Data Manipulation Because your secondary data may have been collected for a different purpose, you may not have the exact variables you need for your research. Data manipulation gives you the opportunity to move or rearrange your data without fundamentally changing it (Baty, 2009). Different variables or records are collected from a variety of data sets. Then, you need to combine these data sets to conduct your analysis. This process is called a data merge or append. For example, if the age for …
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