[Physics] Relation between average density of planets and their distance from the sun

astrophysicsdensityplanetssolar system

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In this graph,I plotted the points as (Distance from the Sun,Average Density) of the planets.Distance of planets from the sun are in Astronomical units and the average density is $gram/cm^3$

I also plotted the graph of $6/x$ and log $x$.

To my astonishment,

The points associated with Earth,Mars,Jupiter,Uranus lies almost perfectly on graph of 6/x.

And the points associated with Uranus,Saturn and Neptune almost lies on the graph of log x.In both cases x is the the distance of the sun from planet in astronomical units.

Is this just a coincidence or there is any scientific reason for this coincidence?

Best Answer

Your experiment with real data is fantastic! I applaud your curiosity, and investigation into the planets. Unfortunately, I don't think there's anything to your results (sorry!).

Astrophysics
The conventional wisdom used to be that planetary density would decrease with increasing distance away from a parent star, because that's what the disks around young stars look like [1] before they form planets. This idea completely fails in light of exoplanetary data which now includes thousands of planets in many hundreds of star systems. The end result is that planet formation is extremely complicated, and different types of planets tend to form in different places. In addition to that, there are numerous reasons to believe that planets move around a good amount after they've formed. So, observationally, there is no consistent relation between density and distance.

Statistics
If you try to plot enough relations, things will fit (e.g. Kepler's Shapes, and the Titus-Bode Law). The robustness of trends and correlations drop rapidly when, 1) data is arbitrary excluded (e.g. Mercury and Venus), 2) arbitrary split up your data, and 3) use arbitrary measures of goodness of fit (e.g. how close points look to a line on a certain plot). In fact, for robust statistical measurements, one needs to consider how many models were attempted to be fit, before considering how robust results seem.

[1] Even this is only approximately true... there were some more complicated reasons based on lifetimes of different substances in the disks, but that's not too important here.

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