Working Papers
Bilateral Convergence across the World: Does International Migration Matter? (working paper, 2026)
- Constructed a panel of directed weighted bilateral migration networks spanning 23 years.
- Developed reproducible workflows for network construction, visualization, and manuscript figures.
- Contributed to the conceptual framework and manuscript preparation.
Gendered Cultural Hierarchies in Social Media Audience Discourse: Evidence from Bangladeshi Artists (working paper, 2026)
- Developed a Python pipeline using the YouTube Data API v3 to collect and process more than 8 million comments.
- Translated almost 2.3 million Bangla texts to English.
- Transliterated almost 1.6 million Romanized Bangla texts to Bangla and then translated to English.
- Constructed a cleaned corpus of over 7 million YouTube comments for computational text analysis.
- Implemented reproducible data processing and analysis workflows in Python and R.
Product Reproducibility and Trade Patterns: Evidence from Cultural Goods (submitted, 2026)
- Constructed global trade networks for unique and reproducible cultural products, and non-cultural products.
- Estimated augmented gravity models using STERGMs and PPML regressions.