A Box Plot in Data Science is a powerful visualization tool used to display the distribution and spread of data. It helps identify key statistical measures such as the median, quartiles, and potential outliers in a dataset. By using box plot visualization, data scientists can quickly compare multiple data groups and detect variability or skewness in the data.