II.
LibrarySkill JSON
Structured · livelib-skill:social-sciences--quantitative-methods
quantitative-methods json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-skill:social-sciences--quantitative-methods",
"_kind": "LibrarySkill",
"_file": "generated-library/skills.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "quantitative-methods",
"description": "Design and execute statistical analyses including regression modeling, hypothesis testing, power analysis, and robustness checks using R, Stata, SPSS, or Python",
"libraryPath": "library/specializations/domains/social-sciences-humanities/social-sciences/skills/quantitative-methods/SKILL.md",
"specialization": "social-sciences",
"contentSummary": "# Quantitative Methods Skill\n\nDesign and execute rigorous statistical analyses for social science research using modern analytical tools.\n\n## Overview\n\nThe Quantitative Methods skill enables design and execution of statistical analyses including regression modeling, hypothesis testing, power a"
},
"outgoingEdges": [
{
"from": "lib-skill:social-sciences--quantitative-methods",
"to": "skill-area:statistical-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:social-sciences--quantitative-methods",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:social-sciences--quantitative-methods",
"to": "skill-area:machine-learning-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:social-sciences--quantitative-methods",
"to": "domain:social-sciences",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:social-sciences--quantitative-methods",
"to": "role:data-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:social-sciences--quantitative-methods",
"to": "role:research-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:social-sciences--quantitative-methods",
"to": "workflow:experiment-design",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:social-sciences--quantitative-methods",
"to": "workflow:peer-review-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:social-sciences--quantitative-methods",
"to": "specialization:social-sciences",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
}
],
"incomingEdges": []
}