The Labelgrade open dataset

Every grade we publish, free to download and reuse. 192 branded packaged foods with their independent 0–100 nutrition scores and letter grades, plus 74 common whole foods with USDA-referenced protein and macros. Released under CC BY 4.0 — use it anywhere, just credit Labelgrade with a link. Last updated 2026-06-04.

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What's inside

Graded products — one row per branded product, with identity (brand, name, UPC, USDA FDC id), per-serving nutrition, and the Labelgrade score:

• slug, brand, product_name, category — identity
• upc, usda_fdc_id — external identifiers for joining to other datasets
• serving_size, calories, protein_g, total_fat_g, saturated_fat_g, total_carbs_g, fiber_g, sugars_g, added_sugars_g, sodium_mg — nutrition per serving
• score (0–100) and grade (A+…F) — the overall Labelgrade
• protein_density_score, ingredient_quality_score, sugar_load_score, sodium_load_score, fiber_score, saturated_fat_score — the six dimension sub-scores (0–100)
• last_verified, report_url — provenance + a link to the full report

Whole foods — one row per generic food, per 100 g, with a common portion and USDA source:

• slug, food_name, common_portion, portion_grams
• protein_g_per_100g, calories_per_100g, total_fat_g_per_100g, saturated_fat_g_per_100g, total_carbs_g_per_100g, fiber_g_per_100g, sugars_g_per_100g, sodium_mg_per_100g
• usda_fdc_id, usda_data_type, last_verified, report_url

License & how to cite

This dataset is licensed Creative Commons Attribution 4.0 (CC BY 4.0). You're free to share and adapt it for any purpose, including commercially, as long as you give credit. Suggested attribution:

Nutrition grades from Labelgrade (labelgrade.com), CC BY 4.0.

Nutrition figures are sourced from USDA FoodData Central and manufacturer labels; scores are computed by the transparent Labelgrade methodology. Grades reflect our editorial assessment at the time of verification — always check the current product label. The dataset is regenerated as we add and re-verify entries.