About this Dataset

NASA | Nearest Earth Objects (1910-2024)

CONTEXT

(Asteroid (4179) Tautatis is a potentially dangerous object passing at a distance of 2.3 times the distance from the Moon. (available in our dataset))

There are many dangerous bodies in space, one of them is N.E.O. - "Nearest Earth Objects". Some such bodies really pose a danger to the planet Earth, NASA classifies them as "is_hazardous". This dataset contains ALL NASA observations of similar objects from 1910 to 2024!!!

There are 338,199 records of N.E.O. in the Dataset!

Try to predict "is_hazardous" as accurately as possible! (otherwise we will not be ready for an asteroid attack)

SOURCES

NASA Open API

Wikipedia

Inspirer

Tables

Nearest Earth Objects 1910–2024

@kaggle.ivansher_nasa_nearest_earth_objects_1910_2024.nearest_earth_objects_1910_2024

8.82 MB
338199 rows
9 columns


CREATE TABLE nearest_earth_objects_1910_2024 (
  "neo_id" BIGINT,
  "name" VARCHAR,
  "absolute_magnitude" DOUBLE,
  "estimated_diameter_min" DOUBLE,
  "estimated_diameter_max" DOUBLE,
  "orbiting_body" VARCHAR,
  "relative_velocity" DOUBLE,
  "miss_distance" DOUBLE,
  "is_hazardous" BOOLEAN
);