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Salvino A. Salvaggio, PhD

In this blog I publish data analysis cases based on the R statistical language. No statistical or mathematical theory here, no discussions of the R language, no software tutorials, but only concrete case studies using existing R tools.

From 19 to 25 July 2015, I crossed the Alps in mountain bike, starting in Augsburg (Bavaria, Germany) and arriving in Bolzano (Italy). I covered myself and the bike in sensors, and here is a summary of the data collected:
• Total time: 21 hours 50 seconds
• Total active time: 20 hours 45 seconds
• Total distance: 388.8 km
• Total pedals revolutions: 63.060
• Total heart beats: 175,628 (max heart rate: 167 bpm)
• Mean temperature overall: 28.5 C
• Maximum temperature: 41 C
• Minimum temperature: 18 C
• Maximum altitude: 1523.5 m
• Minimum altitude: 265 m
• Positive level difference: 5432 m
• Negative level difference: 5532 m
• Uphills (more than 3%): 76.7 km
• Downhills (more than 3%): 75.4 km
• Mean speed: 17.8 km/h
• Maximum speed: 66.2 km/h
• 78593 GPS points collected

on the third day, a weather alert did not allow us to bike up the mountain and we had to use public transportation.
That explains the sudden increase in altitude.

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