我有两个DataFrames,我想根据列合并.然而,由于交替拼写,不同数量的空格,不存在/存在变音符号,我希望能够合并,只要它们彼此相似即可.
任何相似性算法都可以(soundex,Levenshtein,difflib).
假设一个DataFrame具有以下数据:
df1 = DataFrame([[1],[2],[3],[4],[5]], index=['one','two','three','four','five'], columns=['number'])
number
one 1
two 2
three 3
four 4
five 5
df2 = DataFrame([['a'],['b'],['c'],['d'],['e']], index=['one','too','three','fours','five'], columns=['letter'])
letter
one a
too b
three c
fours d
five e
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然后我想得到生成的DataFrame
number letter
one 1 a
two 2 b
three 3 c
four 4 d
five 5 e
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