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commodity_code
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6
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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
End of preview. Expand in Data Studio

Dem. Rep. of the Congo β€” Exports by Commodity (HS6) | Africa (UN Comtrade)

🌍 45,154 observations Β· 1 Africa countries Β· 2015–2023 Β· Repackaged by Electric Sheep Africa

rows countries years indicators license

TL;DR

This dataset contains 45,154 observations of International merchandise trade data across 1 Africa countries, spanning 2015–2023, 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)

  • 010121 β€” 010121 - Horses; live, pure-bred breeding animals
  • 010129 β€” 010129 - Horses; live, other than pure-bred breeding animals
  • 010221 β€” 010221 - Cattle; live, pure-bred breeding animals
  • 010229 β€” 010229 - Cattle; live, other than pure-bred breeding animals
  • 010310 β€” 010310 - Swine; live, pure-bred breeding animals
  • 010391 β€” 010391 - Swine; live, other than pure-bred breeding animals, weighing less than 50kg
  • 010392 β€” 010392 - Swine; live, other than pure-bred breeding animals, weighing 50kg or more
  • 010420 β€” 010420 - Goats; live
  • 010511 β€” 010511 - Poultry; live, fowls of the species Gallus domesticus, weighing not more than 185g
  • 010515 β€” 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 ani…
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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