Datasets:

electricsheepafrica
/

africa-crops-and-livestock-products-milk-animals

country_name stringclasses 41 values	country_m49 int64 12 854	item stringclasses 6 values	year int64 1.96k 2.02k	value float64 310 76.3M	unit stringclasses 1 value	flag stringclasses 4 values
Algeria	12	Raw milk of camel	1,961	37,000	An	A
Algeria	12	Raw milk of camel	1,962	37,000	An	A
Algeria	12	Raw milk of camel	1,963	27,000	An	A
Algeria	12	Raw milk of camel	1,964	32,000	An	A
Algeria	12	Raw milk of camel	1,965	31,000	An	A
Algeria	12	Raw milk of camel	1,966	31,000	An	A
Algeria	12	Raw milk of camel	1,967	36,000	An	A
Algeria	12	Raw milk of camel	1,968	35,000	An	A
Algeria	12	Raw milk of camel	1,969	38,000	An	A
Algeria	12	Raw milk of camel	1,970	40,000	An	A
Algeria	12	Raw milk of camel	1,971	35,000	An	A
Algeria	12	Raw milk of camel	1,972	36,000	An	A
Algeria	12	Raw milk of camel	1,973	37,000	An	E
Algeria	12	Raw milk of camel	1,974	37,500	An	E
Algeria	12	Raw milk of camel	1,975	36,000	An	E
Algeria	12	Raw milk of camel	1,976	35,000	An	E
Algeria	12	Raw milk of camel	1,977	35,000	An	E
Algeria	12	Raw milk of camel	1,978	35,700	An	E
Algeria	12	Raw milk of camel	1,979	35,900	An	E
Algeria	12	Raw milk of camel	1,980	36,100	An	E
Algeria	12	Raw milk of camel	1,981	36,200	An	E
Algeria	12	Raw milk of camel	1,982	36,300	An	E
Algeria	12	Raw milk of camel	1,983	36,400	An	E
Algeria	12	Raw milk of camel	1,984	28,800	An	E
Algeria	12	Raw milk of camel	1,985	30,600	An	E
Algeria	12	Raw milk of camel	1,986	27,800	An	E
Algeria	12	Raw milk of camel	1,987	30,700	An	E
Algeria	12	Raw milk of camel	1,988	26,200	An	E
Algeria	12	Raw milk of camel	1,989	27,800	An	E
Algeria	12	Raw milk of camel	1,990	31,200	An	E
Algeria	12	Raw milk of camel	1,991	31,300	An	E
Algeria	12	Raw milk of camel	1,992	32,586	An	I
Algeria	12	Raw milk of camel	1,993	32,621	An	I
Algeria	12	Raw milk of camel	1,994	32,577	An	I
Algeria	12	Raw milk of camel	1,995	33,500	An	E
Algeria	12	Raw milk of camel	1,996	36,000	An	E
Algeria	12	Raw milk of camel	1,997	38,000	An	E
Algeria	12	Raw milk of camel	1,998	39,000	An	E
Algeria	12	Raw milk of camel	1,999	55,000	An	E
Algeria	12	Raw milk of camel	2,000	58,000	An	E
Algeria	12	Raw milk of camel	2,001	61,000	An	E
Algeria	12	Raw milk of camel	2,002	61,544	An	I
Algeria	12	Raw milk of camel	2,003	62,500	An	E
Algeria	12	Raw milk of camel	2,004	68,000	An	E
Algeria	12	Raw milk of camel	2,005	67,000	An	E
Algeria	12	Raw milk of camel	2,006	72,000	An	E
Algeria	12	Raw milk of camel	2,007	73,000	An	E
Algeria	12	Raw milk of camel	2,008	73,800	An	E
Algeria	12	Raw milk of camel	2,009	75,000	An	E
Algeria	12	Raw milk of camel	2,010	78,000	An	E
Algeria	12	Raw milk of camel	2,011	79,000	An	E
Algeria	12	Raw milk of camel	2,012	85,000	An	E
Algeria	12	Raw milk of camel	2,013	86,000	An	E
Algeria	12	Raw milk of camel	2,014	82,156	An	I
Algeria	12	Raw milk of camel	2,015	83,654	An	I
Algeria	12	Raw milk of camel	2,016	86,821	An	I
Algeria	12	Raw milk of camel	2,017	86,926	An	I
Algeria	12	Raw milk of camel	2,018	93,504	An	I
Algeria	12	Raw milk of camel	2,019	93,474	An	I
Algeria	12	Raw milk of camel	2,020	96,887	An	I
Algeria	12	Raw milk of camel	2,021	99,309	An	I
Algeria	12	Raw milk of camel	2,022	101,347	An	I
Algeria	12	Raw milk of camel	2,023	101,700	An	I
Algeria	12	Raw milk of camel	2,024	102,669	An	I
Algeria	12	Raw milk of cattle	1,961	263,000	An	X
Algeria	12	Raw milk of cattle	1,962	263,000	An	X
Algeria	12	Raw milk of cattle	1,963	263,000	An	X
Algeria	12	Raw milk of cattle	1,964	289,000	An	X
Algeria	12	Raw milk of cattle	1,965	304,000	An	X
Algeria	12	Raw milk of cattle	1,966	326,000	An	X
Algeria	12	Raw milk of cattle	1,967	342,000	An	X
Algeria	12	Raw milk of cattle	1,968	353,000	An	X
Algeria	12	Raw milk of cattle	1,969	372,000	An	X
Algeria	12	Raw milk of cattle	1,970	364,300	An	A
Algeria	12	Raw milk of cattle	1,971	368,500	An	A
Algeria	12	Raw milk of cattle	1,972	398,500	An	A
Algeria	12	Raw milk of cattle	1,973	400,000	An	E
Algeria	12	Raw milk of cattle	1,974	430,000	An	E
Algeria	12	Raw milk of cattle	1,975	450,000	An	E
Algeria	12	Raw milk of cattle	1,976	470,000	An	E
Algeria	12	Raw milk of cattle	1,977	490,000	An	E
Algeria	12	Raw milk of cattle	1,978	510,000	An	E
Algeria	12	Raw milk of cattle	1,979	510,000	An	E
Algeria	12	Raw milk of cattle	1,980	530,000	An	E
Algeria	12	Raw milk of cattle	1,981	540,000	An	E
Algeria	12	Raw milk of cattle	1,982	610,000	An	E
Algeria	12	Raw milk of cattle	1,983	576,000	An	E
Algeria	12	Raw milk of cattle	1,984	550,000	An	E
Algeria	12	Raw milk of cattle	1,985	550,000	An	X
Algeria	12	Raw milk of cattle	1,986	553,000	An	X
Algeria	12	Raw milk of cattle	1,987	590,000	An	X
Algeria	12	Raw milk of cattle	1,988	630,000	An	X
Algeria	12	Raw milk of cattle	1,989	650,000	An	X
Algeria	12	Raw milk of cattle	1,990	660,000	An	X
Algeria	12	Raw milk of cattle	1,991	590,000	An	E
Algeria	12	Raw milk of cattle	1,992	700,000	An	E
Algeria	12	Raw milk of cattle	1,993	722,811	An	I
Algeria	12	Raw milk of cattle	1,994	720,000	An	E
Algeria	12	Raw milk of cattle	1,995	760,000	An	E
Algeria	12	Raw milk of cattle	1,996	752,000	An	A

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Crops and livestock products — Milk Animals | 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: Crops and livestock products — Milk Animals | Africa (FAOSTAT) 🌍 10,208 observations · 53 Africa countries · 1961–2024 · Repackaged by Electric Sheep Africa TL;DR This dataset contains 10,208 observations of Production data across 53 Africa countries, spanning 1961–2024, covering 6 distinct indicators. About the source Source: FAOSTAT (FAO) Publisher: Food and Agriculture Organization of the United Nations (FAO) License: cc-by-4.0 Topic:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-crops-and-livestock-products-milk-animals.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-crops-and-livestock-products-milk-animals`
Sector	agriculture_food
Topic tags	tabular, faostat-(fao), production, 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 13:32:38+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-crops-and-livestock-products-milk-animals")
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-crops-and-livestock-products-milk-animals
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_crops_and_livestock_products_milk_animals_2026,
  title        = {Crops and livestock products — Milk Animals | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-crops-and-livestock-products-milk-animals},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-crops-and-livestock-products-milk-animals}}
}

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.

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