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Introduction:

Sentiment analysis, also known as opinion mining, is the process of analyzing and understanding people’s opinions, feelings, attitudes, and emotions expressed in written text. With the proliferation of online platforms and social media, there is a wealth of data available for sentiment analysis, including online petition comments. Online petitions have become a popular tool for individuals and organizations to advocate for social, political, and environmental causes. By analyzing the sentiments expressed in online petition comments, valuable insights can be gained into the public’s perception and attitudes towards various issues.

With this in mind, this thesis aims to explore sentiment analysis of online petition comments. By analyzing the sentiments expressed in these comments, this study seeks to understand the underlying emotions, opinions, and attitudes of individuals towards different causes and issues. By gaining insights from online petition comments, this research aims to provide valuable information for policymakers, activists, and organizations to better understand public sentiment and tailor their strategies and campaigns accordingly.

Table of Contents:

Chapter 1: Introduction
1.1 Introduction
1.2 Background of Study
1.3 Problem Statement
1.4 Objective of Study
1.5 Limitation of Study
1.6 Scope of Study
1.7 Significance of Study
1.8 Structure of the Thesis
1.9 Definition of Terms

Chapter 2: Literature Review
2.1 Introduction to Sentiment Analysis
2.2 Online Petitions and Social Media
2.3 Previous Studies on Sentiment Analysis of Online Comments
2.4 Methods and Techniques for Sentiment Analysis
2.5 Applications of Sentiment Analysis
2.6 Challenges and Limitations of Sentiment Analysis
2.7 Ethical Considerations in Sentiment Analysis
2.8 Sentiment Analysis Tools and Software
2.9 Sentiment Analysis in Public Policy
2.10 Conclusion of Literature Review

Chapter 3: Research Methodology
3.1 Research Design
3.2 Data Collection
3.3 Data Preprocessing
3.4 Sentiment Analysis Techniques
3.5 Data Analysis
3.6 Validity and Reliability
3.7 Ethical Considerations
3.8 Limitations of Methodology

Chapter 4: Discussion of Findings
4.1 Overview of Online Petition Comments
4.2 Sentiment Analysis Results
4.3 Trends and Patterns in Sentiments
4.4 Comparison with Previous Studies
4.5 Implications for Public Policy
4.6 Recommendations for Future Research
4.7 Limitations of Findings

Chapter 5: Conclusion and Summary
5.1 Summary of Findings
5.2 Conclusion
5.3 Contributions to Knowledge
5.4 Implications for Practice
5.5 Recommendations for Future Research

Thesis Overview:

Sentiment analysis of online petition comments is a crucial research area that can provide valuable insights into public sentiment towards various social, political, and environmental issues. By analyzing the sentiments expressed in online petition comments, this study aims to contribute to our understanding of public perception and attitudes towards different causes. Using advanced sentiment analysis techniques, this research seeks to uncover trends, patterns, and sentiments prevalent in online petition comments. The findings of this study can have significant implications for policymakers, activists, and organizations in shaping their strategies and campaigns to better resonate with public sentiment. This thesis will provide a comprehensive overview of the sentiment analysis of online petition comments, including a detailed literature review, research methodology, discussion of findings, and a conclusion summarizing the key insights and implications of the study.

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