--- license: other language: - en task_categories: - tabular-regression - time-series-forecasting multilinguality: monolingual size_categories: - n<1K tags: - tabular - csv - africa - tunisia - official-statistics - open-data pretty_name: "Station Climatique [Kef - El Ksour] DGACTA | Africa (Tunisia official open data)" --- # Station Climatique [Kef - El Ksour] DGACTA | Africa (Tunisia official open data) 3 rows - 1 Africa country - 2025 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica) ![rows](https://img.shields.io/badge/rows-3-blue) ![countries](https://img.shields.io/badge/countries-1-green) ![years](https://img.shields.io/badge/years-2025-orange) ![indicators](https://img.shields.io/badge/indicators-1-purple) ![license](https://img.shields.io/badge/license-other-lightgrey) ## TL;DR This dataset packages one official `CSV` resource from **Tunisia** 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:** [Station Climatique [Kef - El Ksour] DGACTA](https://catalog.data.gov.tn/dataset/station-climatique-kef-el-ksour-dgacta) - **Publisher:** Ministère de l'Agriculture, des Ressources Hydrauliques et de la Pêche - **Resource:** [Capteur de pluviométrie dans la station climatique](https://catalog.agridata.tn/ar/dataset/86115924-776a-4a78-b79c-fb1e6f884c7c/resource/aada9cae-cd80-4314-a0d3-3b573b0c6b01/download/ac_bba2df4_capteur-de-pluviometrie-dans-la-station-climatique.csv) - **Format:** `CSV` - **License:** [Licence Nationale de Données Publiques Ouvertes](https://data.gov.tn/fr/licences-de-r%C3%A9utilisation-des-donn%C3%A9es-publiques-ouvertes/licence-nationale-de-donn%C3%A9es-publiques-ouvertes/) - **Packaging mode:** `indicator_long` ## Geographic coverage 1 Africa country: | Country | Rows | First year | Last year | Name | |---------|-----:|-----------:|----------:|------| | `TUN` | 3 | 2025 | 2025 | `Tunisia` | ## Indicators or Resource Contents - `station-climatique-kef-el-ksour-dgacta-e47ada9e` - Station Climatique [Kef - El Ksour] DGACTA ## Schema | Column | Type | Description | Example | |--------|------|-------------|---------| | `indicator_id` | `string` | Stable indicator identifier. | `station-climatique-kef-el-ksour-dgacta-e47ada9e` | | `indicator_name` | `string` | Human-readable indicator name. | `Station Climatique [Kef - El Ksour] DGACTA` | | `country_iso3` | `string` | ISO3 country code. | `TUN` | | `country_name` | `string` | Country name. | `Tunisia` | | `year` | `Int64` | Observation year. | `2025` | | `value` | `float64` | Numeric observation value. | `0.0` | | `unit` | `string` | Measurement unit, when available. | `source_units_unspecified` | | `dimension_nom_ar` | `string` | Source dimension. | `Intensité de Pluie` | | `dimension_nom_fr` | `string` | Source dimension. | `Intensité de Pluie` | | `dimension_unite` | `string` | Source dimension. | `mm/h` | | `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` | `string` | Publishing organization. | `Ministère de l'Agriculture, des Ressources Hydrauliques et de la Pêche` | | `source_dataset` | `string` | Source package title. | `Station Climatique [Kef - El Ksour] DGACTA` | | `source_resource` | `string` | Source resource title. | `Capteur de pluviométrie dans la station climatique` | | `source_package_id` | `string` | CKAN package UUID. | `884b8c5c-195e-487f-a70b-8109e57d93c5` | | `source_resource_id` | `string` | CKAN resource UUID. | `eb2063de-d9b0-4944-aed6-32f949b85910` | | `source_url` | `string` | Original source resource URL. | `https://catalog.agridata.tn/ar/dataset/86115924-776a-4a78-b79c-fb1e6f884` | | `license_id` | `string` | Source license identifier. | `licence-nationale-de-données-publiques-ouvertes` | | `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-18T23:08:36Z` | ## Usage ```python from datasets import load_dataset ds = load_dataset("electricsheepafrica/africa-tunisia-station-climatique-kef-el-ksour-dgacta-6782e14c") df = ds["train"].to_pandas() print(df.head()) ``` ### Filter to one country ```python sample_country = df[df["country_iso3"] == "TUN"] ``` ### 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_tunisia_station_climatique_kef_el_ksour_dgacta_6782e14c_2025, title = {Station Climatique [Kef - El Ksour] DGACTA | Africa (Tunisia official open data)}, author = {Ministère de l'Agriculture, des Ressources Hydrauliques et de la Pêche}, year = {2025}, url = {https://catalog.data.gov.tn/dataset/station-climatique-kef-el-ksour-dgacta}, publisher = {HuggingFace Datasets, repackaged by Electric Sheep Africa}, howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-tunisia-station-climatique-kef-el-ksour-dgacta-6782e14c}} } ``` ## License Released under [Licence Nationale de Données Publiques Ouvertes](https://data.gov.tn/fr/licences-de-r%C3%A9utilisation-des-donn%C3%A9es-publiques-ouvertes/licence-nationale-de-donn%C3%A9es-publiques-ouvertes/). Original data (c) Ministère de l'Agriculture, des Ressources Hydrauliques et de la Pêche. 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 2026-07-19 via the Electric Sheep pipeline. Source URL: https://catalog.agridata.tn/ar/dataset/86115924-776a-4a78-b79c-fb1e6f884c7c/resource/aada9cae-cd80-4314-a0d3-3b573b0c6b01/download/ac_bba2df4_capteur-de-pluviometrie-dans-la-station-climatique.csv