Quiz on Python Libraries for Text Analytics

Quiz on Python Libraries for Text Analytics

University

20 Qs

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Quiz on Python Libraries for Text Analytics

Quiz on Python Libraries for Text Analytics

Assessment

Quiz

Computers

University

Practice Problem

Hard

Created by

Poornima Devi

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20 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does NLTK stand for?

Natural Language Tool

Neural Language Toolkit

Natural Language Toolkit

Natural Learning Toolkit

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which command is used to install the spaCy library?

pip install nltk

pip install spacy

pip install pandas

pip install textblob

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary use of the re library in Python?

Web scraping

Pattern matching

Data visualization

Machine learning

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is a feature of TextBlob?

Web development

Tokenization

Deep learning

Data cleaning

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does CountVectorizer implement?

Term Frequency

Bag-of-words model

Word2Vec

Topic modeling

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which library is used for topic modeling?

gensim

spaCy

TextBlob

scikit-learn

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What type of models does scikit-learn provide for text classification?

Reinforcement learning

Decision trees

Naive Bayes, SVM, Logistic Regression

Neural networks

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