electricsheepafrica/africa-mauritania-mauritania-real-time-prices-88488f78

Mauritania - Real Time Prices | Africa (Mauritania official open data)

883,311 rows - 1 Africa country - 2007-2026 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official CSV resource from Mauritania 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: Mauritania - Real Time Prices
• Publisher: World Bank Group
• Resource: Real Time Food Prices for Mauritania
• Format: CSV
• License: CC BY 4.0
• Packaging mode: indicator_long

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
MRT	883,311	2007	2026	Mauritania

Indicators or Resource Contents

• mauritania-real-time-prices-lat-f17fc320 - Mauritania - Real Time Prices - lat
• mauritania-real-time-prices-lon-9dba0631 - Mauritania - Real Time Prices - lon
• mauritania-real-time-prices-month-4b9a6302 - Mauritania - Real Time Prices - month
• mauritania-real-time-prices-data-coverage-61d2a3fd - Mauritania - Real Time Prices - data coverage
• mauritania-real-time-prices-data-coverage-recent-a5553f42 - Mauritania - Real Time Prices - data coverage recent
• mauritania-real-time-prices-index-confidence-score-c74d2052 - Mauritania - Real Time Prices - index confidence score
• mauritania-real-time-prices-spatially-interpolated-bf4c656b - Mauritania - Real Time Prices - spatially interpolated
• mauritania-real-time-prices-beans-97f4e7f8 - Mauritania - Real Time Prices - beans
• mauritania-real-time-prices-couscous-fao-4bf0c58e - Mauritania - Real Time Prices - couscous fao
• mauritania-real-time-prices-livestockgoat-male-e84a4995 - Mauritania - Real Time Prices - livestockgoat male
• mauritania-real-time-prices-livestocksheep-castrated-male-a6149b1b - Mauritania - Real Time Prices - livestocksheep castrated male
• mauritania-real-time-prices-meat-beef-fao-429ab50e - Mauritania - Real Time Prices - meat beef fao
• mauritania-real-time-prices-meat-camel-fao-830cec44 - Mauritania - Real Time Prices - meat camel fao
• mauritania-real-time-prices-milk-56648f27 - Mauritania - Real Time Prices - milk
• mauritania-real-time-prices-oil-59842b62 - Mauritania - Real Time Prices - oil
• mauritania-real-time-prices-pasta-9ce9a824 - Mauritania - Real Time Prices - pasta
• mauritania-real-time-prices-rice-253081ce - Mauritania - Real Time Prices - rice
• mauritania-real-time-prices-rice-fao-594b7994 - Mauritania - Real Time Prices - rice fao
• mauritania-real-time-prices-sorghum-8a8a915c - Mauritania - Real Time Prices - sorghum
• mauritania-real-time-prices-sugar-29a949cb - Mauritania - Real Time Prices - sugar

Schema

Column	Type	Description	Example
indicator_id	string	Stable indicator identifier.	mauritania-real-time-prices-lat-f17fc320
indicator_name	string	Human-readable indicator name.	Mauritania - Real Time Prices - lat
country_iso3	string	ISO3 country code.	MRT
country_name	string	Country name.	Mauritania
year	Int64	Observation year.	2007
value	float64	Numeric observation value.	15.53
unit	string	Measurement unit, when available.	source_units_unspecified
dimension_iso3	string	Source dimension.	MRT
dimension_country	string	Source dimension.	Mauritania
dimension_adm1_name	string	Source dimension.	Hodh Ech Chargi
dimension_adm2_name	string	Source dimension.	Amourj
dimension_mkt_name	string	Source dimension.	Adel Bagrou
dimension_geo_id	string	Source dimension.	gid_155300000-70300000
dimension_dates	string	Source dimension.	2007-01-01
dimension_currency	string	Source dimension.	MRU
dimension_components	string	Source dimension.	beans (1 KG, Index Weight = 1), couscous_fao (1 Kg, Index Weight = 1), f
dimension_start_dense_data	string	Source dimension.	Jan 2007
dimension_last_survey_point	string	Source dimension.	Jun 2026
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.	Mauritania - Real Time Prices
source_resource	category	Source resource title.	Real Time Food Prices for Mauritania
source_package_id	category	CKAN package UUID.	485c2eae-cffa-4de9-a1b4-b30e0b2bcc91
source_resource_id	category	CKAN resource UUID.	a5527151-d10f-4a6b-a4de-4d4836d9dde8
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/485c2eae-cffa-4de9-a1b4-b30e0b2bcc91/re
license_id	category	Source license identifier.	cc-by
retrieved_at	category	UTC retrieval timestamp.	2026-08-18T00:06:00Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mauritania-mauritania-real-time-prices-88488f78")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "MRT"]

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_mauritania_mauritania_real_time_prices_88488f78_2026,
  title        = {Mauritania - Real Time Prices | Africa (Mauritania official open data)},
  author       = {World Bank Group},
  year         = {2026},
  url          = {https://data.humdata.org/dataset/mauritania-real-time-prices},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mauritania-mauritania-real-time-prices-88488f78}}
}

License

Released under CC 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

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Provenance: ingested 2026-08-18 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/485c2eae-cffa-4de9-a1b4-b30e0b2bcc91/resource/a5527151-d10f-4a6b-a4de-4d4836d9dde8/download/real-time-food-prices-for-mauritania.csv