{"id":16509616,"url":"https://github.com/thomasmbury/ecg-dashboard","last_synced_at":"2026-06-05T01:31:30.152Z","repository":{"id":56746969,"uuid":"487553349","full_name":"ThomasMBury/ecg-dashboard","owner":"ThomasMBury","description":"Tutorial for building a dashboard with Plotly Dash to stream ECG data from Physionet","archived":false,"fork":false,"pushed_at":"2025-07-03T00:27:31.000Z","size":2807,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-03T01:26:06.572Z","etag":null,"topics":["big-data","cardiology","dash","dashboard","ecg","exploratory-data-analysis","physiology","plotly-dash","python"],"latest_commit_sha":null,"homepage":"","language":"Python","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/ThomasMBury.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":"2022-05-01T14:06:14.000Z","updated_at":"2025-07-03T00:27:34.000Z","dependencies_parsed_at":"2022-08-16T01:20:43.716Z","dependency_job_id":null,"html_url":"https://github.com/ThomasMBury/ecg-dashboard","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ThomasMBury/ecg-dashboard","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasMBury%2Fecg-dashboard","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasMBury%2Fecg-dashboard/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasMBury%2Fecg-dashboard/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasMBury%2Fecg-dashboard/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ThomasMBury","download_url":"https://codeload.github.com/ThomasMBury/ecg-dashboard/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ThomasMBury%2Fecg-dashboard/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":27289490,"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","status":"online","status_checked_at":"2025-11-26T02:00:06.075Z","response_time":193,"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":["big-data","cardiology","dash","dashboard","ecg","exploratory-data-analysis","physiology","plotly-dash","python"],"created_at":"2024-10-11T15:51:24.488Z","updated_at":"2025-11-28T01:06:58.095Z","avatar_url":"https://github.com/ThomasMBury.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Building a dashboard in Plotly Dash\n\nGenerate an interactive dashboard to explore ECG data from the [Icentia11k](https://physionet.org/content/icentia11k-continuous-ecg/1.0/) database on Physionet. It accompanies this [Medium article](https://medium.com/p/c748588e2920/edit). The app is currently hosted on Heroku [here](https://ecg-dashboard-medium.herokuapp.com/).\n\n\n## Running the app locally\n\nTo run the app on your local computer, clone the repository, create a virtual environment and install the necessary requirements with\n```\npip install --upgrade pip\npip install -r requirements.txt\n```\n\nThen run the app with\n```\npython app.py\n```\n\nThis should show\n```\nDash is running on http://127.0.0.1:8050/\n```\n\nYou can now visit the app at this URL. \n\n\n## Medium files\n\nTo follow along with the Medium article, there are several versions of the app at different stages of completion in the [medium](./medium) directory. These can be run with e.g.\n\n```\ncd medium\npython app_v1.py\n```\n\n## Usage\n\nFeel free to use and extend this template for your own use. If you find it useful, please consider 'clapping' the [Medium article](https://medium.com/p/c748588e2920/edit) and starring this repository. Thank you!\n\n## Preview\n\n\u003cimg width=\"1164\" alt=\"app\" src=\"https://user-images.githubusercontent.com/36854425/187282440-138884a1-f473-4f8d-a8ff-54e1f197f31b.png\"\u003e\n\n## References\n\nTan, S., Ortiz-Gagné, S., Beaudoin-Gagnon, N., Fecteau, P., Courville, A., Bengio, Y., \u0026 Cohen, J. P. (2022). Icentia11k Single Lead Continuous Raw Electrocardiogram Dataset (version 1.0). PhysioNet. https://doi.org/10.13026/kk0v-r952.\n\nGoldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P. C., Mark, R., ... \u0026 Stanley, H. E. (2000). PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation [Online]. 101 (23), pp. e215–e220.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthomasmbury%2Fecg-dashboard","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthomasmbury%2Fecg-dashboard","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthomasmbury%2Fecg-dashboard/lists"}