Datasets:

electricsheepafrica
/

africa-worldbank-wbl-supportive-framework-assets-the-government-publishes-anonymized-sex-disaggr

indicator_id string	indicator_name string	country_iso3 string	country_name string	year int64	value float64
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	DZA	Algeria	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	AGO	Angola	2,025	1
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	BEN	Benin	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	BWA	Botswana	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	BFA	Burkina Faso	2,025	0.5
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	BDI	Burundi	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	CPV	Cabo Verde	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	CMR	Cameroon	2,025	1
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	CAF	Central African Republic	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	TCD	Chad	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	COM	Comoros	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	COD	Congo, Dem. Rep.	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	COG	Congo, Rep.	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	CIV	Cote d'Ivoire	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	DJI	Djibouti	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	EGY	Egypt, Arab Rep.	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	GNQ	Equatorial Guinea	2,025	0.5
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	ERI	Eritrea	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	SWZ	Eswatini	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	ETH	Ethiopia	2,025	1
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	GAB	Gabon	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	GMB	Gambia, The	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	GHA	Ghana	2,025	0.5
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	GIN	Guinea	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	GNB	Guinea-Bissau	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	KEN	Kenya	2,025	1
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	LSO	Lesotho	2,025	0.5
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	LBR	Liberia	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	LBY	Libya	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	MDG	Madagascar	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	MWI	Malawi	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	MLI	Mali	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	MRT	Mauritania	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	MUS	Mauritius	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	MAR	Morocco	2,025	1
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	MOZ	Mozambique	2,025	1
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	NAM	Namibia	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	NER	Niger	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	NGA	Nigeria	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	RWA	Rwanda	2,025	1
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	STP	Sao Tome and Principe	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	SEN	Senegal	2,025	0
GD_WBL_AST_SFR_PROPSDD	WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership	SYC	Seychelles	2,025	0

WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership | Africa (World Bank — Gender Statistics)

🌍 54 observations · 54 Africa countries · 2025–2025 · Repackaged by Electric Sheep Africa

TL;DR

This dataset contains 54 observations of Gender Statistics data across 54 Africa countries, spanning 2025–2025, covering 1 distinct indicators.

About the source

Source: World Bank — Gender Statistics
Publisher: World Bank
License: cc-by-4.0
Topic: Gender Statistics

Geographic coverage

54 Africa countries · top rows shown below, sorted by row count:

Country	Rows	First year	Last year
`AGO`	1	2025	2025
`BDI`	1	2025	2025
`BEN`	1	2025	2025
`BFA`	1	2025	2025
`BWA`	1	2025	2025
`CAF`	1	2025	2025
`CIV`	1	2025	2025
`CMR`	1	2025	2025
`COD`	1	2025	2025
`COG`	1	2025	2025
`COM`	1	2025	2025
`CPV`	1	2025	2025
`DJI`	1	2025	2025
`DZA`	1	2025	2025
`EGY`	1	2025	2025
...	39 more countries

Indicators (sample)

GD_WBL_AST_SFR_PROPSDD — WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership

Schema

Column	Type	Description	Example
`indicator_id`	`string`	—	`GD_WBL_AST_SFR_PROPSDD`
`indicator_name`	`string`	—	`WBL: Supportive Framework, Assets, Th…`
`country_iso3`	`string`	—	`DZA`
`country_name`	`string`	—	`Algeria`
`year`	`int64`	—	`2025`
`value`	`float64`	—	`0.0`

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-worldbank-wbl-supportive-framework-assets-the-government-publishes-anonymized-sex-disaggr")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

kenya = df[df["country_iso3"] == "KEN"]

Time-series for a single indicator

sample = (df[df["indicator_id"] == "GD_WBL_AST_SFR_PROPSDD"]
          .sort_values("year"))
sample.plot(x="year", y="value", title="GD_WBL_AST_SFR_PROPSDD")

Pivot to country × year matrix

matrix = (df[df["indicator_id"] == "GD_WBL_AST_SFR_PROPSDD"]
          .pivot_table(index="year", columns="country_iso3", values="value"))
print(matrix.tail())

Citation

@misc{africa_worldbank_wbl_supportive_framework_assets_the_government_publishes_anonymized_sex_disaggr_2025,
  title        = {WBL: Supportive Framework, Assets, The government publishes anonymized sex-disaggregated data on property ownership | Africa (World Bank — Gender Statistics)},
  author       = {World Bank},
  year         = {2025},
  url          = {https://databank.worldbank.org/},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-wbl-supportive-framework-assets-the-government-publishes-anonymized-sex-disaggr}}
}

License

Released under cc-by-4.0.

Original data © World Bank. When using this dataset, please cite both the original source above and the Electric Sheep Africa repackaging.

About Electric Sheep

Electric Sheep Africa is part of the Electric Sheep mission: a unified, ML-ready data layer for Africa on HuggingFace. We pull data from authoritative open sources, normalize the schemas, package as Parquet, and publish with consistent dataset cards so researchers and developers can use load_dataset() to start working in seconds.

Browse the full collection: huggingface.co/electricsheepafrica

Provenance: ingested 2026-06-17 via the Electric Sheep pipeline. Source URL: https://databank.worldbank.org/

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Total file size:

15.2 kB