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Introduction:

Political discussions are an integral part of society, as they help shape public opinion, influence policy decisions, and provide a platform for citizens to voice their opinions on various political issues. With the increasing popularity of social media platforms, political discussions have moved online, allowing for real-time engagement and interaction among users. In this digital age, sentiment analysis has become a valuable tool for analyzing and understanding the opinions and attitudes expressed in political discussions.

This thesis aims to explore the use of sentiment analysis in political discussions, focusing on understanding the underlying sentiments of users towards political figures, policies, and events. By analyzing the sentiment of political discussions, we can gain valuable insights into public opinion, identify emerging trends, and predict potential outcomes of political events.

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 Sentiment analysis
2.2 Political discussions on social media
2.3 Methods and approaches to sentiment analysis
2.4 Applications of sentiment analysis in political discussions
2.5 Challenges and limitations of sentiment analysis in political discussions

Chapter 3: Research Methodology
3.1 Research design
3.2 Data collection
3.3 Data preprocessing
3.4 Sentiment analysis techniques
3.5 Evaluation metrics
3.6 Case study selection
3.7 Data analysis
3.8 Ethical considerations

Chapter 4: Discussion of Findings
4.1 Overview of data analysis
4.2 Sentiment analysis results
4.3 Comparison of sentiment across different political discussions
4.4 Implications of findings
4.5 Future research directions

Chapter 5: Conclusion and Summary
5.1 Summary of key findings
5.2 Contributions to the field of sentiment analysis in political discussions
5.3 Recommendations for policymakers and stakeholders
5.4 Conclusion

Thesis Overview:

The use of sentiment analysis in political discussions has gained significant attention in recent years, as social media has become a popular platform for political discourse. This thesis aims to investigate the application of sentiment analysis in understanding the sentiments expressed in political discussions on social media platforms.

In Chapter 1, the introduction provides a background of the study, the problem statement, objectives, limitations, scope, significance, structure of the thesis, and definition of terms related to sentiment analysis of political discussions.

Chapter 2 presents a comprehensive literature review on sentiment analysis, political discussions on social media, methods and approaches to sentiment analysis, applications in political discussions, and challenges and limitations of sentiment analysis in political discussions.

Chapter 3 outlines the research methodology, including research design, data collection, preprocessing, sentiment analysis techniques, evaluation metrics, case study selection, data analysis, and ethical considerations.

Chapter 4 discusses the findings of the study, including an overview of data analysis, sentiment analysis results, comparison of sentiment across different political discussions, implications of findings, and future research directions.

Lastly, Chapter 5 provides a conclusion and summary of the thesis, highlighting key findings, contributions to the field, recommendations for policymakers, and stakeholders, and a conclusion of the study. Through this thesis, we aim to contribute to the understanding of sentiment analysis in political discussions and its implications for public opinion and political decision-making.

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