Reputation: 13
I am new here and tried to look up the answer to my question but couldn't find anything on it. I am currently learning how to work with SQL queries and am wondering how I can count the amount of unique values that appear in two time intervals?
I have two columns; one is the timestamp
while the other is a customer id
. What I want to do is to check, for example, the amount of customers that appear in time interval A, let's say January 2014 - February 2014
. I then want to see how many of these also appear in another time interval that i specify, for example February 2014-April 2014
. If the total sample were 2 people
who both bought something in january while only one of them bought something else before the end of April, the count would be 1.
I am a total beginner and tried the query below but it obviously won't return what I want because each entry only having one timestamp makes it not possible to be in two intervals.
SELECT
count(customer_id)
FROM db.table
WHERE time >= date('2014-01-01 00:00:00')
AND time < date('2014-02-01 00:00:00')
AND time >= date('2014-02-01 00:00:00')
AND time < date('2014-05-01 00:00:00')
;
Upvotes: 1
Views: 123
Reputation: 16917
Here's one method of doing this with conditional grouping in an inner-select.
Select Case
When GroupBy = 1 Then 'January - February 2014'
When GroupBy = 2 Then 'February - April 2014'
End As Period,
Count (Customer_Id) As Total
From
(
SELECT Customer_Id,
Case
When Time Between '2014-01-01' And '2014-02-01' Then 1
When Time Between '2014-02-01' And '2014-04-01' Then 2
Else -1
End As GroupBy
From db.Table
) D
Where GroupBy <> -1
Group By GroupBy
Edit: Sorry, misread the question. This will show you those that overlap those two time ranges:
Select Count(Customer_Id)
From db.Table t1
Where Exists
(
Select Customer_Id
From db.Table t2
Where t1.customer_id = t2.customer_id
And t2.Time Between '2014-02-01' And '2014-04-01'
)
And t1.Time Between '2014-01-01' And '2014-02-01'
Upvotes: 0
Reputation: 720
Try this.
select count(distinct t.customer_id) from Table t
INNER JOIN Table t1 on t1.customer_id = t.customer_id
and t1.time >= '2014-01-01 00:00:00' and t1.time<'2014-02-01 00:00:00'
where t.time >='2014-02-01 00:00:00' and t.time<'2014-05-01 00:00:00'
Upvotes: 1