Deprecated Dataset for "Large Scale Crowdsourcing and Characterization of Twitter Abusive Behavior"
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This dataset is deprecated. <strong>The updated version of this Dataset is here:</strong> https://zenodo.org/record/3678559#.Xl9-Ji97FhE Dataset for the publication "Large Scale Crowdsourcing and Characterization of Twitter Abusive Behavior". Antigoni-Maria Founta, Constantinos Djouvas, Despoina Chatzakou, Ilias Leontiadis, Jeremy Blackburn, Gianluca Stringhini, Athena Vakali, Michael Sirivianos and Nicolas Kourtellis. International AAAI Conference on Web and Social Media (ICWSM), 2018. The dataset provided here includes an updated version of the original dataset, with ~100k tweets annotated using the CrowdFlower platform: hatespeech_labels.csv: contains ~100k rows, where every row consists of a unique Tweet ID and its associated majority annotation <em>UPDATE</em>: It has come to our understanding that a number of the tweets are not available anymore for download on Twitter. Therefore, <strong>upon request</strong>, we can provide one more file with the full ~100k tweet text and their associated majority labels. The tweets are shuffled so that there is no connection between tweet IDs and texts (in order to be aligned with the T&C of Twitter). To obtain the file contact a.m.founta at gmail dot com <strong>AND </strong>antonis26papa at gmail dot com. <em>Please cite the paper in any published work that uses any of these resources.</em> @inproceedings{founta2018large,<br> title={Large Scale Crowdsourcing and Characterization of Twitter Abusive Behavior},<br> author={Founta, Antigoni-Maria and Djouvas, Constantinos and Chatzakou, Despoina and Leontiadis, Ilias and Blackburn, Jeremy and Stringhini, Gianluca and Vakali, Athena and Sirivianos, Michael and Kourtellis, Nicolas},<br> booktitle={11th International Conference on Web and Social Media, ICWSM 2018},<br> year={2018},<br> organization={AAAI Press}<br> } For any further questions contact a.m.founta at gmail dot com. Publication DOI: https://doi.org/10.5281/zenodo.1443348 Github: https://github.com/ENCASEH2020/hatespeech-twitter
本数据集已弃用。<strong>本数据集的更新版本请见:</strong>https://zenodo.org/record/3678559#.Xl9-Ji97FhE 本数据集对应发表于2018年国际AAAI Web与社交媒体会议(ICWSM 2018)的论文《Twitter辱骂行为的大规模众包与特征分析》(Large Scale Crowdsourcing and Characterization of Twitter Abusive Behavior),作者包括Antigoni-Maria Founta、Constantinos Djouvas、Despoina Chatzakou、Ilias Leontiadis、Jeremy Blackburn、Gianluca Stringhini、Athena Vakali、Michael Sirivianos及Nicolas Kourtellis。本次提供的数据集为原始数据集的更新版本,包含约10万条通过CrowdFlower平台标注的推文:hatespeech_labels.csv文件包含约10万条数据,每一行均包含唯一推文ID及其对应的多数标注结果。<em>更新说明</em>:我们获悉目前已有部分推文无法通过Twitter平台下载。因此,<strong>可应申请</strong>为您提供包含全部约10万条推文文本及其对应多数标注的完整文件。为符合Twitter服务条款,推文文本与ID已进行打乱处理以避免二者关联。如需获取该文件,请联系a.m.founta@gmail.com<strong>与</strong>antonis26papa@gmail.com。<em>若您使用本资源开展任何发表工作,请引用本论文。</em><br>@inproceedings{founta2018,<br> title={Large Scale Crowdsourcing and Characterization of Twitter Abusive Behavior},<br> author={Founta, Antigoni-Maria and Djouvas, Constantinos and Chatzakou, Despoina and Leontiadis, Ilias and Blackburn, Jeremy and Stringhini, Gianluca and Vakali, Athena and Sirivianos, Michael and Kourtellis, Nicolas},<br> booktitle={第11届Web与社交媒体国际会议(ICWSM 2018)},<br> year={2018},<br> organization={AAAI出版社}<br> }<br>如需进一步咨询,请联系a.m.founta@gmail.com。论文DOI:https://doi.org/10.5281/zenodo.1443348<br>GitHub仓库:https://github.com/ENCASEH2020/hatespeech-twitter



