-
Notifications
You must be signed in to change notification settings - Fork 0
Roadmap
BaΕak Tepe edited this page Mar 30, 2025
·
3 revisions
| Phase | Task Description | Start Date | End Date | Duration |
|---|---|---|---|---|
| Planning & Literature Review | Define research questions, refine scope, review past studies, and align on methodology. | 10 Feb 2025 | 10 Mar 2025 | 4 weeks |
| Data Exploration & Cleaning | Inspect dataset, preprocess text (tokenization, stopword removal, normalization), and structure metadata. | 10 Mar 2025 | 24 Mar 2025 | 2 weeks |
| Exploratory Data Analysis (EDA) | Conduct word frequency analysis, keyword extraction, and generate preliminary visualizations. | 24 Mar 2025 | 31 Mar 2025 | 1 week |
| NLP Analysis (Core Tasks) | Implement topic modeling, sentiment analysis, speaker attribution, and ideology detection. | 31 Mar 2025 | 15 Apr 2025 | 2 weeks |
| Comparative & Temporal Analysis | Examine discourse evolution over time, compare political rhetoric across decades. | 16 Apr 2025 | 30 Apr 2025 | 2 weeks |
| Visualization & Insights | Create interactive graphs, dashboards, and summary reports for key findings. | 1 May 2025 | 10 May 2025 | 1.5 weeks |
| Final Report & Presentation | Compile findings, structure the final paper, and prepare for the presentation. | 11 May 2025 | 25 May 2025 | 2 weeks |
| Revisions & Buffer Time | Final edits, feedback incorporation, and last-minute refinements. | 26 May 2025 | 31 May 2025 | 5 days |
- Standardizing text (tokenization, normalization, stopwords removal)
- Structuring metadata (speaker, date, party, sentiment)
- Topic Modeling (LDA, BERTopic)
- Sentiment Analysis (shifts in tone over time)
- Speaker Attribution (who said what, party-level discourse patterns)
- Ideology Detection (stance classification)
- Evolution of political rhetoric from 1920-2025
- Comparing parliamentary language with external sources (optional)
- Graphical representations (word trends, sentiment over time, network graphs)
- Interactive dashboards for key findings
- Planning & Literature Review (by 10 Mar 2025) Completed!
- Data Exploration & Cleaning (by 24 Mar 2025) Completed!
- NLP Analysis (by 15 Apr 2025)
- Comparative & Temporal Analysis (by 30 Apr 2025)
- Visualization & Insights (by 10 May 2025)
Weekly Progress (CMPE492)
Weekly Progress (CMPE491)
- Week 1 (10-16 Feb)
- Week 2 (17-23 Feb)
- Week 3 (24 Feb - 2 Mar)
- Week 5 (10-16 Mar)
- Week 6 (17-23 Mar)
- Week 7 (24-30 Mar)
- Week 8 (Eid)
- Week 9 (7-12 Apr)
- Week 10 (14-19 Apr)
- Week 11 (21-26 Apr)
- Week 12 (Spring Break)
- Week 13 (5-10 May)
- Week 14 (12-17 May)
- Week 15 (19-24 May)
Discussions
on Questions and Visualization
Templates
Planning
External Development