Comet Orbital Elements Catalog from OpenML

COMET_MC is a dataset of comet orbital elements, likely containing parameters for calculating comet trajectories. The dataset originates from the OpenML platform, but specifics on its size, creator, and last update are not provided. It is categorized under astronomy and space science.

Use Cases

• Predict future comet positions by modeling orbital evolution using parameters like eccentricity, inclination, and semi-major axis.
• Cluster comets into dynamical families based on shared orbital element features such as argument of perihelion and longitude of ascending node.
• Analyze the distribution of orbital periods and perihelion distances to study the structure of the solar system.
• Train a classifier to identify comet types (e.g., short-period vs. long-period) using numerical orbital parameters.

Strengths

• Provides structured, machine-readable orbital data suitable for computational analysis.
• Hosted on OpenML, ensuring standardized access and potential for integration with other ML datasets.

Limitations

• The total number of comet records and the specific columns are unknown, limiting assessment of scope.
• The temporal coverage and data freshness are unspecified, which may affect the relevance for current comet discoveries.

Provenance

Source

OpenML platform

Collection Method

null

Time Range

null

Freshness

null

Geography

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