{"id":31782103,"url":"https://github.com/chromaticv1/cricket_team_stats_analysis","last_synced_at":"2026-05-14T21:35:13.266Z","repository":{"id":312667840,"uuid":"1047959476","full_name":"chromaticv1/cricket_team_stats_analysis","owner":"chromaticv1","description":"Analysis of Bangladesh's match stats from ESPNCricinfo","archived":false,"fork":false,"pushed_at":"2025-09-27T16:44:06.000Z","size":50,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-10-10T09:16:13.151Z","etag":null,"topics":["cricket","cricket-analytics","cricket-data","selenium"],"latest_commit_sha":null,"homepage":"https://public.tableau.com/app/profile/khalid.muntasir/viz/shared/NZGC7FQHN","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Cricket Performance Insight\n\n## Motivation\nTo test my data scraping/analysis knowledge and take decisions on international cricket teams and players.\n\n## Mission\nThis project tries to gather data from [ESPNCricinfo](https://www.espncricinfo.com/) to generate team and player statistics of the Bangladesh ODI cricket team, namely:\n- Information of matches played in the last 5 years, from September 2020 to August 2025.\n- match stats of Bangladeshi players in each of those games.\n\nThis dataset was then analyzed and vizualized in tableau for insight.\n\nWith little modification it can be used for other teams and other formats and other time periods.\n\n## Scraping\nSelenium was used to dynamically scrape the match links and the player statistics.\n\n\n## Wrangling\nDataset of each of the matches were wrangled to get:\n- Match statistics (Win/Loss/Abandon/Stadium etc) (72 matches)\n- Individual player statistics (Runs/Wickets/Econ etc) (atleast 12 rows per match)\n- Captain statistics\n\n## Analysis \u0026 key findings\n\u003cimg width=\"889\" height=\"786\" alt=\"image\" src=\"https://github.com/user-attachments/assets/c48e67f6-7d67-4fff-aad7-12b8ade9393d\" /\u003e\n\nThis [Tableau Dashboard](https://public.tableau.com/shared/NZGC7FQHN?:display_count=n\u0026:origin=viz_share_link) exposes the following key findings:\n\n- Bangladesh consistently performs bad vs New Zealand.\n- Jaker Ali and Nurul Hasan are consistently better than other batsmen\n- Ebadot Hossain is consistently better at bowling than the rest of team, with relatively high wicket average, low economy\n- Captain statistics were omitted due to homogeneity, Tamim Iqbal captained most of the games.\n\n## Build\nThis python project was developed on windows.\n\n```ps1\ngit clone https://github.com/chromaticv1/cricket_team_stats_analysis --depth=1\ncd cricket_team_stats_analysis\npython -m venv .venv\n./.venv/scripts/activate\npip install -r requirements.txt\npython src/main.py\n\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchromaticv1%2Fcricket_team_stats_analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchromaticv1%2Fcricket_team_stats_analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchromaticv1%2Fcricket_team_stats_analysis/lists"}