Changing neighborhoods, shifting connections: mapping relational geographies of gentrification using social media data
نویسندگان
چکیده
New sources of ‘big data’ are regularly described as revolutionizing the study urban life. Of particular interest is analyzing gentrification, which has proven a challenging endeavor with conventional methods. Big data may offer new approach to persistent problem defining and measuring while also allowing us rethink broader questions about theory methodology in geography. Using geotagged Twitter data, we demonstrate how changing geographies users’ tweets proxies for evolving social spatial contours neighborhoods. We use case Lexington, Kentucky analyze mobilities relational connections neighborhood residents visitors gentrification intensified over time. argue that these kinds big allow an analytical focuses on dynamic, between people places, provides useful, additional avenue understanding process complex multifaceted gentrification.
منابع مشابه
Relational Modeling in Social Media
Relational Modeling has been gaining traction towards the support of collective intelligence. Here, we explore the performance of Relational Classification as compared to both supervised and unsupervised Machine Learning methodologies. These techniques are applied to Social Media-based data sources with the goal of understanding consumer behavior. We demonstrate that Relational Modeling can pro...
متن کاملSocio-spatial Self-organizing Maps: Using Social Media to Assess Relevant Geographies for Exposure to Social Processes
Social Media offers a unique window into measuring attitudes like racism and homophobia, which could be relevant social determinants in human immunodeficiency virus (HIV) risk. However, individual Tweets can be noisy and existing areas by which exposures are measured, like Zip codes, average over administratively-defined boundaries, limiting the use of the precise geo-information linked to soci...
متن کاملTalent mobility and the shifting geographies of Latourian knowledge hubs
This paper outlines how the mobility of academic talent as a significant dimension of highly skilled migration has impacted on the formation and shifting of global knowledge centres. By conceptualising talent mobility as an integral part of multifold mobilisation processes in Latourian centres of calculation, the paper aims to contribute to an ongoing development of the theoretical resources un...
متن کاملRegeneration-led gentrification; a comparative study of Atabak and Khani-Abad neighborhoods in Tehran
The concept of "gentrification" is becoming an important and widespread phenomenon in most of the world's cities, both developed and developing. Consequently, many people have forcibly left their places or have lived at a higher cost. Therefore this phenomenon has become one of the most controversial issues of urban studies in recent years and can be analyzed as an influential and underlying fa...
متن کاملThe Role of Virtual Media in Changing Social Values with an Emphasis on Telegram and Facebook Social Networks
This study aims to investigate the role played by social networks, including Facebook and Telegram, in changing the social life styles of the young and middle-aged generations of Iranian society. The research method consists of survey group of 512 people of the young and middle-aged generations selected from 5 provinces using multi-stage cluster sampling. Data were collected using a research-ma...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Urban Geography
سال: 2021
ISSN: ['1938-2847', '0272-3638']
DOI: https://doi.org/10.1080/02723638.2021.1888016