Question

What is the relationship between the data life cycle and the data analysis process? how are the two processes similar? how are they different?

Answer 1

Data might be in one of its final stages of data life cycle while undergoing data analysis process. Data analysis is the process of employing tools to alter data, while the data life cycle deals with making educated decisions.

Similarity Between Data Life Cycle and Data Analysis

The similarities between the data life cycle and the data analysis are as follows:

• Both are concerned with examination of data
• Both are data science processes
• Both have a goal to draw inferences based on the given data set

Differences Between Data Life Cycle and Data Analysis

The major contrast between data life cycle and data analysis process is that data life cycle encompasses of phases in the data life cycle for managing data and detecting needs. Data interpretation requires a series of activities known as data analysis. Data analysis is rather concerned with working on the insights gained from the data in its useful life.

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