假设我有一个带有数字列的表(让我们称之为“score”)。
我想生成一个计数表,显示分数在每个范围内出现的次数。
例如:
score range | number of occurrences ------------------------------------- 0-9 | 11 10-19 | 14 20-29 | 3 ... | ...
在这个示例中,有11行分数在0到9之间,14行分数在10到19之间,3行分数在20到29之间。
有什么简单的方法吗?你有什么建议吗?
假设我有一个带有数字列的表(让我们称之为“score”)。
我想生成一个计数表,显示分数在每个范围内出现的次数。
例如:
score range | number of occurrences ------------------------------------- 0-9 | 11 10-19 | 14 20-29 | 3 ... | ...
在这个示例中,有11行分数在0到9之间,14行分数在10到19之间,3行分数在20到29之间。
有什么简单的方法吗?你有什么建议吗?
create table scores (
user_id int,
score int
)
select t.range as [score range], count(*) as [number of occurences]
from (
select user_id,
case when score >= 0 and score < 10 then '0-9'
case when score >= 10 and score < 20 then '10-19'
...
else '90-99' as range
from scores) t
group by t.range
select cast(score/10 as varchar) + '-' + cast(score/10+9 as varchar),
count(*)
from scores
group by score/10
在postgres中(其中||是字符串连接操作符):
select (score/10)*10 || '-' || (score/10)*10+9 as scorerange, count(*)
from scores
group by score/10
order by 1
给:
scorerange | count
------------+-------
0-9 | 11
10-19 | 14
20-29 | 3
30-39 | 2
下面是如何在T-SQL中做到这一点:
DECLARE @traunch INT = 1000;
SELECT
CONCAT
(
FORMAT((score / @traunch) * @traunch, '###,000,000')
, ' - ' ,
FORMAT((score / @traunch) * @traunch + @traunch - 1, '###,000,000')
) as [Range]
, FORMAT(MIN(score), 'N0') as [Min]
, FORMAT(AVG(score), 'N0') as [Avg]
, FORMAT(MAX(score), 'N0') as [Max]
, FORMAT(COUNT(score), 'N0') as [Count]
, FORMAT(SUM(score), 'N0') as [Sum]
FROM scores
GROUP BY score / @traunch
ORDER BY score / @traunch
也许你问的是如何让这样的事情继续下去……
当然,您将为查询调用全表扫描,如果包含需要统计(聚合)的分数的表很大,您可能想要一个性能更好的解决方案,您可以创建一个辅助表并使用规则,例如关于插入—您可能会研究它。
不过,并不是所有的RDBMS引擎都有规则!
declare @RangeWidth int
set @RangeWidth = 10
select
Floor(Score/@RangeWidth) as LowerBound,
Floor(Score/@RangeWidth)+@RangeWidth as UpperBound,
Count(*)
From
ScoreTable
group by
Floor(Score/@RangeWidth)
我在这里看到的答案在SQL Server的语法中行不通。我会用:
select t.range as [score range], count(*) as [number of occurences]
from (
select case
when score between 0 and 9 then ' 0-9 '
when score between 10 and 19 then '10-19'
when score between 20 and 29 then '20-29'
...
else '90-99' end as range
from scores) t
group by t.range
编辑:见评论
在我看来,James Curran的回答是最简洁的,但输出并不正确。对于SQL Server,最简单的语句如下:
SELECT
[score range] = CAST((Score/10)*10 AS VARCHAR) + ' - ' + CAST((Score/10)*10+9 AS VARCHAR),
[number of occurrences] = COUNT(*)
FROM #Scores
GROUP BY Score/10
ORDER BY Score/10
这假设了一个我用来测试它的#Scores临时表,我只是用0到99之间的随机数填充了100行。
在SQL Server 2000上,投票最多的答案都不正确。也许他们用的是另一个版本。
下面是在SQL Server 2000上这两个软件的正确版本。
select t.range as [score range], count(*) as [number of occurences]
from (
select case
when score between 0 and 9 then ' 0- 9'
when score between 10 and 19 then '10-19'
else '20-99' end as range
from scores) t
group by t.range
or
select t.range as [score range], count(*) as [number of occurrences]
from (
select user_id,
case when score >= 0 and score< 10 then '0-9'
when score >= 10 and score< 20 then '10-19'
else '20-99' end as range
from scores) t
group by t.range
另一种方法是将范围存储在表中,而不是将它们嵌入到查询中。你最终会得到一个表,命名为Ranges,它看起来像这样:
LowerLimit UpperLimit Range
0 9 '0-9'
10 19 '10-19'
20 29 '20-29'
30 39 '30-39'
查询如下所示:
Select
Range as [Score Range],
Count(*) as [Number of Occurences]
from
Ranges r inner join Scores s on s.Score between r.LowerLimit and r.UpperLimit
group by Range
这确实意味着要建立一个表,但是当所需的范围发生变化时,维护这个表是很容易的。不需要更改代码!
select t.blah as [score range], count(*) as [number of occurences]
from (
select case
when score between 0 and 9 then ' 0-9 '
when score between 10 and 19 then '10-19'
when score between 20 and 29 then '20-29'
...
else '90-99' end as blah
from scores) t
group by t.blah
如果在MySQL中,请确保使用'range'以外的单词,否则在运行上述示例时会出现错误。
因为要排序的列(Range)是一个字符串,所以使用字符串/单词排序而不是数值排序。
只要字符串有0来填充数字长度,排序在语义上仍然是正确的:
SELECT t.range AS ScoreRange,
COUNT(*) AS NumberOfOccurrences
FROM (SELECT CASE
WHEN score BETWEEN 0 AND 9 THEN '00-09'
WHEN score BETWEEN 10 AND 19 THEN '10-19'
ELSE '20-99'
END AS Range
FROM Scores) t
GROUP BY t.Range
如果范围是混合的,简单地填充一个额外的0:
SELECT t.range AS ScoreRange,
COUNT(*) AS NumberOfOccurrences
FROM (SELECT CASE
WHEN score BETWEEN 0 AND 9 THEN '000-009'
WHEN score BETWEEN 10 AND 19 THEN '010-019'
WHEN score BETWEEN 20 AND 99 THEN '020-099'
ELSE '100-999'
END AS Range
FROM Scores) t
GROUP BY t.Range
我会用一种稍微不同的方式来做,这样它就不必定义每种情况:
select t.range as [score range], count(*) as [number of occurences]
from (
select FLOOR(score/10) as range
from scores) t
group by t.range
没有测试过,但你懂的…
这将允许您不必指定范围,并且应该与SQL server无关。数学增值!
SELECT CONCAT(range,'-',range+9), COUNT(range)
FROM (
SELECT
score - (score % 10) as range
FROM scores
)
Try
SELECT (str(range) + "-" + str(range + 9) ) AS [Score range], COUNT(score) AS [number of occurances]
FROM (SELECT score, int(score / 10 ) * 10 AS range FROM scoredata )
GROUP BY range;
select t.range as score, count(*) as Count
from (
select UserId,
case when isnull(score ,0) >= 0 and isnull(score ,0)< 5 then '0-5'
when isnull(score ,0) >= 5 and isnull(score ,0)< 10 then '5-10'
when isnull(score ,0) >= 10 and isnull(score ,0)< 15 then '10-15'
when isnull(score ,0) >= 15 and isnull(score ,0)< 20 then '15-20'
else ' 20+' end as range
,case when isnull(score ,0) >= 0 and isnull(score ,0)< 5 then 1
when isnull(score ,0) >= 5 and isnull(score ,0)< 10 then 2
when isnull(score ,0) >= 10 and isnull(score ,0)< 15 then 3
when isnull(score ,0) >= 15 and isnull(score ,0)< 20 then 4
else 5 end as pd
from score table
) t
group by t.range,pd order by pd
我在这里是因为我有类似的问题,但我发现简短的答案是错误的,一个连续的“情况下”是太多的工作,看到任何重复在我的代码伤害我的眼睛。这就是解
SELECT --MIN(score), MAX(score),
[score range] = CAST(ROUND(score-5,-1)AS VARCHAR) + ' - ' + CAST((ROUND(score-5,-1)+10)AS VARCHAR),
[number of occurrences] = COUNT(*)
FROM order
GROUP BY CAST(ROUND(score-5,-1)AS VARCHAR) + ' - ' + CAST((ROUND(score-5,-1)+10)AS VARCHAR)
ORDER BY MIN(score)
对于PrestoSQL/Trino应用Ken https://stackoverflow.com/a/232463/429476的答案
select t.range, count(*) as "Number of Occurance", ROUND(AVG(fare_amount),2) as "Avg",
ROUND(MAX(fare_amount),2) as "Max" ,ROUND(MIN(fare_amount),2) as "Min"
from (
select
case
when trip_distance between 0 and 9 then ' 0-9 '
when trip_distance between 10 and 19 then '10-19'
when trip_distance between 20 and 29 then '20-29'
when trip_distance between 30 and 39 then '30-39'
else '> 39'
end as range ,fare_amount
from nyc_in_parquet.tlc_yellow_trip_2022) t
where fare_amount > 1 and fare_amount < 401092
group by t.range;
range | Number of Occurance | Avg | Max | Min
-------+---------------------+--------+-------+------
0-9 | 2260865 | 10.28 | 720.0 | 1.11
30-39 | 1107 | 104.28 | 280.0 | 5.0
10-19 | 126136 | 43.8 | 413.5 | 2.0
> 39 | 42556 | 39.11 | 668.0 | 1.99
20-29 | 19133 | 58.62 | 250.0 | 2.5