For example, in the Titanic data, the field Embarked has two missing values, so the missing sample can be deleted directly

A2 Select the samples with Embarked missing information. We can see that only two passengers, number 62 and number 830, are missing port information

A3 Delete A2 from A1

It should be noted that the method of directly deleting will lose information and lead to deviation of data distribution, so it is not commonly used, and more cases are filled with missing values. In this book we will introduce several common filling methods for readers' reference.