There is roughly 300,000 people in the entire country, 0.5% of which are ninja, who almost all resided in Leaf.
Fire country is presumably primarily an agricultural society. The soil of Fire country is extremely rich, and would bring massive increase in GDP if it could be cultivated.
Taxation is high and farmers are usually poor.
The wealthiest are the ninja clan, likely followed by merchants.