Disaster Tweet Classification NLP Tools

Tools for detecting and classifying tweets related to disasters, emergencies, or crisis events. Does NOT include general sentiment analysis, broader event classification, or non-tweet-specific disaster NLP tasks.

There are 20 disaster tweet classification tools tracked. The highest-rated is wri-dssg-omdena/policy-data-analyzer at 33/100 with 36 stars.

Get all 20 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=disaster-tweet-classification&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	wri-dssg-omdena/policy-data-analyzer Building a model to recognize incentives for landscape restoration in...	33	Emerging	36	Jupyter Notebook
2	IliaZenkov/NLP-keras-nltk-lime Classification of tweets pertinent to disaster events. NLP basics with a...	26	Experimental	6	Jupyter Notebook
3	wang0324/TwitterRelevanceClassification Classifies if a tweet is relevant to a disaster or not	25	Experimental	5	Jupyter Notebook
4	kushv16/Disaster_Tweets_Analysis Project based on Natural Language Processing to identify if the given tweet...	24	Experimental	3	Jupyter Notebook
5	prdai/disaster-tweet-classifier NLPrescue is an advanced Natural Language Processing system designed to...	19	Experimental	—	Python
6	cagandhi/Twitter-Disaster-Prediction A Bidirectional LSTM model to classify whether a given tweet talks about a...	18	Experimental	4	Jupyter Notebook
7	MahalavanyaSriram/Natural-Language-Processing-with-Disaster-Tweets Kaggle Competition - Natural Language Processing with Disaster Tweets	17	Experimental	2	HTML
8	brej-29/disaster-tweets-nlp-model-benchmarks Benchmark NLP models on Kaggle “Disaster Tweets”: TF-IDF + Naive Bayes...	16	Experimental	1	Jupyter Notebook
9	adnaneaabbar/TweetsBinaryClassification Kaggle NLP warm up.	15	Experimental	2	Jupyter Notebook
10	yanncauchepin/Kaggle_DisasterTweets Natural language processing learning which classify tweets to identify those...	15	Experimental	—	Jupyter Notebook
11	erYash15/Real-or-Not-NLP-with-Disaster-Tweets Sentiment analysis of the dataset of twitter disaster tweets and predicting...	13	Experimental	8	Jupyter Notebook
12	miraytopal/Turkey-Earthquake-Tweets-Sentiment-Analysis-NLP Analysis of tweets after the 7.8 and 7.7 magnitude earthquakes that occurred...	12	Experimental	3	Jupyter Notebook
13	robookwus/NLP-Analysis--floods-Ahrtal-Jun21 Analyzing how the floods in the German Ahrtal (Jun21) impacted the public...	11	Experimental	2	Jupyter Notebook
14	saivasanthg/NLP-based-Disaster-Detection-in-Tweets-using-ML-Algorithms This project focuses on detecting disaster-related tweets using machine...	11	Experimental	—	Jupyter Notebook
15	climate-ip/radar-nlp-animal-rescue Real-time Animal Danger Alert Recognition (RADAR): NLP pipeline to detect...	11	Experimental	—	Jupyter Notebook
16	frankraDIUM/Sentiment-Analysis-X-Twitter-data Sentiment analysis of flood risk perception in the Greater Accra Region of...	11	Experimental	—	Python
17	ibrahimhabibeg/disaster_prediction Predict which Tweets are about real disasters and which ones are not.	10	Experimental	1	Jupyter Notebook
18	anmolmishra99/Disaster-NonDisaster-Tweet-Classifier Detecting Whether A Tweet Is About A Disaster	10	Experimental	1	Jupyter Notebook
19	masonzmz/Natural-Language-Processing-with-Disaster-Tweets Kaggle Competition: Predict which Tweets are about real disasters and which...	10	Experimental	1	Python
20	atamazian/kaggle_nlp_disaster_tweets Predict which tweets are about real disasters and which one aren’t.	10	Experimental	1	Jupyter Notebook