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Fantasy Premier League Stats, Visualizations & Analysis. :soccer: :bar_chart: :chart_with_upwards_trend:

Home Page: https://antonia.elek.hr/fantasy-premier-league

Python 100.00%
fantasy-premier-league data-visualization data-visualisation football fpl fpl-analysis plotly analysis visualizations ict

fantasy-premier-league's Introduction

Fantasy Premier League Stats, Visualizations & Analysis

Features

  • Top Managers' Picks Analysis
  • Value vs Cost Analysis
  • Player Position Analysis
    • Goalkeepers ranked by achievements and errors
    • Defenders ranked by achievements and errors
    • Midfielders ranked by achievements and errors
    • Forwards ranked by achievements and errors

Getting started

Clone the repository and submodules

git clone --recurse-submodules https://github.com/antoniaelek/fantasy-premier-league.git

Setup python environment

cd ./fantasy-premier-league
mkdir env
py -m venv ./env
./env/Scripts/activate
pip install -r requirements.txt

Create .env file in repository root with the following contents (replace [CHANGEME] placeholder with your own values)

CHARTS_API_KEY=[CHANGEME]
CHARTS_USER=[CHANGEME]

Updating submodules

git submodule foreach git checkout master
git submodule foreach git pull origin master

Acknowledgements

fantasy-premier-league's People

Contributors

antoniaelek avatar dependabot[bot] avatar

Stargazers

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Watchers

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fantasy-premier-league's Issues

size

pls whats the total size of this repo

missing bokeh plot for David Silva?

Hi, I really love what you've done here. Leveraging vaastav's data and using ipython & bokeh is quite clever. Wonderful work. I've looked, but don't seem to be able to find any plot for David Silva. The text for Silva is available and looking through the data I know it's there. Could there be an error in the bokeh js?

It's not really an issue, just thought I'd mention it.

No columns to parse from file

At first I had an issue with the bot unable to locate my player_raw.csv and I was able to fix that. And now its throwing me this error [
File "pandas_libs\parsers.pyx", line 545, in pandas._libs.parsers.TextReader.cinit
pandas.errors.EmptyDataError: No columns to parse from file ]

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