lesson 07 Filtering & sorting · beginner
Understand NULL
Recognize missing values and filter them with IS NULL.
the idea
NULL means a value is unknown or missing. Any comparison with NULL, including = NULL, is unknown, so WHERE drops the row. Test with IS NULL or IS NOT NULL. COALESCE returns the first non-NULL argument and supplies a display value.
Dataset: Retail
The tables the challenges use, with their first 6 rows. Under each column name: the kind of value it holds, and which table it links to.
products6 columns · 5,304 rows
| stock_codetext · unique id | descriptiontext | category_idnumber · links to categories | list_pricedecimal | first_sold_atdate & time | is_merchandisenumber |
|---|---|---|---|---|---|
| 10002 | INFLATABLE POLITICAL GLOBE | 17 | 0.85 | 2009-12-01 09:08:00 | 1 |
| 10002R | ROBOT PENCIL SHARPNER | 8 | 5.17 | 2009-12-02 14:43:00 | 1 |
| 10080 | GROOVY CACTUS INFLATABLE | 17 | 0.39 | 2009-12-02 16:02:00 | 1 |
| 10109 | BENDY COLOUR PENCILS | 8 | 0.42 | 2009-12-03 12:31:00 | 1 |
| 10120 | DOGGY RUBBER | 17 | 0.21 | 2009-12-01 16:17:00 | 1 |
| 10123C | HEARTS WRAPPING TAPE | 8 | 0.65 | 2009-12-01 14:28:00 | 1 |
- stock_codetext · unique id
- 10002
- descriptiontext
- INFLATABLE POLITICAL GLOBE
- category_idnumber · links to categories
- 17
- list_pricedecimal
- 0.85
- first_sold_atdate & time
- 2009-12-01 09:08:00
- is_merchandisenumber
- 1
- stock_codetext · unique id
- 10002R
- descriptiontext
- ROBOT PENCIL SHARPNER
- category_idnumber · links to categories
- 8
- list_pricedecimal
- 5.17
- first_sold_atdate & time
- 2009-12-02 14:43:00
- is_merchandisenumber
- 1
- stock_codetext · unique id
- 10080
- descriptiontext
- GROOVY CACTUS INFLATABLE
- category_idnumber · links to categories
- 17
- list_pricedecimal
- 0.39
- first_sold_atdate & time
- 2009-12-02 16:02:00
- is_merchandisenumber
- 1
- stock_codetext · unique id
- 10109
- descriptiontext
- BENDY COLOUR PENCILS
- category_idnumber · links to categories
- 8
- list_pricedecimal
- 0.42
- first_sold_atdate & time
- 2009-12-03 12:31:00
- is_merchandisenumber
- 1
- stock_codetext · unique id
- 10120
- descriptiontext
- DOGGY RUBBER
- category_idnumber · links to categories
- 17
- list_pricedecimal
- 0.21
- first_sold_atdate & time
- 2009-12-01 16:17:00
- is_merchandisenumber
- 1
- stock_codetext · unique id
- 10123C
- descriptiontext
- HEARTS WRAPPING TAPE
- category_idnumber · links to categories
- 8
- list_pricedecimal
- 0.65
- first_sold_atdate & time
- 2009-12-01 14:28:00
- is_merchandisenumber
- 1
first 6 of 5,304 rows · your queries use all of them
orders6 columns · 6,722 rows
| order_idnumber · unique id | invoice_notext | customer_idnumber · links to customers | ordered_atdate & time | countrytext | order_typetext |
|---|---|---|---|---|---|
| 1 | 489438 | 18102 | 2009-12-01 09:24:00 | United Kingdom | sale |
| 2 | 489517 | 16329 | 2009-12-01 11:34:00 | United Kingdom | sale |
| 3 | C489528 | 16714 | 2009-12-01 11:50:00 | United Kingdom | cancellation |
| 4 | 489529 | 17984 | 2009-12-01 11:51:00 | United Kingdom | sale |
| 5 | 489532 | 13394 | 2009-12-01 11:58:00 | United Kingdom | sale |
| 6 | 489540 | 12913 | 2009-12-01 12:18:00 | United Kingdom | sale |
- order_idnumber · unique id
- 1
- invoice_notext
- 489438
- customer_idnumber · links to customers
- 18102
- ordered_atdate & time
- 2009-12-01 09:24:00
- countrytext
- United Kingdom
- order_typetext
- sale
- order_idnumber · unique id
- 2
- invoice_notext
- 489517
- customer_idnumber · links to customers
- 16329
- ordered_atdate & time
- 2009-12-01 11:34:00
- countrytext
- United Kingdom
- order_typetext
- sale
- order_idnumber · unique id
- 3
- invoice_notext
- C489528
- customer_idnumber · links to customers
- 16714
- ordered_atdate & time
- 2009-12-01 11:50:00
- countrytext
- United Kingdom
- order_typetext
- cancellation
- order_idnumber · unique id
- 4
- invoice_notext
- 489529
- customer_idnumber · links to customers
- 17984
- ordered_atdate & time
- 2009-12-01 11:51:00
- countrytext
- United Kingdom
- order_typetext
- sale
- order_idnumber · unique id
- 5
- invoice_notext
- 489532
- customer_idnumber · links to customers
- 13394
- ordered_atdate & time
- 2009-12-01 11:58:00
- countrytext
- United Kingdom
- order_typetext
- sale
- order_idnumber · unique id
- 6
- invoice_notext
- 489540
- customer_idnumber · links to customers
- 12913
- ordered_atdate & time
- 2009-12-01 12:18:00
- countrytext
- United Kingdom
- order_typetext
- sale
first 6 of 6,722 rows · your queries use all of them
worked example
Run these steps in order to see the idea before you write your own query. The step marked “the pattern” is what the challenges ask for. Running the example does not count toward progress.
Find rows with missing text. Run this. WHERE description IS NULL finds products with no description recorded.
step-1.sqlSELECT stock_code, description, list_price FROM products WHERE description IS NULL LIMIT 10;
Show a label when value is missing. Run this. COALESCE fills in '(no description)' for display without changing stored data.the pattern
example.sqlSELECT stock_code, COALESCE(description, '(no description)') AS label FROM products WHERE list_price IS NULL;
common mistake
WHERE customer_id = NULL returns nothing. Anonymous orders are found with customer_id IS NULL.