Equity is the contributed capital by the owners (shareholders) of the company. Lets say that the company has issued 1,000 shares at $1 each then the equity is $1,000.
The debt on the other hand is the money that the company owes to its creditors. The creditors are stakeholders but the do not own the company so they are not shareholders.