Menu
Cover Page
Colophon
TOC
Chapters
1. Introduction
2. Tutorial overview and instructions
3. Parliamentary debates
3.1. Characteristics of parliamentary debates
3.2. Parliamentary corpora
3.3. The ParlaMint corpus
4. Topic modelling
4.1. The LDA method
4.2. Characteristics of the LDA method
4.3. Data preprocessing
4.4. Limitations of LDA
4.5. Topic modelling of parliamentary debates
5. Preparing for the analysis
5.1. Orange: setup and use
5.2. Loading data into Orange
5.3. Data overview
5.4. Preparing and preprocessing the subcorpus
5.4.1. Removing unwanted speeches
5.4.2. Removing unwanted words
6. Analysis of parliamentary speeches
6.1. Topics of parliamentary speeches
6.1.1. Computing document vectors
6.1.2. Topic modelling
6.1.3. Topic definition
6.1.4. Distribution of topics in a corpus
6.2. Topic map
6.3. Topics before and during the pandemic
7. Conclusion
Bibliography
Appendix
Summary
English
Slovenščina
SI-DIH
Cover Page
Colophon
TOC
Chapters
1. Introduction
2. Tutorial overview and instructions
3. Parliamentary debates
3.1. Characteristics of parliamentary debates
3.2. Parliamentary corpora
3.3. The ParlaMint corpus
4. Topic modelling
4.1. The LDA method
4.2. Characteristics of the LDA method
4.3. Data preprocessing
4.4. Limitations of LDA
4.5. Topic modelling of parliamentary debates
5. Preparing for the analysis
5.1. Orange: setup and use
5.2. Loading data into Orange
5.3. Data overview
5.4. Preparing and preprocessing the subcorpus
5.4.1. Removing unwanted speeches
5.4.2. Removing unwanted words
6. Analysis of parliamentary speeches
6.1. Topics of parliamentary speeches
6.1.1. Computing document vectors
6.1.2. Topic modelling
6.1.3. Topic definition
6.1.4. Distribution of topics in a corpus
6.2. Topic map
6.3. Topics before and during the pandemic
7. Conclusion
Bibliography
Appendix
Summary
English
Slovenščina
Table of Contents
1. Introduction
2. Tutorial overview and instructions
3. Parliamentary debates
3.1. Characteristics of parliamentary debates
3.2. Parliamentary corpora
3.3. The ParlaMint corpus
4. Topic modelling
4.1. The LDA method
4.2. Characteristics of the LDA method
4.3. Data preprocessing
4.4. Limitations of LDA
4.5. Topic modelling of parliamentary debates
5. Preparing for the analysis
5.1. Orange: setup and use
5.2. Loading data into Orange
5.3. Data overview
5.4. Preparing and preprocessing the subcorpus
5.4.1. Removing unwanted speeches
5.4.2. Removing unwanted words
6. Analysis of parliamentary speeches
6.1. Topics of parliamentary speeches
6.1.1. Computing document vectors
6.1.2. Topic modelling
6.1.3. Topic definition
6.1.4. Distribution of topics in a corpus
6.2. Topic map
6.3. Topics before and during the pandemic
7. Conclusion
8. Acknowledgements
9. References
Abstract