Datasets:

electricsheepafrica
/

africa-faostat-emissions-intensities-ei

Domain Code stringclasses 1 value	Domain stringclasses 1 value	Area Code int64 4 250	Area stringclasses 40 values	Element Code int64 5.51k 723k	Element stringclasses 3 values	Item Code int64 27 1.72k	Item stringclasses 14 values	Year Code int64 1.96k 2.02k	Year stringdate 1961-01-01 00:00:00 2023-01-01 00:00:00	Unit stringclasses 3 values	Value float64 -6,316.75 26M
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,961	1961	kg CO2eq/kg	0.1942
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,962	1962	kg CO2eq/kg	0.1157
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,963	1963	kg CO2eq/kg	0.1173
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,964	1964	kg CO2eq/kg	0.1551
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,965	1965	kg CO2eq/kg	0.1421
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,966	1966	kg CO2eq/kg	0.1858
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,967	1967	kg CO2eq/kg	0.139
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,968	1968	kg CO2eq/kg	0.129
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,969	1969	kg CO2eq/kg	0.1391
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,970	1970	kg CO2eq/kg	0.1351
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,971	1971	kg CO2eq/kg	0.1428
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,972	1972	kg CO2eq/kg	0.1308
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,973	1973	kg CO2eq/kg	0.1586
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,974	1974	kg CO2eq/kg	0.1586
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,975	1975	kg CO2eq/kg	0.1156
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,976	1976	kg CO2eq/kg	0.1279
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,977	1977	kg CO2eq/kg	0.1761
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,978	1978	kg CO2eq/kg	0.1417
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,979	1979	kg CO2eq/kg	0.1433
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,980	1980	kg CO2eq/kg	0.1198
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,981	1981	kg CO2eq/kg	0.1306
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,982	1982	kg CO2eq/kg	0.1369
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,983	1983	kg CO2eq/kg	0.1383
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,984	1984	kg CO2eq/kg	0.1402
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,985	1985	kg CO2eq/kg	0.1045
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,986	1986	kg CO2eq/kg	0.1092
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,987	1987	kg CO2eq/kg	0.1159
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,988	1988	kg CO2eq/kg	0.136
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,989	1989	kg CO2eq/kg	0.116
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,990	1990	kg CO2eq/kg	0.1191
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,991	1991	kg CO2eq/kg	0.0953
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,992	1992	kg CO2eq/kg	0.1033
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,993	1993	kg CO2eq/kg	0.1214
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,994	1994	kg CO2eq/kg	0.1231
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,995	1995	kg CO2eq/kg	0.115
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,996	1996	kg CO2eq/kg	0.0921
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,997	1997	kg CO2eq/kg	0.1223
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,998	1998	kg CO2eq/kg	0.1165
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	1,999	1999	kg CO2eq/kg	0.1044
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,000	2000	kg CO2eq/kg	0.1165
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,001	2001	kg CO2eq/kg	0.104
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,002	2002	kg CO2eq/kg	0.106
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,003	2003	kg CO2eq/kg	0.0912
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,004	2004	kg CO2eq/kg	0.0934
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,005	2005	kg CO2eq/kg	0.0899
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,006	2006	kg CO2eq/kg	0.0895
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,007	2007	kg CO2eq/kg	0.0949
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,008	2008	kg CO2eq/kg	0.1046
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,009	2009	kg CO2eq/kg	0.0845
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,010	2010	kg CO2eq/kg	0.0888
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,011	2011	kg CO2eq/kg	0.0865
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,012	2012	kg CO2eq/kg	0.0856
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,013	2013	kg CO2eq/kg	0.0836
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,014	2014	kg CO2eq/kg	0.0927
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,015	2015	kg CO2eq/kg	0.0923
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,016	2016	kg CO2eq/kg	0.1031
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,017	2017	kg CO2eq/kg	0.1043
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,018	2018	kg CO2eq/kg	0.0815
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,019	2019	kg CO2eq/kg	0.0841
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,020	2020	kg CO2eq/kg	0.0889
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,021	2021	kg CO2eq/kg	0.0925
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,022	2022	kg CO2eq/kg	0.091
EI	Emissions intensities	4	Algeria	71,761	Emissions intensity	1,718	Cereals excluding rice	2,023	2023	kg CO2eq/kg	0.0954
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,961	1961	kt	180.204
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,962	1962	kt	273.3736
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,963	1963	kt	271.7441
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,964	1964	kt	229.9199
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,965	1965	kt	245.8839
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,966	1966	kt	143.1511
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,967	1967	kt	227.5411
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,968	1968	kt	273.7609
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,969	1969	kt	256.8218
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,970	1970	kt	277.7486
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,971	1971	kt	247.6681
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,972	1972	kt	308.7969
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,973	1973	kt	252.7322
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,974	1974	kt	234.3563
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,975	1975	kt	309.6538
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,976	1976	kt	295.7965
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,977	1977	kt	201.0008
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,978	1978	kt	217.9097
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,979	1979	kt	232.0699
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,980	1980	kt	289.6703
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,981	1981	kt	239.2814
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,982	1982	kt	208.4809
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,983	1983	kt	178.3671
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,984	1984	kt	204.7525
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,985	1985	kt	304.9611
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,986	1986	kt	262.3336
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,987	1987	kt	239.2705
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,988	1988	kt	141.0104
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,989	1989	kt	232.503
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,990	1990	kt	193.5781
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,991	1991	kt	362.898
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,992	1992	kt	343.7241
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,993	1993	kt	176.2297
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,994	1994	kt	118.5803
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,995	1995	kt	245.9117
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,996	1996	kt	451.264
EI	Emissions intensities	4	Algeria	723,113	Emissions (CO2eq) (AR5)	1,718	Cereals excluding rice	1,997	1997	kt	106.3198

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Emissions intensities — 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: Emissions intensities — Africa Source: FAOSTAT — Emissions intensities Domain code: EI Publisher: Food and Agriculture Organization of the United Nations (FAO) Coverage: 51 African countries · 1961–2023 · 89,713 rows Items: 14 · Elements: 3 About FAOSTAT is the world's largest and most comprehensive statistical database on food, agriculture, fisheries, forestry, and rural development. This dataset contains the Emissions intensities domain filtered to all available African… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-faostat-emissions-intensities-ei.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-faostat-emissions-intensities-ei`
Sector	agriculture_food
Topic tags	faostat, agriculture, food-security, tabular
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	`2026-05-04 02:18:47+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-faostat-emissions-intensities-ei")
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-faostat-emissions-intensities-ei
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_faostat_emissions_intensities_ei_2026,
  title        = {Emissions intensities — Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-faostat-emissions-intensities-ei},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-faostat-emissions-intensities-ei}}
}

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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