If you are a foodie and love experimenting with flavours, how does a shrimp and egg salad sound for lunch? Or a tender juicy steak, just out of the oven, topped with a dollop of cheddar or Camembert, to be precise. And did you know mushrooms go smashingly well with nearly every common fruit, from apples to apricots and even coconut?
These food pairings may sound unappealing or at least unusual to most people, but Dr Ganesh Bagler of the Indraprastha Institute of Information Technology, New Delhi, says otherwise – and he has the data and research to show for it.
Can we encode the intelligence of a chef into a computer, or can a computer fool a chef into thinking a recipe is real?
The computational gastronomy expert has taken the food and drink industry by storm with his ground-breaking work on flavour molecules and its corresponding database, FlavorDB.
His laboratory has also developed DietRX, an archive of nearly 2,000 foods, their chemical and genetic compositions, and their effect on health, which can enable culinary and drug interventions. (Ayurvedic diets are a historically important example of the belief in healing via appropriate foods.)
“The power of data and food together is magic,” says Bagler.
Already, chefs such as Garima Arora of Restaurant Gaa in Bangkok, are using Bagler's research to fuel their own food experiments. "What I find amazing about Bagler's research is that his approach actually enables us to know exactly what makes up a cuisine – the things that make Indian cuisine Indian," Arora, who is the first Indian woman with a Michelin star to her name, tells The National.
“Once we have that knowledge, we can truly get to the main taste of a cuisine, which will help us do away with the flavours and ingredients we don’t need.”
Bagler’s work is also critical to Arora’s Food Forward India, a non-profit initiative that aims to broaden the narrative around Indian food. “It fits into the framework by being a forward-thinking initiative, one that serves the purpose of codifying a cuisine, and identifying, quantitatively, its identity,” says project manager Matylda Grzelak.
Bagler, who is now considered the pioneer of computational gastronomy in India, credits curiosity for his success. Having studied various subjects from graduation through to postdoctoral studies – quantum mechanics, computer science, computational biology, computational neuroscience and molecular genetics – Bagler returned to India in 2010 following a stint at Berlin’s Max Planck Institute for Molecular Genetics.
He joined the CSIR-Institute of Himalayan Bioresource Technology at Palampur as a researcher, and worked on medicinal plants in the western Himalayas, and on diseases such as cancer and asthma. But it was not enough.
“I like to explain things; I’m a teacher,” he says. This led him to the prestigious Indian Institute of Technology Jodhpur and finally IIIT-Delhi.
How Heston Blumenthal kickstarted his work in food
Bagler's foray into gastronomy happened when he came across a 2011 paper that took off from British chef Heston Blumenthal’s food-pairing hypothesis: foods that share flavour molecules will taste better together than those that do not.
For example, chocolate and blue cheese taste great together because they share 73 flavours (Blumenthal’s interest was piqued when he paired white chocolate and caviar, and hit the right notes). This led to companies such as Foodpairing, which present thousands of combinations of ingredients for chefs to experiment with.
“Historically speaking, dishes have evolved over millennia from single-ingredient meals to complex ones,” says Bagler. “Cooking techniques and creative expression aside, why are some ingredients used together and others not?” This was one of the critical questions that led Bagler to expand his research. “Food science has been around, but it explored aspects such as the shelf life of foods or how to enhance sensory enjoyment. Now, people are looking at food from a data perspective.”
What Bagler did differently was focus on Indian food, which he found is different from other cuisines because of the spices. Breaking down a collection of the late, celebrated Indian chef Tarla Dalal’s recipes, Bagler realised that spices form the basis of food-pairing in Indian cuisine. Having divided various foods into 26 categories – vegetables, dairy, lentils, meats, etc – he saw that mixing up items across all other sections did not cause too much of a shift in flavour, but when the spices were shuffled, the taste changed entirely.
Spices are the molecular fulcrum of Indian food
For example, you could replace spinach with fenugreek leaves in palak paneer and there would not be much change in the dish, but if you replaced turmeric with cinnamon, the very essence of the preparation alters. “Spices are the molecular fulcrum of Indian food,” says Bagler.
Flavour technology rather than food technology
In 2015, Bagler and his team of researchers sent this study to international science journals, which uploaded it to an open server where it was picked up by MIT Tech Review. This changed Bagler’s life. “I only understood the academic value of this work, not its futuristic value,” he says. “It took me a year to understand that this had led to the creation of a new field of study, and now, over the past five years, I’ve been developing the foundations of this area.”
From 2,543 of Dalal’s recipes to nearly 158,000 global recipes, Bagler’s database has expanded exponentially. Not only is the data free to access on various websites and apps, but the information is also provided in excruciating detail, from the scientific names of elements to a comprehensive flavour network, possible pairings and health benefits. Bagler is also due to launch RecipeDB at a conference – postponed amid the Covid-19 crisis – where a massive collection of structured recipes will be available for everyone from chefs and cooking enthusiasts, to restaurateurs, multinationals and scientific organisations to use freely.
“People know food technology, but they do not know about flavour technology,” says Deepika Nadiminti, a flavourist at Mane India, which develops flavours for the dairy, confectionery and drinks industries. “Bagler’s database is an all-in-one resource, where we can identify everything from flavour molecules to physical and chemical properties, and experiment easily,” she says.
While Bagler consults for institutions such as the Indian Institute of Hotel Management and Symbiosis School of Culinary Arts, as well as a range of multinationals, chefs also swear by his research, which has “significantly reduced time spent on developing new dishes”, says Akshay Malhotra, a chef, food consultant and former student of the Culinary Institute of America.
“FlavorDB will help us to understand the science behind Indian food, and it is only the beginning of how artificial intelligence will influence the food industry,” he says.
This aspect is also key to Bagler’s future experiments. “Can we encode the intelligence of a chef into a computer, or can a computer fool a chef into thinking a recipe is real?” says Malhotra.
Can human creativity, which is at the heart of cooking, be reproduced using AI? It remains to be seen. For now, Malhotra’s observations pertain to FlavorDB complementing chefs’ instincts about pairing ingredients.
As celebrity chefs Manjit Gill and Akshraj Jodha describe Bagler's work, he is successfully quantifying the knowledge that, until now, was only intuitively available to a cook – and everyone from chefs and diners to scientists will benefit from it.
THE SPECS
Engine: 1.5-litre, four-cylinder turbo
Transmission: seven-speed dual clutch automatic
Power: 169bhp
Torque: 250Nm
Price: Dh54,500
On sale: now
Ferrari 12Cilindri specs
Engine: naturally aspirated 6.5-liter V12
Power: 819hp
Torque: 678Nm at 7,250rpm
Price: From Dh1,700,000
Available: Now
The specs
Engine: 4.0-litre flat-six
Torque: 450Nm at 6,100rpm
Transmission: 7-speed PDK auto or 6-speed manual
Fuel economy, combined: 13.8L/100km
On sale: Available to order now
Evacuations to France hit by controversy
- Over 500 Gazans have been evacuated to France since November 2023
- Evacuations were paused after a student already in France posted anti-Semitic content and was subsequently expelled to Qatar
- The Foreign Ministry launched a review to determine how authorities failed to detect the posts before her entry
- Artists and researchers fall under a programme called Pause that began in 2017
- It has benefited more than 700 people from 44 countries, including Syria, Turkey, Iran, and Sudan
- Since the start of the Gaza war, it has also included 45 Gazan beneficiaries
- Unlike students, they are allowed to bring their families to France
Pharaoh's curse
British aristocrat Lord Carnarvon, who funded the expedition to find the Tutankhamun tomb, died in a Cairo hotel four months after the crypt was opened.
He had been in poor health for many years after a car crash, and a mosquito bite made worse by a shaving cut led to blood poisoning and pneumonia.
Reports at the time said Lord Carnarvon suffered from “pain as the inflammation affected the nasal passages and eyes”.
Decades later, scientists contended he had died of aspergillosis after inhaling spores of the fungus aspergillus in the tomb, which can lie dormant for months. The fact several others who entered were also found dead withiin a short time led to the myth of the curse.
Key findings of Jenkins report
- Founder of the Muslim Brotherhood, Hassan al Banna, "accepted the political utility of violence"
- Views of key Muslim Brotherhood ideologue, Sayyid Qutb, have “consistently been understood” as permitting “the use of extreme violence in the pursuit of the perfect Islamic society” and “never been institutionally disowned” by the movement.
- Muslim Brotherhood at all levels has repeatedly defended Hamas attacks against Israel, including the use of suicide bombers and the killing of civilians.
- Laying out the report in the House of Commons, David Cameron told MPs: "The main findings of the review support the conclusion that membership of, association with, or influence by the Muslim Brotherhood should be considered as a possible indicator of extremism."
Benefits of first-time home buyers' scheme
- Priority access to new homes from participating developers
- Discounts on sales price of off-plan units
- Flexible payment plans from developers
- Mortgages with better interest rates, faster approval times and reduced fees
- DLD registration fee can be paid through banks or credit cards at zero interest rates
Specs
Engine: 51.5kW electric motor
Range: 400km
Power: 134bhp
Torque: 175Nm
Price: From Dh98,800
Available: Now
The specs
AT4 Ultimate, as tested
Engine: 6.2-litre V8
Power: 420hp
Torque: 623Nm
Transmission: 10-speed automatic
Price: From Dh330,800 (Elevation: Dh236,400; AT4: Dh286,800; Denali: Dh345,800)
On sale: Now
F1 The Movie
Starring: Brad Pitt, Damson Idris, Kerry Condon, Javier Bardem
Director: Joseph Kosinski
Rating: 4/5
'Ghostbusters: From Beyond'
Director: Jason Reitman
Starring: Paul Rudd, Carrie Coon, Finn Wolfhard, Mckenna Grace
Rating: 2/5
EU's%2020-point%20migration%20plan
%3Cp%3E1.%20Send%20EU%20border%20guards%20to%20Balkans%3C%2Fp%3E%0A%3Cp%3E2.%20%E2%82%AC40%20million%20for%20training%20and%20surveillance%3C%2Fp%3E%0A%3Cp%3E3.%20Review%20EU%20border%20protection%3C%2Fp%3E%0A%3Cp%3E4.%20Reward%20countries%20that%20fund%20Balkans%C2%A0%3C%2Fp%3E%0A%3Cp%3E5.%20Help%20Balkans%20improve%20asylum%20system%3C%2Fp%3E%0A%3Cp%3E6.%20Improve%20migrant%20reception%20facilities%C2%A0%3C%2Fp%3E%0A%3Cp%3E7.%20Close%20gaps%20in%20EU%20registration%20system%3C%2Fp%3E%0A%3Cp%3E8.%20Run%20pilots%20of%20faster%20asylum%20system%3C%2Fp%3E%0A%3Cp%3E9.%20Improve%20relocation%20of%20migrants%20within%20EU%3C%2Fp%3E%0A%3Cp%3E10.%20Bolster%20migration%20unit%20in%20Greece%3C%2Fp%3E%0A%3Cp%3E11.%20Tackle%20smuggling%20at%20Serbia%2FHungary%20border%3C%2Fp%3E%0A%3Cp%3E12.%20Implement%20%E2%82%AC30%20million%20anti-smuggling%20plan%3C%2Fp%3E%0A%3Cp%3E13.%20Sanctions%20on%20transport%20linked%20to%20smuggling%3C%2Fp%3E%0A%3Cp%3E14.%20Expand%20pilot%20deportation%20scheme%20in%20Bosnia%C2%A0%3C%2Fp%3E%0A%3Cp%3E15.%20Training%20for%20Balkans%20to%20deport%20migrants%3C%2Fp%3E%0A%3Cp%3E16.%20Joint%20task%20forces%20with%20Balkans%20and%20countries%20of%20origin%3C%2Fp%3E%0A%3Cp%3E17.%20Close%20loopholes%20in%20Balkan%20visa%20policy%C2%A0%3C%2Fp%3E%0A%3Cp%3E18.%20Monitor%20migration%20laws%20passed%20in%20Balkans%C2%A0%3C%2Fp%3E%0A%3Cp%3E19.%20Use%20visa-free%20travel%20as%20leverage%20over%20Balkans%C2%A0%3C%2Fp%3E%0A%3Cp%3E20.%20Joint%20EU%20messages%20to%20Balkans%20and%20countries%20of%20origin%3C%2Fp%3E%0A
Profile of Tarabut Gateway
Founder: Abdulla Almoayed
Based: UAE
Founded: 2017
Number of employees: 35
Sector: FinTech
Raised: $13 million
Backers: Berlin-based venture capital company Target Global, Kingsway, CE Ventures, Entrée Capital, Zamil Investment Group, Global Ventures, Almoayed Technologies and Mad’a Investment.
Killing of Qassem Suleimani
RESULTS
5pm: Wathba Stallions Cup – Handicap (PA) Dh70,000 (Turf) 2,200m
Winner: M'A Yaromoon, Jesus Rosales (jockey), Khalifa Al Neydai (trainer)
5.30pm: Khor Al Baghal – Conditions (PA) Dh80,000 (T) 1,600m
Winner: No Riesgo Al Maury, Antonio Fresu, Ibrahim Al Hadhrami
6pm: Khor Faridah – Handicap (PA) Dh80,000 (T) 1,600m
Winner: JAP Almahfuz, Royston Ffrench, Irfan Ellahi
6.30pm: Abu Dhabi Fillies Classic – Prestige (PA) Dh110,000 (T) 1,400m
Winner: Mahmouda, Pat Cosgrave, Abdallah Al Hammadi
7pm: Abu Dhabi Colts Classic – Prestige (PA) Dh110,000 (T) 1,400m
Winner: AS Jezan, George Buckell, Ahmed Al Mehairbi
7.30pm: Khor Laffam – Handicap (TB) Dh80,000 (T) 2,200m
Winner: Dolman, Antonio Fresu, Bhupath Seemar
Indoor Cricket World Cup Dubai 2017
Venue Insportz, Dubai; Admission Free
Fixtures - Open Men 2pm: India v New Zealand, Malaysia v UAE, Singapore v South Africa, Sri Lanka v England; 8pm: Australia v Singapore, India v Sri Lanka, England v Malaysia, New Zealand v South Africa
Fixtures - Open Women Noon: New Zealand v England, UAE v Australia; 6pm: England v South Africa, New Zealand v Australia
Read more about the coronavirus
More on animal trafficking
UAE currency: the story behind the money in your pockets
The biog
Name: Greg Heinricks
From: Alberta, western Canada
Record fish: 56kg sailfish
Member of: International Game Fish Association
Company: Arabian Divers and Sportfishing Charters
Killing of Qassem Suleimani
MEYDAN CARD
6.30pm Al Maktoum Challenge Round-1 Group One (PA) US$65,000 (Dirt) 1,600m
7.05pm Handicap (TB) $175,000 (Turf) 1,200m
7.40pm UAE 2000 Guineas Trial Conditions (TB) $100,000 (D) 1,600m
8.15pm Singspiel Stakes Group Two (TB) $250,000 (T) 1,800m
8.50pm Handicap (TB) $135,000 (T) 1,600m
9.25pm Al Maktoum Challenge Round-1 Group Two (TB) $350,000 (D) 1,600m
10pm Dubai Trophy Conditions (TB) $100,000 (T) 1,200m
10.35pm Handicap (TB) $135,000 (T) 1,600m
The National selections:
6.30pm AF Alwajel
7.05pm Ekhtiyaar
7.40pm First View
8.15pm Benbatl
8.50pm Zakouski
9.25pm: Kimbear
10pm: Chasing Dreams
10.35pm: Good Fortune
Funk Wav Bounces Vol.1
Calvin Harris
Columbia
Company Profile
Name: Thndr
Started: 2019
Co-founders: Ahmad Hammouda and Seif Amr
Sector: FinTech
Headquarters: Egypt
UAE base: Hub71, Abu Dhabi
Current number of staff: More than 150
Funds raised: $22 million
PROFILE OF INVYGO
Started: 2018
Founders: Eslam Hussein and Pulkit Ganjoo
Based: Dubai
Sector: Transport
Size: 9 employees
Investment: $1,275,000
Investors: Class 5 Global, Equitrust, Gulf Islamic Investments, Kairos K50 and William Zeqiri
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 one: how cars came to the UAE
Mohammed bin Zayed Majlis
How to watch Ireland v Pakistan in UAE
When: The one-off Test starts on Friday, May 11
What time: Each day’s play is scheduled to start at 2pm UAE time.
TV: The match will be broadcast on OSN Sports Cricket HD. Subscribers to the channel can also stream the action live on OSN Play.
Abu Dhabi traffic facts
Drivers in Abu Dhabi spend 10 per cent longer in congested conditions than they would on a free-flowing road
The highest volume of traffic on the roads is found between 7am and 8am on a Sunday.
Travelling before 7am on a Sunday could save up to four hours per year on a 30-minute commute.
The day was the least congestion in Abu Dhabi in 2019 was Tuesday, August 13.
The highest levels of traffic were found on Sunday, November 10.
Drivers in Abu Dhabi lost 41 hours spent in traffic jams in rush hour during 2019
US households add $601bn of debt in 2019
American households borrowed another $601 billion (Dh2.2bn) in 2019, the largest yearly gain since 2007, just before the global financial crisis, according to February data from the New York Federal Reserve Bank.
Fuelled by rising mortgage debt as homebuyers continued to take advantage of low interest rates, the increase last year brought total household debt to a record high, surpassing the previous peak reached in 2008 just before the market crash, according to the report.
Following the 22nd straight quarter of growth, American household debt swelled to $14.15 trillion by the end of 2019, the New York Fed said in its quarterly report.
In the final three months of the year, new home loans jumped to their highest volume since the fourth quarter of 2005, while credit cards and auto loans also added to the increase.
The bad debt load is taking its toll on some households, and the New York Fed warned that more and more credit card borrowers — particularly young people — were falling behind on their payments.
"Younger borrowers, who are disproportionately likely to have credit cards and student loans as their primary form of debt, struggle more than others with on-time repayment," New York Fed researchers said.
Results
5pm: Handicap (PA) Dh80,000 1,400m; Winner: Faiza, Sandro Paiva (jockey), Ali Rashid Al Raihe (trainer).
5.30pm: Handicap (TB) Dh90,000 1,400m; Winner: Greeley, Connor Beasley, Helal Al Alawi.
6pm: Emirates Fillies Classic Prestige (PA) Dh100,000 1,600m; Winner: Marzaga, Jim Crowley, Ana Mendez.
6.30pm: Emirates Colts Classic Prestige (PA) Dh100,000 1,600m; Winner: Jawaal, Jim Crowley, Majed Al Jahouri.
7pm: Wathba Stallions Cup Handicap (PA) Dh70,000 1,600m; Winner: AF Ashras, Tadhg O’Shea, Ernst Oertel.
7.30pm: Handicap (PA) Dh80,000 2,200m; Winner: Somoud, Richard Mullen, Ahmed Al Mehairbi.
Specs
Engine: Electric motor generating 54.2kWh (Cooper SE and Aceman SE), 64.6kW (Countryman All4 SE)
Power: 218hp (Cooper and Aceman), 313hp (Countryman)
Torque: 330Nm (Cooper and Aceman), 494Nm (Countryman)
On sale: Now
Price: From Dh158,000 (Cooper), Dh168,000 (Aceman), Dh190,000 (Countryman)
Kibsons%20Cares
%3Cp%3E%3Cstrong%3ERecycling%3Cbr%3E%3C%2Fstrong%3EAny%20time%20you%20receive%20a%20Kibsons%20order%2C%20you%20can%20return%20your%20cardboard%20box%20to%20the%20drivers.%20They%E2%80%99ll%20be%20happy%20to%20take%20it%20off%20your%20hands%20and%20ensure%20it%20gets%20reused%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EKind%20to%20health%20and%20planet%3C%2Fstrong%3E%3Cbr%3ESolar%20%E2%80%93%2025-50%25%20of%20electricity%20saved%3Cbr%3EWater%20%E2%80%93%2075%25%20of%20water%20reused%3Cbr%3EBiofuel%20%E2%80%93%20Kibsons%20fleet%20to%20get%2020%25%20more%20mileage%20per%20litre%20with%20biofuel%20additives%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ESustainable%20grocery%20shopping%3C%2Fstrong%3E%3Cbr%3ENo%20antibiotics%3Cbr%3ENo%20added%20hormones%3Cbr%3ENo%20GMO%3Cbr%3ENo%20preservatives%3Cbr%3EMSG%20free%3Cbr%3E100%25%20natural%3C%2Fp%3E%0A
The bio
Favourite vegetable: Broccoli
Favourite food: Seafood
Favourite thing to cook: Duck l'orange
Favourite book: Give and Take by Adam Grant, one of his professors at University of Pennsylvania
Favourite place to travel: Home in Kuwait.
Favourite place in the UAE: Al Qudra lakes
Results
6.30pm Al Maktoum Challenge Round-3 Group 1 (PA) US$100,000 (Dirt) 2,000m, Winner Bandar, Fernando Jara (jockey), Majed Al Jahouri (trainer).
7.05pm Meydan Classic Listed (TB) $175,000 (Turf) 1,600m, Winner Well Of Wisdom, William Buick, Charlie Appleby.
7.40pm Handicap (TB) $135,000 (T) 2,000m, Winner Star Safari, Mickael Barzalona, Charlie Appleby.
8.15pm Handicap (TB) $135,000 (D) 1,600m, Winner Moqarrar, Fabrice Veron, Erwan Charpy.
8.50pm Nad Al Sheba Trophy Group 2 (TB) $300,000 (T) 2,810m, Winner Secret Advisor, William Buick, Charlie Appleby.
9.25pm Curlin Stakes Listed (TB) $175,000 (D) 2,000m, Winner Parsimony, William Buick, Doug O’Neill.
10pm Handicap (TB) $135,000 (T) 2,000m, Winner Simsir, Ronan Whelan, Michael Halford.
10.35pm Handicap (TB) $175,000 (T) 1,400m, Winner Velorum, Mickael Barzalona, Charlie Appleby.
More on Turkey's Syria offence
BUNDESLIGA FIXTURES
Saturday, May 16 (kick-offs UAE time)
Borussia Dortmund v Schalke (4.30pm)
RB Leipzig v Freiburg (4.30pm)
Hoffenheim v Hertha Berlin (4.30pm)
Fortuna Dusseldorf v Paderborn (4.30pm)
Augsburg v Wolfsburg (4.30pm)
Eintracht Frankfurt v Borussia Monchengladbach (7.30pm)
Sunday, May 17
Cologne v Mainz (4.30pm),
Union Berlin v Bayern Munich (7pm)
Monday, May 18
Werder Bremen v Bayer Leverkusen (9.30pm)
MORE ON INTERNATIONAL JUSTICE
Honeymoonish
%3Cp%3E%3Cstrong%3EDirector%3A%3C%2Fstrong%3E%20Elie%20El%20Samaan%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EStarring%3A%20%3C%2Fstrong%3ENour%20Al%20Ghandour%2C%20Mahmoud%20Boushahri%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%203%2F5%3C%2Fp%3E%0A
hall of shame
SUNDERLAND 2002-03
No one has ended a Premier League season quite like Sunderland. They lost each of their final 15 games, taking no points after January. They ended up with 19 in total, sacking managers Peter Reid and Howard Wilkinson and losing 3-1 to Charlton when they scored three own goals in eight minutes.
SUNDERLAND 2005-06
Until Derby came along, Sunderland’s total of 15 points was the Premier League’s record low. They made it until May and their final home game before winning at the Stadium of Light while they lost a joint record 29 of their 38 league games.
HUDDERSFIELD 2018-19
Joined Derby as the only team to be relegated in March. No striker scored until January, while only two players got more assists than goalkeeper Jonas Lossl. The mid-season appointment Jan Siewert was to end his time as Huddersfield manager with a 5.3 per cent win rate.
ASTON VILLA 2015-16
Perhaps the most inexplicably bad season, considering they signed Idrissa Gueye and Adama Traore and still only got 17 points. Villa won their first league game, but none of the next 19. They ended an abominable campaign by taking one point from the last 39 available.
FULHAM 2018-19
Terrible in different ways. Fulham’s total of 26 points is not among the lowest ever but they contrived to get relegated after spending over £100 million (Dh457m) in the transfer market. Much of it went on defenders but they only kept two clean sheets in their first 33 games.
LA LIGA: Sporting Gijon, 13 points in 1997-98.
BUNDESLIGA: Tasmania Berlin, 10 points in 1965-66
OPTA'S PREDICTED TABLE
1. Liverpool 101 points
2. Manchester City 80
3. Leicester 67
4. Chelsea 63
5. Manchester United 61
6. Tottenham 58
7. Wolves 56
8. Arsenal 56
9. Sheffield United 55
10. Everton 50
11. Burnley 49
12. Crystal Palace 49
13. Newcastle 46
14. Southampton 44
15. West Ham 39
16. Brighton 37
17. Watford 36
18. Bournemouth 36
19. Aston Villa 32
20. Norwich City 29
Masters%20of%20the%20Air
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War 2
Director: Ayan Mukerji
Stars: Hrithik Roshan, NTR, Kiara Advani, Ashutosh Rana
Rating: 2/5
COMPANY%20PROFILE
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2019 ASIAN CUP FINAL
Japan v Qatar
Friday, 6pm
Zayed Sports City Stadium, Abu Dhabi
The First Monday in May
Director: Andrew Rossi
Starring: Anna Wintour, Karl Lagerfeld, John Paul Gaultier, Rihanna
Three stars
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
Ipaf in numbers
Established: 2008
Prize money: $50,000 (Dh183,650) for winners and $10,000 for those on the shortlist.
Winning novels: 13
Shortlisted novels: 66
Longlisted novels: 111
Total number of novels submitted: 1,780
Novels translated internationally: 66
