Question

Distinguish between data collection and data generation. Discuss the various tools used in

Answer 1

Answer:

Data collected os a collection whuc help is to improve our data speed and data generation is use of data

Answer 2

Difference between data collection and data generation:

• Data collection is a process of gathering data from various sources about a specific topic that is being studied. The sources from which you have collected data should be reliable and data should be genuine to refer for further studies.
• On the other hand, data generation is a process of data formation or data creation from a sampled data source. Always remember that after data generation, data collection takes place.
• There are various data collection tools and the basic tools for collecting data are interviews, focus groups, surveys, and observation.
• Likewise, there are also various data generation tools, but the popular tools for generating data are Random Test Data Generators, Goal-Oriented Test Data Generators, Pathwise Test Data Generators, and Intelligent Test Data Generators.

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