Add ML-ready official indicator dataset

README.md

@@ -0,0 +1,272 @@
+---
+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: "Activité détaillée des Cours d'appel | Africa (Morocco official open data)"
+---
+
+# Activité détaillée des Cours d'appel | Africa (Morocco official open data)
+
+23 rows - 1 Africa country - not-applicable - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-23-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](https://data.gov.ma/data/dataset/activite-detaillee-des-cours-d-appel-en-2023_)
+- **Publisher:** MJ
+- **Resource:** [النشاط المفصل لمحاكم الاستئناف سنة 2023.xlsx](https://data.gov.ma/data/ar/dataset/e662a834-ae34-41c9-8de8-881a13f53c73/resource/5025380c-3b50-429b-ab59-288459842e8e/download/-2023.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` | 23 | 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. | `5025380c-3b50-429b-ab59-288459842e8e:2023:0` |
+| `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 بتفصيل2023` |
+| `column` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_46` | `float64` | Source column. | `278.0` |
+| `d_2569` | `float64` | Source column. | `2293.0` |
+| `d_36` | `float64` | Source column. | `194.0` |
+| `d_327` | `float64` | Source column. | `481.0` |
+| `d_105` | `float64` | Source column. | `244.0` |
+| `d_47` | `float64` | Source column. | `221.0` |
+| `d_3` | `float64` | Source column. | `5.0` |
+| `d_687` | `float64` | Source column. | `1502.0` |
+| `d_3256` | `float64` | Source column. | `620.0` |
+| `d_69` | `float64` | Source column. | `1.0` |
+| `d_632` | `float64` | Source column. | `668.0` |
+| `d_1068` | `float64` | Source column. | `920.0` |
+| `d_8845` | `float64` | Source column. | `7427.0` |
+| `column_2` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_1396` | `float64` | Source column. | `1106.0` |
+| `d_6301` | `float64` | Source column. | `2551.0` |
+| `d_46_2` | `float64` | Source column. | `209.0` |
+| `d_430` | `float64` | Source column. | `613.0` |
+| `d_83` | `float64` | Source column. | `183.0` |
+| `d_183` | `float64` | Source column. | `240.0` |
+| `d_138` | `float64` | Source column. | `248.0` |
+| `d_2566` | `float64` | Source column. | `1530.0` |
+| `d_10231` | `float64` | Source column. | `1783.0` |
+| `d_351` | `float64` | Source column. | `0.0` |
+| `d_1563` | `float64` | Source column. | `1395.0` |
+| `d_4132` | `float64` | Source column. | `861.0` |
+| `d_27420` | `float64` | Source column. | `10719.0` |
+| `column_3` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_1442` | `float64` | Source column. | `1384.0` |
+| `d_8870` | `float64` | Source column. | `4844.0` |
+| `d_82` | `float64` | Source column. | `403.0` |
+| `d_757` | `float64` | Source column. | `1094.0` |
+| `d_188` | `float64` | Source column. | `427.0` |
+| `d_230` | `float64` | Source column. | `461.0` |
+| `d_141` | `float64` | Source column. | `253.0` |
+| `d_3253` | `float64` | Source column. | `3032.0` |
+| `d_13487` | `float64` | Source column. | `2403.0` |
+| `d_420` | `float64` | Source column. | `1.0` |
+| `d_2195` | `float64` | Source column. | `2063.0` |
+| `d_5200` | `float64` | Source column. | `1781.0` |
+| `d_36265` | `float64` | Source column. | `18146.0` |
+| `column_4` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_1280` | `float64` | Source column. | `1025.0` |
+| `d_6153` | `float64` | Source column. | `3124.0` |
+| `d_46_3` | `float64` | Source column. | `193.0` |
+| `d_434` | `float64` | Source column. | `551.0` |
+| `d_86` | `float64` | Source column. | `129.0` |
+| `d_193` | `float64` | Source column. | `243.0` |
+| `d_126` | `float64` | Source column. | `222.0` |
+| `d_2182` | `float64` | Source column. | `1646.0` |
+| `d_10427` | `float64` | Source column. | `1959.0` |
+| `d_325` | `float64` | Source column. | `0.0` |
+| `d_1561` | `float64` | Source column. | `1151.0` |
+| `d_4128` | `float64` | Source column. | `1128.0` |
+| `d_26941` | `float64` | Source column. | `11371.0` |
+| `column_5` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_162` | `float64` | Source column. | `359.0` |
+| `d_2717` | `float64` | Source column. | `1720.0` |
+| `d_36_2` | `float64` | Source column. | `210.0` |
+| `d_323` | `float64` | Source column. | `543.0` |
+| `d_102` | `float64` | Source column. | `298.0` |
+| `d_37` | `float64` | Source column. | `218.0` |
+| `d_15` | `float64` | Source column. | `31.0` |
+| `d_1071` | `float64` | Source column. | `1386.0` |
+| `d_3060` | `float64` | Source column. | `444.0` |
+| `d_95` | `float64` | Source column. | `1.0` |
+| `d_634` | `float64` | Source column. | `912.0` |
+| `d_1072` | `float64` | Source column. | `653.0` |
+| `d_9324` | `float64` | Source column. | `6775.0` |
+| `column_6` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_180` | `float64` | Source column. | `247.0` |
+| `d_1601` | `float64` | Source column. | `1248.0` |
+| `d_239` | `float64` | Source column. | `89.0` |
+| `d_82_2` | `float64` | Source column. | `82.0` |
+| `d_1536` | `float64` | Source column. | `1861.0` |
+| `d_372` | `float64` | Source column. | `890.0` |
+| `d_24` | `float64` | Source column. | `51.0` |
+| `d_34` | `float64` | Source column. | `22.0` |
+| `d_2394` | `float64` | Source column. | `2316.0` |
+| `d_57` | `float64` | Source column. | `44.0` |
+| `d_54` | `float64` | Source column. | `653.0` |
+| `d_682` | `float64` | Source column. | `18.0` |
+| `d_7255` | `float64` | Source column. | `7521.0` |
+| `column_7` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_619` | `float64` | Source column. | `357.0` |
+| `d_2484` | `float64` | Source column. | `1847.0` |
+| `d_347` | `float64` | Source column. | `290.0` |
+| `d_370` | `float64` | Source column. | `475.0` |
+| `d_3056` | `float64` | Source column. | `1851.0` |
+| `d_3281` | `float64` | Source column. | `3258.0` |
+| `d_29` | `float64` | Source column. | `41.0` |
+| `d_28` | `float64` | Source column. | `67.0` |
+| `d_19573` | `float64` | Source column. | `13692.0` |
+| `d_567` | `float64` | Source column. | `332.0` |
+| `d_3517` | `float64` | Source column. | `9317.0` |
+| `d_3779` | `float64` | Source column. | `2553.0` |
+| `d_37650` | `float64` | Source column. | `34080.0` |
+| `column_8` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_799` | `float64` | Source column. | `604.0` |
+| `d_4085` | `float64` | Source column. | `3095.0` |
+| `d_586` | `float64` | Source column. | `379.0` |
+| `d_452` | `float64` | Source column. | `557.0` |
+| `d_4592` | `float64` | Source column. | `3712.0` |
+| `d_3653` | `float64` | Source column. | `4148.0` |
+| `d_53` | `float64` | Source column. | `92.0` |
+| `d_62` | `float64` | Source column. | `89.0` |
+| `d_21967` | `float64` | Source column. | `16008.0` |
+| `d_624` | `float64` | Source column. | `376.0` |
+| `d_3571` | `float64` | Source column. | `9970.0` |
+| `d_4461` | `float64` | Source column. | `2571.0` |
+| `d_44905` | `float64` | Source column. | `41601.0` |
+| `column_9` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_211` | `float64` | Source column. | `252.0` |
+| `d_2130` | `float64` | Source column. | `1440.0` |
+| `d_388` | `float64` | Source column. | `340.0` |
+| `d_247` | `float64` | Source column. | `207.0` |
+| `d_3974` | `float64` | Source column. | `2320.0` |
+| `d_2238` | `float64` | Source column. | `1986.0` |
+| `d_19` | `float64` | Source column. | `43.0` |
+| `d_22` | `float64` | Source column. | `53.0` |
+| `d_17901` | `float64` | Source column. | `9263.0` |
+| `d_546` | `float64` | Source column. | `219.0` |
+| `d_2105` | `float64` | Source column. | `2216.0` |
+| `d_3743` | `float64` | Source column. | `2505.0` |
+| `d_33524` | `float64` | Source column. | `20844.0` |
+| `column_10` | `string` | Source column. | `محكمة الاستئناف بالرباط` |
+| `d_588` | `float64` | Source column. | `352.0` |
+| `1955` | `float64` | Source column. | `1655.0` |
+| `d_198` | `float64` | Source column. | `39.0` |
+| `d_205` | `float64` | Source column. | `350.0` |
+| `d_618` | `float64` | Source column. | `1392.0` |
+| `d_1415` | `float64` | Source column. | `2162.0` |
+| `d_34_2` | `float64` | Source column. | `49.0` |
+| `d_40` | `float64` | Source column. | `36.0` |
+| `d_4066` | `float64` | Source column. | `6745.0` |
+| `d_78` | `float64` | Source column. | `157.0` |
+| `d_1466` | `float64` | Source column. | `7754.0` |
+| `d_718` | `float64` | Source column. | `66.0` |
+| `d_11381` | `float64` | Source column. | `20757.0` |
+| `source_provider` | `string` | Publishing organization. | `MJ` |
+| `source_dataset` | `string` | Source package title. | `Activité détaillée des Cours d'appel` |
+| `source_resource` | `string` | Source resource title. | `النشاط المفصل لمحاكم الاستئناف سنة 2023.xlsx` |
+| `source_package_id` | `string` | CKAN package UUID. | `e662a834-ae34-41c9-8de8-881a13f53c73` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `5025380c-3b50-429b-ab59-288459842e8e` |
+| `source_url` | `string` | Original source resource URL. | `https://data.gov.ma/data/ar/dataset/e662a834-ae34-41c9-8de8-881a13f53c73` |
+| `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-84d6dd00")
+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_84d6dd00_2026,
+  title        = {Activité détaillée des Cours d'appel | Africa (Morocco official open data)},
+  author       = {MJ},
+  year         = {2026},
+  url          = {https://data.gov.ma/data/dataset/activite-detaillee-des-cours-d-appel-en-2023_},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-84d6dd00}}
+}
+```
+
+## 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/ar/dataset/e662a834-ae34-41c9-8de8-881a13f53c73/resource/5025380c-3b50-429b-ab59-288459842e8e/download/-2023.xlsx

data/train-00000-of-00001.parquet

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+oid sha256:e1f4ddb21967e77086388734599499ba5763ca2667d4a17e8f9bd9de7aaf0b7b
+size 104757

metadata/source_snapshot.json

@@ -0,0 +1,203 @@
+{
+  "columns": [
+    "source_record_id",
+    "country_iso3",
+    "country_name",
+    "source_sheet",
+    "column",
+    "d_46",
+    "d_2569",
+    "d_36",
+    "d_327",
+    "d_105",
+    "d_47",
+    "d_3",
+    "d_687",
+    "d_3256",
+    "d_69",
+    "d_632",
+    "d_1068",
+    "d_8845",
+    "column_2",
+    "d_1396",
+    "d_6301",
+    "d_46_2",
+    "d_430",
+    "d_83",
+    "d_183",
+    "d_138",
+    "d_2566",
+    "d_10231",
+    "d_351",
+    "d_1563",
+    "d_4132",
+    "d_27420",
+    "column_3",
+    "d_1442",
+    "d_8870",
+    "d_82",
+    "d_757",
+    "d_188",
+    "d_230",
+    "d_141",
+    "d_3253",
+    "d_13487",
+    "d_420",
+    "d_2195",
+    "d_5200",
+    "d_36265",
+    "column_4",
+    "d_1280",
+    "d_6153",
+    "d_46_3",
+    "d_434",
+    "d_86",
+    "d_193",
+    "d_126",
+    "d_2182",
+    "d_10427",
+    "d_325",
+    "d_1561",
+    "d_4128",
+    "d_26941",
+    "column_5",
+    "d_162",
+    "d_2717",
+    "d_36_2",
+    "d_323",
+    "d_102",
+    "d_37",
+    "d_15",
+    "d_1071",
+    "d_3060",
+    "d_95",
+    "d_634",
+    "d_1072",
+    "d_9324",
+    "column_6",
+    "d_180",
+    "d_1601",
+    "d_239",
+    "d_82_2",
+    "d_1536",
+    "d_372",
+    "d_24",
+    "d_34",
+    "d_2394",
+    "d_57",
+    "d_54",
+    "d_682",
+    "d_7255",
+    "column_7",
+    "d_619",
+    "d_2484",
+    "d_347",
+    "d_370",
+    "d_3056",
+    "d_3281",
+    "d_29",
+    "d_28",
+    "d_19573",
+    "d_567",
+    "d_3517",
+    "d_3779",
+    "d_37650",
+    "column_8",
+    "d_799",
+    "d_4085",
+    "d_586",
+    "d_452",
+    "d_4592",
+    "d_3653",
+    "d_53",
+    "d_62",
+    "d_21967",
+    "d_624",
+    "d_3571",
+    "d_4461",
+    "d_44905",
+    "column_9",
+    "d_211",
+    "d_2130",
+    "d_388",
+    "d_247",
+    "d_3974",
+    "d_2238",
+    "d_19",
+    "d_22",
+    "d_17901",
+    "d_546",
+    "d_2105",
+    "d_3743",
+    "d_33524",
+    "column_10",
+    "d_588",
+    "1955",
+    "d_198",
+    "d_205",
+    "d_618",
+    "d_1415",
+    "d_34_2",
+    "d_40",
+    "d_4066",
+    "d_78",
+    "d_1466",
+    "d_718",
+    "d_11381",
+    "source_provider",
+    "source_dataset",
+    "source_resource",
+    "source_package_id",
+    "source_resource_id",
+    "source_url",
+    "license_id",
+    "retrieved_at"
+  ],
+  "generated_at": "2026-07-16T21:32:31Z",
+  "indicator_count": 0,
+  "mode": "tabular_resource",
+  "repo_id": "electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-84d6dd00",
+  "rows": 23,
+  "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": "https://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": "e662a834-ae34-41c9-8de8-881a13f53c73",
+    "package_maintainer": "",
+    "package_metadata_created": "2024-05-23T14:26:53.227915",
+    "package_metadata_modified": "2026-07-07T09:54:39.177881",
+    "package_name": "activite-detaillee-des-cours-d-appel-en-2023_",
+    "package_notes": "Ce fichier présente l'activité détaillée des Cours d'appel",
+    "package_page_url": "https://data.gov.ma/data/dataset/activite-detaillee-des-cours-d-appel-en-2023_",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Activité détaillée des Cours d'appel",
+    "package_version": "",
+    "portal_url": "https://data.gov.ma/data",
+    "resource_created": "2025-09-26T20:44:51.986062",
+    "resource_datastore_active": "False",
+    "resource_description": "",
+    "resource_format": "XLSX",
+    "resource_hash": "",
+    "resource_id": "5025380c-3b50-429b-ab59-288459842e8e",
+    "resource_last_modified": "2025-09-26T20:44:51.950209",
+    "resource_mimetype": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+    "resource_name": "النشاط المفصل لمحاكم الاستئناف سنة 2023.xlsx",
+    "resource_position": "2",
+    "resource_size": "67886",
+    "resource_state": "active",
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+}