---
license: odbl
language:
- en
task_categories:
- tabular-regression
- time-series-forecasting
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)

**44 rows** - **1 Africa country/area** - **1938-1955** - **1 indicator** - *Engineered by [Electric Sheep Africa](https://huggingface.co/electricsheepafrica)*

![rows](https://img.shields.io/badge/rows-44-blue)
![countries](https://img.shields.io/badge/countries-1-green)
![period](https://img.shields.io/badge/period-1938--1955-orange)
![indicators](https://img.shields.io/badge/indicators-1-purple)
![license](https://img.shields.io/badge/license-odbl-lightgrey)

## TL;DR

This dataset contains **44 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 indicator observation for one geography, time period, and optional source dimensions.
- **Primary geography column:** `country_iso3`.
- **Best time column:** `year`.
- **Time coverage basis:** year.
- **Recommended join keys:** `country_iso3`, `year`, `indicator_id`.

## Coverage

| Dimension | Value |
|---|---:|
| Rows | 44 |
| Countries/areas | 1 |
| First period | 1938 |
| Last period | 1955 |
| Indicators | 1 |
| Columns | 154 |
| Source format | XLSX |

## Geographic Coverage

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

| Area | Rows | First year | Last year | Name |
|------|-----:|-----------:|----------:|------|
| `<NA>` | 44 | 1938 | 1955 | `Morocco` |

## Indicators, Variables, Or Resource Contents

- `source-indicator` - Activite Detaillee Des Cours D Appel(source_units_unspecified)

## Schema

| Column | Type | Description | Example |
|--------|------|-------------|---------|
| `indicator_id` | `string` | Stable source or Electric Sheep Africa indicator identifier. | `` |
| `indicator_name` | `string` | Human-readable indicator name. | `` |
| `country_iso3` | `string` | ISO3 country or area code. | `` |
| `source_sheet` | `string` | Source column from the original resource. | `الاستئناف بتفصيل2024` |
| `country_name` | `string` | Country or area name. | `` |
| `year` | `int64` | Observation year. | `1938` |
| `value` | `double` | Numeric observation value. | `1720.0` |
| `unit` | `string` | Measurement unit, when supplied by the source. | `source_units_unspecified` |
| `dimension_column` | `string` | Source dimension retained during long-form normalization. | `محكمة الاستئناف بالرباط` |
| `dimension_d_366` | `string` | Source dimension retained during long-form normalization. | `359` |
| `dimension_d_31` | `string` | Source dimension retained during long-form normalization. | `210` |
| `dimension_d_298` | `string` | Source dimension retained during long-form normalization. | `530` |
| `dimension_d_94` | `string` | Source dimension retained during long-form normalization. | `311` |
| `dimension_d_106` | `string` | Source dimension retained during long-form normalization. | `218` |
| `dimension_d_14` | `string` | Source dimension retained during long-form normalization. | `31` |
| `dimension_d_898` | `string` | Source dimension retained during long-form normalization. | `1386` |
| `dimension_d_2854` | `string` | Source dimension retained during long-form normalization. | `444` |
| `dimension_d_87` | `string` | Source dimension retained during long-form normalization. | `1` |
| `dimension_d_542` | `string` | Source dimension retained during long-form normalization. | `912` |
| `dimension_d_613` | `string` | Source dimension retained during long-form normalization. | `653` |
| `dimension_d_7841` | `string` | Source dimension retained during long-form normalization. | `6775` |
| `dimension_column_2` | `string` | Source dimension retained during long-form normalization. | `محكمة الاستئناف بالرباط` |
| `dimension_d_3274` | `string` | Source dimension retained during long-form normalization. | `877` |
| `dimension_d_6547` | `string` | Source dimension retained during long-form normalization. | `2284` |
| `dimension_d_46` | `string` | Source dimension retained during long-form normalization. | `237` |
| `dimension_d_659` | `string` | Source dimension retained during long-form normalization. | `577` |
| `dimension_d_119` | `string` | Source dimension retained during long-form normalization. | `149` |
| `dimension_d_694` | `string` | Source dimension retained during long-form normalization. | `162` |
| `dimension_d_147` | `string` | Source dimension retained during long-form normalization. | `310` |
| `dimension_d_2696` | `string` | Source dimension retained during long-form normalization. | `1645` |
| `dimension_d_15180` | `string` | Source dimension retained during long-form normalization. | `2130` |
| `dimension_d_246` | `string` | Source dimension retained during long-form normalization. | `43` |
| `dimension_d_1710` | `string` | Source dimension retained during long-form normalization. | `1247` |
| `dimension_d_2579` | `string` | Source dimension retained during long-form normalization. | `879` |
| `dimension_d_33897` | `string` | Source dimension retained during long-form normalization. | `10540` |
| `dimension_column_3` | `string` | Source dimension retained during long-form normalization. | `محكمة الاستئناف بالرباط` |
| `dimension_d_3640` | `string` | Source dimension retained during long-form normalization. | `1236` |
| `dimension_d_8485` | `string` | Source dimension retained during long-form normalization. | `4004` |
| `dimension_d_77` | `string` | Source dimension retained during long-form normalization. | `447` |
| `dimension_d_957` | `string` | Source dimension retained during long-form normalization. | `1107` |
| `dimension_d_213` | `string` | Source dimension retained during long-form normalization. | `460` |
| `dimension_d_800` | `string` | Source dimension retained during long-form normalization. | `380` |
| `dimension_d_161` | `string` | Source dimension retained during long-form normalization. | `341` |
| `dimension_d_3594` | `string` | Source dimension retained during long-form normalization. | `3031` |
| `dimension_d_18034` | `string` | Source dimension retained during long-form normalization. | `2574` |
| `dimension_d_333` | `string` | Source dimension retained during long-form normalization. | `44` |
| `dimension_d_2252` | `string` | Source dimension retained during long-form normalization. | `2159` |
| `dimension_d_3192` | `string` | Source dimension retained during long-form normalization. | `1532` |
| `dimension_d_41738` | `string` | Source dimension retained during long-form normalization. | `17315` |
| `dimension_column_4` | `string` | Source dimension retained during long-form normalization. | `محكمة الاستئناف بالرباط` |
| `dimension_d_3081` | `string` | Source dimension retained during long-form normalization. | `873` |
| `dimension_d_5895` | `string` | Source dimension retained during long-form normalization. | `2760` |
| `dimension_d_45` | `string` | Source dimension retained during long-form normalization. | `172` |
| `dimension_d_587` | `string` | Source dimension retained during long-form normalization. | `426` |
| `dimension_d_110` | `string` | Source dimension retained during long-form normalization. | `120` |
| `dimension_d_655` | `string` | Source dimension retained during long-form normalization. | `281` |
| `dimension_d_148` | `string` | Source dimension retained during long-form normalization. | `280` |
| `dimension_d_2266` | `string` | Source dimension retained during long-form normalization. | `1293` |
| `dimension_d_12597` | `string` | Source dimension retained during long-form normalization. | `1568` |
| `dimension_d_220` | `string` | Source dimension retained during long-form normalization. | `19` |
| `dimension_d_1358` | `string` | Source dimension retained during long-form normalization. | `1094` |
| `dimension_d_2207` | `string` | Source dimension retained during long-form normalization. | `993` |
| `dimension_d_29169` | `string` | Source dimension retained during long-form normalization. | `9879` |
| `dimension_column_5` | `string` | Source dimension retained during long-form normalization. | `محكمة الاستئناف بالرباط` |
| `dimension_d_559` | `string` | Source dimension retained during long-form normalization. | `363` |
| `dimension_d_2590` | `string` | Source dimension retained during long-form normalization. | `1244` |
| `dimension_d_32` | `string` | Source dimension retained during long-form normalization. | `275` |
| `dimension_d_370` | `string` | Source dimension retained during long-form normalization. | `681` |
| `dimension_d_103` | `string` | Source dimension retained during long-form normalization. | `340` |
| `dimension_d_145` | `string` | Source dimension retained during long-form normalization. | `99` |
| `dimension_d_13` | `string` | Source dimension retained during long-form normalization. | `61` |
| `dimension_d_1328` | `string` | Source dimension retained during long-form normalization. | `1738` |
| `dimension_d_5437` | `string` | Source dimension retained during long-form normalization. | `1006` |
| `dimension_d_113` | `string` | Source dimension retained during long-form normalization. | `25` |
| `dimension_d_894` | `string` | Source dimension retained during long-form normalization. | `1065` |
| `dimension_d_985` | `string` | Source dimension retained during long-form normalization. | `539` |
| `dimension_d_12569` | `string` | Source dimension retained during long-form normalization. | `7436` |
| `dimension_column_6` | `string` | Source dimension retained during long-form normalization. | `محكمة الاستئناف بالرباط` |
| `dimension_d_588` | `string` | Source dimension retained during long-form normalization. | `352` |
| `dimension_d_196` | `string` | Source dimension retained during long-form normalization. | `42` |
| `dimension_d_205` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_883` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_1756` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_30` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_36` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_4028` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_71` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_1443` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_236` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_11427` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_column_7` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_457` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_1576` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_456` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_404` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_3276` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_2544` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_33` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_44` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_17299` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_755` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_3223` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_2899` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_32966` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_column_8` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_1045` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_3531` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_652` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_609` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_4159` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_4300` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_63` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_80` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_21327` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_826` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_4666` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_3135` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_44393` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_column_9` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_362` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_2050` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_495` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_365` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_2405` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_2532` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_41` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_7` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_18195` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_697` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_3381` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_2865` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_33395` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_column_10` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_683` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_1481` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_157` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_244` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_1754` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_1768` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_22` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_73` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_3132` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_129` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_1285` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_270` | `string` | Source dimension retained during long-form normalization. | `` |
| `dimension_d_10998` | `string` | Source dimension retained during long-form normalization. | `` |
| `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-caf65c79")
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

- Canonical time field: `year`.
- 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 2024.xlsx](https://data.gov.ma/data/ar/dataset/e662a834-ae34-41c9-8de8-881a13f53c73/resource/39ded81a-1cab-4cac-b847-24095e7f3946/download/-2024.xlsx)
- **License:** [Open Data Commons Open Database License](https://opendatacommons.org/licenses/odbl/)
- **Retrieved/generated:** `2026-07-16T21:32:28Z`
- **Hugging Face repo:** [electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-caf65c79](https://huggingface.co/datasets/electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-caf65c79)

## 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
- Build time-series views and period-over-period comparisons
- Pivot to geography x period or indicator x period matrices
- 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_caf65c79_1955,
  title        = {Activite Detaillee Des Cours D Appel | Africa (Morocco Open Data)},
  author       = {MJ},
  year         = {1955},
  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-caf65c79}}
}
```

## 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_