{"id":13541206,"url":"https://github.com/somdeep/Statball","last_synced_at":"2025-04-02T08:31:01.186Z","repository":{"id":67879463,"uuid":"372393597","full_name":"somdeep/Statball","owner":"somdeep","description":"Statball - Football soccer stats analyser from top 5 european leagues with data obtained by web scraping from Fbref and Statsbomb","archived":false,"fork":false,"pushed_at":"2025-03-29T22:32:39.000Z","size":4122,"stargazers_count":23,"open_issues_count":6,"forks_count":2,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-29T23:24:11.324Z","etag":null,"topics":["csharp","data-science","data-scraping","data-viz","dotnet","dotnet-core","fbref","football","football-analytics","football-data","scouting-data","scraping","soccer","soccer-analytics","soccer-data","statsbomb","tableau","visualizations"],"latest_commit_sha":null,"homepage":"","language":"C#","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/somdeep.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2021-05-31T05:36:25.000Z","updated_at":"2025-03-29T22:32:42.000Z","dependencies_parsed_at":"2023-06-19T04:50:08.380Z","dependency_job_id":null,"html_url":"https://github.com/somdeep/Statball","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/somdeep%2FStatball","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/somdeep%2FStatball/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/somdeep%2FStatball/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/somdeep%2FStatball/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/somdeep","download_url":"https://codeload.github.com/somdeep/Statball/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246781940,"owners_count":20832937,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["csharp","data-science","data-scraping","data-viz","dotnet","dotnet-core","fbref","football","football-analytics","football-data","scouting-data","scraping","soccer","soccer-analytics","soccer-data","statsbomb","tableau","visualizations"],"created_at":"2024-08-01T10:00:41.429Z","updated_at":"2025-04-02T08:30:58.659Z","avatar_url":"https://github.com/somdeep.png","language":"C#","funding_links":[],"categories":["More Vizzzzz","V2 -  What's News in 2022?"],"sub_categories":["Energy / Environment Oriented","World Cup 2026"],"readme":"# Statball [![build passing](https://img.shields.io/badge/build-passing-brightgreen.svg?style=flat)]() [![dotnet core](https://img.shields.io/badge/dotnet-6.0-blue.svg?style=flat)](https://learn.microsoft.com/en-us/dotnet/core/install/windows?tabs=net60)\n\n\nStatball - Football (soccer) stats analyser from top 5 european leagues with data obtained from Fbref and Statsbomb.\n\n\n\nFbref : https://fbref.com/en/comps/Big5/Big-5-European-Leagues-Stats\n\nStatsbomb : https://statsbomb.com/\n\nVisualizations created using Tableau Public : https://public.tableau.com/\n\n1. Built-In Data Scraper/ API to pull or scrape data from fbref and Statsbomb - using C# / webapp / web scraping\n2. Preferred position filtering\n3. Combined statscore value\n4. Multi resource file processing - for combined statscore value as well\n5. Clustering based talent identification\n6. Performance/Role analysis\n7. Similarity analysis for position/player using Cosine/other similarity  - vector/array based\n8. Player scouting based on customisable player profiles and statscore based scouting.\n\n\n\n\n\n## **Visualization and Scouting Samples**\n\n**Visualization 1** : Heavily Involved Creators, and Messi in a league of his own (20/21, minimum 20 90s).\n\n![europecreatorsandteams](https://user-images.githubusercontent.com/14120777/126045267-0c9dd978-b226-4f52-b316-73e26296a03f.png)\n\n\n\n**Sample 1** : Top 30 AM profile players from top 5 leagues (20/21, stats p90, minimum 20 90s).\n\n![image](https://user-images.githubusercontent.com/14120777/126031154-3a13b672-dcb2-4dbf-9be7-5dae79295205.png)\n\n\n\n## **Prerequisite Installations**\n\n**Download and install .NET Core from here** : https://docs.microsoft.com/en-us/dotnet/core/install/windows?tabs=net50\n\n**How to Run** : Download the project and run the **dotnet run** command as below : \n\n```\ndotnet run\n\ndotnet run -h|--help\n```\nFollow steps here if needed : https://docs.microsoft.com/en-us/dotnet/core/tools/dotnet-run\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsomdeep%2FStatball","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsomdeep%2FStatball","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsomdeep%2FStatball/lists"}