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Specific "new evidence"... #Masks4All #MasksAreNormal #MaskGate, I've linked each separately by date for all my and the #medtwitter #DataScience junkie friends below:

#Data #Science #COVID19

1/
👉February 19, 2020

#Data #Science #COVID19

2/
"Asymptomatic cases in a family cluster with SARS-CoV-2 infection"

thelancet.com/journals/lanin…
👉February 21, 2020

#Data #Science #COVID19

3/
"Presumed Asymptomatic Carrier Transmission of COVID-19"

jamanetwork.com/journals/jama/…
👉March 5, 2020

#Data #Science #COVID19

4/
"Transmission of 2019-nCoV Infection from an Asymptomatic Contact in Germany"

nejm.org/doi/full/10.10…
👉March 16, 2020

#Data #Science #COVID19

5/
"Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV2)"

science.sciencemag.org/content/early/…
👉March 19, 2020

#Data #Science #COVID19

6/
"SARS-CoV-2 Viral Load in Upper Respiratory Specimens of Infected Patients"

nejm.org/doi/full/10.10…
👉March 27, 2020,

#Data #Science #COVID19

7/?

"Asymptomatic and Presymptomatic SARS-CoV-2 Infections in Residents of a Long-Term Care Skilled Nursing Facility"

cdc.gov/mmwr/volumes/6…
Three above pre-date this deleted tweet from U.S. @Surgeon_General.

STILL "not worried about #COVID19" or latest #data, "best #scientific information" on March 6th, @JeromeAdamsMD instead was more concerned about his comfort flying somewhere. On our time. In uniform.

#FireTheSG
Now once @Surgeon_General explains other failures of providing the latest #science and #data on other things like this lack of integrity: vapinglinks.blog/2020/03/25/sur…
Maybe he'll stop using "Google alerts" to manipulate national narratives... on ANY subject.

#FireTheSG
Maybe he'll present #data as it should be presented, factually.

#FireTheSG
Because, then, maybe, I'll understand how emphatic @JeromeAdamsMD was before he took the position, and isn't in his role as @Surgeon_General.

#FireTheSG

With the best #science, #data and #evidence for adults, for example.
Then I may, could, or might modally understand and admit @JeromeAdamsMD IS isn't playing a role as @Surgeon_General, he's doing what he said he would do:

We don't need opinions or politics for #WeThePeople,

#Facts, #science #data are it.

#FireTheSG.

We can all dream.
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Related hashtags

#Masks4All #MasksAreNormal #MaskGate #medtwitter #DataScience #data #science #COVID19 #scientific #FireTheSG #evidence #WeThePeople #Facts

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VapingIT, SPE, EEI
@Vapingit
Let's journey back on the #FireTheSG movement, shall we?

December 2018, @Surgeon_General @JeromeAdamsMD convinced the public #media, inflating a false "epidemic" w/30-day use, not daily.

Lie #1: vapinglinks.blog/2019/01/06/epi…

Based on feelings, Google alerts, potential & inaccuracy.
No refuting vaping products help smokers quit, 👆above, continues below...

With #data he wanted to present, sentiment and "feelings" continued.

Lie #2: rodutobaccotruth.blogspot.com/2019/11/high-s…

Indifferent, bans & taxes ⏫increasing countrywide, & no care of helping smokers quit.

#FireTheSG
False statements, accusations continued. When corrected, he didn't like that and had to swallow his narrative.

In full, with @2Vaping, @TheLegionCmdr, @Surgeon_General & others:

vapinglinks.blog/2019/02/13/sur…

“If you repeat a lie often enough, it becomes the truth“

#FireTheSG
Read 15 tweets
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VapingIT, SPE, EEI
@Vapingit
Don't tell @JeromeAdamsMD @Surgeon_General I announced in January:

"I’m officially announcing a problem with dependence on a 30-day number having an end goal to restrict adult access. The ONLY goals are to regulate, restrict, tax and ban e-cigarettes."

vapinglinks.blog/2019/01/06/epi…
Start holding hands. He wants EVERYONE to agree… or risk harm reduction potential to adults.

WARNING: This may, might, or could contain

🎯 Confirmation bias
🎯Proof by assertion
🎯 Plausible deniability
🎯 Cognitive dissonance
🎯 Preconceived notion(s)

vapinglinks.blog/2019/01/28/sur…
Trusting the highest doctor in the land to provide competent, well-constructed answers to convey issues with facts, when he, in fact, won’t do it-seems futile.

Instead, he has chosen to act on authority, instinct, and sticks to the data (dammit) script.

vapinglinks.blog/2019/02/13/sur…
Read 5 tweets
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VapingIT, SPE, EEI
@Vapingit
Hi, @FrankPallone

I was one of the alleged bots #NotABot defamed for that @JoeSmyser @DrArturoNJ @NicholsonForNJ @PublicGoodProj @WSJ report.

Shall I expect an invite to @EnergyCommerce offices to sign in, in person, to my account?

We can also discuss manipulation of #data.
@FrankPallone @JoeSmyser @DrArturoNJ @NicholsonForNJ @PublicGoodProj @WSJ @EnergyCommerce 👈#NotABot we can discuss allegations as to why I and other's data has been used to accuse innocent people of committing what I consider crimes @JoeSmyser @DrArturoNJ @NicholsonForNJ @PublicGoodProj @WSJ @EnergyCommerce like marketing to children.
@FrankPallone @JoeSmyser @DrArturoNJ @NicholsonForNJ @PublicGoodProj @WSJ @EnergyCommerce 👈#StillNotABot we can discuss how research fraud @JoeSmyser @DrArturoNJ @NicholsonForNJ @PublicGoodProj @WSJ @EnergyCommerce *may* have played a role in these hearings...
Read 34 tweets

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Hanson Hu (胡海川)
@hanson_hhc
Left Bangalore last night and just landed in Shanghai today afternoon. I am surprised by how Pudong Airport and this metro city has been running, under the #COVIDー19 challenge. Here are some of my observations:

Key words: Color card, QR code, Self-protection.
(Thread)
1/
 My flight from Singapore to Shanghai is 80% Chinese passengers. It's easy to identify Chinese from other nationals because they do self-protection in the next level:

100% wear masks(so are other nationals), 10-20% wear goggles, 5% wear protective clothing, some even gloves..
2/
 After landing in Shanghai, passengers took turns to get out of the plane, which took 2+ hours. India is not among the 24 serious countries so I was in second batch. Passengers came from London is the highest risk so last batch. A passenger lived with a patient was separated.
Read 18 tweets
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Wuraola Oyewusi
@wuraoyewusi
Next steps in your #DataScience Education.

Now that you can do basic python programming,set up your environment,know some tools, probably worked with the iris species classification,predicted the Titanic survival rate and you're stuck wondering about the next steps.
The goal of the next step in your #DataScience journey is to understand how decisions about data, algorithms and tools are made.

So I'll suggest the textbook end-to-end work-through where you know what every line does

Textbooks let you follow the thought process of the author
My top three books for this stage are :

Python Data Science Handbook by Jake VanderPlas

Python Machine Learning by Sebastian  Raschka.

Hands-On Machine Learning with Scikit-Learn and TensorFlow by Aurelien Geron.
Read 4 tweets
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Javier Nogales
@fjnogales
Some ideas and recommendations for clustering in data science. First thing to remember: clustering is very subjective. A little thread #datascience 👇
Clustering tools are based on distances or dissimilarity measures, and try to achieve high intra-cluster similarity while low inter-cluster similarity
Because clustering is subjective, a good robustness analysis is needed
Read 5 tweets
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Alex Salvi
@alexsalvinews
#NEW: New York Times fact-checker Gina Chérélus deletes over a decade worth of racist and homophobic Tweets (archived tweets shown below).
Read 4 tweets
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Oladeji Stephen
@RealSaintSteven
Automation Tools To Ease Your Data Science Project

Working on Data Science Project can be overwhelming for beginners esp student that intend to carry our a research in this field.

Below are some automation tools that data science professional can use.
#DataScience #Thread
1 WEKA
Weka is a collection of machine learning algorithms for data mining tasks. It contains tools for data preparation, classification, regression, clustering, association rules mining, and visualization
#WEKA help you discover practical data mining &learn to mine your own data
#WEKA make it easy for you to play around with data and it gives you test options regarding how you split your #dataset.
I once used WEKA to get result 'clue' for Classification of EEG signal using AIRS, Immuno, CLONALG.

Download WEKA: cs.waikato.ac.nz/ml/weka/
Read 11 tweets
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Data Science Unicorn
@DataScienceUni
My top book recommendations for data scientists to read as part of their personal development.
#datascience #personaldevelopment
(A thread built from link.medium.com/MXM1owRj0X) 1/
In the Data Science Venn diagram a data scientist exists at the convergence of skills in mathematics & statistics, hacking and domain expertise¹. But alongside this is the importance of soft skills in data science roles².
¹drewconway.com/zia/2013/3/26/…
²towardsdatascience.com/soft-skills-wi… 2/
To be effective a data scientist should possess strong communication skills; be able to negotiate & persuade stakeholders; to lead projects & teams to success, in a range of commercial or industrial environments. This motivated me to compile this list of book recommendations. 3/
Read 16 tweets

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