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understatHere are 31 public repositories matching this topic...Language: All
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⛏⚽ Scrape soccer data from Club Elo, ESPN, FBref, Football-Data.co.uk, Sofascore, SoFIFA, Understat and WhoScored.
soccer espn fivethirtyeight elo-rating sports-data whoscored soccer-data understat soccer-analytics sofascore fbref sofifa
A wrapper for extracting world football (soccer) data from FBref, Transfermark, Understat
cran r rstats football-data football r-package sports-data soccer-data understat transfermarkt fbref
An asynchronous Python package for https://understat.com/.
Create a database of ⚽️ data from understat.com
The accurate openly available forecasting method for Fantasy Premier League
open-source machine-learning forecasting ensemble-learning football fpl fantasy-premier-league hyperparameter-search understat prospective-evaluation openfpl
UnderStat Web Scrapper
A clean and fast Python client for football analytics data from Understat.
Fantasy Premier League prediction using Machine Learning
Mo Salah had an exceptional season winning the PFA awards, Golden boot and finished with 13 assists making him assist king of 2021-22 season. This is his shotmap
Basic comparison pizza chart. To compare two players The PFA released their Team of the season for the 2021-22 Premier League season. Thiago Alcântara of Liverpool FC was included in the midfield three. Many fans questioned the PFA's decision for the inclusion ahead of the likes of Rodri of Manchester City and Declan Rice of Westham United. Let…
python charts data-science data statistics pandas-dataframe data-visualization seaborn dataset data-analysis football matplotlib-pyplot understat mplsoccer
Scrapping Understat for player, match, team and league data using BeautifulSoup
python data-science database football-data beautifulsoup4 sports-analytics player-data understat webscrapping-python player-groupdata player-shotsdata player-matchdata player-radar-data match-data shot-data line-up-data
A project to determine the centrality and closeness of a shot to goal.
Integrating FPL, Transfermarkt, and Understat data, our strategy optimizes squad selection. This approach, leveraging market values and detailed player statistics, ensures both financial prudence and on-field performance. Strategic acquisitions align with set rules and budget constraints, emphasizing value-driven choices for a robust squad
python data-analytics fpl-analysis no-code comma-separated-values web-scrapping business-analytics understat transfermarkt microsoft-power-bi
A Fantasy Premier League (FPL) dashboard which allows users to plot several key performance metrics against each other which allows users to obtain key insights on the statistical indicators of top players in the Premier League (EPL).
Compiler and fetcher for data from Premier League API. Also used as a personal self-study to analyze and model performance metrics to maximize returns in a returns-based game called Fantasy Premier League (FPL).
data machine-learning jupyter-notebook data-visualization fantasy-football dashboards data-analysis data-collection premier-league fpl fantasy-premier-league fpl-analysis understat
End-to-end automated data pipeline extracting, transforming and loading Premier League statistics from FBref and Understat into PostgreSQL, with analytical insights on Arsenal FC across 5 seasons of Mikel Arteta's tenure. Built as a data engineering portfolio project.
python sqlalchemy etl postgresql pandas pytest data-engineering football-data data-analysis matplotlib premier-league data-pipeline arsenal understat soccerdata football-analytics fbref
An R package for plotting understat data; an xG chart and a shot map.
cran r soccer rstats football-data football r-package sports-data rpackage football-scores soccer-data understat soccer-analytics football-analytics
Python, JavaScript and cURL examples with sample xG, shot, roster, player and match data from the Apify Understat Football Data Actor.
Scrape per-shot data from Understat match pages into a CSV file
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