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year
int64
1.96k
2.02k
Algeria
float64
192M
79.3B
Angola
float64
124M
71.1B
Benin
float64
10M
4.05B
Botswana
float64
8M
8.51B
Burkina Faso
float64
4M
5.48B
Burundi
float64
7M
210M
Cabo Verde
float64
1M
80M
Cameroon
float64
97M
6B
Central African Republic
float64
14M
203M
Chad
float64
13M
4.8B
Comoros
float64
3M
54M
Congo, Dem. Rep.
float64
300M
30B
Congo, Rep.
float64
18M
13.8B
Cote d'Ivoire
float64
157M
21B
Djibouti
float64
5M
4.79B
Egypt, Arab Rep.
float64
401M
51.3B
Equatorial Guinea
float64
10M
18.3B
Eritrea
float64
7M
669M
Eswatini
float64
17M
2.42B
Ethiopia
float64
76M
4.5B
Gabon
float64
47M
13.9B
Gambia, The
float64
5M
287M
Ghana
float64
268M
20B
Guinea
float64
43M
10.2B
Guinea-Bissau
float64
2M
339M
Kenya
float64
112M
8.25B
Lesotho
float64
4M
1.22B
Liberia
float64
62M
1.3B
Libya
float64
9M
59.9B
Madagascar
float64
75M
3.65B
Malawi
float64
25M
1.43B
Mali
float64
10M
5.66B
Mauritania
float64
2M
4.23B
Mauritius
float64
39M
3.09B
Morocco
float64
342M
45B
Mozambique
float64
75M
8.3B
Namibia
float64
727M
7.49B
Niger
float64
13M
1.75B
Nigeria
float64
462M
116B
Rwanda
float64
4M
3.2B
Sao Tome and Principe
float64
2M
27M
Senegal
float64
113M
6.41B
Seychelles
float64
1M
578M
Sierra Leone
float64
6M
1.92B
Somalia
float64
84M
1.1B
South Africa
float64
1.99B
124B
South Sudan
float64
783M
1.61B
Sudan
float64
170M
11.7B
Tanzania
float64
138M
8.77B
Togo
float64
15M
1.52B
Tunisia
float64
110M
20B
Uganda
float64
129M
7.7B
Zambia
float64
335M
11.6B
Zimbabwe
float64
173M
7.43B
1,960
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182,000,000
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129,000,000
362,000,000
173,000,000
1,961
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2,359,000,000
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226,000,000
179,000,000
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126,000,000
176,000,000
361,000,000
210,000,000
1,964
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1,459,000,000
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1,613,000,000
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213,000,000
470,000,000
385,000,000
1,965
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277,000,000
28,000,000
605,000,000
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116,000,000
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4,000,000
228,000,000
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135,000,000
790,000,000
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40,000,000
16,000,000
58,000,000
66,000,000
430,000,000
108,000,000
1,459,000,000
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749,000,000
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130,000,000
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1,613,000,000
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207,000,000
27,000,000
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1,966
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272,000,000
1,968
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Merchandise trade percentage of GDP Africa | Africa (World Bank)

Size category: n<1K - Formats: csv - Sector: economics_finance - Engineered by Electric Sheep Africa

size sector downloads license

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: Africa: Merchandise trade (% of GDP) Dataset summary This dataset provides values for "Merchandise trade (% of GDP)" across African countries, standardized and made ML-ready. Geographic scope: 54 African countries. Temporal coverage: 1960–2024 (annual). Units: As defined by the World Bank indicator. Source & licensing Source: World Bank – World Development Indicators (WDI), Indicator code: TG.VAL.TOTL.GD.ZS. License: World Bank Open Data terms. Users are… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Merchandise-trade-percentage-of-GDP-Africa.

Dataset Profile

Field Value
Hugging Face repo electricsheepafrica/Merchandise-trade-percentage-of-GDP-Africa
Sector economics_finance
Topic tags economics_finance
Modalities tabular
Formats csv
Size category n<1K
Countries Africa-wide or source-defined African coverage
ISO3 coverage not declared
Last modified on HF 2025-08-17 13:12:07+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/Merchandise-trade-percentage-of-GDP-Africa")
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, language.
  • Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.

Source And Provenance

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_merchandise_trade_percentage_of_gdp_africa_2026,
  title        = {Merchandise trade percentage of GDP Africa | Africa (World Bank)},
  author       = {World Bank open data},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/Merchandise-trade-percentage-of-GDP-Africa},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/Merchandise-trade-percentage-of-GDP-Africa}}
}

License

Released under gpl.

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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