{"id":19392980,"url":"https://github.com/sandyrogers/f1-points-analysis","last_synced_at":"2025-06-15T19:10:11.060Z","repository":{"id":94488628,"uuid":"103191467","full_name":"SandyRogers/F1-points-analysis","owner":"SandyRogers","description":"How much competition was there for F1 race points in each year? A jupyter notebook analysis.","archived":false,"fork":false,"pushed_at":"2017-09-11T21:48:27.000Z","size":466,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-03T22:16:53.541Z","etag":null,"topics":["data-science","formula1","jupyter-notebook","motorsport"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/SandyRogers.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-09-11T21:46:15.000Z","updated_at":"2017-09-11T21:49:22.000Z","dependencies_parsed_at":"2023-03-04T23:45:26.023Z","dependency_job_id":null,"html_url":"https://github.com/SandyRogers/F1-points-analysis","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SandyRogers/F1-points-analysis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SandyRogers%2FF1-points-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SandyRogers%2FF1-points-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SandyRogers%2FF1-points-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SandyRogers%2FF1-points-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SandyRogers","download_url":"https://codeload.github.com/SandyRogers/F1-points-analysis/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SandyRogers%2FF1-points-analysis/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260036135,"owners_count":22949256,"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":["data-science","formula1","jupyter-notebook","motorsport"],"created_at":"2024-11-10T10:32:30.278Z","updated_at":"2025-06-15T19:10:11.037Z","avatar_url":"https://github.com/SandyRogers.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# F1 history: points won during qualifying vs. races\nThis Jupyter Notebook (Python) analyses the history of F1, in terms of how teams are incentivised.\n\n# Getting the dataset\nWe use historical F1 data from [The Ergast API](http://ergast.com/mrd/).\nThe SQL database can be downloaded [here](http://ergast.com/mrd/db/).\n\nTo run this analysis, download the database image from Ergast.\nLoad it into a local MySQL database [(see StackOverflow)](https://stackoverflow.com/questions/17666249/how-to-import-an-sql-file-using-the-command-line-in-mysql)\n\n# What are we analysing?\nI wanted to know whether F1 racedays are becoming more or less competitive. I had a feeling that we needed to look at the relative importance of qualifying vs. racedays, in terms of how many points per (effectively) won on each day. The thinking was that: if most points are \"already won\" in qualifying, teams would make less race-competitive cars (since they only need to be qualifying-competitive).\n\nFor more interpretation, check out [this Medium post](https://medium.com/p/4d080f93dc4b).\n\nThe result is a graph that looks like this (as of August 2017):\n![History of F1 points race novelty](F1%20raceday%20novelty.png)\n\n# Installation\nYou'll need python, jupyter, jupyter notebook, pandas, matplotlib, numpy, mysqldb.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsandyrogers%2Ff1-points-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsandyrogers%2Ff1-points-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsandyrogers%2Ff1-points-analysis/lists"}