P
ENT-00002120 · AI Infrastructure

pandas

pandas is a framework / tooling system associated with pandas.

Level V — PersistentActiveDocumented
Human readable record

Overview

pandas is an AI infrastructure or development system associated with pandas. It is documented as data analysis library.

Timeline

  1. 2008Public release or publication

    pandas appears in public documentation or research records associated with pandas.

Capabilities

AI development infrastructureFramework or tooling documentationDeveloper workflow supportPublic source anchoringRelationship graph compatibility

Known limitations

Capabilities depend on software version, installation context and supported integrations.Project scope can change through releases and community development.
Technical and registry detail

Technical description

Structured infrastructure record for pandas. The technical layer identifies the framework or tooling role, developer organization, source repository or documentation page, use context and relationship targets.

Controlled tags

AI InfrastructureFrameworkMachine Learning
Relationship graph
pandas
CreatorWes McKinney / pandas contributors

Wes McKinney / pandas contributors is documented as creator, contributor or originating team for pandas.

Associated organizationpandas

pandas is the organization or institutional context associated with pandas.

ClassificationFramework / Tooling System

pandas is classified as Framework / Tooling System.

Machine readable layer

Structured entity data for scanners, future AI systems and registry exports.

{
    "@context": "https://schema.org",
    "@type": "Thing",
    "identifier": "ENT-00002120",
    "name": "pandas",
    "alternateName": [],
    "additionalType": "AI Infrastructure",
    "description": "pandas is a framework / tooling system associated with pandas.",
    "creator": "Wes McKinney / pandas contributors",
    "url": "entity.php?id=ENT-00002120",
    "sameAs": "https://github.com/pandas-dev/pandas",
    "lxkeysWorld": {
        "classification": "Framework / Tooling System",
        "organization": "pandas",
        "originContext": "AI infrastructure",
        "firstPublicAppearance": "2008",
        "currentStatus": "Active",
        "registryStatus": "Documented",
        "spatiumIndex": {
            "total": 88,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 25,
            "level": "Level V — Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:33:48+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:33:48+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "reviewed_utc": "2026-06-17T01:33:48+00:00",
            "reviewed_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "capabilities": [
            "AI development infrastructure",
            "Framework or tooling documentation",
            "Developer workflow support",
            "Public source anchoring",
            "Relationship graph compatibility"
        ],
        "limitations": [
            "Capabilities depend on software version, installation context and supported integrations.",
            "Project scope can change through releases and community development."
        ],
        "tags": [
            "AI Infrastructure",
            "Framework",
            "Machine Learning"
        ],
        "timeline": [
            {
                "date": "2008",
                "title": "Public release or publication",
                "description": "pandas appears in public documentation or research records associated with pandas."
            }
        ],
        "relationships": [
            {
                "target": "Wes McKinney / pandas contributors",
                "type": "Creator",
                "description": "Wes McKinney / pandas contributors is documented as creator, contributor or originating team for pandas.",
                "evidence_level": "documentary"
            },
            {
                "target": "pandas",
                "type": "Associated organization",
                "description": "pandas is the organization or institutional context associated with pandas.",
                "evidence_level": "documentary"
            },
            {
                "target": "Framework / Tooling System",
                "type": "Classification",
                "description": "pandas is classified as Framework / Tooling System.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official documentation",
                "url": "https://github.com/pandas-dev/pandas",
                "source_type": "Official Source",
                "verification_status": "verified"
            }
        ]
    }
}
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