COVID-19 Text Mining NLP Tools

Tools and projects for extracting insights from COVID-19 related text data through NLP techniques like sentiment analysis, symptom extraction, and trend monitoring from social media, tweets, and clinical sources. Does NOT include general pandemic data analytics, scientific paper search/browsing, or compound/drug discovery applications.

There are 32 covid-19 text mining tools tracked. The highest-rated is yunwei37/COVID-19-NLP-vis at 42/100 with 336 stars.

Get all 32 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	yunwei37/COVID-19-NLP-vis 使用 flask + pyecharts...	42	Emerging	336	HTML
2	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...	38	Emerging	86	—
3	gsarti/covid-papers-browser Browse Covid-19 & SARS-CoV-2 Scientific Papers with Transformers 🦠 📖	36	Emerging	183	CSS
4	neuml/cord19q COVID-19 Open Research Dataset (CORD-19) Analysis	36	Emerging	57	Python
5	emergent-analytics/workstreams This repository publishes notebooks created as part of an analysis of the...	33	Emerging	12	Jupyter Notebook
6	theamrzaki/COVID-19-BERT-ResearchPapers-Semantic-Search BERT semantic search engine for searching literature research papers for...	27	Experimental	31	Jupyter Notebook
7	lyraxvincent/sentiment-analysis Full project cycle(Data acquisition to model deployment) - Analyzing...	25	Experimental	3	Jupyter Notebook
8	NazarioR9/ToVaccineOrNotToVaccine The objective of this challenge is to develop a machine learning model to...	23	Experimental	14	Jupyter Notebook
9	rasmodev/NLP-Vaccination-Sentiment-Analysis This repository contains code and resources for the Zindi NLP Challenge "To...	22	Experimental	1	Jupyter Notebook
10	cdcai/analysis-bertopic-cdc-publications Code, data, and results associated with a preprint describing CDC science...	22	Experimental	1	HTML
11	kostantinostheo/Twitter-Sentiment-Analysis The aim of this project is to analyse what Twitter users think about the...	22	Experimental	1	Jupyter Notebook
12	phosseini/COVID19-fa Content analysis of Persian/Farsi Tweets during COVID-19 pandemic in Iran...	21	Experimental	9	Jupyter Notebook
13	gauravmalakar08/Coronavirus-Tweet-Sentiment-Analysis Analysing Of Tweet Sentiments Using Supervised Learning Classification Algorithms	20	Experimental	3	Jupyter Notebook
14	AbhishekC20001/Sentiment-Analysis-for-COVID-Vaccines- Fetched real-time data from Twitter API and performed data cleaning and...	18	Experimental	4	Jupyter Notebook
15	GManage/Twitter-COVID-19-Sentiment-Analysis This project uses unsupervised machine learning to identify correlations...	18	Experimental	4	Jupyter Notebook
16	alioh/AlRiyadh-Newspaper-Covid-Dataset This dataset is part of research that we will share soon. The data origin is...	17	Experimental	3	Python
17	ningkko/COVID-drug We release a pipeline for analyzing public perception in drug use. Following...	16	Experimental	2	Jupyter Notebook
18	javahedi/SemanticFilter Semantic NLP Filtering for Deep Learning Papers in Virology/Epidemiology	16	Experimental	1	Jupyter Notebook
19	RaunitArya/Inlfuenza-Outbreak-Prediction-via-Twitter Forecasting influenza outbreaks by combining CDC-reported flu activity data...	16	Experimental	1	Jupyter Notebook
20	Cyntwikip/COVID-Tweet-Sentiment-Analysis Sentiment Analysis on COVID in the Philippines. I was working together with...	16	Experimental	3	Jupyter Notebook
21	souravs17031999/MicrosoftBing-search-query-prediction Analysis and Visualizations for COVID-19 Bing search engine queries +...	16	Experimental	3	HTML
22	tharun-ship-it/covid19-instagram-sentiment-analysis 🦠Multilingual Sentiment Analysis of 500K+ COVID-19 Instagram posts across...	15	Experimental	—	Python
23	Athiban-32/twitter-sentiment-analysis Sentiment Analysis of Lockdown in India During COVID-19:A Case Study on Twitter	15	Experimental	6	Jupyter Notebook
24	AlbertSuarez/casescan 🔍 Clinical cases search by similarity specialized in Covid-19	14	Experimental	10	JavaScript
25	tiwarishubham635/COVID-Tweet-Classification NLP model to classify tweets related to COVID-19 into positive or negative...	14	Experimental	1	Jupyter Notebook
26	PRPRIESLER/Covid19-Insights-and-Analytics This project delves into the realm of data analytics and programming,...	14	Experimental	1	Jupyter Notebook
27	MarcoGarlet/sarscov2vec NLP applied to extract information of actives compound against SARS-CoV-2...	13	Experimental	5	Python
28	Qinzixin/covid-19-weibo-text-analysis Sentiment classification for Weibo text data (Chinese) during COVID 19	13	Experimental	8	Python
29	swati-rajwal/BreastCancer_tweets_project Submission for CL4HEALTH @ LREC-COLING 2024	12	Experimental	4	Jupyter Notebook
30	ichalkiad/covid19modelrisk This repository contains the code for the paper "Infection Rate Models for...	11	Experimental	2	R
31	SergeyFilipov/covid-tweet-nlp-analysis 📊 Sentiment classification and topic extraction from COVID-19 tweets using...	11	Experimental	—	Python
32	SimranAnand1/Empirical-study-and-comparison-of-models-based-on-NLP This project is based on Sentiment analysis and it leverages NLP to analyze...	11	Experimental	2	Jupyter Notebook