Appendix 1
Research Tech Stack
For anyone who would like to repeat this research, here’s a table with
the software that this research project made use of.
| Tool/Service |
Category |
| Matplotlib |
Data Visualization |
| NumPy |
Scientific Computing |
| jupyter |
Development Environment |
| seaborn |
Data Visualization |
| Python |
Programming Language |
| VSCode |
Code Editor |
| GitHub |
Version Control |
| fireflies.ai |
AI Meeting Assistant |
| Google Meet |
Communication |
| databricks |
Data Platform |
| HuggingFace |
Machine Learning |
| TypeScript |
Programming Language |
| Tally |
Form Builder |
| Zotero |
Reference Manager |
| Quarto |
Publishing/Documentation |
| Tool/Service |
Category |
| Apache Parquet |
Data Storage Format |
| Haystack |
Search Framework |
| MongoDB |
NoSQL Database |
| langchain |
AI/ML Development |
| GitHub Copilot |
AI Coding Assistant |
| Figma |
Design Tool |
| Sketch |
Design Tool |
| OpenAI ChatGPT |
AI Assistant |
| Anthropic Claude |
AI Assistant |
| Google Gemini |
AI Assistant |
| Google Colab |
Development Environment |
| Google Sheets |
Spreadsheet |
| META Llama |
AI Model |
| Mistral |
AI Model |
| OpenAI API |
API Service |
| Postman |
API Testing Tool |
| Tool/Service |
Category |
| Next.js |
Web Framework |
| fullstory |
Analytics |
| Polygon.io |
Financial Data API |
| Hotjar |
Behavior Analytics |
| Lottie |
Animation Library |
| Docusaurus |
Documentation |
| Google Analytics |
Web Analytics |
| Google Maps |
Maps/Location Service |
| vis.gl |
Data Visualization Framework |
| Pinecone |
Vector Database |
| Vercel |
Deployment Platform |
| Vercel AI SDK |
AI SDK |
| Radix UI |
UI Library |
| highcharts |
Data Visualization |
| React |
Web Framework |
| Tailwind |
CSS Framework |
| Markdown |
Markup Language |