{"id":14067381,"url":"https://github.com/jimbrig/loss_development_app","last_synced_at":"2026-06-13T09:31:06.575Z","repository":{"id":105150094,"uuid":"411298097","full_name":"jimbrig/loss_development_app","owner":"jimbrig","description":"Boilerplate Actuarial Reserving Loss Development R Shiny Application","archived":false,"fork":false,"pushed_at":"2024-02-29T20:26:16.000Z","size":6067,"stargazers_count":3,"open_issues_count":1,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-02T12:27:23.327Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/jimbrig.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":"2021-09-28T13:41:58.000Z","updated_at":"2024-12-28T17:57:01.000Z","dependencies_parsed_at":"2024-08-13T07:13:02.960Z","dependency_job_id":"4a26f51b-0fa4-4f60-b10d-3034e0207343","html_url":"https://github.com/jimbrig/loss_development_app","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/jimbrig/loss_development_app","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jimbrig%2Floss_development_app","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jimbrig%2Floss_development_app/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jimbrig%2Floss_development_app/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jimbrig%2Floss_development_app/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jimbrig","download_url":"https://codeload.github.com/jimbrig/loss_development_app/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jimbrig%2Floss_development_app/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34279898,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-13T02:00:06.617Z","response_time":62,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":[],"created_at":"2024-08-13T07:05:33.968Z","updated_at":"2026-06-13T09:31:06.560Z","avatar_url":"https://github.com/jimbrig.png","language":"R","funding_links":[],"categories":["R"],"sub_categories":[],"readme":"# Loss Development Shiny App\n\n- Live example: https://jimbrig.shinyapps.io/lossdevt\n- Code: https://github.com/jimbrig/loss_development_app\n\n## Roadmap\n\nA simple shiny web app with the following features:\n\n1. Loss development triangles:\n  - Types:\n    - Paid\n    - Reported\n    - Case Reserves\n    - Reported Claim Counts\n  - Age-to-Age Factors Triangle\n  - Averages\n2. Actual vs. Expected\n3. Ultimate Selections\n\n## Installation\n\n- Clone repo and run `shiny::runApp(\"shiny_app\")` or,\n- Pull docker image and run locally on port 8080:\n\n```bash\ndocker run -p 8080:8080 -it ghcr.io/jimbrig/lossdevt:latest\n```\n\n### Related Projects\n\n- Online Rater \n  - Live example: https://tychobra.shinyapps.io/online_rater\n  - Code: https://github.com/Tychobra/online_rater\n\n\n***\n\n### File and Folder Structure\n\nUse deploy.R script to deploy the app\n\nOnly files and folders that need to be deployed with the Shiny app go in the \"shiny_app/\" folder.\n\n##### Project root level folders:\n\n  - \"data_prep/\" - for data preparation.  Most projects need data to be prepped from some raw format to a format ready for the app.  This folder is most heavily used in the early days of the project as we are exploring the data and cleaning up initial data issues.\n      - \"provided/\" - raw data provided by the client goes here.  This data is not tracked on GitHub\n      - \"prepped/\" - cleaned versions of the data in \"provided\" goes here.  This data is also not tracked on GitHub.\n  - \"docs/\" - additional documentation goes here\n  - \"analysis/\" - additional analysis e.g. EDA goes here.  Also if you are training models that may or may not end up in your Shiny app, do that here.\n  - You can make other folders as is appropriate for your project\n\n##### \"shiny_app/\" level folders:\n\n  - \"www/\" - contains all front end assets (i.e. css, js, and images)\n  - \"data/\" - contains any flat files that need to be deployed with the app\n  - \"R/\" - contains all R functions and modules.  Files containing modules should end with '_module.R'\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjimbrig%2Floss_development_app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjimbrig%2Floss_development_app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjimbrig%2Floss_development_app/lists"}