Which of the following best defines the role of a data

Solution

The role of a data analyst is to transform raw data into actionable insights that help drive business strategies. While data analysts often perform data collection and cleaning, their primary responsibility is to analyze the data and interpret the findings to support decision-making. By aligning the analysis with organizational goals, they help stakeholders make informed decisions to improve performance and achieve business objectives. This can include creating reports, dashboards, and data visualizations to effectively communicate insights. Why Other Options Are Wrong : A) Incorrect : Data analysts do more than just gather data and prepare reports. Their role involves understanding the data, identifying trends, and interpreting insights that guide decision-making. C) Incorrect : While data collection and cleaning are crucial, they are just part of the data analysis process. The core responsibility lies in interpreting and applying data to business challenges. D) Incorrect : Building predictive models is more of a data scientist's role. Data analysts focus on understanding past and current data to help businesses make decisions, rather than building complex predictive models. E) Incorrect : Developing machine learning algorithms for real-time data processing is typically within the domain of data scientists or engineers, not data analysts.