Hi there! You've made substantial progress, and I'm impressed with all you've learned so far. You've mastered the use of SQL logical and conditional operators and elevated your data analysis with subqueries. In this unit, we're diving into complex queries and conditional logic — an advanced SQL topic that will allow for even more intricate data queries and analysis.

We will continue to work with our music database, focusing on the Songs and SongFeatures tables. As a quick reminder, the Songs table contains details such as the song's name, track number, and popularity, while SongFeatures holds metrics related to each song, like tempo, acoustics, and energy.

Are you ready to get started? Let's jump right in!

In SQL, the IF function is one of the most useful tools we have for adding conditional logic to our queries. It operates according to a simple principle: if a specific condition is true, then do something; if it's false, then do something else.

Let's put this into practice by categorizing songs into 'High' and 'Moderate' popularity levels using an SQL query:

SQL
Copy
1SELECT
2    Name AS SongName,
3    Popularity,
4    IF(Popularity > 75, 'High', 'Moderate') AS PopularityLevel
5FROM
6    Songs;

In the query above, the IF function checks whether each song's popularity score exceeds 75. If the condition is true, 'High' is returned; otherwise, 'Moderate' is returned. This approach allows us to categorize songs based on their popularity in a very efficient and readable manner.

The CASE statement is an exceptionally versatile tool in SQL, allowing us to execute actions based on various conditions, offering a functionality somewhat similar to the IF statement but with enhanced flexibility. Unlike the IF function, which is binary in its conditionality (true or false), the CASE statement supports multiple conditions, providing a robust means to handle complex logical operations within our queries.

Let's explore how we can categorize songs by their tempo using the CASE statement:

SQL
Copy
1SELECT
2    s.Name AS SongName,
3    sf.Tempo,
4    CASE
5        WHEN sf.Tempo < 100 THEN 'Low Tempo'
6        WHEN sf.Tempo BETWEEN 100 AND 150 THEN 'Medium Tempo'
7        ELSE 'High Tempo'
8    END AS TempoCategory
9FROM
10    SongFeatures sf
11JOIN
12    Songs s ON sf.SongID = s.SongID;

In this example, we're joining the Songs and SongFeatures tables through the SongID field. Within our SELECT statement, the CASE is applied to determine a song's tempo category. It sequentially evaluates each condition specified by the WHEN clauses until one is found true. If none of the WHEN conditions match, the ELSE clause (considered a default) is returned. Here's a closer look at the workflow:

• The CASE statement starts its evaluation.
• If the Tempo is less than 100, 'Low Tempo' is returned.
• If the Tempo is between 100 and 150, 'Medium Tempo' is returned.
• If neither condition is met, the ELSE part catches all remaining possibilities, returning 'High Tempo'.

The conclusion of the CASE statement is marked by the END keyword, signifying the end of the conditional checks. Following END, we use AS TempoCategory to label the outcome of our CASE statement, assigning it as a new column in our results. This naming convention is not just for clarity; it’s essential for referencing the produced column in other parts of our query or in applications that consume this query's output.

Great job! You've just learned to use the IF function and CASE statement to write more advanced SQL queries. You now have the skills to filter data more accurately, write conditional statements in SQL, and analyze real-world data more effectively.

Next, try your hands at a series of practice exercises on CodeSignal. We have prepared these exercises to reinforce what you have learned in this lesson. The more you practice these skills, the more confident you'll become in handling real-world scenarios.

Congratulations! You are almost at the end of this course You should be incredibly proud of your progress. These tools are powerful additions to your data analysis arsenal, and you'll find them invaluable in your future work. Keep practicing and keep learning. We're excited to see where your new skills will take you!