Datasets:
country_name stringclasses 1
value | country_iso3 stringclasses 1
value | commodity_code stringlengths 6 6 | commodity stringlengths 14 263 | year int64 2.02k 2.02k | flow stringclasses 1
value | trade_value_usd float64 0 10.3B |
|---|---|---|---|---|---|---|
Dem. Rep. of the Congo | COD | 020629 | 020629 - Offal, edible; of bovine animals, (other than tongues and livers), frozen | 2,015 | exports | 57,874.746 |
Dem. Rep. of the Congo | COD | 020712 | 020712 - Meat and edible offal; of fowls of the species Gallus domesticus, not cut in pieces, frozen | 2,015 | exports | 93,691.208 |
Dem. Rep. of the Congo | COD | 020714 | 020714 - Meat and edible offal; of fowls of the species Gallus domesticus, cuts and offal, frozen | 2,015 | exports | 76,032.498 |
Dem. Rep. of the Congo | COD | 030572 | 030572 - Fish; edible offal, fish heads, tails and maws | 2,015 | exports | 350.174 |
Dem. Rep. of the Congo | COD | 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% | 2,015 | exports | 27,406.704 |
Dem. Rep. of the Congo | COD | 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) | 2,015 | exports | 4,625.234 |
Dem. Rep. of the Congo | COD | 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) | 2,015 | exports | 140,082.023 |
Dem. Rep. of the Congo | COD | 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) | 2,015 | exports | 4,842.66 |
Dem. Rep. of the Congo | COD | 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) | 2,015 | exports | 127,191.854 |
Dem. Rep. of the Congo | COD | 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) | 2,015 | exports | 640,881.531 |
Dem. Rep. of the Congo | COD | 040299 | 040299 - Dairy produce; milk and cream, containing added sugar or other sweetening matter, other than in powder, granules or other solid forms | 2,015 | exports | 140.171 |
Dem. Rep. of the Congo | COD | 050790 | 050790 - Animal products; tortoise-shell, whalebone and whalebone hair, horns, antlers, hooves, nails, claws and beaks, unworked or simply prepared but not cut to shape, waste and powder of these products | 2,015 | exports | 349.812 |
Dem. Rep. of the Congo | COD | 060490 | 060490 - Foliage, branches and other parts of plants, without flowers or flower buds, and grasses, mosses and lichens; suitable for bouquets or for ornamental purposes, dried, dyed, bleached, impregnated or otherwise prepared | 2,015 | exports | 9,174.997 |
Dem. Rep. of the Congo | COD | 071239 | 071239 - Vegetables; mushrooms and truffles n.e.c. in item 0712.3, whole, cut, sliced, broken or in powder but not further prepared, dried | 2,015 | exports | 5,157.295 |
Dem. Rep. of the Congo | COD | 071333 | 071333 - Vegetables, leguminous; kidney beans, including white pea beans (phaseolus vulgaris), shelled, whether or not skinned or split, dried | 2,015 | exports | 34,969.867 |
Dem. Rep. of the Congo | COD | 080390 | 080390 - Fruit, edible; bananas, other than plantains, fresh or dried | 2,015 | exports | 113,230.292 |
Dem. Rep. of the Congo | COD | 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 | 2,015 | exports | 7,789.404 |
Dem. Rep. of the Congo | COD | 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 | 2,015 | exports | 7,313.005 |
Dem. Rep. of the Congo | COD | 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 | 2,015 | exports | 7,599.27 |
Dem. Rep. of the Congo | COD | 090111 | 090111 - Coffee; not roasted or decaffeinated | 2,015 | exports | 1,349,249.819 |
Dem. Rep. of the Congo | COD | 090111 | 090111 - Coffee; not roasted or decaffeinated | 2,015 | exports | 248,126.642 |
Dem. Rep. of the Congo | COD | 090111 | 090111 - Coffee; not roasted or decaffeinated | 2,015 | exports | 69,998.174 |
Dem. Rep. of the Congo | COD | 090111 | 090111 - Coffee; not roasted or decaffeinated | 2,015 | exports | 350,810.467 |
Dem. Rep. of the Congo | COD | 090111 | 090111 - Coffee; not roasted or decaffeinated | 2,015 | exports | 2,368,306.751 |
Dem. Rep. of the Congo | COD | 090111 | 090111 - Coffee; not roasted or decaffeinated | 2,015 | exports | 55,469.836 |
Dem. Rep. of the Congo | COD | 090111 | 090111 - Coffee; not roasted or decaffeinated | 2,015 | exports | 109,891.022 |
Dem. Rep. of the Congo | COD | 090111 | 090111 - Coffee; not roasted or decaffeinated | 2,015 | exports | 7,012,649.496 |
Dem. Rep. of the Congo | COD | 090111 | 090111 - Coffee; not roasted or decaffeinated | 2,015 | exports | 297,961.107 |
Dem. Rep. of the Congo | COD | 090111 | 090111 - Coffee; not roasted or decaffeinated | 2,015 | exports | 794,934.132 |
Dem. Rep. of the Congo | COD | 090210 | 090210 - Tea, green; (not fermented), in immediate packings of a content not exceeding 3kg | 2,015 | exports | 7,331.323 |
Dem. Rep. of the Congo | COD | 090210 | 090210 - Tea, green; (not fermented), in immediate packings of a content not exceeding 3kg | 2,015 | exports | 6,339.826 |
Dem. Rep. of the Congo | COD | 090230 | 090230 - Tea, black; (fermented) and partly fermented tea, in immediate packings of a content not exceeding 3kg | 2,015 | exports | 161,056.539 |
Dem. Rep. of the Congo | COD | 090230 | 090230 - Tea, black; (fermented) and partly fermented tea, in immediate packings of a content not exceeding 3kg | 2,015 | exports | 22,453.867 |
Dem. Rep. of the Congo | COD | 090240 | 090240 - Tea, black; (fermented) and partly fermented tea, in immediate packings of a content exceeding 3kg | 2,015 | exports | 2,712.217 |
Dem. Rep. of the Congo | COD | 090411 | 090411 - Spices; pepper (of the genus piper), neither crushed nor ground | 2,015 | exports | 68,436.054 |
Dem. Rep. of the Congo | COD | 100630 | 100630 - Cereals; rice, semi-milled or wholly milled, whether or not polished or glazed | 2,015 | exports | 36,951.761 |
Dem. Rep. of the Congo | COD | 110100 | 110100 - Wheat or meslin flour | 2,015 | exports | 1,649.478 |
Dem. Rep. of the Congo | COD | 120710 | 120710 - Oil seeds; palm nuts and kernels, whether or not broken | 2,015 | exports | 64.796 |
Dem. Rep. of the Congo | COD | 121190 | 121190 - Plants and parts (including seeds and fruits) n.e.c. in heading no. 1211, of a kind used primarily in perfumery, in pharmacy or for insecticidal, fungicidal or similar purposes, fresh, chilled, frozen or dried, whether or not cut, crushed or powdered | 2,015 | exports | 518,787.413 |
Dem. Rep. of the Congo | COD | 121190 | 121190 - Plants and parts (including seeds and fruits) n.e.c. in heading no. 1211, of a kind used primarily in perfumery, in pharmacy or for insecticidal, fungicidal or similar purposes, fresh, chilled, frozen or dried, whether or not cut, crushed or powdered | 2,015 | exports | 188,730.531 |
Dem. Rep. of the Congo | COD | 121190 | 121190 - Plants and parts (including seeds and fruits) n.e.c. in heading no. 1211, of a kind used primarily in perfumery, in pharmacy or for insecticidal, fungicidal or similar purposes, fresh, chilled, frozen or dried, whether or not cut, crushed or powdered | 2,015 | exports | 2,834,632.628 |
Dem. Rep. of the Congo | COD | 121190 | 121190 - Plants and parts (including seeds and fruits) n.e.c. in heading no. 1211, of a kind used primarily in perfumery, in pharmacy or for insecticidal, fungicidal or similar purposes, fresh, chilled, frozen or dried, whether or not cut, crushed or powdered | 2,015 | exports | 1,234,702.745 |
Dem. Rep. of the Congo | COD | 121190 | 121190 - Plants and parts (including seeds and fruits) n.e.c. in heading no. 1211, of a kind used primarily in perfumery, in pharmacy or for insecticidal, fungicidal or similar purposes, fresh, chilled, frozen or dried, whether or not cut, crushed or powdered | 2,015 | exports | 55,079.316 |
Dem. Rep. of the Congo | COD | 121190 | 121190 - Plants and parts (including seeds and fruits) n.e.c. in heading no. 1211, of a kind used primarily in perfumery, in pharmacy or for insecticidal, fungicidal or similar purposes, fresh, chilled, frozen or dried, whether or not cut, crushed or powdered | 2,015 | exports | 824,150.225 |
Dem. Rep. of the Congo | COD | 121190 | 121190 - Plants and parts (including seeds and fruits) n.e.c. in heading no. 1211, of a kind used primarily in perfumery, in pharmacy or for insecticidal, fungicidal or similar purposes, fresh, chilled, frozen or dried, whether or not cut, crushed or powdered | 2,015 | exports | 762,381.982 |
Dem. Rep. of the Congo | COD | 130219 | 130219 - Vegetable saps and extracts; n.e.c. in item no. 1302.1 | 2,015 | exports | 1,935.916 |
Dem. Rep. of the Congo | COD | 130219 | 130219 - Vegetable saps and extracts; n.e.c. in item no. 1302.1 | 2,015 | exports | 2,216,591.013 |
Dem. Rep. of the Congo | COD | 151110 | 151110 - Vegetable oils; palm oil and its fractions, crude, not chemically modified | 2,015 | exports | 296.441 |
Dem. Rep. of the Congo | COD | 151110 | 151110 - Vegetable oils; palm oil and its fractions, crude, not chemically modified | 2,015 | exports | 439,701.622 |
Dem. Rep. of the Congo | COD | 151110 | 151110 - Vegetable oils; palm oil and its fractions, crude, not chemically modified | 2,015 | exports | 219,709.213 |
Dem. Rep. of the Congo | COD | 151190 | 151190 - Vegetable oils; palm oil and its fractions, other than crude, whether or not refined, but not chemically modified | 2,015 | exports | 576.701 |
Dem. Rep. of the Congo | COD | 151190 | 151190 - Vegetable oils; palm oil and its fractions, other than crude, whether or not refined, but not chemically modified | 2,015 | exports | 9,302.954 |
Dem. Rep. of the Congo | COD | 160413 | 160413 - Fish preparations; sardines, sardinella and brisling or sprats, prepared or preserved, whole or in pieces (but not minced) | 2,015 | exports | 2,327.442 |
Dem. Rep. of the Congo | COD | 170490 | 170490 - Sugar confectionery; (excluding chewing gum, including white chocolate), not containing cocoa | 2,015 | exports | 901.095 |
Dem. Rep. of the Congo | COD | 180100 | 180100 - Cocoa beans; whole or broken, raw or roasted | 2,015 | exports | 1,331,397.927 |
Dem. Rep. of the Congo | COD | 180100 | 180100 - Cocoa beans; whole or broken, raw or roasted | 2,015 | exports | 1,497,269.088 |
Dem. Rep. of the Congo | COD | 180100 | 180100 - Cocoa beans; whole or broken, raw or roasted | 2,015 | exports | 48,831.16 |
Dem. Rep. of the Congo | COD | 180100 | 180100 - Cocoa beans; whole or broken, raw or roasted | 2,015 | exports | 1,128,275.139 |
Dem. Rep. of the Congo | COD | 180100 | 180100 - Cocoa beans; whole or broken, raw or roasted | 2,015 | exports | 2,951,688.636 |
Dem. Rep. of the Congo | COD | 180100 | 180100 - Cocoa beans; whole or broken, raw or roasted | 2,015 | exports | 12,697,470.227 |
Dem. Rep. of the Congo | COD | 180100 | 180100 - Cocoa beans; whole or broken, raw or roasted | 2,015 | exports | 417,198.466 |
Dem. Rep. of the Congo | COD | 180100 | 180100 - Cocoa beans; whole or broken, raw or roasted | 2,015 | exports | 6,756.703 |
Dem. Rep. of the Congo | COD | 180100 | 180100 - Cocoa beans; whole or broken, raw or roasted | 2,015 | exports | 331,641.539 |
Dem. Rep. of the Congo | COD | 180100 | 180100 - Cocoa beans; whole or broken, raw or roasted | 2,015 | exports | 4,142,581.278 |
Dem. Rep. of the Congo | COD | 190110 | 190110 - Food preparations; of flour, meal, starch, malt extract or milk products, suitable for infants or young children, put up for retail sale | 2,015 | exports | 400,068.329 |
Dem. Rep. of the Congo | COD | 190110 | 190110 - Food preparations; of flour, meal, starch, malt extract or milk products, suitable for infants or young children, put up for retail sale | 2,015 | exports | 36,268.932 |
Dem. Rep. of the Congo | COD | 190531 | 190531 - Food preparations; sweet biscuits, whether or not containing cocoa | 2,015 | exports | 10,019.017 |
Dem. Rep. of the Congo | COD | 200190 | 200190 - Vegetable preparations; vegetables, fruit, nuts and other edible parts of plants, prepared or preserved by vinegar or acetic acid (excluding cucumbers and gherkins) | 2,015 | exports | 1,742.528 |
Dem. Rep. of the Congo | COD | 200989 | 200989 - Juice; of any single fruit, nut or vegetable n.e.c. in heading no. 2009, unfermented, not containing added spirit, whether or not containing added sugar or other sweetening matter | 2,015 | exports | 1,132.311 |
Dem. Rep. of the Congo | COD | 210410 | 210410 - Soups and broths and preparations therefor | 2,015 | exports | 207,736.577 |
Dem. Rep. of the Congo | COD | 210410 | 210410 - Soups and broths and preparations therefor | 2,015 | exports | 104,944.028 |
Dem. Rep. of the Congo | COD | 210410 | 210410 - Soups and broths and preparations therefor | 2,015 | exports | 431,816.34 |
Dem. Rep. of the Congo | COD | 210410 | 210410 - Soups and broths and preparations therefor | 2,015 | exports | 284,917.528 |
Dem. Rep. of the Congo | COD | 210420 | 210420 - Homogenised composite food preparations | 2,015 | exports | 116,704.222 |
Dem. Rep. of the Congo | COD | 210420 | 210420 - Homogenised composite food preparations | 2,015 | exports | 3,935.37 |
Dem. Rep. of the Congo | COD | 210690 | 210690 - Food preparations; n.e.c. in item no. 2106.10 | 2,015 | exports | 181,949.792 |
Dem. Rep. of the Congo | COD | 210690 | 210690 - Food preparations; n.e.c. in item no. 2106.10 | 2,015 | exports | 3,885.586 |
Dem. Rep. of the Congo | COD | 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 | 2,015 | exports | 1,444,911.915 |
Dem. Rep. of the Congo | COD | 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 | 2,015 | exports | 2,901,565.264 |
Dem. Rep. of the Congo | COD | 240110 | 240110 - Tobacco, (not stemmed or stripped) | 2,015 | exports | 3,869,554.844 |
Dem. Rep. of the Congo | COD | 250590 | 250590 - Sands; natural, (other than silica and quartz sands), whether or not coloured, (other than metal-bearing sands of chapter 26) | 2,015 | exports | 839.123 |
Dem. Rep. of the Congo | COD | 250590 | 250590 - Sands; natural, (other than silica and quartz sands), whether or not coloured, (other than metal-bearing sands of chapter 26) | 2,015 | exports | 29.973 |
Dem. Rep. of the Congo | COD | 250590 | 250590 - Sands; natural, (other than silica and quartz sands), whether or not coloured, (other than metal-bearing sands of chapter 26) | 2,015 | exports | 19.959 |
Dem. Rep. of the Congo | COD | 250610 | 250610 - Quartz; other than natural sands | 2,015 | exports | 93,365.424 |
Dem. Rep. of the Congo | COD | 253090 | 253090 - Mineral substances; n.e.c. in chapter 25 | 2,015 | exports | 799.908 |
Dem. Rep. of the Congo | COD | 260300 | 260300 - Copper ores and concentrates | 2,015 | exports | 9.98 |
Dem. Rep. of the Congo | COD | 260300 | 260300 - Copper ores and concentrates | 2,015 | exports | 10.012 |
Dem. Rep. of the Congo | COD | 260300 | 260300 - Copper ores and concentrates | 2,015 | exports | 422.929 |
Dem. Rep. of the Congo | COD | 260300 | 260300 - Copper ores and concentrates | 2,015 | exports | 107.846 |
Dem. Rep. of the Congo | COD | 260300 | 260300 - Copper ores and concentrates | 2,015 | exports | 80,838.074 |
Dem. Rep. of the Congo | COD | 260300 | 260300 - Copper ores and concentrates | 2,015 | exports | 63.181 |
Dem. Rep. of the Congo | COD | 260300 | 260300 - Copper ores and concentrates | 2,015 | exports | 80.122 |
Dem. Rep. of the Congo | COD | 260500 | 260500 - Cobalt ores and concentrates | 2,015 | exports | 15,729,945.691 |
Dem. Rep. of the Congo | COD | 261590 | 261590 - Niobium, tantalum, vanadium ores and concentrates | 2,015 | exports | 34,795,621.294 |
Dem. Rep. of the Congo | COD | 261590 | 261590 - Niobium, tantalum, vanadium ores and concentrates | 2,015 | exports | 5,082,279.019 |
Dem. Rep. of the Congo | COD | 261590 | 261590 - Niobium, tantalum, vanadium ores and concentrates | 2,015 | exports | 1,153,081.911 |
Dem. Rep. of the Congo | COD | 261590 | 261590 - Niobium, tantalum, vanadium ores and concentrates | 2,015 | exports | 1,213,391 |
Dem. Rep. of the Congo | COD | 261790 | 261790 - Ores and concentrates n.e.c. in chapter 26; other than antimony | 2,015 | exports | 2,455,450.514 |
Dem. Rep. of the Congo | COD | 261790 | 261790 - Ores and concentrates n.e.c. in chapter 26; other than antimony | 2,015 | exports | 1,221,248.024 |
Dem. Rep. of the Congo | COD | 261790 | 261790 - Ores and concentrates n.e.c. in chapter 26; other than antimony | 2,015 | exports | 19.966 |
Dem. Rep. of the Congo β Exports by Commodity (HS6) | Africa (UN Comtrade)
π 45,154 observations Β· 1 Africa countries Β· 2015β2023 Β· Repackaged by Electric Sheep Africa
TL;DR
This dataset contains 45,154 observations of International merchandise trade data across 1 Africa countries, spanning 2015β2023, covering 2407 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 Β· top rows shown below, sorted by row count:
| Country | Rows | First year | Last year |
|---|---|---|---|
Dem. Rep. of the Congo |
45,154 | 2015 | 2023 |
Indicators (sample)
010121β 010121 - Horses; live, pure-bred breeding animals010129β 010129 - Horses; live, other than pure-bred breeding animals010221β 010221 - Cattle; live, pure-bred breeding animals010229β 010229 - Cattle; live, other than pure-bred breeding animals010310β 010310 - Swine; live, pure-bred breeding animals010391β 010391 - Swine; live, other than pure-bred breeding animals, weighing less than 50kg010392β 010392 - Swine; live, other than pure-bred breeding animals, weighing 50kg or more010420β 010420 - Goats; live010511β 010511 - Poultry; live, fowls of the species Gallus domesticus, weighing not more than 185g010515β 010515 - Poultry; live, guinea fowls, weighing not more than 185g- ... and 2397 more indicators
Schema
| Column | Type | Description | Example |
|---|---|---|---|
country_name |
string |
β | Dem. Rep. of the Congo |
country_iso3 |
string |
β | COD |
commodity_code |
string |
β | 020629 |
commodity |
string |
β | 020629 - Offal, edible; of bovine aniβ¦ |
year |
int64 |
β | 2015 |
flow |
string |
β | exports |
trade_value_usd |
float64 |
β | 57874.746 |
Usage
from datasets import load_dataset
ds = load_dataset("electricsheepafrica/africa-comtrade-dem-rep-of-the-congo-exports-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"] == "020629"]
.sort_values("year"))
sample.plot(x="year", y="trade_value_usd", title="020629")
Pivot to country Γ year matrix
matrix = (df[df["commodity_code"] == "020629"]
.pivot_table(index="year", columns="country_name", values="trade_value_usd"))
print(matrix.tail())
Citation
@misc{africa_comtrade_dem_rep_of_the_congo_exports_by_commodity_2023,
title = {Dem. Rep. of the Congo β Exports 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-dem-rep-of-the-congo-exports-by-commodity}}
}
License
Released under other.
Original data Β© 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/
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