README.md

---
license: cc-by-4.0
language:
- en
task_categories:
- tabular-regression
- time-series-forecasting
multilinguality: monolingual
size_categories:
- 1K<n<10K
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: "Djibouti - External Debt | Africa (Djibouti official open data)"
---

# Djibouti - External Debt | Africa (Djibouti official open data)

1,961 rows - 1 Africa country - 1966-2025 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)

![rows](https://img.shields.io/badge/rows-1961-blue)
![countries](https://img.shields.io/badge/countries-1-green)
![years](https://img.shields.io/badge/years-1966-2025-orange)
![indicators](https://img.shields.io/badge/indicators-1-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:** [Djibouti - External Debt](https://data.humdata.org/dataset/world-bank-external-debt-indicators-for-djibouti)
- **Publisher:** World Bank Group
- **Resource:** [External Debt Indicators for Djibouti](https://data.humdata.org/dataset/e5dceb13-446c-414b-9745-8aee83491d2d/resource/c9653b9b-5654-4abc-a0a9-8b512a8ddd11/download/external-debt_dji.csv)
- **Format:** `CSV`
- **License:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/)
- **Packaging mode:** `indicator_long`

## Geographic coverage

1 Africa country:

| Country | Rows | First year | Last year | Name |
|---------|-----:|-----------:|----------:|------|
| `DJI` | 1,961 | 1966 | 2025 | `Djibouti` |

## Indicators or Resource Contents

- `djibouti-external-debt-a5a9cb6f` - Djibouti - External Debt

## Schema

| Column | Type | Description | Example |
|--------|------|-------------|---------|
| `indicator_id` | `string` | Stable indicator identifier. | `djibouti-external-debt-a5a9cb6f` |
| `indicator_name` | `string` | Human-readable indicator name. | `Djibouti - External Debt` |
| `country_iso3` | `string` | ISO3 country code. | `DJI` |
| `country_name` | `string` | Country name. | `Djibouti` |
| `year` | `Int64` | Observation year. | `2024` |
| `value` | `float64` | Numeric observation value. | `4923082737.87489` |
| `unit` | `string` | Measurement unit, when available. | `source_units_unspecified` |
| `dimension_country_name` | `string` | Source dimension. | `Djibouti` |
| `dimension_country_iso3` | `string` | Source dimension. | `DJI` |
| `dimension_indicator_name` | `string` | Source dimension. | `Imports of goods, services and primary income (BoP, current US$)` |
| `dimension_indicator_code` | `string` | Source dimension. | `BM.GSR.TOTL.CD` |
| `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. | `World Bank Group` |
| `source_dataset` | `category` | Source package title. | `Djibouti - External Debt` |
| `source_resource` | `category` | Source resource title. | `External Debt Indicators for Djibouti` |
| `source_package_id` | `category` | CKAN package UUID. | `e5dceb13-446c-414b-9745-8aee83491d2d` |
| `source_resource_id` | `category` | CKAN resource UUID. | `c9653b9b-5654-4abc-a0a9-8b512a8ddd11` |
| `source_url` | `category` | Original source resource URL. | `https://data.humdata.org/dataset/e5dceb13-446c-414b-9745-8aee83491d2d/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-djibouti-external-debt-6a22eb46")
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_djibouti_external_debt_6a22eb46_2025,
  title        = {Djibouti - External Debt | Africa (Djibouti official open data)},
  author       = {World Bank Group},
  year         = {2025},
  url          = {https://data.humdata.org/dataset/world-bank-external-debt-indicators-for-djibouti},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-djibouti-djibouti-external-debt-6a22eb46}}
}
```

## License

Released under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).

Original data (c) World Bank Group. 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/e5dceb13-446c-414b-9745-8aee83491d2d/resource/c9653b9b-5654-4abc-a0a9-8b512a8ddd11/download/external-debt_dji.csv