Happiness

Happiness means the happy rate of your citizen. If the happiness is below 50%, they will stop paying taxes. More happiness you have, more taxes you get.

Independence
Your provinces may become independent if you happiness is too low.

The formula is:

~1/(happiness^2)

So, basically, the lower the happiness, the much higher the risk of independence. Everything above >=50% is fine.