Project Goals
- Explore different visualization strategies for different data structures.
- Practice visuals that support comparison, hierarchy, and change over time.
- Connect analysis with storytelling so final outputs communicate more than raw numbers.
Visual communication
A collection of visualization work focused on matching chart forms to the structure of the data and turning analysis into clearer stories.
Temporal data: showing how values change over time without flattening the story.
Categorical data: comparing groups clearly while reducing label clutter.
Hierarchical data: preserving relationships across nested structures.
This project group complements the modeling-heavy work in the portfolio. It shows the communication layer: the ability to choose the right visual form, organize evidence, and guide an audience through a conclusion.