yunwei37/COVID-19-NLP-vis
使用 flask + pyecharts 搭建的新冠肺炎疫情数据可视化交互分析网站平台，包含疫情数据获取、每日疫情地图、曲线图展示，数据统计分析、态势感知、确诊人数预测分析算法设计、NLP舆情监测等任务（部署在http://covid.yunwei123.tech/）
Implements end-to-end NLP sentiment analysis and forecasting using Jieba word segmentation and SnowNLP for emotion classification on 1M+ Weibo posts, combined with Logistic regression models for case prediction. Data pipeline integrates web scrapers (People's Daily, social organizations, Weibo) feeding into PostgreSQL, with Flask routes serving pre-rendered pyecharts visualizations including hierarchical clustering analysis and TF-IDF word clouds for public opinion tracking.
336 stars. No commits in the last 6 months.
Stars
336
Forks
68
Language
HTML
License
MIT
Category
Last pushed
Oct 30, 2022
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/yunwei37/COVID-19-NLP-vis"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related tools
BDBC-KG-NLP/COVID-19-tracker
北航大数据高精尖中心研究团队进行数据来源的整理与获取，利用自然语言处理等技术从已公开全国4626确诊患者轨迹中抽取了基本信息（性别、年龄、常住地、工作、武汉/湖北接触史等）、轨迹（时间、地点、交...
gsarti/covid-papers-browser
Browse Covid-19 & SARS-CoV-2 Scientific Papers with Transformers 🦠 📖
neuml/cord19q
COVID-19 Open Research Dataset (CORD-19) Analysis
theamrzaki/COVID-19-BERT-ResearchPapers-Semantic-Search
BERT semantic search engine for searching literature research papers for coronavirus covid-19 in...
emergent-analytics/workstreams
This repository publishes notebooks created as part of an analysis of the 2020 COVID-19 crisis...