Where can I find such dataset.
For each object, I would want name, size, distance from sun (if applicable), mass. Can be separate dataset for all moons and for all planets. (and maybe asteroids).
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You can get all this from Wikipedia. Start here en.wikipedia.org/wiki/Planet – Jan Doggen Mar 12 '17 at 13:23
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"and maybe asteroids" is a much, much larger scope. – wogsland Mar 12 '17 at 16:15
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Devstronomy project provides the datasets for planets (plus Pluto) and their satellites(moons) in accessible formats (CSV, JSON, SQL), available for download. The datasets originate from NASA Jet Propulsion Laboratory. Check the site for details.
Edit: please note that I'm the author of Devstonomy project. I had a similar issue and did not find a solution. So I've provided the datasets on the Devstronomy site.
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@NisseEngström: Thanks for correcting me, Nisse. This was my first answer here. It makes a lot of sense. – Martin Krauskopf Jan 23 at 10:21
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These two put everything in one place and so are simple.
This one treats each astronomical object separately, but you can get much more detailed information.
