PASenseWear {PASenseWear} | R Documentation |
Summarize Daily Physical Activity from 'SenseWear' Accelerometer Data
Description
Package PASenseWear allows you to summarize SenseWear physical activity data and to plot heat map from different perspectives.
Details
Function Sensewear_report
produces participant's daily activity report.
Function heatmap
plots heat map for a single participant. It shows the daily activity intensity change and makes it easy to compare activity intensity across different days.
Function multipleheatmap
gives the availability of grouping participants as user defined categories. The heat map illustrates different daily activity intensities of different groups.
Sample datasets are provided for a referance of data format:
sampledata
provides one participant's sample activity data.
sampledata_multiple
provides 4 participants' combined sample activity data. An extra column ID helps to identify different participants.
demography
records the age and gender of the above 4 participants for the use of plotting group heat map. Users can provide other demographic information for the corresponding useage in function multipleheatmap
.