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.”
Joker: Folie a Deux
Starring: Joaquin Phoenix, Lady Gaga, Brendan Gleeson
Director: Todd Phillips
Rating: 2/5
Our family matters legal consultant
Name: Hassan Mohsen Elhais
Position: legal consultant with Al Rowaad Advocates and Legal Consultants.
Company%20profile
%3Cp%3E%3Cstrong%3EName%3A%3C%2Fstrong%3E%20WallyGPT%3Cbr%3E%3Cstrong%3EStarted%3A%20%3C%2Fstrong%3E2014%3Cbr%3E%3Cstrong%3EFounders%3A%20%3C%2Fstrong%3ESaeid%20and%20Sami%20Hejazi%3Cbr%3E%3Cstrong%3EBased%3A%3C%2Fstrong%3E%20Dubai%3Cbr%3E%3Cstrong%3ESector%3A%20%3C%2Fstrong%3EFinTech%3Cbr%3E%3Cstrong%3EInvestment%20raised%3A%20%3C%2Fstrong%3E%247.1%20million%3Cbr%3E%3Cstrong%3ENumber%20of%20staff%3A%3C%2Fstrong%3E%2020%3Cbr%3E%3Cstrong%3EInvestment%20stage%3A%20%3C%2Fstrong%3EPre-seed%20round%3C%2Fp%3E%0A
The%20Genius%20of%20Their%20Age
%3Cp%3EAuthor%3A%20S%20Frederick%20Starr%3Cbr%3EPublisher%3A%20Oxford%20University%20Press%3Cbr%3EPages%3A%20290%3Cbr%3EAvailable%3A%20January%2024%3C%2Fp%3E%0A
Gully Boy
Director: Zoya Akhtar
Producer: Excel Entertainment & Tiger Baby
Cast: Ranveer Singh, Alia Bhatt, Kalki Koechlin, Siddhant Chaturvedi
Rating: 4/5 stars
RACECARD
%3Cp%3E%0D%3Cstrong%3E6pm%3A%3C%2Fstrong%3E%20Abu%20Dhabi%20Land%20Forces%20-%20Maiden%20(TB)%20Dh82%2C500%20(Dirt)%201%2C200m%0D%3Cbr%3E%3Cstrong%3E6.35pm%3A%20%3C%2Fstrong%3EDubai%20Naval%20Forces%20-%20Maiden%20(TB)%20Dh82%2C500%20(D)%201%2C400m%0D%3Cbr%3E%3Cstrong%3E7.10pm%3A%3C%2Fstrong%3E%20Sharjah%20Air%20Force%20-%20Maiden%20(TB)%20Dh82%2C500%20(D)%201%2C200m%0D%3Cbr%3E%3Cstrong%3E7.45pm%3A%20%3C%2Fstrong%3EAjman%20Presidential%20Guard%20-%20Handicap%20(TB)%20Dh95%2C000%20(D)%201%2C200m%0D%3Cbr%3E%3Cstrong%3E8.20pm%3A%3C%2Fstrong%3E%20Dubai%20Creek%20Mile%20%E2%80%93%20Listed%20(TB)%20Dh132%2C500%20(D)%201%2C600m%0D%3Cbr%3E%3Cstrong%3E8.55pm%3A%20%3C%2Fstrong%3EUmm%20Al%20Quwain%20and%20Ras%20Al%20Khaimah%20Joint%20Aviation%20-%20Rated%20Conditions%20(TB)%20Dh95%2C000%20(D)%201%2C600m%0D%3Cbr%3E%3Cstrong%3E9.30pm%3A%3C%2Fstrong%3E%20Fujairah%20National%20Service%20and%20Reserve%20-%20Handicap%20(TB)%20Dh82%2C500%20(D)%201%2C400m%3C%2Fp%3E%0A
Engine: 5.6-litre V8
Transmission: seven-speed automatic
Power: 400hp
Torque: 560Nm
Price: Dh234,000 - Dh329,000
On sale: now
The specs
Engine: 6.2-litre supercharged V8
Power: 712hp at 6,100rpm
Torque: 881Nm at 4,800rpm
Transmission: 8-speed auto
Fuel consumption: 19.6 l/100km
Price: Dh380,000
On sale: now
BMW M5 specs
Engine: 4.4-litre twin-turbo V-8 petrol enging with additional electric motor
Power: 727hp
Torque: 1,000Nm
Transmission: 8-speed auto
Fuel consumption: 10.6L/100km
On sale: Now
Price: From Dh650,000
Our family matters legal consultant
Name: Hassan Mohsen Elhais
Position: legal consultant with Al Rowaad Advocates and Legal Consultants.
German intelligence warnings
- 2002: "Hezbollah supporters feared becoming a target of security services because of the effects of [9/11] ... discussions on Hezbollah policy moved from mosques into smaller circles in private homes." Supporters in Germany: 800
- 2013: "Financial and logistical support from Germany for Hezbollah in Lebanon supports the armed struggle against Israel ... Hezbollah supporters in Germany hold back from actions that would gain publicity." Supporters in Germany: 950
- 2023: "It must be reckoned with that Hezbollah will continue to plan terrorist actions outside the Middle East against Israel or Israeli interests." Supporters in Germany: 1,250
Source: Federal Office for the Protection of the Constitution
WHY%20AAYAN%20IS%20'PERFECT%20EXAMPLE'
%3Cp%3EDavid%20White%20might%20be%20new%20to%20the%20country%2C%20but%20he%20has%20clearly%20already%20built%20up%20an%20affinity%20with%20the%20place.%3Cbr%3E%3Cbr%3EAfter%20the%20UAE%20shocked%20Pakistan%20in%20the%20semi-final%20of%20the%20Under%2019%20Asia%20Cup%20last%20month%2C%20White%20was%20hugged%20on%20the%20field%20by%20Aayan%20Khan%2C%20the%20team%E2%80%99s%20captain.%3Cbr%3E%3Cbr%3EWhite%20suggests%20that%20was%20more%20a%20sign%20of%20Aayan%E2%80%99s%20amiability%20than%20anything%20else.%20But%20he%20believes%20the%20young%20all-rounder%2C%20who%20was%20part%20of%20the%20winning%20Gulf%20Giants%20team%20last%20year%2C%20is%20just%20the%20sort%20of%20player%20the%20country%20should%20be%20seeking%20to%20produce%20via%20the%20ILT20.%3Cbr%3E%3Cbr%3E%E2%80%9CHe%20is%20a%20delightful%20young%20man%2C%E2%80%9D%20White%20said.%20%E2%80%9CHe%20played%20in%20the%20competition%20last%20year%20at%2017%2C%20and%20look%20at%20his%20development%20from%20there%20till%20now%2C%20and%20where%20he%20is%20representing%20the%20UAE.%3Cbr%3E%3Cbr%3E%E2%80%9CHe%20was%20influential%20in%20the%20U19%20team%20which%20beat%20Pakistan.%20He%20is%20the%20perfect%20example%20of%20what%20we%20are%20all%20trying%20to%20achieve%20here.%3Cbr%3E%3Cbr%3E%E2%80%9CIt%20is%20about%20the%20development%20of%20players%20who%20are%20going%20to%20represent%20the%20UAE%20and%20go%20on%20to%20help%20make%20UAE%20a%20force%20in%20world%20cricket.%E2%80%9D%C2%A0%3C%2Fp%3E%0A
Killing of Qassem Suleimani
Our legal advisor
Ahmad El Sayed is Senior Associate at Charles Russell Speechlys, a law firm headquartered in London with offices in the UK, Europe, the Middle East and Hong Kong.
Experience: Commercial litigator who has assisted clients with overseas judgments before UAE courts. His specialties are cases related to banking, real estate, shareholder disputes, company liquidations and criminal matters as well as employment related litigation.
Education: Sagesse University, Beirut, Lebanon, in 2005.
Abu Dhabi GP weekend schedule
Friday
First practice, 1pm
Second practice, 5pm
Saturday
Final practice, 2pm
Qualifying, 5pm
Sunday
Etihad Airways Abu Dhabi Grand Prix (55 laps), 5.10pm
AIR
%3Cp%3E%3Cstrong%3EDirector%3A%20%3C%2Fstrong%3EBen%20Affleck%3Cbr%3E%3Cbr%3E%3Cstrong%3EStars%3A%20%3C%2Fstrong%3EMatt%20Damon%2C%20Jason%20Bateman%2C%20Ben%20Affleck%2C%20Viola%20Davis%3Cbr%3E%3Cbr%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%204%2F5%3C%2Fp%3E%0A
What sanctions would be reimposed?
Under ‘snapback’, measures imposed on Iran by the UN Security Council in six resolutions would be restored, including:
- An arms embargo
- A ban on uranium enrichment and reprocessing
- A ban on launches and other activities with ballistic missiles capable of delivering nuclear weapons, as well as ballistic missile technology transfer and technical assistance
- A targeted global asset freeze and travel ban on Iranian individuals and entities
- Authorisation for countries to inspect Iran Air Cargo and Islamic Republic of Iran Shipping Lines cargoes for banned goods
Six large-scale objects on show
- Concrete wall and windows from the now demolished Robin Hood Gardens housing estate in Poplar
- The 17th Century Agra Colonnade, from the bathhouse of the fort of Agra in India
- A stagecloth for The Ballet Russes that is 10m high – the largest Picasso in the world
- Frank Lloyd Wright’s 1930s Kaufmann Office
- A full-scale Frankfurt Kitchen designed by Margarete Schütte-Lihotzky, which transformed kitchen design in the 20th century
- Torrijos Palace dome
