VARIANCE(expr)
Returns the population standard variance of expr
. This is an extension to standard SQL. The standard SQL function VAR_POP() can be used instead.
Variance is calculated by
It is an aggregate function, and so can be used with the GROUP BY clause.
From MariaDB 10.2.2, VARIANCE() can be used as a window function.
VARIANCE() returns NULL
if there were no matching rows.
CREATE TABLE v(i tinyint); INSERT INTO v VALUES(101),(99); SELECT VARIANCE(i) FROM v; +-------------+ | VARIANCE(i) | +-------------+ | 1.0000 | +-------------+ INSERT INTO v VALUES(120),(80); SELECT VARIANCE(i) FROM v; +-------------+ | VARIANCE(i) | +-------------+ | 200.5000 | +-------------+
As an aggregate function:
CREATE OR REPLACE TABLE stats (category VARCHAR(2), x INT); INSERT INTO stats VALUES ('a',1),('a',2),('a',3), ('b',11),('b',12),('b',20),('b',30),('b',60); SELECT category, STDDEV_POP(x), STDDEV_SAMP(x), VAR_POP(x) FROM stats GROUP BY category; +----------+---------------+----------------+------------+ | category | STDDEV_POP(x) | STDDEV_SAMP(x) | VAR_POP(x) | +----------+---------------+----------------+------------+ | a | 0.8165 | 1.0000 | 0.6667 | | b | 18.0400 | 20.1693 | 325.4400 | +----------+---------------+----------------+------------+
As a window function:
CREATE OR REPLACE TABLE student_test (name CHAR(10), test CHAR(10), score TINYINT); INSERT INTO student_test VALUES ('Chun', 'SQL', 75), ('Chun', 'Tuning', 73), ('Esben', 'SQL', 43), ('Esben', 'Tuning', 31), ('Kaolin', 'SQL', 56), ('Kaolin', 'Tuning', 88), ('Tatiana', 'SQL', 87); SELECT name, test, score, VAR_POP(score) OVER (PARTITION BY test) AS variance_results FROM student_test; +---------+--------+-------+------------------+ | name | test | score | variance_results | +---------+--------+-------+------------------+ | Chun | SQL | 75 | 287.1875 | | Chun | Tuning | 73 | 582.0000 | | Esben | SQL | 43 | 287.1875 | | Esben | Tuning | 31 | 582.0000 | | Kaolin | SQL | 56 | 287.1875 | | Kaolin | Tuning | 88 | 582.0000 | | Tatiana | SQL | 87 | 287.1875 | +---------+--------+-------+------------------+
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https://mariadb.com/kb/en/variance/