I have 3 columns let say A
, B
, and C
. I need to count the NULL
values in each column.
For example:
A | B | C
-------------
1 |NULL| 1
1 | 1 | NULL
NULL| 1 | 1
NULL|NULL| 1
Should output:
A | B | C
---------------
2 | 2 | 1
I've tried count, sum, sub-queries but nothing has worked for me yet. Any input would be appreciated!
SELECT COUNT(*)-COUNT(A) As A, COUNT(*)-COUNT(B) As B, COUNT(*)-COUNT(C) As C
FROM YourTable;
For SQL SERVER you can use the following:
SET NOCOUNT ON
DECLARE @Schema NVARCHAR(100) = '<Your Schema>'
DECLARE @Table NVARCHAR(100) = '<Your Table>'
DECLARE @sql NVARCHAR(MAX) =''
IF OBJECT_ID ('tempdb..#Nulls') IS NOT NULL DROP TABLE #Nulls
CREATE TABLE #Nulls (TableName sysname, ColumnName sysname , ColumnPosition int ,NullCount int , NonNullCount int)
SELECT @sql += 'SELECT '''+TABLE_NAME+''' AS TableName , '''+COLUMN_NAME+''' AS ColumnName, '''+CONVERT(VARCHAR(5),ORDINAL_POSITION)+''' AS ColumnPosition, SUM(CASE WHEN '+COLUMN_NAME+' IS NULL THEN 1 ELSE 0 END) CountNulls , COUNT(' +COLUMN_NAME+') CountnonNulls FROM '+QUOTENAME(TABLE_SCHEMA)+'.'+QUOTENAME(TABLE_NAME)+';'+ CHAR(10)
FROM INFORMATION_SCHEMA.COLUMNS
WHERE TABLE_SCHEMA = @Schema
AND TABLE_NAME = @Table
INSERT INTO #Nulls
EXEC sp_executesql @sql
SELECT *
FROM #Nulls
DROP TABLE #Nulls
you will receive a result set with the count of Null values and non null values in each column of you table
You can use an aggregate function with a CASE
expression:
select
sum(case when a is null then 1 else 0 end) A,
sum(case when b is null then 1 else 0 end) B,
sum(case when c is null then 1 else 0 end) C
from yt
See Demo
SELECT
(SELECT count(*) FROM my_table WHERE A is NULL) as A,
(SELECT count(*) FROM my_table WHERE B is NULL) as B,
(SELECT count(*) FROM my_table WHERE C is NULL) as C
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