# Words that Represent Peace

arXiv: https://arxiv.org/abs/2410.03764 · HTML: https://mlsanity.com/paper/2410.03764/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- Builds on 1 of its 16 references that are in the map.
- First posted on arXiv 2 Oct 2024.

## Builds on (most cited first, 1 of 1)

- [Word differences in news media of lower and higher peace countries revealed by natural language processing and machine learning](https://mlsanity.com/paper/2305.12537/) (2023)

## Built on by (most cited first, 1 of 1)

- [AI Application Gives Users Real-Time Feedback on the Level of Peace in the Social Media Videos They Watch](https://mlsanity.com/paper/2601.05232/) (2026)

## Abstract (arXiv)

We used data from LexisNexis to determine the words in news media that best classifies countries as higher or lower peace. We found that higher peace news is characterized by themes of finance, daily actitivities, and health and that lower peace news is characterized by themes of politics, government, and legal issues. This work provides a starting point to measure levels of peace and identify the social processes that underly those words.