTANCE	50,000	total	107,894	47.33	9,373	4.11
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	15,000	school_age	8,259	8	8,259	8
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	15,000	total	15,842	7.98	15,842	7.98
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	20,000	school_age	41,066	39.77	32,807	31.77
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	20,000	total	78,689	39.64	62,847	31.66
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	25,000	school_age	76,743	74.32	35,677	34.55
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	25,000	total	147,284	74.2	68,595	34.56
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	30,000	school_age	94,136	91.17	17,393	16.84
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	30,000	total	180,982	91.18	33,698	16.98
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	35,000	school_age	101,135	97.94	6,999	6.78
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	35,000	total	194,361	97.92	13,379	6.74
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	40,000	school_age	102,843	99.6	1,708	1.65
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	40,000	total	197,680	99.59	3,319	1.67
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	45,000	school_age	103,258	100	415	0.4
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	45,000	total	198,491	100	811	0.41
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	50,000	school_age	103,258	100	0	0
Abak	null	59680162B70631413452384	NGA	ADM2	education	DISTANCE	50,000	total	198,491	100	0	0
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	5,000	school_age	48,125	44.53	48,125	44.53
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	5,000	total	83,033	44.49	83,033	44.49
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	10,000	school_age	73,308	67.83	25,183	23.3
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	10,000	total	126,626	67.85	43,593	23.36
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	15,000	school_age	99,464	92.02	26,156	24.2
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	15,000	total	171,797	92.05	45,171	24.2
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	20,000	school_age	108,074	99.99	8,610	7.97
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	20,000	total	186,613	99.99	14,816	7.94
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	25,000	school_age	108,078	99.99	4	0
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	25,000	total	186,619	99.99	6	0
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	30,000	school_age	108,078	99.99	0	0
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	30,000	total	186,619	99.99	0	0
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	35,000	school_age	108,083	100	5	0
Abakaliki	null	59680162B3222658090770	NGA	ADM2	education	DISTANCE	35,000	total	186,630	100	11	0.01

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Nigeria Education Accessibility Indicators | Africa (Electric Sheep Africa metadata inventory)

Size category: 10K<n<100K - Formats: parquet - Sector: education - 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

Education datasets help researchers study access, participation, attainment, learning systems, staffing, and infrastructure.

Dataset context from the existing Hugging Face card: Nigeria Education Accessibility Indicators This dataset provides insights into spatial accessibility to education services across Nigeria. It uses travel-time isochrones to calculate the population within distance intervals from schools. Data Structure name: Region or country name. iso: ISO3 country code. id: Unique identifier for the administrative unit. country: ISO3 country code. admin_level: Administrative level of the unit (ADM1-ADM4). category: education.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigeria-education-accessibility.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/nigeria-education-accessibility`
Sector	education
Topic tags	geospatial, nigeria, education, infrastructure
Modalities	`geospatial`, `tabular`, `text`
Formats	`parquet`
Size category	`10K<n<100K`
Countries	Nigeria
ISO3 coverage	`NGA`
Last modified on HF	`2025-12-30 06:21:23+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/nigeria-education-accessibility")
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: Electric Sheep Africa metadata inventory
Publisher/source attribution: Public dataset metadata
License: Open Data Commons Open Database License
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/nigeria-education-accessibility
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_nigeria_education_accessibility_2026,
  title        = {Nigeria Education Accessibility Indicators | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/nigeria-education-accessibility},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/nigeria-education-accessibility}}
}

License

Released under Open Data Commons Open Database License.

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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Collections including electricsheepafrica/nigeria-education-accessibility

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