Turn Exploratory Python Notebooks Into Reproducible Apps And Reports With Marimo

---
name: "Turn exploratory Python notebooks into reproducible apps and reports with marimo"
slug: "turn-exploratory-python-notebooks-into-reproducible-apps-and-reports-with-marimo"
description: "Promote notebook work into rerunnable Python artifacts or lightweight apps when an analysis needs to be shared, versioned, and rerun reliably."
github_stars: 20409
verification: "security_reviewed"
source: "https://github.com/marimo-team/marimo"
author: "marimo team"
publisher_type: "organization"
category: "Developer Tools"
framework: "Multi-Framework"
tool_ecosystem:
  github_repo: "marimo-team/marimo"
  github_stars: 20409
---

# Turn exploratory Python notebooks into reproducible apps and reports with marimo

Promote notebook work into rerunnable Python artifacts or lightweight apps when an analysis needs to be shared, versioned, and rerun reliably.

## Prerequisites

Python 3.9+, marimo, notebook or analysis code

## Installation

Use the upstream install or setup path that matches your environment:
- pip install marimo && marimo tutorial intro
- pip install marimo # or conda install -c conda-forge marimo
- pip install "marimo[recommended]"

Requirements and caveats from upstream:
- <em>A reactive Python notebook that's reproducible, git-friendly, and deployable as scripts or apps.</em>
- **marimo** is a reactive Python notebook: run a cell or interact with a UI
- consistent. marimo notebooks are stored as pure Python (with first-class SQL support), executable as scripts,

Basic usage or getting-started notes:
- ⚡️ **reactive**: run a cell, and marimo reactively [runs all dependent cells](https://docs.marimo.io/guides/reactivity.html) or <a href="#expensive-notebooks">marks them as stale</a>
- 🛜 **shareable**: [deploy as an interactive web app](https://docs.marimo.io/guides/apps.html) or [slides](https://docs.marimo.io/guides/apps.html#slides-layout), [run in the browser via WASM](https://docs.marimo.io/gui...
- 🧪 **testable:** [run pytest](https://docs.marimo.io/guides/testing/) on notebooks

- Source: https://github.com/marimo-team/marimo
- Extracted from upstream docs: https://raw.githubusercontent.com/marimo-team/marimo/HEAD/README.md

## Documentation

- https://docs.marimo.io/

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/turn-exploratory-python-notebooks-into-reproducible-apps-and-reports-with-marimo/)