electricsheepafrica/africa-morocco-creances-des-autres-societes-financieres-sur-les-agents-no-577cb81c

Creances Des Autres Societes Financieres Sur Les Agents No | Africa (Morocco Open Data)

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

TL;DR

This dataset contains 16 rows from Morocco Open Data, covering Creances Des Autres Societes Financieres Sur Les Agents No. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Economic datasets help analysts examine production, prices, public finance, trade flows, market conditions, and macroeconomic change.

Source-provided context: Ce fichier présente les créances des autres sociétés financières sur les agents non financiers ventilés par catégorie de créancier pour la période de décembre 2007 à septembre 2023

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	16
Countries/areas	1
First period	n/a
Last period	n/a
Indicators	0
Columns	77
Source format	XLSX

Geographic Coverage

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

Area	Rows	First year	Last year	Name
MAR	16	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.	b81cd203-fe19-4b96-8f3f-88ad3f7cdc06:feuil1:0
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.	Feuil1
fonds_de_placement_collectifs_en_titrisation	string	Source column from the original resource.	Titres émis par les sociétés non financiéres et détenus par les autre...
nd	string	Source column from the original resource.	35728.32557572871
nd_2	string	Source column from the original resource.	38815.72810360038
nd_3	string	Source column from the original resource.	35491.49333579655
nd_4	string	Source column from the original resource.	33615.98632852568
nd_5	string	Source column from the original resource.	35631.70129612611
nd_6	string	Source column from the original resource.	36055.43587271621
nd_7	string	Source column from the original resource.	38872.99716689322
nd_8	string	Source column from the original resource.	39225.023054251
nd_9	string	Source column from the original resource.	65933.23847463027
nd_10	string	Source column from the original resource.	69083.94450716046
nd_11	string	Source column from the original resource.	75652.06878271762
nd_12	string	Source column from the original resource.	73739.88264012912
d_1607_9735981200001	string	Source column from the original resource.	81026.28752844238
d_1546_59225625	string	Source column from the original resource.	86342.82252046617
d_1500_4596021999998	string	Source column from the original resource.	83368.83598279906
d_1449_8894848600003	string	Source column from the original resource.	82239.31292766427
d_1397_53104586	double	Source column from the original resource.	86260.67676225386
d_2322_8622634099997	double	Source column from the original resource.	83881.90168281703
d_2257_91233164	double	Source column from the original resource.	83896.0496556703
d_2184_69746774	double	Source column from the original resource.	88507.97180425384
d_2113_2780134	double	Source column from the original resource.	85559.86011658156
d_2042_3216157200002	double	Source column from the original resource.	84997.47153530661
d_1979_5577164400001	double	Source column from the original resource.	84377.9966496924
d_1886_49142155	double	Source column from the original resource.	85356.52724921991
d_1824_3035829	double	Source column from the original resource.	83878.52138238144
d_1753_98799012	double	Source column from the original resource.	91264.52708586805
d_2846_95831418	double	Source column from the original resource.	89117.3785251186
d_2726_2106627200005	double	Source column from the original resource.	91490.70093499502
d_2523_27299787	double	Source column from the original resource.	88459.31608785549
d_2416_8215804499996	double	Source column from the original resource.	95003.60028557591
d_2315_06662032	double	Source column from the original resource.	92354.9239960704
d_2215_80459943	double	Source column from the original resource.	91677.52404312626
d_2121_8825999	double	Source column from the original resource.	93017.7710457709
d_2023_5208344799998	double	Source column from the original resource.	94600.5187187327
d_1930_84171595	double	Source column from the original resource.	97675.73313445949
d_1839_7920118399998	double	Source column from the original resource.	101083.73362919455
d_1750_09088826	double	Source column from the original resource.	102986.5653210688
d_2228_2769435	double	Source column from the original resource.	113746.07039570832
d_2063_03137580541	double	Source column from the original resource.	113733.8106758453
d_1956_06633767	double	Source column from the original resource.	115991.86970988444
d_2795_9580075142057	double	Source column from the original resource.	116900.50470995516
d_2651_37230744	double	Source column from the original resource.	123373.7954187555
d_2511_5734164200003	double	Source column from the original resource.	123247.72310208932
d_2385_6266341428777	double	Source column from the original resource.	124206.02266785176
d_4375_365687951431	double	Source column from the original resource.	115296.36155952238
d_4231_004928500352	double	Source column from the original resource.	118890.25190859982
d_6195_6309071980795	double	Source column from the original resource.	129329.73086863972
d_6004_625057174089	double	Source column from the original resource.	132041.72249251715
d_6834_3403988355485	double	Source column from the original resource.	144383.81452304713
d_6645_40613766155	double	Source column from the original resource.	142376.20452880347
d_6484_55553374947	double	Source column from the original resource.	147529.72923079904
d_6381_488285949398	double	Source column from the original resource.	152799.96333533022
d_6235_952494007665	double	Source column from the original resource.	156513.23311117152
d_6172_070369716698	double	Source column from the original resource.	164113.99116801168
d_6960_025291000465	double	Source column from the original resource.	168596.20896881697
d_7930_957250373634	double	Source column from the original resource.	173821.01982726384
d_8201_723125831033	double	Source column from the original resource.	178177.43116235032
d_7799_2165232734105	double	Source column from the original resource.	179512.76399830237
d_7570_079883037006	double	Source column from the original resource.	177506.58481898264
d_7420_334924454873	double	Source column from the original resource.	177375.449059351
d_7659_71775668	double	Source column from the original resource.	174301.38534995724
d_7515_414469986175	double	Source column from the original resource.	171458.6575367134
d_8001_717384736275	double	Source column from the original resource.	174483.09536262276
d_7576_627990227937	double	Source column from the original resource.	177067.0327494225
source_provider	string	Publishing organization.	Bank Al-Maghrib
source_dataset	string	Source dataset or package title.	Créances des autres sociétés financières sur les agents non financier...
source_resource	string	Source resource title, table name, or file name.	37-Créances des ASF sur les agents non financiers par catgorie de cré...
source_package_id	string	Source package identifier.	ee1a44e2-159a-4770-8f2d-9499ea3b3ae1
source_resource_id	string	Source resource identifier.	b81cd203-fe19-4b96-8f3f-88ad3f7cdc06
source_url	string	Original source URL or download URL.	https://data.gov.ma/data/fr/dataset/ee1a44e2-159a-4770-8f2d-9499ea3b3...
license_id	string	Source license identifier.	odc-odbl
retrieved_at	string	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	2026-07-16T21:31:48Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-morocco-creances-des-autres-societes-financieres-sur-les-agents-no-577cb81c")
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: Bank Al-Maghrib
• Portal: https://data.gov.ma/data
• Resource: 37-Créances des ASF sur les agents non financiers par catgorie de créancier déc 2007 - sept 2023.xlsx
• License: Open Data Commons Open Database License
• Retrieved/generated: 2026-07-16T22:06:56Z
• Hugging Face repo: electricsheepafrica/africa-morocco-creances-des-autres-societes-financieres-sur-les-agents-no-577cb81c

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

• Build time-series dashboards
• Compare economic indicators
• Join with population or sector data
• Check missingness before modeling
• Use country_iso3 as the safest geography join key when present

Citation

@misc{electric_sheep_africa_africa_morocco_creances_des_autres_societes_financieres_sur_les_agents_no_577cb8_2026,
  title        = {Creances Des Autres Societes Financieres Sur Les Agents No | Africa (Morocco Open Data)},
  author       = {Bank Al-Maghrib},
  year         = {2026},
  url          = {https://data.gov.ma/data/dataset/creances-des-autres-societes-financieres-sur-les-agents-non-financiers-par-categorie-de-creancier_},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-creances-des-autres-societes-financieres-sur-les-agents-no-577cb81c}}
}

License

Released under Open Data Commons Open Database License.

Original data is published by Bank Al-Maghrib. 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/creances-des-autres-societes-financieres-sur-les-agents-non-financiers-par-categorie-de-creancier_