{"id":20798154,"url":"https://github.com/samcfuchs/frc-data","last_synced_at":"2026-04-17T13:01:56.796Z","repository":{"id":37774560,"uuid":"181719435","full_name":"Samcfuchs/FRC-Data","owner":"Samcfuchs","description":"A library of scripts to retrieve and process FRC data from The Blue Alliance","archived":false,"fork":false,"pushed_at":"2022-12-08T05:10:04.000Z","size":1394,"stargazers_count":0,"open_issues_count":10,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-12-26T02:32:27.784Z","etag":null,"topics":["data-science","frc","tba-api"],"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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Samcfuchs.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}},"created_at":"2019-04-16T15:41:24.000Z","updated_at":"2020-07-20T05:13:36.000Z","dependencies_parsed_at":"2023-01-24T12:00:33.480Z","dependency_job_id":null,"html_url":"https://github.com/Samcfuchs/FRC-Data","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Samcfuchs/FRC-Data","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samcfuchs%2FFRC-Data","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samcfuchs%2FFRC-Data/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samcfuchs%2FFRC-Data/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samcfuchs%2FFRC-Data/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Samcfuchs","download_url":"https://codeload.github.com/Samcfuchs/FRC-Data/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Samcfuchs%2FFRC-Data/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31930100,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-17T12:37:54.787Z","status":"ssl_error","status_checked_at":"2026-04-17T12:37:25.095Z","response_time":62,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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","frc","tba-api"],"created_at":"2024-11-17T16:36:48.362Z","updated_at":"2026-04-17T13:01:56.772Z","avatar_url":"https://github.com/Samcfuchs.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FRC Data Retrieval\n\nVarious data retrieval scripts to import, clean, and save FRC data to csv files\n\nAll data is written to files in the `data` folder.\n\n## Installation\n\nUse `pip install -r requirements.txt` to install all required packages for this\nproject.\n\nIn order to use the APIs these scripts access, you'll need to obtain\nauthorization keys. You can get a TBA key\n[here](https://www.thebluealliance.com/account/). Additionally, TeamInfo.py uses\ngoogle's geocoder API to get geographic coordinates for each team. Learn more\nabout the geocoding API and get a key\n[here](https://developers.google.com/maps/documentation/geocoding/get-api-key).\nOnce you have authorization keys, add them to a `keys.json` file in the project\nroot as `TBA_API_KEY` and `GOOGLE_API_KEY` respectively.\n\n## Analytics\n\nOnce the data is saved to csv files, it can be analyzed with a number of tools.\nIt's simple to open in excel, but I've also used R, Tableau, TIBCO Spotfire, and\npython scripts to allow deeper insights into databases of this size. I encourage\nyou to conduct your own exploratory data analysis and publish your findings!\n\n## Futurity\n\nI've worked pretty hard to ensure that these scripts are as general and\nfuture-proof as possible, but since I don't control the APIs or databases I'm\nusing, there's always the possibility that a change in the future could break\nthese. If you're encountering errors, please feel free to create an issue or PR.\nIn particular, the MatchData script does a lot of preprocessing of the data from\nThe Blue Alliance, and as a result it needs to be updated on a yearly basis.\nUnfortunately, FIRST releases its API spec as late as week 1 competitions\nsometimes, so I'm unable to update them until then.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamcfuchs%2Ffrc-data","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsamcfuchs%2Ffrc-data","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamcfuchs%2Ffrc-data/lists"}