electricsheepafrica/africa-morocco-compte-de-patrimoine-des-opcvm-actions-dec-2011-a-sept-202-e73ae19e

Compte De Patrimoine Des Opcvm Actions Dec 2011 a Sept 202 | Africa (Morocco Open Data)

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

TL;DR

This dataset contains 33 rows from Morocco Open Data, covering Compte De Patrimoine Des Opcvm Actions Dec 2011 a Sept 202. 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 le compte de patrimoine des Organisme de placement collectif en valeurs mobilières (OPCVM) Actions pour la période de décembre 2011 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	33
Countries/areas	1
First period	n/a
Last period	n/a
Indicators	0
Columns	155
Source format	XLSX

Geographic Coverage

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

Area	Rows	First year	Last year	Name
MAR	33	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.	fc770826-f157-4915-ab25-b7b7335f9ead: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
actif	string	Source column from the original resource.	Dépôts auprés des banques
d_22862_247478497873	double	Source column from the original resource.	286.0689418601664
d_22703_004102261424	double	Source column from the original resource.	75.37013665874952
d_22819_265417983555	double	Source column from the original resource.	56.78501490620098
d_22018_10272137176	double	Source column from the original resource.	96.33799116880124
d_21017_944400260396	double	Source column from the original resource.	40.40578299547568
d_20471_19417256671	double	Source column from the original resource.	48.92692581563851
d_21198_530991113556	double	Source column from the original resource.	27.545477261457123
d_21577_278507409745	double	Source column from the original resource.	41.099505819796505
d_21592_41770445068	double	Source column from the original resource.	128.5792342009682
d_21129_51664544	double	Source column from the original resource.	63.13097
d_21070_257545775086	double	Source column from the original resource.	63.62841115736343
d_20696_730449390878	double	Source column from the original resource.	58.04027854329736
d_20896_034347160894	double	Source column from the original resource.	173.75569259329131
d_20054_861267334967	double	Source column from the original resource.	169.75633035433782
d_19053_367701917545	double	Source column from the original resource.	103.18324745371156
d_19711_002424906488	double	Source column from the original resource.	75.76121401488696
d_19971_618080329838	double	Source column from the original resource.	93.86290633454126
d_20447_48154	double	Source column from the original resource.	224.79517
d_20541_64625695	double	Source column from the original resource.	256.30669
d_20051_0881167571	double	Source column from the original resource.	305.52395
d_20440_919379428	double	Source column from the original resource.	231.61259
d_19541_1497143675	double	Source column from the original resource.	256.23394
d_20367_41368484	double	Source column from the original resource.	283.08194
d_20675_541933419998	double	Source column from the original resource.	237.60333
d_20690_35988468	double	Source column from the original resource.	608.48299
d_19595_99445315	double	Source column from the original resource.	272.50001
d_20285_275046220002	double	Source column from the original resource.	226.59479
d_20273_74159	double	Source column from the original resource.	228.46249
d_20196_4256738909	double	Source column from the original resource.	224.08096
d_20280_015823686903	double	Source column from the original resource.	243.40169
d_20082_06609	double	Source column from the original resource.	190.97755
d_20347_26701	double	Source column from the original resource.	262.26992
d_21541_42871	double	Source column from the original resource.	391.09533
d_21903_672595689997	double	Source column from the original resource.	441.51501
d_22634_71978	double	Source column from the original resource.	305.07467
d_22171_46829	double	Source column from the original resource.	321.32472
d_21716_92872	double	Source column from the original resource.	457.13479
d_22774_0046	double	Source column from the original resource.	368.99662
d_23531_03233	double	Source column from the original resource.	387.39718
d_23373_68447	double	Source column from the original resource.	385.02334
d_22464_2754	double	Source column from the original resource.	383.66708
d_22848_8858	double	Source column from the original resource.	375.07345
d_22673_891730360177	double	Source column from the original resource.	447.8261811983327
d_22839_32581	double	Source column from the original resource.	411.31062
d_22128_36875	double	Source column from the original resource.	398.04974
d_21872_40228	double	Source column from the original resource.	383.17744
d_21582_4092	double	Source column from the original resource.	395.24063
d_21622_87574	double	Source column from the original resource.	425.47725
d_20897_212071938975	double	Source column from the original resource.	422.3137907192548
d_20764_26559	double	Source column from the original resource.	434.722
d_21294_27117	double	Source column from the original resource.	414.7818
d_22071_63041	double	Source column from the original resource.	504.23212
d_22399_32976	double	Source column from the original resource.	422.42638
d_21740_00627	double	Source column from the original resource.	588.50175
d_21699_53971182789	double	Source column from the original resource.	340.30125917880537
d_22635_80577	double	Source column from the original resource.	364.08247
d_22181_18921	double	Source column from the original resource.	462.69384
d_22237_48155	double	Source column from the original resource.	258.98735
d_23139_82826	double	Source column from the original resource.	254.44195
d_23768_78254	double	Source column from the original resource.	289.42623
d_27130_84234022135	double	Source column from the original resource.	50.80264650039524
d_30358_77405	double	Source column from the original resource.	117.27806
d_29013_46232	double	Source column from the original resource.	120.39633
d_28411_559215697645	double	Source column from the original resource.	104.84580817319652
d_28979_15998	double	Source column from the original resource.	102.92828
d_29994_93245	double	Source column from the original resource.	41.23963
d_34518_7507858669	double	Source column from the original resource.	146.64349564036405
d_34985_33947	double	Source column from the original resource.	197.91755
d_34750_05714	double	Source column from the original resource.	93.22756
d_35244_77567991535	double	Source column from the original resource.	246.3195718415781
d_35521_60672	double	Source column from the original resource.	236.23727
d_36535_09938	double	Source column from the original resource.	103.07072
d_36332_43857794917	double	Source column from the original resource.	68.5972699299473
d_37896_89493	double	Source column from the original resource.	114.00568
d_38306_2814	double	Source column from the original resource.	150.80528
d_38494_24636762754	double	Source column from the original resource.	``
d_37685_43179	double	Source column from the original resource.	``
d_36772_81177	double	Source column from the original resource.	``
d_36431_16677869757	double	Source column from the original resource.	``
d_35306_7597	double	Source column from the original resource.	``
d_34852_0036	double	Source column from the original resource.	``
d_34622_582837810856	double	Source column from the original resource.	``
d_33071_95921	double	Source column from the original resource.	``
d_32604_12257	double	Source column from the original resource.	``
d_32512_98158007297	double	Source column from the original resource.	``
d_32225_91512	double	Source column from the original resource.	``
d_32801_03091	double	Source column from the original resource.	``
d_32096_767589940035	double	Source column from the original resource.	``
d_32113_4499	double	Source column from the original resource.	``
d_31955_24036	double	Source column from the original resource.	``
d_34841_15066557112	double	Source column from the original resource.	``
d_35835_90941	double	Source column from the original resource.	``
d_36333_70782	double	Source column from the original resource.	``
d_36303_2836525591	double	Source column from the original resource.	``
d_35689_97333	double	Source column from the original resource.	``
d_36981_43533	double	Source column from the original resource.	``
d_39243_01399211305	double	Source column from the original resource.	``
d_40148_48614	double	Source column from the original resource.	``
d_40819_13266	double	Source column from the original resource.	``
d_32591_808541330283	double	Source column from the original resource.	``
d_30345_81489635966	double	Source column from the original resource.	``
d_32865_857800747646	double	Source column from the original resource.	``
d_33942_002815799104	double	Source column from the original resource.	``
d_33759_15622	double	Source column from the original resource.	``
d_33465_16221	double	Source column from the original resource.	``
d_34110_718652223695	double	Source column from the original resource.	``
d_35535_636034288575	double	Source column from the original resource.	``
d_36021_60695728812	double	Source column from the original resource.	``
d_37555_88575497381	double	Source column from the original resource.	``
d_38707_06384702596	double	Source column from the original resource.	``
d_38163_71504308902	double	Source column from the original resource.	``
d_39213_54220666181	double	Source column from the original resource.	``
d_41164_88619222366	double	Source column from the original resource.	``
d_42538_02282182991	double	Source column from the original resource.	``
d_43940_66911006482	double	Source column from the original resource.	``
d_43310_29624372662	double	Source column from the original resource.	``
d_45549_91693528085	double	Source column from the original resource.	``
d_47805_275439526864	double	Source column from the original resource.	``
d_49520_17491666721	double	Source column from the original resource.	``
d_48600_30969003753	double	Source column from the original resource.	``
d_48889_15201985278	double	Source column from the original resource.	``
d_50728_7997322829	double	Source column from the original resource.	``
d_48827_74896328455	double	Source column from the original resource.	``
d_45404_434876545056	double	Source column from the original resource.	``
d_46658_8801233179	double	Source column from the original resource.	``
d_44078_05234080138	double	Source column from the original resource.	``
d_43336_150048929405	double	Source column from the original resource.	``
d_42561_50170398129	double	Source column from the original resource.	``
d_43725_58003852585	double	Source column from the original resource.	``
d_42132_20446016466	double	Source column from the original resource.	``
d_39179_50080410905	double	Source column from the original resource.	``
d_38750_249556205075	double	Source column from the original resource.	``
d_38720_83495603838	double	Source column from the original resource.	``
d_35879_98998891652	double	Source column from the original resource.	``
d_38269_62549546966	double	Source column from the original resource.	``
d_36974_70192740731	double	Source column from the original resource.	``
d_37348_59010983904	double	Source column from the original resource.	``
d_39124_93063416258	double	Source column from the original resource.	``
d_41594_72030808463	double	Source column from the original resource.	``
d_43753_98176346129	double	Source column from the original resource.	``
d_43231_69746011914	double	Source column from the original resource.	``
d_42753_9088069	double	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-compte-de-patrimoine-des-opcvm-actions-dec-2011-a-sept-202-e73ae19e")
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: 27-Compte de patrimoine des OPCVM Actions déc 2011 - sept 2023.xlsx
• License: Open Data Commons Open Database License
• Retrieved/generated: 2026-07-16T22:07:16Z
• Hugging Face repo: electricsheepafrica/africa-morocco-compte-de-patrimoine-des-opcvm-actions-dec-2011-a-sept-202-e73ae19e

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_compte_de_patrimoine_des_opcvm_actions_dec_2011_a_sept_202_e73ae1_2026,
  title        = {Compte De Patrimoine Des Opcvm Actions Dec 2011 a Sept 202 | Africa (Morocco Open Data)},
  author       = {Bank Al-Maghrib},
  year         = {2026},
  url          = {https://data.gov.ma/data/dataset/compte-de-patrimoine-des-opcvm-actions-dec-2011-a-sept-2023},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-morocco-compte-de-patrimoine-des-opcvm-actions-dec-2011-a-sept-202-e73ae19e}}
}

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.

---

Provenance: README standardized 2026-08-11 by the Electric Sheep Africa README system. Source URL: https://data.gov.ma/data/dataset/compte-de-patrimoine-des-opcvm-actions-dec-2011-a-sept-2023