II.
SkillArea JSON
Structured · liveskill-area:data-analysis
Data Analysis json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:data-analysis",
"_kind": "SkillArea",
"_file": "domain/skill-areas/curated-testing-data-ml-skill-areas.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Data Analysis",
"description": "Interpreting datasets to answer questions - exploratory analysis,\ntrend finding, segmentation, and decision-support framing.\n",
"domains": [
"domain:data-science"
],
"expertiseLevels": [
"novice",
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:data-analysis",
"to": "domain:data-science",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:machine-learning",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "required"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:data-visualization",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:feature-engineering",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "required"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:streaming-realtime-processing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "helpful"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:statistical-analysis",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:geospatial-data-analysis",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:data-preprocessing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:data-analytics",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:data-collection",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:time-series-analysis",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:big-data-tools",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:data-quality",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:etl-pipelines",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:spark-jobs",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:dbt-modeling",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:data-lineage",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:data-governance",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:batch-vs-stream-tradeoffs",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:columnar-storage",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:python-data-pipelines",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:data-quality-testing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:data-pipeline-testing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:etl-testing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:reproducibility-testing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:statistical-testing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:data-analysis",
"to": "skill-area:analytics-tracking",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
}
],
"incomingEdges": [
{
"from": "library:matplotlib",
"to": "skill-area:data-analysis",
"kind": "library_used_by",
"attributes": {}
},
{
"from": "library:seaborn",
"to": "skill-area:data-analysis",
"kind": "library_used_by",
"attributes": {}
},
{
"from": "library:numpy",
"to": "skill-area:data-analysis",
"kind": "library_used_by",
"attributes": {}
},
{
"from": "library:pandas",
"to": "skill-area:data-analysis",
"kind": "library_used_by",
"attributes": {}
},
{
"from": "library:polars",
"to": "skill-area:data-analysis",
"kind": "library_used_by",
"attributes": {}
},
{
"from": "skill-area:time-series-analysis",
"to": "skill-area:data-analysis",
"kind": "requires_skill_area"
},
{
"from": "skill-area:statistical-analysis",
"to": "skill-area:data-analysis",
"kind": "requires_skill_area"
},
{
"from": "skill-area:geospatial-data-analysis",
"to": "skill-area:data-analysis",
"kind": "requires_skill_area"
},
{
"from": "skill-area:reproducibility-testing",
"to": "skill-area:data-analysis",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:geospatial-analytics",
"to": "skill-area:data-analysis",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:analytics-dashboard",
"to": "skill-area:data-analysis",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:julia-data-service",
"to": "skill-area:data-analysis",
"kind": "requires_skill_area"
},
{
"from": "tool:tinybird",
"to": "skill-area:data-analysis",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:power-bi",
"to": "skill-area:data-analysis",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:hex",
"to": "skill-area:data-analysis",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:snowflake",
"to": "skill-area:data-analysis",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "lib-agent:data-science-ml--eda-analyst",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:data-science-ml--ml-requirements-analyst",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--bayesian-analyst",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:decision-intelligence--consistency-validator",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:decision-intelligence--experimentation-manager",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:travel--itinerary-narrator",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:travel--sql-query-composer",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:travel--stopover-strategist",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:travel--traveler-profiler",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:travel--trip-scope-planner",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:aerospace-engineering--certification-specialist",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
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"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
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"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
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"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
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"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
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"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:bioinformatics--long-read-specialist",
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"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
"from": "lib-agent:bioinformatics--metagenomics-analyst",
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"kind": "lib_requires_skill_area",
"attributes": {
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}
},
{
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"kind": "lib_requires_skill_area",
"attributes": {
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}
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{
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"attributes": {
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}
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{
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"attributes": {
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{
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"attributes": {
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{
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"attributes": {
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"attributes": {
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{
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"attributes": {
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"attributes": {
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"attributes": {
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