HPOC数据集

The HPOC dataset comes from the comment video on the hot public opinion event "The committee members propose to cancel the main subject status of English primary and secondary schools" taken from the Tiktok platform, including 55 videos. Referring to the publicly available dataset CH-SIMS for video processing, a total of 588 video clips were obtained, each with a duration between 1 second and 15 seconds. Each video corresponds to one annotation result, including 1 (positive emotions) 205, 0 (neutral emotions) 156, and -1 (negative emotions) 227. In addition, the text in the video is transcribed and saved in a CSV file.The structure of the HPOC dataset consists of two parts: the "Raw" folder stores edited video clips; The 'label. csv' file stores the text transcribed from the video.

搜集汇总

背景与挑战

背景概述

HPOC数据集是一个用于多模态情感分析的中文网络舆情数据集，包含从抖音平台采集的55个热点事件评论视频，经处理生成588个短视频片段，每个片段均标注了正面、中性或负面情感标签，并提供了视频文字转录。该数据集适用于计算机科学领域的情感分析和舆情研究，数据量约10.26GB，采用CC0公共领域许可。