intelligent-environments-lab / utx000

Analysis related to the many studies under the UTx000 banner, a project under the Whole Communities, Whole Health initiative.

MIT License

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UT3000 Beacon data and visuals #11

Closed HagenFritz closed 4 years ago

HagenFritz commented 4 years ago

UT3000 Home Environment Analysis and Visualization

Now that Fitbit and Beiwe have been thoroughly analyzed, our eyes turn to the Beacon data.

The Problem

Limited data, untrustworthy data, and lack of scope make using the beacon data a struggle.

The Solution

In short: Peter Wu. He has made some suggestions that I will tackle and present for the Beacon data that also combines the home environment survey.

[x] Heatmap showing hourly data for PM, TVOC, and T
[x] Differences in pollutant distributions depending on factors such as floor type, door structure, filter changing, housing type
[x] correlation matrix plot with PM, TVOC, T, and RH

HagenFritz commented 4 years ago

Working on task 2: have looked at floor and dwelling type