Add ML-ready official indicator dataset

README.md

@@ -0,0 +1,214 @@
+---
+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
+- ict
+pretty_name: "Activité détaillée des Cours d'appel 2021 | Africa (Morocco official open data)"
+---
+
+# Activité détaillée des Cours d'appel 2021 | Africa (Morocco official open data)
+
+22 rows - 1 Africa country - not-applicable - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-22-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:** [Activité détaillée des Cours d'appel 2021](https://data.gov.ma/data/dataset/activite-detaillee-des-cours-d-appel-2021)
+- **Publisher:** MJ
+- **Resource:** [النشاط المفصل لمحاكم الاستئناف.xlsx](https://data.gov.ma/data/fr/dataset/47979de4-3ac5-42b8-9148-65d800cc53de/resource/127e6045-a98b-481e-ab21-cf0a4c4968ca/download/-.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` | 22 | 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. | `127e6045-a98b-481e-ab21-cf0a4c4968ca:2021:0` |
+| `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. | `الاستئناف بتفصيل2021` |
+| `column` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_2254` | `int64` | Source column. | `1221` |
+| `d_8323` | `int64` | Source column. | `2460` |
+| `d_602` | `int64` | Source column. | `185` |
+| `d_566` | `int64` | Source column. | `763` |
+| `d_2702` | `int64` | Source column. | `154` |
+| `d_105` | `int64` | Source column. | `161` |
+| `d_3148` | `int64` | Source column. | `1904` |
+| `d_8116` | `int64` | Source column. | `1673` |
+| `d_225` | `int64` | Source column. | `0` |
+| `d_3085` | `int64` | Source column. | `1904` |
+| `d_0` | `int64` | Source column. | `0` |
+| `d_29126` | `int64` | Source column. | `10425` |
+| `column_2` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_2111` | `int64` | Source column. | `1283` |
+| `d_8788` | `int64` | Source column. | `2358` |
+| `d_886` | `int64` | Source column. | `85` |
+| `d_727` | `int64` | Source column. | `298` |
+| `d_2874` | `int64` | Source column. | `55` |
+| `d_104` | `int64` | Source column. | `124` |
+| `d_2632` | `int64` | Source column. | `1182` |
+| `d_8836` | `int64` | Source column. | `1637` |
+| `d_217` | `int64` | Source column. | `0` |
+| `d_3442` | `int64` | Source column. | `2189` |
+| `d_0_2` | `int64` | Source column. | `0` |
+| `d_30617` | `int64` | Source column. | `9211` |
+| `column_3` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_378` | `int64` | Source column. | `337` |
+| `d_834` | `int64` | Source column. | `3318` |
+| `d_7` | `int64` | Source column. | `311` |
+| `d_119` | `int64` | Source column. | `1150` |
+| `d_330` | `int64` | Source column. | `283` |
+| `d_1` | `int64` | Source column. | `51` |
+| `d_999` | `int64` | Source column. | `2400` |
+| `d_25` | `int64` | Source column. | `921` |
+| `d_23` | `int64` | Source column. | `0` |
+| `d_169` | `int64` | Source column. | `2675` |
+| `d_0_3` | `int64` | Source column. | `0` |
+| `d_2885` | `int64` | Source column. | `11446` |
+| `column_4` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_358` | `int64` | Source column. | `285` |
+| `d_1798` | `int64` | Source column. | `1817` |
+| `d_340` | `int64` | Source column. | `197` |
+| `d_221` | `int64` | Source column. | `79` |
+| `d_2627` | `int64` | Source column. | `1795` |
+| `d_1898` | `int64` | Source column. | `1438` |
+| `d_37` | `int64` | Source column. | `34` |
+| `d_40` | `int64` | Source column. | `16` |
+| `d_14696` | `int64` | Source column. | `7578` |
+| `d_331` | `int64` | Source column. | `235` |
+| `d_603` | `int64` | Source column. | `1016` |
+| `d_2310` | `int64` | Source column. | `2401` |
+| `d_25259` | `int64` | Source column. | `16891` |
+| `column_5` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_325` | `int64` | Source column. | `297` |
+| `d_2331` | `int64` | Source column. | `1979` |
+| `d_321` | `int64` | Source column. | `173` |
+| `d_93` | `int64` | Source column. | `84` |
+| `d_2601` | `int64` | Source column. | `1335` |
+| `1975` | `int64` | Source column. | `1292` |
+| `d_35` | `int64` | Source column. | `24` |
+| `d_31` | `int64` | Source column. | `31` |
+| `d_14250` | `int64` | Source column. | `6392` |
+| `d_336` | `int64` | Source column. | `173` |
+| `d_561` | `int64` | Source column. | `863` |
+| `d_2287` | `int64` | Source column. | `2432` |
+| `d_25146` | `int64` | Source column. | `15075` |
+| `column_6` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_77` | `int64` | Source column. | `288` |
+| `d_134` | `int64` | Source column. | `1289` |
+| `d_82` | `int64` | Source column. | `149` |
+| `d_129` | `int64` | Source column. | `39` |
+| `d_956` | `int64` | Source column. | `1687` |
+| `d_99` | `int64` | Source column. | `956` |
+| `d_16` | `int64` | Source column. | `63` |
+| `d_23_2` | `int64` | Source column. | `28` |
+| `d_1739` | `int64` | Source column. | `2811` |
+| `d_30` | `int64` | Source column. | `145` |
+| `d_88` | `int64` | Source column. | `818` |
+| `d_100` | `int64` | Source column. | `10` |
+| `d_3473` | `int64` | Source column. | `8283` |
+| `source_provider` | `string` | Publishing organization. | `MJ` |
+| `source_dataset` | `string` | Source package title. | `Activité détaillée des Cours d'appel 2021` |
+| `source_resource` | `string` | Source resource title. | `النشاط المفصل لمحاكم الاستئناف.xlsx` |
+| `source_package_id` | `string` | CKAN package UUID. | `47979de4-3ac5-42b8-9148-65d800cc53de` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `127e6045-a98b-481e-ab21-cf0a4c4968ca` |
+| `source_url` | `string` | Original source resource URL. | `https://data.gov.ma/data/fr/dataset/47979de4-3ac5-42b8-9148-65d800cc53de` |
+| `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-activite-detaillee-des-cours-d-appel-2021-63ccc93e")
+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_activite_detaillee_des_cours_d_appel_2021_63ccc93e_2026,
+  title        = {Activité détaillée des Cours d'appel 2021 | Africa (Morocco official open data)},
+  author       = {MJ},
+  year         = {2026},
+  url          = {https://data.gov.ma/data/dataset/activite-detaillee-des-cours-d-appel-2021},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-2021-63ccc93e}}
+}
+```
+
+## License
+
+Released under [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/).
+
+Original data (c) MJ. 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/47979de4-3ac5-42b8-9148-65d800cc53de/resource/127e6045-a98b-481e-ab21-cf0a4c4968ca/download/-.xlsx

data/train-00000-of-00001.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:28a00c57f341de9792e74eed3237ed27848ba8e1f2c549d1c53d278134345b83
+size 62887

metadata/source_snapshot.json

@@ -0,0 +1,144 @@
+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "column",
+    "d_2254",
+    "d_8323",
+    "d_602",
+    "d_566",
+    "d_2702",
+    "d_105",
+    "d_3148",
+    "d_8116",
+    "d_225",
+    "d_3085",
+    "d_0",
+    "d_29126",
+    "column_2",
+    "d_2111",
+    "d_8788",
+    "d_886",
+    "d_727",
+    "d_2874",
+    "d_104",
+    "d_2632",
+    "d_8836",
+    "d_217",
+    "d_3442",
+    "d_0_2",
+    "d_30617",
+    "column_3",
+    "d_378",
+    "d_834",
+    "d_7",
+    "d_119",
+    "d_330",
+    "d_1",
+    "d_999",
+    "d_25",
+    "d_23",
+    "d_169",
+    "d_0_3",
+    "d_2885",
+    "column_4",
+    "d_358",
+    "d_1798",
+    "d_340",
+    "d_221",
+    "d_2627",
+    "d_1898",
+    "d_37",
+    "d_40",
+    "d_14696",
+    "d_331",
+    "d_603",
+    "d_2310",
+    "d_25259",
+    "column_5",
+    "d_325",
+    "d_2331",
+    "d_321",
+    "d_93",
+    "d_2601",
+    "1975",
+    "d_35",
+    "d_31",
+    "d_14250",
+    "d_336",
+    "d_561",
+    "d_2287",
+    "d_25146",
+    "column_6",
+    "d_77",
+    "d_134",
+    "d_82",
+    "d_129",
+    "d_956",
+    "d_99",
+    "d_16",
+    "d_23_2",
+    "d_1739",
+    "d_30",
+    "d_88",
+    "d_100",
+    "d_3473",
+    "source_provider",
+    "source_dataset",
+    "source_resource",
+    "source_package_id",
+    "source_resource_id",
+    "source_url",
+    "license_id",
+    "retrieved_at"
+  ],
+  "generated_at": "2026-07-16T22:12:46Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-2021-63ccc93e",
+  "rows": 22,
+  "source": {
+    "api_base_url": "https://data.gov.ma/data",
+    "country_iso3": "MAR",
+    "country_name": "Morocco",
+    "group_names": "justice",
+    "license_id": "odc-odbl",
+    "license_title": "Open Data Commons Open Database License (ODbL)",
+    "license_url": "http://www.opendefinition.org/licenses/odc-odbl",
+    "organization_id": "3eb339a5-98cb-4a81-b50b-d304fa83e967",
+    "organization_name": "ministere-de-la-justice-et-des-libertes",
+    "organization_title": "MJ",
+    "package_author": "",
+    "package_id": "47979de4-3ac5-42b8-9148-65d800cc53de",
+    "package_maintainer": "",
+    "package_metadata_created": "2022-03-22T10:00:50.562891",
+    "package_metadata_modified": "2022-03-22T10:00:58.769353",
+    "package_name": "activite-detaillee-des-cours-d-appel-2021",
+    "package_notes": "Ce fichier présente l’activité détaillée des Cours d'appel au titre de l’année 2021",
+    "package_page_url": "https://data.gov.ma/data/dataset/activite-detaillee-des-cours-d-appel-2021",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Activité détaillée des Cours d'appel 2021",
+    "package_version": "",
+    "portal_url": "https://data.gov.ma/data",
+    "resource_created": "2022-03-22T10:00:58.502458",
+    "resource_datastore_active": "False",
+    "resource_description": "",
+    "resource_format": "XLSX",
+    "resource_hash": "",
+    "resource_id": "127e6045-a98b-481e-ab21-cf0a4c4968ca",
+    "resource_last_modified": "2022-03-22T10:00:58.480320",
+    "resource_mimetype": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+    "resource_name": "النشاط المفصل لمحاكم الاستئناف.xlsx",
+    "resource_position": "1",
+    "resource_size": "47280",
+    "resource_state": "active",
+    "resource_url": "https://data.gov.ma/data/fr/dataset/47979de4-3ac5-42b8-9148-65d800cc53de/resource/127e6045-a98b-481e-ab21-cf0a4c4968ca/download/-.xlsx",
+    "retrieved_at": "2026-07-16T17:56:59Z",
+    "tag_names": "activité; appel; juridictions; justice"
+  },
+  "year_max": null,
+  "year_min": null
+}