How to Calculate Cumulative Sum-Running Total in MySQL
From: How to Calculate Cumulative Sum-Running Total in MySQL - PopSQL
How to Calculate Cumulative Sum-Running Total in MySQL
Let's say for our MySQL DVD rental database, we want to see a hockey stick graph of our cumulative rentals by day. First, we'll need a table with a day column and a count column:
SELECT
date(rental_date) as day,
count(rental_id) as rental_count
FROM rental
GROUP BY day;
day | rental_count
-----------+--------------
2005-05-24 | 8
2005-05-25 | 137
2005-05-26 | 174
2005-05-27 | 166
2005-05-28 | 196
Then we use this to do our cumulative totals. Before MySQL version 8 you can use variables for this:
SELECT t.day,
t.rental_count,
@running_total:=@running_total + t.rental_count AS cumulative_sum
FROM
( SELECT
date(rental_date) as day,
count(rental_id) as rental_count
FROM rental
GROUP BY day ) t
JOIN (SELECT @running_total:=0) r
ORDER BY t.day;
day | rental_count | cumulative_sum
-----------+--------------+----------------
2005-05-24 | 8 | 8
2005-05-25 | 137 | 145
2005-05-26 | 174 | 319
2005-05-27 | 166 | 485
2005-05-28 | 196 | 681
For MySQL 8 you can use a windowed SUM()
and also a MySQL common table expression (CTE) instead of a subquery to make it more readable, the result is the same:
with data as (
select
date(rental_date) as day,
count(rental_id) as rental_count
from rental
group by day
)
select
day,
rental_count,
sum(rental_count) over (order by day) as cumulative_sum
from data;
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