RaghavM12/nutritionist-meal-planning-dataset

RaghavM12/nutritionist-meal-planning-dataset

Dataset Description

AI Nutritionist Training Dataset - Meal Planning and Recommendations

Dataset Structure

The dataset contains training examples in a structured format with:

• —prompt: Natural language requests for meal planning and nutrition advice
• —completion: Structured JSON responses with meal plans and nutritional totals

Data Fields

• —id: Unique identifier for each example
• —prompt: User's nutrition or meal planning request
• —completion: Structured response containing:
• —meal_plan: Organized by breakfast, lunch, and dinner with food items, calories, and protein
• —totals: Summary of total calories and protein for the day

Example

{
  "id": "example_1",
  "prompt": "I need a meal plan for today with 1800 calories and 120g protein. Can you recommend breakfast, lunch, and dinner from today's menu?",
  "completion": {
    "meal_plan": {
      "breakfast": [...],
      "lunch": [...],
      "dinner": [...]
    },
    "totals": {
      "calories": 1800,
      "protein": 120
    }
  }
}

Dataset Statistics

• —Total Examples: 40+ training examples
• —Calorie Ranges: 1200-2800+ calories
• —Protein Ranges: 60-180g protein
• —Use Cases: Weight loss, muscle gain, maintenance, special diets

Usage

This dataset is designed for fine-tuning language models to provide nutrition advice and meal planning services.

from datasets import load_dataset

dataset = load_dataset("RaghavM12/nutritionist-meal-planning-dataset")
print(dataset["train"][0])

Limitations and Considerations

• —This dataset is for educational and research purposes
• —Generated responses should not replace professional medical or nutritional advice
• —Always consult healthcare professionals for personalized dietary recommendations

Citation

If you use this dataset in your research, please cite:

@dataset{nutritionist_dataset,
  title={AI Nutritionist Training Dataset},
  author={Your Name},
  year={2024},
  url={https://huggingface.co/datasets/RaghavM12/nutritionist-meal-planning-dataset}
}