Skip to main content

corr

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:

corr formula

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 |
+------+--------------------+