Add ML-ready official indicator dataset

README.md

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+---
+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-1975.xlsx](https://data.gov.ma/data/fr/dataset/16a867e2-1b7f-4cd8-9322-24a11cbf7ddb/resource/75c1a422-b397-4cfb-ae08-21e16c3a7465/download/pj.barrage-y.b.tachfine.78900-_-b.y.t.tachfine-1975.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. | `75c1a422-b397-4cfb-ae08-21e16c3a7465: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. | `10.8` |
+| `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-1975.xlsx` |
+| `source_package_id` | `string` | CKAN package UUID. | `16a867e2-1b7f-4cd8-9322-24a11cbf7ddb` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `75c1a422-b397-4cfb-ae08-21e16c3a7465` |
+| `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-1967-2024-82068f67")
+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_82068f67_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-1967-2024-82068f67}}
+}
+```
+
+## 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/75c1a422-b397-4cfb-ae08-21e16c3a7465/download/pj.barrage-y.b.tachfine.78900-_-b.y.t.tachfine-1975.xlsx

data/train-00000-of-00001.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:d438c03f1be9585242fa8daaf1341b2c7997927e8813416ac27a641448a4e37e
+size 18036

metadata/source_snapshot.json

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+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "column_1",
+    "jour",
+    "septembre",
+    "octobre",
+    "novembre",
+    "decembre",
+    "janvier",
+    "fevrier",
+    "mars",
+    "avril",
+    "mai",
+    "juin",
+    "juillet",
+    "aout",
+    "source_provider",
+    "source_dataset",
+    "source_resource",
+    "source_package_id",
+    "source_resource_id",
+    "source_url",
+    "license_id",
+    "retrieved_at"
+  ],
+  "generated_at": "2026-07-16T21:39:02Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-morocco-pluie-journaliere-du-barrage-y-b-tachfine-1967-2024-82068f67",
+  "rows": 40,
+  "source": {
+    "api_base_url": "https://data.gov.ma/data",
+    "country_iso3": "MAR",
+    "country_name": "Morocco",
+    "group_names": "agriculture",
+    "license_id": "odc-odbl",
+    "license_title": "Open Data Commons Open Database License (ODbL)",
+    "license_url": "https://opendefinition.org/licenses/odc-odbl",
+    "organization_id": "a9444d6e-007c-4004-b9c5-7982e3a4f60f",
+    "organization_name": "agence-du-bassin-hydraulique-de-souss-massa",
+    "organization_title": "Agence du Bassin Hydraulique de Souss Massa",
+    "package_author": "",
+    "package_id": "16a867e2-1b7f-4cd8-9322-24a11cbf7ddb",
+    "package_maintainer": "",
+    "package_metadata_created": "2025-04-17T10:35:10.714802",
+    "package_metadata_modified": "2025-04-17T14:26:01.594827",
+    "package_name": "pluie-journaliere-du-barrage-y-b-tachfine-1967-2024",
+    "package_notes": "Ce fichier présente la pluie journalière de la station B.Y.T. TACHFINE pour la période de 1967 à 2024",
+    "package_page_url": "https://data.gov.ma/data/dataset/pluie-journaliere-du-barrage-y-b-tachfine-1967-2024",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Pluie journalière du barrage Y.B. TACHFINE (1967-2024)",
+    "package_version": "",
+    "portal_url": "https://data.gov.ma/data",
+    "resource_created": "2025-04-17T10:36:16.038779",
+    "resource_datastore_active": "False",
+    "resource_description": "",
+    "resource_format": "XLSX",
+    "resource_hash": "",
+    "resource_id": "75c1a422-b397-4cfb-ae08-21e16c3a7465",
+    "resource_last_modified": "2025-04-17T10:36:16.000405",
+    "resource_mimetype": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+    "resource_name": "Pj.Barrage Y.B.TACHFINE.78900 _ B.Y.T.TACHFINE-1975.xlsx",
+    "resource_position": "9",
+    "resource_size": "7391",
+    "resource_state": "active",
+    "resource_url": "https://data.gov.ma/data/fr/dataset/16a867e2-1b7f-4cd8-9322-24a11cbf7ddb/resource/75c1a422-b397-4cfb-ae08-21e16c3a7465/download/pj.barrage-y.b.tachfine.78900-_-b.y.t.tachfine-1975.xlsx",
+    "retrieved_at": "2026-07-16T17:56:59Z",
+    "tag_names": "journalière; pluie; station; tachfine"
+  },
+  "year_max": null,
+  "year_min": null
+}