What are the key differences and similarities between data manipulation and data analysis?

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Data manipulation and data analysis are two essential skills for anyone who works with data, whether in business, research, or education. But what exactly do they mean, and how are they different and similar? In this article, you will learn the definitions, purposes, and processes of data manipulation and data analysis, as well as some common tools and techniques for both. You will also discover how they relate to data science, the broader field that encompasses them.

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