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

Question 22: Scenario 3: E-commerce Platform Log Analysis\ You're ana…

Question 22

+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 extract essential fields for the analysis "mobile checkout transactions between 12:00-15:59 with successful status codes", which data elements are required?

  1. A

    IP, UserAgent, Referrer, VirtualHost

  2. B

    Timestamp, HTTP_METHOD, URL, StatusCode, UserAgent

  3. C

    RemoteUser, AuthUser, ResponseSize, ServerIP

  4. D

    IP, Timestamp, Referrer, ResponseSize

Show answer

Correct answer

  • B

    Timestamp, HTTP_METHOD, URL, StatusCode, UserAgent

See the whole paperTake it as a mock test

Question 22 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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