UNFCCC Narrative Dynamics
Discourse analysis of ENB daily reports & summaries (e.g., sovereignty, L&D, finance) with reproducible pipelines.
Open ThesisI study climate governance, policy design, and environmental justice. I leverage computer science methods—data pipelines, classification, and NLP— to analyze negotiation narratives and public discourse, grounding findings in community work and policy practice.
My work combines computational analysis (Python pipelines, topic/phrase modeling, metadata design) with qualitative methods to trace how ideas—sovereignty, loss & damage, finance—move across negotiations and public arenas.
Discourse analysis of ENB daily reports & summaries (e.g., sovereignty, L&D, finance) with reproducible pipelines.
Open ThesisFrame classification of anti–offshore wind narratives in New England Facebook groups; links to policy design.
Open CDLQualitative workshops & hazard mapping (RI & ME) to align planning with lived experience.
Open 3CRSI analyze the evolution of sovereignty, loss & damage, and climate finance narratives using the Earth Negotiations Bulletin corpus (daily reports & summaries). Methods: structured scraping, metadata normalization, phrase-set curation, and NLP-assisted coding with human validation.
Mapping opposition narratives (e.g., anti–offshore wind) across public Facebook groups in New England. Work spans data collection, labeling, classifier prototyping, and dashboarding for traceable evidence.
Qualitative workshops and mapping (RI & ME) to surface community priorities and align resilience planning.
Semester-long research papers and class projects that extend my core interests: climate governance, policy design, and computational methods. Selections below with short summaries and links.
Stakeholder mapping and policy options for equitable coastal infrastructure siting.
Brief (PDF)Exploring argument component detection on climate statements; small labeled set + baseline model.
Repo / NotesDiD and IV exercises on climate program impacts; notes on assumptions and robustness.
Write-up