A lognormal distribution is a probability distribution of a random variable whose logarithm is normally distributed, making it useful for modeling variables that are positively skewed and cannot be negative, such as stock prices and income levels. It is characterized by its asymmetry and multiplicative nature, often arising in processes where growth is exponential or multiplicative over time.