--- license: odbl language: - en task_categories: - tabular-classification - tabular-regression multilinguality: monolingual size_categories: - n<1K tags: - tabular - xlsx - africa - morocco - official-statistics - open-data pretty_name: "Pluie journalière du barrage Y.B. TACHFINE (1967-2024) | Africa (Morocco official open data)" --- # Pluie journalière du barrage Y.B. TACHFINE (1967-2024) | Africa (Morocco official open data) 40 rows - 1 Africa country - not-applicable - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica) ![rows](https://img.shields.io/badge/rows-40-blue) ![countries](https://img.shields.io/badge/countries-1-green) ![years](https://img.shields.io/badge/years-not-applicable-orange) ![indicators](https://img.shields.io/badge/indicators-0-purple) ![license](https://img.shields.io/badge/license-odbl-lightgrey) ## TL;DR This dataset packages one official `XLSX` resource from **Morocco** 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:** [Pluie journalière du barrage Y.B. TACHFINE (1967-2024)](https://data.gov.ma/data/dataset/pluie-journaliere-du-barrage-y-b-tachfine-1967-2024) - **Publisher:** Agence du Bassin Hydraulique de Souss Massa - **Resource:** [Pj.Barrage Y.B.TACHFINE.78900 _ B.Y.T.TACHFINE-2005.xlsx](https://data.gov.ma/data/fr/dataset/16a867e2-1b7f-4cd8-9322-24a11cbf7ddb/resource/0db6033d-5bab-4a4a-b787-2e10b53ba199/download/pj.barrage-y.b.tachfine.78900-_-b.y.t.tachfine-2005.xlsx) - **Format:** `XLSX` - **License:** [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/) - **Packaging mode:** `tabular_resource` ## Geographic coverage 1 Africa country: | Country | Rows | First year | Last year | Name | |---------|-----:|-----------:|----------:|------| | `MAR` | 40 | n/a | n/a | `Morocco` | ## Indicators or Resource Contents - This source file is packaged as a normalized tabular resource. ## Schema | Column | Type | Description | Example | |--------|------|-------------|---------| | `source_record_id` | `string` | Stable row identifier for tabular resources. | `0db6033d-5bab-4a4a-b787-2e10b53ba199:sheet1:0` | | `country_iso3` | `string` | ISO3 country code. | `MAR` | | `country_name` | `string` | Country name. | `Morocco` | | `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `Sheet1` | | `column_1` | `float64` | Source column. | `` | | `jour` | `string` | Source column. | `1` | | `septembre` | `float64` | Source column. | `0.0` | | `octobre` | `float64` | Source column. | `0.0` | | `novembre` | `string` | Source column. | `0` | | `decembre` | `float64` | Source column. | `0.0` | | `janvier` | `float64` | Source column. | `0.0` | | `fevrier` | `float64` | Source column. | `0.0` | | `mars` | `float64` | Source column. | `0.0` | | `avril` | `float64` | Source column. | `0.0` | | `mai` | `float64` | Source column. | `0.0` | | `juin` | `float64` | Source column. | `0.0` | | `juillet` | `float64` | Source column. | `0.0` | | `aout` | `float64` | Source column. | `0.0` | | `source_provider` | `string` | Publishing organization. | `Agence du Bassin Hydraulique de Souss Massa` | | `source_dataset` | `string` | Source package title. | `Pluie journalière du barrage Y.B. TACHFINE (1967-2024)` | | `source_resource` | `string` | Source resource title. | `Pj.Barrage Y.B.TACHFINE.78900 _ B.Y.T.TACHFINE-2005.xlsx` | | `source_package_id` | `string` | CKAN package UUID. | `16a867e2-1b7f-4cd8-9322-24a11cbf7ddb` | | `source_resource_id` | `string` | CKAN resource UUID. | `0db6033d-5bab-4a4a-b787-2e10b53ba199` | | `source_url` | `string` | Original source resource URL. | `https://data.gov.ma/data/fr/dataset/16a867e2-1b7f-4cd8-9322-24a11cbf7ddb` | | `license_id` | `string` | Source license identifier. | `odc-odbl` | | `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-16T21:31:48Z` | ## Usage ```python from datasets import load_dataset ds = load_dataset("electricsheepafrica/africa-morocco-pluie-journaliere-du-barrage-y-b-tachfine-1967-2024-19f2872c") df = ds["train"].to_pandas() print(df.head()) ``` ### Filter to one country ```python sample_country = df[df["country_iso3"] == "MAR"] ``` ### 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_morocco_pluie_journaliere_du_barrage_y_b_tachfine_1967_2024_19f2872c_2026, title = {Pluie journalière du barrage Y.B. TACHFINE (1967-2024) | Africa (Morocco official open data)}, author = {Agence du Bassin Hydraulique de Souss Massa}, year = {2026}, url = {https://data.gov.ma/data/dataset/pluie-journaliere-du-barrage-y-b-tachfine-1967-2024}, publisher = {HuggingFace Datasets, repackaged by Electric Sheep Africa}, howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-pluie-journaliere-du-barrage-y-b-tachfine-1967-2024-19f2872c}} } ``` ## License Released under [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/). Original data (c) Agence du Bassin Hydraulique de Souss Massa. 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 2026-07-16 via the Electric Sheep pipeline. Source URL: https://data.gov.ma/data/fr/dataset/16a867e2-1b7f-4cd8-9322-24a11cbf7ddb/resource/0db6033d-5bab-4a4a-b787-2e10b53ba199/download/pj.barrage-y.b.tachfine.78900-_-b.y.t.tachfine-2005.xlsx