Python: ValueError: List.remove(x): X Not In List

I am trying to find similar words in a group of strings. I am using SequenceMatcher from difflib. And once a similar word found, to avoid duplication I am trying to remove it with

Solution 1:

If you have two words word21 and word22 which matches with the word1 under the specified constraints, as you remove from the list for the word21, there is no word1 in the list to be removed for word22.

Hence, you can correct it by the following modification:

for word1 in tag:
    is_found = False #add this flag
    for word2 in tag:
        if word1[0] == word2[0]:
            if 0.87 < SequenceMatcher(None, word1, word2).ratio() < 1 :
                is_found = True #true here as you want to remove it after the termination of the current loop
                similar_tags.append((word1,word2))
    if is_found: #if founded this word under the specified constraint at least one time, the remove it from the list
        tag.remove(word1)

Solution 2:

your modify a list that you are iterating which is a bad thing to do

push the words to a new list then remove the items form tags list that exist in the new list try something like this

similar_tags = [] 
to_be_removed = []
    for word1 in tag:
        for word2 in tag:
            if word1[0] == word2[0]:
                if 0.87 < SequenceMatcher(None, word1, word2).ratio() < 1 :
                    similar_tags.append((word1,word2))
                    to_be_removed.append(word1)

for word in to_be_removed:
    if word in tag:
        tag.remove(word)
print(similar_tags) # add for debugging