{"id":28539973,"url":"https://github.com/lisayinr/r-language","last_synced_at":"2025-06-27T20:33:24.102Z","repository":{"id":297840953,"uuid":"997662191","full_name":"lisayinr/R-Language","owner":"lisayinr","description":"Linear Regression Model in R","archived":false,"fork":false,"pushed_at":"2025-06-07T20:15:41.000Z","size":2,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-07T20:28:04.233Z","etag":null,"topics":["linear-regression","linear-regression-models","r"],"latest_commit_sha":null,"homepage":"","language":"R","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/lisayinr.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,"zenodo":null}},"created_at":"2025-06-06T23:20:38.000Z","updated_at":"2025-06-07T20:15:44.000Z","dependencies_parsed_at":"2025-06-07T20:40:43.577Z","dependency_job_id":null,"html_url":"https://github.com/lisayinr/R-Language","commit_stats":null,"previous_names":["lisayinr/r-language"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/lisayinr/R-Language","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lisayinr%2FR-Language","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lisayinr%2FR-Language/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lisayinr%2FR-Language/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lisayinr%2FR-Language/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lisayinr","download_url":"https://codeload.github.com/lisayinr/R-Language/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lisayinr%2FR-Language/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262327271,"owners_count":23294242,"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":["linear-regression","linear-regression-models","r"],"created_at":"2025-06-09T19:07:32.472Z","updated_at":"2025-06-27T20:33:24.087Z","avatar_url":"https://github.com/lisayinr.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Overview\n\nTo grow as a software engineer, I wanted to expand my understanding of statistical programming by learning the R language. This software reads a CSV file that contains data of advertising spending and the outcome in sales. The program then builds a linear regression model and creates a graph showing the relationship between advertising and sales using ggplot2.\n\nThe purpose for writing this software is to have a solid foundation of using R's syntax and data structures by applying it to a real world situation. It demonstrates how the R language works with multiple datatypes (numeric, integer, character, logical, and list), dataframes, and loops.\n\nVideo Demonstration of how my software works: [Software Demo Video](https://youtu.be/TVtzkOTjZg4)\n\n# Development Environment\n\n* Visual Studio Code\n* Git / Github\n* Ggplot2 library\n* R version 4.5.0\n\n# Useful Websites\n\n- [Geeksforgeeks.org](https://www.geeksforgeeks.org/basic-syntax-in-r-programming/)\n- [Geeksforgeeks.org](https://www.geeksforgeeks.org/r-keywords/)\n- [Geeksforgeeks.org](https://www.geeksforgeeks.org/r-data-types/)\n- [Geeksforgeeks.org](https://www.geeksforgeeks.org/taking-input-from-user-in-r-programming/)\n- [Geeksforgeeks.org](https://www.geeksforgeeks.org/data-visualization-with-r-and-ggplot2/)\n- [Youtube.com](https://www.youtube.com/watch?v=rKPfssR66GM\u0026ab_channel=SusanB.)\n- [Libraryguides.mcgill.ca](https://libraryguides.mcgill.ca/c.php?g=699776\u0026p=4968544)\n- [Ggplot2-book.org](https://ggplot2-book.org/themes#sec-saving)\n- [Educative.io](https://www.educative.io/courses/learn-r/difference-between-print-and-cat)\n\n# Future Work\n\n- Add user input to \n- Allow user to modify what is considered \"high sales\"\n- Make graph interactive","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flisayinr%2Fr-language","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flisayinr%2Fr-language","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flisayinr%2Fr-language/lists"}