What features are important to mention when you describe a data set?

When describing a data set, it's important to mention its size (number of observations and variables), the type of data (categorical, numerical, time series, etc.), and the source of the data. Additionally, you should highlight any missing values, data distribution, and potential biases or limitations. Lastly, providing context about the data's purpose or the questions it aims to answer can enhance understanding.