{"id":29016544,"url":"https://github.com/memgraph/twitch-analytics-demo","last_synced_at":"2025-06-25T22:30:38.256Z","repository":{"id":44791899,"uuid":"388432020","full_name":"memgraph/twitch-analytics-demo","owner":"memgraph","description":"Visualization of Twitch analytics.","archived":false,"fork":false,"pushed_at":"2022-07-19T15:34:51.000Z","size":14931,"stargazers_count":26,"open_issues_count":0,"forks_count":1,"subscribers_count":4,"default_branch":"main","last_synced_at":"2023-03-07T01:43:12.154Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"JavaScript","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/memgraph.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2021-07-22T11:05:48.000Z","updated_at":"2023-03-06T17:15:28.000Z","dependencies_parsed_at":"2022-07-25T23:18:00.678Z","dependency_job_id":null,"html_url":"https://github.com/memgraph/twitch-analytics-demo","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"purl":"pkg:github/memgraph/twitch-analytics-demo","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/memgraph%2Ftwitch-analytics-demo","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/memgraph%2Ftwitch-analytics-demo/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/memgraph%2Ftwitch-analytics-demo/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/memgraph%2Ftwitch-analytics-demo/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/memgraph","download_url":"https://codeload.github.com/memgraph/twitch-analytics-demo/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/memgraph%2Ftwitch-analytics-demo/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261962068,"owners_count":23236863,"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":"2025-06-25T22:30:37.424Z","updated_at":"2025-06-25T22:30:38.224Z","avatar_url":"https://github.com/memgraph.png","language":"JavaScript","readme":"\u003ch1 align=\"center\"\u003e\n  Twitch Analytics Demo\n\u003c/h1\u003e\n\n## :open_file_folder: Dataset\nThe data was collected using [Twitch API](https://dev.twitch.tv/docs/api/). The files which we'll use are located in `/backend/import-data/` folder and are called: `streamers.csv`, `teams.csv`, `vips.csv`, `moderators.csv` and `chatters.csv`.\n\n## :arrow_forward: Starting the app\n\nYou can simply start the app by running:\n\n```\ndocker-compose build\ndocker-compose up core\ndocker-compose up twitch-app\n```\n\nIf you get the error `mgclient.OperationalError: couldn't connect to host: Connection refused` please try running `docker-compose up twitch-app` again.\nWhen data loading is done, run:\n\n```\ndocker-compose up react-app\n```\n\nCheck out the app at `localhost:3000`.\n\nTo start streaming the rest of the data run:\n\n```\ndocker-compose up twitch-stream\n```\n\nNotice how the number of nodes and edges are changing on the navigation bar. Also if you refresh the results of the PageRank below, you'll see the rank difference.\n\n## :bar_chart: General statistics\n\nChoose from top games, teams, vips, moderators or streamers.\n\n![](/images/app_2.png)\n\n## :eyes: Graph visualization\n\nFind your favorite streamer or the streamers who stream your favorite game in your language.\n\n![](/images/app_3.png)\n\nCheck out the **PageRank** and **Betweenness Centrality** [MAGE](https://memgraph.com/docs/mage) algorithms.\n\n![](/images/app_4.png)\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmemgraph%2Ftwitch-analytics-demo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmemgraph%2Ftwitch-analytics-demo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmemgraph%2Ftwitch-analytics-demo/lists"}