Add ML-ready official indicator dataset

README.md

@@ -0,0 +1,238 @@
+---
+license: odbl
+language:
+- en
+task_categories:
+- tabular-classification
+- tabular-regression
+multilinguality: monolingual
+size_categories:
+- 1K<n<10K
+tags:
+- tabular
+- xls
+- africa
+- morocco
+- official-statistics
+- open-data
+pretty_name: "Budget de fonctionnement et d'équipement de la commune AIT MELLOUL | Africa (Morocco official open data)"
+---
+
+# Budget de fonctionnement et d'équipement de la commune AIT MELLOUL | Africa (Morocco official open data)
+
+2,966 rows - 1 Africa country - not-applicable - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-2966-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:** [Budget de fonctionnement et d'équipement de la commune AIT MELLOUL](https://data.gov.ma/data/dataset/budget-de-fonctionnement-et-d-equipement-de-la-commune-ait-melloul-de-l-annee-2024)
+- **Publisher:** Commune Ait Melloul
+- **Resource:** [Programmation Budget Initial 2025.xls](https://data.gov.ma/data/dataset/444e3862-cd01-4f70-81c7-c95a132a1d1d/resource/3054be66-e8cb-47ad-b14c-6030731bf2c9/download/programmation-budget-initial-2025.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` | 2,966 | 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. | `3054be66-e8cb-47ad-b14c-6030731bf2c9:programmationbudgetaire: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. | `programmationBudgetaire` |
+| `code_fonc` | `string` | Source column. | `` |
+| `column_2` | `string` | Source column. | `` |
+| `column_3` | `float64` | Source column. | `` |
+| `column_4` | `string` | Source column. | `` |
+| `column_5` | `string` | Source column. | `` |
+| `column_6` | `float64` | Source column. | `` |
+| `column_7` | `string` | Source column. | `` |
+| `code_econ` | `string` | Source column. | `` |
+| `column_9` | `string` | Source column. | `` |
+| `column_10` | `string` | Source column. | `` |
+| `column_11` | `string` | Source column. | `` |
+| `column_12` | `string` | Source column. | `` |
+| `column` | `string` | Source column. | `Code budgétaire` |
+| `column_14` | `string` | Source column. | `` |
+| `column_15` | `string` | Source column. | `` |
+| `column_16` | `float64` | Source column. | `` |
+| `column_17` | `string` | Source column. | `` |
+| `column_18` | `float64` | Source column. | `` |
+| `column_19` | `string` | Source column. | `` |
+| `column_20` | `string` | Source column. | `` |
+| `column_21` | `float64` | Source column. | `` |
+| `column_22` | `string` | Source column. | `` |
+| `column_23` | `string` | Source column. | `` |
+| `column_24` | `string` | Source column. | `` |
+| `column_25` | `string` | Source column. | `` |
+| `column_26` | `string` | Source column. | `` |
+| `column_27` | `float64` | Source column. | `` |
+| `nature_recettes_de_fonctionnement` | `string` | Source column. | `` |
+| `column_29` | `string` | Source column. | `` |
+| `column_30` | `string` | Source column. | `` |
+| `column_31` | `string` | Source column. | `` |
+| `column_32` | `string` | Source column. | `` |
+| `column_33` | `string` | Source column. | `` |
+| `column_34` | `string` | Source column. | `` |
+| `column_35` | `string` | Source column. | `` |
+| `column_36` | `string` | Source column. | `` |
+| `column_37` | `string` | Source column. | `` |
+| `column_38` | `string` | Source column. | `` |
+| `column_39` | `string` | Source column. | `` |
+| `column_40` | `string` | Source column. | `` |
+| `column_41` | `string` | Source column. | `` |
+| `column_42` | `string` | Source column. | `` |
+| `column_43` | `float64` | Source column. | `` |
+| `column_44` | `string` | Source column. | `` |
+| `column_45` | `string` | Source column. | `` |
+| `column_46` | `string` | Source column. | `` |
+| `column_47` | `string` | Source column. | `` |
+| `column_48` | `string` | Source column. | `` |
+| `column_49` | `string` | Source column. | `` |
+| `column_50` | `string` | Source column. | `` |
+| `column_51` | `string` | Source column. | `` |
+| `column_52` | `string` | Source column. | `` |
+| `column_53` | `string` | Source column. | `` |
+| `admises` | `float64` | Source column. | `` |
+| `column_55` | `float64` | Source column. | `` |
+| `column_56` | `string` | Source column. | `` |
+| `column_57` | `string` | Source column. | `` |
+| `column_58` | `string` | Source column. | `` |
+| `column_59` | `float64` | Source column. | `` |
+| `column_60` | `float64` | Source column. | `` |
+| `column_61` | `string` | Source column. | `` |
+| `column_62` | `string` | Source column. | `` |
+| `column_63` | `string` | Source column. | `` |
+| `proposees` | `float64` | Source column. | `` |
+| `column_65` | `string` | Source column. | `` |
+| `column_66` | `string` | Source column. | `` |
+| `column_67` | `float64` | Source column. | `` |
+| `column_68` | `string` | Source column. | `` |
+| `column_69` | `float64` | Source column. | `` |
+| `column_70` | `string` | Source column. | `` |
+| `column_71` | `string` | Source column. | `` |
+| `column_72` | `string` | Source column. | `` |
+| `column_8` | `string` | Source column. | `` |
+| `column_74` | `string` | Source column. | `` |
+| `column_75` | `float64` | Source column. | `` |
+| `column_76` | `string` | Source column. | `` |
+| `column_77` | `string` | Source column. | `` |
+| `column_78` | `float64` | Source column. | `` |
+| `column_79` | `string` | Source column. | `` |
+| `column_80` | `string` | Source column. | `` |
+| `column_81` | `string` | Source column. | `` |
+| `column_82` | `string` | Source column. | `` |
+| `column_83` | `string` | Source column. | `` |
+| `column_84` | `string` | Source column. | `` |
+| `observations` | `string` | Source column. | `` |
+| `column_86` | `string` | Source column. | `` |
+| `column_87` | `string` | Source column. | `` |
+| `column_88` | `string` | Source column. | `` |
+| `column_89` | `string` | Source column. | `` |
+| `column_90` | `string` | Source column. | `` |
+| `column_91` | `string` | Source column. | `` |
+| `column_92` | `string` | Source column. | `` |
+| `column_93` | `string` | Source column. | `` |
+| `column_94` | `float64` | Source column. | `` |
+| `column_95` | `string` | Source column. | `` |
+| `column_96` | `string` | Source column. | `` |
+| `column_97` | `string` | Source column. | `` |
+| `column_98` | `float64` | Source column. | `` |
+| `column_99` | `float64` | Source column. | `` |
+| `column_100` | `float64` | Source column. | `` |
+| `column_101` | `float64` | Source column. | `` |
+| `column_102` | `float64` | Source column. | `` |
+| `column_103` | `float64` | Source column. | `` |
+| `column_104` | `float64` | Source column. | `` |
+| `column_105` | `string` | Source column. | `` |
+| `column_106` | `string` | Source column. | `` |
+| `source_provider` | `string` | Publishing organization. | `Commune Ait Melloul` |
+| `source_dataset` | `string` | Source package title. | `Budget de fonctionnement et d'équipement de la commune AIT MELLOUL` |
+| `source_resource` | `string` | Source resource title. | `Programmation Budget Initial 2025.xls` |
+| `source_package_id` | `string` | CKAN package UUID. | `444e3862-cd01-4f70-81c7-c95a132a1d1d` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `3054be66-e8cb-47ad-b14c-6030731bf2c9` |
+| `source_url` | `string` | Original source resource URL. | `https://data.gov.ma/data/dataset/444e3862-cd01-4f70-81c7-c95a132a1d1d/re` |
+| `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-budget-de-fonctionnement-et-d-equipement-de-la-commune-ait-41765539")
+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_budget_de_fonctionnement_et_d_equipement_de_la_commune_ait_417655_2026,
+  title        = {Budget de fonctionnement et d'équipement de la commune AIT MELLOUL | Africa (Morocco official open data)},
+  author       = {Commune Ait Melloul},
+  year         = {2026},
+  url          = {https://data.gov.ma/data/dataset/budget-de-fonctionnement-et-d-equipement-de-la-commune-ait-melloul-de-l-annee-2024},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-budget-de-fonctionnement-et-d-equipement-de-la-commune-ait-41765539}}
+}
+```
+
+## License
+
+Released under [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/).
+
+Original data (c) Commune Ait Melloul. 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/444e3862-cd01-4f70-81c7-c95a132a1d1d/resource/3054be66-e8cb-47ad-b14c-6030731bf2c9/download/programmation-budget-initial-2025.xls

data/train-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e52e03d382cb1708c9a2b2ace0fe0591e016f6b9acb9a1be9b84e7807fd83f5
+size 124913

metadata/source_snapshot.json

@@ -0,0 +1,169 @@
+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "code_fonc",
+    "column_2",
+    "column_3",
+    "column_4",
+    "column_5",
+    "column_6",
+    "column_7",
+    "code_econ",
+    "column_9",
+    "column_10",
+    "column_11",
+    "column_12",
+    "column",
+    "column_14",
+    "column_15",
+    "column_16",
+    "column_17",
+    "column_18",
+    "column_19",
+    "column_20",
+    "column_21",
+    "column_22",
+    "column_23",
+    "column_24",
+    "column_25",
+    "column_26",
+    "column_27",
+    "nature_recettes_de_fonctionnement",
+    "column_29",
+    "column_30",
+    "column_31",
+    "column_32",
+    "column_33",
+    "column_34",
+    "column_35",
+    "column_36",
+    "column_37",
+    "column_38",
+    "column_39",
+    "column_40",
+    "column_41",
+    "column_42",
+    "column_43",
+    "column_44",
+    "column_45",
+    "column_46",
+    "column_47",
+    "column_48",
+    "column_49",
+    "column_50",
+    "column_51",
+    "column_52",
+    "column_53",
+    "admises",
+    "column_55",
+    "column_56",
+    "column_57",
+    "column_58",
+    "column_59",
+    "column_60",
+    "column_61",
+    "column_62",
+    "column_63",
+    "proposees",
+    "column_65",
+    "column_66",
+    "column_67",
+    "column_68",
+    "column_69",
+    "column_70",
+    "column_71",
+    "column_72",
+    "column_8",
+    "column_74",
+    "column_75",
+    "column_76",
+    "column_77",
+    "column_78",
+    "column_79",
+    "column_80",
+    "column_81",
+    "column_82",
+    "column_83",
+    "column_84",
+    "observations",
+    "column_86",
+    "column_87",
+    "column_88",
+    "column_89",
+    "column_90",
+    "column_91",
+    "column_92",
+    "column_93",
+    "column_94",
+    "column_95",
+    "column_96",
+    "column_97",
+    "column_98",
+    "column_99",
+    "column_100",
+    "column_101",
+    "column_102",
+    "column_103",
+    "column_104",
+    "column_105",
+    "column_106",
+    "source_provider",
+    "source_dataset",
+    "source_resource",
+    "source_package_id",
+    "source_resource_id",
+    "source_url",
+    "license_id",
+    "retrieved_at"
+  ],
+  "generated_at": "2026-07-16T22:27:11Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-morocco-budget-de-fonctionnement-et-d-equipement-de-la-commune-ait-41765539",
+  "rows": 2966,
+  "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": "https://opendefinition.org/licenses/odc-odbl",
+    "organization_id": "2f2d3a64-b627-4cd2-ac41-6b7e610e8cfd",
+    "organization_name": "commune-ait-melloul",
+    "organization_title": "Commune Ait Melloul",
+    "package_author": "",
+    "package_id": "444e3862-cd01-4f70-81c7-c95a132a1d1d",
+    "package_maintainer": "",
+    "package_metadata_created": "2024-08-13T08:46:04.255549",
+    "package_metadata_modified": "2025-01-09T11:21:24.002919",
+    "package_name": "budget-de-fonctionnement-et-d-equipement-de-la-commune-ait-melloul-de-l-annee-2024",
+    "package_notes": "Ce fichier présente les recettes et les crédits du budget de fonctionnement et d'équipement de la commune AIT MELLOUL",
+    "package_page_url": "https://data.gov.ma/data/dataset/budget-de-fonctionnement-et-d-equipement-de-la-commune-ait-melloul-de-l-annee-2024",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Budget de fonctionnement et d'équipement de la commune AIT MELLOUL",
+    "package_version": "",
+    "portal_url": "https://data.gov.ma/data",
+    "resource_created": "2025-01-09T11:21:05.960711",
+    "resource_datastore_active": "False",
+    "resource_description": "",
+    "resource_format": "XLS",
+    "resource_hash": "",
+    "resource_id": "3054be66-e8cb-47ad-b14c-6030731bf2c9",
+    "resource_last_modified": "2025-01-09T11:21:05.927092",
+    "resource_mimetype": "application/vnd.ms-excel",
+    "resource_name": "Programmation Budget Initial 2025.xls",
+    "resource_position": "1",
+    "resource_size": "1636352",
+    "resource_state": "active",
+    "resource_url": "https://data.gov.ma/data/dataset/444e3862-cd01-4f70-81c7-c95a132a1d1d/resource/3054be66-e8cb-47ad-b14c-6030731bf2c9/download/programmation-budget-initial-2025.xls",
+    "retrieved_at": "2026-07-16T17:56:59Z",
+    "tag_names": "budget; crédit; focntionnement; recette; équipement"
+  },
+  "year_max": null,
+  "year_min": null
+}