Add ML-ready official indicator dataset

README.md

@@ -0,0 +1,147 @@
+---
+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: "Taux de chômage selon le Milieu, le sexe et le groupe d'âges | Africa (Morocco official open data)"
+---
+
+# Taux de chômage selon le Milieu, le sexe et le groupe d'âges | Africa (Morocco official open data)
+
+49 rows - 1 Africa country - not-applicable - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-49-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:** [Taux de chômage selon le Milieu, le sexe et le groupe d'âges](https://data.gov.ma/data/dataset/data_1_2)
+- **Publisher:** HCP
+- **Resource:** [I_1.2.xlsx](https://data.gov.ma/data/dataset/16ee67b5-dbaa-41c5-b9fa-103832ed7ba9/resource/78cc5cb9-e0bd-4f54-93a7-7118ccbf1c8c/download/i_1.2.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` | 49 | 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. | `78cc5cb9-e0bd-4f54-93a7-7118ccbf1c8c:data: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. | `Data` |
+| `mileu` | `string` | Source column. | `National` |
+| `sexe` | `string` | Source column. | `Total` |
+| `age` | `string` | Source column. | `15 ans et plus` |
+| `2014` | `float64` | Source column. | `9.9` |
+| `2015` | `float64` | Source column. | `9.7` |
+| `2016` | `float64` | Source column. | `9.4` |
+| `2017` | `float64` | Source column. | `10.2` |
+| `2018` | `float64` | Source column. | `9.5` |
+| `2019` | `float64` | Source column. | `9.2` |
+| `2020` | `float64` | Source column. | `11.9` |
+| `2021` | `float64` | Source column. | `12.3` |
+| `2022` | `float64` | Source column. | `11.8` |
+| `2023` | `float64` | Source column. | `13.0` |
+| `source_provider` | `string` | Publishing organization. | `HCP` |
+| `source_dataset` | `string` | Source package title. | `Taux de chômage selon le Milieu, le sexe et le groupe d'âges` |
+| `source_resource` | `string` | Source resource title. | `I_1.2.xlsx` |
+| `source_package_id` | `string` | CKAN package UUID. | `16ee67b5-dbaa-41c5-b9fa-103832ed7ba9` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `78cc5cb9-e0bd-4f54-93a7-7118ccbf1c8c` |
+| `source_url` | `string` | Original source resource URL. | `https://data.gov.ma/data/dataset/16ee67b5-dbaa-41c5-b9fa-103832ed7ba9/re` |
+| `license_id` | `string` | Source license identifier. | `odc-odbl` |
+| `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-16T21:31:48Z` |
+| `l_indicateur` | `string` | Source column. | `` |
+| `taux_de_chomage_selon_le_milieu_le_sexe_et_le_groupe_d_a` | `string` | Source column. | `` |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("electricsheepafrica/africa-morocco-taux-de-chomage-selon-le-milieu-le-sexe-et-le-groupe-d-age-2228cd0f")
+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_taux_de_chomage_selon_le_milieu_le_sexe_et_le_groupe_d_age_2228cd_2026,
+  title        = {Taux de chômage selon le Milieu, le sexe et le groupe d'âges | Africa (Morocco official open data)},
+  author       = {HCP},
+  year         = {2026},
+  url          = {https://data.gov.ma/data/dataset/data_1_2},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-taux-de-chomage-selon-le-milieu-le-sexe-et-le-groupe-d-age-2228cd0f}}
+}
+```
+
+## License
+
+Released under [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/).
+
+Original data (c) HCP. 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/dataset/16ee67b5-dbaa-41c5-b9fa-103832ed7ba9/resource/78cc5cb9-e0bd-4f54-93a7-7118ccbf1c8c/download/i_1.2.xlsx

data/train-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f804382ae33b23c25af6e413dc3ee4a60adadd1ae5569d3116e1e564ef6a4c42
+size 19464

metadata/source_snapshot.json

@@ -0,0 +1,78 @@
+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "mileu",
+    "sexe",
+    "age",
+    "2014",
+    "2015",
+    "2016",
+    "2017",
+    "2018",
+    "2019",
+    "2020",
+    "2021",
+    "2022",
+    "2023",
+    "source_provider",
+    "source_dataset",
+    "source_resource",
+    "source_package_id",
+    "source_resource_id",
+    "source_url",
+    "license_id",
+    "retrieved_at",
+    "l_indicateur",
+    "taux_de_chomage_selon_le_milieu_le_sexe_et_le_groupe_d_a"
+  ],
+  "generated_at": "2026-07-16T21:45:39Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-morocco-taux-de-chomage-selon-le-milieu-le-sexe-et-le-groupe-d-age-2228cd0f",
+  "rows": 49,
+  "source": {
+    "api_base_url": "https://data.gov.ma/data",
+    "country_iso3": "MAR",
+    "country_name": "Morocco",
+    "group_names": "emploi",
+    "license_id": "odc-odbl",
+    "license_title": "Open Data Commons Open Database License (ODbL)",
+    "license_url": "https://opendefinition.org/licenses/odc-odbl",
+    "organization_id": "0ebe0358-0132-4306-8775-14ce6d08573d",
+    "organization_name": "haut-commissariat-au-plan",
+    "organization_title": "HCP",
+    "package_author": "HCP",
+    "package_id": "16ee67b5-dbaa-41c5-b9fa-103832ed7ba9",
+    "package_maintainer": "SBDS",
+    "package_metadata_created": "2025-02-06T12:13:34.761575",
+    "package_metadata_modified": "2025-02-06T12:13:35.477783",
+    "package_name": "data_1_2",
+    "package_notes": "Pour plus d'information consulter la BDS en ligne: https://bds.hcp.ma",
+    "package_page_url": "https://data.gov.ma/data/dataset/data_1_2",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Taux de chômage selon le Milieu, le sexe et le groupe d'âges",
+    "package_version": "",
+    "portal_url": "https://data.gov.ma/data",
+    "resource_created": "2025-02-06T12:13:35.488070",
+    "resource_datastore_active": "False",
+    "resource_description": "",
+    "resource_format": "XLSX",
+    "resource_hash": "",
+    "resource_id": "78cc5cb9-e0bd-4f54-93a7-7118ccbf1c8c",
+    "resource_last_modified": "2025-02-06T12:13:35.462714",
+    "resource_mimetype": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+    "resource_name": "I_1.2.xlsx",
+    "resource_position": "1",
+    "resource_size": "10857",
+    "resource_state": "active",
+    "resource_url": "https://data.gov.ma/data/dataset/16ee67b5-dbaa-41c5-b9fa-103832ed7ba9/resource/78cc5cb9-e0bd-4f54-93a7-7118ccbf1c8c/download/i_1.2.xlsx",
+    "retrieved_at": "2026-07-16T17:56:59Z",
+    "tag_names": ""
+  },
+  "year_max": null,
+  "year_min": null
+}