Stateology: State-Level Interactive Charting of Language, Feelings, and Values

12/20/2016
by   Konstantinos Pappas, et al.
0

People's personality and motivations are manifest in their everyday language usage. With the emergence of social media, ample examples of such usage are procurable. In this paper, we aim to analyze the vocabulary used by close to 200,000 Blogger users in the U.S. with the purpose of geographically portraying various demographic, linguistic, and psychological dimensions at the state level. We give a description of a web-based tool for viewing maps that depict various characteristics of the social media users as derived from this large blog dataset of over two billion words.

READ FULL TEXT

page 2

page 3

page 4

research
08/21/2023

Comparing Measures of Linguistic Diversity Across Social Media Language Data and Census Data at Subnational Geographic Areas

This paper describes a preliminary study on the comparative linguistic e...
research
03/15/2014

Sensing Subjective Well-being from Social Media

Subjective Well-being(SWB), which refers to how people experience the qu...
research
06/30/2023

SMILE: Evaluation and Domain Adaptation for Social Media Language Understanding

We study the ability of transformer-based language models (LMs) to under...
research
12/22/2017

TFW, DamnGina, Juvie, and Hotsie-Totsie: On the Linguistic and Social Aspects of Internet Slang

Slang is ubiquitous on the Internet. The emergence of new social context...
research
11/12/2020

World Trade Center responders in their own words: Predicting PTSD symptom trajectories with AI-based language analyses of interviews

Background: Oral histories from 9/11 responders to the World Trade Cente...
research
05/22/2017

Latent Human Traits in the Language of Social Media: An Open-Vocabulary Approach

Over the past century, personality theory and research has successfully ...
research
03/07/2022

RumorLens: Interactive Analysis and Validation of Suspected Rumors on Social Media

With the development of social media, various rumors can be easily sprea...

Please sign up or login with your details

Forgot password? Click here to reset