Which type of unstructured data does an analyst use?

Rationale

Social media posts are a type of unstructured data that an analyst uses.

Unstructured data refers to information that does not have a predefined data model, making it difficult to analyze compared to structured data. Social media posts are rich in content and sentiment, providing valuable insights that analysts can interpret for trends, opinions, and consumer behavior.

A (Ranking of favorite retailers) YOUR ANSWER

This choice represents structured data, as it involves a clear, defined ranking system that can be easily quantified and analyzed. Rankings provide specific, numeric information that does not have the variability or complexity characteristic of unstructured data.

B (Social media posts) CORRECT

Social media posts contain diverse formats such as text, images, and videos, and lack a consistent structure. They are considered unstructured data because they encompass a wide range of content and expressions that require specialized techniques for analysis, such as natural language processing or sentiment analysis.

C (Minutes spent making decisions) YOUR ANSWER

This option describes a quantitative measure that is structured and easily categorized. The time spent is a clear numerical value, allowing for straightforward analysis and comparison, which is contrary to the nature of unstructured data.

D (Number of store visits made) YOUR ANSWER

Similar to option C, this choice reflects structured data that can be easily counted and analyzed. The number of store visits can be organized into a database or spreadsheet, lacking the complex, varied characteristics of unstructured data types.

Conclusion

Analysts utilize unstructured data, such as social media posts, to derive insights from diverse and rich content that traditional structured data cannot provide. While rankings, time spent, and visit counts are valuable metrics, they represent structured data that is easier to analyze. Understanding the difference between these data types is crucial for leveraging data effectively in decision-making processes.

Which type of unstructured data does an analyst use?

Social media posts are a type of unstructured data that an analyst uses.

Related Questions

Related Quizzes

How familiar were you with this question?

Report an Issue

Rate this Practice Test