Datasets:

electricsheepafrica
/

africa-fertilizers-by-product-import-quantity

country_name stringclasses 43 values	country_m49 int64 12 854	item stringclasses 22 values	year int64 2k 2.02k	value float64 0 1.9M	unit stringclasses 1 value	flag stringclasses 3 values
Algeria	12	Ammonia, anhydrous	2,002	1.12	t	A
Algeria	12	Ammonia, anhydrous	2,003	2.56	t	A
Algeria	12	Ammonia, anhydrous	2,004	0.11	t	A
Algeria	12	Ammonia, anhydrous	2,005	1.5	t	A
Algeria	12	Ammonia, anhydrous	2,006	0.3	t	A
Algeria	12	Ammonia, anhydrous	2,007	0.1	t	A
Algeria	12	Ammonia, anhydrous	2,008	4.44	t	A
Algeria	12	Ammonia, anhydrous	2,009	0.48	t	A
Algeria	12	Ammonia, anhydrous	2,010	1.5	t	A
Algeria	12	Ammonia, anhydrous	2,011	11.08	t	A
Algeria	12	Ammonia, anhydrous	2,012	0.01	t	A
Algeria	12	Ammonia, anhydrous	2,013	0	t	A
Algeria	12	Ammonia, anhydrous	2,015	0.06	t	A
Algeria	12	Ammonia, anhydrous	2,016	2.73	t	A
Algeria	12	Ammonia, anhydrous	2,017	0.29	t	X
Algeria	12	Ammonia, anhydrous	2,018	10.92	t	I
Algeria	12	Ammonia, anhydrous	2,022	9.2	t	I
Algeria	12	Ammonium nitrate (AN)	2,002	0	t	A
Algeria	12	Ammonium nitrate (AN)	2,003	0	t	A
Algeria	12	Ammonium nitrate (AN)	2,004	0.01	t	A
Algeria	12	Ammonium nitrate (AN)	2,005	2,700.01	t	A
Algeria	12	Ammonium nitrate (AN)	2,007	2,665	t	A
Algeria	12	Ammonium nitrate (AN)	2,008	7,044.7	t	A
Algeria	12	Ammonium nitrate (AN)	2,009	10,406.46	t	A
Algeria	12	Ammonium nitrate (AN)	2,010	11,541.1	t	A
Algeria	12	Ammonium nitrate (AN)	2,011	2,400	t	A
Algeria	12	Ammonium nitrate (AN)	2,012	8,791.84	t	A
Algeria	12	Ammonium nitrate (AN)	2,013	7,219.35	t	A
Algeria	12	Ammonium nitrate (AN)	2,014	2,498.85	t	A
Algeria	12	Ammonium nitrate (AN)	2,015	10,785.75	t	A
Algeria	12	Ammonium nitrate (AN)	2,016	5,030.37	t	X
Algeria	12	Ammonium nitrate (AN)	2,017	0.42	t	X
Algeria	12	Ammonium nitrate (AN)	2,018	22,521.21	t	I
Algeria	12	Ammonium nitrate (AN)	2,019	47.77	t	I
Algeria	12	Ammonium nitrate (AN)	2,020	10,843.21	t	I
Algeria	12	Ammonium nitrate (AN)	2,021	10,118.3	t	I
Algeria	12	Ammonium nitrate (AN)	2,022	0.23	t	I
Algeria	12	Ammonium nitrate (AN)	2,023	0.01	t	I
Algeria	12	Ammonium sulphate	2,002	4,936.09	t	A
Algeria	12	Ammonium sulphate	2,003	13,960.06	t	A
Algeria	12	Ammonium sulphate	2,004	3,347.8	t	A
Algeria	12	Ammonium sulphate	2,005	8,531.84	t	A
Algeria	12	Ammonium sulphate	2,006	15,412.26	t	A
Algeria	12	Ammonium sulphate	2,007	14,261.87	t	A
Algeria	12	Ammonium sulphate	2,008	17,638.09	t	A
Algeria	12	Ammonium sulphate	2,009	7,945.67	t	A
Algeria	12	Ammonium sulphate	2,010	6,101.51	t	A
Algeria	12	Ammonium sulphate	2,011	8,228.53	t	A
Algeria	12	Ammonium sulphate	2,012	7,669.17	t	A
Algeria	12	Ammonium sulphate	2,013	7,534.73	t	X
Algeria	12	Ammonium sulphate	2,014	20,582.79	t	A
Algeria	12	Ammonium sulphate	2,015	19,976.01	t	A
Algeria	12	Ammonium sulphate	2,016	4,984.5	t	A
Algeria	12	Ammonium sulphate	2,017	6,257.22	t	A
Algeria	12	Ammonium sulphate	2,018	60,489.86	t	I
Algeria	12	Ammonium sulphate	2,019	17,772.97	t	I
Algeria	12	Ammonium sulphate	2,020	28,879.58	t	I
Algeria	12	Ammonium sulphate	2,021	34,446.5	t	I
Algeria	12	Ammonium sulphate	2,022	854.1	t	I
Algeria	12	Ammonium sulphate	2,023	49,109.87	t	I
Algeria	12	Calcium ammonium nitrate (CAN) and other mixtures with calcium carbonate	2,012	0.01	t	A
Algeria	12	Calcium ammonium nitrate (CAN) and other mixtures with calcium carbonate	2,017	548	t	A
Algeria	12	Calcium ammonium nitrate (CAN) and other mixtures with calcium carbonate	2,020	42.46	t	I
Algeria	12	Calcium ammonium nitrate (CAN) and other mixtures with calcium carbonate	2,022	42.42	t	I
Algeria	12	Diammonium phosphate (DAP)	2,002	1,003.04	t	A
Algeria	12	Diammonium phosphate (DAP)	2,003	750.01	t	A
Algeria	12	Diammonium phosphate (DAP)	2,004	0.02	t	A
Algeria	12	Diammonium phosphate (DAP)	2,005	500.01	t	A
Algeria	12	Diammonium phosphate (DAP)	2,006	500	t	A
Algeria	12	Diammonium phosphate (DAP)	2,007	1,000	t	A
Algeria	12	Diammonium phosphate (DAP)	2,008	1,000.01	t	A
Algeria	12	Diammonium phosphate (DAP)	2,009	3,300	t	A
Algeria	12	Diammonium phosphate (DAP)	2,010	60	t	A
Algeria	12	Diammonium phosphate (DAP)	2,011	0.05	t	A
Algeria	12	Diammonium phosphate (DAP)	2,012	0.03	t	X
Algeria	12	Diammonium phosphate (DAP)	2,013	0.04	t	A
Algeria	12	Diammonium phosphate (DAP)	2,014	0.02	t	A
Algeria	12	Diammonium phosphate (DAP)	2,015	96.06	t	A
Algeria	12	Diammonium phosphate (DAP)	2,016	2.01	t	A
Algeria	12	Diammonium phosphate (DAP)	2,017	1.25	t	A
Algeria	12	Diammonium phosphate (DAP)	2,018	5,819.69	t	I
Algeria	12	Diammonium phosphate (DAP)	2,019	3,191.16	t	I
Algeria	12	Diammonium phosphate (DAP)	2,020	2,982.16	t	I
Algeria	12	Diammonium phosphate (DAP)	2,021	0.01	t	I
Algeria	12	Diammonium phosphate (DAP)	2,022	5,952.02	t	I
Algeria	12	Diammonium phosphate (DAP)	2,023	1,327.17	t	I
Algeria	12	Fertilizers n.e.c.	2,002	810.03	t	A
Algeria	12	Fertilizers n.e.c.	2,003	323.99	t	A
Algeria	12	Fertilizers n.e.c.	2,004	3,293.69	t	A
Algeria	12	Fertilizers n.e.c.	2,005	4,354.25	t	A
Algeria	12	Fertilizers n.e.c.	2,006	9,714.08	t	A
Algeria	12	Fertilizers n.e.c.	2,007	6,604.56	t	A
Algeria	12	Fertilizers n.e.c.	2,008	669.82	t	A
Algeria	12	Fertilizers n.e.c.	2,009	8,168.76	t	A
Algeria	12	Fertilizers n.e.c.	2,010	14,801.66	t	A
Algeria	12	Fertilizers n.e.c.	2,011	5,261.88	t	X
Algeria	12	Fertilizers n.e.c.	2,012	6,369.6	t	X
Algeria	12	Fertilizers n.e.c.	2,013	12,001.91	t	X
Algeria	12	Fertilizers n.e.c.	2,014	4,639.14	t	A
Algeria	12	Fertilizers n.e.c.	2,015	6,566.64	t	A

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Fertilizers by Product — Import quantity | 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: Fertilizers by Product — Import quantity | Africa (FAOSTAT) 🌍 16,832 observations · 54 Africa countries · 2002–2023 · Repackaged by Electric Sheep Africa TL;DR This dataset contains 16,832 observations of Land, Inputs and Sustainability data across 54 Africa countries, spanning 2002–2023, covering 22 distinct indicators. About the source Source: FAOSTAT (FAO) Publisher: Food and Agriculture Organization of the United Nations (FAO) License:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-fertilizers-by-product-import-quantity.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-fertilizers-by-product-import-quantity`
Sector	agriculture_food
Topic tags	tabular, faostat-(fao), land,-inputs-and-sustainability, 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 13:23:13+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-fertilizers-by-product-import-quantity")
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-fertilizers-by-product-import-quantity
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_fertilizers_by_product_import_quantity_2026,
  title        = {Fertilizers by Product — Import quantity | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-fertilizers-by-product-import-quantity},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-fertilizers-by-product-import-quantity}}
}

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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