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Tools in Data Science · End Term · 31 Aug 2025 · May 2025 term · Set QDD1

Question 26: Scenario 3: E-commerce Platform Log Analysis\ You're ana…

Question 26

+1 markOne correct option

Scenario 3: E-commerce Platform Log Analysis
You're analyzing Apache access logs from a major e-commerce platform. The logs contain customer browsing patterns, purchase behaviors, and system performance metrics during Black Friday sales.
Log Format Specification:

Analysis Requirements:
● Filter purchases (POST to /checkout/) during peak hours (12:00-15:59)
● Identify mobile vs desktop traffic patterns
● Track successful transactions (status codes 200-299)
● Analyze product category performance
Based on the above data, answer the given subquestions.

To identify mobile traffic from the UserAgent string, which Python approach provides the most reliable mobile device detection?

  1. A
  2. B
  3. C
  4. D
Show answer

Correct answer

  • B
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Question 26 of 34 in the IIT Madras BS Tools in Data Science (Tools in Data Science (TDS)) End Term paper sat on 31 Aug 2025, in the May 2025 term (IIT M IMPROVEMENT AN EXAM QIA3 31 Aug 2025). It carries 1 mark.

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