Data love story
At the heart of the composition are visual tapestry of time, where the vertical axis tracks the passage of months, while the horizontal axis reflects the nuanced emotional rhythms unveiled through sentiment analysis using AI models.
The size of the circles is the number of messages per month. As our lives intertwine, the varying sizes of the circles echo the ebbs and flows of our dialogue, revealing shifts in communication patterns as we navigated life’s milestones together. Such compositional structure reveals that our connection evolved beyond digital correspondence, transitioning into personal communication as we begin to live our lives together.
A symphony of themes resonates within each circle, encapsulating the essence of our shared experiences. Three lines on each circle spotlight the prevailing topics that shaped our discourse month by month, painting a vivid tableau of our evolving connection.
This artistic endeavor draws its depth from the innovative use of BERT language model [1] for sentiment analysis and topic modeling. The intricate data processing, powered by Python programming language and Pandas library, breathes life into the visualization - transforming raw data into a compelling narrative.
Crafted with love and precision in Adobe Illustrator, this piece encapsulates the intangible nuances of our journey. It serves as a testament to the profound intertwining of technology, emotion, and human experience in age of AI and digital communication - a tribute of love rendered through the lens of data art.
Sources
[1] https://arxiv.org/abs/1810.04805
