README.md

---
license: cc-by-4.0
language:
- en
task_categories:
- tabular-classification
- tabular-regression
multilinguality: monolingual
size_categories:
- n<1K
tags:
- tabular
- csv
- africa
- djibouti
- official-statistics
- open-data
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-00000-of-00001.parquet
pretty_name: "Suez Canal, Bosporus Strait, Bab el-Mandeb Strait: Transits During Disruptions | Africa (Djibouti official open data)"
---

# 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](https://huggingface.co/electricsheepafrica)

![rows](https://img.shields.io/badge/rows-35-blue)
![countries](https://img.shields.io/badge/countries-1-green)
![years](https://img.shields.io/badge/years-not-applicable-orange)
![indicators](https://img.shields.io/badge/indicators-0-purple)
![license](https://img.shields.io/badge/license-cc-by-4.0-lightgrey)

## 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](https://data.humdata.org/dataset/maritime-passageway-transits-during-disruptions)
- **Publisher:** Asian Development Bank
- **Resource:** [Suez Canal Vessel Category Mapping.csv](https://data.humdata.org/dataset/5665da77-dc27-4421-a640-9ff07effe1e2/resource/f285138e-b06f-42b2-b501-c8167b9cf8b8/download/suez-canal-vessel-category-mapping.csv)
- **Format:** `CSV`
- **License:** [CC BY 4.0](https://creativecommons.org/licenses/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

```python
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

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

### Work with indicators

```python
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

```bibtex
@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](https://creativecommons.org/licenses/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](https://huggingface.co/electricsheepafrica)

---

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