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lifelogr (version 0.1.0)
Life Logging
Description
Provides a framework for combining self-data (exercise, sleep, etc.) from multiple sources (fitbit, Apple Health), creating visualizations, and experimenting on onself.
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Link to current version
Version
Version
0.1.0
Install
install.packages('lifelogr')
Monthly Downloads
71
Version
0.1.0
License
GPL (>= 2)
Maintainer
Lisa Ann Yu
Last Published
May 12th, 2017
Functions in lifelogr (0.1.0)
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correlation
Correlation between each variable vs each measure
create_dataset
Creates a dataset across data sources in a Person object
agg_sleep_weekday
A function to preprocess sleep data for the Person object.
compare_groups
Prints statistics on dataset, grouped by group assignments
l_anova
ANOVA test to assess impact of all variables (together) upon each measure
l_plot
Plot each variable vs each measure of interest
experiment
Do the specified analysis of the impact of the variables on the measure
get_hr_zones
Calculate Heart Rate Zones.
EX
A subset of the data for one user for about one month, from 2017-01-19 to
Person
A
plot_cal
Plot calories over time.
plot_d
Line graph for continuous variable(s).
plot_i
Line graph for a single continuous variable.
plot_i_distance
Plot distance over time.
l_regression
Performs linear regression with all variables and interactions upon each measure
lifelogr
lifelogr: A package for life logging in R.
plot_sleep
Plot sleep.
plot_sleep_all
Plot a series of six sleep graphs.
plot_sleep_over_time
A function to plot sleep over time.
plot_sleep_quality
A function to plot sleep quality over time.
plot_steps
Plot steps per day over time.
tidy_multi_meas_data
Tidy daily data.
plot_daily
Plot daily health totals.
plot_daily_all
Plot a series of six graphs.
plot_intraday
Switch table to plot intraday variables.
plot_intraday_all
Plot all intraday variables.
plot_sleep_start_end
A function to plot sleep each night by start time and end time.
plot_sleep_weekday
A function to plot sleep by day of week.
lifelogrApp
Run the Shiny app.
merge_lists
Merge a list of lists into one list
plot_sleep_restless_min
A function to plot the minutes of restless sleep over time.
plot_sleep_restless_prop
A function to plot the proportion of restless sleep over time.
plot_distance
Plot distance per day over time.
plot_floors
Plot number of floors per day over time.
plot_mins_very
Plot minutes 'very active' over time.
plot_rest_hr
Plot resting heart rate over time.