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 38 covid-19 text mining tools tracked. The highest-rated is yunwei37/COVID-19-NLP-vis at 49/100 with 336 stars.
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
yunwei37/COVID-19-NLP-vis
使用 flask + pyecharts... |
|
Emerging |
| 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... |
|
Emerging |
| 3 |
neuml/cord19q
COVID-19 Open Research Dataset (CORD-19) Analysis |
|
Emerging |
| 4 |
gsarti/covid-papers-browser
Browse Covid-19 & SARS-CoV-2 Scientific Papers with Transformers 🦠 📖 |
|
Emerging |
| 5 |
emergent-analytics/workstreams
This repository publishes notebooks created as part of an analysis of the... |
|
Emerging |
| 6 |
theamrzaki/COVID-19-BERT-ResearchPapers-Semantic-Search
BERT semantic search engine for searching literature research papers for... |
|
Emerging |
| 7 |
lyraxvincent/sentiment-analysis
Full project cycle(Data acquisition to model deployment) - Analyzing... |
|
Emerging |
| 8 |
NazarioR9/ToVaccineOrNotToVaccine
The objective of this challenge is to develop a machine learning model to... |
|
Emerging |
| 9 |
rasmodev/NLP-Vaccination-Sentiment-Analysis
This repository contains code and resources for the Zindi NLP Challenge "To... |
|
Experimental |
| 10 |
kostantinostheo/Twitter-Sentiment-Analysis
The aim of this project is to analyse what Twitter users think about the... |
|
Experimental |
| 11 |
phosseini/COVID19-fa
Content analysis of Persian/Farsi Tweets during COVID-19 pandemic in Iran... |
|
Experimental |
| 12 |
gauravmalakar08/Coronavirus-Tweet-Sentiment-Analysis
Analysing Of Tweet Sentiments Using Supervised Learning Classification Algorithms |
|
Experimental |
| 13 |
AbhishekC20001/Sentiment-Analysis-for-COVID-Vaccines-
Fetched real-time data from Twitter API and performed data cleaning and... |
|
Experimental |
| 14 |
GManage/Twitter-COVID-19-Sentiment-Analysis
This project uses unsupervised machine learning to identify correlations... |
|
Experimental |
| 15 |
alioh/AlRiyadh-Newspaper-Covid-Dataset
This dataset is part of research that we will share soon. The data origin is... |
|
Experimental |
| 16 |
javahedi/SemanticFilter
Semantic NLP Filtering for Deep Learning Papers in Virology/Epidemiology |
|
Experimental |
| 17 |
ningkko/COVID-drug
We release a pipeline for analyzing public perception in drug use. Following... |
|
Experimental |
| 18 |
souravs17031999/MicrosoftBing-search-query-prediction
Analysis and Visualizations for COVID-19 Bing search engine queries +... |
|
Experimental |
| 19 |
Cyntwikip/COVID-Tweet-Sentiment-Analysis
Sentiment Analysis on COVID in the Philippines. I was working together with... |
|
Experimental |
| 20 |
cdcai/analysis-bertopic-cdc-publications
Code, data, and results associated with a preprint describing CDC science... |
|
Experimental |
| 21 |
Athiban-32/twitter-sentiment-analysis
Sentiment Analysis of Lockdown in India During COVID-19:A Case Study on Twitter |
|
Experimental |
| 22 |
RaunitArya/Inlfuenza-Outbreak-Prediction-via-Twitter
Forecasting influenza outbreaks by combining CDC-reported flu activity data... |
|
Experimental |
| 23 |
PRPRIESLER/Covid19-Insights-and-Analytics
This project delves into the realm of data analytics and programming,... |
|
Experimental |
| 24 |
tiwarishubham635/COVID-Tweet-Classification
NLP model to classify tweets related to COVID-19 into positive or negative... |
|
Experimental |
| 25 |
AlbertSuarez/casescan
🔍 Clinical cases search by similarity specialized in Covid-19 |
|
Experimental |
| 26 |
Qinzixin/covid-19-weibo-text-analysis
Sentiment classification for Weibo text data (Chinese) during COVID 19 |
|
Experimental |
| 27 |
MarcoGarlet/sarscov2vec
NLP applied to extract information of actives compound against SARS-CoV-2... |
|
Experimental |
| 28 |
swati-rajwal/BreastCancer_tweets_project
Submission for CL4HEALTH @ LREC-COLING 2024 |
|
Experimental |
| 29 |
ichalkiad/covid19modelrisk
This repository contains the code for the paper "Infection Rate Models for... |
|
Experimental |
| 30 |
SimranAnand1/Empirical-study-and-comparison-of-models-based-on-NLP
This project is based on Sentiment analysis and it leverages NLP to analyze... |
|
Experimental |
| 31 |
tharun-ship-it/covid19-instagram-sentiment-analysis
🦠Multilingual Sentiment Analysis of 500K+ COVID-19 Instagram posts across... |
|
Experimental |
| 32 |
orestxherija/smm4h2018
Code for my submission to the Shared Task of the 2018 workshop on Social... |
|
Experimental |
| 33 |
hossshakiba/TweetFeel
A project for sentiment and data analysis on tweets related to Covid-19. |
|
Experimental |
| 34 |
neil-ab/nlp-cord19-research-papers
A jupyter notebook for topic-modelling, clustering and question-answering on... |
|
Experimental |
| 35 |
matthewfarant/News-Tweets-Sentiment
Sentiment Analysis of Covid-19 News Tweets using Lexicon-Based Approach |
|
Experimental |
| 36 |
KhaledTofailieh/Corona-Virus-Sentiment-Analysis
In this Notebook I've build some machine-learning and deep-learning to... |
|
Experimental |
| 37 |
jigsaw373/covid-rumors
Dataset contains more than 7k rumors in twitter |
|
Experimental |
| 38 |
SergeyFilipov/covid-tweet-nlp-analysis
📊 Sentiment classification and topic extraction from COVID-19 tweets using... |
|
Experimental |