I'm trying to understand the role of a tokenizer. What does it do in the context of natural language processing or text analysis?
            
            
            
            
            
            
           
          
          
            5 answers
            
            
  
    
    Andrea
    Sat Oct 26 2024
   
  
    By processing text data, tokenizer enables machines to better understand and analyze the content.
  
  
 
            
            
  
    
    KimonoElegance
    Sat Oct 26 2024
   
  
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    CryptoSavant
    Sat Oct 26 2024
   
  
    Tokenizer plays a crucial role in the realm of natural language processing.
  
  
 
            
            
  
    
    Maria
    Sat Oct 26 2024
   
  
    It is utilized to clean text data by breaking it down into smaller units, known as tokens.
  
  
 
            
            
  
    
    MysticEchoFirefly
    Sat Oct 26 2024
   
  
    This process helps in removing unnecessary information, such as punctuation and stop words, which can enhance the quality of the text.