corr
Description
Returns the Pearson correlation coefficient between two expressions. This function is supported from v2.5.10. It can also be used as a window function.
Syntax
CORR(expr1, expr2)
Parameters
expr1
and expr2
must evaluate to TINYINT, SMALLINT, INT, BIGINT, LARGEINT, FLOAT, DOUBLE, or DECIMAL.
If expr1
and expr2
are table columns, this function calculates the correlation coefficient of these two columns.
Return value
Returns a DOUBLE value. The formula is as follows, where n
represents the row count of the table:
Usage notes
-
A data row is counted only when the two columns in this row are non-null values. Otherwise, this data row is eliminated from the result.
-
0 is returned if
n
is 1. -
NULL is returned in any input is NULL.
Examples
Suppose table agg
has the following data:
mysql> select * from agg;
+------+-------+-------+
| no | k | v |
+------+-------+-------+
| 1 | 10.00 | NULL |
| 2 | 10.00 | 11.00 |
| 2 | 20.00 | 22.00 |
| 2 | 25.00 | NULL |
| 2 | 30.00 | 35.00 |
+------+-------+-------+
Calculate the correlation coefficient of the k
and v
columns:
mysql> select no,CORR(k,v) from agg group by no;
+------+--------------------+
| no | corr(k, v) |
+------+--------------------+
| 1 | NULL |
| 2 | 0.9988445981121532 |
+------+--------------------+