Datasets:

electricsheepafrica
/

africa-suite-of-food-security-indicators-value

country_name stringclasses 44 values	country_m49 int64 12 854	item stringclasses 26 values	year int64 2k 2.03k	value float64 -2.7 40k	unit stringclasses 6 values	flag stringclasses 2 values
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,001	2,962	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,002	3,003	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,003	3,049	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,004	3,068	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,005	3,044	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,006	3,143	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,007	3,143	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,008	3,157	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,009	3,229	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,010	3,243	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,011	3,350	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,012	3,364	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,013	3,442	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,014	3,437	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,015	3,425	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,016	3,456	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,017	3,395	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,018	3,392	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,019	3,478	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,020	3,504	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,021	3,500	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,022	3,468	kcal/cap/d	E
Algeria	12	Dietary energy supply used in the estimation of the prevalence of undernourishment (kcal/cap/day)	2,023	3,457	kcal/cap/d	E
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,000	0.2	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,001	0.1	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,002	0.1	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,003	0.1	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,004	0.1	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,005	0.1	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,006	0.1	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,007	0.1	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,008	0.1	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,009	0.2	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,010	0.2	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,011	0.2	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,012	0.2	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,014	0.2	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,015	0.2	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,016	0.2	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,017	0.2	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,018	0.2	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,019	0.2	km	X
Algeria	12	Rail lines density (total route in km per 100 square km of land area)	2,021	0.2	km	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,000	11,558	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,001	11,743	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,002	12,213	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,003	12,835	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,004	13,227	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,005	13,739	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,006	13,921	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,007	14,115	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,008	14,207	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,009	14,104	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,010	14,496	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,011	14,642	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,012	14,698	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,013	14,778	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,014	15,074	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,015	15,240	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,016	15,512	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,017	15,428	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,018	15,343	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,019	15,199	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,020	14,194	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,021	14,497	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,022	14,782	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,023	15,159	Int$/cap	X
Algeria	12	Gross domestic product per capita, PPP, (constant 2021 international $)	2,024	15,442	Int$/cap	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,000	-1.43	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,002	-1.63	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,003	-1.75	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,004	-1.36	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,005	-0.91	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,006	-1.13	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,007	-1.15	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,008	-1.1	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,009	-1.2	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,010	-1.26	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,011	-1.36	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,012	-1.33	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,013	-1.2	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,014	-1.19	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,015	-1.09	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,016	-1.1	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,017	-0.92	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,018	-0.84	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,019	-1.06	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,020	-0.85	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,021	-0.99	null	X
Algeria	12	Political stability and absence of violence/terrorism (index)	2,022	-0.65	null	X
Algeria	12	Per capita food supply variability (kcal/cap/day)	2,001	30	kcal/cap/d	E
Algeria	12	Per capita food supply variability (kcal/cap/day)	2,002	29	kcal/cap/d	E
Algeria	12	Per capita food supply variability (kcal/cap/day)	2,003	23	kcal/cap/d	E
Algeria	12	Per capita food supply variability (kcal/cap/day)	2,004	25	kcal/cap/d	E
Algeria	12	Per capita food supply variability (kcal/cap/day)	2,005	25	kcal/cap/d	E
Algeria	12	Per capita food supply variability (kcal/cap/day)	2,006	30	kcal/cap/d	E
Algeria	12	Per capita food supply variability (kcal/cap/day)	2,007	30	kcal/cap/d	E
Algeria	12	Per capita food supply variability (kcal/cap/day)	2,008	32	kcal/cap/d	E
Algeria	12	Per capita food supply variability (kcal/cap/day)	2,009	30	kcal/cap/d	E
Algeria	12	Per capita food supply variability (kcal/cap/day)	2,010	26	kcal/cap/d	E

End of preview. Expand in Data Studio

Suite of Food Security Indicators — Value | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)

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

Public datasets help analysts inspect structured evidence, build reproducible workflows, and compare patterns across domains.

Dataset context from the existing Hugging Face card: Suite of Food Security Indicators — Value | Africa (FAOSTAT) 🌍 24,871 observations · 54 Africa countries · 2000–2025 · Repackaged by Electric Sheep Africa TL;DR This dataset contains 24,871 observations of Food Security and Nutrition data across 54 Africa countries, spanning 2000–2025, covering 26 distinct indicators. About the source Source: FAOSTAT (FAO) Publisher: Food and Agriculture Organization of the United Nations (FAO) License:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-suite-of-food-security-indicators-value.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-suite-of-food-security-indicators-value`
Sector	agriculture_food
Topic tags	tabular, faostat-(fao), food-security-and-nutrition, faostat, fao, agriculture, food-security, time-series
Modalities	`tabular`, `text`
Formats	`parquet`
Size category	`10K<n<100K`
Countries	Africa-wide or source-defined African coverage
ISO3 coverage	`not declared`
Last modified on HF	`2026-06-17 13:25:10+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-suite-of-food-security-indicators-value")
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 4.0
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/africa-suite-of-food-security-indicators-value
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_suite_of_food_security_indicators_value_2026,
  title        = {Suite of Food Security Indicators — Value | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-suite-of-food-security-indicators-value},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-suite-of-food-security-indicators-value}}
}

License

Released under CC BY 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.

Downloads last month: 25