PORTFOLIO

This visualization is a personal project I created as a birthday gift for my dear friend Marcella. Our friendship has lasted nearly a decade, and over the years, we’ve shared countless moments, thoughts, and emotions. Due to work and study commitments, much of our relationship has been long-distance, relying heavily on WhatsApp conversations to stay connected. These chats have become a unique reflection of our bond, filled with laughter, support, and the daily updates that keep us close, no matter how far apart we are.

To celebrate our special connection, I decided to dive into our chat history—years of messages that capture the rhythms of our friendship. The visualization highlights the number of days we’ve messaged each other, the total volume of messages exchanged, and the sheer number of words and emojis that have flowed between us.

In addition to these totals, I’ve analyzed some of the more personal nuances of our conversations. The visualization showcases the ten most frequently used words and emojis, offering a glimpse into the themes and feelings we’ve expressed over time. It also breaks down the times of day we’re most likely to chat and highlights the periods when our communication was at its peak.

This project not only celebrates Marcella’s birthday but also serves as a heartfelt tribute to a friendship shaped by connection, shared emotions, and the unique language of messages that has bridged the distance between us for so many years.