Google data can help forecast coronavirus peak


Jamie Prentis
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Internet data on coronavirus-related symptom searches through Google could help to predict a peak in infections about 17 days in advance, researchers said.

A team from University College London said that search data could complement public health surveillance tracking for the coronavirus and new infectious diseases.

The study, published in Nature Digital Medicine, included data from countries such as Australia, Italy, South Africa, the UK and US.

Lead author Dr Vasileios Lampos said that online search activity has already been used to track the spread of flu and that the research provided a new set of tools to track the coronavirus.

“We have shown that our approach works on different countries irrespective of cultural, socioeconomic and climate differences,” he said.

“Our analysis was also among the first to find an association between coronavirus incidence and searches about the symptoms of loss of sense of smell and skin rash. We are delighted that public health organisations such as Public Health England have also recognised the utility of these novel and non-traditional approaches to epidemiology.”

Search queries such as "blue face", loss of smell or appetite, "pink eye" and shortness of breath related to “the top-five most impactful symptoms with regards to estimating confirmed cases”, the study said.

Co-author Prof Michael Edelstein, of Bar-Ilan University, near Tel Aviv in Israel, said early detection offered the best chance of tackling health emergencies such as the coronavirus.

“Using innovative approaches to disease detection such as analysing internet search activity to complement established approaches is the best way to identify outbreaks early,” he said.

“We can at least use the plethora of data sets around Covid-19 for further experimentation and validation of such techniques in an attempt to complement current epidemiological approaches and be better prepared for the next pandemic.”

Three ways to get a gratitude glow

By committing to at least one of these daily, you can bring more gratitude into your life, says Ong.

  • During your morning skincare routine, name five things you are thankful for about yourself.
  • As you finish your skincare routine, look yourself in the eye and speak an affirmation, such as: “I am grateful for every part of me, including my ability to take care of my skin.”
  • In the evening, take some deep breaths, notice how your skin feels, and listen for what your skin is grateful for.
Ireland v Denmark: The last two years

Denmark 1-1 Ireland 

7/06/19, Euro 2020 qualifier 

Denmark 0-0 Ireland

19/11/2018, Nations League

Ireland 0-0 Denmark

13/10/2018, Nations League

Ireland 1 Denmark 5

14/11/2017, World Cup qualifier

Denmark 0-0 Ireland

11/11/2017, World Cup qualifier

 

 

 

UAE currency: the story behind the money in your pockets
The biog

Born: Kuwait in 1986
Family: She is the youngest of seven siblings
Time in the UAE: 10 years
Hobbies: audiobooks and fitness: she works out every day, enjoying kickboxing and basketball

The biog

Favourite film: The Notebook  

Favourite book: What I know for sure by Oprah Winfrey

Favourite quote: “Social equality is the only basis of human happiness” Nelson Madela.           Hometown: Emmen, The Netherlands

Favourite activities: Walking on the beach, eating at restaurants and spending time with friends

Job: Founder and Managing Director of Mawaheb from Beautiful Peopl

The burning issue

The internal combustion engine is facing a watershed moment – major manufacturer Volvo is to stop producing petroleum-powered vehicles by 2021 and countries in Europe, including the UK, have vowed to ban their sale before 2040. The National takes a look at the story of one of the most successful technologies of the last 100 years and how it has impacted life in the UAE. 

Read part four: an affection for classic cars lives on

Read part three: the age of the electric vehicle begins

Read part two: how climate change drove the race for an alternative 

World Cup League Two

Results

Oman beat Nepal by 18 runs

Oman beat United States by six wickets

Nepal beat United States by 35 runs

Oman beat Nepal by eight wickets

 

Fixtures

Tuesday, Oman v United States

Wednesday, Nepal v United States

 

SPECS
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Power: 400hp

Torque: 475Nm

Transmission: 9-speed automatic

Price: From Dh215,900

On sale: Now

The specs: 2018 Nissan 370Z Nismo

The specs: 2018 Nissan 370Z Nismo
Price, base / as tested: Dh182,178
Engine: 3.7-litre V6
Power: 350hp @ 7,400rpm
Torque: 374Nm @ 5,200rpm
Transmission: Seven-speed automatic
​​​​​​​Fuel consumption, combined: 10.5L / 100km