A security analyst creates a timechart of login failures by source IP. The chart shows expected spikes, but the top 5 IPs account for <10% of all failures. The analyst suspects a DDoS attack using spoofed IPs. Which visualization type would BEST highlight the distribution of failures across all IPs?
Trap 1: Pie chart
Pie charts are ineffective with many small slices.
Trap 2: Scatter plot
Scatter plots show correlation, not distribution.
Trap 3: Stacked column chart
Stacked columns are for part-to-whole over time.
- A
Pie chart
Why wrong: Pie charts are ineffective with many small slices.
- B
Treemap
Treemaps effectively show proportions of many categories.
- C
Scatter plot
Why wrong: Scatter plots show correlation, not distribution.
- D
Stacked column chart
Why wrong: Stacked columns are for part-to-whole over time.