Before revision:   We showcase a few examples of the many possible avenues of study we aim to enable including how social amplification can be visualized through 'contagiograms'  .
After revision:  We showcase a few examples of the many possible avenues of study we aim to enable including how social amplification can be visualized through 'contagiograms' . We also present some example case studies that bridge n-gram time series with disparate data sources to explore sociotechnical dynamics of famous individuals, box office success, and social unrest .