electricsheepafrica/africa-morocco-activite-des-chambres-d-appel-des-tribunaux-de-premiere-in-d28721d7

Activite Des Chambres D Appel Des Tribunaux De Premiere in | 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 Des Chambres D Appel Des Tribunaux De Premiere in. 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 en 2022

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	167
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.	89e588fd-b9e2-423a-a42d-ac42731d45fc:2022:0
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 بتفصيل2022
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.	0.0
column_7	double	Source column from the original resource.	0.0
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.	185.0
column_12	double	Source column from the original resource.	0.0
column_13	double	Source column from the original resource.	0.0
column_14	double	Source column from the original resource.	0.0
column_15	double	Source column from the original resource.	0.0
column_16	double	Source column from the original resource.	0.0
column_17	double	Source column from the original resource.	0.0
column_18	double	Source column from the original resource.	0.0
column_19	double	Source column from the original resource.	0.0
column_20	int64	Source column from the original resource.	185
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.	0.0
column_27	double	Source column from the original resource.	0.0
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.	422.0
column_32	double	Source column from the original resource.	0.0
column_33	double	Source column from the original resource.	0.0
column_34	double	Source column from the original resource.	0.0
column_35	double	Source column from the original resource.	0.0
column_36	double	Source column from the original resource.	0.0
column_37	double	Source column from the original resource.	0.0
column_38	double	Source column from the original resource.	0.0
column_39	double	Source column from the original resource.	0.0
column_40	int64	Source column from the original resource.	422
column_41	string	Source column from the original resource.	المحكمة الابتدائية المدنية بالدار البيضاء
column_42	int64	Source column from the original resource.	0
column_43	int64	Source column from the original resource.	0
column_44	int64	Source column from the original resource.	0
column_45	int64	Source column from the original resource.	0
column_46	int64	Source column from the original resource.	0
column_47	int64	Source column from the original resource.	0
column_48	int64	Source column from the original resource.	0
column_49	int64	Source column from the original resource.	0
d_20000_3	int64	Source column from the original resource.	0
column_50	int64	Source column from the original resource.	0
column_51	int64	Source column from the original resource.	607
column_52	int64	Source column from the original resource.	0
column_53	int64	Source column from the original resource.	0
column_54	int64	Source column from the original resource.	0
column_55	int64	Source column from the original resource.	0
column_56	int64	Source column from the original resource.	0
column_57	int64	Source column from the original resource.	0
column_58	int64	Source column from the original resource.	0
column_59	int64	Source column from the original resource.	0
column_60	int64	Source column from the original resource.	607
column_61	string	Source column from the original resource.	المحكمة الابتدائية المدنية بالدار البيضاء
column_62	double	Source column from the original resource.	0.0
column_63	double	Source column from the original resource.	0.0
column_64	double	Source column from the original resource.	0.0
column_65	double	Source column from the original resource.	0.0
column_66	double	Source column from the original resource.	0.0
column_67	double	Source column from the original resource.	0.0
column_68	double	Source column from the original resource.	0.0
column_69	double	Source column from the original resource.	0.0
d_20000_4	double	Source column from the original resource.	0.0
column_70	double	Source column from the original resource.	0.0
column_71	double	Source column from the original resource.	287.0
column_72	double	Source column from the original resource.	0.0
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.	``
d_20000_5	double	Source column from the original resource.	``
column_90	double	Source column from the original resource.	``
column_91	double	Source column from the original resource.	``
column_92	double	Source column from the original resource.	``
column_93	double	Source column from the original resource.	``
column_94	double	Source column from the original resource.	``
column_95	double	Source column from the original resource.	``
column_96	double	Source column from the original resource.	``
column_97	double	Source column from the original resource.	``
column_98	double	Source column from the original resource.	``
column_99	double	Source column from the original resource.	``
column_100	int64	Source column from the original resource.	``
column_101	string	Source column from the original resource.	``
column_102	double	Source column from the original resource.	``
column_103	double	Source column from the original resource.	``
column_104	double	Source column from the original resource.	``
column_105	double	Source column from the original resource.	``
column_106	double	Source column from the original resource.	``
column_107	double	Source column from the original resource.	``
column_108	double	Source column from the original resource.	``
column_109	double	Source column from the original resource.	``
column_110	int64	Source column from the original resource.	``
column_111	string	Source column from the original resource.	``
column_112	double	Source column from the original resource.	``
column_113	double	Source column from the original resource.	``
column_114	double	Source column from the original resource.	``
column_115	double	Source column from the original resource.	``
column_116	double	Source column from the original resource.	``
column_117	double	Source column from the original resource.	``
column_118	double	Source column from the original resource.	``
column_119	double	Source column from the original resource.	``
column_120	int64	Source column from the original resource.	``
column_121	string	Source column from the original resource.	``
column_122	double	Source column from the original resource.	``
column_123	double	Source column from the original resource.	``
column_124	double	Source column from the original resource.	``
column_125	double	Source column from the original resource.	``
column_126	double	Source column from the original resource.	``
column_127	double	Source column from the original resource.	``
column_128	double	Source column from the original resource.	``
column_129	double	Source column from the original resource.	``
column_130	int64	Source column from the original resource.	``
column_131	string	Source column from the original resource.	``
column_132	double	Source column from the original resource.	``
column_133	double	Source column from the original resource.	``
column_134	double	Source column from the original resource.	``
column_135	double	Source column from the original resource.	``
column_136	double	Source column from the original resource.	``
column_137	double	Source column from the original resource.	``
column_138	double	Source column from the original resource.	``
column_139	double	Source column from the original resource.	``
column_140	int64	Source column from the original resource.	``
column_141	string	Source column from the original resource.	``
column_142	double	Source column from the original resource.	``
column_143	double	Source column from the original resource.	``
column_144	double	Source column from the original resource.	``
column_145	double	Source column from the original resource.	``
column_146	double	Source column from the original resource.	``
column_147	double	Source column from the original resource.	``
column_148	double	Source column from the original resource.	``
column_149	double	Source column from the original resource.	``
column_150	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-des-chambres-d-appel-des-tribunaux-de-premiere-in-d28721d7")
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 2022.xlsx
• License: Open Data Commons Open Database License
• Retrieved/generated: 2026-07-16T22:10:38Z
• Hugging Face repo: electricsheepafrica/africa-morocco-activite-des-chambres-d-appel-des-tribunaux-de-premiere-in-d28721d7

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_des_chambres_d_appel_des_tribunaux_de_premiere_in_d28721_2026,
  title        = {Activite Des Chambres D Appel Des Tribunaux De Premiere in | Africa (Morocco Open Data)},
  author       = {MJ},
  year         = {2026},
  url          = {https://data.gov.ma/data/dataset/activite-des-chambres-d-appel-des-tribunaux-de-premiere-instance-2022},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-activite-des-chambres-d-appel-des-tribunaux-de-premiere-in-d28721d7}}
}

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.

---

Provenance: README standardized 2026-08-11 by the Electric Sheep Africa README system. Source URL: https://data.gov.ma/data/dataset/activite-des-chambres-d-appel-des-tribunaux-de-premiere-instance-2022