Dataset: NASA: Asteroids Classification

About this Dataset

NASA: Asteroids Classification

Content

The data is about Asteroids - NeoWs.
NeoWs (Near Earth Object Web Service) is a RESTful web service for near earth Asteroid information. With NeoWs a user can: search for Asteroids based on their closest approach date to Earth, lookup a specific Asteroid with its NASA JPL small body id, as well as browse the overall data-set.

Acknowledgements

Data-set: All the data is from the (http://neo.jpl.nasa.gov/). This API is maintained by SpaceRocks Team: David Greenfield, Arezu Sarvestani, Jason English and Peter Baunach.

Inspiration

1.Finding potential hazardous and non-hazardous asteroids
2.Features responsible for claiming an asteroid to be hazardous

Tables

Nasa

@kaggle.lovishbansal123_nasa_asteroids_classification.nasa

927.75 KB
4687 rows
40 columns


CREATE TABLE nasa (
  "neo_reference_id" BIGINT,
  "name" BIGINT,
  "absolute_magnitude" DOUBLE,
  "est_dia_in_km_min" DOUBLE,
  "est_dia_in_km_max" DOUBLE,
  "est_dia_in_m_min" DOUBLE,
  "est_dia_in_m_max" DOUBLE,
  "est_dia_in_miles_min" DOUBLE,
  "est_dia_in_miles_max" DOUBLE,
  "est_dia_in_feet_min" DOUBLE,
  "est_dia_in_feet_max" DOUBLE,
  "close_approach_date" TIMESTAMP,
  "epoch_date_close_approach" BIGINT,
  "relative_velocity_km_per_sec" DOUBLE,
  "relative_velocity_km_per_hr" DOUBLE,
  "miles_per_hour" DOUBLE,
  "miss_dist_astronomical" DOUBLE,
  "miss_dist_lunar" DOUBLE,
  "miss_dist_kilometers" DOUBLE,
  "miss_dist_miles" DOUBLE,
  "orbiting_body" VARCHAR,
  "orbit_id" BIGINT,
  "orbit_determination_date" TIMESTAMP,
  "orbit_uncertainity" BIGINT,
  "minimum_orbit_intersection" DOUBLE,
  "jupiter_tisserand_invariant" DOUBLE,
  "epoch_osculation" DOUBLE,
  "eccentricity" DOUBLE,
  "semi_major_axis" DOUBLE,
  "inclination" DOUBLE,
  "asc_node_longitude" DOUBLE,
  "orbital_period" DOUBLE,
  "perihelion_distance" DOUBLE,
  "perihelion_arg" DOUBLE,
  "aphelion_dist" DOUBLE,
  "perihelion_time" DOUBLE,
  "mean_anomaly" DOUBLE,
  "mean_motion" DOUBLE,
  "equinox" VARCHAR,
  "hazardous" BOOLEAN
);