The Narrative Fingerprint: Detecting Repeated Themes In Political Speech

 

Political speeches often follow patterns, evoke powerful feelings, and replay the same events over and over. By looking into these features in a systematic and unbiased way, the public will be better able to identify the kind of persuasion that is common vs. the kind that consistently favors a single point of view.

 

·         Tracking word repetition

·         Pinpointing frequently used themes

·         Assessing the emotions being touched

·         Navigating the difference between patterns and evidence

 

Ø  Tracking word repetition

 

Politician bias analytics can detect a speaker's repeated use of words, phrases, and the like in a very large number of speeches, interviews, debate appearances, political rallies, and press releases. The fact that something is consistently repeated often is an indication of the issue or the explanation that receives the most attention.

 

Ø  Pinpointing frequently used themes

 

A political message is the way a political issue or topic is being presented or framed. The same economic issue can be depicted by, for example, the number of jobs, taxes, government spending, and/or household income. Examining these frames allows one to see the different interpretations in their most basic way.

 

Ø  Assessing the emotions being touched

 

More than just reading a person's facial expressions or detecting the mood, Analytics pick out the tone of sentiment as well as the expressions of feelings such as fear, anger, happiness, and, of course, the sense of urgency. While Biasly doesn't automatically expose a speaker to being labeled as a propagandist, it can certainly serve as a sign that the communication needs further inspection.

 

Ø  Navigating the difference between patterns and evidence

 

Politician bias analytics can find the odd patterns of repetition, picking favorites in framing, and altering language, but by themselves these findings can't be used to prove the political statement to be propaganda. It is the job of Researchers to compare their claims with pieces of evidence, independent accounts, documents, and other points of view before they decide the situation.
Location: United States

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