Multilingual Middle East/North African News Events API: ML-Labelled, Arabic/Turkish/Farsi/English
Overview
Multilingual Middle East/North African News Events API: ML-Labelled, Arabic/Turkish/Farsi/English is a text dataset. It covers 3 languages, including Arabic, English and Turkish. Typical applications include LLM pre-training and agents & tool use. Relevant sectors: AI & Machine Learning, Education and Financial Services. The listing mentions timestamps and classification labels. It is offered as a paid dataset; pricing details are provided on request.
Primary applications
What the listing offers
- Covers 3 languages.
- Listing mentions timestamps, classification labels.
Overview This API delivers structured, machine-labelled news events from the Middle East and North Africa as a live, queryable feed rather than a static download. Content is aggregated from 100+ feeds across 24 countries and updated continuously as new articles are ingested, classified, and scored, giving buyers programmatic access to the same labelling pipeline used in our historical corpus product, without needing to manage or re-import files. What You Get Every article returned by the API includes: An AI-generated, copyright-safe summary in the article's original language A topic classification (conflict, politics, economy, culture, innovation, energy) with a model confidence score A 0–100 source reliability score with a transparent, itemized breakdown of the signals behind it Geographic tagging of every country the story's subject matter concerns, not just the source outlet's home country Official-source flagging and corroboration timestamps where available Endpoints GET /v1/articles — search and filter articles by date range, category, source or relevant country, language, and minimum reliability score, with pagination GET /v1/articles/{id} — retrieve a single article by ID GET /v1/meta — reference data for valid categories, country codes, and supported languages GET /v1/usage — check your current billing-period call count and remaining quota Plans Basic — full field access (including reliability scoring) restricted to a rolling 30-day window of coverage, suited to ongoi
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Data as of Q2 2026. The information on this website reflects the latest available data as of June 2026 and may not reflect subsequent changes.
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- Domain
- AI & Machine Learning +1
- Use case
- Machine translation
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