Framework - Structured Data Science in R

Install the Framework package

Configure your global defaults

Project structure philosophy

Project-wide settings

Create your first project

Initialize your environment

Project metadata database

Manage R dependencies

Data Management

Catalog and integrity tracking

Auto-loaded helper functions

Notebook and script starters

Quarto Integration

Notebooks and presentations

Interactive HTML viewer

Save with automatic tracking

Git Integration

Hooks and version control

Claude, Copilot, and more

Speed up expensive operations

Connect to databases and object storage

Database Integration

Query helpers and framework.db

Secrets and session state

Publish to S3 storage

Getting Started

Installation Setup Conventions settings.yml framework.db New Project

Features

scaffold() Packages Data Management Functions Templates Quarto Integration Viewing Work Saving Work Git Integration AI Assistants Caching Connections Environment Publishing

API Reference Blog

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