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FPLTool

Notebooks

FPLAPI.ipynb - A notebook where I learn how to scrape data from the FPL API and explore the data available.

DataCleaning.ipynb - A notebook where I look a dtypes and amend values.

Optimiser.ipynb - In progress

Data files

teams.csv - A csv file containing all 20 Premier League teams, alongside additional stats such as team strength.

elements.csv - A csv file containing all players in the Premier League, alongside stats. Stats are accumulated, not per gameweek.

elements_teams.csv - A csv file which is the merge of teams and elements, this allows us to link what player plays for what team.

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FPLTool - taking data from the fpl api and learning python skills.

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