What Circulates on Partisan WhatsApp in India? Insights from an Unusual Dataset

Simon Chauchard, Kiran Garimella
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引用次数: 7

Abstract

In countries ranging from the Philippines to Brazil, political actors have embraced WhatsApp. In India, WhatsApp groups backed by political parties are suspected of conveying misinformation and/or of circulating hateful content pointed towards minority groups, potentially leading to offline violence. They are also seen as one of the reasons for the dominance of the ruling party (the BJP). Yet, despite this narrative, we so far know littleabout the content shared on these partisan groups nor about the way in which (mis-)informationcirculates on them. In this manuscript, we describe the visual content of 533 closed threads maintained by party workers across the state of Uttar Pradesh, collected over aperiod of 9 months. Manual coding of around 36,000 images allows us to estimate the amount of misinformation/hateful content on one hand, and partisan content on the other. Additional matching of this data with other sources and analyses based on computer vision techniques inturn allows us to evaluate the extent to which the content posted on WhatsApp threads may serve the interests of the ruling party. Analyses suggest that partisan threads contain relatively few hateful or misinformed posts; more surprisingly maybe, most content cannot easily be classified as “partisan”. While much content appears to be religion-related, which may serve an indirect partisan role, the largest share of the content is more easily classifiable as phatic or entertainment related.
在印度,党派WhatsApp上流传着什么?来自不寻常数据集的见解
从菲律宾到巴西,许多国家的政界人士都开始使用WhatsApp。在印度,由政党支持的WhatsApp群被怀疑传递错误信息和/或传播针对少数群体的仇恨内容,可能导致线下暴力。他们也被视为执政党(印度人民党)占据主导地位的原因之一。然而,尽管有这样的叙述,到目前为止,我们对这些党派团体分享的内容知之甚少,也不知道(错误的)信息是如何在他们身上传播的。在这份手稿中,我们描述了533条由北方邦党工作人员维护的封闭线程的视觉内容,收集了9个月的时间。对大约36000张图片进行人工编码,让我们一方面可以估计错误信息/仇恨内容的数量,另一方面可以估计党派内容的数量。将这些数据与其他来源进行进一步匹配,并基于计算机视觉技术进行分析,从而使我们能够评估WhatsApp帖子上发布的内容在多大程度上符合执政党的利益。分析表明,党派主题包含相对较少的仇恨或误导帖子;也许更令人惊讶的是,大多数内容不能轻易归类为“党派”。虽然许多内容似乎与宗教有关,这可能是间接的党派角色,但最大份额的内容更容易归类为宗教或娱乐相关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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