---
license: odbl
language:
- en
task_categories:
- tabular-classification
- tabular-regression
multilinguality: multilingual
size_categories:
- n<1K
tags:
- "tabular"
- "africa"
- "open-data"
- "official-statistics"
- "morocco"
- "mj"
- "morocco-open-data"
- "justice"
- "cour-appel"
- "activite"
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-00000-of-00001.parquet
pretty_name: "Activite Detaillee Des Cours D Appel | Africa (Morocco Open Data)"
---

# Activite Detaillee Des Cours D Appel | Africa (Morocco Open Data)

**23 rows** - **1 Africa country/area** - **time not specified** - **source table** - *Engineered 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)
![period](https://img.shields.io/badge/period-time%20not%20specified-orange)
![indicators](https://img.shields.io/badge/indicators-0-purple)
![license](https://img.shields.io/badge/license-odbl-lightgrey)

## TL;DR

This dataset contains **23 rows** from **Morocco Open Data**, covering **Activite Detaillee Des Cours D Appel**. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

## What This Dataset Measures

Official statistics datasets help analysts inspect public data as published by governments, national statistical systems, and regional data portals.

Source-provided context: Ce fichier présente l'activité détaillée des Cours d'appel

## How To Read This Dataset

- **One row means:** one source record from the original tabular resource, with Electric Sheep Africa provenance columns added where available.
- **Primary geography column:** `country_iso3`.
- **Best time column:** `not detected`.
- **Time coverage basis:** not detected.
- **Recommended join keys:** `country_iso3` where available plus source-specific keys.

## Coverage

| Dimension | Value |
|---|---:|
| Rows | 23 |
| Countries/areas | 1 |
| First period | n/a |
| Last period | n/a |
| Indicators | 0 |
| Columns | 152 |
| Source format | XLSX |

## Geographic Coverage

Top areas shown below, sorted by row count when available:

| Area | Rows | First year | Last year | Name |
|------|-----:|-----------:|----------:|------|
| `MAR` | 23 | n/a | n/a | `Morocco` |

## Indicators, Variables, Or Resource Contents

- This repo preserves one source tabular resource with its usable columns kept together.

## Schema

| Column | Type | Description | Example |
|--------|------|-------------|---------|
| `source_record_id` | `string` | Stable row identifier assigned during Electric Sheep Africa engineering. | `5025380c-3b50-429b-ab59-288459842e8e:2023:0` |
| `country_iso3` | `string` | ISO3 country or area code. | `MAR` |
| `country_name` | `string` | Country or area name. | `Morocco` |
| `source_sheet` | `string` | Source column from the original resource. | `الاستئناف بتفصيل2023` |
| `column` | `string` | Source column from the original resource. | `محكمة الاستئناف بالرباط` |
| `d_46` | `double` | Source column from the original resource. | `278.0` |
| `d_2569` | `double` | Source column from the original resource. | `2293.0` |
| `d_36` | `double` | Source column from the original resource. | `194.0` |
| `d_327` | `double` | Source column from the original resource. | `481.0` |
| `d_105` | `double` | Source column from the original resource. | `244.0` |
| `d_47` | `double` | Source column from the original resource. | `221.0` |
| `d_3` | `double` | Source column from the original resource. | `5.0` |
| `d_687` | `double` | Source column from the original resource. | `1502.0` |
| `d_3256` | `double` | Source column from the original resource. | `620.0` |
| `d_69` | `double` | Source column from the original resource. | `1.0` |
| `d_632` | `double` | Source column from the original resource. | `668.0` |
| `d_1068` | `double` | Source column from the original resource. | `920.0` |
| `d_8845` | `double` | Source column from the original resource. | `7427.0` |
| `column_2` | `string` | Source column from the original resource. | `محكمة الاستئناف بالرباط` |
| `d_1396` | `double` | Source column from the original resource. | `1106.0` |
| `d_6301` | `double` | Source column from the original resource. | `2551.0` |
| `d_46_2` | `double` | Source column from the original resource. | `209.0` |
| `d_430` | `double` | Source column from the original resource. | `613.0` |
| `d_83` | `double` | Source column from the original resource. | `183.0` |
| `d_183` | `double` | Source column from the original resource. | `240.0` |
| `d_138` | `double` | Source column from the original resource. | `248.0` |
| `d_2566` | `double` | Source column from the original resource. | `1530.0` |
| `d_10231` | `double` | Source column from the original resource. | `1783.0` |
| `d_351` | `double` | Source column from the original resource. | `0.0` |
| `d_1563` | `double` | Source column from the original resource. | `1395.0` |
| `d_4132` | `double` | Source column from the original resource. | `861.0` |
| `d_27420` | `double` | Source column from the original resource. | `10719.0` |
| `column_3` | `string` | Source column from the original resource. | `محكمة الاستئناف بالرباط` |
| `d_1442` | `double` | Source column from the original resource. | `1384.0` |
| `d_8870` | `double` | Source column from the original resource. | `4844.0` |
| `d_82` | `double` | Source column from the original resource. | `403.0` |
| `d_757` | `double` | Source column from the original resource. | `1094.0` |
| `d_188` | `double` | Source column from the original resource. | `427.0` |
| `d_230` | `double` | Source column from the original resource. | `461.0` |
| `d_141` | `double` | Source column from the original resource. | `253.0` |
| `d_3253` | `double` | Source column from the original resource. | `3032.0` |
| `d_13487` | `double` | Source column from the original resource. | `2403.0` |
| `d_420` | `double` | Source column from the original resource. | `1.0` |
| `d_2195` | `double` | Source column from the original resource. | `2063.0` |
| `d_5200` | `double` | Source column from the original resource. | `1781.0` |
| `d_36265` | `double` | Source column from the original resource. | `18146.0` |
| `column_4` | `string` | Source column from the original resource. | `محكمة الاستئناف بالرباط` |
| `d_1280` | `double` | Source column from the original resource. | `1025.0` |
| `d_6153` | `double` | Source column from the original resource. | `3124.0` |
| `d_46_3` | `double` | Source column from the original resource. | `193.0` |
| `d_434` | `double` | Source column from the original resource. | `551.0` |
| `d_86` | `double` | Source column from the original resource. | `129.0` |
| `d_193` | `double` | Source column from the original resource. | `243.0` |
| `d_126` | `double` | Source column from the original resource. | `222.0` |
| `d_2182` | `double` | Source column from the original resource. | `1646.0` |
| `d_10427` | `double` | Source column from the original resource. | `1959.0` |
| `d_325` | `double` | Source column from the original resource. | `0.0` |
| `d_1561` | `double` | Source column from the original resource. | `1151.0` |
| `d_4128` | `double` | Source column from the original resource. | `1128.0` |
| `d_26941` | `double` | Source column from the original resource. | `11371.0` |
| `column_5` | `string` | Source column from the original resource. | `محكمة الاستئناف بالرباط` |
| `d_162` | `double` | Source column from the original resource. | `359.0` |
| `d_2717` | `double` | Source column from the original resource. | `1720.0` |
| `d_36_2` | `double` | Source column from the original resource. | `210.0` |
| `d_323` | `double` | Source column from the original resource. | `543.0` |
| `d_102` | `double` | Source column from the original resource. | `298.0` |
| `d_37` | `double` | Source column from the original resource. | `218.0` |
| `d_15` | `double` | Source column from the original resource. | `31.0` |
| `d_1071` | `double` | Source column from the original resource. | `1386.0` |
| `d_3060` | `double` | Source column from the original resource. | `444.0` |
| `d_95` | `double` | Source column from the original resource. | `1.0` |
| `d_634` | `double` | Source column from the original resource. | `912.0` |
| `d_1072` | `double` | Source column from the original resource. | `653.0` |
| `d_9324` | `double` | Source column from the original resource. | `6775.0` |
| `column_6` | `string` | Source column from the original resource. | `محكمة الاستئناف بالرباط` |
| `d_180` | `double` | Source column from the original resource. | `247.0` |
| `d_1601` | `double` | Source column from the original resource. | `1248.0` |
| `d_239` | `double` | Source column from the original resource. | `89.0` |
| `d_82_2` | `double` | Source column from the original resource. | `82.0` |
| `d_1536` | `double` | Source column from the original resource. | `1861.0` |
| `d_372` | `double` | Source column from the original resource. | `` |
| `d_24` | `double` | Source column from the original resource. | `` |
| `d_34` | `double` | Source column from the original resource. | `` |
| `d_2394` | `double` | Source column from the original resource. | `` |
| `d_57` | `double` | Source column from the original resource. | `` |
| `d_54` | `double` | Source column from the original resource. | `` |
| `d_682` | `double` | Source column from the original resource. | `` |
| `d_7255` | `double` | Source column from the original resource. | `` |
| `column_7` | `string` | Source column from the original resource. | `` |
| `d_619` | `double` | Source column from the original resource. | `` |
| `d_2484` | `double` | Source column from the original resource. | `` |
| `d_347` | `double` | Source column from the original resource. | `` |
| `d_370` | `double` | Source column from the original resource. | `` |
| `d_3056` | `double` | Source column from the original resource. | `` |
| `d_3281` | `double` | Source column from the original resource. | `` |
| `d_29` | `double` | Source column from the original resource. | `` |
| `d_28` | `double` | Source column from the original resource. | `` |
| `d_19573` | `double` | Source column from the original resource. | `` |
| `d_567` | `double` | Source column from the original resource. | `` |
| `d_3517` | `double` | Source column from the original resource. | `` |
| `d_3779` | `double` | Source column from the original resource. | `` |
| `d_37650` | `double` | Source column from the original resource. | `` |
| `column_8` | `string` | Source column from the original resource. | `` |
| `d_799` | `double` | Source column from the original resource. | `` |
| `d_4085` | `double` | Source column from the original resource. | `` |
| `d_586` | `double` | Source column from the original resource. | `` |
| `d_452` | `double` | Source column from the original resource. | `` |
| `d_4592` | `double` | Source column from the original resource. | `` |
| `d_3653` | `double` | Source column from the original resource. | `` |
| `d_53` | `double` | Source column from the original resource. | `` |
| `d_62` | `double` | Source column from the original resource. | `` |
| `d_21967` | `double` | Source column from the original resource. | `` |
| `d_624` | `double` | Source column from the original resource. | `` |
| `d_3571` | `double` | Source column from the original resource. | `` |
| `d_4461` | `double` | Source column from the original resource. | `` |
| `d_44905` | `double` | Source column from the original resource. | `` |
| `column_9` | `string` | Source column from the original resource. | `` |
| `d_211` | `double` | Source column from the original resource. | `` |
| `d_2130` | `double` | Source column from the original resource. | `` |
| `d_388` | `double` | Source column from the original resource. | `` |
| `d_247` | `double` | Source column from the original resource. | `` |
| `d_3974` | `double` | Source column from the original resource. | `` |
| `d_2238` | `double` | Source column from the original resource. | `` |
| `d_19` | `double` | Source column from the original resource. | `` |
| `d_22` | `double` | Source column from the original resource. | `` |
| `d_17901` | `double` | Source column from the original resource. | `` |
| `d_546` | `double` | Source column from the original resource. | `` |
| `d_2105` | `double` | Source column from the original resource. | `` |
| `d_3743` | `double` | Source column from the original resource. | `` |
| `d_33524` | `double` | Source column from the original resource. | `` |
| `column_10` | `string` | Source column from the original resource. | `` |
| `d_588` | `double` | Source column from the original resource. | `` |
| `1955` | `double` | Source column from the original resource. | `` |
| `d_198` | `double` | Source column from the original resource. | `` |
| `d_205` | `double` | Source column from the original resource. | `` |
| `d_618` | `double` | Source column from the original resource. | `` |
| `d_1415` | `double` | Source column from the original resource. | `` |
| `d_34_2` | `double` | Source column from the original resource. | `` |
| `d_40` | `double` | Source column from the original resource. | `` |
| `d_4066` | `double` | Source column from the original resource. | `` |
| `d_78` | `double` | Source column from the original resource. | `` |
| `d_1466` | `double` | Source column from the original resource. | `` |
| `d_718` | `double` | Source column from the original resource. | `` |
| `d_11381` | `double` | Source column from the original resource. | `` |
| `source_provider` | `string` | Publishing organization. | `` |
| `source_dataset` | `string` | Source dataset or package title. | `` |
| `source_resource` | `string` | Source resource title, table name, or file name. | `` |
| `source_package_id` | `string` | Source package identifier. | `` |
| `source_resource_id` | `string` | Source resource identifier. | `` |
| `source_url` | `string` | Original source URL or download URL. | `` |
| `license_id` | `string` | Source license identifier. | `` |
| `retrieved_at` | `string` | UTC source retrieval timestamp from the Electric Sheep Africa pipeline. | `` |

## 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())
```

### Inspect Columns

```python
print(df.info())
print(df.head())
```

### Filter By Geography

```python
if "country_iso3" in df.columns:
    sample = df[df["country_iso3"] == "MAR"]
```

### Time-Series Pattern

```python
if "value" in df.columns and "year" in df.columns:
    trend = df.sort_values("year")
```

### Pivot For Analysis

```python
if {"indicator_id", "year", "value"}.issubset(df.columns):
    matrix = df.pivot_table(index="year", columns="indicator_id", values="value")
    print(matrix.tail())
```

## Data Quality Notes

- No canonical year/date column was detected in the packaged table; use source metadata and domain context for temporal interpretation.
- Missing values are preserved rather than silently imputed.
- Column names are standardized for machine use; source meanings are preserved where known.
- Always confirm source methodology, units, and collection definitions before policy, production, or redistribution-sensitive use.

## Source And Provenance

- **Source:** [Morocco Open Data](https://data.gov.ma/data/dataset/activite-detaillee-des-cours-d-appel-en-2023_)
- **Publisher:** MJ
- **Portal:** [https://data.gov.ma/data](https://data.gov.ma/data)
- **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)
- **License:** [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/)
- **Retrieved/generated:** `2026-07-16T21:32:31Z`
- **Hugging Face repo:** [electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-84d6dd00](https://huggingface.co/datasets/electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-84d6dd00)

## Transformations Applied

- Converted the source table to Parquet for efficient analytics and ML workflows.
- Added or preserved source provenance columns where available.
- Standardized README metadata, dataset loading configuration, schema documentation, and citation format.
- Preserved source-reported values without analytical imputation.

## Suggested Analyses

- Profile the distribution of values
- Compare categories or geographies
- Join with complementary public datasets
- Check missingness before modeling
- Use `country_iso3` as the safest geography join key when present

## Citation

```bibtex
@misc{electric_sheep_africa_africa_morocco_activite_detaillee_des_cours_d_appel_84d6dd00_2026,
  title        = {Activite Detaillee Des Cours D Appel | Africa (Morocco Open Data)},
  author       = {MJ},
  year         = {2026},
  url          = {https://data.gov.ma/data/dataset/activite-detaillee-des-cours-d-appel-en-2023_},
  publisher    = {Hugging Face Datasets, engineered 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 is published by MJ. Electric Sheep Africa
engineering standardizes the data for discovery, loading, and analysis on
Hugging Face. Cite both the original source and this ML-ready dataset when used.

## About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

---

Provenance: README standardized 2026-08-11 by the Electric Sheep Africa README system. Source URL: https://data.gov.ma/data/dataset/activite-detaillee-des-cours-d-appel-en-2023_