2016台风及暴雨相关的微博数据

该数据包括了2016年6月-12月期间在微博中出现的与台风、暴雨相关的数据。具体字段包括：<br>text 微博文本；<br><br>mood 微博情绪, 0为愤怒，1为厌恶，2为高兴，3为悲伤，4为恐惧，-1为无情绪；<br>is_spam 不使用；<br>created_at 创建时间；<br>user_id 用户id；<br>user_city 城市；<br>user_province 省份；<br>user_location 用户位置；<br>user_verified 是否认证用户, 1为认证；<br>forward_source 转发来源；<br>mentioned_users 提到的用户；<br>predict_label 有效性预测标签， 1为有效的与自然灾害相关的数据。

This dataset contains data related to typhoons and heavy rainfall collected from Sina Weibo posts between June and December 2016. The specific fields are as follows:
- text: Weibo text content;
- mood: Sentiment of the Weibo post, where 0 represents anger, 1 represents disgust, 2 represents happiness, 3 represents sadness, 4 represents fear, and -1 denotes no sentiment;
- is_spam: Not in use;
- created_at: Post creation time;
- user_id: User ID;
- user_city: User's city;
- user_province: User's province;
- user_location: User's location;
- user_verified: Verification status, where 1 represents a verified user;
- forward_source: Forwarding source;
- mentioned_users: Mentioned users;
- predict_label: Validity prediction label, where 1 represents valid data related to natural disasters.

搜集汇总

背景与挑战

背景概述

该数据集包含2016年6月至12月微博上关于台风和暴雨的舆情数据，涵盖文本内容、用户情绪、地理位置等多维度信息，适用于自然灾害相关的舆情分析和研究。