Datasetpublic

adarshzolekar/foods-nutrition-dataset

Foods Nutrition Dataset A curated dataset of 1,028 food items with detailed nutritional information. Lightweight and easy to use for machine learning, health analytics and educational projects. Dataset Details Feature Description Items 1,028 rows of common food items Columns Energy kcal, Carbs, Protein, Fat, Free sugar, Fiber, Cholesterol, Calcium Split Single train split Overview This dataset offers a structured and small-scale… See the full description on the dataset page: https://huggingface.co/datasets/adarshzolekar/foods-nutrition-dataset.

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Dataset Card

Foods Nutrition Dataset

A curated dataset of 1,028 food items with detailed nutritional information. Lightweight and easy to use for machine learning, health analytics and educational projects.

Dataset Details

Feature	Description
Items	1,028 rows of common food items
Columns	Energy kcal, Carbs, Protein, Fat, Free sugar, Fiber, Cholesterol, Calcium
Split	Single train split

Overview

This dataset offers a structured and small-scale foundation for nutrition-based ML tasks. Ideal for prototyping ML pipelines, classification, regression or text generation tasks.

Key Use Cases

—Calorie Prediction – Train regression models to estimate food energy from macronutrients.

—Personalized Nutrition – Power recommendation systems for fitness, wellness or diet-tracking applications.

—Dietary Pattern Analysis – Apply clustering or classification to uncover eating trends and nutritional gaps.

—AI-Powered Health Assistants – Fine-tune LLMs or chatbots with structured nutrition data for diet advice and meal planning.

Citation

@dataset{foods_nutrition_dataset,
  author = {Adarsh Zolekar},
  title = {Foods Nutrition Dataset},
  year = {2026},
  url = {https://huggingface.co/datasets/adarshzolekar/foods-nutrition-dataset}
}