Datasets:

electricsheepafrica
/

africa-worldbank-wbl-supportive-framework-assets-the-law-enables-the-joint-titling-of-matrimonia

indicator_id stringclasses 1 value	indicator_name stringclasses 1 value	country_iso3 stringlengths 3 3	country_name stringlengths 4 24	year int64 2.03k 2.03k	value float64 0 1
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	DZA	Algeria	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	AGO	Angola	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	BEN	Benin	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	BWA	Botswana	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	BFA	Burkina Faso	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	BDI	Burundi	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	CPV	Cabo Verde	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	CMR	Cameroon	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	CAF	Central African Republic	2,025	1
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	TCD	Chad	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	COM	Comoros	2,025	0
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	COD	Congo, Dem. Rep.	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	COG	Congo, Rep.	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	CIV	Cote d'Ivoire	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	DJI	Djibouti	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	EGY	Egypt, Arab Rep.	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	GNQ	Equatorial Guinea	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	ERI	Eritrea	2,025	0
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	SWZ	Eswatini	2,025	0
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	ETH	Ethiopia	2,025	1
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	GAB	Gabon	2,025	1
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	GMB	Gambia, The	2,025	0
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	GHA	Ghana	2,025	1
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	GIN	Guinea	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	GNB	Guinea-Bissau	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	KEN	Kenya	2,025	1
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	LSO	Lesotho	2,025	1
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	LBR	Liberia	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	LBY	Libya	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	MDG	Madagascar	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	MWI	Malawi	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	MLI	Mali	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	MRT	Mauritania	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	MUS	Mauritius	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	MAR	Morocco	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	MOZ	Mozambique	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	NAM	Namibia	2,025	1
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	NER	Niger	2,025	0
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	NGA	Nigeria	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	RWA	Rwanda	2,025	1
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	STP	Sao Tome and Principe	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	SEN	Senegal	2,025	0.5
GD_WBL_AST_SFR_JOINTTITLING	WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses	SYC	Seychelles	2,025	0.5

WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses | 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_JOINTTITLING — WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses

Schema

Column	Type	Description	Example
`indicator_id`	`string`	—	`GD_WBL_AST_SFR_JOINTTITLING`
`indicator_name`	`string`	—	`WBL: Supportive Framework, Assets, Th…`
`country_iso3`	`string`	—	`DZA`
`country_name`	`string`	—	`Algeria`
`year`	`int64`	—	`2025`
`value`	`float64`	—	`0.5`

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-worldbank-wbl-supportive-framework-assets-the-law-enables-the-joint-titling-of-matrimonia")
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_JOINTTITLING"]
          .sort_values("year"))
sample.plot(x="year", y="value", title="GD_WBL_AST_SFR_JOINTTITLING")

Pivot to country × year matrix

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

Citation

@misc{africa_worldbank_wbl_supportive_framework_assets_the_law_enables_the_joint_titling_of_matrimonia_2025,
  title        = {WBL: Supportive Framework, Assets, The law enables the joint titling of matrimonial property (land, residential or commercial building) for both spouses | 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-law-enables-the-joint-titling-of-matrimonia}}
}

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/

Downloads last month: 17

Number of rows:

Total file size:

15.9 kB