Systematic Dataset Discovery

• ID: CDI-ECO-007
• Type: Ecosystem Guide Profile
• Audience: Researchers, analysts, bioinformatics teams, and learners
• Theme: Finding suitable public datasets systematically

Systematic Dataset Discovery helps turn a research question into a transparent dataset selection process.

Role in the CDI ecosystem

This guide sits between the research question and data acquisition.

It helps identify, screen, prioritize, and document public datasets before downstream analysis begins.

Public short introduction

Systematic Dataset Discovery helps researchers move from broad research questions to eligible public datasets using a transparent and reproducible screening workflow.

Public long introduction

Systematic Dataset Discovery is a CDI guide for finding and evaluating public datasets before analysis begins. It supports reproducible research by making dataset search, screening, inclusion, exclusion, and prioritization more transparent. The guide is especially useful when public omics datasets need to be selected carefully before acquisition and analysis.

Suggested call to action

Use this guide when the first challenge is finding the right dataset.