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How to Generate a Complete Date Range in MySQL for User Growth Analysis, Even with Missing Data?

Linda Hamilton
Release: 2024-12-09 07:15:10
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How to Generate a Complete Date Range in MySQL for User Growth Analysis, Even with Missing Data?

Getting All Dates in a Range In MySQL, Even With Missing Records

In a user database, one may encounter the need to create graphs depicting userbase growth. A common query used is:

SELECT DATE(datecreated), count(*) AS number FROM users 
WHERE DATE(datecreated) > '2009-06-21' AND DATE(datecreated) <= DATE(NOW())
GROUP BY DATE(datecreated) ORDER BY datecreated ASC
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While this query retrieves desired information, it omits dates where no users were registered. To address this, a solution utilizing a dynamic calendar can be implemented. Here's how:

select  * from (
select date_add('2003-01-01 00:00:00.000', INTERVAL n5.num*10000+n4.num*1000+n3.num*100+n2.num*10+n1.num DAY ) as date from
(select 0 as num
   union all select 1
   union all select 2
   union all select 3
   union all select 4
   union all select 5
   union all select 6
   union all select 7
   union all select 8
   union all select 9) n1,
(select 0 as num
   union all select 1
   union all select 2
   union all select 3
   union all select 4
   union all select 5
   union all select 6
   union all select 7
   union all select 8
   union all select 9) n2,
(select 0 as num
   union all select 1
   union all select 2
   union all select 3
   union all select 4
   union all select 5
   union all select 6
   union all select 7
   union all select 8
   union all select 9) n3,
(select 0 as num
   union all select 1
   union all select 2
   union all select 3
   union all select 4
   union all select 5
   union all select 6
   union all select 7
   union all select 8
   union all select 9) n4,
(select 0 as num
   union all select 1
   union all select 2
   union all select 3
   union all select 4
   union all select 5
   union all select 6
   union all select 7
   union all select 8
   union all select 9) n5
) a
where date >'2011-01-02 00:00:00.000' and date < NOW()
order by date
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This dynamic calendar generates dates within a specified range, allowing dates with zero user base to be included in the results. By adjusting the date limits and applying the formula to your specific data structure, you can generate a graph that accurately reflects userbase growth, even during periods of inactivity.

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