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Dataset 1

Analytica first dataset

Made by @Abdulla Sabith

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1: The "Sue the Supplier" Strategy The Legal Team is ready to file a $100M lawsuit against VoltMax, claiming their batteries are the sole cause of the fires. Based on your data cleaning and merging, what is your recommendation to the board?

20s

File the suit; the data shows VoltMax has a 90% failure rate.

File the suit; but only against the VK-90 model line.

Block the suit; failures are happening across all suppliers equally once the data is merged.

Delay the suit; the data is too messy to conclude anything about suppliers.

2: The "Austin Grounding" Panic A news outlet reports that drones in Texas are reaching "lethal temperatures" (110+∘C). The PR team wants to ground all Austin flights immediately. What does your normalized data suggest?

20s

Support the grounding; Austin drones are indeed overheating.

Dismiss the report; the "high" temps are a Fahrenheit-to-Celsius unit error in the logs.

Ground the drones; but only those flying near the Austin factory.

Support the grounding; but only for drones with QC scores below 50.

3: The "Ghost in the Machine" Theory Engineers see 0.0∘C readings and think the sensors are being hacked to hide overheating. They want to shut down the global telemetry server. Your analysis shows:

20s

Shut it down; 0.0∘C is a confirmed precursor to every fire.

Keep it running; these are random sensor "ghost" drops and have no correlation with incidents.

Keep it running; but ignore all data from the Shenzhen factory.

Shut it down; but only for drones running Firmware v1.0.9.