covid19-forecast-hub
Projections of COVID-19, in standardized format (by reichlab)
COVID19_mobility
COVID-19 Mobility Data Aggregator. Scraper of Google, Apple, Waze and TomTom COVID-19 Mobility Reports🚶🚘🚉 (by ActiveConclusion)
Our great sponsors
covid19-forecast-hub | COVID19_mobility | |
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4 | 5 | |
439 | 262 | |
0.7% | - | |
9.9 | 4.0 | |
7 days ago | 6 months ago | |
Jupyter Notebook | Jupyter Notebook | |
GNU General Public License v3.0 or later | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
covid19-forecast-hub
Posts with mentions or reviews of covid19-forecast-hub.
We have used some of these posts to build our list of alternatives
and similar projects.
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When will the post-Christmas spike reach its peak?
Given the impact of locality in gauging this, a tool like these might be a better resource for you: https://covid19forecasthub.org
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Unofficial Daily Update for 2021-08-05. 3048 New Cases.
​ https://github.com/reichlab/covid19-forecast-hub/blob/master/data-processed/README.md
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Biden says it will be very difficult to achieve Covid herd immunity before summer's end
I wouldn’t trust this guy. He switched from forecasting to ‘nowcasting’ abruptly a few months ago because he was ‘too busy.’ Really, he was consistently wrong and has no background in epidemiology. I only check the ensemble models here now: https://covid19forecasthub.org/
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SARS-CoV-2 viral load distribution in different patient populations and age groups reveals that viral loads increase with age.
I made a prediction for 600K to 750K deaths in the US in November 2020 "when it is all said and done." I found it interesting that the ONLY projection that had any resonance to mine was the US ARMY ERDC (adapted SEIR) projection. AND it was a big outlier being commented on "negatively" as such... I have noticed it is no longer available anywhere although once on the CDC projection page... It has not been totally excised...yet and you can get to the code at github https://github.com/reichlab/covid19-forecast-hub/blob/master/data-processed/USACE-ERDC_SEIR/metadata-USACE-ERDC_SEIR.txt I'd love to see someone plug the numbers in and see what it says now. I'm not doing the math, but would love to see the results. Hint Hint...
COVID19_mobility
Posts with mentions or reviews of COVID19_mobility.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-08.
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How did everyone here learn how to webscrape? and have any of you made any cool projects with it?
Specifically for learning Scrapy, I recommend this book, which helped me at the starting point. https://www.amazon.com/Learning-Scrapy-Dimitrios-Kouzis-Loukas/dp/1784399787 But this, of course, is not enough, only practice and studying the experience of experienced colleagues on a real project have seriously improved my mastery. I also have a pet project, which I am not super proud of, but anyway, that has given me invaluable experience in maintaining open-source repo. https://github.com/ActiveConclusion/COVID19_mobility Despite some poor architectural decisions, I see that it's cited in some papers and used in university course labs works because sometimes students still ask me something about it. I absolutely didn't expect that, it looks sort of funny and nice to me.
- Archive of Apple Mobility Data (COVID)
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Coronavirus Datsets
COVID-19 Mobility Data Aggregator [source comment]
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Any Practical Python Book for a Beginner starting his Machine Learning Journey?
Download some real data https://github.com/ActiveConclusion/COVID19_mobility and play with it.
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A national mask mandate in the US early in the COVID-19 pandemic could have led to as much as 47% less deaths nationally by the end of May, which roughly translates to up to 47,000 saved lives.
I haven't stayed up with it, but did some early tinkering with Google Mobility data and found that every county in the US was trending similarly across all categories in the Google Mobility data (e.g. down in workplace and recreation, up in residential).
What are some alternatives?
When comparing covid19-forecast-hub and COVID19_mobility you can also consider the following projects:
covid19za - Coronavirus COVID-19 (2019-nCoV) Data Repository and Dashboard for South Africa
airscraper - Airtable backup script package
music-downloader - This program will first get the metadata of various songs from metadata providers like musicbrainz, and then search for download links on pages like bandcamp. Then it will download the song and edit the metadata accordingly.
covid-19-data - A repository of data on coronavirus cases and deaths in the U.S.
ncov - Nextstrain build for novel coronavirus SARS-CoV-2
Respiratory-Disease-Coughing-Dataset-CNN - A collection of coughing audio files from Coswara, Coughvid, and Virufy as well as generated spectrograms for the use of machine learning