Is your feature request related to a problem? Please describe.
I'm always frustrated when trying to analyze NASA's Asteroids dataset because it lacks user-friendly tools or features to perform in-depth exploratory data analysis (EDA) and predictive modeling.
Describe the solution you'd like.
I would like to see a comprehensive feature added that integrates the NASA Asteroids dataset directly into the project. This feature should include functionalities for data cleaning, exploratory data analysis (EDA), feature engineering, and building predictive models using machine learning algorithms tailored for asteroid trajectory prediction and risk assessment. Users should be able to visualize asteroid characteristics, analyze historical trajectory data, and predict potential future impacts based on orbital parameters. The feature should also support interactive visualizations and tools to assess the impact probabilities of asteroids on Earth, enhancing both scientific research and public awareness efforts.
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Is your feature request related to a problem? Please describe.
I'm always frustrated when trying to analyze NASA's Asteroids dataset because it lacks user-friendly tools or features to perform in-depth exploratory data analysis (EDA) and predictive modeling.
Describe the solution you'd like.
I would like to see a comprehensive feature added that integrates the NASA Asteroids dataset directly into the project. This feature should include functionalities for data cleaning, exploratory data analysis (EDA), feature engineering, and building predictive models using machine learning algorithms tailored for asteroid trajectory prediction and risk assessment. Users should be able to visualize asteroid characteristics, analyze historical trajectory data, and predict potential future impacts based on orbital parameters. The feature should also support interactive visualizations and tools to assess the impact probabilities of asteroids on Earth, enhancing both scientific research and public awareness efforts.