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
+- xls
+- africa
+- morocco
+- official-statistics
+- open-data
+pretty_name: "Statistiques Economiques et Financières au 20-05-2015 | Africa (Morocco official open data)"
+---
+
+# Statistiques Economiques et Financières au 20-05-2015 | Africa (Morocco official open data)
+
+2 rows - 1 Africa country - not-applicable - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-2-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 `XLS` 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:** [Statistiques Economiques et Financières au 20-05-2015](https://data.gov.ma/data/dataset/statistiques-economiques-et-financieres-par-secteur)
+- **Publisher:** Ministère de l'Economie et des Finances
+- **Resource:** [Statistiques Economiques et Financières au MAROC](http://datagovma.webhi.net/data/fr/dataset/7e8bcb9b-beed-47d2-8cee-1ab24354adea/resource/0d775615-fb85-4bd5-bf32-18d9bb55f68f/download/statistiques-economiques-et-financieres-au-maroc-population-mef-2015-1.xls)
+- **Format:** `XLS`
+- **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` | 2 | 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. | `0d775615-fb85-4bd5-bf32-18d9bb55f68f:population: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. | `Population` |
+| `categories_de_donnees` | `string` | Source column. | `POPULATION` |
+| `unite` | `string` | Source column. | `` |
+| `periode_de_reference` | `float64` | Source column. | `` |
+| `donnees_de_la_periode_de_reference` | `float64` | Source column. | `` |
+| `donnees_de_la_periode_precedente` | `float64` | Source column. | `` |
+| `variation_en` | `float64` | Source column. | `` |
+| `autres_informations_hyperlien` | `string` | Source column. | `` |
+| `source_provider` | `string` | Publishing organization. | `Ministère de l'Economie et des Finances` |
+| `source_dataset` | `string` | Source package title. | `Statistiques Economiques et Financières au 20-05-2015` |
+| `source_resource` | `string` | Source resource title. | `Statistiques Economiques et Financières au MAROC` |
+| `source_package_id` | `string` | CKAN package UUID. | `7e8bcb9b-beed-47d2-8cee-1ab24354adea` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `0d775615-fb85-4bd5-bf32-18d9bb55f68f` |
+| `source_url` | `string` | Original source resource URL. | `http://datagovma.webhi.net/data/fr/dataset/7e8bcb9b-beed-47d2-8cee-1ab24` |
+| `license_id` | `string` | Source license identifier. | `odc-odbl` |
+| `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-16T22:26:50Z` |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("electricsheepafrica/africa-morocco-statistiques-economiques-et-financieres-au-20-05-2015-02ad70f8")
+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_statistiques_economiques_et_financieres_au_20_05_2015_02ad70f8_2026,
+  title        = {Statistiques Economiques et Financières au 20-05-2015 | Africa (Morocco official open data)},
+  author       = {Ministère de l'Economie et des Finances},
+  year         = {2026},
+  url          = {https://data.gov.ma/data/dataset/statistiques-economiques-et-financieres-par-secteur},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-statistiques-economiques-et-financieres-au-20-05-2015-02ad70f8}}
+}
+```
+
+## License
+
+Released under [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/).
+
+Original data (c) Ministère de l'Economie et des Finances. 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:
+http://datagovma.webhi.net/data/fr/dataset/7e8bcb9b-beed-47d2-8cee-1ab24354adea/resource/0d775615-fb85-4bd5-bf32-18d9bb55f68f/download/statistiques-economiques-et-financieres-au-maroc-population-mef-2015-1.xls

data/train-00000-of-00001.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:8e27ea5991da3aa07275b087480fb3353db2072bed81212ce8cc5857f0417733
+size 14696

metadata/source_snapshot.json

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+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "categories_de_donnees",
+    "unite",
+    "periode_de_reference",
+    "donnees_de_la_periode_de_reference",
+    "donnees_de_la_periode_precedente",
+    "variation_en",
+    "autres_informations_hyperlien",
+    "source_provider",
+    "source_dataset",
+    "source_resource",
+    "source_package_id",
+    "source_resource_id",
+    "source_url",
+    "license_id",
+    "retrieved_at"
+  ],
+  "generated_at": "2026-07-16T22:29:50Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-morocco-statistiques-economiques-et-financieres-au-20-05-2015-02ad70f8",
+  "rows": 2,
+  "source": {
+    "api_base_url": "https://data.gov.ma/data",
+    "country_iso3": "MAR",
+    "country_name": "Morocco",
+    "group_names": "finance",
+    "license_id": "odc-odbl",
+    "license_title": "Open Data Commons Open Database License (ODbL)",
+    "license_url": "http://www.opendefinition.org/licenses/odc-odbl",
+    "organization_id": "b428a1d6-2c1b-409a-a7e6-46272f2cf4c9",
+    "organization_name": "ministere-de-l-economie-et-des-finances",
+    "organization_title": "Ministère de l'Economie et des Finances",
+    "package_author": "",
+    "package_id": "7e8bcb9b-beed-47d2-8cee-1ab24354adea",
+    "package_maintainer": "",
+    "package_metadata_created": "2015-03-09T16:29:37.787730",
+    "package_metadata_modified": "2021-12-10T19:47:46.772255",
+    "package_name": "statistiques-economiques-et-financieres-par-secteur",
+    "package_notes": "Statistiques Economiques et Financières au Maroc classées par secteur au 20-05-2015.",
+    "package_page_url": "https://data.gov.ma/data/dataset/statistiques-economiques-et-financieres-par-secteur",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Statistiques Economiques et Financières au 20-05-2015",
+    "package_version": "",
+    "portal_url": "https://data.gov.ma/data",
+    "resource_created": "2017-12-17T10:40:35.325252",
+    "resource_datastore_active": "False",
+    "resource_description": "Statistiques Economiques et Financières au MAROC : Population",
+    "resource_format": "XLS",
+    "resource_hash": "",
+    "resource_id": "0d775615-fb85-4bd5-bf32-18d9bb55f68f",
+    "resource_last_modified": "2017-12-17T10:40:35.300524",
+    "resource_mimetype": "application/vnd.ms-excel",
+    "resource_name": "Statistiques Economiques et Financières au MAROC",
+    "resource_position": "5",
+    "resource_size": "26112",
+    "resource_state": "active",
+    "resource_url": "http://datagovma.webhi.net/data/fr/dataset/7e8bcb9b-beed-47d2-8cee-1ab24354adea/resource/0d775615-fb85-4bd5-bf32-18d9bb55f68f/download/statistiques-economiques-et-financieres-au-maroc-population-mef-2015-1.xls",
+    "retrieved_at": "2026-07-16T17:56:59Z",
+    "tag_names": "finance; secteur; statistique; économie"
+  },
+  "year_max": null,
+  "year_min": null
+}