1.Analyzing Divergence in Engagement Metrics
Line chart and scatter plot · 2026
A content analyst used a dual-axis line graph and scatter plot dashboard to investigate the divergence between passive reach and active virality. The time series tracked total views peaking near 15.5M and total forwards hitting approximately 66k from January 2016 through early 2022. A logarithmic scatter plot mapped views up to 1M against forwards up to 10k, color-coded by positive, neutral, and negative sentiment. This visualization proved that high views do not guarantee high forwards, identifying outlier posts that punch above their weight in viral sharing.
What it shows:
How to visualize the disconnect between passive impressions and active engagement.




