{
 "schema_version": 1,
 "generated": "2026-10-23",
 "id": "koala73-worldmonitor--pull-world-data-into-scripts-with-sdk",
 "repo": "koala73/worldmonitor",
 "repo_url": "https://github.com/koala73/worldmonitor",
 "repo_slug": "koala73-worldmonitor",
 "title": "Pull world data into your own scripts with the SDKs",
 "page_title": "How to pull world data into your own scripts with the SDKs with Worldmonitor",
 "summary": "Call the REST API or an official SDK from Python, Ruby, or Go.",
 "who": "A data engineer or analyst who wants World Monitor data in an existing pipeline or notebook.",
 "problem": "Manually exporting dashboard data for each analysis is slow and cannot be repeated reliably.",
 "outcome": "A script that fetches current data from the World Monitor API and writes it to your own storage.",
 "steps": [
  "Open the OpenAPI spec at https://worldmonitor.app/openapi.yaml and pick the endpoint you need",
  "Get an API key at Worldmonitor.app/pro",
  "Install the Python package with `pip install worldmonitor-sdk` (inferred, check the README)",
  "Call the REST API at `https://api.worldmonitor.app` from your script with your key and save the response"
 ],
 "agent_prompt": "Read the OpenAPI spec at https://worldmonitor.app/openapi.yaml, choose one endpoint that returns <DATA_TYPE>, and write a script that calls it at https://api.worldmonitor.app with the key <API_KEY>. Verify the HTTP status is 200 before saving the output.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The README names the Python, Ruby, and Go SDKs but gives no install command for them, so the pip step above is inferred and should be checked against the SDK docs.",
 "category": "Data and analytics",
 "tags": [
  "Data and analytics"
 ],
 "lang": "typescript",
 "requirements": [
  "Node.js and npm for the CLI, terminal dashboard, or local dev server",
  "A World Monitor API key from worldmonitor.app/pro for authenticated calls such as risk lookups and MCP tool calls",
  "Ollama installed if you want the local AI option, since the README says it runs with no API keys",
  "Git for cloning the repo in the self-hosting path"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "Keep the API key out of committed code and load it from an environment variable in your script."
  }
 ],
 "best": false,
 "score": 0.7,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/koala73-worldmonitor/pull-world-data-into-scripts-with-sdk/",
 "md": "https://dedupedai.com/use-cases/koala73-worldmonitor/pull-world-data-into-scripts-with-sdk/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/koala73-worldmonitor--pull-world-data-into-scripts-with-sdk.json",
 "api_version": "v1"
}