electricsheepafrica/africa-djibouti-afdb-commodity-prices-2016-8994774e

AFDB Commodity Prices, 2016 | Africa (Djibouti official open data)

51,922 rows - 1 Africa country - 1960-2016 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLSX 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: AFDB Commodity Prices, 2016
• Publisher: African Development Bank Group (inactive)
• Resource: AFDB Commodity Prices, 2016.xlsx
• Format: XLSX
• License: CC BY 4.0
• Packaging mode: indicator_long

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
DJI	51,922	1960	2016	Djibouti

Indicators or Resource Contents

• afdb-commodity-prices-2016-8af6f3ff - AFDB Commodity Prices, 2016

Schema

Column	Type	Description	Example
indicator_id	string	Stable indicator identifier.	afdb-commodity-prices-2016-8af6f3ff
indicator_name	string	Human-readable indicator name.	AFDB Commodity Prices, 2016
country_iso3	string	ISO3 country code.	DJI
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	Sheet1
country_name	string	Country name.	Djibouti
year	Int64	Observation year.	1960
value	float64	Numeric observation value.	1.63000011444
unit	string	Measurement unit, when available.	source_units_unspecified
dimension_indicator_code	string	Source dimension.	CRUDE_PETRO
dimension_indicatorname	string	Source dimension.	Crude oil, average($/bbl)
dimension_unit	string	Source dimension.	$/bbl
dimension_frequency	string	Source dimension.	M
source_period_start_year	Int64	First year inferred from source resource metadata.	2016
source_period_end_year	Int64	Last year inferred from source resource metadata.	2016
source_period_label	category	Human-readable period inferred from source resource metadata.	2016
source_provider	category	Publishing organization.	African Development Bank Group (inactive)
source_dataset	category	Source package title.	AFDB Commodity Prices, 2016
source_resource	category	Source resource title.	AFDB Commodity Prices, 2016.xlsx
source_package_id	category	CKAN package UUID.	4c65bf32-a069-46de-b90a-32e5bfe9b176
source_resource_id	category	CKAN resource UUID.	96863ef0-db34-4a1a-b345-7c29ede0818c
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/4c65bf32-a069-46de-b90a-32e5bfe9b176/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-afdb-commodity-prices-2016-8994774e")
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_afdb_commodity_prices_2016_8994774e_2016,
  title        = {AFDB Commodity Prices, 2016 | Africa (Djibouti official open data)},
  author       = {African Development Bank Group (inactive)},
  year         = {2016},
  url          = {https://data.humdata.org/dataset/afdb-commodity-prices-2016},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-djibouti-afdb-commodity-prices-2016-8994774e}}
}

License

Released under CC BY 4.0.

Original data (c) African Development Bank Group (inactive). 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/4c65bf32-a069-46de-b90a-32e5bfe9b176/resource/96863ef0-db34-4a1a-b345-7c29ede0818c/download/afdb-commodity-prices-2016.xlsx