###Run this cell. Do not change the code in this cell from nltk.tokenize import sent_tokenize, word_tokenize from nltk.corpus import gutenberg def get_rawtext(filename='carroll-alice.txt'): text=gutenberg.raw(filename) return text def get_text(filename='carroll-alice.txt'): text=gutenberg.raw(filename) sentences=sent_tokenize(text) tokenized= [word_tokenize(sent.lower()) for sent in sentences] normalised=[["Nth" if (token.endswith( ("nd","st","th")) and token [:-2].isdigit()) else token for token in sent] for sent in tokenized] normalised=[["NUM" if token.isdigit() else token for token in sent] for sent in normalised] filtered=[[word for word in sent if word.isalpha()] for sent in normalised] return filtered

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
icon
Related questions
Question
- Question 2
This question is about word-cooccurences, collocations and distributional similarity.
Throughout this question, reference will be made to the sample of English stored in text1 (Lewis Carroll's Alice in Wonderland) - a sample of
which is output below.
###Run this cell.
Do not change the code in this cell
from nltk.tokenize import sent_tokenize, word_tokenize
from nltk.corpus import gutenberg
def get_rawtext(filename='carroll-alice.txt'):
text=gutenberg.raw(filename)
return text
def get_text(filename='carroll-alice.txt'):
text=gutenberg.raw(filename)
sentences=sent_tokenize(text)
tokenized= [word_tokenize (sent.lower()) for sent in sentences]
normalised= [["Nth" if (token.endswith( ("nd","st","th")) and token [:-2].isdigit()) else token for token in sent] for sent in tokenized]
normalised=[["NUM" if token.isdigit () else token for token in sent] for sent in normalised]
filtered= [[word for word in sent if word.isalpha(] for sent in normalised]
return filtered
text1=get_text()
text1[:10]
a) Explain what each step in the get_text() function does,
Transcribed Image Text:- Question 2 This question is about word-cooccurences, collocations and distributional similarity. Throughout this question, reference will be made to the sample of English stored in text1 (Lewis Carroll's Alice in Wonderland) - a sample of which is output below. ###Run this cell. Do not change the code in this cell from nltk.tokenize import sent_tokenize, word_tokenize from nltk.corpus import gutenberg def get_rawtext(filename='carroll-alice.txt'): text=gutenberg.raw(filename) return text def get_text(filename='carroll-alice.txt'): text=gutenberg.raw(filename) sentences=sent_tokenize(text) tokenized= [word_tokenize (sent.lower()) for sent in sentences] normalised= [["Nth" if (token.endswith( ("nd","st","th")) and token [:-2].isdigit()) else token for token in sent] for sent in tokenized] normalised=[["NUM" if token.isdigit () else token for token in sent] for sent in normalised] filtered= [[word for word in sent if word.isalpha(] for sent in normalised] return filtered text1=get_text() text1[:10] a) Explain what each step in the get_text() function does,
Expert Solution
steps

Step by step

Solved in 2 steps

Blurred answer
Knowledge Booster
Files and Directory
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, computer-science and related others by exploring similar questions and additional content below.
Similar questions
  • SEE MORE QUESTIONS
Recommended textbooks for you
Database System Concepts
Database System Concepts
Computer Science
ISBN:
9780078022159
Author:
Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:
McGraw-Hill Education
Starting Out with Python (4th Edition)
Starting Out with Python (4th Edition)
Computer Science
ISBN:
9780134444321
Author:
Tony Gaddis
Publisher:
PEARSON
Digital Fundamentals (11th Edition)
Digital Fundamentals (11th Edition)
Computer Science
ISBN:
9780132737968
Author:
Thomas L. Floyd
Publisher:
PEARSON
C How to Program (8th Edition)
C How to Program (8th Edition)
Computer Science
ISBN:
9780133976892
Author:
Paul J. Deitel, Harvey Deitel
Publisher:
PEARSON
Database Systems: Design, Implementation, & Manag…
Database Systems: Design, Implementation, & Manag…
Computer Science
ISBN:
9781337627900
Author:
Carlos Coronel, Steven Morris
Publisher:
Cengage Learning
Programmable Logic Controllers
Programmable Logic Controllers
Computer Science
ISBN:
9780073373843
Author:
Frank D. Petruzella
Publisher:
McGraw-Hill Education