DATA & AI · SCIENTIFIC VISUALIZATION

Data Visualization Lab

Scientific evidence through distributions, time, networks and meaningful motion.

SEMANTIC COMPILER15 CONCEPTS

Graph & Chart Motion Pictures

Transform, inspect and compare evidence through typed state, contracts and diagnostics.

Enter the interactive lab ↓

CENTRAL QUESTION

WHAT CHANGED?

Typed scientific state semantic transforms correspondence view + contracts transition plan renderer + manifest
DAILY REVIEW

PYTHON CODE COMPANION

See the semantic model behind the picture.

CURRENT CONCEPT

RESEARCH → SOFTWARE

Small enough to falsify.

0.0

Semantic skeleton

Types, state, scene, contracts, correspondence, serialization.

0.1

Chart Motion

Dot, line, slope, interval, histogram/density, heatmap.

0.2

Graph Motion

GraphState, node-link, matrix, node/edge events, view transitions.

0.3+

Earn complexity

Statistical, cyclic, chord, multiscale, spatial, and field motion only after validation.