Historical patterns of rice farming explain modern-day language use in China and Japan more than modernization and urbanization

08/29/2023
by   Sharath Chandra Guntuku, et al.
0

We used natural language processing to analyze a billion words to study cultural differences on Weibo, one of China's largest social media platforms. We compared predictions from two common explanations about cultural differences in China (economic development and urban-rural differences) against the less-obvious legacy of rice versus wheat farming. Rice farmers had to coordinate shared irrigation networks and exchange labor to cope with higher labor requirements. In contrast, wheat relied on rainfall and required half as much labor. We test whether this legacy made southern China more interdependent. Across all word categories, rice explained twice as much variance as economic development and urbanization. Rice areas used more words reflecting tight social ties, holistic thought, and a cautious, prevention orientation. We then used Twitter data comparing prefectures in Japan, which largely replicated the results from China. This provides crucial evidence of the rice theory in a different nation, language, and platform.

READ FULL TEXT

page 2

page 11

page 27

research
08/24/2021

Morality-based Assertion and Homophily on Social Media: A Cultural Comparison between English and Japanese Languages

Moral psychology is a domain that deals with moral identity, appraisals ...
research
07/05/2018

Detecting Socio-Economic Impact of Cultural Investment Through Geo-Social Network Analysis

Taking advantage of nearly 4 million transition records for three years ...
research
05/21/2023

Word differences in news media of lower and higher peace countries revealed by natural language processing and machine learning

Language is both a cause and a consequence of the social processes that ...
research
06/09/2023

Quantitative Analysis of Cultural Dynamics Seen from an Event-based Social Network

Culture is a collection of connected and potentially interactive pattern...
research
02/07/2022

Mental Disorders on Online Social Media Through the Lens of Language and Behaviour: Analysis and Visualisation

Due to the worldwide accessibility to the Internet along with the contin...
research
07/22/2020

Wide-scale assessment of cultural ecosystem services in coastal areas using graph theory on social media data

Cultural Ecosystem Services (CES) assessment at large scales is crucial ...
research
08/01/2021

Geolocation differences of language use in urban areas

The explosion in the availability of natural language data in the era of...

Please sign up or login with your details

Forgot password? Click here to reset