check string similarity python
from difflib import SequenceMatcher
def similar(a, b):
return SequenceMatcher(None, a, b).ratio()
>>> similar("Apple","Appel")
0.8
>>> similar("Apple","Mango")
0.0
check string similarity python
from difflib import SequenceMatcher
def similar(a, b):
return SequenceMatcher(None, a, b).ratio()
>>> similar("Apple","Appel")
0.8
>>> similar("Apple","Mango")
0.0
with python how to check alomost similar words
Str1 = "The supreme court case of Nixon vs The United States"
Str2 = "Nixon v. United States"
Ratio = fuzz.ratio(Str1.lower(),Str2.lower())
Partial_Ratio = fuzz.partial_ratio(Str1.lower(),Str2.lower())
Token_Sort_Ratio = fuzz.token_sort_ratio(Str1,Str2)
Token_Set_Ratio = fuzz.token_set_ratio(Str1,Str2)
print(Ratio)
print(Partial_Ratio)
print(Token_Sort_Ratio)
print(Token_Set_Ratio)
fuzzy lookup in python
from fuzzywuzzy import process
str2Match = "apple inc"
strOptions = ["Apple Inc.","apple park","apple incorporated","iphone"]
Ratios = process.extract(str2Match,strOptions)
print(Ratios)
# You can also select the string with the highest matching percentage
highest = process.extractOne(str2Match,strOptions)
print(highest)
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