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Tools in Data Science · End Term · 31 Aug 2025 · May 2025 term · Set QIA3

Question 30: Scenario 3: Gaming Platform User Behavior Analysis\ You'…

Question 30

+1 markOne correct option

Scenario 3: Gaming Platform User Behavior Analysis
You're analyzing server logs from a multiplayer gaming platform during a major tournament event. The logs contain player actions, performance metrics, and system resource utilization data.

Analysis Requirements:
●Filter competitive gaming actions (kills, deaths, objectives) during tournament hours (14:00- 20:59)
●Differentiate between PC and console gaming patterns
●Track successful game events (status codes 200-299)
●Analyze player performance across different game modes
Based on the above data, answer the given subquestions.

For processing massive gaming log files (100GB+) with memory constraints, which Python approach provides optimal performance?

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

Correct answer

  • B
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Question 30 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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