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Designing the Data Analysis Process

Designing a data analysis process involves structured steps to ensure accuracy and relevance in extracting insights from data. Here’s a general framework: 1. Define Objectives Identify the purpose of the analysis. Establish clear, measurable goals. 2. Data Collection Gather relevant data from reliable sources. Ensure data completeness and appropriateness. 3. Data Preparation Clean and preprocess data (e.g., handle missing values, […]