Question 7A data professional at a manufacturing company is tasked with identifying which machines are most likely to need repairs. In the analyze phase of the data analysis process, what activities might this involve? Select all that apply.1 pointPrepare a report for the stakeholdersGet input from colleagues on the data team Format the data to filter for machines that need the most maintenanceOrganize a dataset by machine type and performance levels
Question
Question 7A data professional at a manufacturing company is tasked with identifying which machines are most likely to need repairs. In the analyze phase of the data analysis process, what activities might this involve? Select all that apply.1 pointPrepare a report for the stakeholdersGet input from colleagues on the data team Format the data to filter for machines that need the most maintenanceOrganize a dataset by machine type and performance levels
Solution
In the analyze phase of the data analysis process, the data professional at a manufacturing company might be involved in the following activities:
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Format the data to filter for machines that need the most maintenance: This involves cleaning and organizing the data in a way that makes it easier to identify the machines that require the most maintenance. This could involve removing irrelevant data, dealing with missing or inconsistent data, and creating a format that highlights the machines with the most frequent or severe maintenance issues.
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Organize a dataset by machine type and performance levels: This involves categorizing the data based on the type of machine and its performance levels. This could help in identifying patterns or trends, such as certain types of machines needing more maintenance than others, or machines performing at certain levels being more likely to need repairs.
The options "Prepare a report for the stakeholders" and "Get input from colleagues on the data team" are typically part of the interpret or communicate phase of the data analysis process, not the analyze phase.
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