Data Analysis Methodology

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Define the business problem and questions to answer. Clarify scope, stakeholders, and success criteria.

Analysis Methods

Process Types

Analysts Assigned

Data Scientists Assigned

Phase Notes & Documentation

Identify, collect, and evaluate the data needed. Assess data sources, quality, and ethical considerations.

Clean, transform, and structure raw data. Handle missing values, duplicates, and outliers.

Apply analytical methods to find patterns, trends, and insights that answer the original questions.

Communicate findings clearly to stakeholders through reports, dashboards, or presentations.

Implement recommendations and monitor outcomes. Close the loop by measuring impact.