Data science cat and dog

Andrew Russell Green

Research, data science and software portfolio

Data science cat and dog

Andrew Russell Green

Research, data science and software portfolio

Contents

Welcome to my portfolio! I'm a product manager, mixed-methods researcher, data scientist and software developer. Here are some projects I've worked on. Thanks so much for stopping by.

Wikimedia Fundraising

An analysis of donations to the Wikimedia Foundation based on publicly available data. By adjusting donation amounts for local inflation, I added information about the social processes behind the data. …→

Trend analysis
Data visualization
Data preparation
Python
Research methodology
Wikimedia Fundraising

Wikidata Metrics

An exploratory research project to define metrics about the use of Wikidata (structured data) on Wikipedia and elsewhere. We studied data sources and volunteer practices, created a conceptual framework, developed code and visualizations, and made product recommendations. …→

Metrics design
Product recommendations
Conceptual frameworks
Data visualization
SQL
Spark
Big data
Python
Writing
Wikidata Metrics

Wikifunctions UX

Mixed-methods, generative UX/design research to support a new Wikipedia feature: integration with a wiki of code called Wikifunctions. We interviewed 27 volunteers in 13 countries, made product recommendations, and learned about how wikis evolve. …→

UX/design research
Mixed-methods research
Research methodology
Product recommendations
Interviewing
Statistics
Data visualization
SQL
Python
Writing
Wikifunctions UX

Semantic Web, NLP and Archives

An interdisciplinary project to model archival metadata using the Semanitc Web, provide open access to cultural heritage, and incorporate natural language processing (NLP) in search. …→

Product management
Co-design
Semantic Web
Data modeling
NLP
Usability testing
Interdisciplinary research
Archival science
Java
SPARQL
Writing
Semantic Web, NLP and Archives

Ph.D.: Formal and Natural Languages

In my dissertation, I argue that formal languages (like computer code and mathematical formulas) are deeply similar to natural language. To support this view, I develop a theoretical framework and analyze a corpus of Semantic Web expressions. …→

Social Anthropology
Cognitive Linguistics
Cognitive Grammar
Semantic Web
Embodied Mathematics
Theories of culture
Naturalist Epistemology
Writing
Ph.D.: Formal and Natural Languages

Master's: Mixed-Methods Study of a Social Movement

Thesis about the core beliefs of a social movement in Mexico City, studied using a mixed-methods approach. …→

Social Anthropology
Mixed-methods research
Field work
Interviewing
Survey design
Document analysis
Discourse analysis
Writing
Master's: Mixed-Methods Study of a Social Movement