Datasets:

electricsheepafrica
/

africa-emissions-from-crops-synthetic-fertilizers-agricultural-use

country_name stringclasses 43 values	country_m49 int64 12 854	item stringclasses 1 value	year int64 1.96k 2.05k	value float64 0 1.83B	unit stringclasses 1 value	flag stringclasses 4 values
Algeria	12	Nutrient nitrogen N (total)	1,961	9,000,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,962	15,000,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,963	18,000,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,964	16,000,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,965	13,347,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,966	17,150,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,967	14,530,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,968	20,000,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,969	29,000,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,970	43,000,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,971	68,000,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,972	81,000,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,973	76,000,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,974	66,000,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,975	40,000,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,976	51,000,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,977	52,138,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,978	57,616,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,979	60,269,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,980	84,000,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,981	57,700,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,982	48,738,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,983	59,300,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,984	87,724,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,985	98,173,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,986	112,680,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,987	80,000,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,988	52,600,000	kg	A
Algeria	12	Nutrient nitrogen N (total)	1,989	46,300,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,990	63,000,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,991	41,000,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,992	46,700,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,993	73,800,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,994	58,200,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,995	18,400,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,996	14,000,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,997	36,000,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,998	44,000,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	1,999	47,000,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	2,000	44,300,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	2,001	45,300,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	2,002	28,036,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,003	17,076,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,004	104,717,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,005	4,086,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,006	43,847,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,007	36,626,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,008	23,102,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,009	37,100,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	2,010	60,100,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	2,011	56,300,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	2,012	72,600,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	2,013	64,000,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	2,014	76,500,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	2,015	74,400,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	2,016	70,200,000	kg	X
Algeria	12	Nutrient nitrogen N (total)	2,017	70,200,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,018	70,200,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,019	70,200,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,020	70,200,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,021	70,200,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,022	70,200,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,023	70,200,000	kg	I
Algeria	12	Nutrient nitrogen N (total)	2,030	56,372,666.6667	kg	F
Algeria	12	Nutrient nitrogen N (total)	2,050	76,505,761.9048	kg	F
Angola	24	Nutrient nitrogen N (total)	1,961	500,000	kg	I
Angola	24	Nutrient nitrogen N (total)	1,962	500,000	kg	I
Angola	24	Nutrient nitrogen N (total)	1,963	500,000	kg	I
Angola	24	Nutrient nitrogen N (total)	1,964	1,000,000	kg	I
Angola	24	Nutrient nitrogen N (total)	1,965	2,800,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,966	3,600,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,967	5,000,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,968	5,000,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,969	5,000,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,970	5,500,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,971	11,200,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,972	11,200,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,973	9,100,000	kg	A
Angola	24	Nutrient nitrogen N (total)	1,974	6,500,000	kg	A
Angola	24	Nutrient nitrogen N (total)	1,975	2,100,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,976	1,000,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,977	13,100,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,978	10,000,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,979	9,400,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,980	9,200,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,981	4,600,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,982	2,800,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,983	3,800,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,984	3,715,000	kg	A
Angola	24	Nutrient nitrogen N (total)	1,985	12,794,000	kg	A
Angola	24	Nutrient nitrogen N (total)	1,986	5,000,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,987	4,000,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,988	5,221,000	kg	A
Angola	24	Nutrient nitrogen N (total)	1,989	9,176,000	kg	A
Angola	24	Nutrient nitrogen N (total)	1,990	2,500,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,991	2,300,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,992	3,100,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,993	2,000,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,994	2,000,000	kg	X
Angola	24	Nutrient nitrogen N (total)	1,995	2,000,000	kg	X

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Emissions from Crops — Synthetic fertilizers (Agricultural use) | Africa (FAOSTAT)

🌍 3,013 observations · 54 Africa countries · 1961–2050 · Repackaged by Electric Sheep Africa

TL;DR

This dataset contains 3,013 observations of Climate Change data across 54 Africa countries, spanning 1961–2050, covering 1 distinct indicators.

About the source

Source: FAOSTAT (FAO)
Publisher: Food and Agriculture Organization of the United Nations (FAO)
License: cc-by-4.0
Topic: Climate Change

Geographic coverage

54 Africa countries · top rows shown below, sorted by row count:

Country	Rows	First year	Last year
`Nigeria`	81	1961	2050
`South Africa`	81	1961	2050
`Egypt`	65	1961	2050
`Côte d'Ivoire`	65	1961	2050
`Algeria`	65	1961	2050
`Benin`	65	1961	2050
`Eswatini`	65	1961	2050
`Mali`	65	1961	2050
`Zimbabwe`	65	1961	2050
`Tunisia`	65	1961	2050
`United Republic of Tanzania`	65	1961	2050
`Zambia`	65	1961	2050
`Morocco`	65	1961	2050
`Mozambique`	65	1961	2050
`Lesotho`	65	1961	2050
...	39 more countries

Indicators (sample)

Nutrient nitrogen N (total)

Schema

Column	Type	Description	Example
`country_name`	`string`	—	`Algeria`
`country_m49`	`int64`	—	`12`
`item`	`string`	—	`Nutrient nitrogen N (total)`
`year`	`int64`	—	`1961`
`value`	`float64`	—	`9000000.0`
`unit`	`string`	—	`kg`
`flag`	`string`	—	`X`

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-emissions-from-crops-synthetic-fertilizers-agricultural-use")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

kenya = df[df["country_name"] == "KEN"]

Time-series for a single indicator

sample = (df[df["item"] == "Nutrient nitrogen N (total)"]
          .sort_values("year"))
sample.plot(x="year", y="value", title="Nutrient nitrogen N (total)")

Pivot to country × year matrix

matrix = (df[df["item"] == "Nutrient nitrogen N (total)"]
          .pivot_table(index="year", columns="country_name", values="value"))
print(matrix.tail())

Citation

@misc{africa_emissions_from_crops_synthetic_fertilizers_agricultural_use_2050,
  title        = {Emissions from Crops — Synthetic fertilizers (Agricultural use) | Africa (FAOSTAT)},
  author       = {Food and Agriculture Organization of the United Nations (FAO)},
  year         = {2050},
  url          = {https://www.fao.org/faostat/en/#data/GCE},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-emissions-from-crops-synthetic-fertilizers-agricultural-use}}
}

License

Released under cc-by-4.0.

Original data © Food and Agriculture Organization of the United Nations (FAO). When using this dataset, please cite both the original source above and the Electric Sheep Africa repackaging.

About Electric Sheep

Electric Sheep Africa is part of the Electric Sheep mission: a unified, ML-ready data layer for Africa on HuggingFace. We pull data from authoritative open sources, normalize the schemas, package as Parquet, and publish with consistent dataset cards so researchers and developers can use load_dataset() to start working in seconds.

Browse the full collection: huggingface.co/electricsheepafrica

Provenance: ingested 2026-06-17 via the Electric Sheep pipeline. Source URL: https://www.fao.org/faostat/en/#data/GCE

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