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Pay per usage

World Bank Indicator Normalizer

Normalize live World Bank development indicators into clean country-year records with ISO codes, deduplication, and readable summaries for research and analytics.

Pricing

Pay per usage

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Developer

Chris Wakefield

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Monthly active users

4 days ago

Last modified

World Bank Indicator Normalizer

Fetch clean, analysis-ready development indicators from the World Bank Open Data API. The Actor converts raw API observations into consistent country-year records with ISO codes, normalized numeric values, deduplication, and a readable summary.

Why use this Actor?

World Bank data is authoritative but raw responses are awkward for downstream workflows. This Actor provides standardized country identifiers, stable field names, duplicate removal, bounded pagination, and both machine-readable and human-readable output.

Inputs

Field	Required	Description
`indicator`	Yes	World Bank code such as `SP.POP.TOTL`, `NY.GDP.MKTP.CD`, or `SI.POV.DDAY`
`countries`	No	Comma-separated ISO2/ISO3 codes, e.g. `GBR,USA,DEU`; blank means all countries
`startYear`	No	First year, default `2020`
`endYear`	No	Last year, default `2023`
`maxResults`	No	Maximum observations, default `100`, maximum `5000`

Example input

{"indicator":"SP.POP.TOTL","countries":"GBR,USA,DEU","startYear":2019,"endYear":2023,"maxResults":100}

Output

Each dataset record includes indicatorCode, indicatorName, country, countryIso2, countryIso3, year, value, unit, and source. The run also stores a formatted table in OUTPUT, full records in RESULTS, and run metrics in STATS.

Use cases

Economic and demographic research
Market sizing and country comparison
ESG and development dashboards
Recruiting, investment, and policy intelligence
Reproducible data pipelines without API-key setup

Data source

Data is retrieved live from the World Bank Indicators API, which provides public development data. Please review the World Bank terms and metadata for indicator-specific definitions and units.

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