The Data Analytics Process
From Data Collection to Decision
A structured analytics process ensures that business data is transformed into reliable insights through systematic stages of preparation and analysis.
- Define the business problem.
- Collect relevant data.
- Clean and validate the data.
- Analyze the data.
- Interpret the findings.
- Communicate results through reports and dashboards.
- Support business decisions.
Tip
Spending time preparing clean data often improves analysis more than using complex analytical techniques.
Summary
A disciplined analytics process produces trustworthy insights that support effective business reporting.