Bacteria Dataset

Dataset Overview

This dataset provides a comprehensive overview of 200 unique bacterial species, highlighting their scientific classification, natural habitats, and potential impacts on human health. Designed for data scientists and researchers, this collection serves as a foundational resource for studies in microbiology, public health, and environmental science. Each entry has been meticulously compiled to offer insights into the diverse roles bacteria play in ecosystems and their interactions with humans.

Data Science Applications

With 200 carefully curated entries, this dataset is ideal for a variety of data science applications, including but not limited to:

• Predictive modeling to understand factors influencing bacterial habitats and human health implications.
• Clustering analyses to uncover patterns and relationships among bacterial families and their characteristics.
• Data visualization projects to illustrate the diversity of bacterial life and its relevance to ecosystems and health.

Column Descriptors

1. Name: The scientific name of the bacterial species.
2. Family: The taxonomic family to which the bacterium belongs.
3. Where Found: Natural habitats or common environments where the bacterium is typically found, including multiple locations if applicable.
4. Harmful to Humans: Indicates whether the bacterium is known to have harmful effects on human health ("Yes" or "No").

Ethically Mined Data

The compilation of this dataset adheres to ethical data mining practices, ensuring respect for intellectual property rights and scientific integrity. No proprietary or confidential information has been included without appropriate permissions and acknowledgments.

Sources

The data within this dataset has been gathered and synthesized from a range of authoritative sources, ensuring reliability and accuracy:

Websites:

• CDC (Centers for Disease Control and Prevention): Offers extensive information on pathogenic bacteria and their impact on human health.
• WHO (World Health Organization): Provides global health-related data, including details on bacteria responsible for infectious diseases.

Scientific Journals:

• "Journal of Bacteriology": A peer-reviewed scientific journal that publishes research articles on the biology of bacteria.
• "Microbiology": Offers articles on microbiology, virology, and molecular biology, with a focus on novel bacterial species and their functions.

Textbooks:

• "Brock Biology of Microorganisms" by Michael T. Madigan et al.: A comprehensive textbook covering the principles of microbiology, including detailed information on bacteria.
• "Prescott's Microbiology" by Joanne Willey, Linda Sherwood, and Christopher J. Woolverton: Provides a thorough introduction to the field of microbiology, with an emphasis on bacterial species and their roles.

This dataset represents a synthesis of credible scientific knowledge aimed at fostering research and education in microbiology and related fields.