Analysis of Social Media Data: An Introduction to the Characteristics and Chronological Process

Chen, Pai-Lin; Cheng, Yuchung; Chen, Kung

doi:10.1007/978-3-319-95465-3_16

Cited by 11 publications

(5 citation statements)

References 19 publications

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“…The Convergent parallel design was used for its ability to holistically and harmoniously handle both qualitative and quantitative data while clarifying possible contradictions or incongruent findings through rigorous probes . The reliance on social media data (Facebook) for the conduct of the study is empirically grounded in research (Zachlod, Samuel, Ochsner & Werthmüller, 2022;Drivas, Kouis, Kyriaki-Manessi & Giannakopoulou, 2022;Chen, Cheng & Chen, 2018;Stieglitza, Mirbabaiea, Rossa & Neubergerb, 2018;Sloan & Quan-Haase, 2017;Townsend & Wallace, 2016;Social Media Research Group, 2016;Al-Qurishi, Al-Rakhami, Alrubaian, Alarifi, Rahman & Alamri, 2015;McCorkindale & DiStaso, 2014;Batrinca & Treleaven, 2014;Moreno, Goniu, Moreno, & Diekema, 2013;Efthymioua & Antoniou, 2012;Thiel, Kötter, Berthold, Silipo & Winters, 2012). Al-Qurishi et al (2015) observe that social media has become one of the largest sources of huge amounts of data for scientific inquiries.…”

Section: Methodsmentioning

confidence: 99%

Decolonising Ghanaian Parliamentary Dress Code

Essel,

Navei,

Donkor

2023

EJSSS

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Dress fashion has sociocultural, economic and political expressions. In the political purview, dress fashion remains a viable catalyst capable of provoking dialogue for democratic action as people could proclaim their allegiance to a group or country through their dress fashion. In Ghana, there have been several attempts to decolonise the dress fashion culture. This study sought to deepen the advocacy dialogue through analysis of Facebook reactions to Right Honourable Alban Sumana Bagbin’s adornment of indigenous Ghanaian royal dress regalia for parliamentary business and his clarion call on the floor of Ghana’s parliament on January 25, 2022, on the need to decolonise Ghanaian parliamentary dress code. Through the adoption of a mixed approach situated within the convergent parallel research design, censused Facebook reactions of Ghanaians regarding Speaker Bagbin’s clarion call were examined. Sentiment analysis was used as the data analysis tool. The study revealed Ghanaians' overwhelming endorsement and commendation for Speaker Bagbin’s adornment of indigenous Ghanaian royal dress fashion for parliamentary business. The study concluded that Ghanaians are clamouring for parliamentary dress code decolonisation as part of the pragmatic steps to revamp the sickening textile and fashion industry to deal with increasing fashion needs of the people. To ensure exemplary leadership of wearing made in Ghana by the legislature, executive and other arms of government to push the decolonisation agenda beyond mere rhetoric of wear Ghana, is to make the practice statutory. In that regard, Ghana’s parliament must make laws to make what the executive, legislature and judicial wear in discharge of the duties in the public sphere statutory to contribute to developing the textiles and fashion industry for job creation, preservation of cultural values and national identity. Article visualizations:<img src="/-counters-/soc/0015/a.php" alt="Hit counter" />

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Section: Methodsmentioning

confidence: 99%

Decolonising Ghanaian Parliamentary Dress Code

Essel,

Navei,

Donkor

2023

EJSSS

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“…Cyber criminals such as child predators, fraudsters, phishers, and others can create accounts with false identities hiding their true intentions behind innocent looking profiles. 79 As motorcycle gangs in Indonesia started to pose a threat against society, government needed an analysis to figure out their community structure. Negara et al (2020) took on the task and used Netvizz application to extract user data from fan pages in Facebook.…”

Section: Forensicsmentioning

confidence: 99%

“…Even though they are mainly used to stay in touch with friends and socialize, extensive and anonymous nature of OSN's made them a perfect medium for crimes. Cyber criminals such as child predators, fraudsters, phishers, and others can create accounts with false identities hiding their true intentions behind innocent looking profiles 79 …”

Section: Research Field‐based Literature Reviewmentioning

confidence: 99%

Social big data applications and challenges

Erol¹,

Aksoy²,

Sağıroğlu³

2022

Concurrency and Computation

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Lifestyles of individuals have changed drastically in the last two decades with the impact of social media platforms which transforms individuals from being users into an asset of social media. The assets now become very precious and seriously attract who can generate useful or harmful values. In this context, studies conducted in the last 5 years are analyzed based on the methodology covering implementation areas, data sources, data size, methods and tools. The studies were classified and summarized under nine main "research fields," and a "purpose-based" classification under three main purposes was investigated. The results have shown that even if data obtained from social media platforms are often preferred in the studies, issues such as compliance with legal regulations, data processing, confidentiality and privacy of data also bring difficulties; collection and processing of social big data are a serious obstacle to the realization of many studies; not enough data sources provided by public or private enterprises; most of the studies carried out on text data, and the rest focused on location and image data; mostly machine learning methods are preferred in applications. This study differs from previous literature reviews by revealing comprehensively how social big data can be transformed into practice with a holistic perspective.

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“…Social media data analysis has characteristics of big data that differ from the data analysis methods traditionally used by social scientists and previously applied by mass communication researchers [ 20 ]. As a result, social media data analysis is a current area of researchers’ interest and requires further attention [ 21 ].…”

Section: Introductionmentioning

confidence: 99%

Work-life balance Twitter insights: A social media analysis before and after COVID-19 pandemic

Kuralová,

Zychová,

Kvasničková Stanislavská

et al. 2024

Heliyon

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Analysis of Social Media Data: An Introduction to the Characteristics and Chronological Process

Cited by 11 publications

References 19 publications

Decolonising Ghanaian Parliamentary Dress Code

Decolonising Ghanaian Parliamentary Dress Code

Social big data applications and challenges

Work-life balance Twitter insights: A social media analysis before and after COVID-19 pandemic

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