Datasets:

electricsheepafrica
/

africa-fertilizers-by-product-export-quantity

country_name stringclasses 47 values	country_m49 int64 12 854	item stringclasses 22 values	year int64 2k 2.02k	value float64 0 13.9M	unit stringclasses 1 value	flag stringclasses 3 values
Algeria	12	Ammonia, anhydrous	2,002	6,468.36	t	A
Algeria	12	Ammonia, anhydrous	2,003	15,832.35	t	A
Algeria	12	Ammonia, anhydrous	2,004	160,599	t	A
Algeria	12	Ammonia, anhydrous	2,005	204,500	t	A
Algeria	12	Ammonia, anhydrous	2,006	260,270	t	A
Algeria	12	Ammonia, anhydrous	2,007	244,000	t	A
Algeria	12	Ammonia, anhydrous	2,008	270,270	t	A
Algeria	12	Ammonia, anhydrous	2,009	257,770	t	A
Algeria	12	Ammonia, anhydrous	2,010	62,700	t	A
Algeria	12	Ammonia, anhydrous	2,011	288,180	t	A
Algeria	12	Ammonia, anhydrous	2,012	256,840	t	A
Algeria	12	Ammonia, anhydrous	2,013	575,222.26	t	A
Algeria	12	Ammonia, anhydrous	2,014	957,320.02	t	A
Algeria	12	Ammonia, anhydrous	2,015	607,978.35	t	A
Algeria	12	Ammonia, anhydrous	2,016	577,191.35	t	A
Algeria	12	Ammonia, anhydrous	2,017	827,435.19	t	A
Algeria	12	Ammonia, anhydrous	2,018	2,503,897.88	t	I
Algeria	12	Ammonia, anhydrous	2,019	2,216,818.96	t	I
Algeria	12	Ammonia, anhydrous	2,020	1,454,215.88	t	I
Algeria	12	Ammonia, anhydrous	2,021	2,455,878.08	t	I
Algeria	12	Ammonia, anhydrous	2,022	2,150,176.35	t	I
Algeria	12	Ammonia, anhydrous	2,023	1,512,357.92	t	I
Algeria	12	Ammonium nitrate (AN)	2,002	31,757.99	t	A
Algeria	12	Ammonium nitrate (AN)	2,003	70,199.71	t	A
Algeria	12	Ammonium nitrate (AN)	2,004	76,237.12	t	A
Algeria	12	Ammonium nitrate (AN)	2,005	61,579.46	t	A
Algeria	12	Ammonium nitrate (AN)	2,006	9,000	t	A
Algeria	12	Ammonium nitrate (AN)	2,007	16,800	t	A
Algeria	12	Ammonium nitrate (AN)	2,008	7,000	t	A
Algeria	12	Ammonium nitrate (AN)	2,019	0.05	t	I
Algeria	12	Ammonium sulphate	2,023	33	t	I
Algeria	12	Calcium ammonium nitrate (CAN) and other mixtures with calcium carbonate	2,010	13,000	t	A
Algeria	12	Calcium ammonium nitrate (CAN) and other mixtures with calcium carbonate	2,011	19,804.3	t	A
Algeria	12	Calcium ammonium nitrate (CAN) and other mixtures with calcium carbonate	2,012	44,299.93	t	A
Algeria	12	Calcium ammonium nitrate (CAN) and other mixtures with calcium carbonate	2,013	70,418.2	t	A
Algeria	12	Calcium ammonium nitrate (CAN) and other mixtures with calcium carbonate	2,014	5,000	t	A
Algeria	12	Calcium ammonium nitrate (CAN) and other mixtures with calcium carbonate	2,015	11,500	t	A
Algeria	12	Calcium ammonium nitrate (CAN) and other mixtures with calcium carbonate	2,017	3,000	t	A
Algeria	12	Calcium ammonium nitrate (CAN) and other mixtures with calcium carbonate	2,018	8,891.41	t	I
Algeria	12	Calcium ammonium nitrate (CAN) and other mixtures with calcium carbonate	2,019	8,800.08	t	I
Algeria	12	Diammonium phosphate (DAP)	2,021	8,700	t	I
Algeria	12	Fertilizers n.e.c.	2,008	2.5	t	A
Algeria	12	Fertilizers n.e.c.	2,018	0.01	t	I
Algeria	12	Fertilizers n.e.c.	2,019	49.98	t	I
Algeria	12	Fertilizers n.e.c.	2,020	8,526.31	t	I
Algeria	12	Fertilizers n.e.c.	2,022	0.13	t	I
Algeria	12	Monoammonium phosphate (MAP)	2,006	19.94	t	A
Algeria	12	Monoammonium phosphate (MAP)	2,008	20	t	A
Algeria	12	Monoammonium phosphate (MAP)	2,019	29.65	t	I
Algeria	12	Monoammonium phosphate (MAP)	2,023	19,735	t	I
Algeria	12	NPK fertilizers	2,008	67.5	t	A
Algeria	12	NPK fertilizers	2,009	120	t	A
Algeria	12	NPK fertilizers	2,010	40	t	A
Algeria	12	NPK fertilizers	2,012	20	t	A
Algeria	12	NPK fertilizers	2,013	60	t	A
Algeria	12	NPK fertilizers	2,014	0	t	A
Algeria	12	NPK fertilizers	2,019	53	t	I
Algeria	12	NPK fertilizers	2,023	0.39	t	I
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,002	410,976.54	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,003	371,562.47	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,004	274,406.6	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,005	422,731.34	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,006	356,960.46	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,007	338,749.21	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,008	328,685.61	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,009	342,460.34	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,010	464,908.12	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,011	411,732.25	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,012	498,113.47	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,013	29,973.82	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,014	150,884.6	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,015	562,737.8	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,016	733,904.42	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,017	382,621.66	t	A
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,018	0.05	t	I
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,019	15,242.8	t	I
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,020	3,300	t	I
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,021	4.35	t	I
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,022	102.11	t	I
Algeria	12	Other nitrogenous fertilizers, n.e.c.	2,023	0.05	t	I
Algeria	12	Other NP compounds	2,019	24.82	t	I
Algeria	12	Other NP compounds	2,023	0	t	I
Algeria	12	Other phosphatic fertilizers, n.e.c.	2,005	20	t	A
Algeria	12	Other phosphatic fertilizers, n.e.c.	2,006	19.3	t	A
Algeria	12	Other phosphatic fertilizers, n.e.c.	2,019	15,000	t	I
Algeria	12	Other phosphatic fertilizers, n.e.c.	2,020	54,600	t	I
Algeria	12	Other phosphatic fertilizers, n.e.c.	2,021	9,100	t	I
Algeria	12	Other phosphatic fertilizers, n.e.c.	2,022	17,857.08	t	I
Algeria	12	Other phosphatic fertilizers, n.e.c.	2,023	23,025	t	I
Algeria	12	Phosphate rock	2,002	713.5	t	A
Algeria	12	Phosphate rock	2,003	465.3	t	A
Algeria	12	Phosphate rock	2,004	723.85	t	A
Algeria	12	Phosphate rock	2,005	838.38	t	A
Algeria	12	Phosphate rock	2,006	1,130,278.38	t	A
Algeria	12	Phosphate rock	2,007	1,757,600	t	A
Algeria	12	Phosphate rock	2,008	1,670,500	t	A
Algeria	12	Phosphate rock	2,009	1,019,221.15	t	A
Algeria	12	Phosphate rock	2,010	619,324.02	t	A
Algeria	12	Phosphate rock	2,011	1,223,318.02	t	A
Algeria	12	Phosphate rock	2,012	1,189,410.6	t	A

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Fertilizers by Product — Export quantity | Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)

Size category: 1K<n<10K - 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 — Export quantity | Africa (FAOSTAT) 🌍 5,661 observations · 52 Africa countries · 2002–2023 · Repackaged by Electric Sheep Africa TL;DR This dataset contains 5,661 observations of Land, Inputs and Sustainability data across 52 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-export-quantity.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-fertilizers-by-product-export-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	`1K<n<10K`
Countries	Africa-wide or source-defined African coverage
ISO3 coverage	`not declared`
Last modified on HF	`2026-06-17 13:22:52+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-export-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-export-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_export_quantity_2026,
  title        = {Fertilizers by Product — Export 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-export-quantity},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-fertilizers-by-product-export-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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