Since this dataset was pulled from Kaggle to much cleaning was not necessary. I trimmed few unnecessary data & added a few columns by using the existing data for analysis. I also calculated the respective Ranges of Absolute Magnitude provided.

This is an interactive Visualization/Dashboard where you can see a report of potential hazardous asteroids, Sentry object count & also a comparison of both to see the amount of sentry objects that are prone to become hazardous.

Filtering is possible based on asteroid Orbit classes,

• AMO - Stands for Amor. Near-Earth asteroid orbits similar to that of 1221 Amor (a > 1.0 AU; 1.017 AU < q < 1.3 AU).
• APO - Stands for Apollo. Near-Earth asteroid orbits which cross the Earth's orbit similar to that of 1862 Apollo (a > 1.0 AU; q < 1.017 AU).
• ATE - Stands for Aten. Near-Earth asteroid orbits similar to that of 2062 Aten (a < 1.0 AU; Q > 0.983 AU).
• IEO - Stands for Interior Earth Object. An asteroid orbit contained entirely within the orbit of the Earth (Q < 0.983 AU).

Further filtering is possible by cancelling out the possibility of an object being sentry or by only analyzing the hazardous asteroids.