Add ML-ready official indicator dataset

README.md

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+---
+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 [Zaghouan Oued Sbaihia] DGACTA | Africa (Tunisia official open data)"
+---
+
+# Station Climatique [Zaghouan Oued Sbaihia] DGACTA | Africa (Tunisia official open data)
+
+42 rows - 1 Africa country - 2026 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-42-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-2026-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 [Zaghouan Oued Sbaihia] DGACTA](https://catalog.data.gov.tn/dataset/station-climatique-zaghouan-oued-sbaihia-dgacta)
+- **Publisher:** Ministère de l'Agriculture, des Ressources Hydrauliques et de la Pêche
+- **Resource:** [Capteur d'humidité du sol à 30 cm de la station climatique](https://catalog.agridata.tn/dataset/3ded8d73-2c17-45f9-9bfd-3b8e6422317c/resource/f36e6afc-3dae-4dc8-9eea-36e3f7b362af/download/ac_n1s050u_capteur-dhumidite-du-sol-a-30-cm-de-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` | 42 | 2026 | 2026 | `Tunisia` |
+
+## Indicators or Resource Contents
+
+- `station-climatique-zaghouan-oued-sbaihia-dgacta-486ba8d3` - Station Climatique [Zaghouan Oued Sbaihia] DGACTA
+
+## Schema
+
+| Column | Type | Description | Example |
+|--------|------|-------------|---------|
+| `indicator_id` | `string` | Stable indicator identifier. | `station-climatique-zaghouan-oued-sbaihia-dgacta-486ba8d3` |
+| `indicator_name` | `string` | Human-readable indicator name. | `Station Climatique [Zaghouan Oued Sbaihia] DGACTA` |
+| `country_iso3` | `string` | ISO3 country code. | `TUN` |
+| `country_name` | `string` | Country name. | `Tunisia` |
+| `year` | `Int64` | Observation year. | `2026` |
+| `value` | `float64` | Numeric observation value. | `11.4` |
+| `unit` | `string` | Measurement unit, when available. | `source_units_unspecified` |
+| `dimension_nom_ar` | `string` | Source dimension. | `Température` |
+| `dimension_nom_fr` | `string` | Source dimension. | `Température` |
+| `dimension_unite` | `string` | Source dimension. | `°C` |
+| `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 [Zaghouan Oued Sbaihia] DGACTA` |
+| `source_resource` | `string` | Source resource title. | `Capteur d'humidité du sol à 30 cm de la station climatique` |
+| `source_package_id` | `string` | CKAN package UUID. | `5df03ac6-2e8a-4dd9-b394-e183d4cae42e` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `767c5b2a-c065-4df7-8ad7-5146769345ec` |
+| `source_url` | `string` | Original source resource URL. | `https://catalog.agridata.tn/dataset/3ded8d73-2c17-45f9-9bfd-3b8e6422317c` |
+| `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-zaghouan-oued-sbaihia-dgacta-af3e47d1")
+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_zaghouan_oued_sbaihia_dgacta_af3e47d1_2026,
+  title        = {Station Climatique [Zaghouan Oued Sbaihia] DGACTA | Africa (Tunisia official open data)},
+  author       = {Ministère de l'Agriculture, des Ressources Hydrauliques et de la Pêche},
+  year         = {2026},
+  url          = {https://catalog.data.gov.tn/dataset/station-climatique-zaghouan-oued-sbaihia-dgacta},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-tunisia-station-climatique-zaghouan-oued-sbaihia-dgacta-af3e47d1}}
+}
+```
+
+## 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/dataset/3ded8d73-2c17-45f9-9bfd-3b8e6422317c/resource/f36e6afc-3dae-4dc8-9eea-36e3f7b362af/download/ac_n1s050u_capteur-dhumidite-du-sol-a-30-cm-de-la-station-climatique.csv

data/train-00000-of-00001.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:72187c8860a87ca3ea7ed3ee4b9ed2e6752f189dc3cd0f3f4f1977ef794ef2db
+size 16110

metadata/source_snapshot.json

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+{
+  "columns": [
+    "indicator_id",
+    "indicator_name",
+    "country_iso3",
+    "country_name",
+    "year",
+    "value",
+    "unit",
+    "dimension_nom_ar",
+    "dimension_nom_fr",
+    "dimension_unite",
+    "source_period_start_year",
+    "source_period_end_year",
+    "source_period_label",
+    "source_provider",
+    "source_dataset",
+    "source_resource",
+    "source_package_id",
+    "source_resource_id",
+    "source_url",
+    "license_id",
+    "retrieved_at"
+  ],
+  "generated_at": "2026-07-18T23:09:08Z",
+  "indicator_count": 1,
+  "mode": "indicator_long",
+  "repo_id": "electricsheepafrica/africa-tunisia-station-climatique-zaghouan-oued-sbaihia-dgacta-af3e47d1",
+  "rows": 42,
+  "source": {
+    "api_base_url": "https://catalog.data.gov.tn",
+    "country_iso3": "TUN",
+    "country_name": "Tunisia",
+    "group_names": "agriculture-ressources-hydrauliques-et-peche-maritime",
+    "license_id": "licence-nationale-de-données-publiques-ouvertes",
+    "license_title": "Licence Nationale de Données Publiques Ouvertes",
+    "license_url": "https://data.gov.tn/fr/licences-de-r%C3%A9utilisation-des-donn%C3%A9es-publiques-ouvertes/licence-nationale-de-donn%C3%A9es-publiques-ouvertes/",
+    "organization_id": "abe24c35-bc70-4835-9cca-429eaa9a7e37",
+    "organization_name": "ministere-de-l-agriculture-des-ressources-hydrauliques-et-de-la-peche",
+    "organization_title": "Ministère de l'Agriculture, des Ressources Hydrauliques et de la Pêche",
+    "package_author": "DGACTA",
+    "package_id": "5df03ac6-2e8a-4dd9-b394-e183d4cae42e",
+    "package_maintainer": "Onagri",
+    "package_metadata_created": "2025-04-25T15:30:07.955095",
+    "package_metadata_modified": "2026-07-16T01:34:22.355789",
+    "package_name": "station-climatique-zaghouan-oued-sbaihia-dgacta",
+    "package_notes": "Ce jeu de données contient les observations météorologiques enregistrées toutes les 15 minutes par la station climatique de la station Climatique \"Zaghouan Oued Sbaihia\", incluant la température, l’humidité relative, la vitesse et direction du vent, la pression atmosphérique et la pluviométrie. Le propriétaire de la station est la Direction Générale de l'Aménagement et de la Conservations des Terres Agricoles (DGACTA).",
+    "package_page_url": "https://catalog.data.gov.tn/dataset/station-climatique-zaghouan-oued-sbaihia-dgacta",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Station Climatique [Zaghouan Oued Sbaihia] DGACTA",
+    "package_version": "",
+    "portal_url": "https://catalog.data.gov.tn",
+    "resource_created": "2025-04-25T15:30:07.957406",
+    "resource_datastore_active": "True",
+    "resource_description": "Données de Capteur d'humidité du sol à 30 cm de la station climatique",
+    "resource_format": "CSV",
+    "resource_hash": "",
+    "resource_id": "767c5b2a-c065-4df7-8ad7-5146769345ec",
+    "resource_last_modified": "",
+    "resource_mimetype": "text/csv",
+    "resource_name": "Capteur d'humidité du sol à 30 cm de la station climatique",
+    "resource_position": "5",
+    "resource_size": "",
+    "resource_state": "active",
+    "resource_url": "https://catalog.agridata.tn/dataset/3ded8d73-2c17-45f9-9bfd-3b8e6422317c/resource/f36e6afc-3dae-4dc8-9eea-36e3f7b362af/download/ac_n1s050u_capteur-dhumidite-du-sol-a-30-cm-de-la-station-climatique.csv",
+    "retrieved_at": "2026-07-18T23:01:29Z",
+    "tag_names": "climatique; station; محطة; مناخية"
+  },
+  "year_max": 2026,
+  "year_min": 2026
+}