The Atlas of Social Protection: Indicators of Resilience and Equity (World Bank)

Catalog

Browse and search all available datasets.

• Catalog — browse all datasets
• GET /api/catalog — catalog in JSON
• GET /api/catalog?q=… — search the catalog

Dataset API

Endpoints for this dataset — schema, filter values, preview, and querying.

• GET /api/datasets/wb_the_atlas_of_social_protection_indicators_of_resilience_and_equity — schema and filters
• Sample preview (table) · GET /api/datasets/wb_the_atlas_of_social_protection_indicators_of_resilience_and_equity/sample — free sample (up to 100 rows)
• GET /api/datasets/wb_the_atlas_of_social_protection_indicators_of_resilience_and_equity/members/{col} — valid values for a filterable column
• GET /api/datasets/wb_the_atlas_of_social_protection_indicators_of_resilience_and_equity/query — query with filters (API key required)

Access

BotMarket is free — query this dataset at no cost.

• Get your free API key — one per email, no payment required
• GET /api/datasets/wb_the_atlas_of_social_protection_indicators_of_resilience_and_equity/query — query with your key as Bearer token

Source

Name

World Bank - The Atlas of Social Protection: Indicators of Resilience and Equity

URL

https://databank.worldbank.org

License

Creative Commons Attribution 4.0 (CC-BY 4.0)

Size and Format

Rows

12,030

Columns

7

Size (bytes)

99,824

Formats

parquet, csv

Access

Queries

Free

Max rows per query

1000

Free sample

Yes

Temporal Coverage

end

2025

start

1960

frequency

annual

Geographic Coverage

level

country

coding

ISO Alpha-3

region

global

Query Filters

Columns you can use as query params in GET /api/datasets/wb_the_atlas_of_social_protection_indicators_of_resilience_and_equity/query.

• country_code Members (JSON)
• indicator_code Members (JSON)
• year Members (JSON)

Schema (Columns)