{"id":16411790,"url":"https://github.com/ijlyttle/reactivity-demo-dash","last_synced_at":"2026-05-18T05:02:40.293Z","repository":{"id":43754437,"uuid":"440682685","full_name":"ijlyttle/reactivity-demo-dash","owner":"ijlyttle","description":"Demonstration of Plotly Dash App","archived":false,"fork":false,"pushed_at":"2022-04-11T19:54:01.000Z","size":86,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-02-15T11:48:12.357Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/ijlyttle.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2021-12-22T00:01:36.000Z","updated_at":"2021-12-22T22:18:10.000Z","dependencies_parsed_at":"2022-09-05T03:01:40.847Z","dependency_job_id":null,"html_url":"https://github.com/ijlyttle/reactivity-demo-dash","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/ijlyttle%2Freactivity-demo-dash","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ijlyttle%2Freactivity-demo-dash/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ijlyttle%2Freactivity-demo-dash/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ijlyttle%2Freactivity-demo-dash/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ijlyttle","download_url":"https://codeload.github.com/ijlyttle/reactivity-demo-dash/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240427195,"owners_count":19799466,"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":[],"created_at":"2024-10-11T06:46:35.305Z","updated_at":"2026-05-18T05:02:40.244Z","avatar_url":"https://github.com/ijlyttle.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# reactivity-demo-dash\n\n\u003c!-- badges: start --\u003e\n\u003c!-- badges: end --\u003e\n\nThe goal of this repository is to show how to implement a reactive data-science app using Dash.\n\nThis is part of [*Data-Science Reactivity: Three Ways*](https://ijlyttle.github.io/reactivity-three-ways-book/), an effort to show how to make the same \"app\", using:\n\n-   R: [Shiny](https://shiny.rstudio.com/)\n-   Python: [Dash](https://dash.plotly.com/)\n-   JavaScript: [Observable](https://observablehq.com/@observablehq/five-minute-introduction)\n\n## Aggregate: local\n\nThere's a [deployed version](https://aggregate-local.herokuapp.com) of this app.\n\n![Reactivity diagram](figs/dash-aggregate-local.svg)\n\n![Legend](figs/dash-legend.svg)\n\n## RStudio Cloud\n\nIf you are running this from Ian's RStudio Cloud Project, there will be a package available called `rscloud.dash.py`.\nIt has a single function, `run_dash_app()`, which helps us launch Dash from RStudio Cloud.\n\nFrom the root of the project, at the R console:\n\n```r\nlibrary(\"rscloud.dash.py\")\nrun_dash_app(\"app-aggregate-local.py\", venv = \"venv\")\n```\n\nIt will launch the browser, then the app. \nThe browser will say \"Connection Refused\"; don't worry, wait a few seconds then reload.\n\nYou can stop the Dash app from the R console.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fijlyttle%2Freactivity-demo-dash","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fijlyttle%2Freactivity-demo-dash","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fijlyttle%2Freactivity-demo-dash/lists"}