Transforming Data
Often, the raw data presented in a query output may not be in the form we would like it to be. We may want to remove values, substitute values, or map values to other values. To accomplish these tasks, SQL provides a wide variety of statements and functions. Functions are keywords that take in inputs (such as a column or a scalar value) and change those inputs into some sort of output. We will discuss some very useful functions for cleaning data in the following sections.
The CASE WHEN Function
CASE WHEN is a function that allows a query to map various values in a column to other values. The general format of a CASE WHEN statement is as follows:
CASE WHEN condition1 THEN value1 WHEN condition2 THEN value2 … WHEN conditionX THEN valueX ELSE else_value END;
Here, condition1 and condition2, through conditionX, are Boolean conditions; value1 and value2, through valueX, are values to map the Boolean conditions; and else_value is the value that is mapped...