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*SQL counting function: Differences and application scenarios between COUNT(column) and COUNT()**
In SQL databases, counting operations are basic and commonly used functions. However, the choice of COUNT(column)
and COUNT(*)
will directly affect the results. This article will dive into the key differences between these two counting functions.
COUNT(column)
The function counts the number of non-NULL values in the specified column. If a row contains a NULL value in that column, the row will be excluded from the count. This feature is useful when counting unique values or specific data points.
On the other hand, the COUNT(*)
function counts the total number of rows in the selected grouping regardless of whether the column contains NULL values. It counts both non-NULL values and NULL values.
This difference becomes apparent when dealing with tables containing NULL values. For example, consider the following query:
<code class="language-sql">SELECT column_name, COUNT(column_name) FROM table GROUP BY column_name HAVING COUNT(column_name) > 1;</code>
This query retrieves row groups where the value of column_name
occurs more than once. However, if we replace COUNT(column_name)
with COUNT(*)
, we run into potential problems.
With COUNT(*)
, the query will count all rows in each group, including those containing NULL values in column_name
. This may result in an extra row in the output containing NULL values and their count of NULL values.
To illustrate this, consider a table containing the following data:
id | id2 |
---|---|
NULL | NULL |
1 | NULL |
NULL | 1 |
1 | NULL |
NULL | 1 |
1 | NULL |
NULL | NULL |
The following query using COUNT(id)
will return the correct results:
<code class="language-sql">SELECT id, COUNT(id) FROM table GROUP BY id HAVING COUNT(id) > 1;</code>
Output:
id | COUNT(id) |
---|---|
1 | 3 |
However, if we use COUNT(*)
we will get extra rows:
<code class="language-sql">SELECT id, COUNT(*) FROM table GROUP BY id HAVING COUNT(*) > 1;</code>
Output:
id | COUNT(*) |
---|---|
1 | 3 |
NULL | 2 |
As shown above, the result using COUNT(*)
contains an extra row where id
is NULL and a count of 2, indicating the number of rows containing NULL id
values.
Therefore, the choice of COUNT(column)
and COUNT(*)
depends on the specific data and desired results. COUNT(column)
is more suitable for counting non-NULL values, while COUNT(*)
is used for counting all rows, including those containing NULL values.
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