What is a Common Table Expression (CTE) in SQL?
Let’s keep it real. When I first encountered the term common table expression I immediately thought, “Another SQL term? And do not we already have subqueries and temp tables to this effect?
However, there is a catch here, a standard table expression is merely a means of generating a temporary, named result set in your SQL query. Imagine it was a little virtual table like when you need to run a query.
The official-looking definition is as follows:
👉 A common table expression (CTE) in SQL is a temporary result set defined within the execution scope of a single SELECT, INSERT, UPDATE, or DELETE statement.
And here’s my definition:
👉 It’s like creating a shortcut in SQL so you don’t have to repeat messy code again and again.

The story of why I fell in love with common table expressions
I’ll be honest: when I first wrote long queries with subqueries inside subqueries, my brain fried. Debugging was a nightmare. Ever opened a query with 200+ lines and no formatting? Yeah… feels like reading someone’s bad handwriting.
That’s when I found common table expressions. They gave my queries structure, readability, and sanity.
Here’s why I think CTEs are lifesavers:
-
Readable SQL → Queries feel like they’re telling a story instead of a puzzle.
-
Reusable logic → Instead of repeating the same subquery 5 times, I define it once.
-
Debug-friendly → I can check each step by running the CTE separately.
-
Recursive queries → Perfect for handling hierarchical data (like org charts or family trees).
If you’ve ever cursed at your SQL for being ugly (I know I have), CTEs are your new best friend.

Example of a Common Table Expression in SQL 🎯
WITH EmployeeCTE AS (
SELECT EmployeeID, FirstName, LastName, ManagerID
FROM Employees
)
SELECT *
FROM EmployeeCTE
WHERE ManagerID IS NOT NULL;
Notice that magical word WITH? That’s the start of a common table expression. I named mine EmployeeCTE. Now, I can use it in my main query like a regular table.
Recursive Common Table Expression (Real-Life) Example
WITH EmployeeHierarchy AS (
SELECT EmployeeID, ManagerID, 0 AS Level
FROM Employees
WHERE ManagerID IS NULL
UNION ALL
SELECT e.EmployeeID, e.ManagerID, eh.Level + 1
FROM Employees e
INNER JOIN EmployeeHierarchy eh
ON e.ManagerID = eh.EmployeeID
)
SELECT * FROM EmployeeHierarchy;
This beauty pulls out the entire org chart—bosses, managers, juniors—all in one query. 🚀
That’s the magic of common table expressions.

CTE vs Subquery vs Temp Table ⚡
Well, you may say: Why not simply use subqueries or temp table instead of common table expressions?
Here’s my honest take:
- Subqueries – good with little stuff but terrible when nested.
- Temp Tables-Temporary tables are used to hold intermediate results used in more than one query.
- Common Table Expression Perfect middle ground. Less complex than subqueries, less complex than temp tables.
If I had to explain with food 🍔:
- Subqueries = fast food (hurried and messy).
- Temp tables = preparing a large meal (takes time, but can be used again).
- CTEs = a healthy snack (clean, fast, balanced).

Where I Use Common Table Expressions in Real Life
Here are places where CTEs save me every week:
-
Data Cleaning → Break down messy data step by step.
-
Analytics → Create layered aggregations (sales by month, by region, by category).
-
Reporting → Easier to read for teammates.
-
Recursive queries → Org charts, folder structures, family trees.
If you’re a data analyst, BI developer, or even a student writing SQL for assignments, common table expressions will feel like a cheat code.
How to Write Your First Common Table Expression (Step-by-Step)
-
Start your query with WITH.
-
Name your CTE (e.g.,
SalesCTE). -
Write a subquery inside parentheses.
-
Call the CTE in your main query.
Example:
WITH SalesCTE AS (
SELECT CustomerID, SUM(Amount) AS TotalSales
FROM Sales
GROUP BY CustomerID
)
SELECT *
FROM SalesCTE
WHERE TotalSales > 1000;
That’s it. Simple. You just wrote your first common table expression.
Final Thoughts
The initial usage of a common table expression made me feel that I had discovered a secret superpower in the SQL. There is no longer any ugly nested subqueries. Enough with incomprehensible questions that caused my teammates to weep.
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In case you are new, get used to writing small queries using CTEs. In the long run, you will discover that they not only tidy up your SQL, but also improve its readability by other people.
And by the way, when you get in a jam, you should not panic. We’ve all been there. Take a simple case, and deconstruct it, and reattempt it. You’ll thank yourself later.
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