Part 3 – When do the goals come?

By Edwin Delgado

If you had the power to deduce when goals are going to happen, would you want to know? The timing of a goal depends on a vast range of factors, from strategy, positioning, talent and many others.

For this exercise, I decided to take the record of goals in the previous five world cups from France 1998 to Brazil 2014 to give you a little insight as to when during a match is the best time for a goal to scored on a purely statistical sense.

As the games are going to take place early in the morning, you may want to consider sleeping an extra hour and watching only one-half of some of the games, or maybe at work and can only take a 1-hour break, so here is what the numbers say.

If you make the commitment to watch only one half of a game, choose the second half. Through five World Cups, 244 goals have been scored in the first half and 363 in the second half, meaning percentage wise, second halves on average see 48 percent more goals. In the bigger picture is about 40/60.

Now, with many having to work during the time the matches are taking place, you may want to know something at a more precise level to take your “Bathroom Break”

Here is what I did, I divided the game into six, 15-minute intervals to see what moments in the match tend to have the most goals.

Unsurprisingly, the first 15 minutes of a match tend to have the fewer number of goals. It’s completely normal, the first 10 to 15 minutes often serve as the study period used to know who the opponent is lining up before fully implementing your own strategy. The opening minutes have 28 percent fewer goals than the average.

The numbers improve a bit in the next two 15 minute intervals, In the 240 matches that have been played in the group stage, there have been 85 goals scored from the 16th to 30th minute and 87 from the 31st minute to the half. Despite the increase that’s still 15 percent below average.

In the next two intervals (46th to 60th and 61st to 75th) 101 and 100 goals have been scored which is right at the average mark, but one of the main reasons the world cup is such a great event in which emotions can change in the blink of an eye is how often late goals come. 160 goals have been scored after the 75th minute. The last 15 minutes and aggregate time average 60 percent more goals than the average and more than double of the opening 15 minutes.

One of the things to note is that three of the last opening games have featured a goal in the first 15 minutes of the game. In 1998 Brazil took an early lead against Scotland, in 2014 they scored an own goal 11 minutes into the game and the Germany- Costa Rica match in 2006 had two goals in the opening quarter hour.

When dividing when goals happen for each group there are a few intriguing stats, for example, group A has a high number of late goals scored in the first round of games with 13 goals scored after the 75th minute in 10 previous games.

Group B is has a high number of goals for all three rounds including 11 in the third round of games and group G has had 12 late goals in round 2, while goals are far more scarce in the other two rounds.

Here is the complete view:


Group A
Round 0-15 16-30 31-45+ 46-60 61-75 76-90+ Total 1H Total 2H Total
1 4 5 3 3 6 13 34 12 22
2 3 2 1 5 4 5 20 6 14
3 1 8 6 4 6 8 33 15 18
Total 8 15 10 12 16 26 87 33 54
Group B
Round 0-15 16-30 31-45+ 46-60 61-75 76-90+ Total 1H Total 2H Total
1 6 1 5 5 3 8 28 12 16
2 4 4 4 3 5 8 28 12 16
3 2 2 6 6 4 11 31 10 21
Total 12 7 15 14 12 27 87 34 53
Group C
Round 0-15 16-30 31-45+ 46-60 61-75 76-90+ Total 1H Total 2H Total
1 2 3 4 3 5 6 23 9 14
2 4 2 7 4 4 7 28 13 15
3 6 4 7 3 5 7 32 17 15
Total 12 9 18 10 14 20 83 39 44
Group D
Round 0-15 16-30 31-45+ 46-60 61-75 76-90+ Total 1H  Total 2H Total
1 3 7 3 5 4 5 27 13 14
2 3 2 3 0 3 5 16 8 8
3 6 3 0 5 5 7 26 9 17
Total 12 12 6 10 12 17 69 30 39
Group E
Round 0-15 16-30 31-45+ 46-60 61-75 76-90+ Total 1H Total 2H Total
1 1 4 7 5 4 7 28 12 16
2 2 5 7 3 7 5 29 14 15
3 4 5 3 1 4 6 23 12 11
Total 7 14 17 9 15 18 80 38 42
Group F
Round 0-15 16-30 31-45+ 46-60 61-75 76-90+ Total 1H Total 2H Total
1 1 2 1 2 5 5 16 4 12
2 2 4 1 2 2 6 17 7 10
3 4 2 4 9 1 7 27 10 17
Total 7 8 6 13 8 18 60 21 39
Group G
Round 0-15 16-30 31-45+ 46-60 61-75 76-90+ Total 1H Total 2H Total
1 3 1 5 3 2 5 19 9 10
2 3 4 0 9 4 12 32 7 25
3 2 5 1 4 2 4 18 8 10
Total 8 10 6 16 8 21 69 24 45
Group H
Round 0-15 16-30 31-45+ 46-60 61-75 76-90+ Total 1H Total 2H Total
1 1 5 2 7 7 4 26 8 18
2 3 4 3 5 5 7 27 10 17
3 2 1 4 5 3 4 19 7 12
Total 6 10 9 17 15 15 72 25 47
Grand Total 72 85 87 101 100 162 607 244 363

The dynamic for the Knockout Stage is just slightly different. The four 15-minute intervals that run from the 30th minute through the 75th minute of a game average about 4.4 to 5 goals per tournament, while the first 15 and last 15 minutes average 7.2 and 7.4 goals per tournament.

Extra time goals were not factored into these numbers, in the last five tournaments a total of 18 goals have been scored in extra time with nearly half of them (8) scored in the 2014 World Cup in Brazil.


How a 48-team World Cup would look like

The vast amount of criticizing and outrage that has ensued FIFA’s decision to expand the World Cup from 32 to 48 teams is unsurprising and for the most part completely deserved.

As much as I personally dislike the new 48-team format approved by FIFA in January, I do find it puzzling that many of the sports commentators who voiced their opinion had no concern it exaggerating when making some of their claims.

Last week’s announcement of the proposed allocation of bids per confederation was an opportunity for skeptics like myself and a large group of sports journalists around the world to pile on that criticism.

It’s no secret that the decision was based on two core premises: More games generate more TV content that generates more money, and the second is a political move by FIFA’s President Gianni Infantino to get full support for future FIFA elections from smaller nations who now have a much better shot at reaching the World Cup.

I could go on and on about it but now it’s not the time. However, while listening to a multitude of opinions out there, I noticed a particularly annoying trend that a large number of people in the journalism and social media worlds have spread around.

“Imagine tuning  a World Cup game to watch Salomon Islands against Nicaragua, that’s exciting for you?” I heard a host of a TV host say.

It’s absolutely true that the changes will dilute the quality of the tournament particularly during the group stage, however, you don’t do yourself or your audience any good by basing your arguments on outrageous and almost impossible scenarios.

Others resort to mentioning the first bad national teams that come to their head, other more responsibly look at the current FIFA Rankings to give people an idea of the type of teams that could qualify in an expanded field of 48. But no one has taken a realistic enough approach of how the field would look like under the new format, until now.


I did what any responsible adult and contributing member of society would do, I wasted a full day at my day job to find the best way to predict how a 48-team World Cup field would look like (you’re welcome!). I managed to do just that using the qualifying standings from the last World Cup (Brazil 2014) and see what other teams would’ve made the tournament if the field of 48 was in place for the 2014 World Cup.

According to the latest proposal announced, 16 European nations along with six representatives from South America, six from CONCACAF, nine from Africa, eight from Asia and one from Oceania are expected to make up the field plus an additional two qualifiers.

Now, I’ll guide you through the process of what I did. The first step was to identify those that would’ve been if Brazil 2014 had 48 participating nations. The teams that didn’t qualify but would’ve in a 48 team tournament are Panama, Jamaica, Venezuela, Sweden, Ukraine, Romania, New Zealand, Burkina Faso, Egypt, Tunisia, Senegal, Ethiopia, Uzbekistan, Jordan, Qatar, and Oman. Are feeling excited now?

Now, I made up a rule that I think could be very interesting to consider moving forward which could help give the qualifiers a bit more value. I used the following criteria to pick the 16 seeded teams: the host country (Brazil), the defending world champion (Spain) plus the best performers in all confederations excluding Oceania:  Argentina, Germany, United States, Iran, and Ghana who were automatically set as seeded teams.

The remaining nine spots were decided by the October 2013 rankings, the same FIFA used for the World Cup final draw, meaning Belgium, Colombia, Portugal, Italy, Chile, Switzerland, Germany, Japan, Netherlands, Spain, Uruguay, and England would’ve also been seeded teams and France would’ve still missed out. I conducted a real draw at home (Yes, I have no social life) to get a sense of how Brazil 2014 could have played out if it had 48 teams. I used balls with the names of the participating countries and split them into three pots, the 16 seeded nations I just mentioned were placed in Pot 1.

I placed the remaining teams that made it to Brazil in Pot 2 and the 16 add-ons on Pot 3. The only rule of the draw was that no less and no more than one European team had to be drawn in each group.

Now the FIFA’s proposal calls for the first team out of all confederations except Europe to compete in a six-team playoff tournament to determine the six final spots in the World Cup, the participating teams could have been: Venezuela, Peru, Egypt, Iraq, Guatemala and New Caledonia. I picked Venezuela and Egypt as my two final teams.

Group A Group B Group C Group D
Group E Group F Group G Group H
Group I Group J Group K Group L
Group M Group N Group O Group P

How about that? Even with a 48-team World Cup U.S. somehow still manages to fall in the group of death.

Even though there is a good possibility that you’ll have some very uninteresting groups such Group C (Belgium, Iran, and Panama) or Group M (Netherlands, Cameroon, and Qatar), there is still potential for good matchups in the group stage, not many but there are a few such as England  v. Ecuador, Uruguay v. Russia, U.S. v. Sweden, Switzerland v. Mexico, and Ghana v. Croatia.

One of the most outrageous exaggerations that I’ve heard from multiple people especially on television who claim they would never watch a game until the quarterfinal stage because some of these so-called pundits have no clue of what they’re talking about and have made no effort looking into how a 48-World Cup may look like.

I’m willing to bet all the money I’ve in my 401(k) (About $45) that any real soccer fan would not want to miss most of the Round of 32 matchups.

Here is a sneak peak of what they may look like:

Brazil vs. Bosnia-Herzegovina

Belgium vs. Ukraine

Argentina vs. Australia

Colombia vs. Iran

United States vs. Algeria

Italy vs. Ghana

Portugal vs. Sweden

Croatia vs. Egypt

Chile vs. Switzerland

Mexico vs. Tunisia

Germany vs. Senegal

France vs. Ivory Coast

Netherlands vs. Costa Rica

Spain vs. Cameroon

Uruguay vs. Ecuador

England vs. Russia

So, there you have it! a serious look at how a 48-team World Cup can look like. Later this week I will give you another example where I would use the United States as the host of the 2026 World Cup and select teams based on a combination of current form (Current 2018 WCQ standing) and historical accomplishments to build sort of a best case scenario. I will go a step further for that one as I will assign host cities and build a full schedule. Also, I’ll work on a different post in which I will reform each confederations qualifiers to keep them as interesting as possible, so stay tuned for those upcoming posts.

-Everything worth doing is worth overdoing.