How can I find duplicate questions in my dataset?
An example of an AI chatbot conversation about finding duplicate questions in a dataset.
How can I find duplicate questions in my dataset?
You can use various methods like string matching, hashing, or natural language processing techniques to identify duplicates.
What tools can I use for string matching?
You can use libraries like FuzzyWuzzy in Python or Levenshtein distance algorithms to compare strings.
Are there any specific algorithms for natural language processing?
Yes, algorithms like TF-IDF combined with cosine similarity or word embeddings can help in finding duplicates.
Can you give me an example of using FuzzyWuzzy?
Sure! You can use FuzzyWuzzy's fuzz.ratio() function to compare two strings and get a similarity score.
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