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  <item rdf:about="https://community.wolfram.com/groups/-/m/t/181759">
    <title>New Functions I would like to see in future Wolfram Language versions</title>
    <link>https://community.wolfram.com/groups/-/m/t/181759</link>
    <description>I was wondering, it would be interesting to try to use the community as a way to request new functions that could be incorporated into new versions of Wolfram Language, in a colaborative way. Sometimes users simply don&amp;#039;t have the whole/deeper system view, to understand that the requested function is or too specific, too broad or already implemented, but I believe that another times we can have a nice insights, that Wolfram Research people haven&amp;#039;t yet, or that do not have received much attention  yet.  To the idea is:&#xD;
&#xD;
[b]Post your&amp;#039;s requested Function as a answer to this question, and let&amp;#039;s upvotes show the more interesting ones![/b]&#xD;
&#xD;
Some rules&#xD;
1- One Post per function (or class of function), you can have more than one request.&#xD;
2- Exemplify your function use.</description>
    <dc:creator>Rodrigo Murta</dc:creator>
    <dc:date>2014-01-08T09:14:19Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/3241186">
    <title>[WSG24]  Daily Study Group: Introduction to Calculus</title>
    <link>https://community.wolfram.com/groups/-/m/t/3241186</link>
    <description>A Wolfram U Daily Study Group on [&amp;#034;Introduction to Calculus&amp;#034;][1] begins on Monday, August 12, 2024.&#xD;
&#xD;
Join a cohort of fellow mathematics enthusiasts to learn about the fundamentals of calculus from the recent [Introduction to Calculus][2] ebook by John Clark and myself. Our topics will include functions and limits, differential and integral calculus, and practical applications of calculus.&#xD;
&#xD;
The study group will be led by expert Wolfram U instructor [Luke Titus][4], and I will stop by occasionally to check in with the group. It should be a lot of fun!&#xD;
&#xD;
No prior Wolfram Language experience is required.&#xD;
&#xD;
Please feel free to use this thread to collaborate and share ideas, materials and links to other resources with fellow learners.&#xD;
&#xD;
**Dates**&#xD;
&#xD;
August 12- September 6, 2024, &#xD;
11am-12pm CT (4-5pm GMT)&#xD;
&#xD;
&amp;gt; **[REGISTER HERE][5]**&#xD;
&#xD;
![enter image description here][6]&#xD;
&#xD;
  [1]: https://www.bigmarker.com/series/introduction-to-calculus-wsg56/series_details?utm_bmcr_source=community&#xD;
  [2]: https://www.wolfram-media.com/products/introduction-to-calculus/&#xD;
  [3]: https://www.wolfram.com/wolfram-u/courses/mathematics/introduction-to-calculus/&#xD;
  [4]: https://community.wolfram.com/web/luket&#xD;
  [5]: https://www.bigmarker.com/series/introduction-to-calculus-wsg56/series_details?utm_bmcr_source=community&#xD;
  [6]: https://community.wolfram.com//c/portal/getImageAttachment?filename=wolframu-banner.png&amp;amp;userId=26786</description>
    <dc:creator>Devendra Kapadia</dc:creator>
    <dc:date>2024-08-05T20:01:27Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/3106406">
    <title>[WSG24] Daily Study Group: Programming Proficiency</title>
    <link>https://community.wolfram.com/groups/-/m/t/3106406</link>
    <description>A Wolfram U Daily Study Group previewing our upcoming Programming Proficiency [course sequence][1] begins on Monday, January 29, 2024. The study group will run for ten days through February 9, and each day will run from 11AM to noon CDT.&#xD;
&#xD;
Join me, [@Abrita Chakravarty][at0] and a cohort of fellow enthusiasts to build a strong foundation for any and all sorts of Wolfram Language programming that you&amp;#039;ll do in the future. We&amp;#039;ll cover everything from syntax, definitions, and the underlying structure of expressions to efficient coding, working with various data structures, and even developing packages.&#xD;
&#xD;
This study group will cover material from our [Programming Fundamentals][2] and [Practical Programming][3] courses, as well as provide attendees a first look at Programming and Development, the upcoming third and final course in the Programming Proficiency course sequence. Our intent is to provide a setting for this material which not only reaps the benefits of our Daily Study Groups&amp;#039;... well, *group* nature, but also spreads this material out over two weeks for those who cannot commit to the three-hour blocks required by these courses in their natural habitat.&#xD;
&#xD;
This study groups aims to get you up and running with Wolfram Language, and as such no prior Wolfram Language or programming experience is necessary.&#xD;
&#xD;
&amp;gt;[**REGISTER HERE.**][4]&#xD;
&#xD;
We look forward to seeing you there!&#xD;
&#xD;
![enter image description here][5]&#xD;
&#xD;
 [at0]: https://community.wolfram.com/web/abritac&#xD;
&#xD;
&#xD;
  [1]: https://www.wolfram.com/wolfram-u/courses/programming-applications/wolfram-language-programming-proficiency-dev810/&#xD;
  [2]: https://www.wolfram.com/wolfram-u/courses/programming-applications/programming-fundamentals-dev210/&#xD;
  [3]: https://www.wolfram.com/wolfram-u/courses/programming-applications/practical-programming-dev211/&#xD;
  [4]: https://www.bigmarker.com/series/daily-study-group-programming-proficiency-wsg48/series_details?utm_bmcr_source=community&#xD;
  [5]: https://community.wolfram.com//c/portal/getImageAttachment?filename=wolframubanner.png&amp;amp;userId=1711324</description>
    <dc:creator>Arben Kalziqi</dc:creator>
    <dc:date>2024-01-20T00:07:52Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/2825207">
    <title>[WSG23] Daily Study Group: Introduction to Probability</title>
    <link>https://community.wolfram.com/groups/-/m/t/2825207</link>
    <description>A Wolfram U Daily Study Group on Introduction to Probability begins on **February 27th 2023**. &#xD;
&#xD;
Join me and a group of fellow learners to learn about the world of probability and statistics using the Wolfram Language. Our topics for the study group include the characterisation of randomness, random variable design and analysis, important random distributions and their applications, probability-based data science and advanced probability distributions.&#xD;
&#xD;
The idea behind this study group is to rapidly develop an intuitive understanding of probability for a college student, professional or interested hobbyist. A basic working knowledge of the Wolfram Language is recommended but not necessary. We are happy to help beginners get up to speed with Wolfram Language using resources already available on Wolfram U.&#xD;
&#xD;
Please feel free to use this thread to collaborate and share ideas, materials and links to other resources with fellow learners.&#xD;
&#xD;
&amp;gt; [**REGISTER HERE**][1]&#xD;
&#xD;
![enter image description here][2]&#xD;
&#xD;
&#xD;
![Wolfram U Banner][3]&#xD;
&#xD;
&#xD;
  [1]: https://www.bigmarker.com/series/daily-study-group-probability-wsg36/series_details&#xD;
  [2]: https://community.wolfram.com//c/portal/getImageAttachment?filename=NormalConvergence.gif&amp;amp;userId=11733&#xD;
  [3]: https://community.wolfram.com//c/portal/getImageAttachment?filename=banner.jpg&amp;amp;userId=2823613</description>
    <dc:creator>Marc Vicuna</dc:creator>
    <dc:date>2023-02-07T01:15:38Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/2504513">
    <title>[WSG22] Daily Study Group: A Guide to Programming and Mathematics with WL</title>
    <link>https://community.wolfram.com/groups/-/m/t/2504513</link>
    <description>A new study group on the topic &amp;#034;A Guide to Programming and Mathematics with the Wolfram Language&amp;#034; will begin soon.&#xD;
&#xD;
Join a cohort of fellow learners and expand your understanding of core programming topics as well as symbolic and applied mathematics functionality in the Wolfram Language with lessons by veteran instructor and developer [David Withoff][1]. A basic working knowledge of the Wolfram Language or introductory-level skill in any programming language is recommended.&#xD;
&#xD;
April 18&amp;#x2013;May 6&#xD;
&#xD;
11am&amp;#x2013;12pm US CT (4&amp;#x2013;5pm GMT)&#xD;
&#xD;
[**REGISTER HERE**][2]&#xD;
&#xD;
![enter image description here][3]&#xD;
&#xD;
&#xD;
  [1]: https://www.wolfram.com/wolfram-u/instructors/withoff.html&#xD;
  [2]: https://www.bigmarker.com/series/daily-study-group-a-guide-to-programming-and-mathematics/series_details?utm_bmcr_source=community&#xD;
  [3]: https://community.wolfram.com//c/portal/getImageAttachment?filename=WolframUBanner.jpeg&amp;amp;userId=130003</description>
    <dc:creator>Abrita Chakravarty</dc:creator>
    <dc:date>2022-04-06T14:49:11Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/20688">
    <title>Welcome to Wolfram Community! - Read this first</title>
    <link>https://community.wolfram.com/groups/-/m/t/20688</link>
    <description>Hello and welcome to Wolfram Community! This is the official networking portal for the users of Wolfram technologies, a virtual home to our global family. Here you can connect, interact, share ideas, and ask questions. Start from the following: 
[list]
[*]Read the [url=http://community.wolfram.com/guidelines]Community Guidelines[/url]
[*]Fill out your profile information
[*]Browse and join [url=http://community.wolfram.com//groups][/url][url=http://www.wolfram.com/community/web/community/groups]Groups[/url] 
[*]Explore and have a great time!
[/list]This is our introduce yourself thread where you can say a few things about yourself by simply replying to this post. As soon as you do, the thread will bubble up to the top of our front page and everyone will know that you have joined and have a chance to read about you. To give you an example, I will introduce myself. 

I am a member of the Technical Communication and Strategy group at Wolfram Research. I get to play with almost every tidbit of the technologies we develop, build exemplary usage cases, and showcase them to the world through our sites and events. I publish at the Wolfram Demonstrations Project, write for the Wolfram Blog, and am a faculty member at the Wolfram Science Summer School. Among these and other things, I oversee management and moderation of Wolfram Community.

Now it is your turn!

Please note this thread is long (so many new members!) and the reply box is at the bottom. Now, please, tell us who you are!</description>
    <dc:creator>Vitaliy Kaurov</dc:creator>
    <dc:date>2012-10-18T06:49:28Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/2988390">
    <title>[WSG23] Daily Study Group: Multivariable Calculus</title>
    <link>https://community.wolfram.com/groups/-/m/t/2988390</link>
    <description>A Wolfram U Daily Study Group previewing our upcoming Introduction to Multivariable Calculus course begins on Monday, September 11, 2023.&#xD;
&#xD;
Join me and a cohort of fellow enthusiasts to learn multivariable calculus from the ground up. Learn how to use Wolfram Language to understand and visualize vectors, dot and cross products, curves, surfaces and the differential and integral calculus that can be done once free from the confines of  &amp;#034;the x-axis.&amp;#034; The three-week span of this study group will allow a large number of topics to be covered, including vector operations, multivariable and vector functions, gradients, coordinate transformations, line integrals and the &amp;#034;three great theorems&amp;#034; that come out of multivariable vector calculus. &#xD;
&#xD;
![enter image description here][1]&#xD;
&#xD;
The Introduction to Multivariable Calculus interactive course will soon be added to the Wolfram U catalog, and this Study Group offers early access to course lessons and resources. You will be able to participate in live Q&amp;amp;A, review your understanding through interactive in-session polls and even complete quizzes at the end of the study group to get a certificate of program completion.&#xD;
&#xD;
This Study Group runs September 11&amp;#x2013;29, 2023, 11am-12pm CT (4-5pm GMT).&#xD;
&#xD;
&amp;gt; [**REGISTER HERE**][2]&#xD;
&#xD;
Please use this thread to share ideas and questions about this material with your fellow learners.&#xD;
&#xD;
We have put a lot of work into this course, and look forward to seeing you online!&#xD;
&#xD;
![enter image description here][3]&#xD;
&#xD;
&#xD;
  [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=ScreenShot_2023-08-1117.12.51.png&amp;amp;userId=1711324&#xD;
  [2]: https://www.bigmarker.com/series/daily-study-group-intro-to-multivariable-calculus-wsg44/series_details?utm_bmcr_source=community&#xD;
  [3]: https://community.wolfram.com//c/portal/getImageAttachment?filename=WolframUBanner.jpeg&amp;amp;userId=1711324</description>
    <dc:creator>Arben Kalziqi</dc:creator>
    <dc:date>2023-08-11T22:33:01Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/2411604">
    <title>[WSG21] Daily Study Group: Differential Equations (begins November 29)</title>
    <link>https://community.wolfram.com/groups/-/m/t/2411604</link>
    <description>A new study group devoted to Differential Equations begins next Monday! A list of daily topics can be found on our [Daily Study Groups][1] page. This group will be led by one of our outstanding Wolfram certified instructors, Luke Titus, and will meet daily, Monday to Friday, over the next three weeks. Luke will share the excellent lesson videos created by him for the upcoming Wolfram U course &amp;#034;[Introduction to Differential Equations][2]&amp;#034;. Study group sessions include time for exercises, discussion and Q&amp;amp;A. This study group will help you achieve the &amp;#034;Course Completion&amp;#034; certificate for the &amp;#034;Introduction to Differential Equations&amp;#034; course after you complete the course quizzes.&#xD;
&#xD;
Sign up: [Study group registration page][3]&#xD;
&#xD;
&#xD;
  [1]: https://www.wolfram.com/wolfram-u/special-event/study-groups/&#xD;
  [2]: https://www.wolfram.com/wolfram-u/introduction-to-differential-equations/&#xD;
  [3]: https://www.bigmarker.com/series/daily-study-group-intro-to-differential-equations/series_details?utm_bmcr_source=community</description>
    <dc:creator>Devendra Kapadia</dc:creator>
    <dc:date>2021-11-22T16:35:30Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/2458169">
    <title>[WSG22] Daily Study Group: Cryptography (begins January 31!)</title>
    <link>https://community.wolfram.com/groups/-/m/t/2458169</link>
    <description>A new study group devoted to Cryptography begins next Monday! &#xD;
&#xD;
I will be leading this group daily, Monday to Friday, over the next three weeks, until February 18. The curriculum follows the upcoming Wolfram U course &amp;#034;[Introduction to Cryptography][1]&amp;#034;. A list of daily topics can be found on the [Daily Study Groups][2] page. The study group sessions include videos and reading materials for the course and time for discussion and Q&amp;amp;A. After the study group will help you may complete the course quizzes and achieve the &amp;#034;Course Completion&amp;#034; certificate for the &amp;#034;[Introduction to Cryptography][3]&amp;#034; .&#xD;
&#xD;
&amp;gt; **REGISTER HERE:**&#xD;
&#xD;
&amp;gt; https://www.bigmarker.com/series/daily-study-group-intro-to-cryptography/series_details&#xD;
&#xD;
&amp;gt; **About This Study Group:** Cryptography has existed for thousands of years and currently is a fascinating topic to study because of the close ties it forges between theory and practice. It makes use of bitwise computations, advanced algebra, string operations and everything in between. The Wolfram Language, with functions that provide basic building blocks for modern cryptography, makes a great tool for hands-on understanding of various concepts. In this Study Group, you will follow video lessons from the new Wolfram U course Introduction to Cryptography and learn about the concepts, underlying math and connections to real-world scenarios.&#xD;
&#xD;
![enter image description here][4]&#xD;
&#xD;
P.S: Don&amp;#039;t worry if you are unable to attend every session live: the recordings will be sent out to those who registered!&#xD;
&#xD;
&#xD;
  [1]: https://www.wolfram.com/wolfram-u/introduction-to-cryptography/&#xD;
  [2]: https://www.bigmarker.com/series/daily-study-group-intro-to-cryptography/series_details&#xD;
  [3]: https://www.wolfram.com/wolfram-u/introduction-to-cryptography/&#xD;
  [4]: https://community.wolfram.com//c/portal/getImageAttachment?filename=WolframUbanner.jpg&amp;amp;userId=20103</description>
    <dc:creator>Dariia Porechna</dc:creator>
    <dc:date>2022-01-28T13:31:36Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/2774101">
    <title>[WSG23] Daily Study Group: Wolfram Language Basics</title>
    <link>https://community.wolfram.com/groups/-/m/t/2774101</link>
    <description>A Wolfram U daily study group covering the implementation of Wolfram Language for tasks ranging from basic programming to video analysis begins on January 17, 2023 and runs through February 3. This study group will run on weekdays from 11:00AM&amp;#x2013;12:00PM Central US time.&#xD;
&#xD;
This study group is an incredible way either to start learning Wolfram Language or to explore new functionality you haven&amp;#039;t yet used. We will cover a very broad variety of topics, including but not limited to image and sound analysis, symbolics and numerics, function visualization and even cloud computation and deployment. We will even cover useful tips and tricks to help you work efficiently with notebooks!&#xD;
&#xD;
![enter image description here][1]&#xD;
&#xD;
**No prior Wolfram Language experience is necessary.** As usual, we will have questions, study materials, quizzes along the way to help you master the subject matter. &#xD;
&#xD;
You can [**REGISTER HERE**][2]. I hope to see you there!&#xD;
&#xD;
![enter image description here][3]&#xD;
&#xD;
&#xD;
  [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=meechstogram.png&amp;amp;userId=1711324&#xD;
  [2]: https://www.bigmarker.com/series/daily-study-group-wolfram-language-basics-wsg34/series_details?utm_bmcr_source=community&#xD;
  [3]: https://community.wolfram.com//c/portal/getImageAttachment?filename=WolframUBanner%281%29%281%29.jpeg&amp;amp;userId=1711324</description>
    <dc:creator>Arben Kalziqi</dc:creator>
    <dc:date>2023-01-11T04:29:36Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/1985992">
    <title>[WSG20] Programming Fundamentals Week 4</title>
    <link>https://community.wolfram.com/groups/-/m/t/1985992</link>
    <description>This week we will be looking at the following topics:&#xD;
&#xD;
 - Tuesday May 26: Dataset&#xD;
 - Wednesday May 27: Package Development&#xD;
 - Thursday May 28: Workbench&#xD;
 - Friday May 29: Useful Tips and Session Wrap Up&#xD;
&#xD;
Please post your questions on this thread and look out for daily challenges.</description>
    <dc:creator>Abrita Chakravarty</dc:creator>
    <dc:date>2020-05-26T15:21:32Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/2593151">
    <title>⭐ [R&amp;amp;DL] Wolfram R&amp;amp;D Developers on LIVE Stream</title>
    <link>https://community.wolfram.com/groups/-/m/t/2593151</link>
    <description>**Introducing our brand new YouTube channel, [Wolfram R&amp;amp;D][1]! Our channel features livestreams, behind-the-scenes creator presentations, insider videos, and more.**&#xD;
&#xD;
----------&#xD;
&#xD;
Join us for the unique Wolfram R&amp;amp;D livestreams on [Twitch][2] and [YouTube][3] led by our developers! &#xD;
&#xD;
You will see **LIVE** stream indicators on these channels on the dates listed below. The live streams provide tutorials and behind the scenes look at Mathematica and the Wolfram Language directly from developers.&#xD;
&#xD;
Join our livestreams every Wednesday at 11 AM CST and interact with developers who work on data science, machine learning, image processing, visualization, geometry, and other areas.&#xD;
&#xD;
&#xD;
----------&#xD;
&#xD;
&#xD;
⭕ **UPCOMING** EVENTS&#xD;
&#xD;
&#xD;
- Jan 29 -- Reinforcement Learning Applied to Feedback Control with [Suba Thomas][61]&#xD;
&#xD;
----------&#xD;
&#xD;
&#xD;
✅ **PAST** EVENTS  &#xD;
&#xD;
&#xD;
- April 24 -- [FeynCalc][60]&#xD;
- April 3 -- [Explore the Total Solar Eclipse of April 2024][59]&#xD;
- Mar 22 -- [20 Years of xAct Tensor Computer Algebra][58] &#xD;
- Feb 28 -- [Zero Knowledge Authentication][57]&#xD;
- Jan 17 -- [Nutrients by the Numbers][56]&#xD;
- Dec 13 -- [Understanding Graphics][55]&#xD;
- Oct 18 -- [Overview of Number Theory][54]&#xD;
- Sep 27 -- [QMRITools: Processing Quantitative MRI Data][52]&#xD;
- Sep 13 -- [Make High Quality Graph Visualization][51]&#xD;
- Sep 6 -- [Insider&amp;#039;s View of Graphs &amp;amp; Networks][53]&#xD;
- Aug 30 -- [Labeling Everywhere][49]&#xD;
- Aug 22 -- [Equation Generator for Equation-of-Motion Coupled Cluster Assisted by CAS][48]&#xD;
- Aug 16 -- [Foreign Function Interface][4]&#xD;
- July 26 -- [Modeling Fluid Circuits][6]&#xD;
- July 19 -- [Geocomputation][5]&#xD;
- July 5 -- [Protein Visualization][7]&#xD;
- Jun 14 -- [Chat Notebooks bring the power of Notebooks to LLMs][8]&#xD;
- May 31-- [Probability and Statistics: Random Sampling][9]&#xD;
- May 24 -- [Problem Solving][10]&#xD;
- May 17 -- [The state of Optimization][11]&#xD;
- May 10 -- [Building a video game with Wolfram notebooks][12]&#xD;
- April 26 -- [Control Systems: An Overview][13]&#xD;
- April 19 -- [MaXrd: A crystallography package developed for research support][14]&#xD;
- April 5th -- [Relational database in the Wolfram Language][15]&#xD;
- Mar 29th -- [Build your first game in the Wolfram Language with Unity game engine] [16]&#xD;
- Mar 22nd -- [Everything to know about Mellin-Barnes Integrals - Part II][17]&#xD;
- Mar 15th -- [Building your own Shakespearean GPT - a ChatGPT like GPT model][18]&#xD;
- Mar 8th -- [Understand Time, Date and Calendars][19]&#xD;
- Mar 1st -- [Introducing Astro Computation][20]&#xD;
- Feb 22nd -- [Latest features in System Modeler][21]&#xD;
- Feb 15th -- [Everything to know about Mellin-Barnes Integrals][22]&#xD;
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&#xD;
This post is intended to be the hub for Wolfram resources related to novel coronavirus disease COVID-19 that originated in Wuhan, China. The larger aim is to provide a forum for disseminating ways in which Wolfram technologies and coding can be utilized to shed light on the virus and pandemic. Possibilities include using the Wolfram Language for data-mining, modeling, analysis, visualizations, and so forth. Among other things, we encourage comments and feedback on these resources. Please note that this is intended for technical analysis and discussion supported by computation. Aspects outside this scope and better suited for different forums should be avoided. Thank you for your contribution!&#xD;
&#xD;
## ________________________________________ &#xD;
## FEATURED CONTENT&#xD;
&#xD;
- [COVID-19 Livestream Notebook March 24][8] by Stephen Wolfram&#xD;
- [Agent-Based Networks Models for COVID-19][9] by Christopher Wolfram&#xD;
- [Live-Stream: Exploring Pandemic Data][10] by Stephen &amp;amp; Christopher Wolfram + guests &#xD;
- [Live-Stream: Exploring and Explaining Epidemic Modeling][11] by Stephen &amp;amp; Christopher Wolfram + guests &#xD;
&#xD;
## ________________________________________ &#xD;
## [CALL for Making COVID-19 Data Computable  (*link*)][12]&#xD;
	&#xD;
More pandemic-related information and data sets emerging every day. We invite people in the community to contribute to making more data surrounding this topic computable. Here is a call to action with some recommendations for people who want to do more, whether it&amp;#039;s just pointing out relevant data sources, or taking the time to make some of that data computable and more instantly ready for other people to explore: https://wolfr.am/COVID-19-DATA .&#xD;
&#xD;
&#xD;
## ________________________________________ &#xD;
## [Curated Computable Data (*link*)][13] &#xD;
&#xD;
[FOLLOW THIS LINK][14] to see all available COVID-19 data repositories ready for computation in the Wolfram Language .&#xD;
&#xD;
[Changes in Updates to SARS-CoV-2 Sequences in the Wolfram Data Repository][16]&#xD;
&#xD;
We have published and are continuously updating the Wolfram Data Repository entries. Below are a few key ones. Follow the link above to browse all repositories. We encourage you to make [*your own contributions*][15] of curated data relevant to COVID-19.&#xD;
&#xD;
&#xD;
&amp;gt; **Pandemic Data for Novel Coronavirus COVID-19**&#xD;
&#xD;
&amp;gt; https://www.wolframcloud.com/obj/resourcesystem/published/DataRepository/resources/Epidemic-Data-for-Novel-Coronavirus-COVID-19&#xD;
&#xD;
&amp;gt; **Genetic Sequences for the SARS-CoV-2 Coronavirus**&#xD;
&#xD;
&amp;gt; https://datarepository.wolframcloud.com/resources/Genetic-Sequences-for-the-SARS-CoV-2-Coronavirus&#xD;
&#xD;
&amp;gt; **Patient Medical Data for Novel Coronavirus COVID-19**&#xD;
&#xD;
&amp;gt; https://datarepository.wolframcloud.com/resources/Patient-Medical-Data-for-Novel-Coronavirus-COVID-19&#xD;
&#xD;
&amp;gt; **COVID-19 Hospital Resource Use Projections**&#xD;
&#xD;
&amp;gt; https://datarepository.wolframcloud.com/resources/COVID-19-Hospital-Resource-Use-Projections&#xD;
&#xD;
&amp;gt; **OECD Data: Hospital Beds Per Country**&#xD;
&#xD;
&amp;gt; https://datarepository.wolframcloud.com/resources/OECD-Data-Hospital-Beds-Per-Country&#xD;
&#xD;
&amp;gt; **Hospital Beds Per US State**&#xD;
&#xD;
&amp;gt; https://datarepository.wolframcloud.com/resources/Hospital-Beds-Per-US-State&#xD;
&#xD;
## ________________________________________ &#xD;
## [Computational Publications (*link*)][17] &#xD;
&#xD;
We encourage you to share your computational explorations relevant to coronavirus on Wolfram Community as stand-alone articles and then comment with their URL links on this discussion thread. We will summarize these articles in the following list: &#xD;
&#xD;
### ________________________________&#xD;
###FEATURED&#xD;
&#xD;
&amp;gt; **COVID-19 Livestream Notebook March 24** by Stephen Wolfram&#xD;
&#xD;
&amp;gt; https://www.wolframcloud.com/obj/s.wolfram/Published/COVID-19-Livestream-March-24.nb&#xD;
&#xD;
&amp;gt; **Agent-Based Networks Models for COVID-19** by Christopher Wolfram&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1907703&#xD;
&#xD;
&amp;gt; **Epidemiological Models for Influenza and COVID-19** by Robert Nachbar&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1896178&#xD;
&#xD;
&amp;gt; **Epidemic simulation with a polygon container** by Francisco Rodríguez&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1901002&#xD;
&#xD;
&amp;gt; **Distance to nearest confirmed US COVID-19 case** by Chip Hurst &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1911583&#xD;
&#xD;
&#xD;
### ________________________________&#xD;
### EPIDEMIC MODELING: SIMULATION&#xD;
&#xD;
&#xD;
&amp;gt; **Epidemic simulation with a polygon container** by Francisco Rodríguez&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1901002&#xD;
&#xD;
&amp;gt; **Agent based epidemic simulation** by Jon McLoone&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1900481&#xD;
&#xD;
&amp;gt; **Modeling the spatial spread of infection diseases in the US** by Diego Zviovich &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1889072&#xD;
&#xD;
&amp;gt; **Geo-spatial-temporal COVID-19 simulations and visualizations over USA** by Diego Zviovich &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1900514&#xD;
&#xD;
&amp;gt; **Life, Liberty, and Lockdowns: cellular automaton approach** by Philip Maymin&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2181433&#xD;
&#xD;
### ________________________________&#xD;
### EPIDEMIC MODELING: COMPARTMENTAL&#xD;
&#xD;
&amp;gt; **Teaching notebook on disease models** by Gareth Russell&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2694698&#xD;
&#xD;
&amp;gt; **Stochastic Epidemiology Models with Applications to the COVID-19** by Robert Nachbar&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1980051&#xD;
&#xD;
&amp;gt; **COVID19: Italian SIRD estimates and prediction** by Christos Papahristodoulou&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1984320&#xD;
&#xD;
&amp;gt; **Solver for COVID-19 epidemic model with the Caputo fractional derivatives** by Alexander Trounev&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1976589&#xD;
&#xD;
&amp;gt; **EpiPlay: using Mathematica to gamify education in epidemiology** by Rui Alves&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2535927&#xD;
&#xD;
&amp;gt; **Epidemiological Model for repetitive rapid testing for COVID-19** by Diego Zviovich&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2075883&#xD;
&#xD;
&amp;gt; **Phase transition of a SIR agent-based models** by Diego Zviovich &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1977230&#xD;
&#xD;
&amp;gt; **A simple estimate of covid-19 fatalities based on past data** by Kay Herbert&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1959438&#xD;
&#xD;
&amp;gt; **SIR Model with Log-normal infected periods** by Diego Zviovich &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1946292&#xD;
&#xD;
&amp;gt; **SEI2HR-Econ model with quarantine and supplies scenarios** by Anton Antonov&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1937880&#xD;
&#xD;
&amp;gt; **COVID-19 - Policy Simulator - Can you find the perfect policy?** by Jan Brugard&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1931352&#xD;
&#xD;
&amp;gt; **Epidemiological Models for Influenza and COVID-19** by Robert Nachbar&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1896178&#xD;
&#xD;
&amp;gt; **Exploring Epidemiological Modeling** by Jordan Hasler&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1920119&#xD;
&#xD;
&amp;gt; **SEI2HR model with quarantine scenarios** by Anton Antonov&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1926505&#xD;
&#xD;
&amp;gt; **The SIR Model for Spread of Disease** by Arnoud Buzing&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1903289&#xD;
&#xD;
&amp;gt; **COVID-19 - R0 and Herd Immunity - are we getting closer?** by Jan Brugard&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1911422&#xD;
&#xD;
&amp;gt; **Basic experiments workflow for simple epidemiological models** by Anton Antonov&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1895675&#xD;
&#xD;
&amp;gt; **Scaling of epidemiology models with multi-site compartments** by Anton Antonov&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1897377&#xD;
&#xD;
&amp;gt; **WirVsVirus 2020 hackathon participation** by Anton Antonov&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1907256&#xD;
&#xD;
&amp;gt; **An SEIR like model that fits the coronavirus infection data** by Enrique Garcia Moreno&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1888335&#xD;
&#xD;
&amp;gt; **A SEIRD Model For COVID-19 Using DDEs** by Luis Borgonovo&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1996374&#xD;
&#xD;
&amp;gt; **A Neat Package for Compartmental Model Diagrams** by Hamza Alsamraee&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2078640&#xD;
&#xD;
&amp;gt; **Redesign of didactics of S(E)IR(D) -&amp;gt; SI(EY)A(CD) models of epidemics** by Thomas Colignatus&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2004784&#xD;
&#xD;
&amp;gt; **COVID-19 SIR models: transmission, vaccination, herd immunity dynamics revealed** by Athanasios Paraskevopoulos&#xD;
&#xD;
&amp;gt;  https://community.wolfram.com/groups/-/m/t/3008488&#xD;
&#xD;
### ________________________________&#xD;
### EPIDEMIC MODELING: LOGISTIC&#xD;
&#xD;
&amp;gt; **COVID-19 pandemic data in Italy** by Riccardo Fantoni &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1909687&#xD;
&#xD;
&amp;gt; **Predicting Coronavirus Epidemic in United States** by Robert Rimmer &#xD;
&#xD;
&amp;gt;https://community.wolfram.com/groups/-/m/t/1906954&#xD;
&#xD;
&amp;gt; **Tracking Coronavirus Testing in the United States** by Robert Rimmer &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1902302&#xD;
&#xD;
&amp;gt; **Logistic Model for Quarantine Controlled Epidemics** by Robert Rimmer &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1900530&#xD;
&#xD;
&amp;gt; **Updated: coronavirus logistic growth model: China** by Robert Rimmer&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1890271&#xD;
&#xD;
&amp;gt; **Coronavirus logistic growth model: China** by Robert Rimmer&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1887435&#xD;
&#xD;
&amp;gt; **Coronavirus logistic growth model: Italy and South Korea** by Robert Rimmer&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1887823&#xD;
&#xD;
&amp;gt; **Coronavirus logistic growth model: South Korea** by Robert Rimmer&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1894561&#xD;
&#xD;
&amp;gt; **Logistic growth model for epidemic Covid-19 in Colombia** by Diego Ramos&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2092786&#xD;
&#xD;
### ________________________________&#xD;
### GENOMICS &#xD;
&#xD;
&amp;gt; **Analyzing the spread of SARS-CoV-2 variants in California** by Daniel Lichtblau&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2205357&#xD;
&#xD;
&amp;gt; **Analyzing the spread of SARS-CoV-2 variants in Florida** by Daniel Lichtblau&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2206874&#xD;
&#xD;
&amp;gt; **Analyzing Nextstrain Data with WFR Newick Functions (COVID-19/SARS-CoV-2)** by John Cassel&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1958952&#xD;
&#xD;
&amp;gt; **Finding and analyzing a COVID subvariant in Australia** by Daniel Lichtblau&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2342489&#xD;
&#xD;
&amp;gt; **Analyzing SARS-CoV-2 Genetic Sequences** by John Cassel &amp;amp; Daniel Lichtblau&#xD;
&#xD;
&amp;gt; https://blog.wolfram.com/2021/08/19/newick-trees-proximity-resources-and-accessions-analyzing-sars-cov-2-genetic-sequences/&#xD;
&#xD;
&amp;gt; **Estimating the number of times the SARS CoV-2 virus has replicated** by Carlos Munoz&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1943243&#xD;
&#xD;
&amp;gt;**From sequenced SARS-CoV-2 genomes to a phylogenetic tree** by Daniel Lichtblau&#xD;
&#xD;
&amp;gt;https://community.wolfram.com/groups/-/m/t/1961461&#xD;
&#xD;
&amp;gt; **Genome analysis and the SARS-nCoV-2** by Daniel Lichtblau&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1874816&#xD;
&#xD;
&amp;gt; **Visualizing Sequence Alignments from the COVID-19** by Jessica Shi&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1875352&#xD;
&#xD;
&amp;gt; **A walk-through of the SARS-CoV-2 nucleotide Wolfram resource**  by  John Cassel&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1887456&#xD;
&#xD;
&amp;gt; **Geometrical analysis of genome for COVID-19 vs SARS-like viruses** by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1878824&#xD;
&#xD;
&amp;gt; **Chaos Game For Clustering of Novel Coronavirus COVID-19**  by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1875994&#xD;
&#xD;
### ________________________________&#xD;
### DATA ANALYSIS&#xD;
&#xD;
&amp;gt; **Optimal Annual COVID-19 Vaccine Boosting Dates Following Previous Booster Vaccination or Breakthrough Infection** by Jeffrey Townsend&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/3341399&#xD;
&#xD;
&amp;gt; **Probability of early infection extinction depends linearly on the virus clearance rate** by Nóra Juhász&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/3307502&#xD;
&#xD;
&amp;gt; **Detecting Global Community Structure in a COVID-19 Activity Correlation Network** by Hiroki Sayama&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/3056172&#xD;
&#xD;
&amp;gt; **Analyzing trends of COVID-19 through public news feeds** by Silvia Hao&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2569395&#xD;
&#xD;
&amp;gt; **Deep neural network detection &amp;amp; clinical staging of COVID-19 chest X-rays** by Peter Riley&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2389110&#xD;
&#xD;
&amp;gt; **COVID-19 - The Swedish Experiment - Is it working?** by Jan Brugard&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1974412&#xD;
&#xD;
&amp;gt; **A simple COVID-19 spread model** by Daniel Lichtblau&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1945196&#xD;
&#xD;
&amp;gt; **COVID19: The performance of the Swedish strategy** by Christos Papahristodoulou&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1990972&#xD;
&#xD;
&amp;gt; **Exploring social trends on Covid-19 pandemic using WikipediaData** by Jofre Espigule-Pons&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1931508&#xD;
&#xD;
&amp;gt; **Google Mobility Data** by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1946686&#xD;
&#xD;
&amp;gt; **Understanding Aggregate COVID Curves** by Christopher Wolfram&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2068457&#xD;
&#xD;
&amp;gt; **Apple mobility trends data visualization** by Anton Antonov&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1942813 &#xD;
&#xD;
&amp;gt; **Computing COVID-19 Spread Rates in US Cities** by Daniel Lichtblau&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1930261&#xD;
&#xD;
&amp;gt; **COVID-19 data and the Newcomb Benford Distribution** by Gustavo Delfino&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1913908 &#xD;
&#xD;
&amp;gt; **Short-time trends for COVID-19**, by Fabian Wenger&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1912710&#xD;
&#xD;
&amp;gt; **What countries are hit hard by COVID19 outbreak?** by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1904507&#xD;
&#xD;
&amp;gt; **COVID19 in Iran: under-diagnosis issue** by Mads Bahrami &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1891140&#xD;
&#xD;
&amp;gt; **Coronavirus analysis: descriptive statistics with SQL functions** by Damian Calin&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2206078&#xD;
&#xD;
&amp;gt; **Covid-19 vaccine campaigns efficacy analysis** by Damian Calin&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2383314&#xD;
&#xD;
&amp;gt; **Argentina: COVID-19 Data Analysis** by Tobias Canavesi&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1932910&#xD;
&#xD;
&amp;gt; **Analysis of the Change in Phillips Curve After COVID-19 with Regression** by Seojin Yoon&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2055704&#xD;
&#xD;
&amp;gt; **COVID wave alert: statistical analysis and visualization** by Antonio Neves&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2115658&#xD;
&#xD;
&amp;gt; **Predicting COVID-19 using cough sounds classification** by Siria Sadeddin&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2166833&#xD;
&#xD;
&amp;gt; **Covid-19 vaccination data analysis using SQL functions** by Damian Calin&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2324474&#xD;
&#xD;
&amp;gt; **Analyzing COVID-19 vaccine sentiment over time** by Arshaan Sayed&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2317293&#xD;
&#xD;
&amp;gt; **VAERS data analysis using SQL functions** by Damian Calin&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2351726&#xD;
&#xD;
&amp;gt; **Correlating COVID-19 government measures to biweekly/daily outbreaks** by Arshaan Sayed&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2362327&#xD;
&#xD;
&amp;gt; **Plotting Covid19 sentiment in different regions of Chennai** by Aditya Sairam Prakash&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2388236&#xD;
&#xD;
### ________________________________&#xD;
### DATA VISUALIZATIONS&#xD;
&#xD;
&amp;gt; **CDC COVID19 vaccination data across US counties** by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2282418&#xD;
&#xD;
&amp;gt; **Top 20 COVID countries HeatMap by absolute death and death in ppm** by Rodrigo Murta&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2004800&#xD;
&#xD;
&amp;gt; **COVIDWORLD app: current data and visualizations for SARS-CoV2 pandemic** by Rui Alves&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2473065&#xD;
&#xD;
&amp;gt; **US Counties COVID-19 confirmed cases by population density timelines** by  Bob Sandheinrich&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1992898&#xD;
&#xD;
&amp;gt; **3D Modeling of the SARS-CoV-2 Virus in the Wolfram Language** by Jeff Bryant&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1989540&#xD;
&#xD;
&amp;gt; **California COVID19 Data** by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2132204&#xD;
&#xD;
&amp;gt; **COVID-19 progress in Peru macro regions: coast vs mountain vs jungle** by Francisco Rodríguez&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1965079&#xD;
&#xD;
&amp;gt; **COVID-19 reopening criterion: a simple visualization** by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1962615&#xD;
&#xD;
&amp;gt; **100 Days of COVID19 Over US Counties** by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1956368&#xD;
&#xD;
&amp;gt; **Population Density Map** by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1955760&#xD;
&#xD;
&amp;gt; **Google Mobility Data** by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1946686&#xD;
&#xD;
&amp;gt; **COVID19 Case-Fatality Ratio, Income, and Age: Simple Visualization** by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1939045&#xD;
&#xD;
&amp;gt; **Data Analysis of Coronavirus in Mexico** by Ivan Martinez&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1927657&#xD;
&#xD;
&amp;gt; **Confirmed COVID-19 Cases in Catalonia** by Bernat Espigulé Pons&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1919468&#xD;
&#xD;
&amp;gt; **Distance to nearest confirmed US COVID-19 case** by Chip Hurst &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1911583&#xD;
&#xD;
&amp;gt; **COVID19 Confirmed Cases: US Counties** by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1950980&#xD;
&#xD;
&amp;gt; **COVID19 data visualization across US counties** by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2119049&#xD;
&#xD;
&amp;gt; **Maps for Visualizing Covid-19&amp;#039;s Effect** by Eric Mockensturm&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1934457&#xD;
&#xD;
&amp;gt; **US Counties COVID-19 deaths plot** by Bob Sandheinrich&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1918332&#xD;
&#xD;
&amp;gt; **Comparing the spread of COVID-19 between countries**, Jan Brugard&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1905992&#xD;
&#xD;
&amp;gt; **NY Times COVID-19 data visualization** by Anton Antonov&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1911668&#xD;
&#xD;
&amp;gt; **COVID-19 cases for each administrative division in Spain** by Bernat Espigulé Pons&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1910116&#xD;
&#xD;
&amp;gt; **Propagation risk of COVID-19 by local contact in Spain (10 - 14 March)** by Bernat Espigulé Pons&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1898126&#xD;
&#xD;
&amp;gt; **Visualizing the Pandemic Data COVID-19** by Martijn Froeling&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1899870&#xD;
&#xD;
&amp;gt; **COVID-19 visualization of turning point** by Isao Maruyama&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1899911&#xD;
&#xD;
&amp;gt; **Mapping &amp;#034;Live&amp;#034; COVID Data on a Globe** by  Gabriel Lemieux &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1902102&#xD;
&#xD;
&amp;gt; **Novel Coronavirus COVID-19 in Brazil** by Estevao Teixeira &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1905950&#xD;
&#xD;
&amp;gt; **Mapping Novel Coronavirus COVID-19 Outbreak** by Jofre Espigule-Pons&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1868945&#xD;
&#xD;
&amp;gt; **Ways to visualize COVID-19 simulation results?** by Kyle Keane&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1962739&#xD;
&#xD;
&amp;gt; **General and COVID-19 deaths in Sweden** by Oscar Rodriguez&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2006377&#xD;
&#xD;
&amp;gt; **COVID19 Tokyo per days of the week** Isao Maruyama&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2133807&#xD;
&#xD;
### ________________________________&#xD;
### DATA PROCESSING&#xD;
&#xD;
&amp;gt; **Cov-Tell: Daily COVID-19 Updates with Alexa (made with Wolfram APIFunction)** by Jessica Shi&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1958307&#xD;
&#xD;
&amp;gt; **Build a COVID-19 Chest X-Ray Image Uploader with Cloud &amp;amp; Data Drop** by Jofre Espigule-Pons&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1919770&#xD;
&#xD;
&amp;gt; **Scraping OpenTable&amp;#039;s &amp;#034;State of the Industry&amp;#034; page** by Aaron Enright&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1911043&#xD;
&#xD;
&amp;gt; **City-level Search Tool for Coronavirus (COVID-19) Confirmed Cases** by David Lomiashvili&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1913247&#xD;
&#xD;
&amp;gt; **Web Scraper: New York Times Coronavirus Data** by Robert Rimmer &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1894426&#xD;
&#xD;
&amp;gt; **TraCOV: Personalized COVID-19 Risk Analysis Tool** by Jessica Shi&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1977700&#xD;
&#xD;
&amp;gt; **Mobility changes data: transforming to Wolfram Language dataset** by Mads Bahrami&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2160386&#xD;
&#xD;
&#xD;
### ________________________________&#xD;
### MASKS&#xD;
&#xD;
&amp;gt; **Effect of mandatory mask usage in COVID cases** by Diego Zviovich &#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/1919060&#xD;
&#xD;
&amp;gt; **Face mask detection: classifying image data** by Siria Sadeddin&#xD;
&#xD;
&amp;gt; https://community.wolfram.com/groups/-/m/t/2139499&#xD;
&#xD;
&#xD;
## ________________________________________ &#xD;
## [Livestream Archives (*link*)][18]&#xD;
&#xD;
- Stephen &amp;amp; Christopher Wolfram + guests [Exploring Pandemic Data][19]&#xD;
- Stephen &amp;amp; Christopher Wolfram + guests [Exploring and Explaining Epidemic Modeling][20]&#xD;
- Robert Nachbar - [Epidemiological Models for Influenza and COVID-19][21]&#xD;
- Brian Wood - [COVID-19 Dashboard Visualizations][22]&#xD;
- John Cassel - [Behind the Genetic Sequences for Novel Coronavirus SARS-CoV-2][23]&#xD;
- Keiko Hirayama - [Patient Data Exploration for the Novel Coronavirus COVID-19][24]&#xD;
- Keiko Hirayama - [Pandemic Data Exploration for the Novel Coronavirus COVID-19][25]&#xD;
- Diego Zviovich - [Geo-spatial-temporal COVID-19 Simulations and Visualizations Over USA][26]&#xD;
- Anton Antonov - [COVID19 Epidemic Modeling: Compartmental Models][27]&#xD;
- Anton Antonov - [Scaling of Epidemiology Models with Multi-site Compartments][28]&#xD;
- Anton Antonov - [Simple Economic Extension of Compartmental Epidemiological Models][29]&#xD;
-  Juan Klopper - [Coronavirus medical data analysis][30]&#xD;
-  Juan Klopper - [Coronavrirus epidemiological data analysis][31]&#xD;
- Rory Foulger - [Coronavirus Data Exploration - Wolfram Livecoding with Students][32]&#xD;
&#xD;
## ________________________________________ &#xD;
## Other useful resources&#xD;
&#xD;
- Arnoud Buzing [GitHub][33] repository and [Notebook Gallery][34] for coronavirus &#xD;
- [Modeling a Pandemic like Ebola with the Wolfram Language](https://blog.wolfram.com/2014/11/04/modeling-a-pandemic-like-ebola-with-the-wolfram-language)&#xD;
- [Epidemics at Wolfram Demonstrations](https://demonstrations.wolfram.com/search.html?query=epidemic)&#xD;
- [IGSIRProcess - IGraph Epidemic models][35]&#xD;
&#xD;
&#xD;
  [1]: https://community.wolfram.com//c/portal/getImageAttachment?filename=1China_c.png&amp;amp;userId=1624544&#xD;
  [2]: https://community.wolfram.com//c/portal/getImageAttachment?filename=1.5US_c.png&amp;amp;userId=1624544&#xD;
  [3]: https://community.wolfram.com//c/portal/getImageAttachment?filename=2World_c.png&amp;amp;userId=1624544&#xD;
  [4]: https://community.wolfram.com//c/portal/getImageAttachment?filename=3Genetic_c.png&amp;amp;userId=1624544&#xD;
  [5]: https://community.wolfram.com//c/portal/getImageAttachment?filename=4Patient_c.png&amp;amp;userId=1624544&#xD;
  [6]: https://community.wolfram.com//c/portal/getImageAttachment?filename=5Resources_c.png&amp;amp;userId=1624544&#xD;
  [7]: https://www.wolframcloud.com/obj/examples/COVID19Preview.png&#xD;
  [8]: https://www.wolframcloud.com/obj/s.wolfram/Published/COVID-19-Livestream-March-24.nb&#xD;
  [9]: https://community.wolfram.com/groups/-/m/t/1907703&#xD;
  [10]: https://youtu.be/Vs5APySGYnk&#xD;
  [11]: https://youtu.be/kC6LHAv_lx0&#xD;
  [12]: https://community.wolfram.com/groups/-/m/t/1908923&#xD;
  [13]: https://datarepository.wolframcloud.com/search/?i=COVID-19&#xD;
  [14]: https://datarepository.wolframcloud.com/search/?i=COVID-19&#xD;
  [15]: https://reference.wolfram.com/language/workflow/SubmitToTheWolframDataRepository.html&#xD;
  [16]: https://community.wolfram.com/groups/-/m/t/2238214&#xD;
  [17]: http://wolfr.am/StaffPicks&#xD;
  [18]: https://www.youtube.com/playlist?list=PLxn-kpJHbPx3_hUbroRYC_7NxcOwZ1SWa&#xD;
  [19]: https://youtu.be/Vs5APySGYnk&#xD;
  [20]: https://youtu.be/kC6LHAv_lx0&#xD;
  [21]: https://youtu.be/pcFB6_yrxGE&#xD;
  [22]: https://youtu.be/vUq8qx7kTYA&#xD;
  [23]: https://youtu.be/HCJgv3N_kDo&#xD;
  [24]: https://youtu.be/MlI_8o4A3BA&#xD;
  [25]: https://youtu.be/P86ZY-znE64&#xD;
  [26]: https://youtu.be/Kjk-sYlg-U0&#xD;
  [27]: https://youtu.be/LRs9rYCXIzs&#xD;
  [28]: https://youtu.be/b8oCNjRI0gY&#xD;
  [29]: https://youtu.be/C-sjXQiPE7s&#xD;
  [30]: https://youtu.be/gA0TPQZgNY0&#xD;
  [31]: https://youtu.be/I-n3zN4aU6c&#xD;
  [32]: https://youtu.be/4xCfPIiredM&#xD;
  [33]: https://github.com/arnoudbuzing/wolfram-coronavirus&#xD;
  [34]: https://wolfr.am/JZNRriEE&#xD;
  [35]: http://szhorvat.net/mathematica/IGDocumentation/#epidemic-models</description>
    <dc:creator>Vitaliy Kaurov</dc:creator>
    <dc:date>2020-02-04T15:18:14Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/2330900">
    <title>[WSG21] Daily Study Group: programming tutorials</title>
    <link>https://community.wolfram.com/groups/-/m/t/2330900</link>
    <description>Daily Study Groups are back, now providing expertise on practical programming! After a short break, we&amp;#039;re starting up with a series that picks up where Wolfram Language Basics sessions ended. This 3-week series will take you from basic programming concepts to package development. &#xD;
&#xD;
Need tips on improving your code’s speed or functionality? Programming Tutorials offer a great opportunity to level-up your skills while interacting with software development professionals. See hands-on examples and get questions answered by Wolfram Language experts. Plus: participants who pass weekly quizzes are awarded a program completion certificate. Level 1 certification is available for those who pass manually graded exercises. &#xD;
&#xD;
Join us any time between August 2 and August 20! Check out our [registration page][1] for more details.&#xD;
&#xD;
&#xD;
&#xD;
 [1]: https://wolfr.am/Study_Group15</description>
    <dc:creator>Wolfram U</dc:creator>
    <dc:date>2021-07-30T15:24:02Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/2527035">
    <title>[WSG22] Daily Study Group: Signals, Systems and Signal Processing</title>
    <link>https://community.wolfram.com/groups/-/m/t/2527035</link>
    <description>A Wolfram U daily study group on &amp;#034;Signals, Systems and Signal Processing&amp;#034; begins on May 16, 2022.&#xD;
&#xD;
Join instructors [@Leila Fuladi][at0]  and [@Mariusz Jankowski][at1] and a cohort of fellow learners to study the concepts, mathematics, principles and techniques of signal processing. We&amp;#039;ll cover methods of analysis for both continuous-time and discrete-time signals and systems, sampling and introductory filter design. The concepts and methods of signals and systems play an important role in many areas of science and engineering and many everyday signal processing examples are included. A basic working knowledge of the Wolfram Language is recommended.&#xD;
&#xD;
**[REGISTER HERE][1]**&#xD;
&#xD;
![enter image description here][2]&#xD;
&#xD;
&#xD;
  [1]: https://www.bigmarker.com/series/daily-study-group-signals-systems-and-signal-processing/series_details?utm_bmcr_source=community&#xD;
  [2]: https://community.wolfram.com//c/portal/getImageAttachment?filename=WolframUBanner.jpeg&amp;amp;userId=130003&#xD;
&#xD;
 [at0]: https://community.wolfram.com/web/leilaf&#xD;
&#xD;
 [at1]: https://community.wolfram.com/web/mariuszj</description>
    <dc:creator>Abrita Chakravarty</dc:creator>
    <dc:date>2022-05-06T22:26:34Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/2185089">
    <title>[WSG21] Daily Study Group: Wolfram Language Basics</title>
    <link>https://community.wolfram.com/groups/-/m/t/2185089</link>
    <description>A new study group for Wolfram Language Basics begins Monday, Feb 15, 2021! &#xD;
&#xD;
Join this three-week study group to build or refresh your knowledge of the Wolfram Language. We will start slow but try to cover a broad variety of topics. No prior experience in Wolfram Language is needed to join this study group. We will provide study materials along with self-learning exercises so you can review topics on your own beyond the study group sessions.&#xD;
&#xD;
Sign up here: [https://wolfr.am/T4GiU9ch][1]&#xD;
&#xD;
&#xD;
  [1]: https://wolfr.am/T4GiU9ch</description>
    <dc:creator>Abrita Chakravarty</dc:creator>
    <dc:date>2021-02-04T21:18:34Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/2041687">
    <title>[WSG20] Calculus Daily Study Group begins August 3 (Free!)</title>
    <link>https://community.wolfram.com/groups/-/m/t/2041687</link>
    <description>The latest [Wolfram Daily Study Group][1] features one of our favorite math instructors, [Devendra Kapadia][at1], and focuses on building fundamental concepts in calculus. This is a great opportunity for students to refresh their knowledge or get a head start on the subject. Sign up: https://wolfr.am/od7nlnga&#xD;
&#xD;
&#xD;
  [1]: https://www.wolfram.com/wolfram-u/special-event/study-groups/&#xD;
&#xD;
 [at0]: https://community.wolfram.com/web/dkapadia&#xD;
&#xD;
 [at1]: https://community.wolfram.com/web/dkapadia</description>
    <dc:creator>Jamie Peterson</dc:creator>
    <dc:date>2020-07-21T15:27:37Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/2244736">
    <title>[WSG21] Daily study group: multiparadigm data science</title>
    <link>https://community.wolfram.com/groups/-/m/t/2244736</link>
    <description>A new study group for Multiparadigm Data Science with the Wolfram Language begins Monday, Apr  19, 2021!&#xD;
&#xD;
Making progress in an online course can be daunting when you have to study all alone. Join a cohort of fellow Wolfram Language users for a two-week study group that works through the Wolfram U course &amp;#034;[Multiparadigm Data Science][1]&amp;#034;. A certified instructor will guide each session by reviewing the lesson notebooks from the course, working through the code and answering questions.&#xD;
&#xD;
Get support for starting on the path to earning Level 1 and Level 2 certifications in multiparadigm data science.&#xD;
&#xD;
**Sign up here:** https://wolfr.am/UNdaIas0&#xD;
&#xD;
&#xD;
  [1]: https://www.wolfram.com/wolfram-u/multiparadigm-data-science/</description>
    <dc:creator>Abrita Chakravarty</dc:creator>
    <dc:date>2021-04-15T22:05:55Z</dc:date>
  </item>
  <item rdf:about="https://community.wolfram.com/groups/-/m/t/2141352">
    <title>CUDA not working on Mathematica 12.2</title>
    <link>https://community.wolfram.com/groups/-/m/t/2141352</link>
    <description>Hello all :)&#xD;
CUDA is not working on 12.2.&#xD;
Look at this:&#xD;
What I am supposed to do?&#xD;
I also tried by downloading the CUDA packlets: change nothing.&#xD;
I have an NVIDIA RTX 3090 and the drivers are ok.&#xD;
Thank you foe helping me.&#xD;
Regards to all,&#xD;
&#xD;
Jean-Michel</description>
    <dc:creator>Jean-Michel Charles Collard-Richard</dc:creator>
    <dc:date>2020-12-18T02:04:15Z</dc:date>
  </item>
</rdf:RDF>

