https://github.com/quantixed/garmincsvr

Process Garmin Connect CSV files using R
https://github.com/quantixed/garmincsvr

garmin-connect rstats

Last synced: 7 months ago
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Process Garmin Connect CSV files using R

• Host: GitHub
• URL: https://github.com/quantixed/garmincsvr
• Owner: quantixed
• License: gpl-3.0
• Created: 2019-04-08T07:29:15.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2021-12-23T15:11:46.000Z (about 4 years ago)
• Last Synced: 2025-03-01T23:28:31.078Z (12 months ago)
• Topics: garmin-connect, rstats
• Language: R
• Size: 1.38 MB
• Stars: 3
• Watchers: 4
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# GarminCSVr

Process Garmin Connect CSV files using R

The R scripts `csv2r.R` and `loadAndCalc.R` can be used to process CSV files downloaded from Garmin Connect. The scripts are written with Running data in mind. Some fake data is supplied in the `Data` folder and some example outputs are in the `Output/Plots/` folder.

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### `csv2r.R`

The script allows a deeper dive into summary data from Garmin Connect. For example, looking at running speed over time.

![img](Output/Plots/allPace.png?raw=true "image")

...and to look at those trends for runs of different lengths.

![img](Output/Plots/paceByDist.png?raw=true "image") 

There's also a simple way to compare the cumulative distance from one year to the next.

![img](Output/Plots/cumulativeDistOverlay.png?raw=true "image")

Plus a few other ideas for plots.

--

### `readAndCalc.R`

The script will compare your progress against a distance-based target. For example, Garmin Connect has a Running 2021 - Stage 1 challenge which is to run 505 km between 1/1/21 and 31/3/21.

For that challenge, progress would be checked with this command:

`process_data("running","2021-01-01","2021-03-31",505)`