A Free, Open Food Dataset (with Nutrition Data) In 46 Languages, ODbL [Self Promo]

Sharing an open food and nutrition dataset I built, free and under ODbL. It started because I kept needing clean food data for a calorie-tracking app and couldn’t find anything that was open, clean and multilingual all at once, the open stuff out there is either English-only or pretty messy, and the genuinely multilingual options are paywalled APIs like FatSecret or Edamam.

The basics:

  • ~9,800 base foods, each with localized names in ~46 languages
  • Nutrition values from OpenNutrition’s open data (ODbL, credited); the layer I actually built is the localization on top
  • Not a Google-Translate pass, food names get tricky (“peperoni” vs “pepperoni”), so real disambiguation, normalization and cross-language matching
  • Format: JSON Lines (.jsonl), ~25 MB compressed, ODbL
  • Download: https://leana.app/en/data-sources/
  • Browse live, no download: https://leana.app/en/foods (live search covers 5 languages for now: EN, IT, ES, FR, DE; the full download already has ~46)

It’s an ongoing project and I’ll keep adding foods and languages over time. No repo yet, so if you spot something wrong or want a language added, just drop a comment here or send me a DM and I’ll fold it in.

Mostly I’d just love some general feedback, and honestly whether something like this feels useful to you at all or not. Thanks for your attention!

submitted by /u/Vivid_Routine_5287
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