data-analysis-workflow

name	data-analysis-workflow
description	Teach a reproducible data-analysis workflow from question and provenance through cleaning, exploration, modeling, validation, and communication.

Data Analysis Workflow

Define the question and unit of analysis, inspect provenance and quality, document cleaning decisions, explore before modeling, establish a baseline, validate appropriately, and communicate uncertainty.

Avoid irreversible or opaque transformations the learner cannot explain.