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10 SQL Tricks for Data Wizards

Dive into the magical realm of SQL sorcery as we uncover ten enchanting tricks that will elevate your data wizardry. From crafting spellbinding concatenations to mastering the art of random sampling and delving into the mystical world of conditional aggregations, these tricks are designed to add a touch of magic to your SQL incantations. Join us on this captivating journey through each trick, exploring their details, data examples, and the mesmerizing results that await those who wield the SQL wand.

Concatenating Strings:

Elevate your data spells by seamlessly merging the first and last names into a mesmerizing full name.

SELECT CONCAT(first_name, ' ', last_name) AS full_name FROM users;

Example:

first_namelast_namefull_name
JohnDoeJohn Doe
JaneSmithJane Smith

Case-Insensitive Search:

Cast a spell of case-insensitivity to unveil treasures without being bound by the shackles of uppercase or lowercase.

SELECT * FROM products WHERE LOWER(category) = 'electronics';

Example:

product_idcategory
1Electronics
2Electronics
3Fashion

Result:

product_idcategory
1Electronics
2Electronics

Random Sampling:

Embrace randomness to draw forth a sampling of data that adds an element of surprise to your queries.

SELECT * FROM employees ORDER BY RAND() LIMIT 5;

Example:

employee_idname
1Alice
2Bob
3Charlie
4David
5Emma
6Frank

Result:

employee_idname
4David
1Alice
6Frank
2Bob
3Charlie

Finding Duplicates:

Cast a discerning eye to reveal duplicates and cleanse your data kingdom of repeating entries.

SELECT column, COUNT(column) FROM your_table_duplicate
 GROUP BY column HAVING COUNT(column) > 1;

Example:

column
A
B
A
C
B

Result:

columnCOUNT
A2
B2

Date Formatting:

Weave a spell to transform the ordinary date into an elegant and formatted masterpiece.

SELECT DATE_FORMAT(order_date, '%Y-%m-%d') AS formatted_date FROM orders;

Example:

order_date
2022-10-15 08:30:00
2022-10-16 12:45:00

Result:

formatted_date
2022-10-15
2022-10-16

Pivoting Data:

Master the art of data pivoting, transforming rows into a dynamic tableau of information.

SELECT
     MAX(CASE WHEN category = 'A' THEN value END) AS A,
     MAX(CASE WHEN category = 'B' THEN value END) AS B
   FROM your_table_pivot;

Example:

categoryvalue
A10
B15
A20
B25

Result:

AB
2025

Running Total

Engage in a dance with running totals, showcasing the cumulative sum of values over an evolving sequence.

SELECT id, value, SUM(value) OVER (ORDER BY id) AS running_total FROM your_table_running_total;

Example:

idvalue
15
210
315
420

Result:

idvaluerunning_total
155
21015
31530
42050

Updating with Join:

Merge the destinies of two tables through an arcane SQL update, weaving a transformative tale where the values of one table are reborn under the influence of another.

UPDATE table1 SET column1 = new_value
  FROM table2 WHERE table1.table1_id = table2.table2_id;

Example:

table1_idcolumn1
1A
2B
table2_idnew_value
1X
2Y

Result:

table1_idcolumn1
1X
2Y

Conditional Aggregation:

Weave intricate spells of conditional aggregation, summoning the power to dynamically summarize data based on specific conditions, allowing your SQL queries to adapt to the ever-changing enchantments of your data kingdom.

SELECT
    category,
    MAX(CASE WHEN condition = 'X' THEN value END) AS X,
    MAX(CASE WHEN condition = 'Y' THEN value END) AS Y
  FROM your_table_conditional
  GROUP BY category;

Example:

categoryvaluecondition
A10X
B15Y
A20X
B25Y

Result:

categoryXY
A20
B25

Common Table Expressions (CTE):

Unleash the mystical power of Common Table Expressions (CTEs), creating ephemeral realms of data where the arcane intricacies of your queries come toTEs allow you to weave modular spells, offering flexibility and elegance to your SQL incantations.

   WITH EnchantmentEmployees AS (
       SELECT employee_id, name
       FROM employees
       WHERE department = 'Enchantment'
   )
   SELECT * FROM EnchantmentEmployees;

Result:

employee_idname
1Merlin
2Morgana
3Gandalf

My Tech Advice: As we conclude this magical journey through ten SQL spells, each enchanting trick brings a unique flavor to your data sorcery. From the graceful dance of running totals to the transformative power of updating with joins, the intricate tapestry of conditional aggregations, and the ephemeral realms of Common Table Expressions, may these enchantments elevate your data wizardry. Embrace the magic, and may your SQL adventures continue to be filled with wonder and discovery! 🧙‍♂️🔮

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