Data & Analytics · By Light0305

Finds usable public datasets, judges whether the data can support a research idea, and checks train and test splits for leakage before results are trusted.

Light0305/Light-skills

Builds the code for a frozen research experiment test-first, with leakage controls, seed handling and saved evidence so results can be rerun and audited.

Light0305/Light-skills

Light 科研主线第 9 步·图表：图服务论点（每图支撑哪条 claim、删了缺什么）+ 出版级规格（栏宽/字号/色盲安全/ 误差棒+n+显著性）+ 视觉诚实（不偷偷截 y 轴/不双 y 轴伪相关/不 jet-rainbow）+ 渲染后多模态「真看一眼」+ 论文数据图程序化生成绝不 AI 生图。何时用：结果分析做完要画论文图表 / 规划一组图（图清单+预算+反冗余）/ 选图型 /…

Light0305/Light-skills

Light 科研主线第 7 步·结果分析：不描述好坏、解释「为什么」，把每条结论绑死到 claim + 证据强度，并防 p-hacking。

Light0305/Light-skills