The comments on autonomous driving taxis, specifically "Apollo Go" from China's top five social media platforms (Douyin, Kuaishou, Xiaohongshu, Weibo, and Bilibili) were manually annotated for sentiment inclination. Positive sentiment was labeled as 1, neutral as 0, and negative as -1.