# World Bank Indicator Monitor (`prophed/world-bank-indicator-monitor`) Actor

Fetch World Bank economic and social indicators for multiple countries and emit clean Apify dataset rows.

- **URL**: https://apify.com/prophed/world-bank-indicator-monitor.md
- **Developed by:** [Prophed Com](https://apify.com/prophed) (community)
- **Categories:** Business, Developer tools, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per usage

This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-usage

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## World Bank Indicator Monitor

Fetch World Bank economic and social indicators for multiple countries and emit clean Apify dataset rows. This Actor is designed for analysts, data teams, RAG pipelines, dashboards, and automation workflows that need repeatable snapshots of public World Bank time-series data without writing custom API glue.

### Use cases

- Monitor GDP, unemployment, inflation, population, trade, and development indicators across country lists.
- Feed scheduled public macroeconomic snapshots into BI tools, spreadsheets, warehouses, or webhooks.
- Compare the same indicator across multiple countries with one Apify run.
- Build lightweight economic-data alerts by scheduling this Actor and consuming dataset rows.

### Input

```json
{
  "countries": ["US", "DE"],
  "indicators": ["NY.GDP.MKTP.CD", "SL.UEM.TOTL.ZS"],
  "dateRange": "2020:2025",
  "perPage": 1000,
  "maxItems": 1000,
  "includeMetadata": true
}
````

`countries` accepts World Bank country codes such as `US`, `DE`, `IN`, `BR`, or aggregate codes such as `WLD`. `indicators` accepts any World Bank indicator code. The Actor fetches every country/indicator pair and stops at `maxItems`.

### Output

Each dataset row represents one country, indicator, and date:

```json
{
  "source": "world-bank",
  "countryId": "US",
  "countryIso3Code": "USA",
  "countryName": "United States",
  "indicatorId": "NY.GDP.MKTP.CD",
  "indicatorName": "GDP (current US$)",
  "date": "2023",
  "value": 27811517000000,
  "unit": "",
  "fetchedAt": "2026-07-05T00:00:00.000Z"
}
```

If an upstream request fails, the Actor writes a structured error row with the country, indicator, URL, HTTP status, and error message, then continues with the remaining pairs.

### Notes

This Actor uses the public World Bank API and does not require an API key. Users are responsible for validating that their downstream use of World Bank data matches their own licensing and attribution requirements.

# Actor input Schema

## `countries` (type: `array`):

World Bank country codes such as US, DE, IN, BR, or WLD.

## `indicators` (type: `array`):

World Bank indicator codes to fetch.

## `dateRange` (type: `string`):

Optional World Bank date range, for example 2020:2025.

## `perPage` (type: `integer`):

Rows requested per country and indicator.

## `maxItems` (type: `integer`):

Hard cap for dataset rows.

## `includeMetadata` (type: `boolean`):

Include World Bank page metadata on every row.

## `timeoutSecs` (type: `integer`):

Per-request timeout.

## Actor input object example

```json
{
  "countries": [
    "US",
    "DE"
  ],
  "indicators": [
    "NY.GDP.MKTP.CD",
    "SL.UEM.TOTL.ZS"
  ],
  "dateRange": "2020:2025",
  "perPage": 1000,
  "maxItems": 1000,
  "includeMetadata": true,
  "timeoutSecs": 30
}
```

# Actor output Schema

## `results` (type: `string`):

No description

## `summary` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "countries": [
        "US",
        "DE"
    ],
    "indicators": [
        "NY.GDP.MKTP.CD",
        "SL.UEM.TOTL.ZS"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("prophed/world-bank-indicator-monitor").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "countries": [
        "US",
        "DE",
    ],
    "indicators": [
        "NY.GDP.MKTP.CD",
        "SL.UEM.TOTL.ZS",
    ],
}

# Run the Actor and wait for it to finish
run = client.actor("prophed/world-bank-indicator-monitor").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "countries": [
    "US",
    "DE"
  ],
  "indicators": [
    "NY.GDP.MKTP.CD",
    "SL.UEM.TOTL.ZS"
  ]
}' |
apify call prophed/world-bank-indicator-monitor --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=prophed/world-bank-indicator-monitor",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "World Bank Indicator Monitor",
        "description": "Fetch World Bank economic and social indicators for multiple countries and emit clean Apify dataset rows.",
        "version": "0.1",
        "x-build-id": "xttdxbhl265qayZer"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/prophed~world-bank-indicator-monitor/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-prophed-world-bank-indicator-monitor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/prophed~world-bank-indicator-monitor/runs": {
            "post": {
                "operationId": "runs-sync-prophed-world-bank-indicator-monitor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/prophed~world-bank-indicator-monitor/run-sync": {
            "post": {
                "operationId": "run-sync-prophed-world-bank-indicator-monitor",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "countries",
                    "indicators"
                ],
                "properties": {
                    "countries": {
                        "title": "Countries",
                        "type": "array",
                        "description": "World Bank country codes such as US, DE, IN, BR, or WLD."
                    },
                    "indicators": {
                        "title": "Indicators",
                        "type": "array",
                        "description": "World Bank indicator codes to fetch."
                    },
                    "dateRange": {
                        "title": "Date range",
                        "type": "string",
                        "description": "Optional World Bank date range, for example 2020:2025.",
                        "default": "2020:2025"
                    },
                    "perPage": {
                        "title": "Per page",
                        "minimum": 1,
                        "maximum": 20000,
                        "type": "integer",
                        "description": "Rows requested per country and indicator.",
                        "default": 1000
                    },
                    "maxItems": {
                        "title": "Max items",
                        "minimum": 1,
                        "maximum": 50000,
                        "type": "integer",
                        "description": "Hard cap for dataset rows.",
                        "default": 1000
                    },
                    "includeMetadata": {
                        "title": "Include metadata",
                        "type": "boolean",
                        "description": "Include World Bank page metadata on every row.",
                        "default": true
                    },
                    "timeoutSecs": {
                        "title": "Request timeout seconds",
                        "minimum": 5,
                        "maximum": 120,
                        "type": "integer",
                        "description": "Per-request timeout.",
                        "default": 30
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
