# Computational Notebooks

Canonical URL: https://babadook.tech/modules/computational-notebooks
Entity: modules
Content hash: aed1ec2881d48253d5c57ad98c80d61347c53aa798b5613369514e972818dc96

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.

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.

## analysis-that-stays-current

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.

### data Viz

## Notebook Capabilities

- **Languages:** Python 3.11+, R 4.3+, Julia 1.9+
- **Execution Model:** Reactive — dependencies recalculate automatically
- **Data Binding:** Live connections to enterprise datasets
- **Output Types:** Tables, charts, maps, 3D visualization, LaTeX, HTML
- **Collaboration:** Real-time multi-user editing of shared notebooks
- **Reproducibility:** Locked dependency versions with full execution traces
- **Memory:** Configurable per kernel, default 8GB

## features

engine: Marimo

reactive: true

reproducible: true

reference binding: true

### Section 1

Python

### Section 2

R

### Section 3

Julia

## Relationships

### products

- MUKR — https://babadook.tech/products/mukr

### industries

- Life Sciences — https://babadook.tech/industries/life-sciences
- Research & Development — https://babadook.tech/industries/research-development

### capabilities

- Computational Notebooks — https://babadook.tech/capabilities/computational-notebooks

### sub modules

- Productivity Tools — https://babadook.tech/sub-modules/mukr-productivity-tools

### use cases

- Computational Notebooks
- Epistemological Knowledge

### business sizes

- Enterprise
- Government
- Mid-Market