electricsheepafrica/africa-morocco-position-des-autres-societes-financieres-vis-a-vis-des-soc-1f9cbe2f

Position Des Autres Societes Financieres Vis a Vis Des Soc | Africa (Morocco Open Data)

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

TL;DR

This dataset contains 34 rows from Morocco Open Data, covering Position Des Autres Societes Financieres Vis a Vis Des Soc. 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 la position des autres sociétés financières vis-à-vis des sociétés non financières 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	34
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	34	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.	8b415ad9-9f45-47a5-a74d-16975ae2f7b0: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
opcvm_obligations	string	Source column from the original resource.	Entreprises d'assurances et de réassurance
nd	string	Source column from the original resource.	ND
nd_2	string	Source column from the original resource.	ND
nd_3	string	Source column from the original resource.	ND
nd_4	string	Source column from the original resource.	ND
nd_5	string	Source column from the original resource.	ND
nd_6	string	Source column from the original resource.	ND
nd_7	string	Source column from the original resource.	ND
nd_8	string	Source column from the original resource.	ND
nd_9	string	Source column from the original resource.	6620.946790219426
nd_10	string	Source column from the original resource.	6568.31047218395
nd_11	string	Source column from the original resource.	6515.674154148475
nd_12	string	Source column from the original resource.	6868.537102959608
nd_13	double	Source column from the original resource.	7221.400051770741
nd_14	double	Source column from the original resource.	7359.714489296348
nd_15	double	Source column from the original resource.	7498.030848456567
nd_16	double	Source column from the original resource.	7644.654188600382
d_10010_74289	double	Source column from the original resource.	7791.2775287442
d_10572_672792299249	double	Source column from the original resource.	7859.186631017483
d_10420_081194595863	double	Source column from the original resource.	7927.095733290768
d_12059_5222	double	Source column from the original resource.	8257.915902488126
d_12676_129179476437	double	Source column from the original resource.	8588.73607168549
d_12257_865272596633	double	Source column from the original resource.	9083.827837115105
d_11907_13987	double	Source column from the original resource.	9578.929602544726
d_12053_11953	double	Source column from the original resource.	9776.804331661328
d_12930_43013	double	Source column from the original resource.	6940.8312211600005
d_15231_536660000003	double	Source column from the original resource.	6974.474346351017
d_12204_60041	double	Source column from the original resource.	7008.117471552033
d_13056_25775	double	Source column from the original resource.	7116.393390002675
d_11911_70664	double	Source column from the original resource.	6086.323393400436
d_15564_20728	double	Source column from the original resource.	6029.0443420296015
d_12819_136555677467	double	Source column from the original resource.	5971.765608938929
d_12751_332490000003	double	Source column from the original resource.	6254.420169579835
d_12466_169420749446	double	Source column from the original resource.	7791.503007952113
d_12024_3745	double	Source column from the original resource.	7732.926766523634
d_11477_288529321575	double	Source column from the original resource.	7674.350525095152
d_10690_35185	double	Source column from the original resource.	7912.232357476893
d_8806_513204794564	double	Source column from the original resource.	7948.2815501893565
d_12607_187605872181	double	Source column from the original resource.	8836.818154443805
d_9284_282333111125	double	Source column from the original resource.	9292.685238335143
d_9320_722003130182	double	Source column from the original resource.	9100.21327618514
d_8839_920901201627	double	Source column from the original resource.	8906.209594470376
d_11692_392353678639	double	Source column from the original resource.	8886.398079324204
d_8869_071607620284	double	Source column from the original resource.	8866.586564178031
d_9935_665771724507	double	Source column from the original resource.	9147.120233415686
d_9749_929591829032	double	Source column from the original resource.	9427.653902653336
d_10608_119540064608	double	Source column from the original resource.	9624.35623268918
d_10441_343373168296	double	Source column from the original resource.	9821.058562725022
d_9936_979824679765	double	Source column from the original resource.	7575.649703023366
d_12680_931019083415	double	Source column from the original resource.	7706.068005528898
d_13212_556222222285	double	Source column from the original resource.	7956.843252225794
d_14227_880542930947	double	Source column from the original resource.	8207.618498922691
d_16261_791037418221	double	Source column from the original resource.	8218.555265040388
d_17018_227125917372	double	Source column from the original resource.	8229.492031158085
d_18129_15121052207	double	Source column from the original resource.	8442.689902264481
d_17837_06528549965	double	Source column from the original resource.	8655.88777337088
d_19395_313584817955	double	Source column from the original resource.	8713.429570908906
d_19932_105604242934	double	Source column from the original resource.	8770.971368446933
d_22057_275921562014	double	Source column from the original resource.	8933.187677423173
d_21801_760124518474	double	Source column from the original resource.	9095.40398639941
d_20537_263439525283	double	Source column from the original resource.	9270.18314119988
d_17955_07943919075	double	Source column from the original resource.	9444.96229600035
d_17381_871276551363	double	Source column from the original resource.	9578.529732698278
d_16844_664039100913	double	Source column from the original resource.	9578.529732698278
d_17715_705415080003	double	Source column from the original resource.	9578.529732698278
source_provider	string	Publishing organization.	Bank Al-Maghrib
source_dataset	string	Source dataset or package title.	Position des autres sociétés financières vis-à-vis des sociétés non f...
source_resource	string	Source resource title, table name, or file name.	39-Position des ASF vis-vis des sociétés non financires déc 2007 - se...
source_package_id	string	Source package identifier.	c03ac0d1-6d80-4cc3-b035-d8c69658b2da
source_resource_id	string	Source resource identifier.	8b415ad9-9f45-47a5-a74d-16975ae2f7b0
source_url	string	Original source URL or download URL.	https://data.gov.ma/data/fr/dataset/c03ac0d1-6d80-4cc3-b035-d8c69658b...
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-position-des-autres-societes-financieres-vis-a-vis-des-soc-1f9cbe2f")
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: 39-Position des ASF vis-vis des sociétés non financires déc 2007 - sept 2023.xlsx
• License: Open Data Commons Open Database License
• Retrieved/generated: 2026-07-16T22:06:52Z
• Hugging Face repo: electricsheepafrica/africa-morocco-position-des-autres-societes-financieres-vis-a-vis-des-soc-1f9cbe2f

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_position_des_autres_societes_financieres_vis_a_vis_des_soc_1f9cbe_2026,
  title        = {Position Des Autres Societes Financieres Vis a Vis Des Soc | Africa (Morocco Open Data)},
  author       = {Bank Al-Maghrib},
  year         = {2026},
  url          = {https://data.gov.ma/data/dataset/position-des-autres-societes-financieres-vis-a-vis-des-societes-non-financieres},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-position-des-autres-societes-financieres-vis-a-vis-des-soc-1f9cbe2f}}
}

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/position-des-autres-societes-financieres-vis-a-vis-des-societes-non-financieres