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如何拆分含无分隔符个人/企业混合名称的字段为姓和名?

姓名与企业名称拆分问题

我有一个包含100万条记录的数据集,需要将其中的人名拆分为姓和名。目前的核心挑战是Last列同时包含个人姓名和企业名称,而且很多名称没有分隔符。想问问这种拆分是否可行?

示例数据

LastFirst
James Brown
Dicks Sporting Goods
Charlie Chaplin
Five Guys Burgers and Fries
Bob Newhart
Big Lots

期望结果

LastFirst
BrownJames
Dicks Sporting GoodsNull
ChaplinCharlie
Five Guys Burgers and FriesNull
NewhartBob
Big LotsNull

带分隔符的记录我已经处理完成,现在正在寻找剩余记录的拆分判定标准。我已经通过以下SQL代码处理了简单场景(带分隔符、明显企业名称):

WITH FirstName_CTE AS
(
    SELECT 
        IndexID, VALUE,
        ROW_NUMBER() OVER (PARTITION BY IndexID ORDER BY IndexID) AS RowNum
    FROM 
        jw_render
    CROSS APPLY
        STRING_SPLIT(Last, ',')
    WHERE 
        (LEN(LAST) < 35) 
        AND (Last LIKE '%,%' AND LAST NOT LIKE '%Medic%') 
        AND (Last LIKE '%,%' AND LAST NOT LIKE '%[0-9]%') 
        AND (Last LIKE '%,%' AND LAST NOT LIKE '%INC%') 
        AND (Last LIKE '%,%' AND LAST NOT LIKE '%LLC%') 
        AND (Last LIKE '%,%' AND LAST NOT LIKE '%Department')
)
-- 使用CTE执行更新操作
UPDATE jw_render
SET LastName = PivotResult.LastName, 
    FirstName = PivotResult.FirstName
FROM jw_render
JOIN
    (SELECT 
         IndexID,
         [1] AS LastName, [2] AS FirstName
     FROM 
         FirstName_CTE
     PIVOT
         (MAX(VALUE)
          FOR ROWNUM IN ([1],[2])) AS PVT
         ) AS PivotResult ON jw_render.IndexID = PivotResult.IndexID;

内容的提问来源于stack exchange,提问作者Jamie W.

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最近更新时间:2026.07.12 13:35:17