How to Predict the Spread of Epidemics | Computational Social Networks

[@mindoftea]

I'm a research computer scientist studying exactly this, and I just want to say you did a great job covering it!

[@Skyprince27]

@Emory Hufbauer Wow, I’m so jealous you have the best job in the world!

[@Skyprince27]

@Emory Hufbauer On the other hand, it must be a constant source of torture for you to have to watch incompetent politicians make mistakes that cost thousands of lives, because they FAIL SO HARD to incorporate your talents in their decision-making. 😫

[@kinpatu]

I was self-isolating for decades before it became cool.

[@upandatom]

haha me too

[@harrybarrow6222]

kinpatu According to my wife, I was too. 😆

[@vmlm4825]

same unfortunately...

[@ryosaeba3942]

We're many 😁

[@manan-543]

Lol me too. Now everyone would get a taste of it

[@shambosaha9727]

I like how you did not commence explaining what a graph is.

[@safwanshahriar4108]

That is something most people like about her.

[@Darterius]

I trust her over any politically appointed expert. This video is a perfect example of why that is. None of our American politically appointed health experts have ever produced a single PSA that explained the situation this well. No ideology here at all, just very well explained science. I am grateful.

[@nicolaiveliki1409]

You stay safe, too! This was actually the best video I've seen on how diseases spread. Most other illustrations just use moving dots to show how social distancing flattens the curve, and while I agree that it works, these illustrations always rubbed me the wrong way... Give me some Graph Theory and a Dijkstra algorithm!

[@audioauracle-dsyswpwanl-]

Why isn't *Gematria* taught as part of the national education curriculum?... 🤔 💭... Buhdomtsss @everyone Gematrinator.com Covid-19 = 26, Virus = 26, Viral = 26, China = 26, Chaos = 26 disease = 26 & Remember to sing 'Happy birthday' On the 63rd day of the year (March 3rd.. 3/3 Corona = 33, police = 33, society = 33) Boris Johnson says 'when you wash you hands 👐 sing Happy birthday 2x' Happy Birthday = 63, 153 Its 15wks 3days to Boris Johnson birthday. 26th triangle number is 351.. From mock/drill exercise EVENT201 via Bill and Melinda Gates foundation and World Health organisation etc on October 18th 2019 to June 19th 2020 is 35wks 1day (351/153) Buhdomtsss In the same year from June 19th to October 18th is 121 days.. Coronavirus outbreak = 121 Bill and Melinda Gates foundation = 121 January 21st it went ultra mainstream news then the next day was the association with bat 🦇 soup etc. So.. On the 22nd 🤔 💭.... Bat 🦇 = 22 Bat 🦇 Soup = 22.. 🤔 💭 Voilà And the ps4 game 'Death Stranding' released Nov 8th.. 118. Death = 118 & 213 Nov 8th is the 312 day of the year leaving 53. Covid-19 = 53 From Boris birthday June 19th to the release of 'Death Stranding' is 142 days Coronavirus = 142 Buhdomtsss!! Wuhan virus = 114 The 114th prime number is 619 (6/19... June 19th!) Wuhan virus = 156 Chinese President Xi Jinping is born 15/6.. 15th June #theMatrix #Coronavirus coronavirus catch up theMatrix kzbin.info/aero/PLg0E58YnmAVVVKNuzEia6aUgzhTNo9Tgb CORONAVIRUS = EVENT201/BILL GATES kzbin.info/aero/PL3BuSiv3-_7DHukxadHLx7SJ0J0qjU3lf Space agencies = Stupism!! kzbin.info/aero/PLg0E58YnmAVW7aFYiYhbTcFJLHFznh2HQ 📙 (pdf) Letters and numbers by Zachary K Hubbard zacharyhubbard.selz.com/item/5c8d9302701f5d0dfcfef8b2 KZbin - Gematria Effect News & Gematria Effect Sports GematriaEffect.News Freetofindtruth.blogspot.com

[@nicolaiveliki1409]

@@audioauracle-dsyswpwanl- because it's about as reliable as reading tea leaves

[@Jedi_Nemo]

2 years later, and it's so sad to see how it all played out. At least in the US, it's so sad to see how much knowledge we had that was just ignored or refuted by people. All this knowledge, and we still failed. :( Thank you for doing what you do and continuing making videos this whole time!

[@KhAnubis]

My god, Jade, you‘re on an absolute uploading spree! (In all seriousness, I was wondering about what six degrees of separation would be like in this situation. Also stay safe out there, this goes for all of you)

[@upandatom]

i felt like this was a public service announcement!

[@anchiitd]

@@upandatom much appreciated

[@cerjmedia]

I was introduced to this channel because of your Collab

[@audioauracle-dsyswpwanl-]

@@upandatom Why isn't *Gematria* taught as part of the national education curriculum?... 🤔 💭... Buhdomtsss @everyone Gematrinator.com Covid-19 = 26, Virus = 26, Viral = 26, China = 26, Chaos = 26 disease = 26 & Remember to sing 'Happy birthday' On the 63rd day of the year (March 3rd.. 3/3 Corona = 33, police = 33, society = 33) Boris Johnson says 'when you wash you hands 👐 sing Happy birthday 2x' Happy Birthday = 63, 153 Its 15wks 3days to Boris Johnson birthday. 26th triangle number is 351.. From mock/drill exercise EVENT201 via Bill and Melinda Gates foundation and World Health organisation etc on October 18th 2019 to June 19th 2020 is 35wks 1day (351/153) Buhdomtsss In the same year from June 19th to October 18th is 121 days.. Coronavirus outbreak = 121 Bill and Melinda Gates foundation = 121 January 21st it went ultra mainstream news then the next day was the association with bat 🦇 soup etc. So.. On the 22nd 🤔 💭.... Bat 🦇 = 22 Bat 🦇 Soup = 22.. 🤔 💭 Voilà And the ps4 game 'Death Stranding' released Nov 8th.. 118. Death = 118 & 213 Nov 8th is the 312 day of the year leaving 53. Covid-19 = 53 From Boris birthday June 19th to the release of 'Death Stranding' is 142 days Coronavirus = 142 Buhdomtsss!! Wuhan virus = 114 The 114th prime number is 619 (6/19... June 19th!) Wuhan virus = 156 Chinese President Xi Jinping is born 15/6.. 15th June #theMatrix #Coronavirus coronavirus catch up theMatrix kzbin.info/aero/PLg0E58YnmAVVVKNuzEia6aUgzhTNo9Tgb CORONAVIRUS = EVENT201/BILL GATES kzbin.info/aero/PL3BuSiv3-_7DHukxadHLx7SJ0J0qjU3lf Space agencies = Stupism!! kzbin.info/aero/PLg0E58YnmAVW7aFYiYhbTcFJLHFznh2HQ 📙 (pdf) Letters and numbers by Zachary K Hubbard zacharyhubbard.selz.com/item/5c8d9302701f5d0dfcfef8b2 KZbin - Gematria Effect News & Gematria Effect Sports GematriaEffect.News Freetofindtruth.blogspot.com

[@anchiitd]

@@cerjmedia link?

[@MarcSylex]

Becoming my favorite speaker and I only really watched one video but was fully engaged and actually took away something. Not just nodding my head along for the ride to be amazed at the presenters own smarts. A wonderful curious mind at work dethroning some of my former favorites.

[@MedlifeCrisis]

Fascinating. John Snow would love this video 🙂

[@MedlifeCrisis]

Not the one from Game of Thrones you clowns

[@upandatom]

You're a superstar these day Rohin! Can we get a round of applause for Rohin!! *audience applause*

[@nadiyayasmeen3928]

@@upandatom *applauds*

[@Phroggster]

Thanks Jade! I hope that you and yours are doing well during these times, and I look forward to when you're able to get back to "normal" existential crises again.

[@RVR121]

Same thing we use to track the spread of memes as they work almost functionally the same as a virus. Even on the streets when some fool says yeet they might as well have coughed in your face because a week later you started ironically saying yeet.

[@MsSitot]

I really love how she explained concepts through visualization. Keep up the good work ^^

[@davebracey2027]

Thank you Jade. I hope as many as possible see this. So grateful to you.

[@alwysrite]

good one Jade, I passed on this link to show how math works in our daily lives.

[@upandatom]

thank you for the support Bruce!

[@RupertFear]

Jade (and her team) deserves 10 times as many subscribers...at least!!

[@Salcay]

I believe it was a good idea to cover this topic in an easy-to-understand way. Your presentation is great. ...and your eyes and smile are still unforgetable

[@mrdoctor7692]

I read that in World of Warcraft there was interesting opportunity to observe an epidemic in simulated environment. en.wikipedia.org/wiki/Corrupted_Blood_incident

[@upandatom]

hmm this could make a cool video...

[@uzairmughal4976]

Moral of the Story: "Stay HOME, Be Safe"

[@manan-543]

Ya well that was obviously going to be the moral but the information in the video about social networks was really intriguing.

[@uzairmughal4976]

@@manan-543 Truly it is . Floating a question like this paves way for curious people, and that's why I subscribed this channel :)

[@manan-543]

@@uzairmughal4976 yup same here :)

[@RockHudrock]

Plot twist: virus spreads in homes much greater than outdoors or in public accommodations. . . . So we stayed home for nothing! 🤬

[@noam_segal]

I'm new to your channel and I've only watched a couple of videos so far but omg each one's a master piece! Well done and stay safe

[@ZachariahFournier]

This is so straightforward and.. I want to say "sterile", which is only off-putting because there's usually a more enthusiastic character in your videos. Great presentation. I'm definitely sharing it. Looking forward to more Up and Atom.

[@markxxx21]

I agree, it's almost eerie to see how deadfaced serious she is at the end when she says "Stay safe everyone."

[@bardskaflestad385]

That look at the end-I felt that. Thanks for uploading Jade, and do please stay safe!

[@Skeithization]

Lovely to see your videos Jade. Stay safe!

[@MrCardeso]

Thanks, Jade! You stay safe, too!

[@ERIC_RENATO]

Hello Jade ! That is a really important explanation about how to predict this virus, and I'm very happy to had found your channel. Shout out from Brazil and Keep it up.

[@MatthewNehrling1]

Great video Jade. I've been passing this around to as many as I can who don't understand about exponential growth and why social distancing is important.

[@hamstersniffer]

Wow, young lady, you did a fantastic job of presenting a simple visual explanation. (as always)

[@matteopascoli]

Yes, but I think she would make interesting a two hour long video about the classification of dust bunnies.

[@tonyjarvisgogi2180]

This is exactly what I wanted to watch. Thank you.

[@Erik-yk9zf]

Woah, you've been insanely productive lately!

[@fallenlegacyz]

Introvert: I was cool that most everyone is out while I'm at home... now that everyone is at home, I feel the ever increasing urge to go out the empty streets.

[@adityaanantharaman7963]

A valuable tool very aptly explained! Here, in Singapore, the Government is conducting rigorous contact tracing for every case, which I reckon employs some of this theory. It has proven very useful to check the spread of COVID-19 in this country. And stay safe, Jade!

[@TheLowstef]

Timely, competent, calm, clear... Great. As always.

[@stevenwild39]

Very brave of you to address this topic, given the attitude many have towards COVID and vaccines. I actually make vaccines (not COVID-related), yet the number of crackpot comments from fellow employees puts me off speaking about it at work.

[@S-fi5ox]

I find your explanation captures the essence and it helps a layman like me to understand the concepts well

[@johnshioli1499]

Great information, Jade! And timely, too! I hope you and your family are staying safe.

[@davidlowe8597]

This is an amazing video, well done, this video should be required viewing for the rest of the world.

[@charlesbelhumeur1503]

I had a career as an engineer working in water resources, hydraulic modelling, water and waste water treatment and so on. During this career I developed an interest in turbulence, chaos, mixing and the like. I did look around fairly diligently for work in this area and found little. Like say you have two fluids, pure water and salty. You pour them into a container and stir it. What is the minimum amount of stirring needed to end up with a uniform solution? Or you have a cake batter that you throw a handful of raisins into. What is the minimum amount of stirring needed to distribute the raisins evenly in the batter? What is the minimum paths of the raisins through the batter to achieve even distribution? How does that compare to actual paths when your stir with a spoon? And why given widely different initial conditions, raisins in a clump or thin layer at the top or bottom or off to one side, if we stir enough we eventually end up with the same uniform distribution? I know the math of entropy in thermodynamics and it has some application here but there's much more to it than that. I'm still very curious about all the mysteries in this area. I've asked this of other KZbin math channels before with little comment so far. Could you maybe do a vid on what you know or can find out in this area? I have interesting tidbits for you from all the years in hydrology that hint at some strong ordering principals to be found in turbulent flow of liquids. - Rivers meander like a snake across the landscape. Surprisingly the average size of the meanders is independent of the material the river flows through and correlates to the size of the average flood. - River meanders have this pattern of deep slow flowing sections and shallow faster sections everywhere we find them on the planet. The straight sections are the shallow faster flow and the curves are the deeper slower flow. - You can raise the bottom of the river in the faster flowing sections by putting in small barriers, rocks, sticks, spoilers that ruin hydraulic efficiency and cause the water to drop it's suspended sediments. Curiously the river responds to this by deepening the deep pool on either the downstream or upstream end of the shallow section. - Rivers that are actively cutting into the landscape always have only a single channel while rivers that are actively depositing sediments on the landscape have multiple so called braided channels. - The total length of a river's curving meandering centerline is Pi (3.14159...) times the straight line distance the river covers across the landscape. These are just observations we've made in the field with no real good explanations of why rivers are so. I have some idea why such morphologies arise from a turbulent liquid flow but it's all a little fuzzy and mostly hand waving arguments.

[@berniv7375]

Thank you for the video. The graph visuals explain things clearly.

[@richtaylor6039]

You do many brilliant vids Jade but that truly is one of your very best. Keep safe. x

[@KrishnaMishra-fy7dg]

I think you've done a great job here. Things explained here, if taken into consideration by governments, will help plan their next steps effectively.

[@SudhirKumar-jx4jj]

Hi Your videos are very helpful and instructive. Just wondering if you could make a video about Tensors.

[@Ken.-]

My playlist now consists of songs like, _Yesterday_ by The Beatles, _End of the World_ by REM and of course the ever popular _You're Gonna Die in a Coronavirus Pandemic_ by the Black Eyed Peas.

[@markkram6497]

That was a great explanation. It shows how important it is to follow all the protocols that are in place.

[@shkvorrel9660]

Wow. Finally someone who knows how the world works.

[@gregoryallen0001]

this is v good for visualizing/conceptualizing! ty

[@henryallan9167]

That's an excellent overview. Thank you

[@Semmelein]

"Stay safe everyone!" Thanks Jade! Though you do look slightly worried when you said this. But we're all in this together! And we can do it! 💪

[@victorhugoeh974]

Hi, Jade! This is the best explanation I've seen on how an epidemic spreads through the population. Many years ago when in college I revised something called "theory of places" by Walter Christaller. It's basically graph theory applied to systems of urban spaces. You explained with elegance and clarity what took me weeks at the time 😂🤣

[@RedR1ghtHand]

Dude, I^m really loving your vids. Keep the good work!

[@nafrost2787]

There is no end for the applications of graph theory right?

[@bikedawg]

Excellent video and explanation! This is something the average joe and jane need to understand.

[@aryanchaubey2229]

Nice video.. Everyone please stay safe and prevent the virus from taking any more lives.😊

[@ankitadas5251]

I just loved the way that you are creating awareness among people in a scientific way,great keep it up And I one thing I wanted to know how you make such great animations ,l am sure you will answer my question ,dear sis

[@kiedto]

is this how the R0 is calculated? and if not could you upload a video about the models behind the calculations?

[@AbhishekSachans]

Interesting insights! Btw, Your video is just right on time for me. Guess what, I have Graph Theory as part of my "Data Structures & Algorithms" course in my ongoing semester. This video will be a good motivator to dive deeper into it while the isolation period is going on. So glad! Thanks!

[@Msaber2012]

This is so beautiful 😍, the math of course not the virus 🦠 >.>

[@NetAndyCz]

The math is great, but politicians are known to take actions that will make them look good and get re-elected, not what some computer model says. The only way they listen to computer models is if people understand them and the actions they recommend.

[@ezrasteinberg2016]

Well, both the math and the presenter are beautiful. Both engaging and distracting at the same time. Oy, my head is spinning! :-)

[@pavanajsridhar939]

you also stay safe jade! By the way, a very nice video. The math was really awesome!

[@erwile]

I was doing my graph exercise when I saw your video... A graph can explain so much things

[@ygal02]

Hey Jade, how about a video on Model Predictive Control?

[@harshshitole6293]

Nicely explained!

[@sammyfromsydney]

Q: What's worse than no data? A: Bad data! Respectfully, you've addressed some of these issues, but your conclusion then downplays them. 1. Modeling accuracy of real world data, based on sources like the census is way too crude to be useful in a pandemic. The fact is we all interact in multiple communities. Think 6 degrees of separation from Kevin Bacon. Once there are sufficient interconnections, the modeling can't account for nuances that cause the differences. This is what we have in a civilian population in a country like Australia. You touched on chaos theory with your reference to the butterfly effect. Think of how bad we are at predicting weather past 2 or 3 days out. 2. The lack of testing for those who have not been overseas and haven't had a close contact with someone overseas means the data is incomplete in Australia. There are bound to be many more cases of local spread but until we test for them we aren't going to see them. 3. The decisions made are clearly being made on a political basis with business and economy at the forefront of thought. Experts who disagree with the decisions made are being shouted down.

[@esecallum]

FOR IMMEDIATE RELEASE Orthomolecular Medicine News Service, Feb 2, 2020 Hospital-based Intravenous Vitamin C Treatment for Coronavirus and Related Illnesses by Andrew W. Saul and Atsuo Yanagisawa, MD, PhD (OMNS February 2, 2020) No matter which hospital a coronavirus patient may seek help from, the question is, Will they be able to leave walking out the front door, or end up being wheeled out the basement backdoor? Prompt administration of intravenous vitamin C, in high doses, can make the difference. Abundant clinical evidence confirms vitamin C's effectiveness when used in sufficient quantity. [1] Physicians have demonstrated the powerful antiviral action of vitamin C for decades. [2] Specific instructions for intravenous vitamin C The Japanese College of Intravenous Therapy (JCIT) recommends intravenous vitamin C (IVC) 12.5/25g (12,500 - 25,000 mg) for acute viral infections (influenza, herpes zoster, common cold, rubella, mumps, etc.) and virus mimetic infections (idiopathic sudden hearing loss, Bell's palsy). In adults, IVC 12.5g is given for early stage illness with mild symptoms, and IVC 25g for moderate to severe symptoms. IVC is usually administered once or twice a day for 2-5 continuous days, along with or without general treatments for viral infections. IVC 12.5g cocktail Sterile water 125 mL 50% Vitamin C 25 mL (12. 5g) 0.5M Magnesium sulfate 10 mL Add Vitamin B complex Drip for 30-40 min IVC 25g cocktail Sterile water 250 mL 50% Vitamin C 50 mL (25g) 0.5M Magnesium sulfate 20 mL Add Vitamin B complex Drip for 40-60 min Patients with acute viral infections show a depletion of vitamin C and increasing free radicals and cellular dysfunction. Such patients should be treated with vitamin C, oral or IV, for neutralizing free radicals throughout the body and inside cells, maintaining physiological functions, and enhancing natural healing. If patients progress to sepsis, vitamin C should be added intravenously as soon as possible along with conventional therapy for sepsis. Toronto Star, 30 May 2003: "Fred Hui, MD believes that administering vitamin C intravenously is a treatment worth trying. And he'd like to see people admitted to hospital for the pneumonia-like virus treated with the vitamin intravenously while also receiving the usual drugs for SARS. 'I appeal to hospitals to try this for people who already have SARS,' says Hui. Members of the public would also do well to build up their levels of vitamin C, he says, adding that there is nothing to lose in trying it. 'This is one of the most harmless substances there is,' Hui states. 'There used to be concern about kidney stones, but that was theoretical. It was never borne out in an actual case.' Hui says he has found intravenous vitamin C effective in his medical practice with patients who have viral illnesses." [3] Additional administration details are readily obtained from a free download of the complete Riordan Clinic Intravenous Vitamin C Protocol. [4] Although initially prepared for cancer patients, the protocol has found widespread application for many other diseases, particularly viral illnesses. "Research and experience has shown that a therapeutic goal of reaching a peak-plasma concentration of ~20 mM (350- 400 mg/dL) is most efficacious. (No increased toxicity for posoxidant IVC plasma vitamin C levels up to 780 mg/dL has been observed.) . . . [T]he administering physician begins with a series of three consecutive IVC infusions at the 15, 25, and 50 gram dosages followed by post IVC plasma vitamin C levels in order to determine the oxidative burden for that patient so that subsequent IVCs can be optimally dosed." Pages 16-18 of the Riordan protocol present IVC administration instructions. www.doctoryourself.com/RiordanIVC.pdf or riordanclinic.org/wp-content/uploads/2015/11/RiordanIVCprotocol_en.pdf There are four pages of supporting references. "Given the rapid rate of success of intravenous vitamin C in viral diseases, I strongly believe it would be my first recommendation in the management of corona virus infections." (Victor A. Marcial-Vega, MD) Puerto Rico "It is of great importance for all doctors to be informed about intravenous vitamin C. When a patient is already in hospital severely ill, this would be the best solution to help save her or his life." (Karin Munsterhjelm, MD) Finland

[@dipkotak1937]

Very informative video. Thank you for sharing. 🤔🤨😲😃👍

[@tejas9070]

Washing our hands with soap frequently and self isolation are the two important points to be followed Also don't touch your face unnecessarily Stay safe , please don't be under the false impression that nothing will happen to me . Take care of yourself and your family

[@esperancaemisterio]

Fantastic video Jade! Thanks a lot for making! It's super relevant! Thanks again! =)

[@nityanandapadhi7480]

Ok I have a question which is not related to this topic. Why is magnesium not regarded as inert metal, but neon is? Magnesium also has fully filled 3s orbital? Pls answer this

[@nelsonphillips]

Fun fact: humidity has an effect on this airborne virus spread. The higher the humidity the slower the spread. So the moral of the story is to stay out of air-conditioned rooms and hope the weather is warm and humid. There is scientific links available, but I cannot find them at this instance because other things to do.

[@erictaylor5462]

Jade, you rock. A reliable, accurate source of data is so rare these days. We have access to so much more data, but so much of it is BS.

[@clementmartinez121]

Math is super, while I'm hunkered down. Thnx God bless. Take care.

[@christianheichel]

I wonder if slime molds would be good for modeling spread of infection and mortality?

[@shivimish9962]

Let's make your video viral to prevent the actual virus!

[@surajpatel3044]

Very very thanks for making this precious Video

[@gardenhead92]

I'm safe since my social network is just a single node

[@haimbenavraham1502]

What about weather factors such as wind & rainfall transporting the virus?

[@AvanToor]

Jade, you're a blinding light. Thanks a lot.

[@LycanKnight2011]

Great job Jade, well reasoned and explained :)

[@abhijeetmajumdar6906]

Very informative...Pls make some videos on graph theory...

[@intotheunknown8100]

Very Informative. 🙃 Stay safe .and Thanks

[@kumar7359]

That's a timely presentation. Thank you.

[@gardenlizard1586]

Thank you. Can you get the Prime Minister to look at it please. Your points sre well explained so I hope he can understand it

[@upandatom]

share it with him!

[@gardenlizard1586]

@@upandatomwill try Facebook. He doesn't have a DM on Tweetville. I tried

[@gardenlizard1586]

@@upandatom just sent Prime Minister a DM on Instagram. First ever.

[@superzolosolo]

Suggestion: can you cover quantum dot displays?

[@Artorius19631]

That was extremely interesting and made lovelier by your accent.

[@SamuelRoot]

We all know we are being tracked by the government and private companies, might as well put it to use and make useful decisions using this data.

[@thomasolson7447]

The best way is to watch the financial actions of your politicians. This stuff doesn't get released by accident.

[@klitization]

You really like computational approaches 😂😂. That your husband is a computer scientist really shines through. You know that you can easily model disease with simple equations :P

[@johnbonnett5746]

Great work Jade!

[@smort123]

Love to see Gephi in such a video

[@saminasoltani966]

Hi!! can I ask you what app do you use for making your videos??

[@dreamsci3554]

Great video, everything is very well explained ! Thank you :)

[@audioauracle-dsyswpwanl-]

Why isn't *Gematria* taught as part of the national education curriculum?... 🤔 💭... Buhdomtsss @everyone Gematrinator.com Covid-19 = 26, Virus = 26, Viral = 26, China = 26, Chaos = 26 disease = 26 & Remember to sing 'Happy birthday' On the 63rd day of the year (March 3rd.. 3/3 Corona = 33, police = 33, society = 33) Boris Johnson says 'when you wash you hands 👐 sing Happy birthday 2x' Happy Birthday = 63, 153 Its 15wks 3days to Boris Johnson birthday. 26th triangle number is 351.. From mock/drill exercise EVENT201 via Bill and Melinda Gates foundation and World Health organisation etc on October 18th 2019 to June 19th 2020 is 35wks 1day (351/153) Buhdomtsss In the same year from June 19th to October 18th is 121 days.. Coronavirus outbreak = 121 Bill and Melinda Gates foundation = 121 January 21st it went ultra mainstream news then the next day was the association with bat 🦇 soup etc. So.. On the 22nd 🤔 💭.... Bat 🦇 = 22 Bat 🦇 Soup = 22.. 🤔 💭 Voilà And the ps4 game 'Death Stranding' released Nov 8th.. 118. Death = 118 & 213 Nov 8th is the 312 day of the year leaving 53. Covid-19 = 53 From Boris birthday June 19th to the release of 'Death Stranding' is 142 days Coronavirus = 142 Buhdomtsss!! Wuhan virus = 114 The 114th prime number is 619 (6/19... June 19th!) Wuhan virus = 156 Chinese President Xi Jinping is born 15/6.. 15th June #theMatrix #Coronavirus coronavirus catch up theMatrix kzbin.info/aero/PLg0E58YnmAVVVKNuzEia6aUgzhTNo9Tgb CORONAVIRUS = EVENT201/BILL GATES kzbin.info/aero/PL3BuSiv3-_7DHukxadHLx7SJ0J0qjU3lf Space agencies = Stupism!! kzbin.info/aero/PLg0E58YnmAVW7aFYiYhbTcFJLHFznh2HQ 📙 (pdf) Letters and numbers by Zachary K Hubbard zacharyhubbard.selz.com/item/5c8d9302701f5d0dfcfef8b2 KZbin - Gematria Effect News & Gematria Effect Sports GematriaEffect.News Freetofindtruth.blogspot.com

[@thebaccathatchews]

You're doing important work. Thank you.

[@bhadravir7512]

Nice tool.. Very nicely explained. ..

[@Mathsaurus]

Excellent video, thank you!

[@TenderBug]

Thanks. Stay safe Jade.

[@derekwilliams3770]

Do you think that modelling a social network could change the network? As soon as you have information about the network, you might change people's behavior in a way that modifies the network.

[@deuronius]

very informative. amazing video.

[@breakthechains5140]

And, what happens when those models fail to take into account other possible modes of distribution? For example (and just humor me here): What if the spread is INTENTIONAL?

[@vanillesosse]

You have really interesting content. Thanks for sharing your knowledge :)

[@mih1961]

Nice job, stay safe because I would like to see more videos from you :)

[@ChrisBullock1978]

one small issue with this virus says you have a social network. of 4 friends. but the issue arises if say the virus only infects say 3 of the 4 friends, so within the network the virus plays a probability game that also changes over time

[@47prajwalsingh67]

hello Ma'am I am from India and here the effect of the cause(corona virus) is more observable than the actual spread, in the form of precautions that are being taken by the people because of various forms of awareness program that are being conducted as a result the spread of the virus is very gradual and the spread is mainly due to the tourists or even some NRIs who travel frequently either because of their business or some other reason, people who have just returned from abroad and somehow have managed to surpass the airport screening either because of their influential personality or by some other means and thats how india has managed to control the outspread despite the fact that India is the closest densly populated country even northan borders of the country touch Chinese borders the outspread thankfully is not even 0.000000001% as of now which is very less as compared to the number of people that are affected the virus in italy or some other country considering the fact that total population of italy is just 6.05 cr whereas indias population is 133 crores

[@Rsharlan3]

First priority in an epidemic: quarantine Kevin Bacon.

[@philkirk2806]

Thank you jade. You keep safe too x