Compound Physicochemical and Toxicological Properties

5.5 KB XLS file contains physicochemical and toxicological properties for a collection of chemical compounds. The dataset was authored by Laura Cristina Cabrera-Pérez and is licensed under CC BY 4.0. Row and column counts are unspecified.

Use Cases

• Predict toxicological endpoints from physicochemical properties using machine learning models.
• Analyze relationships between compound structures and properties like 'Conventional Hydrogen Bonds' or 'Secondary Amine Groups'.
• Screen compounds for potential therapeutic applications in areas like 'Type 2 Diabetes' or obesity ('Obese Zucker Rats') based on listed properties.
• Validate computational ('In Silico') models of toxicity or bioactivity with experimental property data.

Strengths

• Includes a diverse set of properties, covering both physicochemical and toxicological endpoints.
• Dataset is compact at 5.5 KB, facilitating quick inspection and analysis.
• Released under a permissive CC BY 4.0 license, enabling broad reuse.

Limitations

• The dataset is very small at 5.5 KB, indicating a limited number of compounds or properties.
• Lack of column definitions and sample data makes initial exploration and interpretation difficult.
• Tags suggest a specialized chemical/biological focus, which may limit generalizability.

Provenance

Source

figshare, authored by Laura Cristina Cabrera-Pérez.

Collection Method

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Time Range

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Freshness

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Geography

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