Qatar World Cup
We put Data Science up front to play the percentages for the FIFA World Cup 2022.

Probabilities for making it through the group stage
For each team we show the percentage probability of progressing to the knockout stage once our model has predicted the outcome of every match played.
Netherlands is the strong favourite to progress from Group A but it looks close between Senegal and Ecuador as to who will join them. We don't rate host Qatar's chances of making the round of 16.
We expect Argentina, England, France, Spain, Belgium, Brazil and Portugal to progress to the quarter finals alongside Netherlands. Germany, Croatia, Denmark and Uruguay have a high chance of going through in their groups but groups A,B, C and G look tight in relation to the second team going through to the knockouts.
The model is predicting England to go through from Group B with Wales and USA battling it out to be the second team to go through. At the moment the model predicts that the USA will just pip Wales.

Who's going all the way?
As things stand, before a game has been played, our model suggests that one of Brazil, Argentina, France and Spain will win the World Cup. Brazil is favourite with a 16% chance. England is on 9%.
The model predicts that England has a 57% chance of reaching the quarter finals but only a 31% chance of getting to the semis. It also calculates that Wales has a 14% chance of reaching the quarter finals.
If Costa Rica was to win the World Cup it was represent the shock of all shocks as the model predicts that there is virtually no chance of that happening.

After each round of matches we will feed the results into the model to update it and amend the probabilities. Check back in or follow us on Twitter for the very latest FIFA World Cup predictions.