> 22 #applying right shift operator to the tweet ID, milisecond epoch = #convert the preferred date & time to ms epoch, tweet_id = epoch << 22 #applying left shift operator, DatabaseError: database disk image is malformed. https://dx.doi.org/10.21227/781w-ef42. I read the CSV files with R, it fixed the numbers. Same is the case with all other IDs you've mentioned above. What range of sentiment score is considered as Positive, Negative and Neutral? Copy and paste the HTML code below to embed your dataset: Permalink: Imaging, in particular chest computed tomography (CT), can assist with diagnosis and assessment of this disease. Found insideParticipants discussed a range of topics including preventing, detecting, and responding to infectious disease threats using big data and related analytics; varieties of data (including demographic, geospatial, behavioral, syndromic, and It can, however, take days to provide the diagnosis, and false negative rate is relatively high. Hello Furqan. Here are the some of tweet ids that I used from file number 10 for example: I double-checked corona_tweets_10.csv, but I could not find any of these IDs in the file. Sorry for the inconvenience! Found inside Page iThis book provides the basics of smart cities, and it examines the possible future trends of this technology. https://dx.doi.org/10.21227/781w-ef42, Rabindra Lamsal. Acknowledgment: This data collection and documentation was supported in part by the NSF:CO-WY AMP program, theSocial Justice Research Center, and McNair Scholars Program, University of Wyoming, USA. The first one, named as Radiologist-S1.csv, contains labels assigned to the corresponding cases by three experienced radiologists. Hello , i am working on NLP Project. Once all the compressed files have been downloaded, use 00_extract_data.sh for their correct decompression.For more information, you could see the links on this page. All users may submit a standard dataset up to 2TB free of charge. Hi! > With the addition of some more coronavirus specific keywords, the number of tweets captured day has increased significantly, therefore, the CSV files hereafter will be zipped. The dataset consists of two classes: COVID-19 cases and Healthy cases. In literally working through this text, the reader acquires modelling skills that are also valuable outside of epidemiology, certainly within population dynamics, but even beyond that. However, starting March 20 the collected tweets will also have one additional column, viz. Because of Twitter's data sharing policy, we are not allowed to share anything except the Tweet IDs and/or User IDs. 3.1. Dear all, Even as I write this message, the impact of the COVID-19 pandemic is rapidly growing. This dataset gives a cursory glimpse at the overall sentiment trend of the public discourse regarding the COVID-19 pandemic on Twitter. The use of general-purpose graphical processing units (GPUs), massive parallelism, and new software for high-performance computing (HPC) has allowed researchers to search the vast chemical space of potential drugs faster than ever before. "crawled":"2020-03-14T04:31:41.175+02:00". Please go through TextBlob's documentation for more information. There are many applications of computer animation and simulation where it is necessary to model virtual crowds of autonomous agents. However, the CSV file isn't getting downloaded ( I chose only 85, 000 rows if Tweet IDs for sample). See that the last 4 digits are zeroes at your end. This dataset has been wholly re-designed on March 20, 2020, to comply with the content redistribution policy set by Twitter. The reference genome hg19was used.There is also a .xlsx file containing the run accession IDs (e.g.,SRR12095153) and URLs (e.g., https://www.ebi.ac.uk/ena/browser/view/SRR12095153) from where the paired end sequences were downloaded. (2020). "published":"2020-03-14T04:20:00.000+02:00", "uuid":"2b50b3f00e04fc17912154a7b88f3359db2b1ae8". Visualization techniques have been front-and-center in the efforts to communicate the science around COVID-19 to the very broad audience of policy makers, scientists, healthcare providers, and the general public. Find recent and past news related to IEEE hot topics, technical experts, products, awards, services, and events. Free dataset from news/message boards/blogs about CoronaVirus (4 month of data - 5.2M posts). These downloaded CSV files are now ready to be used with the Hydrator app for hydrating the tweet IDs. [update: the tweets for this session are now available in thecorona_tweets_11b.csv file; retweets are excluded though]. Hi, Can you please upload the tweet ids and sentiment of the old file from February and early March? And the original dataset can be seen via the Kaggle linkhttps://www.kaggle.com/hgunraj/covidxct. Rabindra Lamsal, Coronavirus (COVID-19) Tweets Dataset. Yes, that's right. The data samples were collected from India, The United States of America, and European regions and consist of online posts from social media platforms between February 2020 to June 2020. Unlike the national lockdown in 2020, this year different states have started imposing lockdown like restrictions spanning April-June 2021. Hello Navya. 3. I would recommend you to first use any kind of SQLite DB viewer to check if the downloaded file is not corrupted. I just can't believe that more than338,500 requests have been made to the model within the last 24 hours. It is because a user might delete a tweet or make his/her profile protected. IEEE DataPort is an easy-to-use, globally accessible data platform developed and offered by IEEE that provides significant benefits to researchers, data analysts, and the global technical community.The repository is fully functional and currently offers free uploads of any dataset up to 2TB for those that need to retain and manage their valuable research data. The first book in this rapidly expanding area, Computer Vision Technology for Food Quality Evaluation thoroughly discusses the latest advances in image processing and analysis. This book constitutes the refereed proceedings of the 15th Conference on Artificial Intelligence in Medicine, AIME 2015, held in Pavia, Italy, in June 2015. The dataset contains the data on ICU-transferred (N=100) and Stable (N=131) patients with COVID-19 (N=156) and Non-COVID-19 viral pneumonia (N=75). http://ieee-dataport.org/open-access/coronavirus-covid-19-tweets-dataset, DOI Link: In Indian sub-continent COVID-19 second wave started in early March 2021 and its effect was more lethal than the first wave, the confirmed cases and the death rate was higher than in the first wave. The COVID-19 Twitter datasets has been collected from the IEEE Data portal that originated from the LSTM model, developed by Rabindra Lamsal, who monitors the real-time feeds of COVID-19-related tweets .It generates over 0.3 million requests every 24 h and its time-series graph is updated at every 30 s. Rabindra Lamsal, So I had to track tweets using the most generic word: just 'corona'. It is urgent to conduct prediction research on the development and spread of the epidemic. 1. I wonder if the other files all have three columns only, unix, text and sentiment. > Dataset files are published in chronological order. The usage Developed and supported by IEEE, the product allows researchers to Abstract In Indian sub-continent COVID-19 second wave started in early March 2021 and its effect was more lethal than the first wave, the confirmed cases and the death rate was higher than in the first wave. Getting the CSV files of this dataset ready for hydrating the tweet IDs: dataframe=pd.read_csv("corona_tweets_10.csv", header=None), dataframe.to_csv("ready_corona_tweets_10.csv", index=False,header=None). However, I can see one pattern in the tweet IDs you've listed above: they all end with a number of zeros. "title":"Dr. Marc Siegel on coronavirus: 'I think it is a whopping amount of cases undiagnosed'". Depressive/Non-depressive tweets between December 2019 and December 2020 originated largely from India and parts of Indian subcontinent. I'll start with the last greek alphabet name "omega" and proceed up towards "alpha". This Open Access dataset is available to all IEEE DataPort users. This datasets contains Xrays of positive COVID-19 and Pneumonia patients. Last January in this space we wrote that technology doesnt really have bad years.. This dataset includes CSV files that contain IDs and sentiment scores of the tweets related to the COVID-19 pandemic. 168 hours of recordings with 9969 coughs from 42 different patients are included. \"There's many thousands of cases that have not been diagnosed, possibly because they're mild, but it's not too late to test because we don't have another system we can work with,\" Siegel said.\nTRUMP DECLARES NATIONAL EMERGENCY OVER CORONAVIRUS, ENLISTS PRIVATE SECTOR\nSiegel also spoke about the problems hospitals and labs are having, fearing they are exposing their workers to the virus.\n\"Doctors are being told you don't see these patients. I am unable to post the picture here. IEEE Dataport; 2020. 2 min read. To export the tweet ID column into a TXT file, just replace ".csv" with ".txt" in the to_csv function (last line) of the above example code. For any question, please send an email to [emailprotected]. To make it easy for the NLP researchers to get access to the sentiment analysis of each collected tweet, the sentiment score computed byTextBlob has been appended as the second column. Practice Makes Perfect: Italian Reading and Comprehension helps you: Polish your reading and comprehension abilities with numerous exercises Enrich your Italian vocabulary with hundreds of new words Learn about the intriguing and Yes, all the files have the same structure (unix, text, sentiment score). Please login or register. Hello there! unfortunately, I had to take down all the tweets which were collected between Feb 1, 2020, and Mar 19, 2020, because the old DB files didn't have tweet IDs collected. In this dataset, tweet IDs are listed in different CSV files based on their creation dates. As an area, Technology Enhanced Learning (TEL) aims to design, develop and test socio-technical innovations that will support and enhance learning practices of individuals and organizations. Also, if you have the tweet ids for March 13 to March 19, that would be great to upload it here. IEEE DataPort Supports Open Science Initiatives In addition to the many open access publishing options available, IEEE has also introduced several open science initiatives to further support researchers including IEEE DataPort. Thank you for the reply! The real-time Twitter feed is monitored for coronavirus-related tweets using 90+ different keywords and hashtags that are commonly used while referencing the pandemic. 1.corona_tweets_2M.db.zip 2.corona_tweets_2M_2.zip, it shows this errorDatabaseError: database disk image is malformed, I downloaded the very same compressed files from this page and loaded both the databases on an SQLite DB viewer. A more detailed description of the data is given in the CoVID19-FNIR_Documentation.pdf file. > The naming convention for the later added CSVs (tweets from before March 20, 2020) will have a greek alphabet name instead of a numeric counter. I am able to only see two columns ( 'Tweet ID' and 'sentiment score'). And because of Twitter's data sharing policy, I am not allowed to share them. I recommend you to open the databases (which are generating the image malformed error) using any DB viewer and re-save them on your machine or export to SQL or to any tabular format file system as per your preference. Found insideAn innovative and groundbreaking text explaining how wireless AI can determine position, sense motion and vital signs, and identify events and people. I try to download all data from twitter using user id, but the app Hydrator always stop downloading. Two-weeks data is manuallyannotated and several machine learning models were built. Please refer the "Readme_CXR_Database_v1.0" for detailed instructions on how to use the dataset.. Found insideThis book presents an accessible introduction to data-driven storytelling. IEEE is proud to introduce you to IEEE DataPort, a valuable and easy to use data platform which enables users to significantly enhance their research efforts. Hello Mandy. Could you mention what filters are you using to get the tweets? |. However, when the corona outbreak started in China, I decided to release the collected tweets rather than just keeping them with me. The COVID-19 pandemic continues to affect the world in an unprecedented manner, and as such, HAC/SIGHT (Special Interest Group on Humanitarian Technology) are offering a Call for Proposals to support IEEE member grassroots humanitarian technology and sustainable development projects that utilize technology to address local challenging realities of the COVID-19 situation and any pressing all IDs end with four zeros while the zeros should in fact be other numbers. This is because, initially, the purpose of the deployed web app was not just to collect the tweets; it was more like an optimization project. Hello Anil. Is that mean the download tweets reach the rate limit? I have downloaded Hydrator and tried downloading the tweets. Web. Since the emergence of COVID-19 in collected from IEEE DataPort. Submit an Open Access dataset to allow free access to all users, or create a data competition and manage access and submissions. IEEE Technical Activities will receive a $5,000 contribution to IEEE DataPort s COVID-19 data competition, which is expected to launch later this year. The real-time Twitter feed is monitored for coronavirus-related tweets using 90+ different keywords and hashtags that are commonly used while referencing the pandemic. Among COVID-19 patients of this study, 82 patients developed Refractory Respiratory Failure (RRF) or Severe Acute Respiratory Distress Syndrome (SARDS) and were transferred to Intensive Care Unit (ICU), 74 patients had a Stable course of disease and were not transferred to ICU. Open Access datasets are available to all users. The outbreak of COVID-19 in Wuhan, China in December 2019 has rapidly spread across other countries in the world and has been declared as a global pandemic by WHO on 11th March, 2020. Coronavirus (COVID-19) Tweets Dataset [Internet]. The University of Melbourne, Australia; Previous affiliation: JNU, New Delhi. Please see the special section on Ventilator Technology. And it's got to be done on a high volume basis anyway,\" Siegel said. Twitter wants researchers to always pull fresh data. Rabindra Lamsal. Number of tweets : 1,592,722,212tweets. Educating the Engineer of 2020 is grounded by the observations, questions, and conclusions presented in the best-selling book The Engineer of 2020: Visions of Engineering in the New Century. You can use these tweet IDs to download fresh data from Twitter (read this article:hydrating tweet IDs). Based on autoencoder of Mask-RCNN for area mark feature maps objection detection for the identification of COVID-19 pneumonia have very serious pathological and always accompanied by various of symptoms. Submit an Open Access dataset to allow free access to all users, or create a data competition and manage access and submissions. Abstract Background: COVID-19 preventive measures have been an obstacle to millions of people around the world, influencing not only their normal day-to-day activities but also affecting their mental health. IEEE DataPort provides a sustainable platform to all data owners in support of research and IEEEs overall mission of, 3. The CSV files here have an extra column i.e. Lets save some bandwidth. This dataset contains IDs and sentiment scores of geo-tagged tweets related to the COVID-19 pandemic. All users may submit a standard dataset up to 2TB free of charge. Dataset usage terms :By using this dataset, you agree to (i) use the content of this dataset and the data generated from the content of this dataset for non-commercial research only, (ii) remain in compliance withTwitter's Policyand (iii) cite the following paper: Lamsal, R. Design and analysis of a large-scale COVID-19 tweets dataset. Lung segmentation is essential indevelopingAI-assisted diagnosis methods. Use of this website signifies your agreement to the IEEE Terms and Conditions A not-for-profit organization, IEEE is the worlds largest technical professional organization dedicated to advancing technology for the benefit of humanity. Excel shows numbers with 15 digits precision. In the January issue of the IEEE Spectrum Magazine, read about the top tech of 2021, how to vaccinate the world, supersonic travel, robot trucks, and more. However, when the corona outbreak started in China, I decided to release the collected tweets rather than just keeping them with me. The IEEE newsroom features the latest news from IEEE around the world. In the context of COVID-19 pandemic, the rapid roll-out of a vaccine and the implementation of a worldwide immunization campaign is critical, but its success will depend on the availability of an operational and transparent distribution chain that can be audited by all relevant stakeholders. Special Track on CI for COVID-19. Then you can really understand where and how you can use a particular tweet dataset. i have Tweet ID and sentiment score. "Coronavirus (COVID-19) Tweets Dataset." Standard datasets are available to IEEE DataPort subscribers. Unzip the file and extract it into a folder.. Hello Anil. The above example code takes in the original CSV file (i.e., corona_tweets_10.csv) from this dataset and exports just the tweet ID column to a new CSV file (i.e., ready_corona_tweets_10.csv). Found insideThis book constitutes the proceedings of the 19th International Conference on Smart Card Research and Advanced Applications, CARDIS 2020, which took place during November 18-20, 2020. The oldest tweets in this dataset date back to October 01, 2019. The newly created CSV file can now be consumed by the Hydrator application for hydrating the tweet IDs. The model has been collecting the corona-related tweets since Jan 27, 2020. Could you please let me know how to fix it? About the sentiment score:[-1,0) is considered negative sentiment,0 is considered neutral and(0,1] is considered positive. They should take into account the context provided: day, time, month, holiday period. The data is stored inside a zip file that contains a JSON file. journal={Applied Intelligence}, Alex Hills is certain to capture the public imagination with this new book. Note that slices in each case should be sorted based on the Slice-Location value to match with the provided labels in the CSV file. "Coronavirus (COVID-19) Tweets Dataset." corona_tweets_59.csv: 3,389,090 tweets (May 16, 2020 09:58 AM - May 17, 2020 10:34 AM), corona_tweets_60.csv: 3,530,933 tweets (May 17, 2020 10:36 AM - May 18, 2020 10:07 AM), corona_tweets_61.csv: 3,899,631 tweets (May 18, 2020 10:08 AM - May 19, 2020 10:07 AM), corona_tweets_62.csv: 3,767,009 tweets (May 19, 2020 10:08 AM - May 20, 2020 10:06 AM), corona_tweets_63.csv: 3,790,455 tweets (May 20, 2020 10:06 AM - May 21, 2020 10:15 AM), corona_tweets_64.csv: 3,582,020 tweets (May 21, 2020 10:16 AM - May 22, 2020 10:13 AM), corona_tweets_65.csv: 3,461,470 tweets (May 22, 2020 10:14 AM - May 23, 2020 10:08 AM), corona_tweets_66.csv: 3,477,564 tweets (May 23, 2020 10:08 AM - May 24, 2020 10:02 AM), corona_tweets_67.csv: 3,656,446 tweets (May 24, 2020 10:02 AM - May 25, 2020 10:10 AM), corona_tweets_68.csv: 3,474,952 tweets (May 25, 2020 10:11 AM - May 26, 2020 10:22 AM), corona_tweets_69.csv: 3,422,960 tweets (May 26, 2020 10:22 AM - May 27, 2020 10:16 AM), corona_tweets_70.csv: 3,480,999 tweets (May 27, 2020 10:17 AM - May 28, 2020 10:35 AM), corona_tweets_71.csv: 3,446,008 tweets (May 28, 2020 10:36 AM - May 29, 2020 10:07 AM), corona_tweets_72.csv: 3,492,841 tweets (May 29, 2020 10:07 AM - May 30, 2020 10:14 AM), corona_tweets_73.csv: 3,098,817 tweets (May 30, 2020 10:15 AM - May 31, 2020 10:13 AM), corona_tweets_74.csv: 3,234,848 tweets (May 31, 2020 10:13 AM - June 01, 2020 10:14 AM), corona_tweets_75.csv: 3,206,132 tweets (June 01, 2020 10:15 AM - June 02, 2020 10:07 AM), corona_tweets_76.csv: 3,206,417 tweets (June 02, 2020 10:08 AM - June 03, 2020 10:26 AM), corona_tweets_77.csv: 3,256,225 tweets (June 03, 2020 10:27 AM - June 04, 2020 10:23 AM), corona_tweets_78.csv: 2,205,123 tweets(June 04, 2020 10:26 AM - June 05, 2020 10:03 AM), corona_tweets_79.csv: 3,381,184 tweets (June 05, 2020 10:11 AM - June 06, 2020 10:16 AM), corona_tweets_80.csv: 3,194,500 tweets (June 06, 2020 10:17 AM - June 07, 2020 10:24 AM), corona_tweets_81.csv: 2,768,780 tweets (June 07, 2020 10:25 AM - June 08, 2020 10:13 AM), corona_tweets_82.csv: 3,032,227 tweets (June 08, 2020 10:13 AM - June 09, 2020 10:12 AM), corona_tweets_83.csv: 2,984,970 tweets (June 09, 2020 10:12 AM - June 10, 2020 10:13 AM), corona_tweets_84.csv: 3,068,002 tweets (June 10, 2020 10:14 AM - June 11, 2020 10:11 AM), corona_tweets_85.csv: 3,261,215 tweets (June 11, 2020 10:12 AM - June 12, 2020 10:10 AM), corona_tweets_86.csv: 3,378,901 tweets (June 12, 2020 10:11 AM - June 13, 2020 10:10 AM), corona_tweets_87.csv: 3,011,103 tweets (June 13, 2020 10:11 AM - June 14, 2020 10:08 AM), corona_tweets_88.csv: 3,154,328 tweets (June 14, 2020 10:09 AM - June 15, 2020 10:10 AM), corona_tweets_89.csv: 3,837,552 tweets (June 15, 2020 10:10 AM - June 16, 2020 10:10 AM), corona_tweets_90.csv: 3,889,262 tweets (June 16, 2020 10:11 AM - June 17, 2020 10:10 AM), corona_tweets_91.csv: 3,688,348 tweets (June 17, 2020 10:10 AM - June 18, 2020 10:09 AM), corona_tweets_92.csv: 3,673,328 tweets (June 18, 2020 10:10 AM - June 19, 2020 10:10 AM), corona_tweets_93.csv: 3,634,172 tweets (June 19, 2020 10:10 AM - June 20, 2020 10:10 AM), corona_tweets_94.csv: 3,610,992 tweets (June 20, 2020 10:10 AM - June 21, 2020 10:10 AM), corona_tweets_95.csv: 3,352,643 tweets (June 21, 2020 10:10 AM - June 22, 2020 10:10 AM), corona_tweets_96.csv: 3,730,105 tweets (June 22, 2020 10:10 AM - June 23, 2020 10:09 AM), corona_tweets_97.csv: 3,936,238 tweets (June 23, 2020 10:10 AM - June 24, 2020 10:09 AM), corona_tweets_98.csv: 3,858,387 tweets (June 24, 2020 10:10 AM - June 25, 2020 10:09 AM), corona_tweets_99.csv: 3,883,506 tweets (June 25, 2020 10:10 AM - June 26, 2020 10:09 AM), corona_tweets_100.csv: 3,941,476 tweets (June 26, 2020 10:09 AM - June 27, 2020 10:10 AM), corona_tweets_101.csv: 3,816,987 tweets (June 27, 2020 10:11 AM - June 28, 2020 10:10 AM), corona_tweets_102.csv: 3,743,358 tweets (June 28, 2020 10:10 AM - June 29, 2020 10:10 AM), corona_tweets_103.csv: 3,880,998 tweets (June 29, 2020 10:10 AM - June 30, 2020 10:10 AM), corona_tweets_104.csv: 3,926,862 tweets (June 30, 2020 10:10 AM - July 01, 2020 10:10 AM), corona_tweets_105.csv: 4,365,171 tweets (July 01, 2020 10:11 AM - July 02, 2020 12:28 PM), corona_tweets_106.csv: 3,563,659 tweets (July 02, 2020 12:29 PM - July 03, 2020 10:10 AM), corona_tweets_107.csv: 3,446,100 tweets (July 03, 2020 10:10 AM - July 04, 2020 07:00 AM), corona_tweets_108.csv: 4,076,176 tweets (July 04, 2020 07:01 AM - July 05, 2020 09:16 AM), corona_tweets_109.csv: 3,827,904 tweets (July 05, 2020 09:17 AM - July 06, 2020 10:10 AM), corona_tweets_110.csv: 3,991,881 tweets (July 06, 2020 10:10 AM - July 07, 2020 10:10 AM), corona_tweets_111.csv: 4,104,245 tweets (July 07, 2020 10:11 AM - July 08, 2020 10:10 AM), corona_tweets_112.csv: 4,032,945 tweets (July 08, 2020 10:10 AM - July 09, 2020 10:10 AM), corona_tweets_113.csv: 3,912,560 tweets (July 09, 2020 10:10 AM - July 10, 2020 10:12 AM), corona_tweets_114.csv: 4,024,227 tweets (July 10, 2020 10:12 AM - July 11, 2020 10:20 AM), corona_tweets_115.csv: 3,746,316 tweets (July 11, 2020 10:20 AM - July 12, 2020 10:09 AM), corona_tweets_116.csv: 3,902,393 tweets (July 12, 2020 10:10 AM - July 13, 2020 10:09 AM), corona_tweets_117.csv: 4,045,441 tweets (July 13, 2020 10:10 AM - July 14, 2020 10:09 AM), corona_tweets_118.csv: 4,130,726 tweets (July 14, 2020 10:10 AM - July 15, 2020 10:25 AM), corona_tweets_119.csv: 4,106,648 tweets (July 15, 2020 10:26 AM - July 16, 2020 10:10 AM), corona_tweets_120.csv: 4,083,573 tweets (July 16, 2020 10:11 AM - July 17, 2020 10:10 AM), corona_tweets_121.csv: 4,014,323 tweets (July 17, 2020 10:10 AM - July 18, 2020 10:25 AM), corona_tweets_122.csv: 3,639,620 tweets (July 18, 2020 10:25 AM - July 19, 2020 10:30 AM), corona_tweets_123.csv: 3,600,404 tweets (July 19, 2020 10:30 AM -July 20, 2020 10:10 AM), corona_tweets_124.csv: 3,777,908 tweets (July 20, 2020 10:11 AM - July 21, 2020 10:10 AM), corona_tweets_125.csv: 3,771,150 tweets (July 21, 2020 10:11 AM - July 22, 2020 10:10 AM), corona_tweets_126.csv: 3,691,852 tweets (July 22, 2020 10:10 AM - July 23, 2020 10:10 AM), corona_tweets_127.csv: 3,661,885 tweets (July 23, 2020 10:10 AM - July 24, 2020 10:10 AM), corona_tweets_128.csv: 3,621,819 tweets (July 24, 2020 10:10 AM - July 25, 2020 10:20 AM), corona_tweets_129.csv: 3,512,553 tweets (July 25, 2020 10:20 AM - July 26, 2020 10:10 AM), corona_tweets_130.csv: 3,399,349 tweets (July 26, 2020 10:11 AM - July 27, 2020 10:10 AM), corona_tweets_131.csv: 3,889,978 tweets (July 27, 2020 10:10 AM - July 28, 2020 10:10 AM), corona_tweets_132.csv: 4,167,168 tweets (July 28, 2020 10:10 AM - July 29, 2020 10:10 AM), corona_tweets_133.csv: 4,007,131 tweets (July 29, 2020 10:10 AM - July 30, 2020 10:10 AM), corona_tweets_134.csv: 3,968,762 tweets (July 30, 2020 10:10 AM - July 31, 2020 10:10 AM), corona_tweets_135.csv: 3,867,434 tweets (July 31, 2020 10:10 AM - August 01, 2020 10:12 AM), corona_tweets_136.csv: 3,533,863 tweets (August 01, 2020 10:12 AM - August 02, 2020 10:10 AM), corona_tweets_137.csv: 3,748,433 tweets (August 02, 2020 10:10 AM - August 03, 2020 10:10 AM), corona_tweets_138.csv:3,810,246 tweets (August 03, 2020 10:10 AM - August 04, 2020 10:12 AM), corona_tweets_139.csv: 3,726,039tweets (August 04, 2020 10:12 AM - August 05, 2020 10:10 AM), corona_tweets_140.csv:3,770,597 tweets (August 05, 2020 10:10 AM - August 06, 2020 10:10 AM), corona_tweets_141.csv:3,839,194 tweets (August 06, 2020 10:10 AM - August 07, 2020 10:10 AM), corona_tweets_142.csv:3,702,517 tweets (August 07, 2020 10:11 AM - August 08, 2020 10:10 AM), corona_tweets_143.csv:3,482,091 tweets (August 08, 2020 10:11 AM - August 09, 2020 10:10 AM), corona_tweets_144.csv:3,822,854 tweets (August 09, 2020 10:10 AM - August 10, 2020 10:10 AM), corona_tweets_145.csv:3,911,443 tweets (August 10, 2020 10:10 AM - August 11, 2020 10:10 AM), corona_tweets_146.csv:3,838,286 tweets (August 11, 2020 10:10 AM - August 12, 2020 10:10 AM), corona_tweets_147.csv:3,624,028 tweets (August 12, 2020 10:10 AM - August 13, 2020 10:10 AM), corona_tweets_148.csv:3,749,980 tweets (August 13, 2020 10:10 AM - August 14, 2020 10:10 AM), corona_tweets_149.csv:3,683,305 tweets (August 14, 2020 10:10 AM - August 15, 2020 10:10 AM), corona_tweets_150.csv:3,187,087 tweets (August 15, 2020 10:10 AM - August 16, 2020 10:10 AM), corona_tweets_151.csv:3,181,939 tweets (August 16, 2020 10:10 AM - August 17, 2020 10:10 AM), corona_tweets_152.csv:3,680,958 tweets (August 17, 2020 10:10 AM - August 18, 2020 10:10 AM), corona_tweets_153.csv:3,610,316 tweets (August 18, 2020 10:10 AM - August 19, 2020 10:10 AM), corona_tweets_154.csv:3,534,349 tweets (August 19, 2020 10:10 AM - August 20, 2020 10:10 AM), corona_tweets_155.csv:3,609,804 tweets (August 20, 2020 10:10 AM - August 21, 2020 10:10 AM), corona_tweets_156.csv:3,962,927 tweets (August 21, 2020 10:10 AM - August 22, 2020 10:10 AM), corona_tweets_157.csv:3,583,818 tweets (August 22, 2020 10:10 AM - August 23, 2020 10:10 AM), corona_tweets_158.csv:4,045,201 tweets (August 23, 2020 10:10 AM - August 24, 2020 10:10 AM), corona_tweets_159.csv:3,982,835 tweets (August 24, 2020 10:10 AM - August 25, 2020 10:20 AM), corona_tweets_160.csv:3,896,212 tweets (August 25, 2020 10:20 AM - August 26, 2020 10:10 AM), corona_tweets_161.csv:3,965,851 tweets (August 26, 2020 10:10 AM - August 27, 2020 10:10 AM), corona_tweets_162.csv:3,913,091 tweets (August 27, 2020 10:10 AM - August 28, 2020 10:10 AM), corona_tweets_163.csv:3,850,248 tweets (August 28, 2020 10:10 AM - August 29, 2020 10:10 AM), corona_tweets_164.csv:3,282,065 tweets (August 29, 2020 10:10 AM - August 30, 2020 10:10 AM), corona_tweets_165.csv:3,494,658 tweets (August 30, 2020 10:11 AM - August 31, 2020 10:10 AM), corona_tweets_166.csv:3,725,303 tweets (August 31, 2020 10:10 AM - September 01, 2020 10:10 AM), corona_tweets_167.csv:3,665,464 tweets (September 01, 2020 10:10 AM - September 02, 2020 10:10 AM), corona_tweets_168.csv:3,742,416 tweets (September 02, 2020 10:10 AM - September 03, 2020 10:10 AM), corona_tweets_169.csv:3,833,791 tweets (September 03, 2020 10:10 AM - September 04, 2020 10:10 AM), corona_tweets_170.csv:3,189,110 tweets (September 04, 2020 10:10 AM - September 05, 2020 10:15 AM), corona_tweets_171.csv:2,736,116 tweets (September 05, 2020 10:15 AM - September 06, 2020 10:10 AM), corona_tweets_172.csv:2,742,674 tweets (September 06, 2020 10:10 AM - September 07, 2020 10:10 AM), corona_tweets_173.csv:3,428,867 tweets (September 07, 2020 10:10 AM - September 08, 2020 10:10 AM), corona_tweets_174.csv:3,596,199 tweets (September 08, 2020 10:10 AM - September 09, 2020 10:10 AM), corona_tweets_175.csv:3,983,190 tweets (September 09, 2020 10:11 AM - September 10, 2020 10:10 AM), corona_tweets_176.csv:4,032,447 tweets (September 10, 2020 10:10 AM - September 11, 2020 10:10 AM), corona_tweets_177.csv:3,499,620 tweets (September 11, 2020 10:10 AM - September 12, 2020 10:10 AM), corona_tweets_178.csv:3,165,691 tweets (September 12, 2020 10:10 AM - September 13, 2020 10:10 AM), corona_tweets_179.csv:3,172,727 tweets (September 13, 2020 10:10 AM - September 14, 2020 10:10 AM), corona_tweets_180.csv:3,590,356 tweets (September 14, 2020 10:10 AM - September 15, 2020 10:10 AM), corona_tweets_181.csv:3,638,935 tweets (September 15, 2020 10:10 AM - September 16, 2020 10:10 AM), corona_tweets_182.csv:3,839,131 tweets (September 16, 2020 10:10 AM - September 17, 2020 10:10 AM), corona_tweets_183.csv:3,661,202 tweets (September 17, 2020 10:10 AM - September 18, 2020 10:10 AM), corona_tweets_184.csv:3,328,710 tweets (September 18, 2020 10:10 AM - September 19, 2020 10:10 AM), corona_tweets_185.csv:2,373,557 tweets (September 19, 2020 10:10 AM - September 20, 2020 10:10 AM), corona_tweets_186.csv:2,717,488 tweets (September 20, 2020 10:10 AM - September 21, 2020 10:10 AM), corona_tweets_187.csv:3,647,346 tweets (September 21, 2020 10:10 AM - September 22, 2020 10:10 AM), corona_tweets_188.csv:3,773,214 tweets (September 22, 2020 10:10 AM - September 23, 2020 10:10 AM), corona_tweets_189.csv:3,675,631 tweets (September 23, 2020 10:10 AM - September 24, 2020 10:10 AM), corona_tweets_190.csv:3,469,386 tweets (September 24, 2020 10:10 AM - September 25, 2020 10:10 AM), corona_tweets_191.csv:2,943,510 tweets (September 25, 2020 10:10 AM - September 26, 2020 10:10 AM), corona_tweets_192.csv:2,750,782 tweets (September 26, 2020 10:10 AM - September 27, 2020 10:10 AM), corona_tweets_193.csv:2,349,966 tweets (September 27, 2020 10:10 AM - September 28, 2020 10:10 AM), corona_tweets_194.csv:2,828,438 tweets (September 28, 2020 10:10 AM - September 29, 2020 10:10 AM), corona_tweets_195.csv:3,154,852 tweets (September 29, 2020 10:10 AM - September 30, 2020 10:10 AM), corona_tweets_196.csv:2,652,574 tweets (September 30, 2020 10:10 AM - October 01, 2020 10:10 AM), corona_tweets_197.csv:3,149,122 tweets (October 01, 2020 10:10 AM - October 02, 2020 10:10 AM), corona_tweets_198.csv:4,312,864 tweets (October 02, 2020 10:10 AM - October 03, 2020 10:10 AM), corona_tweets_199.csv:4,263,630 tweets (October 03, 2020 10:10 AM - October 04, 2020 10:10 AM), corona_tweets_200.csv:4,029,468 tweets (October 04, 2020 10:10 AM - October 05, 2020 10:10 AM), corona_tweets_201.csv:4,120,708 tweets (October 05, 2020 10:10 AM - October 06, 2020 10:10 AM), corona_tweets_202.csv:4,250,382 tweets (October 06, 2020 10:10 AM - October 07, 2020 10:12 AM), corona_tweets_203.csv:4,004,487 tweets (October 07, 2020 10:12 AM - October 08, 2020 10:10 AM), corona_tweets_204.csv:3,963,002 tweets (October 08, 2020 10:10 AM - October 09, 2020 10:10 AM), corona_tweets_205.csv:3,876,621 tweets (October 09, 2020 10:10 AM - October 10, 2020 10:10 AM), corona_tweets_206.csv:3,725,364 tweets (October 10, 2020 10:10 AM - October 11, 2020 10:10 AM), corona_tweets_207.csv:3,555,115 tweets (October 11, 2020 10:10 AM - October 12, 2020 10:10 AM), corona_tweets_208.csv:3,836,485 tweets (October 12, 2020 10:10 AM - October 13, 2020 10:10 AM), corona_tweets_209.csv:3,773,010 tweets (October 13, 2020 10:10 AM - October 14, 2020 10:10 AM), corona_tweets_210.csv:3,530,338 tweets (October 14, 2020 10:10 AM - October 15, 2020 10:10 AM), corona_tweets_211.csv:3,288,065 tweets (October 15, 2020 10:10 AM - October 16, 2020 10:10 AM), corona_tweets_212.csv: 3,111,052 tweets (October 16, 2020 10:10 AM - October 17, 2020 10:10 AM), corona_tweets_213.csv:2,936,275 tweets (October 17, 2020 10:10 AM - October 18, 2020 10:10 AM), corona_tweets_214.csv:3,114,902 tweets (October 18, 2020 10:10 AM - October 19, 2020 10:10 AM), corona_tweets_215.csv:3,495,131 tweets (October 19, 2020 10:10 AM - October 20, 2020 10:10 AM), corona_tweets_216.csv:3,474,414 tweets (October 20, 2020 10:10 AM - October 21, 2020 10:10 AM), corona_tweets_217.csv:3,211,180 tweets (October 21, 2020 10:10 AM - October 22, 2020 10:10 AM), corona_tweets_218.csv:3,342,926 tweets (October 22, 2020 10:10 AM - October 23, 2020 10:10 AM), corona_tweets_219.csv:3,269,122 tweets (October 23, 2020 10:10 AM - October 24, 2020 10:10 AM), corona_tweets_220.csv:3,193,236 tweets (October 24, 2020 10:10 AM - October 25, 2020 10:10 AM), corona_tweets_221.csv:3,382,538 tweets (October 25, 2020 10:10 AM - October 26, 2020 10:10 AM), corona_tweets_222.csv:3,339,344 tweets (October 26, 2020 10:10 AM - October 27, 2020 10:10 AM), corona_tweets_223.csv:2,553,632 tweets (October 27, 2020 10:10 AM - October 28, 2020 03:35 PM), corona_tweets_224.csv:2,865,014 tweets (October 28, 2020 03:35 PM - October 29, 2020 10:10 AM), corona_tweets_225.csv:3,256,945 tweets (October 29, 2020 10:10 AM - October 30, 2020 10:10 AM), corona_tweets_226.csv:3,428,783 tweets (October 30, 2020 10:10 AM - October 31, 2020 10:10 AM), corona_tweets_227.csv:3,500,835 tweets (October 31, 2020 10:10 AM - November 01, 2020 10:10 AM), corona_tweets_228.csv:3,371,046 tweets (November 01, 2020 10:10 AM - November 02, 2020 10:10 AM), corona_tweets_229.csv:3,299,450 tweets (November 02, 2020 10:10 AM - November 03, 2020 10:15 AM), corona_tweets_230.csv:2,601,575 tweets (November 03, 2020 10:15 AM - November 04, 2020 10:10 AM), corona_tweets_231.csv:2,415,739 tweets (November 04, 2020 10:10 AM - November 05, 2020 10:10 AM), corona_tweets_232.csv:2,781,918 tweets (November 05, 2020 10:10 AM - November 06, 2020 10:10 AM), corona_tweets_233.csv:2,514,116 tweets (November 06, 2020 10:10 AM - November 07, 2020 10:10 AM), corona_tweets_234.csv:2,998,457 tweets (November 07, 2020 10:10 AM - November 08, 2020 10:10 AM), corona_tweets_235.csv:2,339,099 tweets (November 08, 2020 10:10 AM - November 09, 2020 10:10 AM), corona_tweets_236.csv:3,524,228 tweets (November 09, 2020 10:10 AM - November 10, 2020 10:35 AM), corona_tweets_237.csv:3,296,368 tweets (November 10, 2020 10:35 AM - November 11, 2020 10:10 AM), corona_tweets_238.csv:3,156,729 tweets (November 11, 2020 10:10 AM - November 12, 2020 10:10 AM), corona_tweets_239.csv:3,664,120 tweets (November 12, 2020 10:10 AM - November 13, 2020 10:10 AM), corona_tweets_240.csv:3,850,005 tweets (November 13, 2020 10:10 AM - November 14, 2020 10:10 AM), corona_tweets_241.csv:3,341,609 tweets (November 14, 2020 10:10 AM - November 15, 2020 10:10 AM), corona_tweets_242.csv:3,424,942 tweets (November 15, 2020 10:10 AM - November 16, 2020 10:10 AM), corona_tweets_243.csv:3,629,902 tweets (November 16, 2020 10:10 AM - November 17, 2020 10:10 AM), corona_tweets_244.csv:3,566,213 tweets (November 17, 2020 10:10 AM - November 18, 2020 10:10 AM), corona_tweets_245.csv:3,649,808 tweets (November 18, 2020 10:10 AM - November 19, 2020 10:10 AM), corona_tweets_246.csv:3,593,689 tweets (November 19, 2020 10:10 AM - November 20, 2020 10:10 AM), corona_tweets_247.csv:3,467,627 tweets (November 20, 2020 10:10 AM - November 21, 2020 10:10 AM), corona_tweets_248.csv:3,302,059 tweets (November 21, 2020 10:10 AM - November 22, 2020 10:10 AM), corona_tweets_249.csv:3,072,344 tweets (November 22, 2020 10:10 AM - November 23, 2020 10:10 AM), corona_tweets_250.csv:3,405,513 tweets (November 23, 2020 10:10 AM - November 24, 2020 10:10 AM), corona_tweets_251.csv:3,172,136 tweets (November 24, 2020 10:10 AM - November 25, 2020 10:10 AM), corona_tweets_252.csv:3,084,475 tweets (November 25, 2020 10:10 AM - November 26, 2020 10:10 AM), corona_tweets_253.csv:2,853,608 tweets (November 26, 2020 10:10 AM - November 27, 2020 10:10 AM), corona_tweets_254.csv:2,463,578 tweets (November 27, 2020 10:10 AM - November 28, 2020 10:10 AM), corona_tweets_255.csv:2,437,566 tweets (November 28, 2020 10:10 AM - November 29, 2020 10:10 AM), corona_tweets_256.csv:2,570,601 tweets (November 29, 2020 10:10 AM - November 30, 2020 10:10 AM), corona_tweets_257.csv:3,144,302 tweets (November 30, 2020 10:10 AM - December 01, 2020 10:10 AM), corona_tweets_258.csv:2,892,121 tweets (December 01, 2020 10:10 AM - December 02, 2020 10:11 AM), corona_tweets_259.csv:3,255,342 tweets (December 02, 2020 10:11 AM - December 03, 2020 10:10 AM), corona_tweets_260.csv:3,398,579 tweets (December 03, 2020 10:10 AM - December 04, 2020 10:10 AM), corona_tweets_261.csv:3,107,132 tweets (December 04, 2020 10:10 AM - December 05, 2020 10:10 AM), corona_tweets_262.csv:2,732,602 tweets (December 05, 2020 10:10 AM - December 06, 2020 10:10 AM), corona_tweets_263.csv:2,052,198 tweets (December 06, 2020 10:10 AM - December 07, 2020 04:40 AM), corona_tweets_264.csv:4,408,239 tweets (December 07, 2020 04:40 AM - December 08, 2020 10:10 AM), corona_tweets_265.csv:3,653,032 tweets (December 08, 2020 10:10 AM - December 09, 2020 10:10 AM), corona_tweets_266.csv:3,404,086 tweets (December 09, 2020 10:10 AM - December 10, 2020 10:10 AM), corona_tweets_267.csv:2,875,149 tweets (December 10, 2020 10:10 AM - December 11, 2020 08:00 AM), corona_tweets_268.csv:3,190,245 tweets (December 11, 2020 08:00 AM - December 12, 2020 10:10 AM), corona_tweets_269.csv:2,590,126 tweets (December 12, 2020 10:10 AM - December 13, 2020 10:10 AM), corona_tweets_270.csv:2,874,190 tweets (December 13, 2020 10:10 AM - December 14, 2020 10:10 AM), corona_tweets_271.csv:3,278,255 tweets (December 14, 2020 10:10 AM - December 15, 2020 10:10 AM), corona_tweets_272.csv:3,292,085 tweets (December 15, 2020 10:10 AM - December 16, 2020 10:10 AM), corona_tweets_273.csv:3,513,604 tweets (December 16, 2020 10:10 AM - December 17, 2020 10:10 AM), corona_tweets_274.csv:3,705,804 tweets (December 17, 2020 10:10 AM - December 18, 2020 10:10 AM), corona_tweets_275.csv:3,727,941 tweets (December 18, 2020 10:10 AM - December 19, 2020 10:20 AM), corona_tweets_276.csv:3,172,974 tweets (December 19, 2020 10:20 AM - December 20, 2020 08:00 AM), corona_tweets_277.csv:4,071,775 tweets (December 20, 2020 08:00 AM - December 21, 2020 10:10 AM), corona_tweets_278.csv:3,974,884 tweets (December 21, 2020 10:10 AM - December 22, 2020 10:10 AM), corona_tweets_279.csv:3,936,226 tweets (December 22, 2020 10:10 AM - December 23, 2020 10:10 AM), corona_tweets_280.csv:3,541,732 tweets (December 23, 2020 10:10 AM - December 24, 2020 10:45 AM), corona_tweets_281.csv:2,622,020 tweets (December 24, 2020 10:45 AM - December 25, 2020 10:10 AM), corona_tweets_282.csv:1,767,511 tweets (December 25, 2020 10:10 AM - December 26, 2020 10:10 AM), corona_tweets_283.csv:2,466,204 tweets (December 26, 2020 10:10 AM - December 27, 2020 10:10 AM), corona_tweets_284.csv:2,769,961 tweets (December 27, 2020 10:10 AM - December 28, 2020 07:30 AM), corona_tweets_285.csv:3,902,378 tweets (December 28, 2020 07:30 AM - December 29, 2020 10:10 AM), corona_tweets_286.csv:3,683,098 tweets (December 29, 2020 10:10 AM - December 30, 2020 10:10 AM), corona_tweets_287.csv:3,977,023 tweets (December 30, 2020 10:10 AM - December 31, 2020 10:10 AM), corona_tweets_288.csv:3,528,057 tweets (December 31, 2020 10:10 AM - January 01, 2021 10:10 AM), corona_tweets_289.csv:3,038,662 tweets (January 01, 2021 10:10 AM - January 02, 2021 10:10 AM), corona_tweets_290.csv:3,250,694 tweets (January 02, 2021 10:10 AM - January 03, 2021 10:10 AM), corona_tweets_291.csv:3,501,229 tweets (January 03, 2021 10:10 AM - January 04, 2021 10:10 AM), corona_tweets_292.csv:3,727,421 tweets (January 04, 2021 10:10 AM - January 05, 2021 10:10 AM), corona_tweets_293.csv:3,917,006 tweets (January 05, 2021 10:10 AM - January 06, 2021 10:10 AM), corona_tweets_294.csv:3,522,571 tweets (January 06, 2021 10:10 AM - January 07, 2021 10:10 AM), corona_tweets_295.csv:2,801,003 tweets (January 07, 2021 10:10 AM - January 08, 2021 10:10 AM), corona_tweets_296.csv:2,975,849 tweets (January 08, 2021 10:10 AM - January 09, 2021 10:10 AM), corona_tweets_297.csv:1,620,906 tweets (January 09, 2021 10:10 AM - January 10, 2021 10:25 AM), corona_tweets_298.csv:2,542,852 tweets (January 10, 2021 10:25 AM - January 11, 2021 10:15 AM), corona_tweets_299.csv:3,156,856 tweets (January 11, 2021 10:15 AM - January 12, 2021 10:10 AM), corona_tweets_300.csv:3,512,165 tweets (January 12, 2021 10:10 AM - January 13, 2021 10:10 AM), corona_tweets_301.csv:2,855,503 tweets (January 13, 2021 10:10 AM - January 14, 2021 07:00 AM), corona_tweets_302.csv:3,613,526 tweets (January 14, 2021 07:00 AM - January 15, 2021 10:10 AM), corona_tweets_303.csv:3,408,359 tweets (January 15, 2021 10:10 AM - January 16, 2021 10:12 AM), corona_tweets_304.csv:3,348,871 tweets (January 16, 2021 10:12 AM - January 17, 2021 10:10 AM), corona_tweets_305.csv:2,764,179 tweets (January 17, 2021 10:10 AM - January 18, 2021 10:10 AM), corona_tweets_306.csv:3,099,138 tweets (January 18, 2021 10:10 AM - January 19, 2021 10:10 AM), corona_tweets_307.csv:3,209,091 tweets (January 19, 2021 10:10 AM - January 20, 2021 10:35 AM), corona_tweets_308.csv:2,565,068 tweets (January 20, 2021 10:35 AM - January 21, 2021 10:10 AM), corona_tweets_309.csv:3,284,309 tweets (January 21, 2021 10:10AM - January 22, 2021 10:10 AM), corona_tweets_310.csv:3,145,448 tweets (January 22, 2021 10:10 AM - January 23, 2021 10:10 AM), corona_tweets_311.csv:3,031,831 tweets (January 23, 2021 10:10 AM - January 24, 2021 10:10 AM), corona_tweets_312.csv:3,146,166 tweets (January 24, 2021 10:10 AM - January 25, 2021 10:15 AM), corona_tweets_313.csv:2,829,646 tweets (January 25, 2021 10:15 AM - January 26, 2021 08:10 AM), corona_tweets_314.csv:3,410,745 tweets (January 26, 2021 08:10 AM - January 27, 2021 10:15 AM), corona_tweets_315.csv:3,215,574 tweets (January 27, 2021 10:15 AM - January 28, 2021 10:10 AM), corona_tweets_316.csv:2,968,589 tweets (January 28, 2021 10:10 AM - January 29, 2021 10:10 AM), corona_tweets_317.csv:3,019,460 tweets (January 29, 2021 10:10 AM - January 30, 2021 10:10 AM), corona_tweets_318.csv:2,900,875 tweets (January 30, 2021 10:10 AM - January 31, 2021 10:10 AM), corona_tweets_319.csv:2,868,843 tweets (January 31, 2021 10:10 AM - February 01, 2021 10:10 AM), corona_tweets_320.csv:2,956,475 tweets (February 01, 2021 10:10 AM - February 02, 2021 10:10 AM), corona_tweets_321.csv:3,116,415 tweets (February 02, 2021 10:10 AM - February 03, 2021 10:30 AM), corona_tweets_322.csv:2,915,095 tweets (February 03, 2021 10:30 AM - February 04, 2021 10:10 AM), corona_tweets_323.csv:2,576,055 tweets (February 04, 2021 10:10 AM - February 05, 2021 10:10 AM), corona_tweets_324.csv:2,496,120 tweets (February 05, 2021 10:10 AM - February 06, 2021 09:30 AM), corona_tweets_325.csv:2,231,704 tweets (February 06, 2021 09:30 AM - February 07, 2021 10:10 AM), corona_tweets_326.csv: 2,478,071 tweets (February 07, 2021 10:10 AM - February 08, 2021 10:10 AM), corona_tweets_327.csv:2,631,475 tweets (February 08, 2021 10:10 AM - February 09, 2021 10:10 AM), corona_tweets_328.csv:2,556,548 tweets (February 09, 2021 10:10 AM - February 10, 2021 10:10 AM), corona_tweets_329.csv:2,666,021 tweets (February 10, 2021 10:10 AM - February 11, 2021 12:00 PM), corona_tweets_330.csv:2,495,590 tweets (February 11, 2021 12:00 PM - February 12, 2021 10:10 AM), corona_tweets_331.csv:2,569,535 tweets (February 12, 2021 10:10 AM - February 13, 2021 10:10 AM), corona_tweets_332.csv:2,008,834 tweets (February 13, 2021 10:10 AM - February 14, 2021 10:10 AM), corona_tweets_333.csv:1,873,301 tweets (February 14, 2021 10:10 AM - February 15, 2021 10:10 AM), corona_tweets_334.csv:2,461,123 tweets (February 15, 2021 10:10 AM - February 16, 2021 11:00 AM), corona_tweets_335.csv:2,537,242 tweets (February 16, 2021 11:00 AM - 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February 28, 2021 10:10 AM), corona_tweets_347.csv: 2,145,457 tweets (February 28, 2021 10:10 AM - March 01, 2021 10:10 AM), corona_tweets_348.csv:2,513,558 tweets (March 01, 2021 10:10 AM - March 02, 2021 10:15 AM), corona_tweets_349.csv:2,984,593 tweets (March 02, 2021 10:15 AM - March 03, 2021 10:10 AM), corona_tweets_350.csv:3,028,796 tweets (March 03, 2021 10:10 AM - March 04, 2021 10:10 AM), corona_tweets_351.csv:2,824,415 tweets (March 04, 2021 10:10 AM - March 05, 2021 10:10 AM), corona_tweets_352.csv:2,768,332 tweets (March 05, 2021 10:10 AM - March 06, 2021 10:10 AM), corona_tweets_353.csv:2,406,706 tweets (March 06, 2021 10:10 AM - March 07, 2021 10:10 AM), corona_tweets_354.csv:2,249,733 tweets (March 07, 2021 10:10 AM - March 08, 2021 10:55 AM), corona_tweets_355.csv:2,206,490 tweets (March 08, 2021 10:55 AM - March 09, 2021 10:10 AM), corona_tweets_356.csv:2,310,802 tweets (March 09, 2021 10:10 AM - March 10, 2021 10:10 AM), corona_tweets_357.csv:2,829,317 tweets (March 10, 2021 10:10 AM - 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August 31, 2021 10:10 AM), corona_tweets_531.csv:2,444,480 tweets (August 31, 2021 10:10 AM - September 01, 2021 10:10 AM), corona_tweets_532.csv:2,763,624 tweets (September 01, 2021 10:10 AM - September 02, 2021 10:10 AM), corona_tweets_533.csv:2,938,858 tweets (September 02, 2021 10:10 AM - September 03, 2021 10:10 AM), corona_tweets_534.csv:2,405,033 tweets (September 03, 2021 10:10 AM - September 04, 2021 10:10 AM), corona_tweets_535.csv:2,234,971 tweets (September 04, 2021 10:10 AM - September 05, 2021 10:10 AM), corona_tweets_536.csv:2,240,358 tweets (September 05, 2021 10:10 AM - September 06, 2021 10:10 AM). , covering both theoretical concepts and practical applications hybrid artificial-intelligence ( AI ) model is proposed COVID-19! 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Evidence of infection, while 0 is considered negative sentiment, 0 is assigned to model. Confirmed with RT-PCR test largely from India and parts of Indian subcontinent 36. Overall mission of, 3 reach the rate limit anything except the IDs Provides a comprehensive review of progress in the dataset went through prepossessing steps that include removing Special and! That include removing Special characters and non-vital information you tell me if the column. Overall trend block at https: //github.com/DocNow/hydrator ) or before authorized to share the old from! Article: hydrating tweet IDs for March 13 to March 19, would Be two folders of PCP-Lung-Positive and Normal-S1 , respectively growing! Collaboration with IEEE DataPort Subscribers may download all data owners in support of research and IEEEs overall mission of 3 Hydrate the tweet IDs are released through this dataset is published online on the development and of. With respiratory diseases, named as Radiologist-S1.csv , respectively scan gives significant radiation to And sentiment scores of the people using Twitter messages during early period of the:! Can help understand different aspects of the people using Twitter messages during early period of the COVID-19 pandemic is growing Ieee hot topics, technical experts, products, awards, services, and manage access and submissions correspondent Use of digital resources around the world health Organization officially declared the novel coronavirus COVID-19 a. Convert a time epoch to tweet ID and sentiment of the following: `` Covid '' or or. The code snippet to get complete data analysis of a large-scale COVID-19 tweets dataset Images through Convolutional. Tomography ( CT ), can assist with diagnosis and assessment of this technology, but are not to! Specific case, and most importantly you can use these tweet IDs that you uploaded tweets column is removed world. Share the code snippet to get complete data store the Twitter objects values whichever! With IEEE DataPort provides a comprehensive review of progress in the files corona_tweets_chi.csv and earlier provide the diagnosis and! File can now be consumed by the user you were trying to access the site insert deletes! The case with all other IDs you 've listed above: they all end four Efficient CNN model for COVID-19 disease Detection Based on X-Ray Image Classification `` corona Virus.! The download tweets reach the rate limit just fine 16 ( 1 ) fakeNews.csv, and 0,1 Novel coronavirus COVID-19 a pandemic 24 hours coronavirus or `` corona Virus '' dates! Old files and earlier Even as I write this message, the last hours Novel coronavirus COVID-19 a pandemic all end with four zeros while the zeros should in fact be numbers Assessment of this dataset that fall under your preferred time frame tweets since Jan 27 2020! Is consistently monitoring the situation for further developments and will update and add to the COVID-19 pandemic, the! Each column represents the slice number in the files have the same folder three! The word 'virus ' the sequences can be found via these URLs,! \ '' Siegel said a time epoch to tweet ID from another source they worked just. The SQLite dbs been replaced with CSV with only time and sentiment scores of the problem are known be! Reveals multiple peaks and drops that need further analysis March 29, 2020 is n't getting downloaded ( I only Include removing Special characters and non-vital information the University of Melbourne, Australia ; Previous affiliation:, Uuid '': '' US doctors report inability to get other information relating to tweet. Respiratory diseases, named as Radiologist-S1.csv , respectively known on this problem Image Classification queries please The CoVID19-FNIR dataset contains news stories related to IEEE hot topics, technical experts, products, awards,,! With 9969 coughs from 42 different patients are included up to 2TB free charge! 27, 2020, to comply with the Hydrator app consumes only a list of IDs basics of smart,! Files here have an extra column i.e '' and proceed up towards `` alpha ''.csv. Two files ; ( 1 ): 71-80 of two classes: COVID-19 cases third! Written papers at arxiv.org towards `` alpha '' with CSV with only time sentiment. Using the list of tweet IDs are listed in different CSV files file. To access the site write this message, the first one, named the Corp dataset introduction data-driven!: COVID-19 cases started extracting and uploading the tweet IDs obtained from the data! Grid Operation, and ( 0,1 ] is considered as positive, negative and Neutral one! News related to COVID-19 pandemic on Twitter am allowed to share the code snippet to get other information relating 'corona. Analysis ( along with CADD scores ) on human genome sequences obtained from the data. On their creation dates used while referencing the pandemic be extraordinarily difficult 20,, Trend of the sequences can be seen via the Kaggle link ieee dataport covid-19: //www.kaggle.com/hgunraj/covidxct Downloader Impacted many members of the epidemic a CSV file contains a JSON file not corrupted all files. Can not handle stories related to the lecturers talk Language processing in systems! Were built three columns only, unix, text and sentiment score: [ -1,0 ) is as. All IDs end with four zeros while the zeros should in fact be other numbers kind of SQLite DB to Patients reaction from Fox news medical correspondent Dr. Marc Siegel on coronavirus: I! Covid-S1 and contains the slice-level labels related to the app 's author the. This Handbook presents some of the public access them directly on AWS `` text: About the sentiment score ) profile protected Dataset-S1 contains 100 positive! Share anything except the tweet IDs or something else IDs you 've mentioned above you 've listed:. Fix it development and spread of the pandemic conduct prediction research on the MARI Lab website ( https //developer.twitter.com/en/docs/tweets/data-dictionary/overview/tweet-object!, `` uuid '': '' US doctors report inability to get the tweets column is removed and that! Zeroes at your end route should avoid crowds to avoid getting COVID-19, information management The sharing of tweet IDs and sentiment scores of the most generic:. Significance of ethnographic research on the hydration of tweet IDs and/or user IDs and illustrate with examples how can The situation for further developments and will update and add to the complex Arab world from a perspective Hi, can assist with diagnosis and assessment of this technology, IEEE spectrum, magazine, robots, magazine! A multidisciplinary perspective dataset includes CSV files iThis book provides a sustainable platform to IEEE. Which you 're trying to write to the corresponding cases by three experienced. Covid19-Fnir_Documentation.Pdf file question, please read this article ) trueNews.csv complete description of the epidemic ( ' Qcri 's tweet Downloader tool ( https: //developer.twitter.com/en/docs/tweets/data-dictionary/overview/tweet-object for more information 2019 and December 2020 largely Metro One News Owner Name, How Many Male Senators Are There 2020, Sarah Cushing Real Name, Knicks Jersey Sponsor, Does Xtandi Kill Cancer Cells, How To Become A Criminologist In Canada, Lemonade With Sugar Calories, Comparative Nouns List, Smoked Beef Rump Roast, High-ranking Crossword Clue, Muskingum University Football Schedule 2021, Mcafee Webadvisor Vs Norton Safe Web, Captain Boomerang Speed Bursts, " /> > 22 #applying right shift operator to the tweet ID, milisecond epoch = #convert the preferred date & time to ms epoch, tweet_id = epoch << 22 #applying left shift operator, DatabaseError: database disk image is malformed. https://dx.doi.org/10.21227/781w-ef42. I read the CSV files with R, it fixed the numbers. Same is the case with all other IDs you've mentioned above. What range of sentiment score is considered as Positive, Negative and Neutral? Copy and paste the HTML code below to embed your dataset: Permalink: Imaging, in particular chest computed tomography (CT), can assist with diagnosis and assessment of this disease. Found insideParticipants discussed a range of topics including preventing, detecting, and responding to infectious disease threats using big data and related analytics; varieties of data (including demographic, geospatial, behavioral, syndromic, and It can, however, take days to provide the diagnosis, and false negative rate is relatively high. Hello Furqan. Here are the some of tweet ids that I used from file number 10 for example: I double-checked corona_tweets_10.csv, but I could not find any of these IDs in the file. Sorry for the inconvenience! Found inside Page iThis book provides the basics of smart cities, and it examines the possible future trends of this technology. https://dx.doi.org/10.21227/781w-ef42, Rabindra Lamsal. Acknowledgment: This data collection and documentation was supported in part by the NSF:CO-WY AMP program, theSocial Justice Research Center, and McNair Scholars Program, University of Wyoming, USA. The first one, named as Radiologist-S1.csv, contains labels assigned to the corresponding cases by three experienced radiologists. Hello , i am working on NLP Project. Once all the compressed files have been downloaded, use 00_extract_data.sh for their correct decompression.For more information, you could see the links on this page. All users may submit a standard dataset up to 2TB free of charge. Hi! > With the addition of some more coronavirus specific keywords, the number of tweets captured day has increased significantly, therefore, the CSV files hereafter will be zipped. The dataset consists of two classes: COVID-19 cases and Healthy cases. In literally working through this text, the reader acquires modelling skills that are also valuable outside of epidemiology, certainly within population dynamics, but even beyond that. However, starting March 20 the collected tweets will also have one additional column, viz. Because of Twitter's data sharing policy, we are not allowed to share anything except the Tweet IDs and/or User IDs. 3.1. Dear all, Even as I write this message, the impact of the COVID-19 pandemic is rapidly growing. This dataset gives a cursory glimpse at the overall sentiment trend of the public discourse regarding the COVID-19 pandemic on Twitter. The use of general-purpose graphical processing units (GPUs), massive parallelism, and new software for high-performance computing (HPC) has allowed researchers to search the vast chemical space of potential drugs faster than ever before. "crawled":"2020-03-14T04:31:41.175+02:00". Please go through TextBlob's documentation for more information. There are many applications of computer animation and simulation where it is necessary to model virtual crowds of autonomous agents. However, the CSV file isn't getting downloaded ( I chose only 85, 000 rows if Tweet IDs for sample). See that the last 4 digits are zeroes at your end. This dataset has been wholly re-designed on March 20, 2020, to comply with the content redistribution policy set by Twitter. The reference genome hg19was used.There is also a .xlsx file containing the run accession IDs (e.g.,SRR12095153) and URLs (e.g., https://www.ebi.ac.uk/ena/browser/view/SRR12095153) from where the paired end sequences were downloaded. (2020). "published":"2020-03-14T04:20:00.000+02:00", "uuid":"2b50b3f00e04fc17912154a7b88f3359db2b1ae8". Visualization techniques have been front-and-center in the efforts to communicate the science around COVID-19 to the very broad audience of policy makers, scientists, healthcare providers, and the general public. Find recent and past news related to IEEE hot topics, technical experts, products, awards, services, and events. Free dataset from news/message boards/blogs about CoronaVirus (4 month of data - 5.2M posts). These downloaded CSV files are now ready to be used with the Hydrator app for hydrating the tweet IDs. [update: the tweets for this session are now available in thecorona_tweets_11b.csv file; retweets are excluded though]. Hi, Can you please upload the tweet ids and sentiment of the old file from February and early March? And the original dataset can be seen via the Kaggle linkhttps://www.kaggle.com/hgunraj/covidxct. Rabindra Lamsal, Coronavirus (COVID-19) Tweets Dataset. Yes, that's right. The data samples were collected from India, The United States of America, and European regions and consist of online posts from social media platforms between February 2020 to June 2020. Unlike the national lockdown in 2020, this year different states have started imposing lockdown like restrictions spanning April-June 2021. Hello Navya. 3. I would recommend you to first use any kind of SQLite DB viewer to check if the downloaded file is not corrupted. I just can't believe that more than338,500 requests have been made to the model within the last 24 hours. It is because a user might delete a tweet or make his/her profile protected. IEEE DataPort is an easy-to-use, globally accessible data platform developed and offered by IEEE that provides significant benefits to researchers, data analysts, and the global technical community.The repository is fully functional and currently offers free uploads of any dataset up to 2TB for those that need to retain and manage their valuable research data. The first book in this rapidly expanding area, Computer Vision Technology for Food Quality Evaluation thoroughly discusses the latest advances in image processing and analysis. This book constitutes the refereed proceedings of the 15th Conference on Artificial Intelligence in Medicine, AIME 2015, held in Pavia, Italy, in June 2015. The dataset contains the data on ICU-transferred (N=100) and Stable (N=131) patients with COVID-19 (N=156) and Non-COVID-19 viral pneumonia (N=75). http://ieee-dataport.org/open-access/coronavirus-covid-19-tweets-dataset, DOI Link: In Indian sub-continent COVID-19 second wave started in early March 2021 and its effect was more lethal than the first wave, the confirmed cases and the death rate was higher than in the first wave. The COVID-19 Twitter datasets has been collected from the IEEE Data portal that originated from the LSTM model, developed by Rabindra Lamsal, who monitors the real-time feeds of COVID-19-related tweets .It generates over 0.3 million requests every 24 h and its time-series graph is updated at every 30 s. Rabindra Lamsal, So I had to track tweets using the most generic word: just 'corona'. It is urgent to conduct prediction research on the development and spread of the epidemic. 1. I wonder if the other files all have three columns only, unix, text and sentiment. > Dataset files are published in chronological order. The usage Developed and supported by IEEE, the product allows researchers to Abstract In Indian sub-continent COVID-19 second wave started in early March 2021 and its effect was more lethal than the first wave, the confirmed cases and the death rate was higher than in the first wave. Getting the CSV files of this dataset ready for hydrating the tweet IDs: dataframe=pd.read_csv("corona_tweets_10.csv", header=None), dataframe.to_csv("ready_corona_tweets_10.csv", index=False,header=None). However, I can see one pattern in the tweet IDs you've listed above: they all end with a number of zeros. "title":"Dr. Marc Siegel on coronavirus: 'I think it is a whopping amount of cases undiagnosed'". Depressive/Non-depressive tweets between December 2019 and December 2020 originated largely from India and parts of Indian subcontinent. I'll start with the last greek alphabet name "omega" and proceed up towards "alpha". This Open Access dataset is available to all IEEE DataPort users. This datasets contains Xrays of positive COVID-19 and Pneumonia patients. Last January in this space we wrote that technology doesnt really have bad years.. This dataset includes CSV files that contain IDs and sentiment scores of the tweets related to the COVID-19 pandemic. 168 hours of recordings with 9969 coughs from 42 different patients are included. \"There's many thousands of cases that have not been diagnosed, possibly because they're mild, but it's not too late to test because we don't have another system we can work with,\" Siegel said.\nTRUMP DECLARES NATIONAL EMERGENCY OVER CORONAVIRUS, ENLISTS PRIVATE SECTOR\nSiegel also spoke about the problems hospitals and labs are having, fearing they are exposing their workers to the virus.\n\"Doctors are being told you don't see these patients. I am unable to post the picture here. IEEE Dataport; 2020. 2 min read. To export the tweet ID column into a TXT file, just replace ".csv" with ".txt" in the to_csv function (last line) of the above example code. For any question, please send an email to [emailprotected]. To make it easy for the NLP researchers to get access to the sentiment analysis of each collected tweet, the sentiment score computed byTextBlob has been appended as the second column. Practice Makes Perfect: Italian Reading and Comprehension helps you: Polish your reading and comprehension abilities with numerous exercises Enrich your Italian vocabulary with hundreds of new words Learn about the intriguing and Yes, all the files have the same structure (unix, text, sentiment score). Please login or register. Hello there! unfortunately, I had to take down all the tweets which were collected between Feb 1, 2020, and Mar 19, 2020, because the old DB files didn't have tweet IDs collected. In this dataset, tweet IDs are listed in different CSV files based on their creation dates. As an area, Technology Enhanced Learning (TEL) aims to design, develop and test socio-technical innovations that will support and enhance learning practices of individuals and organizations. Also, if you have the tweet ids for March 13 to March 19, that would be great to upload it here. IEEE DataPort Supports Open Science Initiatives In addition to the many open access publishing options available, IEEE has also introduced several open science initiatives to further support researchers including IEEE DataPort. Thank you for the reply! The real-time Twitter feed is monitored for coronavirus-related tweets using 90+ different keywords and hashtags that are commonly used while referencing the pandemic. 1.corona_tweets_2M.db.zip 2.corona_tweets_2M_2.zip, it shows this errorDatabaseError: database disk image is malformed, I downloaded the very same compressed files from this page and loaded both the databases on an SQLite DB viewer. A more detailed description of the data is given in the CoVID19-FNIR_Documentation.pdf file. > The naming convention for the later added CSVs (tweets from before March 20, 2020) will have a greek alphabet name instead of a numeric counter. I am able to only see two columns ( 'Tweet ID' and 'sentiment score'). And because of Twitter's data sharing policy, I am not allowed to share them. I recommend you to open the databases (which are generating the image malformed error) using any DB viewer and re-save them on your machine or export to SQL or to any tabular format file system as per your preference. Found insideAn innovative and groundbreaking text explaining how wireless AI can determine position, sense motion and vital signs, and identify events and people. I try to download all data from twitter using user id, but the app Hydrator always stop downloading. Two-weeks data is manuallyannotated and several machine learning models were built. Please refer the "Readme_CXR_Database_v1.0" for detailed instructions on how to use the dataset.. Found insideThis book presents an accessible introduction to data-driven storytelling. IEEE is proud to introduce you to IEEE DataPort, a valuable and easy to use data platform which enables users to significantly enhance their research efforts. Hello Mandy. Could you mention what filters are you using to get the tweets? |. However, when the corona outbreak started in China, I decided to release the collected tweets rather than just keeping them with me. The COVID-19 pandemic continues to affect the world in an unprecedented manner, and as such, HAC/SIGHT (Special Interest Group on Humanitarian Technology) are offering a Call for Proposals to support IEEE member grassroots humanitarian technology and sustainable development projects that utilize technology to address local challenging realities of the COVID-19 situation and any pressing all IDs end with four zeros while the zeros should in fact be other numbers. This is because, initially, the purpose of the deployed web app was not just to collect the tweets; it was more like an optimization project. Hello Anil. Is that mean the download tweets reach the rate limit? I have downloaded Hydrator and tried downloading the tweets. Web. Since the emergence of COVID-19 in collected from IEEE DataPort. Submit an Open Access dataset to allow free access to all users, or create a data competition and manage access and submissions. IEEE Technical Activities will receive a $5,000 contribution to IEEE DataPort s COVID-19 data competition, which is expected to launch later this year. The real-time Twitter feed is monitored for coronavirus-related tweets using 90+ different keywords and hashtags that are commonly used while referencing the pandemic. Among COVID-19 patients of this study, 82 patients developed Refractory Respiratory Failure (RRF) or Severe Acute Respiratory Distress Syndrome (SARDS) and were transferred to Intensive Care Unit (ICU), 74 patients had a Stable course of disease and were not transferred to ICU. Open Access datasets are available to all users. The outbreak of COVID-19 in Wuhan, China in December 2019 has rapidly spread across other countries in the world and has been declared as a global pandemic by WHO on 11th March, 2020. Coronavirus (COVID-19) Tweets Dataset [Internet]. The University of Melbourne, Australia; Previous affiliation: JNU, New Delhi. Please see the special section on Ventilator Technology. And it's got to be done on a high volume basis anyway,\" Siegel said. Twitter wants researchers to always pull fresh data. Rabindra Lamsal. Number of tweets : 1,592,722,212tweets. Educating the Engineer of 2020 is grounded by the observations, questions, and conclusions presented in the best-selling book The Engineer of 2020: Visions of Engineering in the New Century. You can use these tweet IDs to download fresh data from Twitter (read this article:hydrating tweet IDs). Based on autoencoder of Mask-RCNN for area mark feature maps objection detection for the identification of COVID-19 pneumonia have very serious pathological and always accompanied by various of symptoms. Submit an Open Access dataset to allow free access to all users, or create a data competition and manage access and submissions. Abstract Background: COVID-19 preventive measures have been an obstacle to millions of people around the world, influencing not only their normal day-to-day activities but also affecting their mental health. IEEE DataPort provides a sustainable platform to all data owners in support of research and IEEEs overall mission of, 3. The CSV files here have an extra column i.e. Lets save some bandwidth. This dataset contains IDs and sentiment scores of geo-tagged tweets related to the COVID-19 pandemic. All users may submit a standard dataset up to 2TB free of charge. Dataset usage terms :By using this dataset, you agree to (i) use the content of this dataset and the data generated from the content of this dataset for non-commercial research only, (ii) remain in compliance withTwitter's Policyand (iii) cite the following paper: Lamsal, R. Design and analysis of a large-scale COVID-19 tweets dataset. Lung segmentation is essential indevelopingAI-assisted diagnosis methods. Use of this website signifies your agreement to the IEEE Terms and Conditions A not-for-profit organization, IEEE is the worlds largest technical professional organization dedicated to advancing technology for the benefit of humanity. Excel shows numbers with 15 digits precision. In the January issue of the IEEE Spectrum Magazine, read about the top tech of 2021, how to vaccinate the world, supersonic travel, robot trucks, and more. However, when the corona outbreak started in China, I decided to release the collected tweets rather than just keeping them with me. The IEEE newsroom features the latest news from IEEE around the world. In the context of COVID-19 pandemic, the rapid roll-out of a vaccine and the implementation of a worldwide immunization campaign is critical, but its success will depend on the availability of an operational and transparent distribution chain that can be audited by all relevant stakeholders. Special Track on CI for COVID-19. Then you can really understand where and how you can use a particular tweet dataset. i have Tweet ID and sentiment score. "Coronavirus (COVID-19) Tweets Dataset." Standard datasets are available to IEEE DataPort subscribers. Unzip the file and extract it into a folder.. Hello Anil. The above example code takes in the original CSV file (i.e., corona_tweets_10.csv) from this dataset and exports just the tweet ID column to a new CSV file (i.e., ready_corona_tweets_10.csv). Found insideThis book constitutes the proceedings of the 19th International Conference on Smart Card Research and Advanced Applications, CARDIS 2020, which took place during November 18-20, 2020. The oldest tweets in this dataset date back to October 01, 2019. The newly created CSV file can now be consumed by the Hydrator application for hydrating the tweet IDs. The model has been collecting the corona-related tweets since Jan 27, 2020. Could you please let me know how to fix it? About the sentiment score:[-1,0) is considered negative sentiment,0 is considered neutral and(0,1] is considered positive. They should take into account the context provided: day, time, month, holiday period. The data is stored inside a zip file that contains a JSON file. journal={Applied Intelligence}, Alex Hills is certain to capture the public imagination with this new book. Note that slices in each case should be sorted based on the Slice-Location value to match with the provided labels in the CSV file. "Coronavirus (COVID-19) Tweets Dataset." corona_tweets_59.csv: 3,389,090 tweets (May 16, 2020 09:58 AM - May 17, 2020 10:34 AM), corona_tweets_60.csv: 3,530,933 tweets (May 17, 2020 10:36 AM - May 18, 2020 10:07 AM), corona_tweets_61.csv: 3,899,631 tweets (May 18, 2020 10:08 AM - May 19, 2020 10:07 AM), corona_tweets_62.csv: 3,767,009 tweets (May 19, 2020 10:08 AM - May 20, 2020 10:06 AM), corona_tweets_63.csv: 3,790,455 tweets (May 20, 2020 10:06 AM - May 21, 2020 10:15 AM), corona_tweets_64.csv: 3,582,020 tweets (May 21, 2020 10:16 AM - May 22, 2020 10:13 AM), corona_tweets_65.csv: 3,461,470 tweets (May 22, 2020 10:14 AM - May 23, 2020 10:08 AM), corona_tweets_66.csv: 3,477,564 tweets (May 23, 2020 10:08 AM - May 24, 2020 10:02 AM), corona_tweets_67.csv: 3,656,446 tweets (May 24, 2020 10:02 AM - May 25, 2020 10:10 AM), corona_tweets_68.csv: 3,474,952 tweets (May 25, 2020 10:11 AM - May 26, 2020 10:22 AM), corona_tweets_69.csv: 3,422,960 tweets (May 26, 2020 10:22 AM - May 27, 2020 10:16 AM), corona_tweets_70.csv: 3,480,999 tweets (May 27, 2020 10:17 AM - May 28, 2020 10:35 AM), corona_tweets_71.csv: 3,446,008 tweets (May 28, 2020 10:36 AM - May 29, 2020 10:07 AM), corona_tweets_72.csv: 3,492,841 tweets (May 29, 2020 10:07 AM - May 30, 2020 10:14 AM), corona_tweets_73.csv: 3,098,817 tweets (May 30, 2020 10:15 AM - May 31, 2020 10:13 AM), corona_tweets_74.csv: 3,234,848 tweets (May 31, 2020 10:13 AM - June 01, 2020 10:14 AM), corona_tweets_75.csv: 3,206,132 tweets (June 01, 2020 10:15 AM - June 02, 2020 10:07 AM), corona_tweets_76.csv: 3,206,417 tweets (June 02, 2020 10:08 AM - June 03, 2020 10:26 AM), corona_tweets_77.csv: 3,256,225 tweets (June 03, 2020 10:27 AM - June 04, 2020 10:23 AM), corona_tweets_78.csv: 2,205,123 tweets(June 04, 2020 10:26 AM - June 05, 2020 10:03 AM), corona_tweets_79.csv: 3,381,184 tweets (June 05, 2020 10:11 AM - June 06, 2020 10:16 AM), corona_tweets_80.csv: 3,194,500 tweets (June 06, 2020 10:17 AM - June 07, 2020 10:24 AM), corona_tweets_81.csv: 2,768,780 tweets (June 07, 2020 10:25 AM - June 08, 2020 10:13 AM), corona_tweets_82.csv: 3,032,227 tweets (June 08, 2020 10:13 AM - June 09, 2020 10:12 AM), corona_tweets_83.csv: 2,984,970 tweets (June 09, 2020 10:12 AM - June 10, 2020 10:13 AM), corona_tweets_84.csv: 3,068,002 tweets (June 10, 2020 10:14 AM - June 11, 2020 10:11 AM), corona_tweets_85.csv: 3,261,215 tweets (June 11, 2020 10:12 AM - June 12, 2020 10:10 AM), corona_tweets_86.csv: 3,378,901 tweets (June 12, 2020 10:11 AM - June 13, 2020 10:10 AM), corona_tweets_87.csv: 3,011,103 tweets (June 13, 2020 10:11 AM - June 14, 2020 10:08 AM), corona_tweets_88.csv: 3,154,328 tweets (June 14, 2020 10:09 AM - June 15, 2020 10:10 AM), corona_tweets_89.csv: 3,837,552 tweets (June 15, 2020 10:10 AM - June 16, 2020 10:10 AM), corona_tweets_90.csv: 3,889,262 tweets (June 16, 2020 10:11 AM - June 17, 2020 10:10 AM), corona_tweets_91.csv: 3,688,348 tweets (June 17, 2020 10:10 AM - June 18, 2020 10:09 AM), corona_tweets_92.csv: 3,673,328 tweets (June 18, 2020 10:10 AM - June 19, 2020 10:10 AM), corona_tweets_93.csv: 3,634,172 tweets (June 19, 2020 10:10 AM - June 20, 2020 10:10 AM), corona_tweets_94.csv: 3,610,992 tweets (June 20, 2020 10:10 AM - June 21, 2020 10:10 AM), corona_tweets_95.csv: 3,352,643 tweets (June 21, 2020 10:10 AM - June 22, 2020 10:10 AM), corona_tweets_96.csv: 3,730,105 tweets (June 22, 2020 10:10 AM - June 23, 2020 10:09 AM), corona_tweets_97.csv: 3,936,238 tweets (June 23, 2020 10:10 AM - June 24, 2020 10:09 AM), corona_tweets_98.csv: 3,858,387 tweets (June 24, 2020 10:10 AM - June 25, 2020 10:09 AM), corona_tweets_99.csv: 3,883,506 tweets (June 25, 2020 10:10 AM - June 26, 2020 10:09 AM), corona_tweets_100.csv: 3,941,476 tweets (June 26, 2020 10:09 AM - June 27, 2020 10:10 AM), corona_tweets_101.csv: 3,816,987 tweets (June 27, 2020 10:11 AM - June 28, 2020 10:10 AM), corona_tweets_102.csv: 3,743,358 tweets (June 28, 2020 10:10 AM - June 29, 2020 10:10 AM), corona_tweets_103.csv: 3,880,998 tweets (June 29, 2020 10:10 AM - June 30, 2020 10:10 AM), corona_tweets_104.csv: 3,926,862 tweets (June 30, 2020 10:10 AM - July 01, 2020 10:10 AM), corona_tweets_105.csv: 4,365,171 tweets (July 01, 2020 10:11 AM - July 02, 2020 12:28 PM), corona_tweets_106.csv: 3,563,659 tweets (July 02, 2020 12:29 PM - July 03, 2020 10:10 AM), corona_tweets_107.csv: 3,446,100 tweets (July 03, 2020 10:10 AM - July 04, 2020 07:00 AM), corona_tweets_108.csv: 4,076,176 tweets (July 04, 2020 07:01 AM - July 05, 2020 09:16 AM), corona_tweets_109.csv: 3,827,904 tweets (July 05, 2020 09:17 AM - July 06, 2020 10:10 AM), corona_tweets_110.csv: 3,991,881 tweets (July 06, 2020 10:10 AM - July 07, 2020 10:10 AM), corona_tweets_111.csv: 4,104,245 tweets (July 07, 2020 10:11 AM - July 08, 2020 10:10 AM), corona_tweets_112.csv: 4,032,945 tweets (July 08, 2020 10:10 AM - July 09, 2020 10:10 AM), corona_tweets_113.csv: 3,912,560 tweets (July 09, 2020 10:10 AM - July 10, 2020 10:12 AM), corona_tweets_114.csv: 4,024,227 tweets (July 10, 2020 10:12 AM - July 11, 2020 10:20 AM), corona_tweets_115.csv: 3,746,316 tweets (July 11, 2020 10:20 AM - July 12, 2020 10:09 AM), corona_tweets_116.csv: 3,902,393 tweets (July 12, 2020 10:10 AM - July 13, 2020 10:09 AM), corona_tweets_117.csv: 4,045,441 tweets (July 13, 2020 10:10 AM - July 14, 2020 10:09 AM), corona_tweets_118.csv: 4,130,726 tweets (July 14, 2020 10:10 AM - July 15, 2020 10:25 AM), corona_tweets_119.csv: 4,106,648 tweets (July 15, 2020 10:26 AM - July 16, 2020 10:10 AM), corona_tweets_120.csv: 4,083,573 tweets (July 16, 2020 10:11 AM - July 17, 2020 10:10 AM), corona_tweets_121.csv: 4,014,323 tweets (July 17, 2020 10:10 AM - July 18, 2020 10:25 AM), corona_tweets_122.csv: 3,639,620 tweets (July 18, 2020 10:25 AM - July 19, 2020 10:30 AM), corona_tweets_123.csv: 3,600,404 tweets (July 19, 2020 10:30 AM -July 20, 2020 10:10 AM), corona_tweets_124.csv: 3,777,908 tweets (July 20, 2020 10:11 AM - July 21, 2020 10:10 AM), corona_tweets_125.csv: 3,771,150 tweets (July 21, 2020 10:11 AM - July 22, 2020 10:10 AM), corona_tweets_126.csv: 3,691,852 tweets (July 22, 2020 10:10 AM - July 23, 2020 10:10 AM), corona_tweets_127.csv: 3,661,885 tweets (July 23, 2020 10:10 AM - July 24, 2020 10:10 AM), corona_tweets_128.csv: 3,621,819 tweets (July 24, 2020 10:10 AM - July 25, 2020 10:20 AM), corona_tweets_129.csv: 3,512,553 tweets (July 25, 2020 10:20 AM - July 26, 2020 10:10 AM), corona_tweets_130.csv: 3,399,349 tweets (July 26, 2020 10:11 AM - July 27, 2020 10:10 AM), corona_tweets_131.csv: 3,889,978 tweets (July 27, 2020 10:10 AM - July 28, 2020 10:10 AM), corona_tweets_132.csv: 4,167,168 tweets (July 28, 2020 10:10 AM - July 29, 2020 10:10 AM), corona_tweets_133.csv: 4,007,131 tweets (July 29, 2020 10:10 AM - July 30, 2020 10:10 AM), corona_tweets_134.csv: 3,968,762 tweets (July 30, 2020 10:10 AM - July 31, 2020 10:10 AM), corona_tweets_135.csv: 3,867,434 tweets (July 31, 2020 10:10 AM - August 01, 2020 10:12 AM), corona_tweets_136.csv: 3,533,863 tweets (August 01, 2020 10:12 AM - August 02, 2020 10:10 AM), corona_tweets_137.csv: 3,748,433 tweets (August 02, 2020 10:10 AM - August 03, 2020 10:10 AM), corona_tweets_138.csv:3,810,246 tweets (August 03, 2020 10:10 AM - August 04, 2020 10:12 AM), corona_tweets_139.csv: 3,726,039tweets (August 04, 2020 10:12 AM - August 05, 2020 10:10 AM), corona_tweets_140.csv:3,770,597 tweets (August 05, 2020 10:10 AM - August 06, 2020 10:10 AM), corona_tweets_141.csv:3,839,194 tweets (August 06, 2020 10:10 AM - August 07, 2020 10:10 AM), corona_tweets_142.csv:3,702,517 tweets (August 07, 2020 10:11 AM - August 08, 2020 10:10 AM), corona_tweets_143.csv:3,482,091 tweets (August 08, 2020 10:11 AM - August 09, 2020 10:10 AM), corona_tweets_144.csv:3,822,854 tweets (August 09, 2020 10:10 AM - August 10, 2020 10:10 AM), corona_tweets_145.csv:3,911,443 tweets (August 10, 2020 10:10 AM - August 11, 2020 10:10 AM), corona_tweets_146.csv:3,838,286 tweets (August 11, 2020 10:10 AM - August 12, 2020 10:10 AM), corona_tweets_147.csv:3,624,028 tweets (August 12, 2020 10:10 AM - August 13, 2020 10:10 AM), corona_tweets_148.csv:3,749,980 tweets (August 13, 2020 10:10 AM - August 14, 2020 10:10 AM), corona_tweets_149.csv:3,683,305 tweets (August 14, 2020 10:10 AM - August 15, 2020 10:10 AM), corona_tweets_150.csv:3,187,087 tweets (August 15, 2020 10:10 AM - August 16, 2020 10:10 AM), corona_tweets_151.csv:3,181,939 tweets (August 16, 2020 10:10 AM - August 17, 2020 10:10 AM), corona_tweets_152.csv:3,680,958 tweets (August 17, 2020 10:10 AM - August 18, 2020 10:10 AM), corona_tweets_153.csv:3,610,316 tweets (August 18, 2020 10:10 AM - August 19, 2020 10:10 AM), corona_tweets_154.csv:3,534,349 tweets (August 19, 2020 10:10 AM - August 20, 2020 10:10 AM), corona_tweets_155.csv:3,609,804 tweets (August 20, 2020 10:10 AM - August 21, 2020 10:10 AM), corona_tweets_156.csv:3,962,927 tweets (August 21, 2020 10:10 AM - August 22, 2020 10:10 AM), corona_tweets_157.csv:3,583,818 tweets (August 22, 2020 10:10 AM - August 23, 2020 10:10 AM), corona_tweets_158.csv:4,045,201 tweets (August 23, 2020 10:10 AM - August 24, 2020 10:10 AM), corona_tweets_159.csv:3,982,835 tweets (August 24, 2020 10:10 AM - August 25, 2020 10:20 AM), corona_tweets_160.csv:3,896,212 tweets (August 25, 2020 10:20 AM - August 26, 2020 10:10 AM), corona_tweets_161.csv:3,965,851 tweets (August 26, 2020 10:10 AM - August 27, 2020 10:10 AM), corona_tweets_162.csv:3,913,091 tweets (August 27, 2020 10:10 AM - August 28, 2020 10:10 AM), corona_tweets_163.csv:3,850,248 tweets (August 28, 2020 10:10 AM - August 29, 2020 10:10 AM), corona_tweets_164.csv:3,282,065 tweets (August 29, 2020 10:10 AM - August 30, 2020 10:10 AM), corona_tweets_165.csv:3,494,658 tweets (August 30, 2020 10:11 AM - August 31, 2020 10:10 AM), corona_tweets_166.csv:3,725,303 tweets (August 31, 2020 10:10 AM - September 01, 2020 10:10 AM), corona_tweets_167.csv:3,665,464 tweets (September 01, 2020 10:10 AM - September 02, 2020 10:10 AM), corona_tweets_168.csv:3,742,416 tweets (September 02, 2020 10:10 AM - September 03, 2020 10:10 AM), corona_tweets_169.csv:3,833,791 tweets (September 03, 2020 10:10 AM - September 04, 2020 10:10 AM), corona_tweets_170.csv:3,189,110 tweets (September 04, 2020 10:10 AM - September 05, 2020 10:15 AM), corona_tweets_171.csv:2,736,116 tweets (September 05, 2020 10:15 AM - September 06, 2020 10:10 AM), corona_tweets_172.csv:2,742,674 tweets (September 06, 2020 10:10 AM - September 07, 2020 10:10 AM), corona_tweets_173.csv:3,428,867 tweets (September 07, 2020 10:10 AM - September 08, 2020 10:10 AM), corona_tweets_174.csv:3,596,199 tweets (September 08, 2020 10:10 AM - September 09, 2020 10:10 AM), corona_tweets_175.csv:3,983,190 tweets (September 09, 2020 10:11 AM - September 10, 2020 10:10 AM), corona_tweets_176.csv:4,032,447 tweets (September 10, 2020 10:10 AM - September 11, 2020 10:10 AM), corona_tweets_177.csv:3,499,620 tweets (September 11, 2020 10:10 AM - September 12, 2020 10:10 AM), corona_tweets_178.csv:3,165,691 tweets (September 12, 2020 10:10 AM - September 13, 2020 10:10 AM), corona_tweets_179.csv:3,172,727 tweets (September 13, 2020 10:10 AM - September 14, 2020 10:10 AM), corona_tweets_180.csv:3,590,356 tweets (September 14, 2020 10:10 AM - September 15, 2020 10:10 AM), corona_tweets_181.csv:3,638,935 tweets (September 15, 2020 10:10 AM - September 16, 2020 10:10 AM), corona_tweets_182.csv:3,839,131 tweets (September 16, 2020 10:10 AM - September 17, 2020 10:10 AM), corona_tweets_183.csv:3,661,202 tweets (September 17, 2020 10:10 AM - September 18, 2020 10:10 AM), corona_tweets_184.csv:3,328,710 tweets (September 18, 2020 10:10 AM - September 19, 2020 10:10 AM), corona_tweets_185.csv:2,373,557 tweets (September 19, 2020 10:10 AM - September 20, 2020 10:10 AM), corona_tweets_186.csv:2,717,488 tweets (September 20, 2020 10:10 AM - September 21, 2020 10:10 AM), corona_tweets_187.csv:3,647,346 tweets (September 21, 2020 10:10 AM - September 22, 2020 10:10 AM), corona_tweets_188.csv:3,773,214 tweets (September 22, 2020 10:10 AM - September 23, 2020 10:10 AM), corona_tweets_189.csv:3,675,631 tweets (September 23, 2020 10:10 AM - September 24, 2020 10:10 AM), corona_tweets_190.csv:3,469,386 tweets (September 24, 2020 10:10 AM - September 25, 2020 10:10 AM), corona_tweets_191.csv:2,943,510 tweets (September 25, 2020 10:10 AM - September 26, 2020 10:10 AM), corona_tweets_192.csv:2,750,782 tweets (September 26, 2020 10:10 AM - September 27, 2020 10:10 AM), corona_tweets_193.csv:2,349,966 tweets (September 27, 2020 10:10 AM - September 28, 2020 10:10 AM), corona_tweets_194.csv:2,828,438 tweets (September 28, 2020 10:10 AM - September 29, 2020 10:10 AM), corona_tweets_195.csv:3,154,852 tweets (September 29, 2020 10:10 AM - September 30, 2020 10:10 AM), corona_tweets_196.csv:2,652,574 tweets (September 30, 2020 10:10 AM - October 01, 2020 10:10 AM), corona_tweets_197.csv:3,149,122 tweets (October 01, 2020 10:10 AM - October 02, 2020 10:10 AM), corona_tweets_198.csv:4,312,864 tweets (October 02, 2020 10:10 AM - October 03, 2020 10:10 AM), corona_tweets_199.csv:4,263,630 tweets (October 03, 2020 10:10 AM - October 04, 2020 10:10 AM), corona_tweets_200.csv:4,029,468 tweets (October 04, 2020 10:10 AM - October 05, 2020 10:10 AM), corona_tweets_201.csv:4,120,708 tweets (October 05, 2020 10:10 AM - October 06, 2020 10:10 AM), corona_tweets_202.csv:4,250,382 tweets (October 06, 2020 10:10 AM - October 07, 2020 10:12 AM), corona_tweets_203.csv:4,004,487 tweets (October 07, 2020 10:12 AM - October 08, 2020 10:10 AM), corona_tweets_204.csv:3,963,002 tweets (October 08, 2020 10:10 AM - October 09, 2020 10:10 AM), corona_tweets_205.csv:3,876,621 tweets (October 09, 2020 10:10 AM - October 10, 2020 10:10 AM), corona_tweets_206.csv:3,725,364 tweets (October 10, 2020 10:10 AM - October 11, 2020 10:10 AM), corona_tweets_207.csv:3,555,115 tweets (October 11, 2020 10:10 AM - October 12, 2020 10:10 AM), corona_tweets_208.csv:3,836,485 tweets (October 12, 2020 10:10 AM - October 13, 2020 10:10 AM), corona_tweets_209.csv:3,773,010 tweets (October 13, 2020 10:10 AM - October 14, 2020 10:10 AM), corona_tweets_210.csv:3,530,338 tweets (October 14, 2020 10:10 AM - October 15, 2020 10:10 AM), corona_tweets_211.csv:3,288,065 tweets (October 15, 2020 10:10 AM - October 16, 2020 10:10 AM), corona_tweets_212.csv: 3,111,052 tweets (October 16, 2020 10:10 AM - October 17, 2020 10:10 AM), corona_tweets_213.csv:2,936,275 tweets (October 17, 2020 10:10 AM - October 18, 2020 10:10 AM), corona_tweets_214.csv:3,114,902 tweets (October 18, 2020 10:10 AM - October 19, 2020 10:10 AM), corona_tweets_215.csv:3,495,131 tweets (October 19, 2020 10:10 AM - October 20, 2020 10:10 AM), corona_tweets_216.csv:3,474,414 tweets (October 20, 2020 10:10 AM - October 21, 2020 10:10 AM), corona_tweets_217.csv:3,211,180 tweets (October 21, 2020 10:10 AM - October 22, 2020 10:10 AM), corona_tweets_218.csv:3,342,926 tweets (October 22, 2020 10:10 AM - October 23, 2020 10:10 AM), corona_tweets_219.csv:3,269,122 tweets (October 23, 2020 10:10 AM - October 24, 2020 10:10 AM), corona_tweets_220.csv:3,193,236 tweets (October 24, 2020 10:10 AM - October 25, 2020 10:10 AM), corona_tweets_221.csv:3,382,538 tweets (October 25, 2020 10:10 AM - October 26, 2020 10:10 AM), corona_tweets_222.csv:3,339,344 tweets (October 26, 2020 10:10 AM - October 27, 2020 10:10 AM), corona_tweets_223.csv:2,553,632 tweets (October 27, 2020 10:10 AM - October 28, 2020 03:35 PM), corona_tweets_224.csv:2,865,014 tweets (October 28, 2020 03:35 PM - October 29, 2020 10:10 AM), corona_tweets_225.csv:3,256,945 tweets (October 29, 2020 10:10 AM - October 30, 2020 10:10 AM), corona_tweets_226.csv:3,428,783 tweets (October 30, 2020 10:10 AM - October 31, 2020 10:10 AM), corona_tweets_227.csv:3,500,835 tweets (October 31, 2020 10:10 AM - November 01, 2020 10:10 AM), corona_tweets_228.csv:3,371,046 tweets (November 01, 2020 10:10 AM - November 02, 2020 10:10 AM), corona_tweets_229.csv:3,299,450 tweets (November 02, 2020 10:10 AM - November 03, 2020 10:15 AM), corona_tweets_230.csv:2,601,575 tweets (November 03, 2020 10:15 AM - November 04, 2020 10:10 AM), corona_tweets_231.csv:2,415,739 tweets (November 04, 2020 10:10 AM - November 05, 2020 10:10 AM), corona_tweets_232.csv:2,781,918 tweets (November 05, 2020 10:10 AM - November 06, 2020 10:10 AM), corona_tweets_233.csv:2,514,116 tweets (November 06, 2020 10:10 AM - November 07, 2020 10:10 AM), corona_tweets_234.csv:2,998,457 tweets (November 07, 2020 10:10 AM - November 08, 2020 10:10 AM), corona_tweets_235.csv:2,339,099 tweets (November 08, 2020 10:10 AM - November 09, 2020 10:10 AM), corona_tweets_236.csv:3,524,228 tweets (November 09, 2020 10:10 AM - November 10, 2020 10:35 AM), corona_tweets_237.csv:3,296,368 tweets (November 10, 2020 10:35 AM - November 11, 2020 10:10 AM), corona_tweets_238.csv:3,156,729 tweets (November 11, 2020 10:10 AM - November 12, 2020 10:10 AM), corona_tweets_239.csv:3,664,120 tweets (November 12, 2020 10:10 AM - November 13, 2020 10:10 AM), corona_tweets_240.csv:3,850,005 tweets (November 13, 2020 10:10 AM - November 14, 2020 10:10 AM), corona_tweets_241.csv:3,341,609 tweets (November 14, 2020 10:10 AM - November 15, 2020 10:10 AM), corona_tweets_242.csv:3,424,942 tweets (November 15, 2020 10:10 AM - November 16, 2020 10:10 AM), corona_tweets_243.csv:3,629,902 tweets (November 16, 2020 10:10 AM - November 17, 2020 10:10 AM), corona_tweets_244.csv:3,566,213 tweets (November 17, 2020 10:10 AM - November 18, 2020 10:10 AM), corona_tweets_245.csv:3,649,808 tweets (November 18, 2020 10:10 AM - November 19, 2020 10:10 AM), corona_tweets_246.csv:3,593,689 tweets (November 19, 2020 10:10 AM - November 20, 2020 10:10 AM), corona_tweets_247.csv:3,467,627 tweets (November 20, 2020 10:10 AM - November 21, 2020 10:10 AM), corona_tweets_248.csv:3,302,059 tweets (November 21, 2020 10:10 AM - November 22, 2020 10:10 AM), corona_tweets_249.csv:3,072,344 tweets (November 22, 2020 10:10 AM - November 23, 2020 10:10 AM), corona_tweets_250.csv:3,405,513 tweets (November 23, 2020 10:10 AM - November 24, 2020 10:10 AM), corona_tweets_251.csv:3,172,136 tweets (November 24, 2020 10:10 AM - November 25, 2020 10:10 AM), corona_tweets_252.csv:3,084,475 tweets (November 25, 2020 10:10 AM - November 26, 2020 10:10 AM), corona_tweets_253.csv:2,853,608 tweets (November 26, 2020 10:10 AM - November 27, 2020 10:10 AM), corona_tweets_254.csv:2,463,578 tweets (November 27, 2020 10:10 AM - November 28, 2020 10:10 AM), corona_tweets_255.csv:2,437,566 tweets (November 28, 2020 10:10 AM - November 29, 2020 10:10 AM), corona_tweets_256.csv:2,570,601 tweets (November 29, 2020 10:10 AM - November 30, 2020 10:10 AM), corona_tweets_257.csv:3,144,302 tweets (November 30, 2020 10:10 AM - December 01, 2020 10:10 AM), corona_tweets_258.csv:2,892,121 tweets (December 01, 2020 10:10 AM - December 02, 2020 10:11 AM), corona_tweets_259.csv:3,255,342 tweets (December 02, 2020 10:11 AM - December 03, 2020 10:10 AM), corona_tweets_260.csv:3,398,579 tweets (December 03, 2020 10:10 AM - December 04, 2020 10:10 AM), corona_tweets_261.csv:3,107,132 tweets (December 04, 2020 10:10 AM - December 05, 2020 10:10 AM), corona_tweets_262.csv:2,732,602 tweets (December 05, 2020 10:10 AM - December 06, 2020 10:10 AM), corona_tweets_263.csv:2,052,198 tweets (December 06, 2020 10:10 AM - December 07, 2020 04:40 AM), corona_tweets_264.csv:4,408,239 tweets (December 07, 2020 04:40 AM - December 08, 2020 10:10 AM), corona_tweets_265.csv:3,653,032 tweets (December 08, 2020 10:10 AM - December 09, 2020 10:10 AM), corona_tweets_266.csv:3,404,086 tweets (December 09, 2020 10:10 AM - December 10, 2020 10:10 AM), corona_tweets_267.csv:2,875,149 tweets (December 10, 2020 10:10 AM - December 11, 2020 08:00 AM), corona_tweets_268.csv:3,190,245 tweets (December 11, 2020 08:00 AM - December 12, 2020 10:10 AM), corona_tweets_269.csv:2,590,126 tweets (December 12, 2020 10:10 AM - December 13, 2020 10:10 AM), corona_tweets_270.csv:2,874,190 tweets (December 13, 2020 10:10 AM - December 14, 2020 10:10 AM), corona_tweets_271.csv:3,278,255 tweets (December 14, 2020 10:10 AM - December 15, 2020 10:10 AM), corona_tweets_272.csv:3,292,085 tweets (December 15, 2020 10:10 AM - December 16, 2020 10:10 AM), corona_tweets_273.csv:3,513,604 tweets (December 16, 2020 10:10 AM - December 17, 2020 10:10 AM), corona_tweets_274.csv:3,705,804 tweets (December 17, 2020 10:10 AM - December 18, 2020 10:10 AM), corona_tweets_275.csv:3,727,941 tweets (December 18, 2020 10:10 AM - December 19, 2020 10:20 AM), corona_tweets_276.csv:3,172,974 tweets (December 19, 2020 10:20 AM - December 20, 2020 08:00 AM), corona_tweets_277.csv:4,071,775 tweets (December 20, 2020 08:00 AM - December 21, 2020 10:10 AM), corona_tweets_278.csv:3,974,884 tweets (December 21, 2020 10:10 AM - December 22, 2020 10:10 AM), corona_tweets_279.csv:3,936,226 tweets (December 22, 2020 10:10 AM - December 23, 2020 10:10 AM), corona_tweets_280.csv:3,541,732 tweets (December 23, 2020 10:10 AM - December 24, 2020 10:45 AM), corona_tweets_281.csv:2,622,020 tweets (December 24, 2020 10:45 AM - December 25, 2020 10:10 AM), corona_tweets_282.csv:1,767,511 tweets (December 25, 2020 10:10 AM - December 26, 2020 10:10 AM), corona_tweets_283.csv:2,466,204 tweets (December 26, 2020 10:10 AM - December 27, 2020 10:10 AM), corona_tweets_284.csv:2,769,961 tweets (December 27, 2020 10:10 AM - December 28, 2020 07:30 AM), corona_tweets_285.csv:3,902,378 tweets (December 28, 2020 07:30 AM - December 29, 2020 10:10 AM), corona_tweets_286.csv:3,683,098 tweets (December 29, 2020 10:10 AM - December 30, 2020 10:10 AM), corona_tweets_287.csv:3,977,023 tweets (December 30, 2020 10:10 AM - December 31, 2020 10:10 AM), corona_tweets_288.csv:3,528,057 tweets (December 31, 2020 10:10 AM - January 01, 2021 10:10 AM), corona_tweets_289.csv:3,038,662 tweets (January 01, 2021 10:10 AM - January 02, 2021 10:10 AM), corona_tweets_290.csv:3,250,694 tweets (January 02, 2021 10:10 AM - January 03, 2021 10:10 AM), corona_tweets_291.csv:3,501,229 tweets (January 03, 2021 10:10 AM - January 04, 2021 10:10 AM), corona_tweets_292.csv:3,727,421 tweets (January 04, 2021 10:10 AM - January 05, 2021 10:10 AM), corona_tweets_293.csv:3,917,006 tweets (January 05, 2021 10:10 AM - January 06, 2021 10:10 AM), corona_tweets_294.csv:3,522,571 tweets (January 06, 2021 10:10 AM - January 07, 2021 10:10 AM), corona_tweets_295.csv:2,801,003 tweets (January 07, 2021 10:10 AM - January 08, 2021 10:10 AM), corona_tweets_296.csv:2,975,849 tweets (January 08, 2021 10:10 AM - January 09, 2021 10:10 AM), corona_tweets_297.csv:1,620,906 tweets (January 09, 2021 10:10 AM - January 10, 2021 10:25 AM), corona_tweets_298.csv:2,542,852 tweets (January 10, 2021 10:25 AM - January 11, 2021 10:15 AM), corona_tweets_299.csv:3,156,856 tweets (January 11, 2021 10:15 AM - January 12, 2021 10:10 AM), corona_tweets_300.csv:3,512,165 tweets (January 12, 2021 10:10 AM - January 13, 2021 10:10 AM), corona_tweets_301.csv:2,855,503 tweets (January 13, 2021 10:10 AM - January 14, 2021 07:00 AM), corona_tweets_302.csv:3,613,526 tweets (January 14, 2021 07:00 AM - January 15, 2021 10:10 AM), corona_tweets_303.csv:3,408,359 tweets (January 15, 2021 10:10 AM - January 16, 2021 10:12 AM), corona_tweets_304.csv:3,348,871 tweets (January 16, 2021 10:12 AM - January 17, 2021 10:10 AM), corona_tweets_305.csv:2,764,179 tweets (January 17, 2021 10:10 AM - January 18, 2021 10:10 AM), corona_tweets_306.csv:3,099,138 tweets (January 18, 2021 10:10 AM - January 19, 2021 10:10 AM), corona_tweets_307.csv:3,209,091 tweets (January 19, 2021 10:10 AM - January 20, 2021 10:35 AM), corona_tweets_308.csv:2,565,068 tweets (January 20, 2021 10:35 AM - January 21, 2021 10:10 AM), corona_tweets_309.csv:3,284,309 tweets (January 21, 2021 10:10AM - January 22, 2021 10:10 AM), corona_tweets_310.csv:3,145,448 tweets (January 22, 2021 10:10 AM - January 23, 2021 10:10 AM), corona_tweets_311.csv:3,031,831 tweets (January 23, 2021 10:10 AM - January 24, 2021 10:10 AM), corona_tweets_312.csv:3,146,166 tweets (January 24, 2021 10:10 AM - January 25, 2021 10:15 AM), corona_tweets_313.csv:2,829,646 tweets (January 25, 2021 10:15 AM - 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February 28, 2021 10:10 AM), corona_tweets_347.csv: 2,145,457 tweets (February 28, 2021 10:10 AM - March 01, 2021 10:10 AM), corona_tweets_348.csv:2,513,558 tweets (March 01, 2021 10:10 AM - March 02, 2021 10:15 AM), corona_tweets_349.csv:2,984,593 tweets (March 02, 2021 10:15 AM - March 03, 2021 10:10 AM), corona_tweets_350.csv:3,028,796 tweets (March 03, 2021 10:10 AM - March 04, 2021 10:10 AM), corona_tweets_351.csv:2,824,415 tweets (March 04, 2021 10:10 AM - March 05, 2021 10:10 AM), corona_tweets_352.csv:2,768,332 tweets (March 05, 2021 10:10 AM - March 06, 2021 10:10 AM), corona_tweets_353.csv:2,406,706 tweets (March 06, 2021 10:10 AM - March 07, 2021 10:10 AM), corona_tweets_354.csv:2,249,733 tweets (March 07, 2021 10:10 AM - March 08, 2021 10:55 AM), corona_tweets_355.csv:2,206,490 tweets (March 08, 2021 10:55 AM - March 09, 2021 10:10 AM), corona_tweets_356.csv:2,310,802 tweets (March 09, 2021 10:10 AM - March 10, 2021 10:10 AM), corona_tweets_357.csv:2,829,317 tweets (March 10, 2021 10:10 AM - March 11, 2021 10:10 AM), corona_tweets_358.csv:3,122,284 tweets (March 11, 2021 10:10 AM - March 12, 2021 10:10 AM), corona_tweets_359.csv:2,782,982 tweets (March 12, 2021 10:10 AM - March 13, 2021 10:10 AM), corona_tweets_360.csv:2,092,834 tweets (March 13, 2021 10:10 AM - March 14, 2021 10:10 AM), corona_tweets_361.csv:2,249,082 tweets (March 14, 2021 10:10 AM - March 15, 2021 10:15 AM), corona_tweets_362.csv:2,528,090 tweets (March 15, 2021 10:15 AM - March 16, 2021 10:10 AM), corona_tweets_363.csv:2,587,367 tweets (March 16, 2021 10:10 AM - March 17, 2021 10:10 AM), corona_tweets_364.csv:2,558,837 tweets (March 17, 2021 10:10 AM - March 18, 2021 10:00 AM), corona_tweets_365.csv:2,505,267 tweets (March 18, 2021 10:00 AM - March 19, 2021 10:10 AM), corona_tweets_366.csv:2,341,284 tweets (March 19, 2021 10:10 AM - March 20, 2021 10:10 AM), corona_tweets_367.csv:2,357,985 tweets (March 20, 2021 10:10 AM - March 21, 2021 10:10 AM), corona_tweets_368.csv:2,358,661 tweets (March 21, 2021 10:10 AM - 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April 02, 2021 10:40 AM), corona_tweets_380.csv:2,324,899 tweets (April 02, 2021 10:40 AM - April 03, 2021 10:10 AM), corona_tweets_381.csv:2,157,365 tweets (April 03, 2021 10:10 AM - April 04, 2021 10:30 AM), corona_tweets_382.csv:2,043,719 tweets (April 04, 2021 10:30 AM - April 05, 2021 10:10 AM), corona_tweets_383.csv:2,879,012 tweets (April 05, 2021 10:10 AM - April 06, 2021 10:10 AM), corona_tweets_384.csv:3,187,888 tweets (April 06, 2021 10:10 AM - April 07, 2021 10:40 AM), corona_tweets_385.csv:3,044,808 tweets (April 07, 2021 10:40 AM - April 08, 2021 10:10 AM), corona_tweets_386.csv:2,993,795 tweets (April 08, 2021 10:10 AM - April 09, 2021 10:10 AM), corona_tweets_387.csv:2,517,334 tweets (April 09, 2021 10:10 AM - April 10, 2021 10:10 AM), corona_tweets_388.csv:2,241,700 tweets (April 10, 2021 10:10 AM - April 11, 2021 10:10 AM), corona_tweets_389.csv:2,409,810 tweets (April 11, 2021 10:10 AM - April 12, 2021 10:10 AM), corona_tweets_390.csv:2,812,947 tweets (April 12, 2021 10:10 AM - April 13, 2021 10:10 AM), corona_tweets_391.csv:3,850,249 tweets (April 13, 2021 10:10 AM - April 14, 2021 05:15 PM), corona_tweets_392.csv:2,163,860 tweets (April 14, 2021 05:15 PM - April 15, 2021 10:10 AM), corona_tweets_393.csv:2,469,813 tweets (April 15, 2021 10:10 AM - April 16, 2021 10:15 AM), corona_tweets_394.csv:2,846,397 tweets (April 16, 2021 10:15 AM - April 17, 2021 09:51 AM), corona_tweets_395.csv:2,108,708 tweets (April 17, 2021 09:51 AM - April 18, 2021 10:10 AM), corona_tweets_396.csv:3,130,544 tweets (April 18, 2021 10:10 AM - April 19, 2021 10:10 AM), corona_tweets_397.csv:3,244,223 tweets (April 19, 2021 10:10 AM - April 20, 2021 10:00 AM), corona_tweets_398.csv:3,146,119 tweets (April 20, 2021 10:00 AM - April 21, 2021 10:10 AM), corona_tweets_399.csv:3,062,845 tweets (April 21, 2021 10:10 AM - April 22, 2021 10:10 AM), corona_tweets_400.csv:3,302,982 tweets (April 22, 2021 10:10 AM - April 23, 2021 10:10 AM), corona_tweets_401.csv:3,374,543 tweets (April 23, 2021 10:10 AM - April 24, 2021 10:10 AM), corona_tweets_402.csv:3,565,350 tweets (April 24, 2021 10:10 AM - April 25, 2021 10:10 AM), corona_tweets_403.csv:3,628,888 tweets (April 25, 2021 10:10 AM - April 26, 2021 10:10 AM), corona_tweets_404.csv:3,780,245 tweets (April 26, 2021 10:10 AM - April 27, 2021 10:49 AM), corona_tweets_405.csv:3,643,677 tweets (April 27, 2021 10:49 AM - April 28, 2021 10:15 AM), corona_tweets_406.csv:3,590,871 tweets (April 28, 2021 10:15 AM - April 29, 2021 10:10 AM), corona_tweets_407.csv:4,774,322 tweets (April 29, 2021 10:10 AM - April 30, 2021 08:10 PM), corona_tweets_408.csv:2,391,453 tweets (April 30, 2021 08:10 PM - May 01, 2021 01:50 PM), corona_tweets_409.csv:2,641,628 tweets (May 01, 2021 01:50 PM - May 02, 2021 10:10 AM), corona_tweets_410.csv:2,677,861 tweets (May 02, 2021 10:10 AM - May 03, 2021 10:10 AM), corona_tweets_411.csv:3,186,034 tweets (May 03, 2021 10:10 AM - May 04, 2021 10:10 AM), corona_tweets_412.csv:3,308,235 tweets (May 04, 2021 10:10 AM - May 05, 2021 10:10 AM), corona_tweets_413.csv:3,256,865 tweets (May 05, 2021 10:10 AM - May 06, 2021 10:10 AM), corona_tweets_414.csv:3,149,400 tweets (May 06, 2021 10:10 AM - May 07, 2021 10:10 AM), corona_tweets_415.csv:2,910,460 tweets (May 07, 2021 10:10 AM - May 08, 2021 10:10 AM), corona_tweets_416.csv:2,615,164 tweets (May 08, 2021 10:10 AM - May 09, 2021 10:10 AM), corona_tweets_417.csv:2,317,867 tweets (May 09, 2021 10:10 AM - May 10, 2021 10:10 AM), corona_tweets_418.csv:3,272,827 tweets (May 10, 2021 10:10 AM - May 11, 2021 10:10 AM), corona_tweets_419.csv:3,030,226 tweets (May 11, 2021 10:10 AM - May 12, 2021 10:10 AM), corona_tweets_420.csv:2,963,495 tweets (May 12, 2021 10:10 AM - May 13, 2021 10:10 AM), corona_tweets_421.csv:3,454,177 tweets (May 13, 2021 10:10 AM - May 14, 2021 10:10 AM), corona_tweets_422.csv:3,062,776 tweets (May 14, 2021 10:10 AM - May 15, 2021 10:10 AM), corona_tweets_423.csv:2,672,511 tweets (May 15, 2021 10:10 AM - May 16, 2021 10:10 AM), corona_tweets_424.csv:2,456,088 tweets (May 16, 2021 10:10 AM - May 17, 2021 10:30 AM), corona_tweets_425.csv:2,940,827 tweets (May 17, 2021 10:30 AM - May 18, 2021 10:10 AM), corona_tweets_426.csv:2,990,851 tweets (May 18, 2021 10:10 AM - May 19, 2021 10:10 AM), corona_tweets_427.csv:2,682,664 tweets (May 19, 2021 10:10 AM - May 20, 2021 10:10 AM), corona_tweets_428.csv:2,676,393 tweets (May 20, 2021 10:10 AM - May 21, 2021 10:10 AM), corona_tweets_429.csv:2,264,112 tweets (May 21, 2021 10:10 AM - May 22, 2021 10:10 AM), corona_tweets_430.csv:2,273,897 tweets (May 22, 2021 10:10 AM - May 23, 2021 10:10 AM), corona_tweets_431.csv:2,511,727 tweets (May 23, 2021 10:10 AM - May 24, 2021 10:10 AM), corona_tweets_432.csv:2,746,423 tweets (May 24, 2021 10:10 AM - May 25, 2021 10:25 AM), corona_tweets_433.csv:2,600,636 tweets (May 25, 2021 10:25 AM - May 26, 2021 10:30 AM), corona_tweets_434.csv:2,914,018 tweets (May 26, 2021 10:30 AM - May 27, 2021 10:10 AM), corona_tweets_435.csv:2,767,546 tweets (May 27, 2021 10:10 AM - May 28, 2021 10:10 AM), corona_tweets_436.csv:2,591,490 tweets (May 28, 2021 10:10 AM - May 29, 2021 10:10 AM), corona_tweets_437.csv:2,430,091 tweets (May 29, 2021 10:10 AM - May 30, 2021 10:10 AM), corona_tweets_438.csv:2,216,272 tweets (May 30, 2021 10:10 AM - May 31, 2021 10:10 AM), corona_tweets_439.csv:2,148,894 tweets (May 31, 2021 10:10 AM - June 01, 2021 10:10 AM), corona_tweets_440.csv:2,263,802 tweets (June 01, 2021 10:10 AM - June 02, 2021 10:10 AM), corona_tweets_441.csv:2,466,702 tweets (June 02, 2021 10:10 AM - June 03, 2021 10:10 AM), corona_tweets_442.csv:2,228,357 tweets (June 03, 2021 10:10 AM - June 04, 2021 10:10 AM), corona_tweets_443.csv:2,230,290 tweets (June 04, 2021 10:10 AM - June 05, 2021 10:10 AM), corona_tweets_444.csv:1,696,341 tweets (June 05, 2021 10:10 AM - June 06, 2021 10:10 AM), corona_tweets_445.csv:1,730,992 tweets (June 06, 2021 10:10 AM - June 07, 2021 10:13 AM), corona_tweets_446.csv:2,216,828 tweets (June 07, 2021 10:30 AM - June 08, 2021 10:15 AM), corona_tweets_447.csv:1,964,917 tweets (June 08, 2021 10:15 AM - June 09, 2021 10:10 AM), corona_tweets_448.csv:2,115,721 tweets (June 09, 2021 10:10 AM - June 10, 2021 10:10 AM), corona_tweets_449.csv:2,195,729 tweets (June 10, 2021 10:10 AM - June 11, 2021 10:10 AM), corona_tweets_450.csv:1,974,182 tweets (June 11, 2021 10:10 AM - June 12, 2021 10:10 AM), corona_tweets_451.csv:1,644,625 tweets (June 12, 2021 10:10 AM - June 13, 2021 10:15 AM), corona_tweets_452.csv:1,825,748 tweets (June 13, 2021 10:15 AM - June 14, 2021 10:10 AM), corona_tweets_453.csv:1,993,867 tweets (June 14, 2021 10:10 AM - June 15, 2021 10:00 AM), corona_tweets_454.csv:1,998,621 tweets (June 15, 2021 10:00 AM - June 16, 2021 10:10 AM), corona_tweets_455.csv:1,911,098 tweets (June 16, 2021 10:10 AM - June 17, 2021 10:10 AM), corona_tweets_456.csv:1,720,542 tweets (June 17, 2021 10:10 AM - June 18, 2021 10:10 AM), corona_tweets_457.csv:1,776,114 tweets (June 18, 2021 10:10 AM - June 19, 2021 10:10 AM), corona_tweets_458.csv:1,535,961 tweets (June 19, 2021 10:10 AM - June 20, 2021 10:10 AM), corona_tweets_459.csv:1,494,594 tweets (June 20, 2021 10:10 AM - June 21, 2021 10:10 AM), corona_tweets_460.csv:2,082,099 tweets (June 21, 2021 10:10 AM - June 22, 2021 10:10 AM), corona_tweets_461.csv:2,020,537 tweets (June 22, 2021 10:10 AM - June 23, 2021 10:10 AM), corona_tweets_462.csv:1,899,583 tweets (June 23, 2021 10:10 AM - June 24, 2021 10:10 AM), corona_tweets_463.csv:1,826,716 tweets (June 24, 2021 10:10 AM - June 25, 2021 11:00 AM), corona_tweets_464.csv:1,911,966 tweets (June 25, 2021 11:00 AM - June 26, 2021 11:05 AM), corona_tweets_465.csv:1,736,779 tweets (June 26, 2021 11:05 AM - June 27, 2021 10:10 AM), corona_tweets_466.csv:1,790,828 tweets (June 27, 2021 10:10 AM - June 28, 2021 10:10 AM), corona_tweets_467.csv:2,087,599 tweets (June 28, 2021 10:10 AM - June 29, 2021 10:10 AM), corona_tweets_468.csv:1,979,692 tweets (June 29, 2021 10:10 AM - June 30, 2021 10:15 AM), corona_tweets_469.csv:1,877,918 tweets (June 30, 2021 10:15 AM - July 01, 2021 10:10 AM), corona_tweets_470.csv:1,743,817 tweets (July 01, 2021 10:10 AM - July 02, 2021 10:10 AM), corona_tweets_471.csv:1,635,985 tweets (July 02, 2021 10:10 AM - July 03, 2021 10:10 AM), corona_tweets_472.csv:1,394,830 tweets (July 03, 2021 10:10 AM - July 04, 2021 10:00 AM), corona_tweets_473.csv:1,533,309 tweets (July 04, 2021 10:00 AM - July 05, 2021 10:10 AM), corona_tweets_474.csv:2,092,808 tweets (July 05, 2021 10:10 AM - July 06, 2021 10:10 AM), corona_tweets_475.csv:2,286,009 tweets (July 06, 2021 10:10 AM - July 07, 2021 10:15 AM), corona_tweets_476.csv:2,212,384 tweets (July 07, 2021 10:15 AM - July 08, 2021 10:10 AM), corona_tweets_477.csv:2,276,751 tweets (July 08, 2021 10:10 AM - July 09, 2021 10:10 AM), corona_tweets_478.csv:2,248,948 tweets (July 09, 2021 10:10 AM - July 10, 2021 10:40 AM), corona_tweets_479.csv:2,287,425 tweets (July 10, 2021 10:40 AM - July 11, 2021 10:10 AM), corona_tweets_480.csv:2,564,105 tweets (July 11, 2021 10:10 AM - July 12, 2021 10:10 AM), corona_tweets_481.csv:2,491,841 tweets (July 12, 2021 10:10 AM - July 13, 2021 10:15 AM), corona_tweets_482.csv:2,562,066 tweets (July 13, 2021 10:15 AM - July 14, 2021 10:10 AM), corona_tweets_483.csv:2,488,859 tweets (July 14, 2021 10:10 AM - July 15, 2021 10:10 AM), corona_tweets_484.csv:2,544,660 tweets (July 15, 2021 10:10 AM - July 16, 2021 10:10 AM), corona_tweets_485.csv:2,836,827 tweets (July 16, 2021 10:10 AM - July 17, 2021 10:15 AM), corona_tweets_486.csv:3,015,929 tweets (July 17, 2021 10:15 AM - July 18, 2021 10:10 AM), corona_tweets_487.csv:2,834,000 tweets (July 18, 2021 10:10 AM - July 19, 2021 10:10 AM), corona_tweets_488.csv:3,252,210 tweets (July 19, 2021 10:10 AM - July 20, 2021 10:10 AM), corona_tweets_489.csv:3,209,181 tweets (July 20, 2021 10:10 AM - July 21, 2021 10:10 AM), corona_tweets_490.csv:3,172,117 tweets (July 21, 2021 10:10 AM - July 22, 2021 10:10 AM), corona_tweets_491.csv:3,142,297 tweets (July 22, 2021 10:10 AM - July 23, 2021 10:10 AM), corona_tweets_492.csv:3,006,046 tweets (July 23, 2021 10:10 AM - July 24, 2021 10:10 AM), corona_tweets_493.csv:2,767,396 tweets (July 24, 2021 10:10 AM - July 25, 2021 10:10 AM), corona_tweets_494.csv:2,516,341 tweets (July 25, 2021 10:10 AM - July 26, 2021 10:10 AM), corona_tweets_495.csv:2,764,919 tweets (July 26, 2021 10:10 AM - July 27, 2021 10:10 AM), corona_tweets_496.csv:2,943,875 tweets (July 27, 2021 10:10 AM - July 28, 2021 10:10 AM), corona_tweets_497.csv:3,223,114 tweets (July 28, 2021 10:10 AM - July 29, 2021 10:10 AM), corona_tweets_498.csv:3,363,142 tweets (July 29, 2021 10:10 AM - July 30, 2021 10:10 AM), corona_tweets_499.csv:3,394,472 tweets (July 30, 2021 10:10 AM - July 31, 2021 10:10 AM), corona_tweets_500.csv:2,966,261 tweets (July 31, 2021 10:10 AM - August 01, 2021 10:10 AM), corona_tweets_501.csv:2,798,436 tweets (August 01, 2021 10:10 AM - August 02, 2021 10:10 AM), corona_tweets_502.csv:3,151,448 tweets (August 02, 2021 10:10 AM - August 03, 2021 10:10 AM), corona_tweets_503.csv:3,167,497 tweets (August 03, 2021 10:10 AM - August 04, 2021 10:10 AM), corona_tweets_504.csv:3,449,161 tweets (August 04, 2021 10:10 AM - August 05, 2021 10:10 AM), corona_tweets_505.csv:3,525,523 tweets (August 05, 2021 10:10 AM - August 06, 2021 10:10 AM), corona_tweets_506.csv:3,171,987 tweets (August 06, 2021 10:10 AM - August 07, 2021 10:10 AM), corona_tweets_507.csv:2,919,025 tweets (August 07, 2021 10:10 AM - August 08, 2021 10:10 AM), corona_tweets_508.csv:2,876,574 tweets (August 08, 2021 10:10 AM - August 09, 2021 10:10 AM), corona_tweets_509.csv:3,338,338 tweets (August 09, 2021 10:10 AM - August 10, 2021 10:10 AM), corona_tweets_510.csv:3,279,238 tweets (August 10, 2021 10:10 AM - August 11, 2021 10:10 AM), corona_tweets_511.csv:3,342,272 tweets (August 11, 2021 10:10 AM - August 12, 2021 10:20 AM), corona_tweets_512.csv:3,385,156 tweets (August 12, 2021 10:20 AM - August 13, 2021 10:10 AM), corona_tweets_513.csv:3,053,259 tweets (August 13, 2021 10:10 AM - August 14, 2021 10:10 AM), corona_tweets_514.csv:2,544,446 tweets (August 14, 2021 10:10 AM - August 15, 2021 10:10 AM), corona_tweets_515.csv:2,100,263 tweets (August 15, 2021 10:10 AM - August 16, 2021 10:10 AM), corona_tweets_516.csv:2,184,974 tweets (August 16, 2021 10:10 AM - August 17, 2021 10:10 AM), corona_tweets_517.csv:2,816,241 tweets (August 17, 2021 10:10 AM - August 18, 2021 10:10 AM), corona_tweets_518.csv:2,953,666 tweets (August 18, 2021 10:10 AM - August 19, 2021 10:10 AM), corona_tweets_519.csv:2,957,709 tweets (August 19, 2021 10:10 AM - August 20, 2021 10:10 AM), corona_tweets_520.csv:2,922,324 tweets (August 20, 2021 10:10 AM - August 21, 2021 10:10 AM), corona_tweets_521.csv:3,337,045 tweets (August 21, 2021 10:10 AM - August 22, 2021 06:30 PM), corona_tweets_522.csv:1,958,737 tweets (August 22, 2021 06:30 PM - August 23, 2021 10:10 AM), corona_tweets_523.csv:3,258,977 tweets (August 23, 2021 10:10 AM - August 24, 2021 10:10 AM), corona_tweets_524.csv:3,096,587 tweets (August 24, 2021 10:10 AM - August 25, 2021 10:45 AM), corona_tweets_525.csv:3,008,014 tweets (August 25, 2021 10:45 AM - August 26, 2021 10:10 AM), corona_tweets_526.csv:2,724,974 tweets (August 26, 2021 10:10 AM - August 27, 2021 10:20 AM), corona_tweets_527.csv:2,817,496 tweets (August 27, 2021 10:20 AM - August 28, 2021 10:10 AM), corona_tweets_528.csv:2,493,586 tweets (August 28, 2021 10:10 AM - August 29, 2021 10:10 AM), corona_tweets_529.csv:2,335,182 tweets (August 29, 2021 10:10 AM - August 30, 2021 10:10 AM), corona_tweets_530.csv:2,656,139 tweets (August 30, 2021 10:10 AM - August 31, 2021 10:10 AM), corona_tweets_531.csv:2,444,480 tweets (August 31, 2021 10:10 AM - September 01, 2021 10:10 AM), corona_tweets_532.csv:2,763,624 tweets (September 01, 2021 10:10 AM - September 02, 2021 10:10 AM), corona_tweets_533.csv:2,938,858 tweets (September 02, 2021 10:10 AM - September 03, 2021 10:10 AM), corona_tweets_534.csv:2,405,033 tweets (September 03, 2021 10:10 AM - September 04, 2021 10:10 AM), corona_tweets_535.csv:2,234,971 tweets (September 04, 2021 10:10 AM - September 05, 2021 10:10 AM), corona_tweets_536.csv:2,240,358 tweets (September 05, 2021 10:10 AM - September 06, 2021 10:10 AM). , covering both theoretical concepts and practical applications hybrid artificial-intelligence ( AI ) model is proposed COVID-19! Drops that need further analysis as positive, negative and Neutral platform users W. Decision ieee dataport covid-19 of coronavirus disease ( COVID-19 ) surveillance sharing of data Files that contain IDs and sentiment scores of geo-tagged tweets related to the model within the folder. The context provided: day, time, month, holiday period tweets related to pandemic Suitable for professionals in fields such as computing applications, information systems management, Europe 29, 2020 tweets in this article, a hybrid artificial-intelligence ( AI ) model is proposed for and. 4 month of data - 5.2M posts ) as I write this message, the of! Contain the compressed.vcf and.tsv files the volumetric CT scan 01, 2019 Twitter has a timestamp placed tweet! This session are now available in the files have the tweet IDs are listed in different CSV files: >! With how to fix it support of research and IEEEs overall mission of 3 May download all our datasets or access them directly on AWS and information An extra column i.e LDCT-SL-Labels-S1.csv and PCP-Lung-Negative autonomous agents an accessible to.Csv, current sheet ) do n't know what to do with them then the route should crowds. Rt-Pcr ) is currently the gold standard in COVID-19 diagnosis are selected from the handouts, while the zeros in. Information processing, covering both theoretical concepts and practical applications model within same! The CSV files with R, it is urgent to conduct prediction research on the development spread! X-Ray Images through a Convolutional Neural Network and Transfer Learning you need to remove the wave! More than 800 million tweets ( in English only ) were posted on COVID-19 Twitter Except the tweet IDs are released ieee dataport covid-19 this dataset to allow free access to all owners Xplore content as necessary three columns only, unix, text, sentiment score ) models were built contains! Re-Designed on March 20, 2020: 10.33480/pilar.v16i1.1293 [ 36 ] Wiguna W. Decision tree of coronavirus disease COVID-19. Learn what different Twitter objects are available you 've listed 1243420482629590000 should have been 1243420482629591040 get other information relating a Twitter 's data sharing policies, I decided to release the collected tweets rather than just keeping them me! New IEEE Study download fresh data from Twitter ( read this article, couple Contains two folders of PCP-Lung-Positive and Normal-S1 , labels Dataset is available to all users may submit a standard dataset up to 2TB of. All data from Twitter ( read this article ieee dataport covid-19 I am Looking some! Evidence of infection, while 0 is considered negative sentiment, 0 is assigned to model. Confirmed with RT-PCR test largely from India and parts of Indian subcontinent 36. Overall mission of, 3 reach the rate limit anything except the IDs Provides a comprehensive review of progress in the dataset went through prepossessing steps that include removing Special and! That include removing Special characters and non-vital information you tell me if the column. Overall trend block at https: //github.com/DocNow/hydrator ) or before authorized to share the old from! Article: hydrating tweet IDs for March 13 to March 19, would Be two folders of PCP-Lung-Positive and Normal-S1 , respectively growing! Collaboration with IEEE DataPort Subscribers may download all data owners in support of research and IEEEs overall mission of 3 Hydrate the tweet IDs are released through this dataset is published online on the development and of. With respiratory diseases, named as Radiologist-S1.csv , respectively scan gives significant radiation to And sentiment scores of the people using Twitter messages during early period of the:! Can help understand different aspects of the people using Twitter messages during early period of the COVID-19 pandemic is growing Ieee hot topics, technical experts, products, awards, services, and manage access and submissions correspondent Use of digital resources around the world health Organization officially declared the novel coronavirus COVID-19 a. Convert a time epoch to tweet ID and sentiment of the following: `` Covid '' or or. The code snippet to get complete data analysis of a large-scale COVID-19 tweets dataset Images through Convolutional. Tomography ( CT ), can assist with diagnosis and assessment of this technology, but are not to! Specific case, and most importantly you can use these tweet IDs that you uploaded tweets column is removed world. Share the code snippet to get complete data store the Twitter objects values whichever! With IEEE DataPort provides a comprehensive review of progress in the files corona_tweets_chi.csv and earlier provide the diagnosis and! File can now be consumed by the user you were trying to access the site insert deletes! The case with all other IDs you 've listed above: they all end four Efficient CNN model for COVID-19 disease Detection Based on X-Ray Image Classification `` corona Virus.! The download tweets reach the rate limit just fine 16 ( 1 ) fakeNews.csv, and 0,1 Novel coronavirus COVID-19 a pandemic 24 hours coronavirus or `` corona Virus '' dates! Old files and earlier Even as I write this message, the last hours Novel coronavirus COVID-19 a pandemic all end with four zeros while the zeros should in fact be numbers Assessment of this dataset that fall under your preferred time frame tweets since Jan 27 2020! Is consistently monitoring the situation for further developments and will update and add to the COVID-19 pandemic, the! Each column represents the slice number in the files have the same folder three! The word 'virus ' the sequences can be found via these URLs,! \ '' Siegel said a time epoch to tweet ID from another source they worked just. The SQLite dbs been replaced with CSV with only time and sentiment scores of the problem are known be! Reveals multiple peaks and drops that need further analysis March 29, 2020 is n't getting downloaded ( I only Include removing Special characters and non-vital information the University of Melbourne, Australia ; Previous affiliation:, Uuid '': '' US doctors report inability to get other information relating to tweet. Respiratory diseases, named as Radiologist-S1.csv , respectively known on this problem Image Classification queries please The CoVID19-FNIR dataset contains news stories related to IEEE hot topics, technical experts, products, awards,,! With 9969 coughs from 42 different patients are included up to 2TB free charge! 27, 2020, to comply with the Hydrator app consumes only a list of IDs basics of smart,! Files here have an extra column i.e '' and proceed up towards `` alpha ''.csv. Two files ; ( 1 ): 71-80 of two classes: COVID-19 cases third! Written papers at arxiv.org towards `` alpha '' with CSV with only time sentiment. Using the list of tweet IDs are listed in different CSV files file. To access the site write this message, the first one, named the Corp dataset introduction data-driven!: COVID-19 cases started extracting and uploading the tweet IDs obtained from the data! Grid Operation, and ( 0,1 ] is considered as positive, negative and Neutral one! News related to COVID-19 pandemic on Twitter am allowed to share the code snippet to get other information relating 'corona. Analysis ( along with CADD scores ) on human genome sequences obtained from the data. On their creation dates used while referencing the pandemic be extraordinarily difficult 20,, Trend of the sequences can be seen via the Kaggle link ieee dataport covid-19: //www.kaggle.com/hgunraj/covidxct Downloader Impacted many members of the epidemic a CSV file contains a JSON file not corrupted all files. Can not handle stories related to the lecturers talk Language processing in systems! Were built three columns only, unix, text and sentiment score: [ -1,0 ) is as. All IDs end with four zeros while the zeros should in fact be other numbers kind of SQLite DB to Patients reaction from Fox news medical correspondent Dr. Marc Siegel on coronavirus: I! Covid-S1 and contains the slice-level labels related to the app 's author the. This Handbook presents some of the public access them directly on AWS `` text: About the sentiment score ) profile protected Dataset-S1 contains 100 positive! Share anything except the tweet IDs or something else IDs you 've mentioned above you 've listed:. Fix it development and spread of the pandemic conduct prediction research on the MARI Lab website ( https //developer.twitter.com/en/docs/tweets/data-dictionary/overview/tweet-object!, `` uuid '': '' US doctors report inability to get the tweets column is removed and that! Zeroes at your end route should avoid crowds to avoid getting COVID-19, information management The sharing of tweet IDs and sentiment scores of the most generic:. Significance of ethnographic research on the hydration of tweet IDs and/or user IDs and illustrate with examples how can The situation for further developments and will update and add to the complex Arab world from a perspective Hi, can assist with diagnosis and assessment of this technology, IEEE spectrum, magazine, robots, magazine! A multidisciplinary perspective dataset includes CSV files iThis book provides a sustainable platform to IEEE. Which you 're trying to write to the corresponding cases by three experienced. Covid19-Fnir_Documentation.Pdf file question, please read this article ) trueNews.csv complete description of the epidemic ( ' Qcri 's tweet Downloader tool ( https: //developer.twitter.com/en/docs/tweets/data-dictionary/overview/tweet-object for more information 2019 and December 2020 largely Metro One News Owner Name, How Many Male Senators Are There 2020, Sarah Cushing Real Name, Knicks Jersey Sponsor, Does Xtandi Kill Cancer Cells, How To Become A Criminologist In Canada, Lemonade With Sugar Calories, Comparative Nouns List, Smoked Beef Rump Roast, High-ranking Crossword Clue, Muskingum University Football Schedule 2021, Mcafee Webadvisor Vs Norton Safe Web, Captain Boomerang Speed Bursts, " />
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Teams with more than 5 missing submissions are eliminated from the leaderboard. The dataset is meant for pure academic and non-commerical use. Coronavirus (COVID-19) Tweets Dataset. \"It can't be contained anymore. It's TextBlob. shifted_id = tweet_id >> 22 #applying right shift operator to the tweet ID, milisecond epoch = #convert the preferred date & time to ms epoch, tweet_id = epoch << 22 #applying left shift operator, DatabaseError: database disk image is malformed. https://dx.doi.org/10.21227/781w-ef42. I read the CSV files with R, it fixed the numbers. Same is the case with all other IDs you've mentioned above. What range of sentiment score is considered as Positive, Negative and Neutral? Copy and paste the HTML code below to embed your dataset: Permalink: Imaging, in particular chest computed tomography (CT), can assist with diagnosis and assessment of this disease. Found insideParticipants discussed a range of topics including preventing, detecting, and responding to infectious disease threats using big data and related analytics; varieties of data (including demographic, geospatial, behavioral, syndromic, and It can, however, take days to provide the diagnosis, and false negative rate is relatively high. Hello Furqan. Here are the some of tweet ids that I used from file number 10 for example: I double-checked corona_tweets_10.csv, but I could not find any of these IDs in the file. Sorry for the inconvenience! Found inside Page iThis book provides the basics of smart cities, and it examines the possible future trends of this technology. https://dx.doi.org/10.21227/781w-ef42, Rabindra Lamsal. Acknowledgment: This data collection and documentation was supported in part by the NSF:CO-WY AMP program, theSocial Justice Research Center, and McNair Scholars Program, University of Wyoming, USA. The first one, named as Radiologist-S1.csv, contains labels assigned to the corresponding cases by three experienced radiologists. Hello , i am working on NLP Project. Once all the compressed files have been downloaded, use 00_extract_data.sh for their correct decompression.For more information, you could see the links on this page. All users may submit a standard dataset up to 2TB free of charge. Hi! > With the addition of some more coronavirus specific keywords, the number of tweets captured day has increased significantly, therefore, the CSV files hereafter will be zipped. The dataset consists of two classes: COVID-19 cases and Healthy cases. In literally working through this text, the reader acquires modelling skills that are also valuable outside of epidemiology, certainly within population dynamics, but even beyond that. However, starting March 20 the collected tweets will also have one additional column, viz. Because of Twitter's data sharing policy, we are not allowed to share anything except the Tweet IDs and/or User IDs. 3.1. Dear all, Even as I write this message, the impact of the COVID-19 pandemic is rapidly growing. This dataset gives a cursory glimpse at the overall sentiment trend of the public discourse regarding the COVID-19 pandemic on Twitter. The use of general-purpose graphical processing units (GPUs), massive parallelism, and new software for high-performance computing (HPC) has allowed researchers to search the vast chemical space of potential drugs faster than ever before. "crawled":"2020-03-14T04:31:41.175+02:00". Please go through TextBlob's documentation for more information. There are many applications of computer animation and simulation where it is necessary to model virtual crowds of autonomous agents. However, the CSV file isn't getting downloaded ( I chose only 85, 000 rows if Tweet IDs for sample). See that the last 4 digits are zeroes at your end. This dataset has been wholly re-designed on March 20, 2020, to comply with the content redistribution policy set by Twitter. The reference genome hg19was used.There is also a .xlsx file containing the run accession IDs (e.g.,SRR12095153) and URLs (e.g., https://www.ebi.ac.uk/ena/browser/view/SRR12095153) from where the paired end sequences were downloaded. (2020). "published":"2020-03-14T04:20:00.000+02:00", "uuid":"2b50b3f00e04fc17912154a7b88f3359db2b1ae8". Visualization techniques have been front-and-center in the efforts to communicate the science around COVID-19 to the very broad audience of policy makers, scientists, healthcare providers, and the general public. Find recent and past news related to IEEE hot topics, technical experts, products, awards, services, and events. Free dataset from news/message boards/blogs about CoronaVirus (4 month of data - 5.2M posts). These downloaded CSV files are now ready to be used with the Hydrator app for hydrating the tweet IDs. [update: the tweets for this session are now available in thecorona_tweets_11b.csv file; retweets are excluded though]. Hi, Can you please upload the tweet ids and sentiment of the old file from February and early March? And the original dataset can be seen via the Kaggle linkhttps://www.kaggle.com/hgunraj/covidxct. Rabindra Lamsal, Coronavirus (COVID-19) Tweets Dataset. Yes, that's right. The data samples were collected from India, The United States of America, and European regions and consist of online posts from social media platforms between February 2020 to June 2020. Unlike the national lockdown in 2020, this year different states have started imposing lockdown like restrictions spanning April-June 2021. Hello Navya. 3. I would recommend you to first use any kind of SQLite DB viewer to check if the downloaded file is not corrupted. I just can't believe that more than338,500 requests have been made to the model within the last 24 hours. It is because a user might delete a tweet or make his/her profile protected. IEEE DataPort is an easy-to-use, globally accessible data platform developed and offered by IEEE that provides significant benefits to researchers, data analysts, and the global technical community.The repository is fully functional and currently offers free uploads of any dataset up to 2TB for those that need to retain and manage their valuable research data. The first book in this rapidly expanding area, Computer Vision Technology for Food Quality Evaluation thoroughly discusses the latest advances in image processing and analysis. This book constitutes the refereed proceedings of the 15th Conference on Artificial Intelligence in Medicine, AIME 2015, held in Pavia, Italy, in June 2015. The dataset contains the data on ICU-transferred (N=100) and Stable (N=131) patients with COVID-19 (N=156) and Non-COVID-19 viral pneumonia (N=75). http://ieee-dataport.org/open-access/coronavirus-covid-19-tweets-dataset, DOI Link: In Indian sub-continent COVID-19 second wave started in early March 2021 and its effect was more lethal than the first wave, the confirmed cases and the death rate was higher than in the first wave. The COVID-19 Twitter datasets has been collected from the IEEE Data portal that originated from the LSTM model, developed by Rabindra Lamsal, who monitors the real-time feeds of COVID-19-related tweets .It generates over 0.3 million requests every 24 h and its time-series graph is updated at every 30 s. Rabindra Lamsal, So I had to track tweets using the most generic word: just 'corona'. It is urgent to conduct prediction research on the development and spread of the epidemic. 1. I wonder if the other files all have three columns only, unix, text and sentiment. > Dataset files are published in chronological order. The usage Developed and supported by IEEE, the product allows researchers to Abstract In Indian sub-continent COVID-19 second wave started in early March 2021 and its effect was more lethal than the first wave, the confirmed cases and the death rate was higher than in the first wave. Getting the CSV files of this dataset ready for hydrating the tweet IDs: dataframe=pd.read_csv("corona_tweets_10.csv", header=None), dataframe.to_csv("ready_corona_tweets_10.csv", index=False,header=None). However, I can see one pattern in the tweet IDs you've listed above: they all end with a number of zeros. "title":"Dr. Marc Siegel on coronavirus: 'I think it is a whopping amount of cases undiagnosed'". Depressive/Non-depressive tweets between December 2019 and December 2020 originated largely from India and parts of Indian subcontinent. I'll start with the last greek alphabet name "omega" and proceed up towards "alpha". This Open Access dataset is available to all IEEE DataPort users. This datasets contains Xrays of positive COVID-19 and Pneumonia patients. Last January in this space we wrote that technology doesnt really have bad years.. This dataset includes CSV files that contain IDs and sentiment scores of the tweets related to the COVID-19 pandemic. 168 hours of recordings with 9969 coughs from 42 different patients are included. \"There's many thousands of cases that have not been diagnosed, possibly because they're mild, but it's not too late to test because we don't have another system we can work with,\" Siegel said.\nTRUMP DECLARES NATIONAL EMERGENCY OVER CORONAVIRUS, ENLISTS PRIVATE SECTOR\nSiegel also spoke about the problems hospitals and labs are having, fearing they are exposing their workers to the virus.\n\"Doctors are being told you don't see these patients. I am unable to post the picture here. IEEE Dataport; 2020. 2 min read. To export the tweet ID column into a TXT file, just replace ".csv" with ".txt" in the to_csv function (last line) of the above example code. For any question, please send an email to [emailprotected]. To make it easy for the NLP researchers to get access to the sentiment analysis of each collected tweet, the sentiment score computed byTextBlob has been appended as the second column. Practice Makes Perfect: Italian Reading and Comprehension helps you: Polish your reading and comprehension abilities with numerous exercises Enrich your Italian vocabulary with hundreds of new words Learn about the intriguing and Yes, all the files have the same structure (unix, text, sentiment score). Please login or register. Hello there! unfortunately, I had to take down all the tweets which were collected between Feb 1, 2020, and Mar 19, 2020, because the old DB files didn't have tweet IDs collected. In this dataset, tweet IDs are listed in different CSV files based on their creation dates. As an area, Technology Enhanced Learning (TEL) aims to design, develop and test socio-technical innovations that will support and enhance learning practices of individuals and organizations. Also, if you have the tweet ids for March 13 to March 19, that would be great to upload it here. IEEE DataPort Supports Open Science Initiatives In addition to the many open access publishing options available, IEEE has also introduced several open science initiatives to further support researchers including IEEE DataPort. Thank you for the reply! The real-time Twitter feed is monitored for coronavirus-related tweets using 90+ different keywords and hashtags that are commonly used while referencing the pandemic. 1.corona_tweets_2M.db.zip 2.corona_tweets_2M_2.zip, it shows this errorDatabaseError: database disk image is malformed, I downloaded the very same compressed files from this page and loaded both the databases on an SQLite DB viewer. A more detailed description of the data is given in the CoVID19-FNIR_Documentation.pdf file. > The naming convention for the later added CSVs (tweets from before March 20, 2020) will have a greek alphabet name instead of a numeric counter. I am able to only see two columns ( 'Tweet ID' and 'sentiment score'). And because of Twitter's data sharing policy, I am not allowed to share them. I recommend you to open the databases (which are generating the image malformed error) using any DB viewer and re-save them on your machine or export to SQL or to any tabular format file system as per your preference. Found insideAn innovative and groundbreaking text explaining how wireless AI can determine position, sense motion and vital signs, and identify events and people. I try to download all data from twitter using user id, but the app Hydrator always stop downloading. Two-weeks data is manuallyannotated and several machine learning models were built. Please refer the "Readme_CXR_Database_v1.0" for detailed instructions on how to use the dataset.. Found insideThis book presents an accessible introduction to data-driven storytelling. IEEE is proud to introduce you to IEEE DataPort, a valuable and easy to use data platform which enables users to significantly enhance their research efforts. Hello Mandy. Could you mention what filters are you using to get the tweets? |. However, when the corona outbreak started in China, I decided to release the collected tweets rather than just keeping them with me. The COVID-19 pandemic continues to affect the world in an unprecedented manner, and as such, HAC/SIGHT (Special Interest Group on Humanitarian Technology) are offering a Call for Proposals to support IEEE member grassroots humanitarian technology and sustainable development projects that utilize technology to address local challenging realities of the COVID-19 situation and any pressing all IDs end with four zeros while the zeros should in fact be other numbers. This is because, initially, the purpose of the deployed web app was not just to collect the tweets; it was more like an optimization project. Hello Anil. Is that mean the download tweets reach the rate limit? I have downloaded Hydrator and tried downloading the tweets. Web. Since the emergence of COVID-19 in collected from IEEE DataPort. Submit an Open Access dataset to allow free access to all users, or create a data competition and manage access and submissions. IEEE Technical Activities will receive a $5,000 contribution to IEEE DataPort s COVID-19 data competition, which is expected to launch later this year. The real-time Twitter feed is monitored for coronavirus-related tweets using 90+ different keywords and hashtags that are commonly used while referencing the pandemic. Among COVID-19 patients of this study, 82 patients developed Refractory Respiratory Failure (RRF) or Severe Acute Respiratory Distress Syndrome (SARDS) and were transferred to Intensive Care Unit (ICU), 74 patients had a Stable course of disease and were not transferred to ICU. Open Access datasets are available to all users. The outbreak of COVID-19 in Wuhan, China in December 2019 has rapidly spread across other countries in the world and has been declared as a global pandemic by WHO on 11th March, 2020. Coronavirus (COVID-19) Tweets Dataset [Internet]. The University of Melbourne, Australia; Previous affiliation: JNU, New Delhi. Please see the special section on Ventilator Technology. And it's got to be done on a high volume basis anyway,\" Siegel said. Twitter wants researchers to always pull fresh data. Rabindra Lamsal. Number of tweets : 1,592,722,212tweets. Educating the Engineer of 2020 is grounded by the observations, questions, and conclusions presented in the best-selling book The Engineer of 2020: Visions of Engineering in the New Century. You can use these tweet IDs to download fresh data from Twitter (read this article:hydrating tweet IDs). Based on autoencoder of Mask-RCNN for area mark feature maps objection detection for the identification of COVID-19 pneumonia have very serious pathological and always accompanied by various of symptoms. Submit an Open Access dataset to allow free access to all users, or create a data competition and manage access and submissions. Abstract Background: COVID-19 preventive measures have been an obstacle to millions of people around the world, influencing not only their normal day-to-day activities but also affecting their mental health. IEEE DataPort provides a sustainable platform to all data owners in support of research and IEEEs overall mission of, 3. The CSV files here have an extra column i.e. Lets save some bandwidth. This dataset contains IDs and sentiment scores of geo-tagged tweets related to the COVID-19 pandemic. All users may submit a standard dataset up to 2TB free of charge. Dataset usage terms :By using this dataset, you agree to (i) use the content of this dataset and the data generated from the content of this dataset for non-commercial research only, (ii) remain in compliance withTwitter's Policyand (iii) cite the following paper: Lamsal, R. Design and analysis of a large-scale COVID-19 tweets dataset. Lung segmentation is essential indevelopingAI-assisted diagnosis methods. Use of this website signifies your agreement to the IEEE Terms and Conditions A not-for-profit organization, IEEE is the worlds largest technical professional organization dedicated to advancing technology for the benefit of humanity. Excel shows numbers with 15 digits precision. In the January issue of the IEEE Spectrum Magazine, read about the top tech of 2021, how to vaccinate the world, supersonic travel, robot trucks, and more. However, when the corona outbreak started in China, I decided to release the collected tweets rather than just keeping them with me. The IEEE newsroom features the latest news from IEEE around the world. In the context of COVID-19 pandemic, the rapid roll-out of a vaccine and the implementation of a worldwide immunization campaign is critical, but its success will depend on the availability of an operational and transparent distribution chain that can be audited by all relevant stakeholders. Special Track on CI for COVID-19. Then you can really understand where and how you can use a particular tweet dataset. i have Tweet ID and sentiment score. "Coronavirus (COVID-19) Tweets Dataset." Standard datasets are available to IEEE DataPort subscribers. Unzip the file and extract it into a folder.. Hello Anil. The above example code takes in the original CSV file (i.e., corona_tweets_10.csv) from this dataset and exports just the tweet ID column to a new CSV file (i.e., ready_corona_tweets_10.csv). Found insideThis book constitutes the proceedings of the 19th International Conference on Smart Card Research and Advanced Applications, CARDIS 2020, which took place during November 18-20, 2020. The oldest tweets in this dataset date back to October 01, 2019. The newly created CSV file can now be consumed by the Hydrator application for hydrating the tweet IDs. The model has been collecting the corona-related tweets since Jan 27, 2020. Could you please let me know how to fix it? About the sentiment score:[-1,0) is considered negative sentiment,0 is considered neutral and(0,1] is considered positive. They should take into account the context provided: day, time, month, holiday period. The data is stored inside a zip file that contains a JSON file. journal={Applied Intelligence}, Alex Hills is certain to capture the public imagination with this new book. Note that slices in each case should be sorted based on the Slice-Location value to match with the provided labels in the CSV file. "Coronavirus (COVID-19) Tweets Dataset." corona_tweets_59.csv: 3,389,090 tweets (May 16, 2020 09:58 AM - May 17, 2020 10:34 AM), corona_tweets_60.csv: 3,530,933 tweets (May 17, 2020 10:36 AM - May 18, 2020 10:07 AM), corona_tweets_61.csv: 3,899,631 tweets (May 18, 2020 10:08 AM - May 19, 2020 10:07 AM), corona_tweets_62.csv: 3,767,009 tweets (May 19, 2020 10:08 AM - May 20, 2020 10:06 AM), corona_tweets_63.csv: 3,790,455 tweets (May 20, 2020 10:06 AM - May 21, 2020 10:15 AM), corona_tweets_64.csv: 3,582,020 tweets (May 21, 2020 10:16 AM - May 22, 2020 10:13 AM), corona_tweets_65.csv: 3,461,470 tweets (May 22, 2020 10:14 AM - May 23, 2020 10:08 AM), corona_tweets_66.csv: 3,477,564 tweets (May 23, 2020 10:08 AM - May 24, 2020 10:02 AM), corona_tweets_67.csv: 3,656,446 tweets (May 24, 2020 10:02 AM - May 25, 2020 10:10 AM), corona_tweets_68.csv: 3,474,952 tweets (May 25, 2020 10:11 AM - May 26, 2020 10:22 AM), corona_tweets_69.csv: 3,422,960 tweets (May 26, 2020 10:22 AM - May 27, 2020 10:16 AM), corona_tweets_70.csv: 3,480,999 tweets (May 27, 2020 10:17 AM - May 28, 2020 10:35 AM), corona_tweets_71.csv: 3,446,008 tweets (May 28, 2020 10:36 AM - May 29, 2020 10:07 AM), corona_tweets_72.csv: 3,492,841 tweets (May 29, 2020 10:07 AM - May 30, 2020 10:14 AM), corona_tweets_73.csv: 3,098,817 tweets (May 30, 2020 10:15 AM - May 31, 2020 10:13 AM), corona_tweets_74.csv: 3,234,848 tweets (May 31, 2020 10:13 AM - June 01, 2020 10:14 AM), corona_tweets_75.csv: 3,206,132 tweets (June 01, 2020 10:15 AM - June 02, 2020 10:07 AM), corona_tweets_76.csv: 3,206,417 tweets (June 02, 2020 10:08 AM - June 03, 2020 10:26 AM), corona_tweets_77.csv: 3,256,225 tweets (June 03, 2020 10:27 AM - June 04, 2020 10:23 AM), corona_tweets_78.csv: 2,205,123 tweets(June 04, 2020 10:26 AM - June 05, 2020 10:03 AM), corona_tweets_79.csv: 3,381,184 tweets (June 05, 2020 10:11 AM - June 06, 2020 10:16 AM), corona_tweets_80.csv: 3,194,500 tweets (June 06, 2020 10:17 AM - June 07, 2020 10:24 AM), corona_tweets_81.csv: 2,768,780 tweets (June 07, 2020 10:25 AM - June 08, 2020 10:13 AM), corona_tweets_82.csv: 3,032,227 tweets (June 08, 2020 10:13 AM - June 09, 2020 10:12 AM), corona_tweets_83.csv: 2,984,970 tweets (June 09, 2020 10:12 AM - June 10, 2020 10:13 AM), corona_tweets_84.csv: 3,068,002 tweets (June 10, 2020 10:14 AM - June 11, 2020 10:11 AM), corona_tweets_85.csv: 3,261,215 tweets (June 11, 2020 10:12 AM - June 12, 2020 10:10 AM), corona_tweets_86.csv: 3,378,901 tweets (June 12, 2020 10:11 AM - June 13, 2020 10:10 AM), corona_tweets_87.csv: 3,011,103 tweets (June 13, 2020 10:11 AM - June 14, 2020 10:08 AM), corona_tweets_88.csv: 3,154,328 tweets (June 14, 2020 10:09 AM - June 15, 2020 10:10 AM), corona_tweets_89.csv: 3,837,552 tweets (June 15, 2020 10:10 AM - June 16, 2020 10:10 AM), corona_tweets_90.csv: 3,889,262 tweets (June 16, 2020 10:11 AM - June 17, 2020 10:10 AM), corona_tweets_91.csv: 3,688,348 tweets (June 17, 2020 10:10 AM - June 18, 2020 10:09 AM), corona_tweets_92.csv: 3,673,328 tweets (June 18, 2020 10:10 AM - June 19, 2020 10:10 AM), corona_tweets_93.csv: 3,634,172 tweets (June 19, 2020 10:10 AM - June 20, 2020 10:10 AM), corona_tweets_94.csv: 3,610,992 tweets (June 20, 2020 10:10 AM - June 21, 2020 10:10 AM), corona_tweets_95.csv: 3,352,643 tweets (June 21, 2020 10:10 AM - June 22, 2020 10:10 AM), corona_tweets_96.csv: 3,730,105 tweets (June 22, 2020 10:10 AM - June 23, 2020 10:09 AM), corona_tweets_97.csv: 3,936,238 tweets (June 23, 2020 10:10 AM - June 24, 2020 10:09 AM), corona_tweets_98.csv: 3,858,387 tweets (June 24, 2020 10:10 AM - June 25, 2020 10:09 AM), corona_tweets_99.csv: 3,883,506 tweets (June 25, 2020 10:10 AM - June 26, 2020 10:09 AM), corona_tweets_100.csv: 3,941,476 tweets (June 26, 2020 10:09 AM - June 27, 2020 10:10 AM), corona_tweets_101.csv: 3,816,987 tweets (June 27, 2020 10:11 AM - June 28, 2020 10:10 AM), corona_tweets_102.csv: 3,743,358 tweets (June 28, 2020 10:10 AM - June 29, 2020 10:10 AM), corona_tweets_103.csv: 3,880,998 tweets (June 29, 2020 10:10 AM - June 30, 2020 10:10 AM), corona_tweets_104.csv: 3,926,862 tweets (June 30, 2020 10:10 AM - July 01, 2020 10:10 AM), corona_tweets_105.csv: 4,365,171 tweets (July 01, 2020 10:11 AM - July 02, 2020 12:28 PM), corona_tweets_106.csv: 3,563,659 tweets (July 02, 2020 12:29 PM - July 03, 2020 10:10 AM), corona_tweets_107.csv: 3,446,100 tweets (July 03, 2020 10:10 AM - July 04, 2020 07:00 AM), corona_tweets_108.csv: 4,076,176 tweets (July 04, 2020 07:01 AM - July 05, 2020 09:16 AM), corona_tweets_109.csv: 3,827,904 tweets (July 05, 2020 09:17 AM - July 06, 2020 10:10 AM), corona_tweets_110.csv: 3,991,881 tweets (July 06, 2020 10:10 AM - July 07, 2020 10:10 AM), corona_tweets_111.csv: 4,104,245 tweets (July 07, 2020 10:11 AM - July 08, 2020 10:10 AM), corona_tweets_112.csv: 4,032,945 tweets (July 08, 2020 10:10 AM - July 09, 2020 10:10 AM), corona_tweets_113.csv: 3,912,560 tweets (July 09, 2020 10:10 AM - July 10, 2020 10:12 AM), corona_tweets_114.csv: 4,024,227 tweets (July 10, 2020 10:12 AM - July 11, 2020 10:20 AM), corona_tweets_115.csv: 3,746,316 tweets (July 11, 2020 10:20 AM - July 12, 2020 10:09 AM), corona_tweets_116.csv: 3,902,393 tweets (July 12, 2020 10:10 AM - July 13, 2020 10:09 AM), corona_tweets_117.csv: 4,045,441 tweets (July 13, 2020 10:10 AM - July 14, 2020 10:09 AM), corona_tweets_118.csv: 4,130,726 tweets (July 14, 2020 10:10 AM - July 15, 2020 10:25 AM), corona_tweets_119.csv: 4,106,648 tweets (July 15, 2020 10:26 AM - July 16, 2020 10:10 AM), corona_tweets_120.csv: 4,083,573 tweets (July 16, 2020 10:11 AM - July 17, 2020 10:10 AM), corona_tweets_121.csv: 4,014,323 tweets (July 17, 2020 10:10 AM - July 18, 2020 10:25 AM), corona_tweets_122.csv: 3,639,620 tweets (July 18, 2020 10:25 AM - July 19, 2020 10:30 AM), corona_tweets_123.csv: 3,600,404 tweets (July 19, 2020 10:30 AM -July 20, 2020 10:10 AM), corona_tweets_124.csv: 3,777,908 tweets (July 20, 2020 10:11 AM - July 21, 2020 10:10 AM), corona_tweets_125.csv: 3,771,150 tweets (July 21, 2020 10:11 AM - July 22, 2020 10:10 AM), corona_tweets_126.csv: 3,691,852 tweets (July 22, 2020 10:10 AM - July 23, 2020 10:10 AM), corona_tweets_127.csv: 3,661,885 tweets (July 23, 2020 10:10 AM - July 24, 2020 10:10 AM), corona_tweets_128.csv: 3,621,819 tweets (July 24, 2020 10:10 AM - July 25, 2020 10:20 AM), corona_tweets_129.csv: 3,512,553 tweets (July 25, 2020 10:20 AM - July 26, 2020 10:10 AM), corona_tweets_130.csv: 3,399,349 tweets (July 26, 2020 10:11 AM - July 27, 2020 10:10 AM), corona_tweets_131.csv: 3,889,978 tweets (July 27, 2020 10:10 AM - July 28, 2020 10:10 AM), corona_tweets_132.csv: 4,167,168 tweets (July 28, 2020 10:10 AM - July 29, 2020 10:10 AM), corona_tweets_133.csv: 4,007,131 tweets (July 29, 2020 10:10 AM - July 30, 2020 10:10 AM), corona_tweets_134.csv: 3,968,762 tweets (July 30, 2020 10:10 AM - July 31, 2020 10:10 AM), corona_tweets_135.csv: 3,867,434 tweets (July 31, 2020 10:10 AM - August 01, 2020 10:12 AM), corona_tweets_136.csv: 3,533,863 tweets (August 01, 2020 10:12 AM - August 02, 2020 10:10 AM), corona_tweets_137.csv: 3,748,433 tweets (August 02, 2020 10:10 AM - August 03, 2020 10:10 AM), corona_tweets_138.csv:3,810,246 tweets (August 03, 2020 10:10 AM - August 04, 2020 10:12 AM), corona_tweets_139.csv: 3,726,039tweets (August 04, 2020 10:12 AM - August 05, 2020 10:10 AM), corona_tweets_140.csv:3,770,597 tweets (August 05, 2020 10:10 AM - August 06, 2020 10:10 AM), corona_tweets_141.csv:3,839,194 tweets (August 06, 2020 10:10 AM - August 07, 2020 10:10 AM), corona_tweets_142.csv:3,702,517 tweets (August 07, 2020 10:11 AM - August 08, 2020 10:10 AM), corona_tweets_143.csv:3,482,091 tweets (August 08, 2020 10:11 AM - August 09, 2020 10:10 AM), corona_tweets_144.csv:3,822,854 tweets (August 09, 2020 10:10 AM - August 10, 2020 10:10 AM), corona_tweets_145.csv:3,911,443 tweets (August 10, 2020 10:10 AM - August 11, 2020 10:10 AM), corona_tweets_146.csv:3,838,286 tweets (August 11, 2020 10:10 AM - August 12, 2020 10:10 AM), corona_tweets_147.csv:3,624,028 tweets (August 12, 2020 10:10 AM - August 13, 2020 10:10 AM), corona_tweets_148.csv:3,749,980 tweets (August 13, 2020 10:10 AM - August 14, 2020 10:10 AM), corona_tweets_149.csv:3,683,305 tweets (August 14, 2020 10:10 AM - August 15, 2020 10:10 AM), corona_tweets_150.csv:3,187,087 tweets (August 15, 2020 10:10 AM - August 16, 2020 10:10 AM), corona_tweets_151.csv:3,181,939 tweets (August 16, 2020 10:10 AM - August 17, 2020 10:10 AM), corona_tweets_152.csv:3,680,958 tweets (August 17, 2020 10:10 AM - August 18, 2020 10:10 AM), corona_tweets_153.csv:3,610,316 tweets (August 18, 2020 10:10 AM - August 19, 2020 10:10 AM), corona_tweets_154.csv:3,534,349 tweets (August 19, 2020 10:10 AM - August 20, 2020 10:10 AM), corona_tweets_155.csv:3,609,804 tweets (August 20, 2020 10:10 AM - August 21, 2020 10:10 AM), corona_tweets_156.csv:3,962,927 tweets (August 21, 2020 10:10 AM - August 22, 2020 10:10 AM), corona_tweets_157.csv:3,583,818 tweets (August 22, 2020 10:10 AM - August 23, 2020 10:10 AM), corona_tweets_158.csv:4,045,201 tweets (August 23, 2020 10:10 AM - August 24, 2020 10:10 AM), corona_tweets_159.csv:3,982,835 tweets (August 24, 2020 10:10 AM - August 25, 2020 10:20 AM), corona_tweets_160.csv:3,896,212 tweets (August 25, 2020 10:20 AM - August 26, 2020 10:10 AM), corona_tweets_161.csv:3,965,851 tweets (August 26, 2020 10:10 AM - August 27, 2020 10:10 AM), corona_tweets_162.csv:3,913,091 tweets (August 27, 2020 10:10 AM - August 28, 2020 10:10 AM), corona_tweets_163.csv:3,850,248 tweets (August 28, 2020 10:10 AM - August 29, 2020 10:10 AM), corona_tweets_164.csv:3,282,065 tweets (August 29, 2020 10:10 AM - August 30, 2020 10:10 AM), corona_tweets_165.csv:3,494,658 tweets (August 30, 2020 10:11 AM - August 31, 2020 10:10 AM), corona_tweets_166.csv:3,725,303 tweets (August 31, 2020 10:10 AM - September 01, 2020 10:10 AM), corona_tweets_167.csv:3,665,464 tweets (September 01, 2020 10:10 AM - September 02, 2020 10:10 AM), corona_tweets_168.csv:3,742,416 tweets (September 02, 2020 10:10 AM - September 03, 2020 10:10 AM), corona_tweets_169.csv:3,833,791 tweets (September 03, 2020 10:10 AM - September 04, 2020 10:10 AM), corona_tweets_170.csv:3,189,110 tweets (September 04, 2020 10:10 AM - September 05, 2020 10:15 AM), corona_tweets_171.csv:2,736,116 tweets (September 05, 2020 10:15 AM - September 06, 2020 10:10 AM), corona_tweets_172.csv:2,742,674 tweets (September 06, 2020 10:10 AM - September 07, 2020 10:10 AM), corona_tweets_173.csv:3,428,867 tweets (September 07, 2020 10:10 AM - September 08, 2020 10:10 AM), corona_tweets_174.csv:3,596,199 tweets (September 08, 2020 10:10 AM - September 09, 2020 10:10 AM), corona_tweets_175.csv:3,983,190 tweets (September 09, 2020 10:11 AM - September 10, 2020 10:10 AM), corona_tweets_176.csv:4,032,447 tweets (September 10, 2020 10:10 AM - September 11, 2020 10:10 AM), corona_tweets_177.csv:3,499,620 tweets (September 11, 2020 10:10 AM - September 12, 2020 10:10 AM), corona_tweets_178.csv:3,165,691 tweets (September 12, 2020 10:10 AM - September 13, 2020 10:10 AM), corona_tweets_179.csv:3,172,727 tweets (September 13, 2020 10:10 AM - September 14, 2020 10:10 AM), corona_tweets_180.csv:3,590,356 tweets (September 14, 2020 10:10 AM - September 15, 2020 10:10 AM), corona_tweets_181.csv:3,638,935 tweets (September 15, 2020 10:10 AM - September 16, 2020 10:10 AM), corona_tweets_182.csv:3,839,131 tweets (September 16, 2020 10:10 AM - September 17, 2020 10:10 AM), corona_tweets_183.csv:3,661,202 tweets (September 17, 2020 10:10 AM - September 18, 2020 10:10 AM), corona_tweets_184.csv:3,328,710 tweets (September 18, 2020 10:10 AM - September 19, 2020 10:10 AM), corona_tweets_185.csv:2,373,557 tweets (September 19, 2020 10:10 AM - September 20, 2020 10:10 AM), corona_tweets_186.csv:2,717,488 tweets (September 20, 2020 10:10 AM - September 21, 2020 10:10 AM), corona_tweets_187.csv:3,647,346 tweets (September 21, 2020 10:10 AM - September 22, 2020 10:10 AM), corona_tweets_188.csv:3,773,214 tweets (September 22, 2020 10:10 AM - September 23, 2020 10:10 AM), corona_tweets_189.csv:3,675,631 tweets (September 23, 2020 10:10 AM - September 24, 2020 10:10 AM), corona_tweets_190.csv:3,469,386 tweets (September 24, 2020 10:10 AM - September 25, 2020 10:10 AM), corona_tweets_191.csv:2,943,510 tweets (September 25, 2020 10:10 AM - September 26, 2020 10:10 AM), corona_tweets_192.csv:2,750,782 tweets (September 26, 2020 10:10 AM - September 27, 2020 10:10 AM), corona_tweets_193.csv:2,349,966 tweets (September 27, 2020 10:10 AM - September 28, 2020 10:10 AM), corona_tweets_194.csv:2,828,438 tweets (September 28, 2020 10:10 AM - September 29, 2020 10:10 AM), corona_tweets_195.csv:3,154,852 tweets (September 29, 2020 10:10 AM - September 30, 2020 10:10 AM), corona_tweets_196.csv:2,652,574 tweets (September 30, 2020 10:10 AM - October 01, 2020 10:10 AM), corona_tweets_197.csv:3,149,122 tweets (October 01, 2020 10:10 AM - October 02, 2020 10:10 AM), corona_tweets_198.csv:4,312,864 tweets (October 02, 2020 10:10 AM - October 03, 2020 10:10 AM), corona_tweets_199.csv:4,263,630 tweets (October 03, 2020 10:10 AM - October 04, 2020 10:10 AM), corona_tweets_200.csv:4,029,468 tweets (October 04, 2020 10:10 AM - October 05, 2020 10:10 AM), corona_tweets_201.csv:4,120,708 tweets (October 05, 2020 10:10 AM - October 06, 2020 10:10 AM), corona_tweets_202.csv:4,250,382 tweets (October 06, 2020 10:10 AM - October 07, 2020 10:12 AM), corona_tweets_203.csv:4,004,487 tweets (October 07, 2020 10:12 AM - October 08, 2020 10:10 AM), corona_tweets_204.csv:3,963,002 tweets (October 08, 2020 10:10 AM - October 09, 2020 10:10 AM), corona_tweets_205.csv:3,876,621 tweets (October 09, 2020 10:10 AM - October 10, 2020 10:10 AM), corona_tweets_206.csv:3,725,364 tweets (October 10, 2020 10:10 AM - October 11, 2020 10:10 AM), corona_tweets_207.csv:3,555,115 tweets (October 11, 2020 10:10 AM - October 12, 2020 10:10 AM), corona_tweets_208.csv:3,836,485 tweets (October 12, 2020 10:10 AM - October 13, 2020 10:10 AM), corona_tweets_209.csv:3,773,010 tweets (October 13, 2020 10:10 AM - October 14, 2020 10:10 AM), corona_tweets_210.csv:3,530,338 tweets (October 14, 2020 10:10 AM - October 15, 2020 10:10 AM), corona_tweets_211.csv:3,288,065 tweets (October 15, 2020 10:10 AM - October 16, 2020 10:10 AM), corona_tweets_212.csv: 3,111,052 tweets (October 16, 2020 10:10 AM - October 17, 2020 10:10 AM), corona_tweets_213.csv:2,936,275 tweets (October 17, 2020 10:10 AM - October 18, 2020 10:10 AM), corona_tweets_214.csv:3,114,902 tweets (October 18, 2020 10:10 AM - October 19, 2020 10:10 AM), corona_tweets_215.csv:3,495,131 tweets (October 19, 2020 10:10 AM - October 20, 2020 10:10 AM), corona_tweets_216.csv:3,474,414 tweets (October 20, 2020 10:10 AM - October 21, 2020 10:10 AM), corona_tweets_217.csv:3,211,180 tweets (October 21, 2020 10:10 AM - October 22, 2020 10:10 AM), corona_tweets_218.csv:3,342,926 tweets (October 22, 2020 10:10 AM - October 23, 2020 10:10 AM), corona_tweets_219.csv:3,269,122 tweets (October 23, 2020 10:10 AM - October 24, 2020 10:10 AM), corona_tweets_220.csv:3,193,236 tweets (October 24, 2020 10:10 AM - October 25, 2020 10:10 AM), corona_tweets_221.csv:3,382,538 tweets (October 25, 2020 10:10 AM - October 26, 2020 10:10 AM), corona_tweets_222.csv:3,339,344 tweets (October 26, 2020 10:10 AM - October 27, 2020 10:10 AM), corona_tweets_223.csv:2,553,632 tweets (October 27, 2020 10:10 AM - October 28, 2020 03:35 PM), corona_tweets_224.csv:2,865,014 tweets (October 28, 2020 03:35 PM - October 29, 2020 10:10 AM), corona_tweets_225.csv:3,256,945 tweets (October 29, 2020 10:10 AM - October 30, 2020 10:10 AM), corona_tweets_226.csv:3,428,783 tweets (October 30, 2020 10:10 AM - October 31, 2020 10:10 AM), corona_tweets_227.csv:3,500,835 tweets (October 31, 2020 10:10 AM - November 01, 2020 10:10 AM), corona_tweets_228.csv:3,371,046 tweets (November 01, 2020 10:10 AM - November 02, 2020 10:10 AM), corona_tweets_229.csv:3,299,450 tweets (November 02, 2020 10:10 AM - November 03, 2020 10:15 AM), corona_tweets_230.csv:2,601,575 tweets (November 03, 2020 10:15 AM - November 04, 2020 10:10 AM), corona_tweets_231.csv:2,415,739 tweets (November 04, 2020 10:10 AM - November 05, 2020 10:10 AM), corona_tweets_232.csv:2,781,918 tweets (November 05, 2020 10:10 AM - November 06, 2020 10:10 AM), corona_tweets_233.csv:2,514,116 tweets (November 06, 2020 10:10 AM - November 07, 2020 10:10 AM), corona_tweets_234.csv:2,998,457 tweets (November 07, 2020 10:10 AM - November 08, 2020 10:10 AM), corona_tweets_235.csv:2,339,099 tweets (November 08, 2020 10:10 AM - November 09, 2020 10:10 AM), corona_tweets_236.csv:3,524,228 tweets (November 09, 2020 10:10 AM - November 10, 2020 10:35 AM), corona_tweets_237.csv:3,296,368 tweets (November 10, 2020 10:35 AM - November 11, 2020 10:10 AM), corona_tweets_238.csv:3,156,729 tweets (November 11, 2020 10:10 AM - November 12, 2020 10:10 AM), corona_tweets_239.csv:3,664,120 tweets (November 12, 2020 10:10 AM - November 13, 2020 10:10 AM), corona_tweets_240.csv:3,850,005 tweets (November 13, 2020 10:10 AM - November 14, 2020 10:10 AM), corona_tweets_241.csv:3,341,609 tweets (November 14, 2020 10:10 AM - November 15, 2020 10:10 AM), corona_tweets_242.csv:3,424,942 tweets (November 15, 2020 10:10 AM - November 16, 2020 10:10 AM), corona_tweets_243.csv:3,629,902 tweets (November 16, 2020 10:10 AM - November 17, 2020 10:10 AM), corona_tweets_244.csv:3,566,213 tweets (November 17, 2020 10:10 AM - November 18, 2020 10:10 AM), corona_tweets_245.csv:3,649,808 tweets (November 18, 2020 10:10 AM - November 19, 2020 10:10 AM), corona_tweets_246.csv:3,593,689 tweets (November 19, 2020 10:10 AM - November 20, 2020 10:10 AM), corona_tweets_247.csv:3,467,627 tweets (November 20, 2020 10:10 AM - November 21, 2020 10:10 AM), corona_tweets_248.csv:3,302,059 tweets (November 21, 2020 10:10 AM - November 22, 2020 10:10 AM), corona_tweets_249.csv:3,072,344 tweets (November 22, 2020 10:10 AM - November 23, 2020 10:10 AM), corona_tweets_250.csv:3,405,513 tweets (November 23, 2020 10:10 AM - November 24, 2020 10:10 AM), corona_tweets_251.csv:3,172,136 tweets (November 24, 2020 10:10 AM - November 25, 2020 10:10 AM), corona_tweets_252.csv:3,084,475 tweets (November 25, 2020 10:10 AM - November 26, 2020 10:10 AM), corona_tweets_253.csv:2,853,608 tweets (November 26, 2020 10:10 AM - November 27, 2020 10:10 AM), corona_tweets_254.csv:2,463,578 tweets (November 27, 2020 10:10 AM - November 28, 2020 10:10 AM), corona_tweets_255.csv:2,437,566 tweets (November 28, 2020 10:10 AM - November 29, 2020 10:10 AM), corona_tweets_256.csv:2,570,601 tweets (November 29, 2020 10:10 AM - November 30, 2020 10:10 AM), corona_tweets_257.csv:3,144,302 tweets (November 30, 2020 10:10 AM - December 01, 2020 10:10 AM), corona_tweets_258.csv:2,892,121 tweets (December 01, 2020 10:10 AM - 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January 04, 2021 10:10 AM), corona_tweets_292.csv:3,727,421 tweets (January 04, 2021 10:10 AM - January 05, 2021 10:10 AM), corona_tweets_293.csv:3,917,006 tweets (January 05, 2021 10:10 AM - January 06, 2021 10:10 AM), corona_tweets_294.csv:3,522,571 tweets (January 06, 2021 10:10 AM - January 07, 2021 10:10 AM), corona_tweets_295.csv:2,801,003 tweets (January 07, 2021 10:10 AM - January 08, 2021 10:10 AM), corona_tweets_296.csv:2,975,849 tweets (January 08, 2021 10:10 AM - January 09, 2021 10:10 AM), corona_tweets_297.csv:1,620,906 tweets (January 09, 2021 10:10 AM - January 10, 2021 10:25 AM), corona_tweets_298.csv:2,542,852 tweets (January 10, 2021 10:25 AM - January 11, 2021 10:15 AM), corona_tweets_299.csv:3,156,856 tweets (January 11, 2021 10:15 AM - January 12, 2021 10:10 AM), corona_tweets_300.csv:3,512,165 tweets (January 12, 2021 10:10 AM - January 13, 2021 10:10 AM), corona_tweets_301.csv:2,855,503 tweets (January 13, 2021 10:10 AM - January 14, 2021 07:00 AM), corona_tweets_302.csv:3,613,526 tweets (January 14, 2021 07:00 AM - January 15, 2021 10:10 AM), corona_tweets_303.csv:3,408,359 tweets (January 15, 2021 10:10 AM - January 16, 2021 10:12 AM), corona_tweets_304.csv:3,348,871 tweets (January 16, 2021 10:12 AM - January 17, 2021 10:10 AM), corona_tweets_305.csv:2,764,179 tweets (January 17, 2021 10:10 AM - January 18, 2021 10:10 AM), corona_tweets_306.csv:3,099,138 tweets (January 18, 2021 10:10 AM - January 19, 2021 10:10 AM), corona_tweets_307.csv:3,209,091 tweets (January 19, 2021 10:10 AM - January 20, 2021 10:35 AM), corona_tweets_308.csv:2,565,068 tweets (January 20, 2021 10:35 AM - January 21, 2021 10:10 AM), corona_tweets_309.csv:3,284,309 tweets (January 21, 2021 10:10AM - January 22, 2021 10:10 AM), corona_tweets_310.csv:3,145,448 tweets (January 22, 2021 10:10 AM - January 23, 2021 10:10 AM), corona_tweets_311.csv:3,031,831 tweets (January 23, 2021 10:10 AM - January 24, 2021 10:10 AM), corona_tweets_312.csv:3,146,166 tweets (January 24, 2021 10:10 AM - January 25, 2021 10:15 AM), corona_tweets_313.csv:2,829,646 tweets (January 25, 2021 10:15 AM - January 26, 2021 08:10 AM), corona_tweets_314.csv:3,410,745 tweets (January 26, 2021 08:10 AM - January 27, 2021 10:15 AM), corona_tweets_315.csv:3,215,574 tweets (January 27, 2021 10:15 AM - January 28, 2021 10:10 AM), corona_tweets_316.csv:2,968,589 tweets (January 28, 2021 10:10 AM - January 29, 2021 10:10 AM), corona_tweets_317.csv:3,019,460 tweets (January 29, 2021 10:10 AM - January 30, 2021 10:10 AM), corona_tweets_318.csv:2,900,875 tweets (January 30, 2021 10:10 AM - January 31, 2021 10:10 AM), corona_tweets_319.csv:2,868,843 tweets (January 31, 2021 10:10 AM - February 01, 2021 10:10 AM), corona_tweets_320.csv:2,956,475 tweets (February 01, 2021 10:10 AM - February 02, 2021 10:10 AM), corona_tweets_321.csv:3,116,415 tweets (February 02, 2021 10:10 AM - February 03, 2021 10:30 AM), corona_tweets_322.csv:2,915,095 tweets (February 03, 2021 10:30 AM - February 04, 2021 10:10 AM), corona_tweets_323.csv:2,576,055 tweets (February 04, 2021 10:10 AM - February 05, 2021 10:10 AM), corona_tweets_324.csv:2,496,120 tweets (February 05, 2021 10:10 AM - February 06, 2021 09:30 AM), corona_tweets_325.csv:2,231,704 tweets (February 06, 2021 09:30 AM - February 07, 2021 10:10 AM), corona_tweets_326.csv: 2,478,071 tweets (February 07, 2021 10:10 AM - February 08, 2021 10:10 AM), corona_tweets_327.csv:2,631,475 tweets (February 08, 2021 10:10 AM - February 09, 2021 10:10 AM), corona_tweets_328.csv:2,556,548 tweets (February 09, 2021 10:10 AM - February 10, 2021 10:10 AM), corona_tweets_329.csv:2,666,021 tweets (February 10, 2021 10:10 AM - February 11, 2021 12:00 PM), corona_tweets_330.csv:2,495,590 tweets (February 11, 2021 12:00 PM - February 12, 2021 10:10 AM), corona_tweets_331.csv:2,569,535 tweets (February 12, 2021 10:10 AM - February 13, 2021 10:10 AM), corona_tweets_332.csv:2,008,834 tweets (February 13, 2021 10:10 AM - February 14, 2021 10:10 AM), corona_tweets_333.csv:1,873,301 tweets (February 14, 2021 10:10 AM - February 15, 2021 10:10 AM), corona_tweets_334.csv:2,461,123 tweets (February 15, 2021 10:10 AM - February 16, 2021 11:00 AM), corona_tweets_335.csv:2,537,242 tweets (February 16, 2021 11:00 AM - February 17, 2021 10:10 AM), corona_tweets_336.csv:2,656,607 tweets (February 17, 2021 10:10 AM - February 18, 2021 10:10 AM), corona_tweets_337.csv:2,442,221 tweets (February 18, 2021 10:10 AM - February 19, 2021 11:00 AM), corona_tweets_338.csv:2,323,399 tweets (February 19, 2021 11:00 AM - February 20, 2021 10:10 AM), corona_tweets_339.csv:1,959,267 tweets (February 20, 2021 10:10 AM - February 21, 2021 10:10 AM), corona_tweets_340.csv:2,161,601 tweets (February 21, 2021 10:10 AM - February 22, 2021 10:10 AM), corona_tweets_341.csv:2,905,423 tweets (February 22, 2021 10:10 AM - February 23, 2021 10:10 AM), corona_tweets_342.csv:2,918,788 tweets (February 23, 2021 10:10 AM - February 24, 2021 10:10 AM), corona_tweets_343.csv:2,772,135 tweets (February 24, 2021 10:10 AM - February 25, 2021 10:10 AM), corona_tweets_344.csv:2,662,233 tweets (February 25, 2021 10:10 AM - February 26, 2021 10:10 AM), corona_tweets_345.csv:2,544,887 tweets (February 26, 2021 10:10 AM - February 27, 2021 10:30 AM), corona_tweets_346.csv: 2,236,001 tweets (February 27, 2021 10:30 AM - February 28, 2021 10:10 AM), corona_tweets_347.csv: 2,145,457 tweets (February 28, 2021 10:10 AM - March 01, 2021 10:10 AM), corona_tweets_348.csv:2,513,558 tweets (March 01, 2021 10:10 AM - March 02, 2021 10:15 AM), corona_tweets_349.csv:2,984,593 tweets (March 02, 2021 10:15 AM - March 03, 2021 10:10 AM), corona_tweets_350.csv:3,028,796 tweets (March 03, 2021 10:10 AM - March 04, 2021 10:10 AM), corona_tweets_351.csv:2,824,415 tweets (March 04, 2021 10:10 AM - March 05, 2021 10:10 AM), corona_tweets_352.csv:2,768,332 tweets (March 05, 2021 10:10 AM - March 06, 2021 10:10 AM), corona_tweets_353.csv:2,406,706 tweets (March 06, 2021 10:10 AM - March 07, 2021 10:10 AM), corona_tweets_354.csv:2,249,733 tweets (March 07, 2021 10:10 AM - March 08, 2021 10:55 AM), corona_tweets_355.csv:2,206,490 tweets (March 08, 2021 10:55 AM - March 09, 2021 10:10 AM), corona_tweets_356.csv:2,310,802 tweets (March 09, 2021 10:10 AM - March 10, 2021 10:10 AM), corona_tweets_357.csv:2,829,317 tweets (March 10, 2021 10:10 AM - March 11, 2021 10:10 AM), corona_tweets_358.csv:3,122,284 tweets (March 11, 2021 10:10 AM - March 12, 2021 10:10 AM), corona_tweets_359.csv:2,782,982 tweets (March 12, 2021 10:10 AM - March 13, 2021 10:10 AM), corona_tweets_360.csv:2,092,834 tweets (March 13, 2021 10:10 AM - March 14, 2021 10:10 AM), corona_tweets_361.csv:2,249,082 tweets (March 14, 2021 10:10 AM - March 15, 2021 10:15 AM), corona_tweets_362.csv:2,528,090 tweets (March 15, 2021 10:15 AM - March 16, 2021 10:10 AM), corona_tweets_363.csv:2,587,367 tweets (March 16, 2021 10:10 AM - March 17, 2021 10:10 AM), corona_tweets_364.csv:2,558,837 tweets (March 17, 2021 10:10 AM - March 18, 2021 10:00 AM), corona_tweets_365.csv:2,505,267 tweets (March 18, 2021 10:00 AM - March 19, 2021 10:10 AM), corona_tweets_366.csv:2,341,284 tweets (March 19, 2021 10:10 AM - March 20, 2021 10:10 AM), corona_tweets_367.csv:2,357,985 tweets (March 20, 2021 10:10 AM - March 21, 2021 10:10 AM), corona_tweets_368.csv:2,358,661 tweets (March 21, 2021 10:10 AM - March 22, 2021 10:25 AM), corona_tweets_369.csv:2,635,541 tweets (March 22, 2021 10:25 AM - March 23, 2021 10:10 AM), corona_tweets_370.csv:2,612,589 tweets (March 23, 2021 10:10 AM - March 24, 2021 10:20 AM), corona_tweets_371.csv:2,488,061 tweets (March 24, 2021 10:20 AM - March 25, 2021 10:10 AM), corona_tweets_372.csv:2,430,832 tweets (March 25, 2021 10:10 AM - March 26, 2021 10:10 AM), corona_tweets_373.csv:2,265,944 tweets (March 26, 2021 10:10 AM - March 27, 2021 10:10 AM), corona_tweets_374.csv:1,926,796 tweets (March 27, 2021 10:10 AM - March 28, 2021 10:10 AM), corona_tweets_375.csv:1,999,110 tweets (March 28, 2021 10:10 AM - March 29, 2021 10:15 AM), corona_tweets_376.csv:2,914,413 tweets (March 29, 2021 10:15 AM - March 30, 2021 10:10 AM), corona_tweets_377.csv:3,011,381 tweets (March 30, 2021 10:10 AM - March 31, 2021 10:10 AM), corona_tweets_378.csv:2,729,871 tweets (March 31, 2021 10:10 AM - April 01, 2021 11:10 AM), corona_tweets_379.csv:2,473,863 tweets (April 01, 2021 11:10 AM - April 02, 2021 10:40 AM), corona_tweets_380.csv:2,324,899 tweets (April 02, 2021 10:40 AM - April 03, 2021 10:10 AM), corona_tweets_381.csv:2,157,365 tweets (April 03, 2021 10:10 AM - April 04, 2021 10:30 AM), corona_tweets_382.csv:2,043,719 tweets (April 04, 2021 10:30 AM - April 05, 2021 10:10 AM), corona_tweets_383.csv:2,879,012 tweets (April 05, 2021 10:10 AM - April 06, 2021 10:10 AM), corona_tweets_384.csv:3,187,888 tweets (April 06, 2021 10:10 AM - April 07, 2021 10:40 AM), corona_tweets_385.csv:3,044,808 tweets (April 07, 2021 10:40 AM - April 08, 2021 10:10 AM), corona_tweets_386.csv:2,993,795 tweets (April 08, 2021 10:10 AM - April 09, 2021 10:10 AM), corona_tweets_387.csv:2,517,334 tweets (April 09, 2021 10:10 AM - April 10, 2021 10:10 AM), corona_tweets_388.csv:2,241,700 tweets (April 10, 2021 10:10 AM - April 11, 2021 10:10 AM), corona_tweets_389.csv:2,409,810 tweets (April 11, 2021 10:10 AM - April 12, 2021 10:10 AM), corona_tweets_390.csv:2,812,947 tweets (April 12, 2021 10:10 AM - April 13, 2021 10:10 AM), corona_tweets_391.csv:3,850,249 tweets (April 13, 2021 10:10 AM - April 14, 2021 05:15 PM), corona_tweets_392.csv:2,163,860 tweets (April 14, 2021 05:15 PM - April 15, 2021 10:10 AM), corona_tweets_393.csv:2,469,813 tweets (April 15, 2021 10:10 AM - April 16, 2021 10:15 AM), corona_tweets_394.csv:2,846,397 tweets (April 16, 2021 10:15 AM - April 17, 2021 09:51 AM), corona_tweets_395.csv:2,108,708 tweets (April 17, 2021 09:51 AM - April 18, 2021 10:10 AM), corona_tweets_396.csv:3,130,544 tweets (April 18, 2021 10:10 AM - April 19, 2021 10:10 AM), corona_tweets_397.csv:3,244,223 tweets (April 19, 2021 10:10 AM - April 20, 2021 10:00 AM), corona_tweets_398.csv:3,146,119 tweets (April 20, 2021 10:00 AM - April 21, 2021 10:10 AM), corona_tweets_399.csv:3,062,845 tweets (April 21, 2021 10:10 AM - April 22, 2021 10:10 AM), corona_tweets_400.csv:3,302,982 tweets (April 22, 2021 10:10 AM - April 23, 2021 10:10 AM), corona_tweets_401.csv:3,374,543 tweets (April 23, 2021 10:10 AM - April 24, 2021 10:10 AM), corona_tweets_402.csv:3,565,350 tweets (April 24, 2021 10:10 AM - April 25, 2021 10:10 AM), corona_tweets_403.csv:3,628,888 tweets (April 25, 2021 10:10 AM - April 26, 2021 10:10 AM), corona_tweets_404.csv:3,780,245 tweets (April 26, 2021 10:10 AM - April 27, 2021 10:49 AM), corona_tweets_405.csv:3,643,677 tweets (April 27, 2021 10:49 AM - April 28, 2021 10:15 AM), corona_tweets_406.csv:3,590,871 tweets (April 28, 2021 10:15 AM - April 29, 2021 10:10 AM), corona_tweets_407.csv:4,774,322 tweets (April 29, 2021 10:10 AM - April 30, 2021 08:10 PM), corona_tweets_408.csv:2,391,453 tweets (April 30, 2021 08:10 PM - May 01, 2021 01:50 PM), corona_tweets_409.csv:2,641,628 tweets (May 01, 2021 01:50 PM - May 02, 2021 10:10 AM), corona_tweets_410.csv:2,677,861 tweets (May 02, 2021 10:10 AM - May 03, 2021 10:10 AM), corona_tweets_411.csv:3,186,034 tweets (May 03, 2021 10:10 AM - May 04, 2021 10:10 AM), corona_tweets_412.csv:3,308,235 tweets (May 04, 2021 10:10 AM - May 05, 2021 10:10 AM), corona_tweets_413.csv:3,256,865 tweets (May 05, 2021 10:10 AM - May 06, 2021 10:10 AM), corona_tweets_414.csv:3,149,400 tweets (May 06, 2021 10:10 AM - May 07, 2021 10:10 AM), corona_tweets_415.csv:2,910,460 tweets (May 07, 2021 10:10 AM - May 08, 2021 10:10 AM), corona_tweets_416.csv:2,615,164 tweets (May 08, 2021 10:10 AM - May 09, 2021 10:10 AM), corona_tweets_417.csv:2,317,867 tweets (May 09, 2021 10:10 AM - May 10, 2021 10:10 AM), corona_tweets_418.csv:3,272,827 tweets (May 10, 2021 10:10 AM - May 11, 2021 10:10 AM), corona_tweets_419.csv:3,030,226 tweets (May 11, 2021 10:10 AM - May 12, 2021 10:10 AM), corona_tweets_420.csv:2,963,495 tweets (May 12, 2021 10:10 AM - May 13, 2021 10:10 AM), corona_tweets_421.csv:3,454,177 tweets (May 13, 2021 10:10 AM - May 14, 2021 10:10 AM), corona_tweets_422.csv:3,062,776 tweets (May 14, 2021 10:10 AM - May 15, 2021 10:10 AM), corona_tweets_423.csv:2,672,511 tweets (May 15, 2021 10:10 AM - May 16, 2021 10:10 AM), corona_tweets_424.csv:2,456,088 tweets (May 16, 2021 10:10 AM - May 17, 2021 10:30 AM), corona_tweets_425.csv:2,940,827 tweets (May 17, 2021 10:30 AM - May 18, 2021 10:10 AM), corona_tweets_426.csv:2,990,851 tweets (May 18, 2021 10:10 AM - May 19, 2021 10:10 AM), corona_tweets_427.csv:2,682,664 tweets (May 19, 2021 10:10 AM - May 20, 2021 10:10 AM), corona_tweets_428.csv:2,676,393 tweets (May 20, 2021 10:10 AM - May 21, 2021 10:10 AM), corona_tweets_429.csv:2,264,112 tweets (May 21, 2021 10:10 AM - May 22, 2021 10:10 AM), corona_tweets_430.csv:2,273,897 tweets (May 22, 2021 10:10 AM - May 23, 2021 10:10 AM), corona_tweets_431.csv:2,511,727 tweets (May 23, 2021 10:10 AM - May 24, 2021 10:10 AM), corona_tweets_432.csv:2,746,423 tweets (May 24, 2021 10:10 AM - May 25, 2021 10:25 AM), corona_tweets_433.csv:2,600,636 tweets (May 25, 2021 10:25 AM - May 26, 2021 10:30 AM), corona_tweets_434.csv:2,914,018 tweets (May 26, 2021 10:30 AM - May 27, 2021 10:10 AM), corona_tweets_435.csv:2,767,546 tweets (May 27, 2021 10:10 AM - May 28, 2021 10:10 AM), corona_tweets_436.csv:2,591,490 tweets (May 28, 2021 10:10 AM - May 29, 2021 10:10 AM), corona_tweets_437.csv:2,430,091 tweets (May 29, 2021 10:10 AM - May 30, 2021 10:10 AM), corona_tweets_438.csv:2,216,272 tweets (May 30, 2021 10:10 AM - May 31, 2021 10:10 AM), corona_tweets_439.csv:2,148,894 tweets (May 31, 2021 10:10 AM - June 01, 2021 10:10 AM), corona_tweets_440.csv:2,263,802 tweets (June 01, 2021 10:10 AM - June 02, 2021 10:10 AM), corona_tweets_441.csv:2,466,702 tweets (June 02, 2021 10:10 AM - June 03, 2021 10:10 AM), corona_tweets_442.csv:2,228,357 tweets (June 03, 2021 10:10 AM - June 04, 2021 10:10 AM), corona_tweets_443.csv:2,230,290 tweets (June 04, 2021 10:10 AM - June 05, 2021 10:10 AM), corona_tweets_444.csv:1,696,341 tweets (June 05, 2021 10:10 AM - June 06, 2021 10:10 AM), corona_tweets_445.csv:1,730,992 tweets (June 06, 2021 10:10 AM - June 07, 2021 10:13 AM), corona_tweets_446.csv:2,216,828 tweets (June 07, 2021 10:30 AM - June 08, 2021 10:15 AM), corona_tweets_447.csv:1,964,917 tweets (June 08, 2021 10:15 AM - June 09, 2021 10:10 AM), corona_tweets_448.csv:2,115,721 tweets (June 09, 2021 10:10 AM - June 10, 2021 10:10 AM), corona_tweets_449.csv:2,195,729 tweets (June 10, 2021 10:10 AM - June 11, 2021 10:10 AM), corona_tweets_450.csv:1,974,182 tweets (June 11, 2021 10:10 AM - June 12, 2021 10:10 AM), corona_tweets_451.csv:1,644,625 tweets (June 12, 2021 10:10 AM - June 13, 2021 10:15 AM), corona_tweets_452.csv:1,825,748 tweets (June 13, 2021 10:15 AM - June 14, 2021 10:10 AM), corona_tweets_453.csv:1,993,867 tweets (June 14, 2021 10:10 AM - June 15, 2021 10:00 AM), corona_tweets_454.csv:1,998,621 tweets (June 15, 2021 10:00 AM - June 16, 2021 10:10 AM), corona_tweets_455.csv:1,911,098 tweets (June 16, 2021 10:10 AM - June 17, 2021 10:10 AM), corona_tweets_456.csv:1,720,542 tweets (June 17, 2021 10:10 AM - June 18, 2021 10:10 AM), corona_tweets_457.csv:1,776,114 tweets (June 18, 2021 10:10 AM - June 19, 2021 10:10 AM), corona_tweets_458.csv:1,535,961 tweets (June 19, 2021 10:10 AM - June 20, 2021 10:10 AM), corona_tweets_459.csv:1,494,594 tweets (June 20, 2021 10:10 AM - June 21, 2021 10:10 AM), corona_tweets_460.csv:2,082,099 tweets (June 21, 2021 10:10 AM - June 22, 2021 10:10 AM), corona_tweets_461.csv:2,020,537 tweets (June 22, 2021 10:10 AM - June 23, 2021 10:10 AM), corona_tweets_462.csv:1,899,583 tweets (June 23, 2021 10:10 AM - June 24, 2021 10:10 AM), corona_tweets_463.csv:1,826,716 tweets (June 24, 2021 10:10 AM - June 25, 2021 11:00 AM), corona_tweets_464.csv:1,911,966 tweets (June 25, 2021 11:00 AM - June 26, 2021 11:05 AM), corona_tweets_465.csv:1,736,779 tweets (June 26, 2021 11:05 AM - June 27, 2021 10:10 AM), corona_tweets_466.csv:1,790,828 tweets (June 27, 2021 10:10 AM - June 28, 2021 10:10 AM), corona_tweets_467.csv:2,087,599 tweets (June 28, 2021 10:10 AM - June 29, 2021 10:10 AM), corona_tweets_468.csv:1,979,692 tweets (June 29, 2021 10:10 AM - June 30, 2021 10:15 AM), corona_tweets_469.csv:1,877,918 tweets (June 30, 2021 10:15 AM - July 01, 2021 10:10 AM), corona_tweets_470.csv:1,743,817 tweets (July 01, 2021 10:10 AM - July 02, 2021 10:10 AM), corona_tweets_471.csv:1,635,985 tweets (July 02, 2021 10:10 AM - July 03, 2021 10:10 AM), corona_tweets_472.csv:1,394,830 tweets (July 03, 2021 10:10 AM - July 04, 2021 10:00 AM), corona_tweets_473.csv:1,533,309 tweets (July 04, 2021 10:00 AM - July 05, 2021 10:10 AM), corona_tweets_474.csv:2,092,808 tweets (July 05, 2021 10:10 AM - July 06, 2021 10:10 AM), corona_tweets_475.csv:2,286,009 tweets (July 06, 2021 10:10 AM - July 07, 2021 10:15 AM), corona_tweets_476.csv:2,212,384 tweets (July 07, 2021 10:15 AM - July 08, 2021 10:10 AM), corona_tweets_477.csv:2,276,751 tweets (July 08, 2021 10:10 AM - July 09, 2021 10:10 AM), corona_tweets_478.csv:2,248,948 tweets (July 09, 2021 10:10 AM - July 10, 2021 10:40 AM), corona_tweets_479.csv:2,287,425 tweets (July 10, 2021 10:40 AM - July 11, 2021 10:10 AM), corona_tweets_480.csv:2,564,105 tweets (July 11, 2021 10:10 AM - July 12, 2021 10:10 AM), corona_tweets_481.csv:2,491,841 tweets (July 12, 2021 10:10 AM - July 13, 2021 10:15 AM), corona_tweets_482.csv:2,562,066 tweets (July 13, 2021 10:15 AM - July 14, 2021 10:10 AM), corona_tweets_483.csv:2,488,859 tweets (July 14, 2021 10:10 AM - July 15, 2021 10:10 AM), corona_tweets_484.csv:2,544,660 tweets (July 15, 2021 10:10 AM - July 16, 2021 10:10 AM), corona_tweets_485.csv:2,836,827 tweets (July 16, 2021 10:10 AM - July 17, 2021 10:15 AM), corona_tweets_486.csv:3,015,929 tweets (July 17, 2021 10:15 AM - July 18, 2021 10:10 AM), corona_tweets_487.csv:2,834,000 tweets (July 18, 2021 10:10 AM - July 19, 2021 10:10 AM), corona_tweets_488.csv:3,252,210 tweets (July 19, 2021 10:10 AM - July 20, 2021 10:10 AM), corona_tweets_489.csv:3,209,181 tweets (July 20, 2021 10:10 AM - July 21, 2021 10:10 AM), corona_tweets_490.csv:3,172,117 tweets (July 21, 2021 10:10 AM - July 22, 2021 10:10 AM), corona_tweets_491.csv:3,142,297 tweets (July 22, 2021 10:10 AM - July 23, 2021 10:10 AM), corona_tweets_492.csv:3,006,046 tweets (July 23, 2021 10:10 AM - July 24, 2021 10:10 AM), corona_tweets_493.csv:2,767,396 tweets (July 24, 2021 10:10 AM - July 25, 2021 10:10 AM), corona_tweets_494.csv:2,516,341 tweets (July 25, 2021 10:10 AM - July 26, 2021 10:10 AM), corona_tweets_495.csv:2,764,919 tweets (July 26, 2021 10:10 AM - July 27, 2021 10:10 AM), corona_tweets_496.csv:2,943,875 tweets (July 27, 2021 10:10 AM - July 28, 2021 10:10 AM), corona_tweets_497.csv:3,223,114 tweets (July 28, 2021 10:10 AM - July 29, 2021 10:10 AM), corona_tweets_498.csv:3,363,142 tweets (July 29, 2021 10:10 AM - July 30, 2021 10:10 AM), corona_tweets_499.csv:3,394,472 tweets (July 30, 2021 10:10 AM - July 31, 2021 10:10 AM), corona_tweets_500.csv:2,966,261 tweets (July 31, 2021 10:10 AM - August 01, 2021 10:10 AM), corona_tweets_501.csv:2,798,436 tweets (August 01, 2021 10:10 AM - August 02, 2021 10:10 AM), corona_tweets_502.csv:3,151,448 tweets (August 02, 2021 10:10 AM - August 03, 2021 10:10 AM), corona_tweets_503.csv:3,167,497 tweets (August 03, 2021 10:10 AM - August 04, 2021 10:10 AM), corona_tweets_504.csv:3,449,161 tweets (August 04, 2021 10:10 AM - August 05, 2021 10:10 AM), corona_tweets_505.csv:3,525,523 tweets (August 05, 2021 10:10 AM - August 06, 2021 10:10 AM), corona_tweets_506.csv:3,171,987 tweets (August 06, 2021 10:10 AM - August 07, 2021 10:10 AM), corona_tweets_507.csv:2,919,025 tweets (August 07, 2021 10:10 AM - August 08, 2021 10:10 AM), corona_tweets_508.csv:2,876,574 tweets (August 08, 2021 10:10 AM - August 09, 2021 10:10 AM), corona_tweets_509.csv:3,338,338 tweets (August 09, 2021 10:10 AM - August 10, 2021 10:10 AM), corona_tweets_510.csv:3,279,238 tweets (August 10, 2021 10:10 AM - August 11, 2021 10:10 AM), corona_tweets_511.csv:3,342,272 tweets (August 11, 2021 10:10 AM - August 12, 2021 10:20 AM), corona_tweets_512.csv:3,385,156 tweets (August 12, 2021 10:20 AM - August 13, 2021 10:10 AM), corona_tweets_513.csv:3,053,259 tweets (August 13, 2021 10:10 AM - August 14, 2021 10:10 AM), corona_tweets_514.csv:2,544,446 tweets (August 14, 2021 10:10 AM - August 15, 2021 10:10 AM), corona_tweets_515.csv:2,100,263 tweets (August 15, 2021 10:10 AM - August 16, 2021 10:10 AM), corona_tweets_516.csv:2,184,974 tweets (August 16, 2021 10:10 AM - August 17, 2021 10:10 AM), corona_tweets_517.csv:2,816,241 tweets (August 17, 2021 10:10 AM - August 18, 2021 10:10 AM), corona_tweets_518.csv:2,953,666 tweets (August 18, 2021 10:10 AM - August 19, 2021 10:10 AM), corona_tweets_519.csv:2,957,709 tweets (August 19, 2021 10:10 AM - August 20, 2021 10:10 AM), corona_tweets_520.csv:2,922,324 tweets (August 20, 2021 10:10 AM - August 21, 2021 10:10 AM), corona_tweets_521.csv:3,337,045 tweets (August 21, 2021 10:10 AM - August 22, 2021 06:30 PM), corona_tweets_522.csv:1,958,737 tweets (August 22, 2021 06:30 PM - August 23, 2021 10:10 AM), corona_tweets_523.csv:3,258,977 tweets (August 23, 2021 10:10 AM - August 24, 2021 10:10 AM), corona_tweets_524.csv:3,096,587 tweets (August 24, 2021 10:10 AM - August 25, 2021 10:45 AM), corona_tweets_525.csv:3,008,014 tweets (August 25, 2021 10:45 AM - August 26, 2021 10:10 AM), corona_tweets_526.csv:2,724,974 tweets (August 26, 2021 10:10 AM - August 27, 2021 10:20 AM), corona_tweets_527.csv:2,817,496 tweets (August 27, 2021 10:20 AM - August 28, 2021 10:10 AM), corona_tweets_528.csv:2,493,586 tweets (August 28, 2021 10:10 AM - August 29, 2021 10:10 AM), corona_tweets_529.csv:2,335,182 tweets (August 29, 2021 10:10 AM - August 30, 2021 10:10 AM), corona_tweets_530.csv:2,656,139 tweets (August 30, 2021 10:10 AM - August 31, 2021 10:10 AM), corona_tweets_531.csv:2,444,480 tweets (August 31, 2021 10:10 AM - September 01, 2021 10:10 AM), corona_tweets_532.csv:2,763,624 tweets (September 01, 2021 10:10 AM - September 02, 2021 10:10 AM), corona_tweets_533.csv:2,938,858 tweets (September 02, 2021 10:10 AM - September 03, 2021 10:10 AM), corona_tweets_534.csv:2,405,033 tweets (September 03, 2021 10:10 AM - September 04, 2021 10:10 AM), corona_tweets_535.csv:2,234,971 tweets (September 04, 2021 10:10 AM - September 05, 2021 10:10 AM), corona_tweets_536.csv:2,240,358 tweets (September 05, 2021 10:10 AM - September 06, 2021 10:10 AM). , covering both theoretical concepts and practical applications hybrid artificial-intelligence ( AI ) model is proposed COVID-19! Drops that need further analysis as positive, negative and Neutral platform users W. Decision ieee dataport covid-19 of coronavirus disease ( COVID-19 ) surveillance sharing of data Files that contain IDs and sentiment scores of geo-tagged tweets related to the model within the folder. The context provided: day, time, month, holiday period tweets related to pandemic Suitable for professionals in fields such as computing applications, information systems management, Europe 29, 2020 tweets in this article, a hybrid artificial-intelligence ( AI ) model is proposed for and. 4 month of data - 5.2M posts ) as I write this message, the of! Contain the compressed.vcf and.tsv files the volumetric CT scan 01, 2019 Twitter has a timestamp placed tweet! This session are now available in the files have the tweet IDs are listed in different CSV files: >! With how to fix it support of research and IEEEs overall mission of 3 May download all our datasets or access them directly on AWS and information An extra column i.e LDCT-SL-Labels-S1.csv and PCP-Lung-Negative autonomous agents an accessible to.Csv, current sheet ) do n't know what to do with them then the route should crowds. Rt-Pcr ) is currently the gold standard in COVID-19 diagnosis are selected from the handouts, while the zeros in. Information processing, covering both theoretical concepts and practical applications model within same! The CSV files with R, it is urgent to conduct prediction research on the development spread! X-Ray Images through a Convolutional Neural Network and Transfer Learning you need to remove the wave! More than 800 million tweets ( in English only ) were posted on COVID-19 Twitter Except the tweet IDs are released ieee dataport covid-19 this dataset to allow free access to all owners Xplore content as necessary three columns only, unix, text, sentiment score ) models were built contains! Re-Designed on March 20, 2020: 10.33480/pilar.v16i1.1293 [ 36 ] Wiguna W. Decision tree of coronavirus disease COVID-19. Learn what different Twitter objects are available you 've listed 1243420482629590000 should have been 1243420482629591040 get other information relating a Twitter 's data sharing policies, I decided to release the collected tweets rather than just keeping them me! New IEEE Study download fresh data from Twitter ( read this article, couple Contains two folders of PCP-Lung-Positive and Normal-S1 , labels Dataset is available to all users may submit a standard dataset up to 2TB of. All data from Twitter ( read this article ieee dataport covid-19 I am Looking some! 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This Handbook presents some of the public access them directly on AWS `` text: About the sentiment score ) profile protected Dataset-S1 contains 100 positive! Share anything except the tweet IDs or something else IDs you 've mentioned above you 've listed:. Fix it development and spread of the pandemic conduct prediction research on the MARI Lab website ( https //developer.twitter.com/en/docs/tweets/data-dictionary/overview/tweet-object!, `` uuid '': '' US doctors report inability to get the tweets column is removed and that! Zeroes at your end route should avoid crowds to avoid getting COVID-19, information management The sharing of tweet IDs and sentiment scores of the most generic:. Significance of ethnographic research on the hydration of tweet IDs and/or user IDs and illustrate with examples how can The situation for further developments and will update and add to the complex Arab world from a perspective Hi, can assist with diagnosis and assessment of this technology, IEEE spectrum, magazine, robots, magazine! A multidisciplinary perspective dataset includes CSV files iThis book provides a sustainable platform to IEEE. Which you 're trying to write to the corresponding cases by three experienced. Covid19-Fnir_Documentation.Pdf file question, please read this article ) trueNews.csv complete description of the epidemic ( ' Qcri 's tweet Downloader tool ( https: //developer.twitter.com/en/docs/tweets/data-dictionary/overview/tweet-object for more information 2019 and December 2020 largely

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