Dataset: Asteroid Features For Hazardous Prediction / NASA

About this Dataset

Asteroid Features For Hazardous Prediction / NASA

Asteroid Classification For Hazardous Prediction

This data was used within the scope of machine learning.
Using the properties of asteroids, it can be determined whether they are dangerous or not.

There are many columns inside, but you can pick that columns for models:

a - semi-major axis(au)
e - eccentricity
i - Inclination with respect to x-y ecliptic plane(deg)
om - Longitude of the ascending node
w - argument of perihelion
q - perihelion distance(au)
ad - aphelion distance(au)
per_y - Orbital period(YEARS)
H - Absolute Magnitude parameter
neo - Near Earth Object / N or Y
pha - Physically Hazardous Asteroid - N or Y
moid - Earth Minimum orbit Intersection Distance(au)
n - Mean motion(deg/d)
per - orbital Period(d)
ma - Mean anomaly(deg)

Tables

Asteroid Updated

@kaggle.brsdincer_asteroid_classification_for_hazardous_prediction.asteroid_updated

93.91 MB
839714 rows
31 columns


CREATE TABLE asteroid_updated (
  "name" VARCHAR,
  "a" DOUBLE,
  "e" DOUBLE,
  "i" DOUBLE,
  "om" DOUBLE,
  "w" DOUBLE,
  "q" DOUBLE,
  "ad" DOUBLE,
  "per_y" DOUBLE,
  "data_arc" DOUBLE,
  "condition_code" VARCHAR,
  "n_obs_used" BIGINT,
  "h" DOUBLE,
  "neo" VARCHAR,
  "pha" VARCHAR,
  "diameter" VARCHAR,
  "extent" VARCHAR,
  "albedo" DOUBLE,
  "rot_per" DOUBLE,
  "gm" DOUBLE,
  "bv" DOUBLE,
  "ub" DOUBLE,
  "ir" DOUBLE,
  "spec_b" VARCHAR,
  "spec_t" VARCHAR,
  "g" DOUBLE,
  "moid" DOUBLE,
  "class" VARCHAR,
  "n" DOUBLE,
  "per" DOUBLE,
  "ma" DOUBLE
);