DataFrames are fundamental to executing data analysis in Python. A DataFrame is a two-dimensional table that organizes data into rows and categories. Think of it as a powerful spreadsheet within your code, allowing you to transform information efficiently. Each column in a DataFrame can hold a unique data type, such as numbers, text, or even dates.