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kayakanalysis's Introduction

Kayak Analysis

This project aims at retrieving data from gpx files and analysing and visualize this data.

Acquired skills

  • Retrieving data from xml files
  • Creating a custom class to ease gpx file reading
  • Handling the creation of custom packages
  • Use of *args in the definition of function to handle various parameters
  • Use of pandas DataFrames
  • Visualizing with plotly and its extension plotly express

Organization of the project

There are 3 custom packages : gpx_collect, data_process, data_visualization, a helpers directory containing examples of gpx. And finally, there is the main.py which is the only file that should be executed because the project involves package dependencies. From this file, function defined in the 3 packages can be called.

gpx_collect package

This package allows us to retrieve the data from gpx files in a python dictionary really easy to use and to convert into a pandas DataFrame.

data_process package

This package allows us to generate the relevant data from the dictionary extracted by the previous package into a pandas DataFrame, such as distance, speed, total time, etc...

data_visualization package

This package allows us to visualize the data generated by the previous package using an interactive plotting library : plotly.

kayakanalysis's People

Watchers

James Cloos avatar Clément Côme avatar

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