electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-2021-63ccc93e

Activite Detaillee Des Cours D Appel 2021 | Africa (Morocco Open Data)

22 rows - 1 Africa country/area - time not specified - source table - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 22 rows from Morocco Open Data, covering Activite Detaillee Des Cours D Appel 2021. 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 au titre de l’année 2021

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	22
Countries/areas	1
First period	n/a
Last period	n/a
Indicators	0
Columns	93
Source format	XLSX

Geographic Coverage

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

Area	Rows	First year	Last year	Name
MAR	22	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.	127e6045-a98b-481e-ab21-cf0a4c4968ca:2021:0
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 بتفصيل2021
column	string	Source column from the original resource.	محكمة الاستئناف بالرباط
d_2254	int64	Source column from the original resource.	1221
d_8323	int64	Source column from the original resource.	2460
d_602	int64	Source column from the original resource.	185
d_566	int64	Source column from the original resource.	763
d_2702	int64	Source column from the original resource.	154
d_105	int64	Source column from the original resource.	161
d_3148	int64	Source column from the original resource.	1904
d_8116	int64	Source column from the original resource.	1673
d_225	int64	Source column from the original resource.	0
d_3085	int64	Source column from the original resource.	1904
d_0	int64	Source column from the original resource.	0
d_29126	int64	Source column from the original resource.	10425
column_2	string	Source column from the original resource.	محكمة الاستئناف بالرباط
d_2111	int64	Source column from the original resource.	1283
d_8788	int64	Source column from the original resource.	2358
d_886	int64	Source column from the original resource.	85
d_727	int64	Source column from the original resource.	298
d_2874	int64	Source column from the original resource.	55
d_104	int64	Source column from the original resource.	124
d_2632	int64	Source column from the original resource.	1182
d_8836	int64	Source column from the original resource.	1637
d_217	int64	Source column from the original resource.	0
d_3442	int64	Source column from the original resource.	2189
d_0_2	int64	Source column from the original resource.	0
d_30617	int64	Source column from the original resource.	9211
column_3	string	Source column from the original resource.	محكمة الاستئناف بالرباط
d_378	int64	Source column from the original resource.	337
d_834	int64	Source column from the original resource.	3318
d_7	int64	Source column from the original resource.	311
d_119	int64	Source column from the original resource.	1150
d_330	int64	Source column from the original resource.	283
d_1	int64	Source column from the original resource.	51
d_999	int64	Source column from the original resource.	2400
d_25	int64	Source column from the original resource.	921
d_23	int64	Source column from the original resource.	0
d_169	int64	Source column from the original resource.	2675
d_0_3	int64	Source column from the original resource.	0
d_2885	int64	Source column from the original resource.	11446
column_4	string	Source column from the original resource.	محكمة الاستئناف بالرباط
d_358	int64	Source column from the original resource.	285
d_1798	int64	Source column from the original resource.	1817
d_340	int64	Source column from the original resource.	197
d_221	int64	Source column from the original resource.	79
d_2627	int64	Source column from the original resource.	1795
d_1898	int64	Source column from the original resource.	1438
d_37	int64	Source column from the original resource.	34
d_40	int64	Source column from the original resource.	16
d_14696	int64	Source column from the original resource.	7578
d_331	int64	Source column from the original resource.	235
d_603	int64	Source column from the original resource.	1016
d_2310	int64	Source column from the original resource.	2401
d_25259	int64	Source column from the original resource.	16891
column_5	string	Source column from the original resource.	محكمة الاستئناف بالرباط
d_325	int64	Source column from the original resource.	297
d_2331	int64	Source column from the original resource.	1979
d_321	int64	Source column from the original resource.	173
d_93	int64	Source column from the original resource.	84
d_2601	int64	Source column from the original resource.	1335
1975	int64	Source column from the original resource.	1292
d_35	int64	Source column from the original resource.	24
d_31	int64	Source column from the original resource.	31
d_14250	int64	Source column from the original resource.	6392
d_336	int64	Source column from the original resource.	173
d_561	int64	Source column from the original resource.	863
d_2287	int64	Source column from the original resource.	2432
d_25146	int64	Source column from the original resource.	15075
column_6	string	Source column from the original resource.	محكمة الاستئناف بالرباط
d_77	int64	Source column from the original resource.	288
d_134	int64	Source column from the original resource.	1289
d_82	int64	Source column from the original resource.	149
d_129	int64	Source column from the original resource.	39
d_956	int64	Source column from the original resource.	1687
d_99	int64	Source column from the original resource.	956
d_16	int64	Source column from the original resource.	63
d_23_2	int64	Source column from the original resource.	28
d_1739	int64	Source column from the original resource.	``
d_30	int64	Source column from the original resource.	``
d_88	int64	Source column from the original resource.	``
d_100	int64	Source column from the original resource.	``
d_3473	int64	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

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-2021-63ccc93e")
df = ds["train"].to_pandas()
print(df.head())

Inspect Columns

print(df.info())
print(df.head())

Filter By Geography

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

Time-Series Pattern

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

Pivot For Analysis

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
• Publisher: MJ
• Portal: https://data.gov.ma/data
• Resource: النشاط المفصل لمحاكم الاستئناف.xlsx
• License: Open Data Commons Open Database License
• Retrieved/generated: 2026-07-16T22:12:46Z
• Hugging Face repo: electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-2021-63ccc93e

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

@misc{electric_sheep_africa_africa_morocco_activite_detaillee_des_cours_d_appel_2021_63ccc93e_2026,
  title        = {Activite Detaillee Des Cours D Appel 2021 | Africa (Morocco Open Data)},
  author       = {MJ},
  year         = {2026},
  url          = {https://data.gov.ma/data/dataset/activite-detaillee-des-cours-d-appel-2021},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-2021-63ccc93e}}
}

License

Released under Open Data Commons Open Database License.

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.

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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-2021