II.
SkillArea JSON
Structured · liveskill-area:data-visualization
Data Visualization json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:data-visualization",
"_kind": "SkillArea",
"_file": "domain/skill-areas/curated-skill-areas.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Data Visualization",
"description": "Presenting data as charts and dashboards - encoding choices,\ninteraction patterns, and trustworthy visual communication.\n",
"domains": [
"specialization:web-development",
"domain:data-science"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:data-visualization",
"to": "specialization:web-development",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:data-visualization",
"to": "domain:data-science",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
},
{
"from": "skill-area:data-visualization",
"to": "skill-area:data-warehouse-modeling",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "helpful"
}
},
{
"from": "skill-area:data-visualization",
"to": "skill-area:visualization-testing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
}
],
"incomingEdges": [
{
"from": "library:three",
"to": "skill-area:data-visualization",
"kind": "used_for"
},
{
"from": "library:d3",
"to": "skill-area:data-visualization",
"kind": "used_for"
},
{
"from": "library:chart-js",
"to": "skill-area:data-visualization",
"kind": "used_for"
},
{
"from": "library:recharts",
"to": "skill-area:data-visualization",
"kind": "used_for"
},
{
"from": "skill-area:visualization-testing",
"to": "skill-area:data-visualization",
"kind": "requires_skill_area"
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:data-visualization",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "stack-profile:geospatial-analytics",
"to": "skill-area:data-visualization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:internal-dashboard",
"to": "skill-area:data-visualization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:analytics-dashboard",
"to": "skill-area:data-visualization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:supply-chain-visibility",
"to": "skill-area:data-visualization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:logistics-fleet-management",
"to": "skill-area:data-visualization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:knowledge-graph-platform",
"to": "skill-area:data-visualization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:survey-forms-platform",
"to": "skill-area:data-visualization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:research-data-platform",
"to": "skill-area:data-visualization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:vulnerability-management-platform",
"to": "skill-area:data-visualization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:ab-testing-platform",
"to": "skill-area:data-visualization",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:python-ml-stack",
"to": "skill-area:data-visualization",
"kind": "requires_skill_area"
},
{
"from": "lib-agent:data-engineering-analytics--bi-analytics-engineer",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:data-science-ml--eda-analyst",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--bi-analyst",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--dashboard-architect",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:bioinformatics--spatial-transcriptomics-analyst",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:physics--outreach-specialist",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:physics--publication-coordinator",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:humanities--digital-humanities-technologist",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:algorithms-optimization--algorithm-visualizer",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:data-science-ml--jupyter-notebook-executor",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:decision-intelligence--data-storytelling",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:decision-intelligence--decision-visualization",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:operations--operational-dashboard-generator",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:project-management--gantt-chart-generator",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:supply-chain--scor-kpi-dashboard-builder",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:bioinformatics--igv-genome-browser",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:bioinformatics--perseus-statistical-analyzer",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:bioinformatics--pymol-visualizer",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:physics--latex-physics-documenter",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:physics--paraview-scientific-visualizer",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--gis-mapping-humanities",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:philosophy--argument-mapping-reconstruction",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:social-sciences--network-analysis",
"to": "skill-area:data-visualization",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "role:reporting-analyst",
"to": "skill-area:data-visualization",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:data-visualization-specialist",
"to": "skill-area:data-visualization",
"kind": "requires_expertise",
"attributes": {}
}
]
}