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electricsheepafrica
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africa-worldbank-wbl-legal-framework-childcare-the-law-establishes-quality-standards-for-the-pro

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tabular
africa
world-bank-—-gender-statistics
gender-statistics
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worldbank
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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_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
DZA
Algeria
2,025
0.67
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
AGO
Angola
2,025
1
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
BEN
Benin
2,025
0.33
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
BWA
Botswana
2,025
0.33
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
BFA
Burkina Faso
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
BDI
Burundi
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
CPV
Cabo Verde
2,025
0.67
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
CMR
Cameroon
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
CAF
Central African Republic
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
TCD
Chad
2,025
0.33
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
COM
Comoros
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
COD
Congo, Dem. Rep.
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
COG
Congo, Rep.
2,025
0.67
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
CIV
Cote d'Ivoire
2,025
0.33
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
DJI
Djibouti
2,025
0.67
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
EGY
Egypt, Arab Rep.
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
GNQ
Equatorial Guinea
2,025
0.33
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
ERI
Eritrea
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
SWZ
Eswatini
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
ETH
Ethiopia
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
GAB
Gabon
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
GMB
Gambia, The
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
GHA
Ghana
2,025
1
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
GIN
Guinea
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
GNB
Guinea-Bissau
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
KEN
Kenya
2,025
0.33
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
LSO
Lesotho
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
LBR
Liberia
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
LBY
Libya
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
MDG
Madagascar
2,025
0.67
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
MWI
Malawi
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
MLI
Mali
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
MRT
Mauritania
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
MUS
Mauritius
2,025
1
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
MAR
Morocco
2,025
0.67
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
MOZ
Mozambique
2,025
0.33
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
NAM
Namibia
2,025
0.33
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
NER
Niger
2,025
0
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
NGA
Nigeria
2,025
0.33
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
RWA
Rwanda
2,025
0.67
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
STP
Sao Tome and Principe
2,025
0.33
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
SEN
Senegal
2,025
0.67
GD_WBL_CHC_LAW_QUALSTD
WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services
SYC
Seychelles
2,025
0.33

WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services | Africa (World Bank — Gender Statistics)

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

rows countries years indicators license

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

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_CHC_LAW_QUALSTD — WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services

Schema

Column Type Description Example
indicator_id string — GD_WBL_CHC_LAW_QUALSTD
indicator_name string — WBL: Legal Framework, Childcare, The …
country_iso3 string — DZA
country_name string — Algeria
year int64 — 2025
value float64 — 0.67

Usage 

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-worldbank-wbl-legal-framework-childcare-the-law-establishes-quality-standards-for-the-pro")
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_CHC_LAW_QUALSTD"]
          .sort_values("year"))
sample.plot(x="year", y="value", title="GD_WBL_CHC_LAW_QUALSTD")

Pivot to country × year matrix 

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

Citation 

@misc{africa_worldbank_wbl_legal_framework_childcare_the_law_establishes_quality_standards_for_the_pro_2025,
  title        = {WBL: Legal Framework, Childcare, The law establishes quality standards for the provision of center-based childcare services | 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-legal-framework-childcare-the-law-establishes-quality-standards-for-the-pro}}
}

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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