electricsheepafrica/africa-morocco-activite-detaillee-des-cours-d-appel-caf65c79

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

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

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

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

• 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
• Publisher: MJ
• Portal: https://data.gov.ma/data
• Resource: النشاط المفصل لمحاكم الاستئناف سنة 2024.xlsx
• License: Open Data Commons Open Database License
• Retrieved/generated: 2026-07-16T21:32:28Z
• Hugging Face repo: 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

@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.

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-en-2023_