• MUCH-USED VISUALIZATION

• SPATIAL PLAYER

BEHAVIOR

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Heatmaps

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• 3D GRID

• WHY 3D?

• IN-EDITOR

• ANY SPATIAL POINT

BASED EVENT

• STATIC

• SIMULATE DYNAMIC HEATMAPS

EASY AS PIE…

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ANGRY BOTS

• LOCATION OF PLAYER DEATHS

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• IMBALANCES

• BOTTLENECKS SLICE

AND DICE

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PERFORMING A KILL

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YOU ARE LIKELY TO GET MORE KILLS THAN DEATHS

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RED: HIGH DEATH

BLUE: HIGH KILLS

• RESOURCE USE EVENTS

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• RESOURCE MANAGEMENT USE

TRIGGERING

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• PERFORMANCE

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• TOO PERFORMANCE HEAVY

• BUGS

• DENSITY OF PLAYER ACTIVITY

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• GO?

• PATHS

• WASTED CONTENT

• LOCATION

PURCHASE EVENT

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• QUIT LOCATIONS BREAK

LOCATIONS

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QUITMAP DEATHMAP + QUITMAP

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• SUBTRACTION

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• ADDITION

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• SERIALIZING

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• TIME BINS PLAYER LOCATION

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• ANY

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EXPERIMENT!