README.md

HealthApp Data (in progress)

Data mining project to run analyses and visualize data from the Apple Health app from 1/1/2016 - 4/1/2022

.gitignore
README.md
app.py
data
   |-- activitysummary.csv
   |-- steps.csv
   |-- workouts.csv
dataviz.py
fxns.py
get_steps.py
import_clean.ipynb
output
   |-- 7day_steps.png
   |-- avg_steps_weekDay.png
   |-- total_stepspyear.png
steps_viz.ipynb

Data explored first is the activity summary and workout data, but also could do general health (HR, HRV) found in apple_health_export/all_records.csv with a lot large data files

import_clean

Imports XML data, converts to dictionary, cleans columns/data types

• workouts and activity summary data done so far, saved in data/workouts.csv and data/activitysummary.csv
• As of 4/25/2022: steps data extracted from all_records.csv and cleaned using get_steps.py

visualize

• app.py ia a plotly / dash interactive dashboard: in progress
• steps_viz.py is working progress of visualizations (matplotlib, plotly) of steps: in progress

Author: Rebecca Weiss