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)approximate string matching python
#Installation
pip install fuzzywuzzy
#import
from fuzzywuzzy import fuzz
# Compare whole 2 strings
fuzz.ratio("Catherine M Gitau","Catherine Gitau")
#91
# Compares only untill the length of smallest string,
# In below case strings that will be compared are, "Catherine M. Gi" & "Catherine Gitau"
fuzz.partial_ratio("Catherine M. Gitau","Catherine Gitau")
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