In simple terms, a derrivative is a contract that binds one party to pay another based on measureable future outcomes. There are derrivatives based on stock prices, commodity prices, harvest levels, currency exhange rates, interest rates, and even weather events. They can get very complex, and you can even have derivatives based on derivatives, or combinations of derivatives.
