The purpose of this study is to analyze the regional difference of spatial distribution of residential satisfaction by extracting the elements of residential satisfaction in the text of tweet data. We determined three themes such as “safety”, “amenity” and “convenience”, base search terms by theme. And we detailed the search terms by base search term in order to retrieve the tweets related to the satisfaction of residential environments. We analyzed the selected tweets and visualized the results of analysis on the map and then investigated the satisfaction of residential environments through the index analysis which was a proportion of tweet ratio of theme to whole tweet ratio by region This study shows that it may replace the offline survey method by the analysis of tweets on SNS in investigating the satisfaction of residential environments by regions in South Korea.
Kang, Youngok; Park, Jaehee; and Kang, Aetti
"An Analysis on the Spatial Characteristics of Satisfaction on the Residential Environment Using Tweets,"
International Journal of Geospatial and Environmental Research: Vol. 1
, Article 5.
Available at: https://dc.uwm.edu/ijger/vol1/iss2/5