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
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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The specs
Engine: 3-litre twin-turbo V6
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