The Most Frequently Ordered Products For Each Customer Problem
Description
LeetCode Problem 1596.
Table: Customers
1
2
3
4
5
6
7
8
+---------------+---------+
| Column Name | Type |
+---------------+---------+
| customer_id | int |
| name | varchar |
+---------------+---------+
customer_id is the primary key for this table.
This table contains information about the customers.
Table: Orders
1
2
3
4
5
6
7
8
9
10
11
+---------------+---------+
| Column Name | Type |
+---------------+---------+
| order_id | int |
| order_date | date |
| customer_id | int |
| product_id | int |
+---------------+---------+
order_id is the primary key for this table.
This table contains information about the orders made by customer_id.
No customer will order the same product more than once in a single day.
Table: Products
1
2
3
4
5
6
7
8
9
+---------------+---------+
| Column Name | Type |
+---------------+---------+
| product_id | int |
| product_name | varchar |
| price | int |
+---------------+---------+
product_id is the primary key for this table.
This table contains information about the products.
Write an SQL query to find the most frequently ordered product(s) for each customer.
The result table should have the product_id and product_name for each customer_id who ordered at least one order. Return the result table in any order.
The query result format is in the following example:
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
Customers
+-------------+-------+
| customer_id | name |
+-------------+-------+
| 1 | Alice |
| 2 | Bob |
| 3 | Tom |
| 4 | Jerry |
| 5 | John |
+-------------+-------+
Orders
+----------+------------+-------------+------------+
| order_id | order_date | customer_id | product_id |
+----------+------------+-------------+------------+
| 1 | 2020-07-31 | 1 | 1 |
| 2 | 2020-07-30 | 2 | 2 |
| 3 | 2020-08-29 | 3 | 3 |
| 4 | 2020-07-29 | 4 | 1 |
| 5 | 2020-06-10 | 1 | 2 |
| 6 | 2020-08-01 | 2 | 1 |
| 7 | 2020-08-01 | 3 | 3 |
| 8 | 2020-08-03 | 1 | 2 |
| 9 | 2020-08-07 | 2 | 3 |
| 10 | 2020-07-15 | 1 | 2 |
+----------+------------+-------------+------------+
Products
+------------+--------------+-------+
| product_id | product_name | price |
+------------+--------------+-------+
| 1 | keyboard | 120 |
| 2 | mouse | 80 |
| 3 | screen | 600 |
| 4 | hard disk | 450 |
+------------+--------------+-------+
Result table:
+-------------+------------+--------------+
| customer_id | product_id | product_name |
+-------------+------------+--------------+
| 1 | 2 | mouse |
| 2 | 1 | keyboard |
| 2 | 2 | mouse |
| 2 | 3 | screen |
| 3 | 3 | screen |
| 4 | 1 | keyboard |
+-------------+------------+--------------+
Alice (customer 1) ordered the mouse three times and the keyboard one time, so the mouse is the most frquently ordered product for them.
Bob (customer 2) ordered the keyboard, the mouse, and the screen one time, so those are the most frquently ordered products for them.
Tom (customer 3) only ordered the screen (two times), so that is the most frquently ordered product for them.
Jerry (customer 4) only ordered the keyboard (one time), so that is the most frquently ordered product for them.
John (customer 5) did not order anything, so we do not include them in the result table.
MySQL Solution
1
2
3
4
5
6
7
8
9
select t.customer_id, t.product_id, p.product_name
from(
select customer_id, product_id,
rank() over(partition by customer_id order by count(product_id) desc) as rank_p
from orders
group by customer_id,product_id
order by customer_id) as t
left join products p on t.product_id = p.product_id
where rank_p = 1
LeetCode Database - Medium
LeetCode 1421
LeetCode 1440
LeetCode 1445
LeetCode 1454
LeetCode 1459
LeetCode 1468
LeetCode 1501
LeetCode 1532
LeetCode 1549
LeetCode 1555
LeetCode 1596
LeetCode 1613
LeetCode 1699
LeetCode 1709
LeetCode 1715
LeetCode 1747
LeetCode 1783
LeetCode 1811
More LeetCode Database
MySQL Tutorials