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electricsheepafrica
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africa-emissions-from-crops-nitrogen-fertilizer-content-applied-that-leaches

Tasks:
Tabular Classification
Tabular Regression
Time Series Forecasting
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tabular
africa
faostat-(fao)
climate-change
faostat
fao
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country_name
stringclasses
43 values
country_m49
int64
12
854
item
stringclasses
1 value
year
int64
1.96k
2.05k
value
float64
0
549M
unit
stringclasses
1 value
flag
stringclasses
2 values
Algeria
12
Nutrient nitrogen N (total)
1,961
2,700,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,962
4,500,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,963
5,400,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,964
4,800,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,965
4,004,100
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,966
5,145,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,967
4,359,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,968
6,000,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,969
8,700,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,970
12,900,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,971
20,400,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,972
24,300,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,973
22,800,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,974
19,800,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,975
12,000,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,976
15,300,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,977
15,641,400
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,978
17,284,800
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,979
18,080,700
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,980
25,200,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,981
17,310,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,982
14,621,400
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,983
17,790,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,984
26,317,200
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,985
29,451,900
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,986
33,804,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,987
24,000,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,988
15,780,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,989
13,890,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,990
18,900,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,991
12,300,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,992
14,010,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,993
22,140,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,994
17,460,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,995
5,520,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,996
4,200,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,997
10,800,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,998
13,200,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
1,999
14,100,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,000
13,290,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,001
13,590,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,002
8,410,800
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,003
5,122,800
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,004
31,415,100
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,005
1,225,800
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,006
13,154,100
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,007
10,987,800
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,008
6,930,600
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,009
11,130,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,010
18,030,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,011
16,890,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,012
21,780,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,013
19,200,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,014
22,950,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,015
22,320,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,016
21,060,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,017
21,060,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,018
21,060,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,019
21,060,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,020
21,060,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,021
21,060,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,022
21,060,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,023
21,060,000
kg
E
Algeria
12
Nutrient nitrogen N (total)
2,030
16,911,800
kg
F
Algeria
12
Nutrient nitrogen N (total)
2,050
22,951,728.5714
kg
F
Angola
24
Nutrient nitrogen N (total)
1,961
150,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,962
150,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,963
150,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,964
300,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,965
840,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,966
1,080,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,967
1,500,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,968
1,500,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,969
1,500,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,970
1,650,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,971
3,360,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,972
3,360,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,973
2,730,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,974
1,950,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,975
630,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,976
300,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,977
3,930,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,978
3,000,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,979
2,820,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,980
2,760,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,981
1,380,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,982
840,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,983
1,140,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,984
1,114,500
kg
E
Angola
24
Nutrient nitrogen N (total)
1,985
3,838,200
kg
E
Angola
24
Nutrient nitrogen N (total)
1,986
1,500,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,987
1,200,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,988
1,566,300
kg
E
Angola
24
Nutrient nitrogen N (total)
1,989
2,752,800
kg
E
Angola
24
Nutrient nitrogen N (total)
1,990
750,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,991
690,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,992
930,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,993
600,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,994
600,000
kg
E
Angola
24
Nutrient nitrogen N (total)
1,995
600,000
kg
E
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Emissions from Crops — Nitrogen fertilizer content applied that leaches | Africa (FAOSTAT)

🌍 3,317 observations · 54 Africa countries · 1961–2050 · Repackaged by Electric Sheep Africa

rows countries years indicators license

TL;DR

This dataset contains 3,317 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
Algeria 65 1961 2050
Angola 65 1961 2050
Benin 65 1961 2050
Burkina Faso 65 1961 2050
Burundi 65 1961 2050
Cameroon 65 1961 2050
Eswatini 65 1961 2050
Central African Republic 65 1961 2050
Chad 65 1961 2050
Côte d'Ivoire 65 1961 2050
Equatorial Guinea 65 1961 2050
Gabon 65 1961 2050
Egypt 65 1961 2050
Morocco 65 1961 2050
Malawi 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 — 2700000.0
unit string — kg
flag string — E

Usage 

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-emissions-from-crops-nitrogen-fertilizer-content-applied-that-leaches")
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_nitrogen_fertilizer_content_applied_that_leaches_2050,
  title        = {Emissions from Crops — Nitrogen fertilizer content applied that leaches | 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-nitrogen-fertilizer-content-applied-that-leaches}}
}

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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