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January 22, 2026

Word trace

Interactive AI map of word origins

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Bideri Alec

@alecbideri

AI

Concept Details

Word trace – Visualizing the Global Journey of Language

Word trace is an interactive educational tool designed to transform how we understand the history of language. By combining data visualization with artificial intelligence, the app maps the historical migration of words across continents and cultures, turning dry etymological data into a compelling visual story.

🚀 Tech Stack

  • Framework: React 19 (Vite)
  • Data Visualization: D3.js & TopoJSON
  • Animation: Framer Motion
  • AI Integration: Google Gemini API
  • Styling: Tailwind CSS
  • Map Data: Natural Earth / world-atlas

🌟 Key Features

  • Dynamic Migration Maps: Uses D3.js to render geographic paths showing how words traveled from their origins to modern usage.
  • AI-Powered Discovery: Integrated with the Google Gemini API to allow users to research the etymology of any word in real-time.
  • Animated Playback: Users can control the "timeline" of a word, watching its expansion across the globe with fluid transitions powered by Framer Motion.
  • Offline Mode: Includes pre-cached historical data for 10 iconic words like Tea, Coffee, and Algorithm.

🎨 Design & Development Approach

The primary challenge was balancing complex geospatial data with a smooth user experience. By utilizing React 19 and Vite, the application maintains high performance even during intensive D3.js re-renders. The UI is designed to be "map-first," keeping the interface minimal via Tailwind CSS to ensure the focus remains on the movement of language. The integration of Gemini allows the app to be an infinite resource rather than a static database.


🔗 Try word trace: Explore the history of words here: word trace

(Note: Bring your own API Key to explore words beyond the initial 10 cached examples!)


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