Logs and Server Data in Data Science
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Questions and Answers

What type of data is analyzed to gain insights into system performance and user behavior?

  • Transaction data
  • Server logs and application logs (correct)
  • Social media data
  • Customer feedback data

Which of the following is NOT a source of data in data science?

  • Sensor data
  • Transaction data
  • Server logs and application logs (correct)
  • Survey data

What is the primary purpose of analyzing server logs and application logs in data science?

  • To monitor stock market fluctuations
  • To gain insights into system performance and user behavior (correct)
  • To track social media trends
  • To analyze customer demographics

What type of data is commonly used for extracting insights using Natural Language Processing (NLP) techniques?

<p>Unstructured text data (C)</p> Signup and view all the answers

Which of the following is an example of unstructured data suitable for analysis in data science?

<p>Text and documents (D)</p> Signup and view all the answers

What type of data is typically generated by smart devices and industrial sensors?

<p>IoT device data (A)</p> Signup and view all the answers

Which of the following is a common source of publicly available datasets for research and analysis in data science?

<p>Kaggle (B)</p> Signup and view all the answers

What type of data can be published by government agencies and research institutions for analysis?

<p>Demographic data (A)</p> Signup and view all the answers

Which of the following is an example of structured data suitable for analysis in data science?

<p>Spreadsheets with financial data (A)</p> Signup and view all the answers

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