Statistics

Data Cleaning Checklist

Generate a quantitative data-cleaning workflow before running inferential statistics.

Build your plan

Data source

Missing data present?

Multiple scale items?

Dates / IDs / categorical codes?

Complete the fields above, then generate your result.

Next step

Combine the tool with other planning resources or human support.

Turn decisions into dated milestones.

Check alignment between questions, data and design.

Discuss the decisions with a suitable specialist.

Human support

Use a live data-analysis session to work through coding, missing data and analysis readiness.