iiRecord
Agentic AI Atlas · pandas
library:pandasa5c.ai
II.
Library JSON

library:pandas

Structured · live

pandas json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · domain/libraries/pandas.yamlCluster · domain
Record JSON
{
  "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"
    }
  ]
}