[Feature] exclude outlier from developer collaboration network

hypertrons / hypertrons-crx

A browser extension for insights into GitHub, Gitee projects and developers.

https://hypercrx.cn

Apache License 2.0

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[Feature] exclude outlier from developer collaboration network #350

Closed johnnychen94 closed 1 month ago

johnnychen94 commented 2 years ago

Type of Issue

What types of issue have you found with hypertrons-crx? Put an x in the boxes that apply

[ ] Bug
[x] Feature Request
[ ] Performance issue
[ ] Help Wanted
[ ] Documention incomplete
[ ] Test Improvement
[ ] Raise a Question

Introduction to the issue

Example user link: https://github.com/timholy

The bot users are obvious outliers and I believe it gives better result by excluding them when building the graph

tyn1998 commented 2 years ago

Hi @johnnychen94 , thanks for your advice! Since Hypercrx is a tool to demonstrate datas from X-lab, so we can not exclude those bots on our side. Yet, members from X-lab are working on this and they did some research on this topic. You can follow open-research to keep updated with their learning.

tyn1998 commented 1 year ago

Dr. Bi @bifenglin has been conducting a research on GitHub bot detecting (detect bots including those are not marked as bot but actually behave like a bot).

After he finishes his research and OpenDigger implements the method proposed in his paper, we can continue to work on this feature :)

wangyantong2000 commented 1 month ago

At present, the graph data in HyperCRX is no longer provided by OpenDigger and has been replaced entirely with OSGraph. This issue can be considered for closure.