II.
Library JSON
Structured · livelibrary:pandas
pandas json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "library:pandas",
"_kind": "Library",
"_file": "domain/libraries/pandas.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "pandas",
"belongsToLanguageId": "language:python",
"category": "data-structures",
"description": "Python data analysis library providing fast, flexible DataFrame and Series structures.\n"
},
"outgoingEdges": [
{
"from": "library:pandas",
"to": "language:python",
"kind": "belongs_to_language"
},
{
"from": "library:pandas",
"to": "skill-area:python-data-pipelines",
"kind": "library_used_by",
"attributes": {}
},
{
"from": "library:pandas",
"to": "skill-area:data-analysis",
"kind": "library_used_by",
"attributes": {}
},
{
"from": "library:pandas",
"to": "library:polars",
"kind": "alternative_to"
},
{
"from": "library:pandas",
"to": "library:dask",
"kind": "alternative_to"
}
],
"incomingEdges": [
{
"from": "skill-area:python-data-pipelines",
"to": "library:pandas",
"kind": "uses_library"
},
{
"from": "specialization:data-science-ml",
"to": "library:pandas",
"kind": "uses_library"
},
{
"from": "specialization:data-engineering-analytics",
"to": "library:pandas",
"kind": "uses_library"
},
{
"from": "stack-profile:geospatial-analytics",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:batch-processing",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:analytics-dashboard",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:synthetic-data-generation",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:data-warehouse-bi",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:time-series-analytics",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:data-quality-governance",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:research-data-platform",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:infrastructure-cost-optimization",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:siem-platform",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:ab-testing-platform",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:julia-data-service",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:data-pipeline-orchestration",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:etl-reverse-etl",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:python-ml-stack",
"to": "library:pandas",
"kind": "composed_of"
}
]
}