title: fuzzywuzzy process extract low match result?
body: <p>I am learning fuzzywuzzy package online.
  I have a dataframe &quot;restaurants_cuisine&quot; with the column 'cuisine_type'
  and a list of categories as below:</p>
  <p>categories = ['italian','asian','american']</p>
  <p>after I run this code:</p>
  <pre><code>print(restaurants_cuisine['cuisine_type'].unique())
  </code></pre>
  <p>the result looks like below:</p>
  <p>['america' 'merican' 'amurican' 'americen' 'americann' 'asiane' 'italian'
  'asiann' 'murican' 'asiat' 'american' 'americano' 'ameerican' 'asianne'
  'americin' 'ammericann' 'amerycan' 'aamerican' 'ameriican' 'asiian'
  'asiaan' 'amerrican' 'ameerrican' 'ammereican' 'asian' 'mexican'
  'steakhouses']</p>
  <p>Then I run the code as below:</p>
  <pre><code>from fuzzywuzzy import process
  
  import pandas as pd
  
  for cuisine in categories:
      matches = process.extract(cuisine, restaurants_cuisine['cuisine_type'], limit=len(restaurants_cuisine.cuisine_type))
      for match in matches:
          if match[1] &gt;= 80:
             restaurants_cuisine.loc[restaurants_cuisine['cuisine_type'] == match[0]] = cuisine
  
  print(restaurants_cuisine['cuisine_type'].unique())
  </code></pre>
  <p>My result is like below:</p>
  <p>['american' 'asian' 'italian' 'steakhouses']</p>
  <p>but the result is supposedly to be:</p>
  <p>['american' 'asian' 'italian']</p>
  <p>Is it any typo in my codes? Do you have any ideas? Thank you very much!</p>