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Datasets:
electricsheepafrica
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africa-emissions-indicators-emissions-per-value-of-agricultural-production

Tasks:
Tabular Classification
Tabular Regression
Time Series Forecasting
Modalities:
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Formats:
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Languages:
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Size:
1K - 10K
Tags:
tabular
africa
faostat-(fao)
climate-change
faostat
fao
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country_name
stringclasses
42 values
country_m49
int64
12
854
item
stringclasses
3 values
year
int64
1.99k
2.02k
value
float64
0.28
126
unit
stringclasses
1 value
flag
stringclasses
1 value
Algeria
12
Farm gate
1,990
1.83
kg CO2eq/Int$
E
Algeria
12
Farm gate
1,991
1.52
kg CO2eq/Int$
E
Algeria
12
Farm gate
1,992
1.48
kg CO2eq/Int$
E
Algeria
12
Farm gate
1,993
1.57
kg CO2eq/Int$
E
Algeria
12
Farm gate
1,994
1.6
kg CO2eq/Int$
E
Algeria
12
Farm gate
1,995
1.42
kg CO2eq/Int$
E
Algeria
12
Farm gate
1,996
1.23
kg CO2eq/Int$
E
Algeria
12
Farm gate
1,997
1.48
kg CO2eq/Int$
E
Algeria
12
Farm gate
1,998
1.45
kg CO2eq/Int$
E
Algeria
12
Farm gate
1,999
1.41
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,000
1.54
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,001
1.46
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,002
1.35
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,003
1.21
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,004
1.23
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,005
1.14
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,006
1.12
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,007
1.23
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,008
1.16
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,009
1.07
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,010
1.1
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,011
1.04
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,012
1.04
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,013
0.95
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,014
1.04
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,015
0.99
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,016
0.96
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,017
0.95
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,018
0.89
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,019
0.87
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,020
0.91
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,021
1
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,022
0.97
kg CO2eq/Int$
E
Algeria
12
Farm gate
2,023
0.95
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
1,990
1.86
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
1,991
1.54
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
1,992
1.5
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
1,993
1.59
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
1,994
1.63
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
1,995
1.45
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
1,996
1.25
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
1,997
1.5
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
1,998
1.47
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
1,999
1.43
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,000
1.57
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,001
1.48
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,002
1.38
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,003
1.23
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,004
1.25
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,005
1.15
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,006
1.14
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,007
1.25
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,008
1.18
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,009
1.09
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,010
1.12
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,011
1.05
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,012
1.05
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,013
0.96
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,014
1.05
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,015
1
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,016
0.97
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,017
0.96
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,018
0.9
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,019
0.88
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,020
0.92
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,021
1.01
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,022
0.98
kg CO2eq/Int$
E
Algeria
12
Emissions on agricultural land
2,023
0.96
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
1,990
1.83
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
1,991
1.52
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
1,992
1.48
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
1,993
1.57
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
1,994
1.6
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
1,995
1.42
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
1,996
1.23
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
1,997
1.48
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
1,998
1.45
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
1,999
1.41
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,000
1.54
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,001
1.46
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,002
1.35
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,003
1.21
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,004
1.22
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,005
1.13
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,006
1.12
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,007
1.23
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,008
1.16
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,009
1.02
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,010
1.03
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,011
0.96
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,012
0.96
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,013
0.9
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,014
0.95
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,015
0.91
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,016
0.89
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,017
0.88
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,018
0.83
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,019
0.81
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,020
0.82
kg CO2eq/Int$
E
Algeria
12
IPCC Agriculture
2,021
0.88
kg CO2eq/Int$
E
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Emissions indicators — Emissions per value of agricultural production | Africa (FAOSTAT)

🌍 5,250 observations · 54 Africa countries · 1990–2023 · Repackaged by Electric Sheep Africa

rows countries years indicators license

TL;DR

This dataset contains 5,250 observations of Climate Change data across 54 Africa countries, spanning 1990–2023, covering 3 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 102 1990 2023
Angola 102 1990 2023
Benin 102 1990 2023
Botswana 102 1990 2023
Burkina Faso 102 1990 2023
Burundi 102 1990 2023
Cabo Verde 102 1990 2023
Cameroon 102 1990 2023
Central African Republic 102 1990 2023
Comoros 102 1990 2023
Côte d'Ivoire 102 1990 2023
Congo 102 1990 2023
Democratic Republic of the Congo 102 1990 2023
Djibouti 102 1990 2023
Gambia 102 1990 2023
... 39 more countries

Indicators (sample)

  • Farm gate
  • Emissions on agricultural land
  • IPCC Agriculture

Schema

Column Type Description Example
country_name string — Algeria
country_m49 int64 — 12
item string — Farm gate
year int64 — 1990
value float64 — 1.83
unit string — kg CO2eq/Int$
flag string — E

Usage 

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-emissions-indicators-emissions-per-value-of-agricultural-production")
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"] == "Farm gate"]
          .sort_values("year"))
sample.plot(x="year", y="value", title="Farm gate")

Pivot to country × year matrix 

matrix = (df[df["item"] == "Farm gate"]
          .pivot_table(index="year", columns="country_name", values="value"))
print(matrix.tail())

Citation 

@misc{africa_emissions_indicators_emissions_per_value_of_agricultural_production_2023,
  title        = {Emissions indicators — Emissions per value of agricultural production | Africa (FAOSTAT)},
  author       = {Food and Agriculture Organization of the United Nations (FAO)},
  year         = {2023},
  url          = {https://www.fao.org/faostat/en/#data/EM},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-emissions-indicators-emissions-per-value-of-agricultural-production}}
}

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/EM
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