{"id":19539359,"url":"https://github.com/chuxinh/our-data-manual","last_synced_at":"2026-06-09T01:31:38.746Z","repository":{"id":103688205,"uuid":"401046936","full_name":"chuxinh/our-data-manual","owner":"chuxinh","description":"All in one place for our data science learning journey by Chuxin and Melody","archived":false,"fork":false,"pushed_at":"2021-11-30T13:25:36.000Z","size":2155,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-26T04:42:23.327Z","etag":null,"topics":["data-analysis","data-science","machine-learning","python"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/chuxinh.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-08-29T13:20:46.000Z","updated_at":"2021-11-30T13:27:30.000Z","dependencies_parsed_at":"2023-07-07T01:00:14.905Z","dependency_job_id":null,"html_url":"https://github.com/chuxinh/our-data-manual","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/chuxinh/our-data-manual","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chuxinh%2Four-data-manual","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chuxinh%2Four-data-manual/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chuxinh%2Four-data-manual/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chuxinh%2Four-data-manual/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/chuxinh","download_url":"https://codeload.github.com/chuxinh/our-data-manual/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chuxinh%2Four-data-manual/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34088013,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-08T02:00:07.615Z","response_time":111,"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":["data-analysis","data-science","machine-learning","python"],"created_at":"2024-11-11T02:39:10.915Z","updated_at":"2026-06-09T01:31:38.731Z","avatar_url":"https://github.com/chuxinh.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Our Data Manual 📕\n### 🧠 Building our data brain\n\nChuxin and Melody are data professionals working at [Canva](https://www.canva.com/) and [Ethos Life](https://www.ethoslife.com/) respectively. We live on the opposite sides of the Pacific (Sydney and San Francisco), but we share the same passion for continuing our learning in data science.\n\nWe began the project - **Our Data Manual** 📕 in late August 2021. The goal is to create a hub (*initially for our own references only*) for applied data science, machine learning, exploratory analysis and visualisations with handpicked datasets sourced from the internet.\n\n**What's in here**\n- Applied Machine Learning\n- Exploratory Analysis\n- Data Visualisation\n\n**Getting started**\n\nTo clone the repository:\n```\ngit clone git@github.com:chuxinh/our-data-manual.git\n```\n\n### 📬 Stay in touch \n**Chuxin** 📩 [email](mailto:chuxin.huang@yahoo.com) | 🐦 [twitter](https://twitter.com/chuxin_h) | 👩🏻‍💻 [linkedin](https://www.linkedin.com/in/chuxinhuang/)\n\n**Melody** 📩 [email](mailto:mengling_liu0223@berkeley.edu) | 👩🏻‍💻 [linkedin](https://www.linkedin.com/in/melody-liu-58a0a629/)\n\nFeel free to leave us a message or some feedback!\n\n### 👏 References \u0026 Credits\n- [Python Data Science Handbook](https://www.oreilly.com/library/view/python-data-science/9781491912126/) by Jake VanderPlas \n- [Estimating Probabilities with Bayesian Modeling in Python](https://towardsdatascience.com/estimating-probabilities-with-bayesian-modeling-in-python-7144be007815) by Will Koehrsen\n\n\n\u003cp\u003e\u0026nbsp;\u003c/p\u003e\n\n\u003e **Disclaimer**\n\u003e \n\u003e*The work in this Github repository is provided for personal use only, and should not be distributed for commercial purposes.*\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchuxinh%2Four-data-manual","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchuxinh%2Four-data-manual","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchuxinh%2Four-data-manual/lists"}