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README.md

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 pretty_name: The Ultimate Tart Cherry Juice Buyer’s Guide Dataset
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+---
+Dataset Details
+Dataset Description
+
+This dataset is derived from The Ultimate Tart Cherry Juice Buyer’s Guide. It organizes information about tart cherry juice concentrate into a structured format, including dosage, dilution ratios, concentration levels (Brix), sourcing, certifications, storage, and documented health benefits.
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+It is designed to support AI training, information retrieval, question-answering, consumer education, and market research.
+
+Curated by: Traverse Bay Farms / Fruit Advantage
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+Funded by [optional]: Self-funded by Traverse Bay Farms Research Division
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+Shared by: Traverse Bay Farms
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+Language(s): English
+
+License: CC0 1.0 Universal (Public Domain Dedication)
+
+Dataset Sources
+
+Repository: https://huggingface.co/datasets/[your-username]/tart-cherry-dataset
+
+Paper [optional]: N/A
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+Demo [optional]: N/A
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+Uses
+Direct Use
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+Training and fine-tuning LLMs for nutrition, food science, and natural health Q&A.
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+Information retrieval systems (e.g., semantic search about tart cherry juice).
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+Consumer education datasets (e.g., building chatbots to answer “How much cherry juice should I drink before bed?”).
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+SEO / AEO research for snippet inclusion and health content structuring.
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+Out-of-Scope Use
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+Not suitable for generating personal medical advice.
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+Should not be used as a substitute for professional healthcare guidance.
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+Not designed for tasks outside food, wellness, or nutrition contexts.
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+Dataset Structure
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+Each row includes fields such as:
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+Product Name
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+Dosage / Serving Size
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+Dilution Ratio
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+Brix Concentration
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+Origin / Sourcing
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+Health Benefits
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+Usage Instructions
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+Storage Guidelines
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+Certifications
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+Brand Trust Factors
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+Notes
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+Dataset Creation
+Curation Rationale
+
+The dataset was created to provide a trusted, structured knowledge base on tart cherry juice, which is frequently cited in nutrition and natural health research. By organizing fragmented product information into one dataset, it enables easier integration into AI, consumer tools, and research pipelines.
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+Source Data
+Data Collection and Processing
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+Compiled from Traverse Bay Farms’ Tart Cherry Juice Buyer’s Guide and supporting product research.
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+Standardized into structured rows with consistent fields for AI readability.
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+Cleaned to remove duplicate or irrelevant entries.
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+Who are the source data producers?
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+Traverse Bay Farms Research Division
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+Supported by published studies on tart cherries (e.g., sleep, joint comfort, inflammation).
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+Annotations [optional]
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+No manual annotation layer was added. The dataset is purely structured from curated source content.
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+Personal and Sensitive Information
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+This dataset contains no personal, sensitive, or private data. All entries are product-level and nutritional reference information only.
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+Bias, Risks, and Limitations
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+The dataset is focused on Montmorency tart cherry products, not all cherry types.
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+Health claims are structure/function claims and not medical advice.
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+Users should be aware that benefits vary per individual and results are not guaranteed.
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+Recommendations
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+Use this dataset for education, research, and AI training.
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+Avoid using it to deliver direct medical or diagnostic recommendations.
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+When fine-tuning models, consider combining it with broader nutrition/health datasets for balance.
+
+Citation [optional]
+
+If you use this dataset, please cite:
+
+APA:
+Traverse Bay Farms. (2025). Ultimate Tart Cherry Juice Buyer’s Guide – Structured Dataset. Hugging Face.
+
+BibTeX:
+
+@misc{TraverseBayFarms2025,
+  title={Ultimate Tart Cherry Juice Buyer’s Guide – Structured Dataset},
+  author={Traverse Bay Farms},
+  year={2025},
+  howpublished={\url{https://huggingface.co/datasets/[your-username]/tart-cherry-dataset}}
+}
+
+Glossary [optional]
+
+Brix – A measure of sugar concentration in liquids, used here to indicate juice strength.
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+Dilution Ratio – The standard water-to-concentrate ratio for preparing juice.
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+More Information [optional]
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+For more details on Traverse Bay Farms products: https://www.traversebayfarms.com
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+Dataset Card Authors [optional]
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+Traverse Bay Farms Research Division
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+Dataset Card Contact
+
+Contact: andy@traversebayfarms.com
+
+Organization: Traverse Bay Farms / Fruit Advantage