Python NLTK | nltk.TweetTokenizer() Last Updated : 12 Sep, 2023 Comments Improve Suggest changes Like Article Like Report With the help of NLTK nltk.TweetTokenizer() method, we are able to convert the stream of words into small tokens so that we can analyse the audio stream with the help of nltk.TweetTokenizer() method. Syntax : nltk.TweetTokenizer() Return : Return the stream of token Example #1 : In this example when we pass audio stream in the form of string it will converted to small tokens from a long string with the help of nltk.TweetTokenizer() method. Python3 # import TweetTokenizer() method from nltk from nltk.tokenize import TweetTokenizer # Create a reference variable for Class TweetTokenizer tk = TweetTokenizer() # Create a string input gfg = "Geeks for Geeks" # Use tokenize method geek = tk.tokenize(gfg) print(geek) Output : ['Geeks', 'for', 'Geeks'] Example #2 : Python3 # import TweetTokenizer() method from nltk from nltk.tokenize import TweetTokenizer # Create a reference variable for Class TweetTokenizer tk = TweetTokenizer() # Create a string input gfg = ":-) <> () {} [] :-p" # Use tokenize method geek = tk.tokenize(gfg) print(geek) Output : [':-)', '', '(', ')', '{', '}', '[', ']', ':-p'] Comment More infoAdvertise with us Next Article Python NLTK | nltk.TweetTokenizer() J Jitender_1998 Follow Improve Article Tags : Python Python-nltk Practice Tags : python Similar Reads Python NLTK | nltk.WhitespaceTokenizer With the help of nltk.tokenize.WhitespaceTokenizer() method, we are able to extract the tokens from string of words or sentences without whitespaces, new line and tabs by using tokenize.WhitespaceTokenizer() method. Syntax : tokenize.WhitespaceTokenizer() Return : Return the tokens from a string Exa 1 min read Python NLTK | nltk.tokenize.mwe() With the help of NLTK nltk.tokenize.mwe() method, we can tokenize the audio stream into multi_word expression token which helps to bind the tokens with underscore by using nltk.tokenize.mwe() method. Remember it is case sensitive. Syntax : MWETokenizer.tokenize() Return : Return bind tokens as one i 1 min read Python NLTK | nltk.tokenizer.word_tokenize() With the help of nltk.tokenize.word_tokenize() method, we are able to extract the tokens from string of characters by using tokenize.word_tokenize() method. It actually returns the syllables from a single word. A single word can contain one or two syllables. Syntax : tokenize.word_tokenize() Return 1 min read Python NLTK | nltk.tokenize.TabTokenizer() With the help of nltk.tokenize.TabTokenizer() method, we are able to extract the tokens from string of words on the basis of tabs between them by using tokenize.TabTokenizer() method. Syntax : tokenize.TabTokenizer() Return : Return the tokens of words. Example #1 : In this example we can see that b 1 min read Python NLTK | nltk.tokenize.SpaceTokenizer() With the help of nltk.tokenize.SpaceTokenizer() method, we are able to extract the tokens from string of words on the basis of space between them by using tokenize.SpaceTokenizer() method. Syntax : tokenize.SpaceTokenizer() Return : Return the tokens of words. Example #1 : In this example we can see 1 min read Like