trackerproject / trackerapp Goto Github PK

View Code? Open in Web Editor NEW

32.0 3.0 3.0 50.45 MB

An interactive web application for the analysis of sports data from GPS-enabled tracking devices

Home Page: https://trackerproject.github.io/trackeRapp/

R 100.00%

shiny r sports-app web-development web-app data-visualization

trackerapp's Introduction

trackeRapp

trackeRapp is a shiny interface for the analysis and tracking of athletic activity data in R.

trackeRapp builds on the extensive infrastructure provided by the trackeR R package to provide a user-friendly web-interface of an integrated workflow for the analysis of running, cycling and swimming data from GPS-enabled tracking devices. The interface offers a range of flexible interactive visualisations and data-analytic tools.

trackeRapp offers functionality to import, clean and organise data from raw activity files of popular formats (tcx, gpx, json and db3) in a structured R object, and finally to export that object so that it can be used for future analyses not only within trackeRapp but also for more advanced modelling in R.

Installation

trackeRapp can be installed by typing

install.packages("trackeRapp")

The development version of trackeRapp can also be installed directly from github by doing

# install.packages("remotes")
remotes::install_github("trackerproject/trackeRapp")

Getting started

See the tour de trackeRapp pages for tutorial videos, explanation of the workflow and visualizations that trackeRapp offers, and to, generally, learn more about trackeRapp and all of its capabilities.

Below are just a few screenshots from the trackeRapp web interface

Home page

Session summaries

Video channel

trackeRapp has a dedicated YouTube channel. The channel features video tutorials about trackeRapp and the workflow it provides.

Launching the user-interface

The web-interface can be accessed remotely at https://www.trackerapp.com or on a local machine by doing:

# Load the package
library("trackeRapp")
# Open the interface in the browser
trackeR_app()

Code of Conduct

Please note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.

trackerapp's People

Contributors

Stargazers

Watchers

Forkers

han-tun alexbelij pokyah

trackerapp's Issues

Add a page for split analysis

Implement splits in trackeR and set up the interface in trackeRapp

Export plotting functions and update documentation

Add travis and cran badges

Add functionality to donate data

Interface freezes if no sport is selected in selected workouts view

Progress feedback to the user

How well they do
Automatic identification of "best" efforts (by average power, speed, distance, etc)
League tables

Replace/Rename plot workouts and reset session selection buttons

Link with APIs of other platforms

"Clear selection" is selecting everything if clicked after a sport selection that does not have all sports

Allow for two axes in workout view plots

e.g. heart rate and speed

An example with plotly is at https://plot.ly/r/multiple-axes/

The idea here is to have a widget where the user selects which features are overplotted.

This can completely replace the current workout view plots, and offer, say 2/3 boxes where the user can select what is overplotted

Time in zones popup does not include time

De-selecting last session from table does not do so everywhere else

If there is only one session selected, deselecting it from the table does not do so from the other views

Map gets too slow with many paths

This is most probably because plotly does not scale well with the number of paths

Stylistic improvements

Resolve fixed width issues and appearance in mobile devices

beginners/advanced interface

Sane thresholding

test if object is already thresholded
if not threshold object and any additional raw data

y-ranges in workout and zones plots should adapt to selection

UI improvements

Change colours to grayscale or give options to switch colours to grayscale
Uniformize colour scheme (no more than 3-4 colours across interface)
Buttons do not resize with the window size
Have a menu with summary/workout view, change units, clear selection
We do not need y-axes labels in Workouts view

Improve memory usage

Refactor codebase

Merge ui-functions.R, output.R and helper_functions.R
Check overuse of reactive
Allow for modular design for dynamic style changes in div's

Identify sport does not update according to selection

Error loading trackeRapp

trackeR is a great package, thanks for the contribution. I only learned of the corresponding interface for it just now. However, I can't get it to load. I get the following error:

Error in : shinyjs: extendShinyjs: functions argument must be provided. See the documentation for ?extendShinyjs for more details.

Any suggestions on how to fix this?

Import processed data (rda) should be "(rds)"

Header says import... rda but file picker only accepts rds. In actual fact, as far as I can rell .rdawould be fine, as would .RData (as long as it contains trackeRdata).

Suggestion: keep title "Import processed data (rda)" but make file picker accept common varieties of file extensions (at least .rds, .rda, .RData).

Sports names in sports selection get lower case when "Clear selection" is clicked

Add units next to box titles that can update dynamically

y-axis scale is not updated when units are changed in workouts view [0.5_bug_fixes]

To reproduce Load data -> Upload sample data sets -> Plot selected workouts -> Change units (speed)

Enrich settings.R with new parameterizations

ajax-loader-bar.gif is missing from the repository [0.5_bug_fixes]

@rugeer can you add this file to the correct directory under inst?

Add share view button (social media etc)

Work capacity widths in workout view when 2 sessions are selected

For some reason the width of the plots is not updated when first two and then one session are selected in the work capacity tabs

Include heatmap analysis

Similar to what trackeR::leafletRoute and trackeR::plotRoute do

Dashboard is scrambled and non-functional in Firefox 65.0 [0.5_bug_fixes]

Colour according to sport

Implement selection of total/moving/resting time in summary view

Warning when more than 60 sessions are selected

The warning message should give the option to cancel the current operation

Add raw data through directory, not only individual files

There only seems to be an option to add raw files or processed data, not directory of raw files.

I actually tried adding 2700 files through the file picker (select first; scroll down, shift-click last; all are selected), but it doesn't seem to work. At the most, I've been able to add 600 files. No more seem to be accepted. Not sure if that is due to the file picker or trackeRapp.

Add compare sessions functionality

Have a checkbox by each session in workout view
Add compare sessions button which results in an overlay of the sessions (or just their smoothers) on the same plot with informative popup boxes