Name one other scenario in which a scientist may want to extrapolate data

Extrapolation of data is the mean by which scientists make guesses about hypothetical situations based on the data that are already know. 
In a situation where a new system has just been developed and the voltage required to runt the system is known, a scientists may use the known data to predict how the system might respond to higher voltages.