Researching Reddit: On the Affordances and Challenges of Social Media Data Collection and Analysis

Victoria Holec; Amy C. Mack

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Researching Reddit: On the Affordances and Challenges of Social Media Data Collection and Analysis

机译：Reddit研究：关于社交媒体数据收集和分析的带来带来的承受和挑战

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How can new scholars navigate research on digital platforms while remaining grounded in traditional disciplines? In response to this and similar questions, this article presents the disciplinary, methodological, and analytical decisions encountered in two cases on the social media platform Reddit. In detailing two cases employing Reddit for qualitative data analysis in ethnographic work and discourse analysis, this article 1) highlights the shortcomings of existing scholarship on the use of Reddit regarding both scope of and level of detail in explaining methodological and analytic rationales and procedures; and 2) proposes recommendations for how to improve transparency in methods and analyses. Additionally, this work emphasizes the anxieties that surface when tensions exist between traditional ways of knowledge production and digital scholarship, which are explored through questions about rigor in data collection and analysis.

机译：新学者如何在数字平台上导航研究，同时剩下传统学科的基础？为了响应这个和类似的问题，本文提出了在社交媒体平台Reddit的两种情况下遇到的纪律，方法论和分析决策。在详细说明在民族造影工作和话语分析中采用Reddit进行定性数据分析的两个案例，第1条）强调了现有奖学金关于利用Reddit的缺点，了解方法论和分析理性和程序的详细范围和细节水平; 2）提出了如何提高方法和分析透明度的建议。此外，这项工作强调了在传统知识生产和数字奖学金方面存在紧张途径时表面的焦虑，这通过关于数据收集和分析中的严格问题的问题探索。

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来源
《The Journal of Communication and Media Studies》 |2020年第1期|15-30|共16页
作者
Victoria Holec; Amy C. Mack;
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作者单位

University of Lethbridge Canada;

University of Alberta Canada;

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原文格式 PDF
正文语种 eng
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关键词
Social Media; Digital Scholarship; Digital Methods; Data Analysis; Reddit; Knowledge Production; Emerging Scholars;

机译：社交媒体;数字奖学金;数字方法;数据分析;reddit;知识生产;新兴的学者;

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1. Social media analytics - Challenges in topic discovery, data collection, and data preparation [J] . Stieglitz Stefan, Mirbabaie Milad, Ross Bjorn, International Journal of Information Management . 2018,第APRa期

机译：社交媒体分析-主题发现，数据收集和数据准备方面的挑战
2. Enhancing transport data collection through social media sources: methods, challenges and opportunities for textual data [J] . Grant-Muller Susan M., Gal-Tzur Ayelet, Minkov Einat, Intelligent Transport Systems, IET . 2015,第4期

机译：通过社交媒体加强运输数据收集：文本数据的方法，挑战和机遇
3. Mining social media data: How are research sponsors and researchers addressing the ethical challenges?: [J] . Joanna Taylor, Claudia Pagliari Research Ethics . 2018,第2期

机译：挖掘社交媒体数据：研究发起人和研究人员如何应对道德挑战？：
4. Dreaddit: A Reddit Dataset for Stress Analysis in Social Media [C] . Elsbeth Turcan, Kathleen McKeown International workshop on health text mining and information analysis . 2019

机译：Dreaddit：用于社交媒体压力分析的Reddit数据集
5. Social Network Analysis of Researchers' Communication and Collaborative Networks Using Self-reported Data. [D] . Cimenler, Oguz. 2014

机译：使用自我报告的数据对研究人员的沟通和协作网络进行社交网络分析。
6. Social Media Based Analysis of Opioid Epidemic Using Reddit [O] . Sheetal Pandrekar, Xin Chen, Gaurav Gopalkrishna, 2018

机译：基于社交媒体的Reddit分析阿片类药物流行
7. Social media analytics – Challenges in topic discovery, data collection, and data preparation [O] . Stefan Stieglitz, Milad Mirbabaie, Björn Ross, 2018

机译：社交媒体分析 - 主题发现，数据收集和数据准备中的挑战

Researching Reddit: On the Affordances and Challenges of Social Media Data Collection and Analysis

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