{"id":29016528,"url":"https://github.com/memgraph/orbicon","last_synced_at":"2025-06-25T22:30:34.565Z","repository":{"id":45021757,"uuid":"399048161","full_name":"memgraph/orbicon","owner":"memgraph","description":"Explore your userbase and community with the power of graph analytics.","archived":false,"fork":false,"pushed_at":"2022-01-13T21:02:08.000Z","size":1067,"stargazers_count":7,"open_issues_count":1,"forks_count":2,"subscribers_count":4,"default_branch":"main","last_synced_at":"2024-01-29T05:21:50.606Z","etag":null,"topics":["community-detection","devrel","graph-algorithms","memgraph","orbit","pagerank"],"latest_commit_sha":null,"homepage":"https://orbit.memgraph.com","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/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":"2021-08-23T09:39:03.000Z","updated_at":"2023-07-25T14:48:59.000Z","dependencies_parsed_at":"2022-09-24T21:31:38.463Z","dependency_job_id":null,"html_url":"https://github.com/memgraph/orbicon","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/memgraph/orbicon","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/memgraph%2Forbicon","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/memgraph%2Forbicon/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/memgraph%2Forbicon/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/memgraph%2Forbicon/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/memgraph","download_url":"https://codeload.github.com/memgraph/orbicon/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/memgraph%2Forbicon/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261962056,"owners_count":23236861,"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":["community-detection","devrel","graph-algorithms","memgraph","orbit","pagerank"],"created_at":"2025-06-25T22:30:33.630Z","updated_at":"2025-06-25T22:30:34.479Z","avatar_url":"https://github.com/memgraph.png","language":"Python","readme":"\u003ch1 align=\"center\"\u003e\n  Orbicon\n\u003c/h1\u003e\n\u003ch2 align=\"center\"\u003e\n  🔍 Explore Your Community 🧑\n\u003c/h2\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://github.com/memgraph/orbicon/blob/main/LICENSE\"\u003e\n    \u003cimg src=\"https://img.shields.io/github/license/memgraph/orbicon\" alt=\"license\" title=\"license\"/\u003e\n  \u003c/a\u003e\n  \u003ca href=\"https://github.com/memgraph/orbicon\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/PRs-welcome-brightgreen.svg\" alt=\"build\" title=\"build\"/\u003e\n  \u003c/a\u003e\n  \u003ca href=\"#contributors-\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/all_contributors-3-green.svg?style=flat\" /\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n    \u003ca href=\"https://twitter.com/intent/follow?screen_name=memgraphdb\"\u003e\u003cimg\n    src=\"https://img.shields.io/twitter/follow/memgraphdb.svg?label=Follow%20@memgraphdb\"\n    alt=\"Follow @memgraphdb\" /\u003e\u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://github.com/memgraph/orbicon\"\u003e\n    \u003cimg src=\"https://public-assets.memgraph.com/github-readme-images/orbicon-01.png\" \n         alt=\"orbit_and_memgraph\" \n         title=\"orbit_and_memgraph\"\n         style=\"width: 80%\"/\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n**Orbicon** is a centralized place where you can find anything about your\ndeveloper community. **[Orbit](https://orbit.love)** aggregates all sorts of\ndifferent events coming from the community, while\n**[Memgraph](https://memgraph.com)** enriches the data and provides advanced\ninsights based on incremental graph algorithms.\n\nOrbit provides the **Love** metric, which indicates how much a given community\nmember loves your brand. In addition to data coming from Orbit, Memgraph scrapes\nsocial graph data from Github and Twitter. Based on these social networks,\nMemgraph constructs an entirely new membership graph. Memgraph then analyzes\nthis membership graph by applying the following graph algorithms:\n\n* **[PageRank](https://memgraph.com/blog/influencers-among-computer-scientists)**:\n  This algorithm tells us how important each member is.\n* **[Community\n  Detection](https://memgraph.com/blog/community_detection-algorithms_with_python_networkx)**:\n  This algorithm reveals deeper insights about the network structure and\n  possible sub-communities.\n\n## 📚 Data model\n\n\u003cimg\n         src=\"https://user-images.githubusercontent.com/4950251/132960622-c5ebe0b6-1cd5-46d7-9791-67e252aa67d8.png\"\n         alt=\"reddit-network-explorer\" title=\"reddit-network-explorer\"\n         style=\"width: 80%\"/\u003e\n    \n## 👉 Try it out!\n\n* The demo application - **[orbit.memgraph.com](http://orbit.memgraph.com/)**\n* The Memgraph instance - **bolt://orbit.memgraph.com:7687**\n\nTo explore the data, please download [Memgraph\nLab](https://memgraph.com/product/lab). The endpoint is `orbit.memgraph.com` and\nthe port is `7687`.\n\n## 🖥️ Run the app locally\n\n### Running the backend service\n\nThe first thing to do in the root directory is to create a Python virtual\nenvironment:\n```\npython3 -m venv .venv\nsource .venv/bin/activate\n```\n\nAfter that, install all the dependencies with `Poetry`:\n```\ncd backend\npoetry install\n```\n\nFinally, start the backend service with:\n```\npython3 main.py\n```\n\n### Running the frontend service\n\nPosition yourself in the frontend directory, install the dependencies with *npm*\nand run using the following commands:\n```\ncd frontend\nnpm install\nnpm run serve\n```\n\n## ❔ Find out more about Memgraph\n\nMemgraph makes creating real-time streaming graph applications accessible to\nevery developer. Spin up an instance, consume data directly from Kafka, and\nbuild on top of everything from super-fast graph queries to PageRank and\nCommunity Detection.\n* [Memgraph Docs](https://docs.memgraph.com)\n* [Memgraph Download](https://memgraph.com/download)\n\n## Contributors ✨\n\nThanks goes to these wonderful people ([emoji\nkey](https://allcontributors.org/docs/en/emoji-key)):\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section --\u003e\n\u003c!-- prettier-ignore-start --\u003e\n\u003c!-- markdownlint-disable --\u003e\n\u003ctable\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/Josipmrden\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/22621791?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eJosip Mrden\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/gitbuda\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/4950251?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eMarko Budiselic\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/antoniofilipovic\"\u003e\u003cimg src=\"https://avatars.githubusercontent.com/u/61245998?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eAntonio Filipovic\n\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n\u003c/table\u003e\n\n\u003c!-- markdownlint-enable --\u003e\n\u003c!-- prettier-ignore-end --\u003e\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:END --\u003e\n\nThis project follows the\n[all-contributors](https://github.com/all-contributors/all-contributors)\nspecification. Contributions of any kind welcome!\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmemgraph%2Forbicon","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmemgraph%2Forbicon","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmemgraph%2Forbicon/lists"}