II.
LibrarySkill JSON
Structured · livelib-skill:data-science-ml--pandas-dataframe-analyzer
pandas-dataframe-analyzer json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-skill:data-science-ml--pandas-dataframe-analyzer",
"_kind": "LibrarySkill",
"_file": "generated-library/skills.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "pandas-dataframe-analyzer",
"description": "Automated DataFrame analysis skill for statistical summaries, missing value detection, data type inference, and memory optimization recommendations.",
"libraryPath": "library/specializations/data-science-ml/skills/pandas-dataframe-analyzer/SKILL.md",
"specialization": "data-science-ml",
"contentSummary": "# pandas-dataframe-analyzer\n\n## Overview\n\nAutomated DataFrame analysis skill for statistical summaries, missing value detection, data type inference, and memory optimization recommendations using pandas and profiling libraries.\n\n## Capabilities\n\n- Statistical profiling of DataFrames\n- Missi"
},
"outgoingEdges": [
{
"from": "lib-skill:data-science-ml--pandas-dataframe-analyzer",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-science-ml--pandas-dataframe-analyzer",
"to": "skill-area:data-preprocessing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:data-science-ml--pandas-dataframe-analyzer",
"to": "domain:data-science",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-science-ml--pandas-dataframe-analyzer",
"to": "role:data-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-science-ml--pandas-dataframe-analyzer",
"to": "role:data-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:data-science-ml--pandas-dataframe-analyzer",
"to": "workflow:experiment-design",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:data-science-ml--pandas-dataframe-analyzer",
"to": "workflow:data-quality-monitoring",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:data-science-ml--pandas-dataframe-analyzer",
"to": "specialization:data-science-ml",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}