{"id":22636680,"url":"https://github.com/josedv82/epv_nba_dashboard","last_synced_at":"2025-04-11T21:21:14.224Z","repository":{"id":38253376,"uuid":"329012568","full_name":"josedv82/EPV_NBA_Dashboard","owner":"josedv82","description":"A conceptual dashboard to visualize Expected Possession Value (EPV) in the NBA.","archived":false,"fork":false,"pushed_at":"2021-05-18T21:58:17.000Z","size":9758,"stargazers_count":12,"open_issues_count":1,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-25T17:17:44.504Z","etag":null,"topics":["nba","nba-analytics","nba-stats","nba-visualization","rstats","shiny","sparklines","stock"],"latest_commit_sha":null,"homepage":"https://josedv.shinyapps.io/EPV_NBA_Dashboard/","language":"R","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/josedv82.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}},"created_at":"2021-01-12T14:29:11.000Z","updated_at":"2025-01-07T03:11:42.000Z","dependencies_parsed_at":"2022-09-18T10:20:20.443Z","dependency_job_id":null,"html_url":"https://github.com/josedv82/EPV_NBA_Dashboard","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/josedv82%2FEPV_NBA_Dashboard","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/josedv82%2FEPV_NBA_Dashboard/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/josedv82%2FEPV_NBA_Dashboard/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/josedv82%2FEPV_NBA_Dashboard/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/josedv82","download_url":"https://codeload.github.com/josedv82/EPV_NBA_Dashboard/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248480421,"owners_count":21110939,"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":["nba","nba-analytics","nba-stats","nba-visualization","rstats","shiny","sparklines","stock"],"created_at":"2024-12-09T03:29:43.604Z","updated_at":"2025-04-11T21:21:14.166Z","avatar_url":"https://github.com/josedv82.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# EPV Dashboard\nA minimal app to visualize Expected Possession Value (EPV) in the NBA.\n\n***\n\nExploring an idea to visualize and interact with EPV in Basketball resembling a stock trading app. The dashboard provides information at a play by play level for a full game as well as the player total EPV added for that game. A dynamic play diagram alongside the EPV can be displayed for all available plays.\n\n* Live App: [Link](https://josedv.shinyapps.io/EPV_NBA_Dashboard/)\n\n***\n\n![](anim2.gif)\n\n***\n\n#### References\n\nCervone, D., D’Amour, A., Bornn, L., \u0026 Goldsberry, K. (2016). **A multiresolution stochastic process model for predicting basketball possession outcomes.** Journal of the American Statistical Association, 111(514), 585-599. [Link](https://arxiv.org/abs/1408.0777)\n\nCervone, D., D’Amour, A., Bornn, L., \u0026 Goldsberry, K. (2014). **POINTWISE: Predicting Points and Valuing Decisions in Real Time with NBA Optical Tracking Data.** Sloan Sport Analytics Conference. [Link](http://www.lukebornn.com/papers/cervone_ssac_2014.pdf)\n\n#### Data\n\nThe EPV data was sourced from https://github.com/dcervone/EPVDemo\n\n***\n\n#### Mobile Devices\nThis app is not intended to work on mobile devices and therefore some functionalities may not work on smaller screens.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjosedv82%2Fepv_nba_dashboard","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjosedv82%2Fepv_nba_dashboard","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjosedv82%2Fepv_nba_dashboard/lists"}