{"id":20298561,"url":"https://github.com/empower-ai/dsensei","last_synced_at":"2025-08-01T23:35:35.033Z","repository":{"id":183114859,"uuid":"667703385","full_name":"empower-ai/dsensei","owner":"empower-ai","description":"AI-powered key driver analysis tool that pinpoints root cause behind metrics fluctuation in one minute.","archived":false,"fork":false,"pushed_at":"2023-12-01T05:47:25.000Z","size":15746,"stargazers_count":263,"open_issues_count":8,"forks_count":13,"subscribers_count":9,"default_branch":"main","last_synced_at":"2025-03-31T18:21:13.291Z","etag":null,"topics":["analytics","business-analytics","business-intelligence","data","data-analytics","data-insights","data-science"],"latest_commit_sha":null,"homepage":"https://dsensei.app","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/empower-ai.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,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2023-07-18T05:56:04.000Z","updated_at":"2025-03-10T12:09:20.000Z","dependencies_parsed_at":null,"dependency_job_id":"9b60a91c-9c36-4f7d-b7b0-533157625779","html_url":"https://github.com/empower-ai/dsensei","commit_stats":null,"previous_names":["dsensei/dsensei-insight","empower-ai/dsensei"],"tags_count":4,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/empower-ai%2Fdsensei","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/empower-ai%2Fdsensei/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/empower-ai%2Fdsensei/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/empower-ai%2Fdsensei/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/empower-ai","download_url":"https://codeload.github.com/empower-ai/dsensei/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247767236,"owners_count":20992548,"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":["analytics","business-analytics","business-intelligence","data","data-analytics","data-insights","data-science"],"created_at":"2024-11-14T16:10:17.657Z","updated_at":"2025-04-08T03:14:27.636Z","avatar_url":"https://github.com/empower-ai.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# \u003cimg valign=\"middle\" src=\"https://github.com/logunify/dsensei/blob/main/docs/images/logo.png\" width=\"65\" height=\"65\"/\u003e DSensei\n\n[![Discord](https://img.shields.io/badge/discord-@DSensei-blue.svg?logo=discord)](https://discord.gg/6h5cdNhK)\n\n## Introduction\n\nhttps://github.com/dsensei/dsensei/assets/1261809/85d9094c-ae12-4bae-b15c-0e8cc1368729\n\nThe video is muted by default, 🎧 Unmute for audio explanations and improve your viewing experience!\n\n### Quick Start\n\nLive Demo\n\n[https://app.dsensei.app](https://app.dsensei.app)\n\nRunning Locally\n\n```shell\ndocker run -p 5001:5001 dsenseiapp/dsensei:latest\n```\n\nOpen [http://localhost:5001](http://localhost:5001)\n\n## Table of Contents\n\n- [What is DSensei](#What-is-DSensei)\n- [Setup](#Setup)\n- [Contact](#Contact)\n\n## What is DSensei\n\nDSensei is an AI-powered key driver analysis engine that can\npinpoint the root cause of metric fluctuations within one minute. We\nsave data teams hours to days of manual work on root cause analysis\nand help organizations uncover critical drivers and segments that\nare otherwise easy to overlook.\n\nDSensei overcome the limitation of existing BI tools to empower you\nto understand the \"why\" behind metric fluctuations to inform better\nbusiness decisions more effectively. Checkout our [blog](https://www.dsensei.app/article/why-do-you-need-a-key-driver-analysis-engine)\nfor more details.\n\n## Setup\n\nThere are multiple ways to run DSensei on your machine.\n\n### Using Docker (recommended)\n\nThe recommended way is to use the official Docker image. Make sure you have Docker installed on your system, then run the following command:\n\nIf you use CSV data source:\n\n```shell\ndocker run -p 5001:5001 dsenseiapp/dsensei:latest\n```\n\nIf you use BigQuery data source:\n\n```shell\ngcloud auth application-default login\ndocker run -p 5001:5001 -v ~/.config:/root/.config -e GCLOUD_PROJECT=$GOOGLE_PROJECT dsenseiapp/dsensei:latest\n```\n\nReplace the `$GOOGLE_PROJECT` with your own GCP project name.\n\nThis will pull the latest version of the DSensei-insight image and start the application on port 5001.\n\n### Running from code\n\nTo run the application locally without Docker, you need to have `python3` and `nodejs-18` installed on your system, then follow these steps.\n\n1. First, navigate to the `frontend` directory and install dependencies using pnpm `pnpm install` or npm `npm install`\n2. Then build the frontend `npm run build`\n3. Switch to the `backend` directory and install python dependencies: `python install -r requirements.txt`\n4. Finally, run the application by executing the following command in the backend directory `flask run -p 5001`\n\n## Contact\n\nPlease submit your bug report or feature request directly on github or in our [discord group](https://discord.gg/6h5cdNhK). We appreciate all your feedback!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fempower-ai%2Fdsensei","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fempower-ai%2Fdsensei","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fempower-ai%2Fdsensei/lists"}