Work
Analytics & BI·2021

Penguin Attribute Analysis

Auto chart-selection scripts for feature-relationship exploration.

Penguin Attribute Analysis
Role
Builder
Stack
Python
Impact
Chart auto-selection prototype

Problem

Exploratory work was slowed by manual chart picking.

Architecture

Python · visualization automation.

Key decisions

  • Automate the boring first step.

Outcome

Auto-generated charts for attribute pairs.

What I learned

Small automations compound.

What's next

Multi-dataset generalization.
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