Datasets:

electricsheepafrica
/

africa-comtrade-niger-exports-by-commodity

country_name stringclasses 1 value	country_iso3 stringclasses 1 value	commodity_code stringlengths 6 6	commodity stringlengths 13 262	year int64 2k 2k	flow stringclasses 1 value	trade_value_usd float64 1 133M
Niger	NER	071310	071310 - Vegetables, leguminous; peas (pisum sativum), shelled, whether or not skinned or split, dried	2,000	exports	28,992
Niger	NER	071320	071320 - Vegetables, leguminous; chickpeas (garbanzos), shelled, whether or not skinned or split, dried	2,000	exports	84
Niger	NER	071331	071331 - Vegetables, leguminous; beans of the species vigna mungo (l.) hepper or vigna radiata (l.) wilczek, shelled, whether or not skinned or split, dried	2,000	exports	1,592,410
Niger	NER	071332	071332 - Vegetables, leguminous; small red (adzuki) beans (phaseolus or vigna angularis), shelled, whether or not skinned or split, dried	2,000	exports	7,349
Niger	NER	071333	071333 - Vegetables, leguminous; kidney beans, including white pea beans (phaseolus vulgaris), shelled, whether or not skinned or split, dried	2,000	exports	16,203
Niger	NER	071339	071339 - Vegetables, leguminous; n.e.c. in item no. 0713.3, shelled, whether or not skinned or split, dried	2,000	exports	1,952,621
Niger	NER	071390	071390 - Vegetables, leguminous; n.e.c. in heading no. 0713, shelled, whether or not skinned or split, dried	2,000	exports	21,533
Niger	NER	130120	130120 - Gum Arabic	2,000	exports	16,889
Niger	NER	130190	130190 - Natural gums, resins, gum-resins and oleoresins, n.e.c. in heading no. 1301	2,000	exports	7,304
Niger	NER	140190	140190 - Vegetable materials of a kind used primarily for plaiting; n.e.c. in heading no. 1401	2,000	exports	18
Niger	NER	140420	140420 - Vegetable products; cotton linters	2,000	exports	60,016
Niger	NER	140490	140490 - Vegetable products; n.e.c. in chapter 14	2,000	exports	281
Niger	NER	220210	220210 - Waters; including mineral and aerated, containing added sugar or other sweetening matter or flavoured	2,000	exports	694
Niger	NER	220890	220890 - Spirits, liqueurs and other spirituous beverages; n.e.c. in heading no. 2208	2,000	exports	37,181
Niger	NER	230110	230110 - Flours, meals and pellets; of meat or meat offal, greaves	2,000	exports	19
Niger	NER	230230	230230 - Bran, sharps and other residues; of wheat, whether or not in the form of pellets, derived from the sifting, milling or other workings thereof	2,000	exports	14
Niger	NER	240110	240110 - Tobacco, (not stemmed or stripped)	2,000	exports	178,395
Niger	NER	240120	240120 - Tobacco; partly or wholly stemmed or stripped	2,000	exports	2,376
Niger	NER	240220	240220 - Cigarettes; containing tobacco	2,000	exports	8,712,583
Niger	NER	310551	310551 - Fertilizers, mineral or chemical; containing nitrates and phosphates	2,000	exports	14
Niger	NER	310559	310559 - Fertilizers, mineral or chemical; containing the two fertilizing elements nitrogen and phosphorus, other than nitrates and phosphates	2,000	exports	56
Niger	NER	310590	310590 - Fertilizers, mineral or chemical; n.e.c. in heading no. 3105	2,000	exports	25,162
Niger	NER	320210	320210 - Tanning substances; synthetic organic tanning substances	2,000	exports	1,509
Niger	NER	320290	320290 - Tanning substances; inorganic tanning substances; tanning preparations, whether or not containing natural tanning substances; enzymatic preparations for pre- tanning	2,000	exports	270
Niger	NER	030569	030569 - Fish; salted or in brine, not dried or smoked, other than edible fish offal, n.e.c. in item no. 0305.6	2,000	exports	1,213,823
Niger	NER	040110	040110 - Dairy produce; milk and cream, not concentrated, not containing added sugar or other sweetening matter, of a fat content, by weight, not exceeding 1%	2,000	exports	32
Niger	NER	040120	040120 - Dairy produce; milk and cream, not concentrated, not containing added sugar or other sweetening matter, of a fat content, by weight, exceeding 1% but not exceeding 6%	2,000	exports	3,533
Niger	NER	040210	040210 - Dairy produce; milk and cream, concentrated or containing added sugar or other sweetening matter, in powder, granules or other solid forms, of a fat content not exceeding 1.5% (by weight)	2,000	exports	31,252
Niger	NER	040221	040221 - Dairy produce; milk and cream, concentrated, not containing added sugar or other sweetening matter, in powder, granules or other solid forms, of a fat content exceeding 1.5% (by weight)	2,000	exports	134,924
Niger	NER	040229	040229 - Dairy produce; milk and cream, containing added sugar or other sweetening matter, in powder, granules or other solid forms, of a fat content exceeding 1.5% (by weight)	2,000	exports	3,758
Niger	NER	040291	040291 - Dairy produce; milk and cream, concentrated, not containing added sugar or other sweetening matter, other than in powder, granules or other solid forms	2,000	exports	996
Niger	NER	040299	040299 - Dairy produce; milk and cream, containing added sugar or other sweetening matter, other than in powder, granules or other solid forms	2,000	exports	10,112
Niger	NER	040390	040390 - Dairy produce; buttermilk, curdled milk or cream, kephir, fermented or acidified milk or cream, whether or not concentrated or containing added sweetening, flavouring, fruit, nuts or cocoa (excluding yoghurt)	2,000	exports	51
Niger	NER	040410	040410 - Dairy produce; whey, whether or not concentrated or containing added sugar or other sweetening matter	2,000	exports	479
Niger	NER	040490	040490 - Dairy produce; natural milk constituents (excluding whey), whether or not containing added sugar or other sweetening matter, n.e.c. in chapter 04	2,000	exports	8
Niger	NER	040610	040610 - Dairy produce; fresh cheese (including whey cheese), not fermented, and curd	2,000	exports	4,785
Niger	NER	040700	040700 - Birds' eggs, in shell, fresh, preserved or cooked.	2,000	exports	2,532
Niger	NER	040811	040811 - Eggs; birds' eggs, yolks, dried, whether or not containing added sugar or other sweetening matter	2,000	exports	3,024
Niger	NER	040891	040891 - Eggs; birds' eggs (not in shell, excluding yolks only), dried, whether or not containing added sugar or other sweetening matter	2,000	exports	240
Niger	NER	041000	041000 - Animal products; edible, n.e.c. in this or other chapters	2,000	exports	25
Niger	NER	050400	050400 - Animal products; guts, bladders and stomachs of animals (other than fish), whole and pieces thereof, fresh, chilled, frozen, salted, in brine, dried or smoked	2,000	exports	844
Niger	NER	050590	050590 - Animal products; skins and other parts of birds, feathers and down (not for stuffing), powder and waste of such, not further worked than cleaned, disinfected or treated for preservation	2,000	exports	141
Niger	NER	060491	060491 - -- Fresh	2,000	exports	134
Niger	NER	060499	060499 - -- Other	2,000	exports	584
Niger	NER	070190	070190 - Vegetables; potatoes (other than seed), fresh or chilled	2,000	exports	4,356
Niger	NER	071090	071090 - Vegetable mixtures; uncooked or cooked by steaming or boiling in water, frozen	2,000	exports	346
Niger	NER	071140	071140 - Vegetables; cucumbers and gherkins, provisionally preserved but unsuitable in that state for immediate consumption	2,000	exports	211
Niger	NER	071190	071190 - Vegetables and mixed vegetables; n.e.c. in heading no. 0711, provisionally preserved but unsuitable in that state for immediate consumption	2,000	exports	22,910
Niger	NER	071290	071290 - Vegetables; mixtures of vegetables n.e.c. in heading no. 0712, whole, cut, sliced, broken or in powder but not further prepared, dried	2,000	exports	43,136
Niger	NER	071420	071420 - Vegetable roots and tubers; sweet potatoes, with high starch or inulin content, fresh, chilled, frozen or dried, whether or not sliced or in the form of pellets	2,000	exports	1,267
Niger	NER	370232	370232 - Photographic film; in rolls, with silver halide emulsion, sensitised, unexposed, without sprocket holes, of a width not exceeding 105mm (other than of paper, paperboard or textiles)	2,000	exports	42
Niger	NER	370320	370320 - Photographic paper, paperboard and textiles; for colour photography (polychrome), (other than in rolls of a width exceeding 610mm), sensitised, unexposed	2,000	exports	28
Niger	NER	370590	370590 - -Other	2,000	exports	352
Niger	NER	370610	370610 - Cinematographic film; exposed and developed, whether or not incorporating sound track or consisting only of sound track, of a width of 35cm or more	2,000	exports	51
Niger	NER	370710	370710 - Photographic goods; sensitised emulsions, put up in measured portions or put up for retail sale in a form ready for use	2,000	exports	10
Niger	NER	071490	071490 - Vegetable roots and tubers; arrowroot, salep, Jerusalem artichokes and similar roots and tubers (not manioc, sweet potatoes, yams, taro or yautia), high starch or inulin content, fresh, chilled, frozen, dried, sliced or not, or in pellet form; sago pith	2,000	exports	2,913
Niger	NER	080111	080111 - Nuts, edible; coconuts, desiccated	2,000	exports	669
Niger	NER	080119	080119 - Nuts, edible; coconuts, fresh or dried, other than desiccated or in the inner shell (endocarp)	2,000	exports	1,577
Niger	NER	080222	080222 - Nuts, edible; hazelnuts or filberts (corylus spp.), fresh or dried, shelled	2,000	exports	8,736
Niger	NER	080290	080290 - Nuts, edible; n.e.c. in heading no. 0801 and 0802, fresh or dried, whether or not shelled or peeled	2,000	exports	14,910
Niger	NER	080300	080300 - Bananas, including plantains, fresh or dried.	2,000	exports	10,503
Niger	NER	080410	080410 - Fruit, edible; dates, fresh or dried	2,000	exports	891,585
Niger	NER	080420	080420 - Fruit, edible; figs, fresh or dried	2,000	exports	7,500
Niger	NER	080430	080430 - Fruit, edible; pineapples, fresh or dried	2,000	exports	4,369
Niger	NER	080450	080450 - Fruit, edible; guavas, mangoes and mangosteens, fresh or dried	2,000	exports	17,233
Niger	NER	080510	080510 - Fruit, edible; oranges, fresh or dried	2,000	exports	14
Niger	NER	080590	080590 - Fruit, edible; citrus fruit n.e.c. in heading no. 0805, fresh or dried	2,000	exports	93
Niger	NER	080720	080720 - Fruit, edible; papaws (papayas), fresh	2,000	exports	29,415
Niger	NER	081120	081120 - Fruit, edible; raspberries, blackberries, mulberries, loganberries, black, white or red currants and gooseberries, uncooked or cooked, whether or not containing added sugar or other sweetening matter	2,000	exports	59
Niger	NER	081210	081210 - Fruit, edible; cherries, provisionally preserved, but unsuitable in that state for immediate consumption	2,000	exports	84
Niger	NER	081220	081220 - Strawberries	2,000	exports	127
Niger	NER	081340	081340 - Fruit, edible; fruit n.e.c. in heading no. 0812, dried	2,000	exports	21,842
Niger	NER	090210	090210 - Tea, green; (not fermented), in immediate packings of a content not exceeding 3kg	2,000	exports	314
Niger	NER	090220	090220 - Tea, green; (not fermented), in immediate packings of a content exceeding 3kg	2,000	exports	612,791
Niger	NER	090230	090230 - Tea, black; (fermented) and partly fermented tea, in immediate packings of a content not exceeding 3kg	2,000	exports	873
Niger	NER	090411	090411 - Spices; pepper (of the genus piper), neither crushed nor ground	2,000	exports	159,940
Niger	NER	090412	090412 - Spices; pepper (of the genus piper), crushed or ground	2,000	exports	1,158
Niger	NER	090420	090420 - - Fruits of the genus Capsicum or of the genus Pimenta, dried or crushed or ground	2,000	exports	38,074
Niger	NER	090700	090700 - Cloves (whole fruit, cloves and stems).	2,000	exports	310
Niger	NER	091020	091020 - Spices; saffron	2,000	exports	218
Niger	NER	091091	091091 - Spices; mixtures of 2 or more products of different headings	2,000	exports	1,468
Niger	NER	091099	091099 - Spices; n.e.c. in heading no. 0910	2,000	exports	87,717
Niger	NER	100590	100590 - Cereals; maize (corn), other than seed	2,000	exports	1,407
Niger	NER	100610	100610 - Cereals; rice in the husk (paddy or rough)	2,000	exports	42,223
Niger	NER	100630	100630 - Cereals; rice, semi-milled or wholly milled, whether or not polished or glazed	2,000	exports	5,890
Niger	NER	100640	100640 - Cereals; rice, broken	2,000	exports	310
Niger	NER	100890	100890 - Cereals; n.e.c. in chapter 10	2,000	exports	7,748
Niger	NER	110100	110100 - Wheat or meslin flour	2,000	exports	4,040
Niger	NER	110210	110210 - - Rye flour	2,000	exports	14
Niger	NER	110290	110290 - Cereal flours; other than wheat, meslin, and maize (corn)	2,000	exports	197
Niger	NER	110620	110620 - Flour, meal and powder; of sago or of roots or tubers of heading no. 0714	2,000	exports	236
Niger	NER	120100	120100 - Soya beans, whether or not broken.	2,000	exports	113
Niger	NER	120210	120210 - - In shell	2,000	exports	176,225
Niger	NER	120220	120220 - - Shelled, whether or not broken	2,000	exports	404,614
Niger	NER	120300	120300 - Copra	2,000	exports	281
Niger	NER	120600	120600 - Oil seeds; sunflower seeds, whether or not broken	2,000	exports	141
Niger	NER	120710	120710 - Oil seeds; palm nuts and kernels, whether or not broken	2,000	exports	14,275
Niger	NER	120720	120720 - - Cotton seeds	2,000	exports	253,340
Niger	NER	120740	120740 - Oil seeds; sesamum seeds, whether or not broken	2,000	exports	151,383
Niger	NER	120760	120760 - Oil seeds; safflower (Carthamus tinctorius) seeds, whether or not broken	2,000	exports	253

End of preview. Expand in Data Studio

Niger — Exports by Commodity (HS6) | Africa (UN Comtrade) | Africa (Electric Sheep Africa metadata inventory)

Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - 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: Niger — Exports by Commodity (HS6) | Africa (UN Comtrade) 🌍 4,822 observations · 1 Africa countries · 2000–2005 · Repackaged by Electric Sheep Africa TL;DR This dataset contains 4,822 observations of International merchandise trade data across 1 Africa countries, spanning 2000–2005, covering 1931 distinct indicators. About the source Source: UN Comtrade Publisher: United Nations Statistics Division (UN Comtrade) License: other Topic:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-comtrade-niger-exports-by-commodity.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-comtrade-niger-exports-by-commodity`
Sector	economics_finance
Topic tags	tabular, un-comtrade, international-merchandise-trade, trade, exports-imports, hs, bilateral, time-series
Modalities	`tabular`, `text`
Formats	`parquet`
Size category	`1K<n<10K`
Countries	Niger
ISO3 coverage	`NER`
Last modified on HF	`2026-06-17 15:07:52+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-comtrade-niger-exports-by-commodity")
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: 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: Source-specific or other license
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/africa-comtrade-niger-exports-by-commodity
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_comtrade_niger_exports_by_commodity_2026,
  title        = {Niger — Exports by Commodity (HS6) | Africa (UN Comtrade) | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-comtrade-niger-exports-by-commodity},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-comtrade-niger-exports-by-commodity}}
}

License

Released under Source-specific or other license.

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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Collection including electricsheepafrica/africa-comtrade-niger-exports-by-commodity

Niger · Country Data Coverage

Collection

543 official ML-ready Niger open-data resources, plus related Electric Sheep Africa datasets. • 1,349 items • Updated Aug 14