Category

Description

Points

Data Understanding & Exploration

Clear grasp of dataset, context, and variables.

1

Analytical Depth

Use of meaningful models or analysis (statistical or machine learning).

2

Insight & Storytelling

Ability to communicate findings clearly to non-technical audiences.

3

Creativity & Innovation

Original question framing, visualization, or methodology.

2

Presentation Quality

Clarity, structure, visuals, and time management.

2