SciSkillHub Metrics

Skill 统计总览

查看 skill 总量、结构化注释覆盖率、Top-Level Object / Domain / 研究阶段分布,以及任务功能热点。

Skill 总数
4190
last updated: 2026-06-01 18:47:33
分类数
9
distinct categories
核心完整注释
4190
100.0%
Use Case 已注释
4190
100.0%

Object 分布

Software and Tools
2130 · 50.8%
Methods and Techniques
1939 · 46.3%
Research Capabilities
789 · 18.8%
Data and Resources
590 · 14.1%
Standards and Guidelines
448 · 10.7%
Concepts and Theory
58 · 1.4%
Instruments and Equipment
6 · 0.1%

Domain 分布

Computational Sciences
2191 · 52.3%
Life Sciences
2126 · 50.7%
Medical and Health Sciences
2061 · 49.2%
General Research
1024 · 24.4%
Mathematical and Statistical Sciences
605 · 14.4%
Engineering and Technology
472 · 11.3%
Chemical Sciences
304 · 7.3%
Physical Sciences
114 · 2.7%

Stage 分布

Data Processing
1929 · 46.0%
Data Analysis and Modeling
1891 · 45.1%
Validation and Interpretation
929 · 22.2%
Reproducibility, Collaboration and Management
861 · 20.5%
Writing and Publication
678 · 16.2%
Visualization and Presentation
671 · 16.0%
Data / Sample Acquisition
593 · 14.2%
Study Design
425 · 10.1%

Tasks 热点

Clinical Variant Interpretation
18 · 0.4%
Protein Structure Prediction
16 · 0.4%
Cell Type Annotation
15 · 0.4%
GWAS Association Testing
13 · 0.3%
Variant Filtering
12 · 0.3%
Immune Repertoire Analysis
11 · 0.3%
Variant Calling
11 · 0.3%
Omics Biomarker Feature Selection
10 · 0.2%
TF Motif Enrichment Analysis
10 · 0.2%
Clinical Variant Annotation
8 · 0.2%