Try EMAlpha’s Synthetic Finance Data
Pick a language and theme, then generate a sample training record from our synthetic corpus.
Synthetic JSON only — no raw publisher text.
Sample record
· Multilingual synthetic finance corpus
Preview only
Click “Generate Sample Data” to see an example JSON record.
FAQs
Q: Are the summaries human-written or AI-generated?
A: Hybrid approach — LLMs draft multilingual summaries, which are reviewed and refined by human analysts.
Q: Which languages are included?
A: English, Spanish, Portuguese, Arabic, Hindi, Korean, Japanese, Chinese, French, Polish, Turkish, Vietnamese, Thai, Indonesian, Bengali, Russian, Hebrew, Norwegian, Swedish, Italian, German — and more.
Q: Is it safe for commercial model training?
A: Yes. Our pipeline filters restricted domains, retains only derived data, and logs full provenance for every record.
Q: Can I get a sample dataset?
A: Absolutely — request a free 10k-record sample to evaluate structure, themes, and sentiment scoring.
Q: How often are updates available?
A: Standard refresh cadence is quarterly, with monthly options for Enterprise clients.