1 of 30

Corpora Application and Data Visualization:

NLTK & Google Colab

{

}

...

Prof. Terri Yueh

2 of 30

Exploring love:

The Analysis of

Jane Eyre

{

}

...

Joyce Lu 呂青樺

508062633

Jenny Yang 楊舒惠

509061533

Betty Tsai 蔡欣妤

508061653

Wendy Cheng 鄭文琪

508062607

Jenny Huang 黃麗貞

509061064

3 of 30

Outline

01

02

03

04

06

05

Our Motivation

The Process & Goals

High-frequency word

Occurrence position

Synonyms Antonyms

Frequency

Introduction

Analysis I

Analysis II

Text Summarization

Disco Diffusion

Our Reflection on this course

Analysis III

Conclusion

Word Cloud - Chinese book review Word Cloud - English book review

​

​

Analysis IV

4 of 30

Introduction

01

Our Motivation

The Process & Goals of Analysis

Joyce Lu

{

}

..

..

5 of 30

Our Motivation

  • A classic British novel
  • Having rich text content
  • Having lots of reviews

Charlotte Brontë

First edition cover

6 of 30

The Process: Python Analysis

High-frequency word, Text Summarization, WordCloud,etc.

​

*

}

7 of 30

The Goal for this Project

  • Stimulating innovative thinking by analyzing and exploring the texts in “Jane Eyre”
  • Through Python analysis, we can apply our understanding of the novel to deeper literary research and social issues, which helps to develop our critical thinking & creativity.

*

8 of 30

Analysis I

02

High-frequency word

Occurrence position

Wendy Cheng

{

}

..

..

9 of 30

Download NLTK

*

10 of 30

Download the Text

11 of 30

Times

happy,unhappy, plain,pride,love,passion, strength,equality,marry,married, respect,accompany,death,emotion,

identity, orphan,justice,passion

​

{

}

..

..

12 of 30

Position

happy,unhappy, plain,pride,love,passion, strength,equality,marry,

Married,respect,accompany,

death,emotion,identity, orphan,justice,passion

​

..

13 of 30

Analysis II

03

Synonyms & Antonyms

Frequency

Betty Tsai

{

}

..

..

14 of 30

Synonyms & Antonyms

Betty Tsai

*

15 of 30

Hate

Honey, dear, enjoy, passion

Making love, make love, lovemaking

Get it on, sexual love, eff, screw, bed

Lie with, dearest, love life

Do it, bonk, be intimate

Sleep together… etc

Antonyms

Synonyms

Betty Tsai

“Love”

}

*

36 results

Most are related to “sex”

16 of 30

Frequency

Betty Tsai

...

17 of 30

Frequency

Betty Tsai

...

18 of 30

Frequency

Betty Tsai

19 of 30

Frequency

Betty Tsai

20 of 30

Text Analysis 03

Disco Diffusion

Text Summarization

​

Jenny Yang

{

04

21 of 30

"Jane Eyre, a captivating figure, possessed an unassuming grace. With chestnut curls framing delicate features, her resilient eyes shone with intelligence. Her slender form exuded quiet strength, adorned in modest yet elegant attire. In oil painting style."

...

Jenny Yang

22 of 30

Text Summarization

Utilizing the LexRank algorithm

Automatically summarize a given text

Jane Eyre Chapter 2.txt

Text Summarization

Jenny Yang

23 of 30

Text Summarization:OpenAI - ChatGPT

Jenny Yang

24 of 30

Analysis Ⅳ

05

Texts from Book Reviews

​

​

{

}

..

..

Jenny Huang

25 of 30

WordCloud

https://colab.research.google.com/drive/1KBZshjDqwCKtI8ZPyltiGumhCSoXyldO?usp=sharing

26 of 30

27 of 30

WordCloud

https://colab.research.google.com/drive/1OUf6Qubqluh26oUHHU3tmhbc4u2T0joA?usp=sharing

28 of 30

29 of 30

Conclusion

06

{

}

..

..

30 of 30

Thank You!

CREDITS: This presentation template was created by Slidesgo, and includes icons by Flaticon, and infographics & images by Freepik