£105.00

CRC Press - Subjective Well-Being and Social Media Book

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Description

Subjective Well-Being and Social Media: Reconciling Big Data and Statistics offers a deep look into how social networking sites provide unprecedented amounts of information. This book demonstrates how to build new composite indicators of subjective well-being by using data from digital platforms. These indicators act as a complement to official statistics and surveys, which often suffer from low temporal and geographical resolution. Readers will learn how to address the specific challenges of digital data, including methods to solve selection bias issues inherent in social media datasets. By combining textual analysis, machine learning, and time series analysis, this work provides a framework for understanding human well-being in the digital age. It is an essential resource for those studying the intersection of sociology, data science, and big data analytics.

Key Features

Exploits information from social networking sites to build new composite indicators for measuring subjective well-being.

Provides complementary data to official statistics and surveys to improve temporal and geographical resolution.

Offers detailed methods to solve the problem of selection bias when working with social media data.

Integrates textual analysis and machine learning techniques to process large-scale digital datasets.

Uses time series analysis to help researchers understand well-being trends over time.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
06 August 2021
Listed Since
15 March 2019

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