The request

From Ashley Rivera, Web Content Lead
Your goal
From products, return product_id, name and unit_price for page 2 of a list of 12 products per page, sorted by unit_price ascending and then product_id ascending. Page 2 means rows 13 to 24 of that sorted list.
- Read from the
productstablenot done yet - Show exactly
product_idnameunit_pricenot done yet - 12 rows, sorted as askednot done yet
Your query
Loading the editor…
Reference solution
| product_id | name | category | subcategory | unit_price |
|---|---|---|---|---|
| 101 | Vale Velvet Loveseat | Furniture | Sofas | 1659.00 |
| 102 | Alder Oak Coffee Table | Furniture | Tables | 919.00 |
| 103 | Orchard Rattan Dining Chair | Furniture | Chairs | 789.00 |
| 104 | Upland Oak Bookcase | Furniture | Storage | 429.00 |
Mote checks your result
Press Run. Each row that matches the goal becomes a firefly in your lantern.
What Ashley gets, and why
Tables
Harbor & Pine store data, ready to query.
products120 rows · 8 columns
product_idintegernamevarcharcategoryvarcharsubcategoryvarcharunit_pricedecimalunit_costdecimallaunched_ondateis_activeboolean
| product_id | name | category | subcategory | unit_price | unit_cost | launched_on | is_active |
|---|---|---|---|---|---|---|---|
| 101 | Vale Velvet Loveseat | Furniture | Sofas | 1659.00 | NULL | 2023-09-11 | true |
| 102 | Alder Oak Coffee Table | Furniture | Tables | 919.00 | 503.50 | 2024-05-16 | true |
| 103 | Orchard Rattan Dining Chair | Furniture | Chairs | 789.00 | 429.87 | 2023-05-27 | true |
| 104 | Upland Oak Bookcase | Furniture | Storage | 429.00 | 214.70 | 2022-12-20 | true |
| 105 | Avery Leather Bed Frame | Furniture | Beds | 449.00 | 232.70 | 2021-08-31 | true |
customers2,018 rows · 9 columns
customer_idintegerfirst_namevarcharlast_namevarcharemailvarcharcityvarcharstatevarcharsignup_datedatesegmentvarcharreferral_sourcevarchar
| customer_id | first_name | last_name | city | state | signup_date | segment | referral_source | |
|---|---|---|---|---|---|---|---|---|
| 1 | Owen | Hudson | owen.hudson@icloud.com | San Francisco | CA | 2022-06-02 | consumer | search |
| 2 | Douglas | Mendoza | dmendoza69@gmail.com | Atlanta | GA | 2022-06-02 | consumer | NULL |
| 3 | Henry | Brooks | hbrooks@lakesidecafe.com | Los Angeles | CA | 2022-06-04 | business | NULL |
| 4 | Brian | Graham | bgraham@bluecedarhomes.com | Seattle | WA | 2022-06-06 | business | |
| 5 | Kyle | Jimenez | kjimenez27@yahoo.com | Indianapolis | IN | 2022-06-07 | consumer | NULL |
orders12,000 rows · 7 columns
order_idintegercustomer_idintegerorder_datetimestampstatusvarcharchannelvarcharshipping_feedecimalcoupon_codevarchar
| order_id | customer_id | order_date | status | channel | shipping_fee | coupon_code |
|---|---|---|---|---|---|---|
| 1001 | 125 | 2023-01-01 20:51:19 | completed | web | 0.00 | NULL |
| 1002 | 156 | 2023-01-02 07:58:46 | completed | web | 0.00 | NULL |
| 1003 | 22 | 2023-01-02 10:25:27 | completed | marketplace | 4.99 | WELCOME10 |
| 1004 | 48 | 2023-01-02 11:21:51 | completed | marketplace | 4.99 | WELCOME10 |
| 1005 | 82 | 2023-01-02 11:43:36 | completed | web | 0.00 | WELCOME10 |
order_items30,338 rows · 6 columns
order_item_idintegerorder_idintegerproduct_idintegerquantityintegerunit_pricedecimaldiscount_pctdecimal
| order_item_id | order_id | product_id | quantity | unit_price | discount_pct |
|---|---|---|---|---|---|
| 1 | 1001 | 121 | 9 | 31.99 | 0.00 |
| 2 | 1001 | 154 | 3 | 11.99 | 0.00 |
| 3 | 1002 | 154 | 4 | 11.99 | 0.00 |
| 4 | 1002 | 194 | 1 | 149.00 | 0.00 |
| 5 | 1002 | 193 | 2 | 19.99 | 0.00 |
returns1,673 rows · 5 columns
return_idintegerorder_item_idintegerreturned_ondatereasonvarcharrefund_amountdecimal
| return_id | order_item_id | returned_on | reason | refund_amount |
|---|---|---|---|---|
| 1 | 14 | 2023-01-10 | damaged | 83.69 |
| 2 | 42 | 2023-01-10 | wrong_item | 19.99 |
| 3 | 105 | 2023-01-14 | wrong_item | 10.99 |
| 4 | 24 | 2023-01-16 | changed_mind | 26.99 |
| 5 | 126 | 2023-01-16 | late | 20.99 |
employees60 rows · 8 columns
employee_idintegerfirst_namevarcharlast_namevarchardepartmentvarchartitlevarcharmanager_idintegerhire_datedatesalaryinteger
| employee_id | first_name | last_name | department | title | manager_id | hire_date | salary |
|---|---|---|---|---|---|---|---|
| 1 | Catherine | Hale | Executive | Chief Executive Officer | NULL | 2016-03-01 | 285000 |
| 2 | Robert | Kim | Executive | Chief Operating Officer | 1 | 2017-01-09 | 235000 |
| 3 | Megan | Collins | Sales | Head of Sales | 1 | 2018-04-16 | 172000 |
| 4 | Chloe | Gutierrez | Sales | Account Executive | 3 | 2020-01-21 | 72000 |
| 5 | Frank | Bell | Sales | Account Executive | 3 | 2023-05-21 | 73000 |
web_sessions40,000 rows · 7 columns
session_idintegercustomer_idintegerstarted_attimestampdevicevarcharsourcevarcharpages_viewedintegerconvertedboolean
| session_id | customer_id | started_at | device | source | pages_viewed | converted |
|---|---|---|---|---|---|---|
| 1 | NULL | 2023-01-01 23:02:24 | mobile | paid | 1 | false |
| 2 | 18 | 2023-01-01 15:07:49 | desktop | paid | 1 | false |
| 3 | NULL | 2023-01-01 16:55:46 | desktop | direct | 7 | false |
| 4 | NULL | 2023-01-01 12:43:28 | mobile | organic | 3 | false |
| 5 | NULL | 2023-01-01 13:06:21 | mobile | social | 2 | false |
marketing_spend3,276 rows · 3 columns
spend_datedatechannelvarcharamountdecimal
| spend_date | channel | amount |
|---|---|---|
| 2023-01-01 | paid | 492.99 |
| 2023-01-01 | 37.38 | |
| 2023-01-01 | social | 200.53 |
| 2023-01-02 | paid | 709.13 |
| 2023-01-02 | 64.13 |
The lesson
OFFSET n skips the first n rows of the sorted result. Together with LIMIT, it returns one page:
SELECT product_id, name, unit_price
FROM products
ORDER BY unit_price, product_id
LIMIT 12 OFFSET 12;
Page math
For page p (starting at 1) with size rows per page:
LIMIT size OFFSET (p - 1) * size
Page 1 is OFFSET 0, page 2 is OFFSET 12, page 3 is OFFSET 24. An off-by-one here (using
OFFSET 13 for page 2) silently skips a product, which is exactly the kind of bug Ashley wants to
catch.
The sort must be unique
Paging only works if every row has one fixed position. If ten products cost $24.99 and you sort by
price alone, a product could appear on both page 1 and page 2, or on neither, because the database
may order the tied rows differently on each request. Ending the sort with a unique column such as
product_id fixes this. This is a real bug in production apps, not a theoretical one.
Dialects
- Postgres, DuckDB, MySQL, BigQuery:
LIMIT 12 OFFSET 12. - MySQL also accepts
LIMIT 12, 12(offset first, then count), a confusing order best avoided. - SQL standard and SQL Server:
OFFSET 12 ROWS FETCH NEXT 12 ROWS ONLY.
OFFSET gets slow on big tables
To return page 5,000 the database still has to produce and throw away the first 59,988 rows. Engineers usually switch to keyset pagination for large lists: remember the last row of the previous page and continue from it.
SELECT product_id, name, unit_price
FROM products
WHERE (unit_price, product_id) > (24.99, 57)
ORDER BY unit_price, product_id
LIMIT 12;
The row comparison (a, b) > (x, y) works in Postgres, DuckDB and MySQL. As an analyst you will
rarely write paging for an app, but you will page through query results in tools, and knowing why
deep OFFSETs crawl helps you explain slow dashboards.
Common mistakes
- Forgetting
ORDER BY. Paging an unsorted result returns arbitrary, overlapping pages. - Mixing up which number is which.
LIMITis how many rows to return;OFFSETis how many to skip first.
Lantern lit!
Practised: offsetpaginationlimit
- Solved
- No hints
- First run
