{
  "schemaVersion": "1.0",
  "entityFamily": "modules",
  "entityType": "DefinedTerm",
  "entityId": "modules:28",
  "canonicalUrl": "https://babadook.tech/modules/computational-notebooks",
  "machineBaseUrl": "https://babadook.tech/ai/modules/computational-notebooks",
  "name": "Computational Notebooks",
  "aliases": [],
  "summary": "Data analysis that lives inside your knowledge documents. Reactive notebooks where cells automatically recalculate when their data changes — supporting Python, R, and Julia, with live connections to your enterprise data sources.",
  "description": [
    "Data analysis that lives inside your knowledge documents. Reactive notebooks where cells automatically recalculate when their data changes — supporting Python, R, and Julia, with live connections to your enterprise data sources."
  ],
  "sections": [
    {
      "id": "analysis-that-stays-current-81bf00bd-a91e-49a4-8a9b-c3f78fc2d25e",
      "heading": "analysis-that-stays-current",
      "body": [
        "Analysis That Stays Current Traditional notebooks have a dirty secret: hidden state. Cells depend on execution order, and results go stale the moment upstream data changes. MUKR's notebooks are reactive — change a cell, and every dependent cell recalculates automatically. The dependency graph is explicit and visual. Even better: notebooks bind directly to your enterprise data sources. Reference a dataset, and the notebook pulls live data. When the upstream source updates, your analysis refreshes. No more copying CSVs into Jupyter and hoping the numbers are current."
      ],
      "specifications": [],
      "relationships": [],
      "media": [],
      "children": [
        {
          "id": "data-viz-1",
          "heading": "data Viz",
          "body": [],
          "specifications": [],
          "relationships": [],
          "media": [],
          "children": [],
          "sourceBlockType": "unsupported"
        }
      ],
      "sourceBlockType": "content_block",
      "sourceBlockId": "81bf00bd-a91e-49a4-8a9b-c3f78fc2d25e"
    },
    {
      "id": "notebook-capabilities-0251d22b-cd4f-47bb-824f-66829aa8bb6f",
      "heading": "Notebook Capabilities",
      "body": [],
      "specifications": [
        {
          "label": "Languages",
          "value": "Python 3.11+, R 4.3+, Julia 1.9+",
          "group": "spec Items"
        },
        {
          "label": "Execution Model",
          "value": "Reactive — dependencies recalculate automatically",
          "group": "spec Items"
        },
        {
          "label": "Data Binding",
          "value": "Live connections to enterprise datasets",
          "group": "spec Items"
        },
        {
          "label": "Output Types",
          "value": "Tables, charts, maps, 3D visualization, LaTeX, HTML",
          "group": "spec Items"
        },
        {
          "label": "Collaboration",
          "value": "Real-time multi-user editing of shared notebooks",
          "group": "spec Items"
        },
        {
          "label": "Reproducibility",
          "value": "Locked dependency versions with full execution traces",
          "group": "spec Items"
        },
        {
          "label": "Memory",
          "value": "Configurable per kernel, default 8GB",
          "group": "spec Items"
        }
      ],
      "relationships": [],
      "media": [],
      "children": [],
      "sourceBlockType": "product_specification",
      "sourceBlockId": "0251d22b-cd4f-47bb-824f-66829aa8bb6f"
    },
    {
      "id": "features-3",
      "heading": "features",
      "body": [
        "engine: Marimo",
        "reactive: true",
        "reproducible: true",
        "reference binding: true"
      ],
      "specifications": [],
      "relationships": [],
      "media": [],
      "children": [
        {
          "id": "section-1",
          "heading": "Section 1",
          "body": [
            "Python"
          ],
          "specifications": [],
          "relationships": [],
          "media": [],
          "children": []
        },
        {
          "id": "section-2",
          "heading": "Section 2",
          "body": [
            "R"
          ],
          "specifications": [],
          "relationships": [],
          "media": [],
          "children": []
        },
        {
          "id": "section-3",
          "heading": "Section 3",
          "body": [
            "Julia"
          ],
          "specifications": [],
          "relationships": [],
          "media": [],
          "children": []
        }
      ],
      "sourceBlockType": "features"
    }
  ],
  "specifications": [],
  "claims": [],
  "relationships": [
    {
      "type": "products",
      "targets": [
        {
          "id": "4",
          "family": "products",
          "name": "MUKR",
          "slug": "mukr",
          "canonicalUrl": "https://babadook.tech/products/mukr",
          "relationship": "products"
        }
      ]
    },
    {
      "type": "industries",
      "targets": [
        {
          "id": "88",
          "family": "industries",
          "name": "Life Sciences",
          "slug": "life-sciences",
          "canonicalUrl": "https://babadook.tech/industries/life-sciences",
          "relationship": "industries"
        },
        {
          "id": "89",
          "family": "industries",
          "name": "Research & Development",
          "slug": "research-development",
          "canonicalUrl": "https://babadook.tech/industries/research-development",
          "relationship": "industries"
        }
      ]
    },
    {
      "type": "capabilities",
      "targets": [
        {
          "id": "63",
          "family": "capabilities",
          "name": "Computational Notebooks",
          "slug": "computational-notebooks",
          "canonicalUrl": "https://babadook.tech/capabilities/computational-notebooks",
          "relationship": "capabilities"
        }
      ]
    },
    {
      "type": "sub_modules",
      "targets": [
        {
          "id": "24",
          "family": "sub-modules",
          "name": "Productivity Tools",
          "slug": "mukr-productivity-tools",
          "canonicalUrl": "https://babadook.tech/sub-modules/mukr-productivity-tools",
          "relationship": "sub_modules"
        }
      ]
    },
    {
      "type": "use_cases",
      "targets": [
        {
          "id": "33",
          "family": "use-case",
          "name": "Computational Notebooks",
          "slug": "computational-notebooks",
          "relationship": "use_cases"
        },
        {
          "id": "35",
          "family": "use-case",
          "name": "Epistemological Knowledge",
          "slug": "epistemological-knowledge",
          "relationship": "use_cases"
        }
      ]
    },
    {
      "type": "business_sizes",
      "targets": [
        {
          "id": "4",
          "family": "business-size",
          "name": "Enterprise",
          "slug": "enterprise",
          "relationship": "business_sizes"
        },
        {
          "id": "5",
          "family": "business-size",
          "name": "Government",
          "slug": "government",
          "relationship": "business_sizes"
        },
        {
          "id": "3",
          "family": "business-size",
          "name": "Mid-Market",
          "slug": "mid-market",
          "relationship": "business_sizes"
        }
      ]
    }
  ],
  "authors": [],
  "media": [],
  "regulatoryContext": {
    "exportControlAndLicensingReviewRequired": false
  },
  "language": "en",
  "receipt": {
    "sourceBlockCount": 7,
    "projectedBlockCount": 7,
    "sourceValueCount": 25,
    "projectedValueCount": 25,
    "sourceRelationshipCount": 10,
    "projectedRelationshipCount": 10,
    "sourceClaimCount": 0,
    "projectedClaimCount": 0,
    "unknownBlockTypes": [],
    "omittedFields": [],
    "missingValuePaths": [],
    "invalidClaims": [],
    "complete": true
  },
  "contentHash": "aed1ec2881d48253d5c57ad98c80d61347c53aa798b5613369514e972818dc96"
}