electricsheepafrica/africa-morocco-activite-detaillee-des-chambres-d-appel-des-tribunaux-de-p-279019be

Activite Detaillee Des Chambres D Appel Des Tribunaux De P | Africa (Morocco Open Data)

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

TL;DR

This dataset contains 76 rows from Morocco Open Data, covering Activite Detaillee Des Chambres D Appel Des Tribunaux De P. 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 chambres d'appel des tribunaux de première instance pour 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	76
Countries/areas	1
First period	n/a
Last period	n/a
Indicators	0
Columns	105
Source format	XLSX

Geographic Coverage

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

Area	Rows	First year	Last year	Name
MAR	76	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.	5ad6a777-5045-4a4f-b5b5-4660d3387c45:2021:0
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.	الغرف بتفصيل2021
column	string	Source column from the original resource.	المحكمة الابتدائية المدنية بالدار البيضاء
column_2	double	Source column from the original resource.	0.0
column_3	double	Source column from the original resource.	0.0
column_4	double	Source column from the original resource.	0.0
column_5	double	Source column from the original resource.	0.0
column_6	double	Source column from the original resource.	``
column_7	double	Source column from the original resource.	``
column_8	double	Source column from the original resource.	0.0
column_9	double	Source column from the original resource.	0.0
d_20000	double	Source column from the original resource.	0.0
column_10	double	Source column from the original resource.	0.0
column_11	double	Source column from the original resource.	282.0
column_12	double	Source column from the original resource.	0.0
column_13	double	Source column from the original resource.	``
column_14	double	Source column from the original resource.	``
column_15	double	Source column from the original resource.	``
column_16	double	Source column from the original resource.	``
column_17	double	Source column from the original resource.	``
column_18	double	Source column from the original resource.	``
column_19	double	Source column from the original resource.	0.0
column_20	int64	Source column from the original resource.	282
column_21	string	Source column from the original resource.	المحكمة الابتدائية المدنية بالدار البيضاء
column_22	double	Source column from the original resource.	0.0
column_23	double	Source column from the original resource.	0.0
column_24	double	Source column from the original resource.	0.0
column_25	double	Source column from the original resource.	0.0
column_26	double	Source column from the original resource.	``
column_27	double	Source column from the original resource.	``
column_28	double	Source column from the original resource.	0.0
column_29	double	Source column from the original resource.	0.0
d_20000_2	double	Source column from the original resource.	0.0
column_30	double	Source column from the original resource.	0.0
column_31	double	Source column from the original resource.	257.0
column_32	double	Source column from the original resource.	0.0
column_33	double	Source column from the original resource.	``
column_34	double	Source column from the original resource.	``
column_35	double	Source column from the original resource.	``
column_36	double	Source column from the original resource.	``
column_37	double	Source column from the original resource.	``
column_38	double	Source column from the original resource.	``
column_39	double	Source column from the original resource.	0.0
column_40	int64	Source column from the original resource.	257
column_41	string	Source column from the original resource.	المحكمة الابتدائية المدنية بالدار البيضاء
column_42	double	Source column from the original resource.	0.0
column_43	double	Source column from the original resource.	0.0
column_44	double	Source column from the original resource.	0.0
column_45	double	Source column from the original resource.	0.0
column_46	double	Source column from the original resource.	``
column_47	double	Source column from the original resource.	``
column_48	double	Source column from the original resource.	0.0
column_49	double	Source column from the original resource.	0.0
d_20000_3	double	Source column from the original resource.	0.0
column_50	double	Source column from the original resource.	0.0
column_51	double	Source column from the original resource.	185.0
column_52	double	Source column from the original resource.	0.0
column_53	double	Source column from the original resource.	``
column_54	double	Source column from the original resource.	``
column_55	double	Source column from the original resource.	``
column_56	double	Source column from the original resource.	``
column_57	double	Source column from the original resource.	``
column_58	double	Source column from the original resource.	``
column_59	double	Source column from the original resource.	0.0
column_60	int64	Source column from the original resource.	185
column_61	string	Source column from the original resource.	المحكمة الابتدائية المدنية بالدار البيضاء
column_62	double	Source column from the original resource.	``
column_63	double	Source column from the original resource.	``
column_64	double	Source column from the original resource.	``
column_65	double	Source column from the original resource.	``
column_66	double	Source column from the original resource.	``
column_67	double	Source column from the original resource.	``
column_68	double	Source column from the original resource.	``
column_69	double	Source column from the original resource.	``
column_70	int64	Source column from the original resource.	0
column_71	string	Source column from the original resource.	المحكمة الابتدائية المدنية بالدار البيضاء
column_72	double	Source column from the original resource.	``
column_73	double	Source column from the original resource.	``
column_74	double	Source column from the original resource.	``
column_75	double	Source column from the original resource.	``
column_76	double	Source column from the original resource.	``
column_77	double	Source column from the original resource.	``
column_78	double	Source column from the original resource.	``
column_79	double	Source column from the original resource.	``
column_80	int64	Source column from the original resource.	``
column_81	string	Source column from the original resource.	``
column_82	double	Source column from the original resource.	``
column_83	double	Source column from the original resource.	``
column_84	double	Source column from the original resource.	``
column_85	double	Source column from the original resource.	``
column_86	double	Source column from the original resource.	``
column_87	double	Source column from the original resource.	``
column_88	double	Source column from the original resource.	``
column_89	double	Source column from the original resource.	``
column_90	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-chambres-d-appel-des-tribunaux-de-p-279019be")
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 لغرف الاستئناف بالمحاكم الابتدائية برسم سنة 2021.xlsx
• License: Open Data Commons Open Database License
• Retrieved/generated: 2026-07-16T22:12:52Z
• Hugging Face repo: electricsheepafrica/africa-morocco-activite-detaillee-des-chambres-d-appel-des-tribunaux-de-p-279019be

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_chambres_d_appel_des_tribunaux_de_p_279019_2026,
  title        = {Activite Detaillee Des Chambres D Appel Des Tribunaux De P | Africa (Morocco Open Data)},
  author       = {MJ},
  year         = {2026},
  url          = {https://data.gov.ma/data/dataset/activite-detaillee-des-chambres-d-appel-des-tribunaux-de-premiere-instance-pour-l-annee-2021},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-activite-detaillee-des-chambres-d-appel-des-tribunaux-de-p-279019be}}
}

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-chambres-d-appel-des-tribunaux-de-premiere-instance-pour-l-annee-2021