Add ML-ready official indicator dataset
Browse files- README.md +144 -0
- data/train-00000-of-00001.parquet +3 -0
- metadata/source_snapshot.json +74 -0
README.md
ADDED
|
@@ -0,0 +1,144 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: odbl
|
| 3 |
+
language:
|
| 4 |
+
- en
|
| 5 |
+
task_categories:
|
| 6 |
+
- tabular-classification
|
| 7 |
+
- tabular-regression
|
| 8 |
+
multilinguality: monolingual
|
| 9 |
+
size_categories:
|
| 10 |
+
- n<1K
|
| 11 |
+
tags:
|
| 12 |
+
- tabular
|
| 13 |
+
- xlsx
|
| 14 |
+
- africa
|
| 15 |
+
- morocco
|
| 16 |
+
- official-statistics
|
| 17 |
+
- open-data
|
| 18 |
+
- ict
|
| 19 |
+
pretty_name: "Activité générale des Cours d'appel administratives et des Tribunaux administratifs en 2021 | Africa (Morocco official open data)"
|
| 20 |
+
---
|
| 21 |
+
|
| 22 |
+
# Activité générale des Cours d'appel administratives et des Tribunaux administratifs en 2021 | Africa (Morocco official open data)
|
| 23 |
+
|
| 24 |
+
14 rows - 1 Africa country - not-applicable - Repackaged by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)
|
| 25 |
+
|
| 26 |
+

|
| 27 |
+

|
| 28 |
+

|
| 29 |
+

|
| 30 |
+

|
| 31 |
+
|
| 32 |
+
## TL;DR
|
| 33 |
+
|
| 34 |
+
This dataset packages one official `XLSX` resource from **Morocco** as
|
| 35 |
+
ML-ready Parquet. The source file is the provenance boundary; all usable
|
| 36 |
+
indicators or tabular columns from the resource stay together in this repo.
|
| 37 |
+
|
| 38 |
+
## About the source
|
| 39 |
+
|
| 40 |
+
- **Source:** [Activité générale des Cours d'appel administratives et des Tribunaux administratifs en 2021](https://data.gov.ma/data/dataset/activite-generale-des-cours-d-appel-administratives-et-des-tribunaux-administratifs-en-2021)
|
| 41 |
+
- **Publisher:** MJ
|
| 42 |
+
- **Resource:** [النشاط العام لمحكمتي الاستئناف الإداريتين و المحاكم الإدارية.xlsx](https://data.gov.ma/data/fr/dataset/2b319dae-6136-4023-a12b-14d6a541e005/resource/8249a5cd-9e75-4584-9fd8-46a573bfcd6d/download/-.xlsx)
|
| 43 |
+
- **Format:** `XLSX`
|
| 44 |
+
- **License:** [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/)
|
| 45 |
+
- **Packaging mode:** `tabular_resource`
|
| 46 |
+
|
| 47 |
+
## Geographic coverage
|
| 48 |
+
|
| 49 |
+
1 Africa country:
|
| 50 |
+
|
| 51 |
+
| Country | Rows | First year | Last year | Name |
|
| 52 |
+
|---------|-----:|-----------:|----------:|------|
|
| 53 |
+
| `MAR` | 14 | n/a | n/a | `Morocco` |
|
| 54 |
+
|
| 55 |
+
## Indicators or Resource Contents
|
| 56 |
+
|
| 57 |
+
- This source file is packaged as a normalized tabular resource.
|
| 58 |
+
|
| 59 |
+
## Schema
|
| 60 |
+
|
| 61 |
+
| Column | Type | Description | Example |
|
| 62 |
+
|--------|------|-------------|---------|
|
| 63 |
+
| `source_record_id` | `string` | Stable row identifier for tabular resources. | `8249a5cd-9e75-4584-9fd8-46a573bfcd6d:dataset:0` |
|
| 64 |
+
| `country_iso3` | `string` | ISO3 country code. | `MAR` |
|
| 65 |
+
| `country_name` | `string` | Country name. | `Morocco` |
|
| 66 |
+
| `source_sheet` | `string` | Workbook sheet name, when the source is a spreadsheet. | `اس إدارية وإدارية نشاط عام` |
|
| 67 |
+
| `column` | `string` | Source column. | `محكمة الاستئناف الإدارية بمراكش` |
|
| 68 |
+
| `d_3869` | `float64` | Source column. | `535.0` |
|
| 69 |
+
| `d_4051` | `float64` | Source column. | `1875.0` |
|
| 70 |
+
| `d_7920` | `float64` | Source column. | `2410.0` |
|
| 71 |
+
| `d_2834` | `float64` | Source column. | `1508.0` |
|
| 72 |
+
| `d_5086` | `float64` | Source column. | `838.0` |
|
| 73 |
+
| `d_3338` | `float64` | Source column. | `2171.0` |
|
| 74 |
+
| `d_10141` | `float64` | Source column. | `2220.0` |
|
| 75 |
+
| `d_13479` | `float64` | Source column. | `4391.0` |
|
| 76 |
+
| `d_9640` | `float64` | Source column. | `2596.0` |
|
| 77 |
+
| `d_3839` | `float64` | Source column. | `1795.0` |
|
| 78 |
+
| `source_provider` | `string` | Publishing organization. | `MJ` |
|
| 79 |
+
| `source_dataset` | `string` | Source package title. | `Activité générale des Cours d'appel administratives et des Tribunaux adm` |
|
| 80 |
+
| `source_resource` | `string` | Source resource title. | `النشاط العام لمحكمتي الاستئناف الإداريتين و المحاكم الإدارية.xlsx` |
|
| 81 |
+
| `source_package_id` | `string` | CKAN package UUID. | `2b319dae-6136-4023-a12b-14d6a541e005` |
|
| 82 |
+
| `source_resource_id` | `string` | CKAN resource UUID. | `8249a5cd-9e75-4584-9fd8-46a573bfcd6d` |
|
| 83 |
+
| `source_url` | `string` | Original source resource URL. | `https://data.gov.ma/data/fr/dataset/2b319dae-6136-4023-a12b-14d6a541e005` |
|
| 84 |
+
| `license_id` | `string` | Source license identifier. | `odc-odbl` |
|
| 85 |
+
| `retrieved_at` | `string` | UTC retrieval timestamp. | `2026-07-16T21:31:48Z` |
|
| 86 |
+
|
| 87 |
+
## Usage
|
| 88 |
+
|
| 89 |
+
```python
|
| 90 |
+
from datasets import load_dataset
|
| 91 |
+
|
| 92 |
+
ds = load_dataset("electricsheepafrica/africa-morocco-activite-generale-des-cours-d-appel-administratives-et-des-57d6d607")
|
| 93 |
+
df = ds["train"].to_pandas()
|
| 94 |
+
print(df.head())
|
| 95 |
+
```
|
| 96 |
+
|
| 97 |
+
### Filter to one country
|
| 98 |
+
|
| 99 |
+
```python
|
| 100 |
+
sample_country = df[df["country_iso3"] == "MAR"]
|
| 101 |
+
```
|
| 102 |
+
|
| 103 |
+
### Work with indicators
|
| 104 |
+
|
| 105 |
+
```python
|
| 106 |
+
if "indicator_id" in df.columns:
|
| 107 |
+
print(df["indicator_id"].value_counts().head())
|
| 108 |
+
sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])
|
| 109 |
+
```
|
| 110 |
+
|
| 111 |
+
## Citation
|
| 112 |
+
|
| 113 |
+
```bibtex
|
| 114 |
+
@misc{electric_sheep_africa_africa_morocco_activite_generale_des_cours_d_appel_administratives_et_des_57d6d6_2026,
|
| 115 |
+
title = {Activité générale des Cours d'appel administratives et des Tribunaux administratifs en 2021 | Africa (Morocco official open data)},
|
| 116 |
+
author = {MJ},
|
| 117 |
+
year = {2026},
|
| 118 |
+
url = {https://data.gov.ma/data/dataset/activite-generale-des-cours-d-appel-administratives-et-des-tribunaux-administratifs-en-2021},
|
| 119 |
+
publisher = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
|
| 120 |
+
howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-activite-generale-des-cours-d-appel-administratives-et-des-57d6d607}}
|
| 121 |
+
}
|
| 122 |
+
```
|
| 123 |
+
|
| 124 |
+
## License
|
| 125 |
+
|
| 126 |
+
Released under [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/).
|
| 127 |
+
|
| 128 |
+
Original data (c) MJ. When using this dataset, please cite both the
|
| 129 |
+
original source above and the Electric Sheep Africa repackaging.
|
| 130 |
+
|
| 131 |
+
## About Electric Sheep
|
| 132 |
+
|
| 133 |
+
Electric Sheep Africa is part of the Electric Sheep mission: a unified,
|
| 134 |
+
ML-ready data layer for Africa on Hugging Face. We pull data from authoritative
|
| 135 |
+
open sources, normalize the schemas, package as Parquet, and publish with
|
| 136 |
+
consistent dataset cards so researchers and developers can use `load_dataset()`
|
| 137 |
+
to start working in seconds.
|
| 138 |
+
|
| 139 |
+
Browse the full collection: [huggingface.co/electricsheepafrica](https://huggingface.co/electricsheepafrica)
|
| 140 |
+
|
| 141 |
+
---
|
| 142 |
+
|
| 143 |
+
Provenance: ingested 2026-07-16 via the Electric Sheep pipeline. Source URL:
|
| 144 |
+
https://data.gov.ma/data/fr/dataset/2b319dae-6136-4023-a12b-14d6a541e005/resource/8249a5cd-9e75-4584-9fd8-46a573bfcd6d/download/-.xlsx
|
data/train-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d5b400d3e0ca05f2b69969209b47ed31c473da5c322d0617b4302d8f53313e28
|
| 3 |
+
size 17094
|
metadata/source_snapshot.json
ADDED
|
@@ -0,0 +1,74 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"columns": [
|
| 3 |
+
"source_record_id",
|
| 4 |
+
"country_iso3",
|
| 5 |
+
"country_name",
|
| 6 |
+
"source_sheet",
|
| 7 |
+
"column",
|
| 8 |
+
"d_3869",
|
| 9 |
+
"d_4051",
|
| 10 |
+
"d_7920",
|
| 11 |
+
"d_2834",
|
| 12 |
+
"d_5086",
|
| 13 |
+
"d_3338",
|
| 14 |
+
"d_10141",
|
| 15 |
+
"d_13479",
|
| 16 |
+
"d_9640",
|
| 17 |
+
"d_3839",
|
| 18 |
+
"source_provider",
|
| 19 |
+
"source_dataset",
|
| 20 |
+
"source_resource",
|
| 21 |
+
"source_package_id",
|
| 22 |
+
"source_resource_id",
|
| 23 |
+
"source_url",
|
| 24 |
+
"license_id",
|
| 25 |
+
"retrieved_at"
|
| 26 |
+
],
|
| 27 |
+
"generated_at": "2026-07-16T22:12:54Z",
|
| 28 |
+
"indicator_count": 0,
|
| 29 |
+
"mode": "tabular_resource",
|
| 30 |
+
"repo_id": "electricsheepafrica/africa-morocco-activite-generale-des-cours-d-appel-administratives-et-des-57d6d607",
|
| 31 |
+
"rows": 14,
|
| 32 |
+
"source": {
|
| 33 |
+
"api_base_url": "https://data.gov.ma/data",
|
| 34 |
+
"country_iso3": "MAR",
|
| 35 |
+
"country_name": "Morocco",
|
| 36 |
+
"group_names": "justice",
|
| 37 |
+
"license_id": "odc-odbl",
|
| 38 |
+
"license_title": "Open Data Commons Open Database License (ODbL)",
|
| 39 |
+
"license_url": "http://www.opendefinition.org/licenses/odc-odbl",
|
| 40 |
+
"organization_id": "3eb339a5-98cb-4a81-b50b-d304fa83e967",
|
| 41 |
+
"organization_name": "ministere-de-la-justice-et-des-libertes",
|
| 42 |
+
"organization_title": "MJ",
|
| 43 |
+
"package_author": "",
|
| 44 |
+
"package_id": "2b319dae-6136-4023-a12b-14d6a541e005",
|
| 45 |
+
"package_maintainer": "",
|
| 46 |
+
"package_metadata_created": "2022-03-22T09:49:31.587440",
|
| 47 |
+
"package_metadata_modified": "2022-03-22T09:49:42.750714",
|
| 48 |
+
"package_name": "activite-generale-des-cours-d-appel-administratives-et-des-tribunaux-administratifs-en-2021",
|
| 49 |
+
"package_notes": "Ce fichier présente l'activité générale des Cours d'appel administratives et des Tribunaux administratifs au titre de l'année 2021",
|
| 50 |
+
"package_page_url": "https://data.gov.ma/data/dataset/activite-generale-des-cours-d-appel-administratives-et-des-tribunaux-administratifs-en-2021",
|
| 51 |
+
"package_private": "False",
|
| 52 |
+
"package_state": "active",
|
| 53 |
+
"package_title": "Activité générale des Cours d'appel administratives et des Tribunaux administratifs en 2021",
|
| 54 |
+
"package_version": "",
|
| 55 |
+
"portal_url": "https://data.gov.ma/data",
|
| 56 |
+
"resource_created": "2022-03-22T09:49:42.448955",
|
| 57 |
+
"resource_datastore_active": "False",
|
| 58 |
+
"resource_description": "",
|
| 59 |
+
"resource_format": "XLSX",
|
| 60 |
+
"resource_hash": "",
|
| 61 |
+
"resource_id": "8249a5cd-9e75-4584-9fd8-46a573bfcd6d",
|
| 62 |
+
"resource_last_modified": "2022-03-22T09:49:42.426765",
|
| 63 |
+
"resource_mimetype": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
|
| 64 |
+
"resource_name": "النشاط العام لمحكمتي الاستئناف الإداريتين و المحاكم الإدارية.xlsx",
|
| 65 |
+
"resource_position": "1",
|
| 66 |
+
"resource_size": "20756",
|
| 67 |
+
"resource_state": "active",
|
| 68 |
+
"resource_url": "https://data.gov.ma/data/fr/dataset/2b319dae-6136-4023-a12b-14d6a541e005/resource/8249a5cd-9e75-4584-9fd8-46a573bfcd6d/download/-.xlsx",
|
| 69 |
+
"retrieved_at": "2026-07-16T17:56:59Z",
|
| 70 |
+
"tag_names": "administrative; appel; juridictions; justice"
|
| 71 |
+
},
|
| 72 |
+
"year_max": null,
|
| 73 |
+
"year_min": null
|
| 74 |
+
}
|