electricsheepafrica/africa-djibouti-suez-canal-bosporus-strait-bab-el-mandeb-strait-transits-d-0fcffdc2

Suez Canal, Bosporus Strait, Bab el-Mandeb Strait: Transits During Disruptions | Africa (Djibouti official open data)

35 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official CSV resource from Djibouti as ML-ready Parquet. The source file is the provenance boundary; all usable indicators or tabular columns from the resource stay together in this repo.

About the source

• Source: Suez Canal, Bosporus Strait, Bab el-Mandeb Strait: Transits During Disruptions
• Publisher: Asian Development Bank
• Resource: Suez Canal Vessel Category Mapping.csv
• Format: CSV
• License: CC BY 4.0
• Packaging mode: tabular_resource

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
DJI	35	n/a	n/a	Djibouti

Indicators or Resource Contents

• This source file is packaged as a normalized tabular resource.

Schema

Column	Type	Description	Example
source_record_id	string	Stable row identifier for tabular resources.	f285138e-b06f-42b2-b501-c8167b9cf8b8:0
country_iso3	category	ISO3 country code.	DJI
country_name	category	Country name.	Djibouti
statcode5	string	Source column.	A11A2TN
shiptypelevel2	string	Source column.	Tankers
shiptypelevel5	string	Source column.	LNG Tanker
sca_vessel_type	string	Source column.	LNG Ships
source_period_start_year	Int64	First year inferred from source resource metadata.	``
source_period_end_year	Int64	Last year inferred from source resource metadata.	``
source_period_label	string	Human-readable period inferred from source resource metadata.	``
source_provider	category	Publishing organization.	Asian Development Bank
source_dataset	category	Source package title.	Suez Canal, Bosporus Strait, Bab el-Mandeb Strait: Transits During Disru
source_resource	category	Source resource title.	Suez Canal Vessel Category Mapping.csv
source_package_id	category	CKAN package UUID.	5665da77-dc27-4421-a640-9ff07effe1e2
source_resource_id	category	CKAN resource UUID.	f285138e-b06f-42b2-b501-c8167b9cf8b8
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/5665da77-dc27-4421-a640-9ff07effe1e2/re
license_id	category	Source license identifier.	cc-by
retrieved_at	category	UTC retrieval timestamp.	2026-08-16T10:32:57Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-djibouti-suez-canal-bosporus-strait-bab-el-mandeb-strait-transits-d-0fcffdc2")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "DJI"]

Work with indicators

if "indicator_id" in df.columns:
    print(df["indicator_id"].value_counts().head())
    sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])

Citation

@misc{electric_sheep_africa_africa_djibouti_suez_canal_bosporus_strait_bab_el_mandeb_strait_transits_d_0fcff_2026,
  title        = {Suez Canal, Bosporus Strait, Bab el-Mandeb Strait: Transits During Disruptions | Africa (Djibouti official open data)},
  author       = {Asian Development Bank},
  year         = {2026},
  url          = {https://data.humdata.org/dataset/maritime-passageway-transits-during-disruptions},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-djibouti-suez-canal-bosporus-strait-bab-el-mandeb-strait-transits-d-0fcffdc2}}
}

License

Released under CC BY 4.0.

Original data (c) Asian Development Bank. 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 Hugging Face. 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

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Provenance: ingested 2026-08-16 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/5665da77-dc27-4421-a640-9ff07effe1e2/resource/f285138e-b06f-42b2-b501-c8167b9cf8b8/download/suez-canal-vessel-category-mapping.csv