I. Foundations & Context

Introduction to Computational Social Science (CSS)Data Sources, “Big Data” and Ethics Programming and Computational Thinking (Overview)

II. Methodological Foundations

Network Analysis Computational Text Analysis (Natural Language Processing)Agent-Based Modeling (ABM)Machine Learning and Predictive Analytics

III. Tools and Software

Programming Environments (Python)Network Analysis Tools (Gephi, NetworkX, NodeXL)Text Analysis Tools (NLTK, spaCy, R tidytext)Agent-Based Modeling Tools (NetLogo, Mesa)Data Collection and Management Tools Visualization and Reporting Tools

IV. Applications and Case Studies

Social Media Networks and Communities Political Communication and Public Opinion Journalism and Media Content Analysis Digital Media and Society (Public Health, Activism, Culture)Indonesia-Specific Case Studies (Global Perspective with Local Examples)

V. Emerging Topics and Future Directions

Artificial Intelligence, Algorithms, and Social Media Ethics, Privacy, and Governance in CSS Future Trends and Directions

Appendices

Appendix A Appendix B Appendix C Appendix D Appendix E

Appendix B

Brief Summary

Code Block

console.log('Hello World');

Cards

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Appendix A

Brief Summary

Appendix C

Brief Summary

On this page

Code Block Cards