Data repository for Master's Thesis on Opinion Leader Detection in Limited Social Networks

This data repository supports the replication of my Master’s thesis research on detecting the influence of opinion leaders in limited social networks. For each of the two runs it includes all intermediate and final outputs generated in the different steps of the analysis pipeline. The input data files, "comments.parquet" , contain cleaned and filtered comments, which were derived from the original datasets: Dornel, B. (2021). New York Times Articles & Comments (2020), Version 1 [Data set]. Kaggle. Retrieved February 29, 2024, from https://www.kaggle.com/datasets/benjaminawd/new-york-times-articles-comments-2020 and Schabus, D., Skowron, M., & Trapp, M. (2017, August). One million posts: A data set of German online discussions [Data set]. In Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 1241-1244). https://www.ofai.at/resources/1m_posts

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-11-03
DOI
https://doi.org/10.5281/zenodo.14020130
Primary Topic
Sentiment Analysis and Opinion Mining
Type
article
Field-Weighted Citation Impact
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article

Data repository for Master's Thesis on Opinion Leader Detection in Limited Social Networks

Zenodo (CERN European Organization for Nuclear Research)
Sentiment Analysis and Opinion Mining
article

Data repository for Master's Thesis on Opinion Leader Detection in Limited Social Networks

article en

Abstract

This data repository supports the replication of my Master’s thesis research on detecting the influence of opinion leaders in limited social networks. For each of the two runs it includes all intermediate and final outputs generated in the different steps of the analysis pipeline. The input data files, "comments.parquet" , contain cleaned and filtered comments, which were derived from the original datasets: Dornel, B. (2021). New York Times Articles & Comments (2020), Version 1 [Data set]. Kaggle. Retrieved February 29, 2024, from https://www.kaggle.com/datasets/benjaminawd/new-york-times-articles-comments-2020 and Schabus, D., Skowron, M., & Trapp, M. (2017, August). One million posts: A data set of German online discussions [Data set]. In Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 1241-1244). https://www.ofai.at/resources/1m_posts

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 68%
Sentiment Analysis and Opinion Mining
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