The project is about visualizing distribution of specified phrases at every Rainbow Six: Siege patch notes page.
The idea comes from Rainbow Six: Siege being famous for having a lot of issues and bugs so I was curious how many fixes are being made every update.
The data of webpages was scrapped with Python's BeautifulSoup4 module
and is stored in webpages_content.json file.
Urls have been collected manually from Ubisoft's page
and are stored in urls.txt file as ''version_number url'' pairs.
Unfortunately I wasn't able to find patch notes pages for first two years of game
so the first version is 3.1.1.
The charts are made with Python's MatPlotLib module.
Colors that represent each season are specified in colors.txt file as ''version_number color'' pairs.
Version number format is following: [year].[season_of_year].[number_of_patch_in_season]
Last version in example: 9.4.1
Chart for every version of game:
Chart for every season of game:
For more examples see charts directory.
To use it clone this repository via git clone <url_of_this_repo> command in Git Bash
and create virtual environment in directory of cloned repo.
Then install packages specified in requirements.txt file.
Run counter.py file to get distribution of given phrase.
You can specify phrase by changing value of word argument.
You can also decide to download again entire content of webpages
by changing saved_webpages_content argument to False (scrapping should take about 2-3 minutes).
If in urls.txt file there is specified version of game that hasn't been scrapped yet,
it will be scrapped automatically.
Distributions will be saved in distributions directory as .json files.
Run chart.py file to generate chart of distribution of given phrase.
You can specify phrase by changing value of word argument.
You can decide if you want to generate chart of distribution for every version or for every season
by changing sum_to_seasons argument's value.
Charts will be saved in charts directory as .png files.