The current product defaults to offering 6 open-source graphs for everyone to experience, which include 3 project-type graphs (Contributions, Ecosystem, Community) and 3 developer-type graphs (Activities, Partners, Interests).
Discover core project contributors: Identify core contributors based on project development activities (Issues, PRs, Commits, CRs, etc.).
Q: Who are the people who have coded for the Apache Spark project?
A: Choose "Project Contribution Graph" - Search for spark - Select apache/spark. You would see core contributors such as HyukjinKwon and dongjoon-hyun, and you might accidentally spot two conspicuous robot accounts, AmplabJenkins and SparkQA, which only participate in CodeReview.
Insight into project ecosystem partners: Extract inter-project development activities, organizations, and other related information to construct the core ecosystem relationships of the project.
Q: What does the surrounding ecosystem of the recently popular open-source large model Llama3 look like?
A: Choose "Project Ecosystem Graph" - Search for llama3 - Select meta-llama3/llama3. You would notice renowned AI projects such as pytorch, tensorflow, and transformers, as well as llama.cpp which has hit tech headlines. A surprising discovery is that ray has quite a few common developers with llama3, which could be worth a deeper investigation.
Analyze the distribution of the project community: Extract core developers' community distribution based on project development activities and developer organizations.
Q: What is the current state of the community after many years of development of the big data engine Flink?
A: Choose "Project Community Graph" - Search for flink - Select apache/flink. You would observe that the main followers of the project come from China, the US, and Germany, and that the Alibaba organization is a mainstay in code contributions.
Showcasing individual open-source contributions: Find core projects participated in based on developer development activities (Issues, PRs, Commits, CRs, etc.).
Q: What open-source projects has Linus Torvalds been involved in recently?
A: Choose "Developer Activity Graph" - Search for torvalds. As expected, the linux project is Torvalds' main focus, but he's also been involved in llvm, mody, libgit2, and has made substantial contributions to the "subsurface", a dive log management tool, showcasing his wide range of hobbies.
Finding open-source partners: Find other developers in the open-source community who collaborate closely with you.
Q: I want to know if there are people in the open-source community who share my passion?
A: Choose "Open-source Partner Graph" - Search for my ID. I'm shocked that so many strangers have followed the same projects as me – there could be new friends worth meeting. Those co-PR collaborators are mostly friends and colleagues I'm familiar with, but it's worth exploring the open-source partners of friends. This is how you come across the "six degrees of connection" in the open-source community.
Discover individual open-source interests: Analyze the developer's technical domain and interests based on the themes and tags of the projects participated in.
Q: What kind of technology is GitHub's most active developer interested in?
A: Choose "Open-source Interest Graph" - Search for sindresorhus (GitHub User Ranking No.1). Overall, sindresorhus shows a keen interest in node, npm, js, and furthermore, his initiated awesome project holds an impressive 300k stars – truly jaw-dropping! Currently, the open-source interest data mainly comes from the project's limited tag information, but we may see better presentations facilitated by AI technology in the future.
