02 / Exploratory analysis

Explore

The cohort's movement, recovery, and temporal rhythms, composed from deterministic aggregates.

Activity comparison

Average steps and calories

Health metric

Average heart rate by activity

Temporal pattern

Daily movement and heart rate

Correlation

Signals moving together

steps1.00
calories_burned0.84
heart_rate_avg0.27
sleep_hours-0.00
0.84
1.00
0.52
-0.00
0.27
0.52
1.00
0.00
-0.00
-0.00
0.00
1.00

Rows and columns: steps, calories_burned, heart_rate_avg, sleep_hours

User segmentation / deterministic fallback

A point cloud of behavior

Drag to orbit through 1,959 user profiles. Position encodes average steps, calories, and heart rate.

WEBGL / INTERACTIVE
Preparing point cloud...

Lightly active

392 users

Encourage consistency and gradual increases.

5,681 avg steps / 119 bpm

Lightly active

392 users

Encourage consistency and gradual increases.

6,091 avg steps / 119 bpm

Lightly active

392 users

Encourage consistency and gradual increases.

6,346 avg steps / 120 bpm

Lightly active

392 users

Encourage consistency and gradual increases.

6,596 avg steps / 120 bpm

Lightly active

391 users

Encourage consistency and gradual increases.

7,024 avg steps / 120 bpm