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5 Essential Stages of Data Analysis

We’ll explore the 5 stages in a way that’s both practical and grounded in real-world examples
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Stage 1: Data Acquisition

The challenge is which data matters, how to obtain it reliably, and how to organize it for meaningful analysis
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Stage 2: Cleaning & Preparing Data

This article will guide you through the essential stages of cleaning and preparing data.
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Stage 3: Analysis & Modeling

Turning raw transactions into meaningful information allows businesses to make informed decisions.
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Stage 4: Presentation

Trends revealed in data become the stories that guide action.
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Stage 5: Taking Action

Once insights have been interpreted, the next step is to convert them into actionable steps.