Geospatial Analysis

Geography of Goals

Altitude, latitude, distance and isolation: how much does the physical world shape results? Some of the answers are large, and some of the things everybody knows turn out not to be there.

+12.4
against +6.2 everywhere
Host Surplus Above 2,000 m
2.90
against 2.89 in all games
Goals in Tropical Derbies
26.0%
against 26.4% under 500 km
Away Wins Beyond 5,000 km
+1.7
against +7.3 on the mainland
Island Host Surplus

Reading The Host Surplus

A home win rate mostly tells you how good the home team is. To measure a place, this page compares what hosts actually took from their games with what their ratings said they should: a win is one point, a draw half. The host surplus is the difference per 100 games. Hosts everywhere beat expectation a little, so every figure is shown beside that baseline.

The Altitude Effect

Do hosts do better the higher the ground? Measured against expectation, yes, and sharply above 2,000 metres.

+6.050.6% host wins · 1,309 citiesBelow 500 m
+5.549.0% host wins · 130 cities500 - 1,000 m
+7.152.1% host wins · 119 cities1,000 - 2,000 m
+12.455.3% host wins · 27 citiesAbove 2,000 m

Altitude Against Host Surplus

Each point is a city with 20 or more rated home games, sized by games hosted.

The Highest Grounds

The loftiest cities with enough games to judge. Altitude helps most, but not all.

La Paz, Bolivia · 3,646 m
+16.2
52.0% host wins in 127 games
Quito, Ecuador · 2,831 m
+15.4
58.9% host wins in 107 games
Bogotá, Colombia · 2,557 m
+0.1
38.8% host wins in 85 games
Addis Ababa, Ethiopia · 2,444 m
+8.3
49.7% host wins in 169 games
Asmara, Eritrea · 2,329 m
-4.1
27.3% host wins in 22 games
Sanaa, Yemen · 2,257 m
+4.6
40.8% host wins in 49 games
Mexico City, Mexico · 2,230 m
+19.3
71.3% host wins in 202 games
Johannesburg, South Africa · 1,740 m
+13.7
55.1% host wins in 69 games

Latitude Bands

Teams grouped by how far north or south their home is: what they score, what they concede, and what happens when two neighbours meet.

1,424avg rating · 13 teams · 38.8% winsFar North
1,422avg rating · 58 teams · 40.8% winsNorthern
1,408avg rating · 41 teams · 40.6% winsSubtropical North
1,382avg rating · 156 teams · 35.9% winsTropical
1,440avg rating · 12 teams · 40.3% winsSouthern

Far North is 55°N and beyond, Northern 40-55°N, Subtropical North from the Tropic of Cancer to 40°N, Tropical between the tropics, and Southern everything beyond the Tropic of Capricorn. A team is placed by its home location.

The Travel Factor

Does a long journey cost results? Across the whole record, barely: the away win rate is much the same at 300 kilometres as at 7,000.

Distance Travelled Against Result

Win rate by how far the team travelled. The boxes show how widely individual teams differ.

Distances are estimates: a team is taken to travel from home, or straight from its previous venue when the two games are a few days apart or in the same finals tournament.

Most Travelled Teams

1Australia
2,494,693 km
2Brazil
2,462,506 km
3Argentina
2,336,058 km
4Uruguay
2,172,903 km
5Mexico
2,052,791 km
6South Korea
1,728,934 km
7Chile
1,702,357 km
8Paraguay
1,692,799 km
9New Zealand
1,463,190 km
10Japan
1,441,770 km

Island Nations

The most isolated island nations, by distance to their nearest neighbour. Isolation does not make a fortress: island hosts beat expectation by less than mainland ones.

Australia

1,969 km to New Caledonia

57.4% home wins in 244 ▲ +5.2
New Zealand

1,803 km to New Caledonia

58.6% home wins in 128 ▲ +8.9
Seychelles

1,347 km to Somalia

27.8% home wins in 54 ▼ -10.4
Bermuda

1,329 km to USA

41.8% home wins in 91 ▼ -1.8
Solomon Islands

1,289 km to Tuvalu

49.1% home wins in 57 ▼ -0.9
Japan

1,155 km to South Korea

57.4% home wins in 312 ▲ +6.1
Tahiti

1,147 km to Cook Islands

59.1% home wins in 44 ▲ +2.9
Philippines

1,113 km to Hong Kong

39.4% home wins in 104 ▼ -7.0
Indonesia

895 km to Singapore

50.0% home wins in 244 ▲ +6.5
Madagascar

856 km to Réunion

50.4% home wins in 115 ▲ +7.5
Chinese Taipei

813 km to Hong Kong

34.3% home wins in 70 ▼ -8.7
Iceland

801 km to Faroe Islands

40.9% home wins in 215 ▲ +1.1

The arrow is the host surplus: points per 100 home games above or below what the team's rating expected. Island nations with 30 or more rated home games.

Global Goals Map

Average goals per game in every city with 10 or more games. Size is games played; colour is goals.