NaN, short for 'Not a Number', is a special floating-point value used to represent undefined or unrepresentable numerical results, such as the result of dividing zero by zero or taking the square root of a negative number. In programming and data analysis, NaN is crucial for handling errors and missing values without causing program crashes or incorrect calculations.