5 Questions
What is the purpose of the ngrams()
function ?
To generate n-grams from a list of tokens with a specified value of n
What is the purpose of the generate_ngrams()
function?
To generate n-grams from the input text and store them in a list
What is the purpose of the word_tokenize()
function from the nltk
module?
To convert the input text into a list of words (tokens)
What is the value of the ngrams_list
variable after executing the line ngrams_list = generate_ngrams(text, n)
?
A list of n-grams generated from the user-provided text with the specified value of n
What is the purpose of the line n = int(input("Enter the value of n for n-gram generation: ")
?
To prompt the user to enter the value of n for n-gram generation and convert it to an integer
Study Notes
Word Analysis in Python
- The program uses NLTK library for word analysis
- It prompts the user to enter a sentence or text for analysis
- The input text is tokenized using the
word_tokenize
function - A frequency distribution object is created using the
FreqDist
function - The program prints the five most common words and their frequency using the
most_common
method
Word Generation in Python
- The program generates text based on user input
- It prompts the user to enter a text and the number of words to generate
- The input text is tokenized and an
nltk.Text
object is created - The
generate
method is used to generate text with the specified length - The generated text is printed to the console
Morphology in Python
- The program uses NLTK library for morphology
- The WordNet corpus is downloaded using
nltk.download
- The
WordNetLemmatizer
andword_tokenize
classes are imported from NLTK - The program prompts the user to enter a sentence and lemmatizes each token
- The lemmatized tokens are printed to the console
N-Grams in Python
- The program generates n-grams from user input
- The
ngrams
function is used to generate n-grams from tokenized text - The program prompts the user to enter a text and the value of n for n-gram generation
- The generated n-grams are printed to the console
N-Gram Smoothing in Python (Note: The text does not provide a program for n-gram smoothing)
Learn how to write a Python program for Word Analysis using the nltk library. The program involves importing necessary modules, tokenizing words, and analyzing word frequency.
Make Your Own Quizzes and Flashcards
Convert your notes into interactive study material.