Add ML-ready official indicator dataset

README.md

@@ -0,0 +1,267 @@
+---
+license: odbl
+language:
+- en
+task_categories:
+- tabular-regression
+- time-series-forecasting
+multilinguality: monolingual
+size_categories:
+- n<1K
+tags:
+- tabular
+- xlsx
+- africa
+- morocco
+- official-statistics
+- open-data
+pretty_name: "Activité détaillée des Cours d'appel en 2022 | Africa (Morocco official open data)"
+---
+
+# Activité détaillée des Cours d'appel en 2022 | Africa (Morocco official open data)
+
+88 rows - 1 Africa country - 1946-1990 - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
+
+![rows](https://img.shields.io/badge/rows-88-blue)
+![countries](https://img.shields.io/badge/countries-1-green)
+![years](https://img.shields.io/badge/years-1946-1990-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 en 2022](https://data.gov.ma/data/dataset/activite-detaillee-des-cours-d-appel-en-2022)
+- **Publisher:** MJ
+- **Resource:** [النشاط المفصل لمحاكم الاستئناف.xlsx](https://data.gov.ma/data/ar/dataset/a71932ce-435a-490a-b3e2-ccaaff028118/resource/f38c1707-26cb-451f-aa2d-163a5ecf4574/download/-.xlsx)
+- **Format:** `XLSX`
+- **License:** [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/)
+- **Packaging mode:** `indicator_long`
+
+## Geographic coverage
+
+1 Africa country:
+
+| Country | Rows | First year | Last year | Name |
+|---------|-----:|-----------:|----------:|------|
+| `MAR` | 88 | 1946 | 1990 | `Morocco` |
+
+## Indicators or Resource Contents
+
+- `<NA>` - <NA>
+
+## Schema
+
+| Column | Type | Description | Example |
+|--------|------|-------------|---------|
+| `indicator_id` | `string` | Stable indicator identifier. | `` |
+| `indicator_name` | `string` | Human-readable indicator name. | `` |
+| `country_iso3` | `string` | ISO3 country code. | `` |
+| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `الاستئناف بتفصيل2022` |
+| `country_name` | `string` | Country name. | `` |
+| `year` | `Int64` | Observation year. | `1952` |
+| `value` | `float64` | Numeric observation value. | `316.0` |
+| `unit` | `string` | Measurement unit, when available. | `source_units_unspecified` |
+| `dimension_column` | `string` | Source dimension. | `محكمة الاستئناف بالرباط` |
+| `dimension_d_349` | `string` | Source dimension. | `302` |
+| `dimension_d_2125` | `string` | Source dimension. | `3147` |
+| `dimension_d_342` | `string` | Source dimension. | `314` |
+| `dimension_d_373` | `string` | Source dimension. | `1136` |
+| `dimension_d_429` | `string` | Source dimension. | `278` |
+| `dimension_d_3` | `string` | Source dimension. | `55` |
+| `dimension_d_980` | `string` | Source dimension. | `2441` |
+| `dimension_d_1448` | `string` | Source dimension. | `882` |
+| `dimension_d_64` | `string` | Source dimension. | `2` |
+| `dimension_d_838` | `string` | Source dimension. | `2682` |
+| `dimension_d_0` | `string` | Source dimension. | `0` |
+| `dimension_d_6951` | `string` | Source dimension. | `11239` |
+| `dimension_column_2` | `string` | Source dimension. | `محكمة الاستئناف بالرباط` |
+| `dimension_d_2220` | `string` | Source dimension. | `972` |
+| `dimension_d_7536` | `string` | Source dimension. | `2227` |
+| `dimension_d_500` | `string` | Source dimension. | `181` |
+| `dimension_d_567` | `string` | Source dimension. | `743` |
+| `dimension_d_2050` | `string` | Source dimension. | `259` |
+| `dimension_d_145` | `string` | Source dimension. | `193` |
+| `dimension_d_2596` | `string` | Source dimension. | `1405` |
+| `dimension_d_9873` | `string` | Source dimension. | `1543` |
+| `dimension_d_198` | `string` | Source dimension. | `0` |
+| `dimension_d_2884` | `string` | Source dimension. | `1782` |
+| `dimension_d_0_2` | `string` | Source dimension. | `0` |
+| `dimension_d_28569` | `string` | Source dimension. | `9305` |
+| `dimension_column_3` | `string` | Source dimension. | `محكمة الاستئناف بالرباط` |
+| `dimension_d_2569` | `string` | Source dimension. | `1274` |
+| `dimension_d_9661` | `string` | Source dimension. | `5374` |
+| `dimension_d_842` | `string` | Source dimension. | `495` |
+| `dimension_d_940` | `string` | Source dimension. | `1879` |
+| `dimension_d_2479` | `string` | Source dimension. | `537` |
+| `dimension_d_148` | `string` | Source dimension. | `248` |
+| `dimension_d_3576` | `string` | Source dimension. | `3846` |
+| `dimension_d_11321` | `string` | Source dimension. | `2425` |
+| `dimension_d_262` | `string` | Source dimension. | `2` |
+| `dimension_d_3722` | `string` | Source dimension. | `4464` |
+| `dimension_d_0_3` | `string` | Source dimension. | `0` |
+| `dimension_d_35520` | `string` | Source dimension. | `20544` |
+| `dimension_column_4` | `string` | Source dimension. | `محكمة الاستئناف بالرباط` |
+| `dimension_d_2410` | `string` | Source dimension. | `996` |
+| `dimension_d_6997` | `string` | Source dimension. | `3081` |
+| `dimension_d_494` | `string` | Source dimension. | `297` |
+| `dimension_d_460` | `string` | Source dimension. | `1154` |
+| `dimension_d_145_2` | `string` | Source dimension. | `243` |
+| `dimension_d_2743` | `string` | Source dimension. | `2344` |
+| `dimension_d_7925` | `string` | Source dimension. | `1805` |
+| `dimension_d_193` | `string` | Source dimension. | `1` |
+| `dimension_d_2666` | `string` | Source dimension. | `2880` |
+| `dimension_d_0_4` | `string` | Source dimension. | `0` |
+| `dimension_d_25985` | `string` | Source dimension. | `13117` |
+| `dimension_column_5` | `string` | Source dimension. | `محكمة الاستئناف بالرباط` |
+| `dimension_d_159` | `string` | Source dimension. | `278` |
+| `dimension_d_2664` | `string` | Source dimension. | `2293` |
+| `dimension_d_348` | `string` | Source dimension. | `198` |
+| `dimension_d_480` | `string` | Source dimension. | `725` |
+| `dimension_d_527` | `string` | Source dimension. | `221` |
+| `dimension_d_3_2` | `string` | Source dimension. | `5` |
+| `dimension_d_833` | `string` | Source dimension. | `1502` |
+| `dimension_d_3396` | `string` | Source dimension. | `620` |
+| `dimension_d_69` | `string` | Source dimension. | `1` |
+| `dimension_d_1056` | `string` | Source dimension. | `1584` |
+| `dimension_d_0_5` | `string` | Source dimension. | `0` |
+| `dimension_d_9535` | `string` | Source dimension. | `7427` |
+| `dimension_column_6` | `string` | Source dimension. | `محكمة الاستئناف بالرباط` |
+| `dimension_d_77` | `string` | Source dimension. | `277` |
+| `dimension_d_134` | `string` | Source dimension. | `1916` |
+| `dimension_d_82` | `string` | Source dimension. | `177` |
+| `dimension_d_129` | `string` | Source dimension. | `48` |
+| `dimension_d_956` | `string` | Source dimension. | `1850` |
+| `dimension_d_99` | `string` | Source dimension. | `1020` |
+| `dimension_d_16` | `string` | Source dimension. | `73` |
+| `dimension_d_23` | `string` | Source dimension. | `32` |
+| `dimension_d_1739` | `string` | Source dimension. | `2824` |
+| `dimension_d_30` | `string` | Source dimension. | `76` |
+| `dimension_d_88` | `string` | Source dimension. | `754` |
+| `dimension_d_100` | `string` | Source dimension. | `10` |
+| `dimension_d_3473` | `string` | Source dimension. | `9057` |
+| `dimension_column_7` | `string` | Source dimension. | `محكمة الاستئناف بالرباط` |
+| `dimension_d_460_2` | `string` | Source dimension. | `346` |
+| `dimension_d_410` | `string` | Source dimension. | `444` |
+| `dimension_d_237` | `string` | Source dimension. | `144` |
+| `dimension_d_3766` | `string` | Source dimension. | `2708` |
+| `dimension_d_2467` | `string` | Source dimension. | `1924` |
+| `dimension_d_30_2` | `string` | Source dimension. | `36` |
+| `dimension_d_39` | `string` | Source dimension. | `34` |
+| `dimension_d_14901` | `string` | Source dimension. | `8290` |
+| `dimension_d_451` | `string` | Source dimension. | `216` |
+| `dimension_d_574` | `string` | Source dimension. | `1061` |
+| `dimension_d_2787` | `string` | Source dimension. | `2104` |
+| `dimension_d_28068` | `string` | Source dimension. | `19042` |
+| `dimension_column_8` | `string` | Source dimension. | `محكمة الاستئناف بالرباط` |
+| `dimension_d_537` | `string` | Source dimension. | `623` |
+| `dimension_d_2080` | `string` | Source dimension. | `3651` |
+| `dimension_d_492` | `string` | Source dimension. | `621` |
+| `dimension_d_366` | `string` | Source dimension. | `192` |
+| `dimension_d_4722` | `string` | Source dimension. | `4558` |
+| `dimension_d_2566` | `string` | Source dimension. | `2944` |
+| `dimension_d_46` | `string` | Source dimension. | `109` |
+| `dimension_d_62` | `string` | Source dimension. | `66` |
+| `dimension_d_16640` | `string` | Source dimension. | `11114` |
+| `dimension_d_481` | `string` | Source dimension. | `292` |
+| `dimension_d_662` | `string` | Source dimension. | `1815` |
+| `dimension_d_2887` | `string` | Source dimension. | `2114` |
+| `dimension_d_31541` | `string` | Source dimension. | `28099` |
+| `dimension_column_9` | `string` | Source dimension. | `محكمة الاستئناف بالرباط` |
+| `dimension_d_457` | `string` | Source dimension. | `376` |
+| `dimension_d_253` | `string` | Source dimension. | `532` |
+| `dimension_d_284` | `string` | Source dimension. | `110` |
+| `dimension_d_2732` | `string` | Source dimension. | `2697` |
+| `dimension_d_2094` | `string` | Source dimension. | `2054` |
+| `dimension_d_22` | `string` | Source dimension. | `58` |
+| `dimension_d_28` | `string` | Source dimension. | `44` |
+| `dimension_d_14265` | `string` | Source dimension. | `8798` |
+| `dimension_d_424` | `string` | Source dimension. | `248` |
+| `dimension_d_610` | `string` | Source dimension. | `1162` |
+| `dimension_d_2738` | `string` | Source dimension. | `2096` |
+| `dimension_d_25862` | `string` | Source dimension. | `20578` |
+| `dimension_column_10` | `string` | Source dimension. | `محكمة الاستئناف بالرباط` |
+| `dimension_d_80` | `string` | Source dimension. | `247` |
+| `dimension_d_125` | `string` | Source dimension. | `1248` |
+| `dimension_d_239` | `string` | Source dimension. | `89` |
+| `dimension_d_82_2` | `string` | Source dimension. | `82` |
+| `dimension_d_472` | `string` | Source dimension. | `890` |
+| `dimension_d_24` | `string` | Source dimension. | `51` |
+| `dimension_d_34` | `string` | Source dimension. | `22` |
+| `dimension_d_2375` | `string` | Source dimension. | `2316` |
+| `dimension_d_57` | `string` | Source dimension. | `44` |
+| `dimension_d_52` | `string` | Source dimension. | `653` |
+| `dimension_d_149` | `string` | Source dimension. | `18` |
+| `dimension_d_5679` | `string` | Source dimension. | `7521` |
+| `source_provider` | `string` | Publishing organization. | `MJ` |
+| `source_dataset` | `string` | Source package title. | `Activité détaillée des Cours d'appel en 2022` |
+| `source_resource` | `string` | Source resource title. | `النشاط المفصل لمحاكم الاستئناف.xlsx` |
+| `source_package_id` | `string` | CKAN package UUID. | `a71932ce-435a-490a-b3e2-ccaaff028118` |
+| `source_resource_id` | `string` | CKAN resource UUID. | `f38c1707-26cb-451f-aa2d-163a5ecf4574` |
+| `source_url` | `string` | Original source resource URL. | `https://data.gov.ma/data/ar/dataset/a71932ce-435a-490a-b3e2-ccaaff028118` |
+| `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-en-2022-b656113c")
+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_en_2022_b656113c_1990,
+  title        = {Activité détaillée des Cours d'appel en 2022 | Africa (Morocco official open data)},
+  author       = {MJ},
+  year         = {1990},
+  url          = {https://data.gov.ma/data/dataset/activite-detaillee-des-cours-d-appel-en-2022},
+  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
+  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-en-2022-b656113c}}
+}
+```
+
+## 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/a71932ce-435a-490a-b3e2-ccaaff028118/resource/f38c1707-26cb-451f-aa2d-163a5ecf4574/download/-.xlsx

data/train-00000-of-00001.parquet

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+oid sha256:ae1e0987ecc5d42edfeb3f7214cd3f624ae9915df9e5d42444c25a387124a4e9
+size 107700

metadata/source_snapshot.json

@@ -0,0 +1,198 @@
+{
+  "columns": [
+    "indicator_id",
+    "indicator_name",
+    "country_iso3",
+    "source_sheet",
+    "country_name",
+    "year",
+    "value",
+    "unit",
+    "dimension_column",
+    "dimension_d_349",
+    "dimension_d_2125",
+    "dimension_d_342",
+    "dimension_d_373",
+    "dimension_d_429",
+    "dimension_d_3",
+    "dimension_d_980",
+    "dimension_d_1448",
+    "dimension_d_64",
+    "dimension_d_838",
+    "dimension_d_0",
+    "dimension_d_6951",
+    "dimension_column_2",
+    "dimension_d_2220",
+    "dimension_d_7536",
+    "dimension_d_500",
+    "dimension_d_567",
+    "dimension_d_2050",
+    "dimension_d_145",
+    "dimension_d_2596",
+    "dimension_d_9873",
+    "dimension_d_198",
+    "dimension_d_2884",
+    "dimension_d_0_2",
+    "dimension_d_28569",
+    "dimension_column_3",
+    "dimension_d_2569",
+    "dimension_d_9661",
+    "dimension_d_842",
+    "dimension_d_940",
+    "dimension_d_2479",
+    "dimension_d_148",
+    "dimension_d_3576",
+    "dimension_d_11321",
+    "dimension_d_262",
+    "dimension_d_3722",
+    "dimension_d_0_3",
+    "dimension_d_35520",
+    "dimension_column_4",
+    "dimension_d_2410",
+    "dimension_d_6997",
+    "dimension_d_494",
+    "dimension_d_460",
+    "dimension_d_145_2",
+    "dimension_d_2743",
+    "dimension_d_7925",
+    "dimension_d_193",
+    "dimension_d_2666",
+    "dimension_d_0_4",
+    "dimension_d_25985",
+    "dimension_column_5",
+    "dimension_d_159",
+    "dimension_d_2664",
+    "dimension_d_348",
+    "dimension_d_480",
+    "dimension_d_527",
+    "dimension_d_3_2",
+    "dimension_d_833",
+    "dimension_d_3396",
+    "dimension_d_69",
+    "dimension_d_1056",
+    "dimension_d_0_5",
+    "dimension_d_9535",
+    "dimension_column_6",
+    "dimension_d_77",
+    "dimension_d_134",
+    "dimension_d_82",
+    "dimension_d_129",
+    "dimension_d_956",
+    "dimension_d_99",
+    "dimension_d_16",
+    "dimension_d_23",
+    "dimension_d_1739",
+    "dimension_d_30",
+    "dimension_d_88",
+    "dimension_d_100",
+    "dimension_d_3473",
+    "dimension_column_7",
+    "dimension_d_460_2",
+    "dimension_d_410",
+    "dimension_d_237",
+    "dimension_d_3766",
+    "dimension_d_2467",
+    "dimension_d_30_2",
+    "dimension_d_39",
+    "dimension_d_14901",
+    "dimension_d_451",
+    "dimension_d_574",
+    "dimension_d_2787",
+    "dimension_d_28068",
+    "dimension_column_8",
+    "dimension_d_537",
+    "dimension_d_2080",
+    "dimension_d_492",
+    "dimension_d_366",
+    "dimension_d_4722",
+    "dimension_d_2566",
+    "dimension_d_46",
+    "dimension_d_62",
+    "dimension_d_16640",
+    "dimension_d_481",
+    "dimension_d_662",
+    "dimension_d_2887",
+    "dimension_d_31541",
+    "dimension_column_9",
+    "dimension_d_457",
+    "dimension_d_253",
+    "dimension_d_284",
+    "dimension_d_2732",
+    "dimension_d_2094",
+    "dimension_d_22",
+    "dimension_d_28",
+    "dimension_d_14265",
+    "dimension_d_424",
+    "dimension_d_610",
+    "dimension_d_2738",
+    "dimension_d_25862",
+    "dimension_column_10",
+    "dimension_d_80",
+    "dimension_d_125",
+    "dimension_d_239",
+    "dimension_d_82_2",
+    "dimension_d_472",
+    "dimension_d_24",
+    "dimension_d_34",
+    "dimension_d_2375",
+    "dimension_d_57",
+    "dimension_d_52",
+    "dimension_d_149",
+    "dimension_d_5679",
+    "source_provider",
+    "source_dataset",
+    "source_resource",
+    "source_package_id",
+    "source_resource_id",
+    "source_url",
+    "license_id",
+    "retrieved_at"
+  ],
+  "generated_at": "2026-07-16T22:10:19Z",
+  "indicator_count": 0,
+  "mode": "indicator_long",
+  "repo_id": "electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-en-2022-b656113c",
+  "rows": 88,
+  "source": {
+    "api_base_url": "https://data.gov.ma/data",
+    "country_iso3": "MAR",
+    "country_name": "Morocco",
+    "group_names": "justice",
+    "license_id": "odc-odbl",
+    "license_title": "ترخيص قاعدة المعطيات المفتوح التابع لمشاع المعطيات المفتوحة (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": "a71932ce-435a-490a-b3e2-ccaaff028118",
+    "package_maintainer": "",
+    "package_metadata_created": "2023-06-23T22:47:14.991260",
+    "package_metadata_modified": "2023-06-24T15:21:30.570024",
+    "package_name": "activite-detaillee-des-cours-d-appel-en-2022",
+    "package_notes": "Ce fichier présente l'activité détaillée des Cours d'appel en 2022",
+    "package_page_url": "https://data.gov.ma/data/dataset/activite-detaillee-des-cours-d-appel-en-2022",
+    "package_private": "False",
+    "package_state": "active",
+    "package_title": "Activité détaillée des Cours d'appel en 2022",
+    "package_version": "",
+    "portal_url": "https://data.gov.ma/data",
+    "resource_created": "2023-06-23T22:47:35.041400",
+    "resource_datastore_active": "False",
+    "resource_description": "",
+    "resource_format": "XLSX",
+    "resource_hash": "",
+    "resource_id": "f38c1707-26cb-451f-aa2d-163a5ecf4574",
+    "resource_last_modified": "2023-06-23T22:47:35.019985",
+    "resource_mimetype": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+    "resource_name": "النشاط المفصل لمحاكم الاستئناف.xlsx",
+    "resource_position": "1",
+    "resource_size": "67780",
+    "resource_state": "active",
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+}