Thanks

Hey Mohamed Ibrahim Waly

You can have access to any kind of dataset through Google's dataset search engine. It has got a compilation of more than 25 million datasets. I think you'll find your required dataset as well.

https://dev.to/anujgupta/google-s-25-million-datasets-a-perfect-gift-for-aspiring-data-scientists-3ekh

I hope this helps.

Pl @Art Veeckman

Corona Virus (COVID-19) Tweets Dataset

https://ieee-dataport.org/open-access/corona-virus-covid-19-tweets-dataset

This dataset includes CSV files which contain the tweet IDs. The tweets have been collected by the LSTM model deployed here at sentiment.live. The model monitors the real-time Twitter feed for corona virus-related tweets. As per the Twitter Developer Policy, it is not possible for me to provide information other than the Tweet IDs (this dataset has been completely re-designed on March 20, 2020, to comply with data sharing policies set by Twitter). Note: This dataset should be solely used for non-commercial research purpose.

https://ieee-dataport.org/open-access/corona-virus-covid-19-tweets-dataset

https://data.mendeley.com/datasets/2fxz4px6d8/4

Here is the chest Xray Dataset.

https://www.kaggle.com/praveengovi/coronahack-chest-xraydataset

Moreover, you have an IEEE chest Xray dataset for covid 19 is here: https://github.com/ieee8023/covid-chestxray-dataset

This one is relatively smaller one

https://www.kaggle.com/sudalairajkumar/novel-corona-virus-2019-dataset

There are some datasets here.

https://www.kaggle.com/tags/covid19

you can see on kaggel

You can use the following two datasets;

Data COVID-19 images dataset (combined from www.sirm.org)

Data COVID-19 dataset

Feel free to write to me for any query about these two datasets.

This is a dataset for chest x-ray- covid19 Images :

https://github.com/ieee8023/covid-chestxray-dataset

https://github.com/ieee8023/covid-chestxray-dataset- They are constantly updating it.

https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia

https://data.mendeley.com/datasets/2fxz4px6d8/4

A limited amount of images in the databases is a challenge for the researchers.

https://github.com/UCSD-AI4H/COVID-CT

https://github.com/lindawangg/COVID-Net

https://www.who.int/emergencies/diseases/novel-coronavirus-2019/situation-reports

SARS-COV-2 Ct-Scan Dataset

A large dataset of CT scans for SARS-CoV-2 (COVID-19) identification

https://www.kaggle.com/plameneduardo/sarscov2-ctscan-dataset

Hi

We have compiled a large and new dataset of COVID-19 CT scans of patients. You can use it at the following link:https://www.researchgate.net/publication/341804692_A_Fully_Automated_Deep_Learning-based_Network_For_Detecting_COVID-from_a_New_And_Large_Lung_CT_Scan_Dataset/stats

https://github.com/HzFu/COVID19_imaging_AI_paper_list

https://github.com/UCSD-AI4H/COVID-CT

In the "Coronavirus Disease Research Community - COVID-19" you may find lots of datasets, or even deposit your own: https://zenodo.org/communities/covid-19/

So far, all the available data about COVID 19 are non-deterministic; the error ratio of any given statistical information is significant. The main reasons for those errors are simply confined as follow:

1. Some tests, which have been done to some people, were considered positive in spite of the detected virus was the classical Corona; not the new one. 

2. Some people are really infected (maybe me or you!) but the symptoms don't appear on these people. Thus, they are not included in the total number of infected people.

As the number of people from the two categories is really huge, how to utilize the available statistical information to make a reliable study that predicts the evolution of this epidemic in the future? The results of such a study should contain a vast deviation between the predicted and the real state in the future. 

Someone may say, we may deal with this stochastic data by using some probabilistic techniques. But, as we are unable to model the process error or its associated observation error, how to build a dynamic system describing the predicted state?

In any case, at the end of this scaring period, we will discover that a major part of these available studies is unrealistic. Because the real evolution curve of COVID 19 will show us its real face. 

https://github.com/armiro/COVID-CXNet

This repository is a large dataset created by collecting covid chest xray photos from different sources.

There is a public dataset (Kaggle’s Chest X-Ray Images) published as follows:

https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia

Moreover, Dr. Cohen started collecting X-ray images of COVID-19 cases and publishing them in the following GitHub repo:

https://github.com/ieee8023/covid-chestxray-dataset

You can find an updated list of Coronavirus (Covid-19) dataset in the following link: https://www.researchgate.net/post/updated_list_Last_updated_July_10th_2020_of_Coronavirus_Covid-19_dataset_and_other_Research_Resources

Moreover, Here is an open dataset of 100 segmented axial CT slices from ~60 Italian patients:

http://medicalsegmentation.com/covid19

Here is another public dataset:

https://github.com/mr7495/COVID-CTset

https://www.kaggle.com/tawsifurrahman/covid19-radiography-database

It probably depends on what type of dataset you are searching for. For deep learning and image classification or similar tasks, you can use the dataset from the following GitHub link - https://github.com/lindawangg/COVID-Net/blob/master/docs/COVIDx.md. They collected the COVID-19 chest X-ray images from different sources and gave a guideline on how you would use it.

https://www.worldometers.info/coronavirus/?fbclid=IwAR0CKFsFVMMr6ix9MA9bP-_Myz-yi4sILRbD8rmx6aKpORwvIMFkS2TiGGk

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https://pubmed.ncbi.nlm.nih.gov/?term=Covid%2019&fbclid=IwAR0Y7wkQd950ZORD2wMF1GmWwUJP93gzyPkVOuJr2hEF-_P9cRmEIMrUeiw

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https://www.ncbi.nlm.nih.gov/

You can download the updated dataset from these datasets:

https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia

https://github.com/armiro/COVID-CXNet

I guess, This will be helpful

https://github.com/rgbnihal2/COVID-19-X-ray-Dataset

1)https://github.com/ieee8023/covid-chestxray-dataset

2)https://blogs.mathworks.com/deep-learning/2020/03/18/deep-learning-for-medical-imaging-covid-19-detection/

3)https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia

1)https://github.com/ieee8023/covid-chestxray-dataset

2)https://blogs.mathworks.com/deep-learning/2020/03/18/deep-learning-for-medical-imaging-covid-19-detection/

3)https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia

Dear Mohamed Ibrahim Waly

This manuscript has a lot of information about your point

Article Novel Feature Selection and Voting Classifier Algorithms for...

https://www.ncbi.nlm.nih.gov/gds/?term=covid-19

(PDF) COVID-19 Detection in Chest X-Ray Images using a New Channel Boosted CNN (researchgate.net)

The test code is available at https://github.com/PRLAB21/COVID-19-Detection-System-using-Chest-X-Ray-Images.

15K chest X-ray Images dataset have been used in this article.

(PDF) Classification and Region Analysis of COVID-19 Infection using Lung CT Images and Deep Convolutional Neural Networks (researchgate.net)

The test code and dataset (CT Lungs Images) is available at GitHub - PRLAB21/COVID-19-Diagnostic-System

15k chest X-ray and 1 CT Lungs images dataset have been used in the following articles.

1. (PDF) COVID-19 Detection in Chest X-Ray Images using a New Channel Boosted CNN (researchgate.net)

2. (PDF) Classification and Region Analysis of COVID-19 Infection using Lung CT Images and Deep Convolutional Neural Networks (researchgate.net)

3. (PDF) Coronavirus Disease Analysis using Chest X-ray Images and a Novel Deep Convolutional Neural Network (researchgate.net)

(PDF) Coronavirus Disease Analysis using Chest X-ray Images and a Novel Deep Convolutional Neural Network (researchgate.net)

If you're looking for COVID Fake News Dataset, I've curated it to a dataset. Please have a look at: Data COVID Fake News Data

Please find a list of datasets in various aspects in this paper: Preprint Artificial Intelligence in the Battle against Coronavirus (C...

The article below has been published in Q1 and contains a hybrid covid-19 dataset

https://www.sciencedirect.com/science/article/pii/S0933365720312483

Dataset MaskedFace-Net:Article MaskedFace-Net – A dataset of correctly/incorrectly masked f...

Check the dateset in this paper :

https://www.techscience.com/cmc/v67n2/41356

Please see this dataset in Github:

https://github.com/CSSEGISandData/COVID-19

Hi,

I would like to highlight a free, submillimetric, dataset made of 62 covid-positive CTs.

The dataset is provided alongside automatic labels (as well as the description of the strategy used to generate those labels).

The article is the following:

https://www.mdpi.com/2306-5354/8/2/26

kaggle.com

You will get the data of COVID-19 from the following link:

https://ourworldindata.org/coronavirus