Atributes and roles?

from Stardock Forums
i just downloaded the update of galactic civilizatonsand noticed you now must pick your atributes more specificly and was wondering what role do the following atributes play or mean.

1)courage
2)creativity
3)luck
4)PQ %
5)soldering
6)wepons
7)defense

oh and what is best planet density
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Reply #1 from Stardock Forums Top
1. If one of your systems is invaded by a much larger force, this is added to your soldering.

2. I think this increases the chance of getting the tech bonus from certain anomolies.

3. How often events come up, and the likely hood of good ones.

4. Affects the Planet's base class (eg. 10% PQ means a class 20 becomes a class 22).

5. Affects the strength of your troops during invasions.

6. Affects the base attack values of your ships.

7. Same as 6, but for defense values.