Datasets:

electricsheepafrica
/

africa-comtrade-botswana-imports-by-commodity

country_name stringclasses 1 value	country_iso3 stringclasses 1 value	commodity_code stringlengths 6 6	commodity stringlengths 13 264	year int64 2k 2.02k	flow stringclasses 1 value	trade_value_usd float64 0 2.81B
Botswana	BWA	090122	090122 - Coffee; roasted, decaffeinated	2,000	imports	200,305
Botswana	BWA	090610	090610 - - Neither crushed nor ground	2,000	imports	15,410
Botswana	BWA	090620	090620 - Spices; cinnamon and cinnamon-tree flowers, crushed or ground	2,000	imports	2,741
Botswana	BWA	090700	090700 - Cloves (whole fruit, cloves and stems).	2,000	imports	2,169
Botswana	BWA	090810	090810 - - Nutmeg	2,000	imports	15,957
Botswana	BWA	090820	090820 - - Mace	2,000	imports	645
Botswana	BWA	090830	090830 - - Cardamoms	2,000	imports	3,416
Botswana	BWA	090910	090910 - - Seeds of anise or badian	2,000	imports	23,567
Botswana	BWA	090121	090121 - Coffee; roasted, not decaffeinated	2,000	imports	443,763
Botswana	BWA	090112	090112 - Coffee; decaffeinated, not roasted	2,000	imports	11,646
Botswana	BWA	090111	090111 - Coffee; not roasted or decaffeinated	2,000	imports	1,099,010
Botswana	BWA	081400	081400 - Peel; of citrus fruit or melons (including watermelons), fresh, frozen, dried or provisionally preserved in brine, in sulphur water and other preservative solutions	2,000	imports	28,656
Botswana	BWA	081350	081350 - Nuts, edible; mixtures of nuts or dried fruits of chapter 08	2,000	imports	80,166
Botswana	BWA	081340	081340 - Fruit, edible; fruit n.e.c. in heading no. 0812, dried	2,000	imports	154,349
Botswana	BWA	081330	081330 - Fruit, edible; apples, dried	2,000	imports	115,201
Botswana	BWA	080720	080720 - Fruit, edible; papaws (papayas), fresh	2,000	imports	73,871
Botswana	BWA	080719	080719 - Fruit, edible; melons, other than watermelons, fresh	2,000	imports	20,551
Botswana	BWA	080711	080711 - Fruit, edible; watermelons, fresh	2,000	imports	135,723
Botswana	BWA	080620	080620 - Fruit, edible; grapes, dried	2,000	imports	14,015
Botswana	BWA	080610	080610 - Fruit, edible; grapes, fresh	2,000	imports	381,548
Botswana	BWA	080590	080590 - Fruit, edible; citrus fruit n.e.c. in heading no. 0805, fresh or dried	2,000	imports	210,995
Botswana	BWA	080540	080540 - Fruit, edible; grapefruit and pomelos, fresh or dried	2,000	imports	28,355
Botswana	BWA	080530	080530 - Lemons (Citrus limon, Citrus limonum) and limes (Citrus aurantifolia)	2,000	imports	43,157
Botswana	BWA	080520	080520 - -Mandarins (including tangerines and satsumas); clementines, wilkings and similar citrus hybrids	2,000	imports	166,855
Botswana	BWA	080510	080510 - Fruit, edible; oranges, fresh or dried	2,000	imports	852,450
Botswana	BWA	080450	080450 - Fruit, edible; guavas, mangoes and mangosteens, fresh or dried	2,000	imports	295,533
Botswana	BWA	080440	080440 - Fruit, edible; avocados, fresh or dried	2,000	imports	79,130
Botswana	BWA	080430	080430 - Fruit, edible; pineapples, fresh or dried	2,000	imports	141,772
Botswana	BWA	080420	080420 - Fruit, edible; figs, fresh or dried	2,000	imports	16,146
Botswana	BWA	080410	080410 - Fruit, edible; dates, fresh or dried	2,000	imports	61,671
Botswana	BWA	080300	080300 - Bananas, including plantains, fresh or dried.	2,000	imports	2,258,507
Botswana	BWA	080290	080290 - Nuts, edible; n.e.c. in heading no. 0801 and 0802, fresh or dried, whether or not shelled or peeled	2,000	imports	75,619
Botswana	BWA	080250	080250 - - Pistachios	2,000	imports	4,924
Botswana	BWA	080240	080240 - - Chestnuts (Castanea spp.)	2,000	imports	39,393
Botswana	BWA	080232	080232 - Nuts, edible; walnuts, fresh or dried, shelled	2,000	imports	1,813
Botswana	BWA	080231	080231 - Nuts, edible; walnuts, fresh or dried, in shell	2,000	imports	1,182
Botswana	BWA	080222	080222 - Nuts, edible; hazelnuts or filberts (corylus spp.), fresh or dried, shelled	2,000	imports	1,302
Botswana	BWA	080221	080221 - Nuts, edible; hazelnuts or filberts (corylus spp.), fresh or dried, in shell	2,000	imports	2,897
Botswana	BWA	080212	080212 - Nuts, edible; almonds, fresh or dried, shelled	2,000	imports	9,999
Botswana	BWA	080211	080211 - Nuts, edible; almonds, fresh or dried, in shell	2,000	imports	36,664
Botswana	BWA	080132	080132 - Nuts, edible; cashew nuts, fresh or dried, shelled	2,000	imports	3,436
Botswana	BWA	080131	080131 - Nuts, edible; cashew nuts, fresh or dried, in shell	2,000	imports	13,953
Botswana	BWA	080122	080122 - Nuts, edible; brazil nuts, fresh or dried, shelled	2,000	imports	7,033
Botswana	BWA	080121	080121 - Nuts, edible; brazil nuts, fresh or dried, in shell	2,000	imports	13,126
Botswana	BWA	080119	080119 - Nuts, edible; coconuts, fresh or dried, other than desiccated or in the inner shell (endocarp)	2,000	imports	9,713
Botswana	BWA	080111	080111 - Nuts, edible; coconuts, desiccated	2,000	imports	46,839
Botswana	BWA	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	imports	6,336
Botswana	BWA	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	imports	68,066
Botswana	BWA	071410	071410 - Vegetable roots and tubers; manioc (cassava), with high starch or inulin content, fresh, chilled, frozen or dried, whether or not sliced or in the form of pellets	2,000	imports	7,430
Botswana	BWA	071390	071390 - Vegetables, leguminous; n.e.c. in heading no. 0713, shelled, whether or not skinned or split, dried	2,000	imports	925,744
Botswana	BWA	071350	071350 - Vegetables, leguminous; broad beans (vicia faba var. major) and horse beans (vicia faba var. equina, vicia faba var. minor), shelled, whether or not skinned or split, dried	2,000	imports	20,005
Botswana	BWA	071340	071340 - Vegetables, leguminous; lentils, shelled, whether or not skinned or split, dried	2,000	imports	13,882
Botswana	BWA	071339	071339 - Vegetables, leguminous; n.e.c. in item no. 0713.3, shelled, whether or not skinned or split, dried	2,000	imports	1,393,849
Botswana	BWA	071333	071333 - Vegetables, leguminous; kidney beans, including white pea beans (phaseolus vulgaris), shelled, whether or not skinned or split, dried	2,000	imports	770,023
Botswana	BWA	071332	071332 - Vegetables, leguminous; small red (adzuki) beans (phaseolus or vigna angularis), shelled, whether or not skinned or split, dried	2,000	imports	42,353
Botswana	BWA	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	imports	61,596
Botswana	BWA	071320	071320 - Vegetables, leguminous; chickpeas (garbanzos), shelled, whether or not skinned or split, dried	2,000	imports	2,861
Botswana	BWA	071310	071310 - Vegetables, leguminous; peas (pisum sativum), shelled, whether or not skinned or split, dried	2,000	imports	514,549
Botswana	BWA	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	imports	248,097
Botswana	BWA	071230	071230 - Mushrooms and truffles	2,000	imports	70,615
Botswana	BWA	071220	071220 - Vegetables; onions, whole, cut, sliced, broken or in powder but not further prepared, dried	2,000	imports	60,926
Botswana	BWA	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	imports	175,358
Botswana	BWA	071140	071140 - Vegetables; cucumbers and gherkins, provisionally preserved but unsuitable in that state for immediate consumption	2,000	imports	7,834
Botswana	BWA	071130	071130 - - Capers	2,000	imports	5,944
Botswana	BWA	071120	071120 - Vegetables; olives, provisionally preserved but unsuitable in that state for immediate consumption	2,000	imports	27,632
Botswana	BWA	071110	071110 - Onions	2,000	imports	42,043
Botswana	BWA	071090	071090 - Vegetable mixtures; uncooked or cooked by steaming or boiling in water, frozen	2,000	imports	255,305
Botswana	BWA	071080	071080 - Vegetables; uncooked or cooked by steaming or boiling in water, n.e.c. in heading no. 0710, frozen	2,000	imports	107,189
Botswana	BWA	071040	071040 - Vegetables; sweetcorn, uncooked or cooked by steaming or boiling in water, frozen	2,000	imports	78,705
Botswana	BWA	071030	071030 - Vegetables; spinach, New Zealand spinach and orache spinach (garden spinach), uncooked or cooked by steaming or boiling in water, frozen	2,000	imports	3,522
Botswana	BWA	071029	071029 - Vegetables, leguminous; (other than peas or beans), shelled or unshelled, uncooked or cooked by steaming or boiling in water, frozen	2,000	imports	119,179
Botswana	BWA	071022	071022 - Vegetables, leguminous; beans (vigna spp., phaseolus spp.), shelled or unshelled, uncooked or cooked by steaming or boiling in water, frozen	2,000	imports	12,186
Botswana	BWA	071021	071021 - Vegetables, leguminous; peas (pisum sativum), shelled or unshelled, uncooked or cooked by steaming or boiling in water, frozen	2,000	imports	17,326
Botswana	BWA	071010	071010 - Vegetables; potatoes, uncooked or cooked by steaming or boiling in water, frozen	2,000	imports	1,309,557
Botswana	BWA	070990	070990 - - Other	2,000	imports	918,884
Botswana	BWA	070970	070970 - Vegetables; spinach, New Zealand spinach and orache spinach (garden spinach), fresh or chilled	2,000	imports	40,901
Botswana	BWA	070960	070960 - Vegetables; fruits of the genus capsicum or of the genus pimenta, fresh or chilled	2,000	imports	221,946
Botswana	BWA	070952	070952 - Vegetables; mushrooms of the genus Boletus, fresh or chilled	2,000	imports	930
Botswana	BWA	070951	070951 - Vegetables; mushrooms of the genus Agaricus, fresh or chilled	2,000	imports	243,946
Botswana	BWA	070940	070940 - Vegetables; celery (other than celeriac), fresh or chilled	2,000	imports	35,319
Botswana	BWA	070930	070930 - Vegetables; aubergines, (e.g. plants), fresh or chilled	2,000	imports	17,947
Botswana	BWA	070920	070920 - Vegetables; asparagus, fresh or chilled	2,000	imports	14,624
Botswana	BWA	070910	070910 - - Globe artichokes	2,000	imports	45,933
Botswana	BWA	070890	070890 - Vegetables, leguminous; (other than peas and beans), shelled or unshelled, fresh or chilled	2,000	imports	39,678
Botswana	BWA	070820	070820 - Vegetables, leguminous; beans (vigna spp., phaseolus spp.), shelled or unshelled, fresh or chilled	2,000	imports	120,125
Botswana	BWA	070810	070810 - Vegetables, leguminous; peas (pisum sativum), shelled or unshelled, fresh or chilled	2,000	imports	122,063
Botswana	BWA	070700	070700 - Vegetables; cucumbers and gherkins, fresh or chilled	2,000	imports	289,639
Botswana	BWA	070690	070690 - Vegetables, root; salad beetroot, salsify, celeric, radishes and similar edible roots, fresh or chilled	2,000	imports	548,922
Botswana	BWA	070610	070610 - Vegetables, root; carrots and turnips, fresh or chilled	2,000	imports	576,244
Botswana	BWA	070529	070529 - Vegetables; chicory (cichorium spp.), (other than witloof chicory), fresh or chilled	2,000	imports	10,516
Botswana	BWA	070521	070521 - Vegetables; witloff chicory (cichorium intybus var. foliosum), fresh or chilled	2,000	imports	5,120
Botswana	BWA	070519	070519 - Vegetables; lettuce (lactuca sativa), (other than cabbage lettuce), fresh or chilled	2,000	imports	76,101
Botswana	BWA	070511	070511 - Vegetables; cabbage (head) lettuce (lactuca sativa), fresh or chilled	2,000	imports	320,640
Botswana	BWA	070490	070490 - Vegetables, brassica; edible, n.e.c. in heading no. 0704, fresh or chilled	2,000	imports	545,362
Botswana	BWA	070420	070420 - Vegetables, brassica; brussel sprouts, fresh or chilled	2,000	imports	32,158
Botswana	BWA	070410	070410 - Vegetables, brassica; cauliflowers and broccoli, fresh or chilled	2,000	imports	229,053
Botswana	BWA	070390	070390 - Vegetables, alliaceous; leeks and other kinds n.e.c. in heading no. 0703, fresh or chilled	2,000	imports	48,109
Botswana	BWA	070320	070320 - Vegetables, alliaceous; garlic, fresh or chilled	2,000	imports	175,205
Botswana	BWA	070310	070310 - Vegetables, alliaceous; onions and shallots, fresh or chilled	2,000	imports	1,499,415
Botswana	BWA	070200	070200 - Vegetables; tomatoes, fresh or chilled	2,000	imports	2,359,097

End of preview. Expand in Data Studio

Botswana — Imports by Commodity (HS6) | Africa (UN Comtrade)

🌍 213,005 observations · 1 Africa countries · 2000–2023 · Repackaged by Electric Sheep Africa

TL;DR

This dataset contains 213,005 observations of International merchandise trade data across 1 Africa countries, spanning 2000–2023, covering 6364 distinct indicators.

About the source

Source: UN Comtrade
Publisher: United Nations Statistics Division (UN Comtrade)
License: other
Topic: International merchandise trade

Geographic coverage

1 Africa countries · top rows shown below, sorted by row count:

Country	Rows	First year	Last year
`Botswana`	213,005	2000	2023

Indicators (sample)

010110 — 010110 - - Pure-bred breeding animals
010111 — 010111 - Horses :-- Pure-bred breeding animals
010119 — 010119 - Horses :-- Other
010120 — 010120 - Asses, mules and hinnies
010121 — 010121 - Horses; live, pure-bred breeding animals
010129 — 010129 - Horses; live, other than pure-bred breeding animals
010130 — 010130 - Asses; live
010190 — 010190 - Mules and hinnies; live
010210 — 010210 - - Pure-bred breeding animals
010221 — 010221 - Cattle; live, pure-bred breeding animals
... and 6354 more indicators

Schema

Column	Type	Description	Example
`country_name`	`string`	—	`Botswana`
`country_iso3`	`string`	—	`BWA`
`commodity_code`	`string`	—	`090122`
`commodity`	`string`	—	`090122 - Coffee; roasted, decaffeinated`
`year`	`int64`	—	`2000`
`flow`	`string`	—	`imports`
`trade_value_usd`	`float64`	—	`200305.0`

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-comtrade-botswana-imports-by-commodity")
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["commodity_code"] == "090122"]
          .sort_values("year"))
sample.plot(x="year", y="trade_value_usd", title="090122")

Pivot to country × year matrix

matrix = (df[df["commodity_code"] == "090122"]
          .pivot_table(index="year", columns="country_name", values="trade_value_usd"))
print(matrix.tail())

Citation

@misc{africa_comtrade_botswana_imports_by_commodity_2023,
  title        = {Botswana — Imports by Commodity (HS6) | Africa (UN Comtrade)},
  author       = {United Nations Statistics Division (UN Comtrade)},
  year         = {2023},
  url          = {https://comtradeplus.un.org/},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-comtrade-botswana-imports-by-commodity}}
}

License

Released under other.

Original data © United Nations Statistics Division (UN Comtrade). 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://comtradeplus.un.org/

Downloads last month: 36