BUSINESS ADMINISTRATION
BUSINESS ANALYTICS
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Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
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Data Collection & Storage
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Exploration & Visualization
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Data Preparation
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Experimentation & Prediction
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Detailed explanation-1: -Data scientists spend 60% of their time on cleaning and organizing data. Collecting data sets comes second at 19% of their time, meaning data scientists spend around 80% of their time on preparing and managing data for analysis.
Detailed explanation-2: -However, once in the role, data scientists face a harsh reality. 80% of their time is spent cleaning and organizing data – manual, tedious work that’s far from glamorous. 76% of data scientists say this is the least enjoyable part of the job.
Detailed explanation-3: -A data scientist’s job is to gather a large amount of data, analyze it, separate out the essential information, and then utilize tools like SAS, R programming, Python, etc. to extract insights that may be used to increase the productivity and efficiency of the business.
Detailed explanation-4: -The survey also revealed that 57% of the data scientists consider cleaning and organizing data-as the most boring and least enjoyable task of the data science process and 19% consider collecting datasets as the least enjoyable task.