primus852/AlgoQatar

Qatar 2022

Algorithm for the Qatar World Cup 2022

Foreword

The final dataframe is a complete list of all teams participating in the World Cup 2022. It can be used for a Poisson Process for example to determine a probable outcome for a given match.

Given a goal-scoring rate (avg. goals per 90 minutes), we can create a Gamma Distribution, which can be used to show the probability for certain amount of goals.

Step 1 - Crawl Data

In order to generate all data, please run gen_df_data.py. This will get all data from specified Cups.

Example: _gen_cup_df(2018) will get all stats from all players who participated in the 2018 World Cup.

Repeating that method with various other Cups will generate summaries per Team per Cup in individual CSVs and their folders.

Please note: If a player participated in multiple cups, he will only be attributed once in the final dataframe, as the stats are already averaged stats throughout his TOTAL career (all games played in the respecting national team).

After every team (and the games) has been crawled, the script will run through all the participants of the CURRENT cup and add them as well.

Step 2 - Fix Data

Some crawled Participant csvs in wcCurrent turned out to be empty. In order to fix that feed the url and team name to fix_data.py. The url needs to come from the WorldCup Participant Page.

Step 3 - Predict

Single Game

Please run calculate.py and enter Home and Away Participant. This will output the result in the console.

Batch Games

Please run batch_calculate.py and feed a csv to it, e.g. data/matches_groups.csv. This will generate a Markdown output in the console.

Results

Group Stage

Game 1 - Qatar vs. Ecuador

Probablities Qatar	Top 3 Scores - Qatar	Top 3 Scores - Ecuador	Possible Results
Win: 0.0% Lose: 63.0% Tie: 37.0%	100.0%: 0 Goal(s) 0.0%: 8 Goal(s)	36.8%: 0 Goal(s) 18.4%: 2 Goal(s)	0-0: 36.8% 0-2: 18.4% 8-0: 0.0% 8-2: 0.0%

Game 2 - England vs. IR Iran

Probablities England	Top 3 Scores - England	Top 3 Scores - IR Iran	Possible Results
Win: 53.0% Lose: 17.0% Tie: 31.0%	36.1%: 1 Goal(s) 29.7%: 0 Goal(s) 21.9%: 2 Goal(s)	57.7%: 0 Goal(s) 31.7%: 1 Goal(s) 8.7%: 2 Goal(s)	1-0: 20.83% 1-1: 11.44% 1-2: 3.14% 0-0: 17.14% 0-1: 9.41% 0-2: 2.58% 2-0: 12.64% 2-1: 6.94% 2-2: 1.91%

Game 3 - Senegal vs. Netherlands

Probablities Senegal	Top 3 Scores - Senegal	Top 3 Scores - Netherlands	Possible Results
Win: 28.0% Lose: 49.0% Tie: 23.0%	35.4%: 1 Goal(s) 27.3%: 0 Goal(s) 23.0%: 2 Goal(s)	29.7%: 1 Goal(s) 26.8%: 2 Goal(s) 16.4%: 0 Goal(s)	1-1: 10.51% 1-2: 9.49% 1-0: 5.81% 0-1: 8.11% 0-2: 7.32% 0-0: 4.48% 2-1: 6.83% 2-2: 6.16% 2-0: 3.77%

Game 4 - United States vs. Wales

Probablities United States	Top 3 Scores - United States	Top 3 Scores - Wales	Possible Results
Win: 69.0% Lose: 0.0% Tie: 31.0%	36.2%: 1 Goal(s) 30.6%: 0 Goal(s) 21.4%: 2 Goal(s)	100.0%: 0 Goal(s) 0.0%: 8 Goal(s)	1-0: 36.2% 1-8: 0.0% 0-0: 30.6% 0-8: 0.0% 2-0: 21.4% 2-8: 0.0%

Game 5 - Argentina vs. Saudi Arabia

Probablities Argentina	Top 3 Scores - Argentina	Top 3 Scores - Saudi Arabia	Possible Results
Win: 64.0% Lose: 11.0% Tie: 26.0%	33.5%: 1 Goal(s) 25.1%: 2 Goal(s) 22.3%: 0 Goal(s)	63.8%: 0 Goal(s) 28.7%: 1 Goal(s) 6.5%: 2 Goal(s)	1-0: 21.37% 1-1: 9.61% 1-2: 2.18% 2-0: 16.01% 2-1: 7.2% 2-2: 1.63% 0-0: 14.23% 0-1: 6.4% 0-2: 1.45%

Game 6 - Denmark vs. Tunisia

Probablities Denmark	Top 3 Scores - Denmark	Top 3 Scores - Tunisia	Possible Results
Win: 35.0% Lose: 34.0% Tie: 31.0%	36.8%: 1 Goal(s) 36.2%: 0 Goal(s) 18.7%: 2 Goal(s)	36.8%: 0 Goal(s) 18.4%: 2 Goal(s)	1-0: 13.54% 1-2: 6.77% 0-0: 13.32% 0-2: 6.66% 2-0: 6.88% 2-2: 3.44%

Game 7 - Mexico vs. Poland

Probablities Mexico	Top 3 Scores - Mexico	Top 3 Scores - Poland	Possible Results
Win: 40.0% Lose: 28.0% Tie: 32.0%	36.8%: 1 Goal(s) 36.0%: 0 Goal(s) 18.8%: 2 Goal(s)	44.9%: 0 Goal(s) 35.9%: 1 Goal(s) 14.4%: 2 Goal(s)	1-0: 16.52% 1-1: 13.21% 1-2: 5.3% 0-0: 16.16% 0-1: 12.92% 0-2: 5.18% 2-0: 8.44% 2-1: 6.75% 2-2: 2.71%

Game 8 - France vs. Australia

Probablities France	Top 3 Scores - France	Top 3 Scores - Australia	Possible Results
Win: 43.0% Lose: 30.0% Tie: 27.0%	34.9%: 1 Goal(s) 25.7%: 0 Goal(s) 23.7%: 2 Goal(s)	36.7%: 1 Goal(s) 34.1%: 0 Goal(s) 19.7%: 2 Goal(s)	1-1: 12.81% 1-0: 11.9% 1-2: 6.88% 0-1: 9.43% 0-0: 8.76% 0-2: 5.06% 2-1: 8.7% 2-0: 8.08% 2-2: 4.67%

Game 9 - Morocco vs. Croatia

Probablities Morocco	Top 3 Scores - Morocco	Top 3 Scores - Croatia	Possible Results
Win: 13.0% Lose: 61.0% Tie: 26.0%	60.7%: 0 Goal(s) 30.3%: 1 Goal(s) 7.6%: 2 Goal(s)	33.8%: 1 Goal(s) 24.8%: 2 Goal(s) 23.1%: 0 Goal(s)	0-1: 20.52% 0-2: 15.05% 0-0: 14.02% 1-1: 10.24% 1-2: 7.51% 1-0: 7.0% 2-1: 2.57% 2-2: 1.88% 2-0: 1.76%

Game 10 - Germany vs. Japan

Probablities Germany	Top 3 Scores - Germany	Top 3 Scores - Japan	Possible Results
Win: 62.0% Lose: 18.0% Tie: 20.0%	26.9%: 2 Goal(s) 24.7%: 1 Goal(s) 19.5%: 3 Goal(s)	36.7%: 1 Goal(s) 33.7%: 0 Goal(s) 19.9%: 2 Goal(s)	2-1: 9.87% 2-0: 9.07% 2-2: 5.35% 1-1: 9.06% 1-0: 8.32% 1-2: 4.92% 3-1: 7.16% 3-0: 6.57% 3-2: 3.88%

Game 11 - Spain vs. Costa Rica

Probablities Spain	Top 3 Scores - Spain	Top 3 Scores - Costa Rica	Possible Results
Win: 52.0% Lose: 24.0% Tie: 24.0%	31.4%: 1 Goal(s) 26.3%: 2 Goal(s) 18.7%: 0 Goal(s)	36.8%: 1 Goal(s) 35.3%: 0 Goal(s) 19.1%: 2 Goal(s)	1-1: 11.56% 1-0: 11.08% 1-2: 6.0% 2-1: 9.68% 2-0: 9.28% 2-2: 5.02% 0-1: 6.88% 0-0: 6.6% 0-2: 3.57%

Game 12 - Belgium vs. Canada

Probablities Belgium	Top 3 Scores - Belgium	Top 3 Scores - Canada	Possible Results
Win: 83.0% Lose: 0.0% Tie: 17.0%	30.4%: 1 Goal(s) 26.6%: 2 Goal(s) 17.4%: 0 Goal(s)	100.0%: 0 Goal(s) 0.0%: 8 Goal(s)	1-0: 30.4% 1-8: 0.0% 2-0: 26.6% 2-8: 0.0% 0-0: 17.4% 0-8: 0.0%

Game 13 - Switzerland vs. Cameroon

Probablities Switzerland	Top 3 Scores - Switzerland	Top 3 Scores - Cameroon	Possible Results
Win: 53.0% Lose: 16.0% Tie: 32.0%	36.3%: 1 Goal(s) 31.1%: 0 Goal(s) 21.2%: 2 Goal(s)	60.7%: 0 Goal(s) 30.3%: 1 Goal(s) 7.6%: 2 Goal(s)	1-0: 22.03% 1-1: 11.0% 1-2: 2.76% 0-0: 18.88% 0-1: 9.42% 0-2: 2.36% 2-0: 12.87% 2-1: 6.42% 2-2: 1.61%

Game 14 - Uruguay vs. Korea Republic

Probablities Uruguay	Top 3 Scores - Uruguay	Top 3 Scores - Korea Republic	Possible Results
Win: 41.0% Lose: 32.0% Tie: 27.0%	35.0%: 1 Goal(s) 25.9%: 0 Goal(s) 23.6%: 2 Goal(s)	36.4%: 1 Goal(s) 31.7%: 0 Goal(s) 20.9%: 2 Goal(s)	1-1: 12.74% 1-0: 11.1% 1-2: 7.32% 0-1: 9.43% 0-0: 8.21% 0-2: 5.41% 2-1: 8.59% 2-0: 7.48% 2-2: 4.93%

Game 15 - Portugal vs. Ghana

Probablities Portugal	Top 3 Scores - Portugal	Top 3 Scores - Ghana	Possible Results
Win: 45.0% Lose: 29.0% Tie: 27.0%	34.5%: 1 Goal(s) 24.7%: 0 Goal(s) 24.2%: 2 Goal(s)	36.7%: 1 Goal(s) 34.6%: 0 Goal(s) 19.5%: 2 Goal(s)	1-1: 12.66% 1-0: 11.94% 1-2: 6.73% 0-1: 9.06% 0-0: 8.55% 0-2: 4.82% 2-1: 8.88% 2-0: 8.37% 2-2: 4.72%

Game 16 - Brazil vs. Serbia

Probablities Brazil	Top 3 Scores - Brazil	Top 3 Scores - Serbia	Possible Results
Win: 71.0% Lose: 11.0% Tie: 19.0%	27.0%: 2 Goal(s) 25.6%: 1 Goal(s) 19.0%: 3 Goal(s)	51.3%: 0 Goal(s) 34.2%: 1 Goal(s) 11.4%: 2 Goal(s)	2-0: 13.85% 2-1: 9.23% 2-2: 3.08% 1-0: 13.13% 1-1: 8.76% 1-2: 2.92% 3-0: 9.75% 3-1: 6.5% 3-2: 2.17%

Game 17 - Wales vs. IR Iran

Probablities Wales	Top 3 Scores - Wales	Top 3 Scores - IR Iran	Possible Results
Win: 0.0% Lose: 42.0% Tie: 58.0%	100.0%: 0 Goal(s) 0.0%: 8 Goal(s)	57.7%: 0 Goal(s) 31.7%: 1 Goal(s) 8.7%: 2 Goal(s)	0-0: 57.7% 0-1: 31.7% 0-2: 8.7% 8-0: 0.0% 8-1: 0.0% 8-2: 0.0%

Game 18 - Qatar vs. Senegal

Probablities Qatar	Top 3 Scores - Qatar	Top 3 Scores - Senegal	Possible Results
Win: 0.0% Lose: 73.0% Tie: 27.0%	100.0%: 0 Goal(s) 0.0%: 8 Goal(s)	35.4%: 1 Goal(s) 27.3%: 0 Goal(s) 23.0%: 2 Goal(s)	0-1: 35.4% 0-0: 27.3% 0-2: 23.0% 8-1: 0.0% 8-0: 0.0% 8-2: 0.0%

Game 19 - Netherlands vs. Ecuador

Probablities Netherlands	Top 3 Scores - Netherlands	Top 3 Scores - Ecuador	Possible Results
Win: 56.0% Lose: 21.0% Tie: 23.0%	29.7%: 1 Goal(s) 26.8%: 2 Goal(s) 16.4%: 0 Goal(s)	36.8%: 0 Goal(s) 18.4%: 2 Goal(s)	1-0: 10.93% 1-2: 5.46% 2-0: 9.86% 2-2: 4.93% 0-0: 6.04% 0-2: 3.02%

Game 20 - England vs. United States

Probablities England	Top 3 Scores - England	Top 3 Scores - United States	Possible Results
Win: 37.0% Lose: 35.0% Tie: 28.0%	36.1%: 1 Goal(s) 29.7%: 0 Goal(s) 21.9%: 2 Goal(s)	36.2%: 1 Goal(s) 30.6%: 0 Goal(s) 21.4%: 2 Goal(s)	1-1: 13.07% 1-0: 11.05% 1-2: 7.73% 0-1: 10.75% 0-0: 9.09% 0-2: 6.36% 2-1: 7.93% 2-0: 6.7% 2-2: 4.69%

Game 21 - Tunisia vs. Australia

Probablities Tunisia	Top 3 Scores - Tunisia	Top 3 Scores - Australia	Possible Results
Win: 33.0% Lose: 37.0% Tie: 30.0%	36.8%: 0 Goal(s) 18.4%: 2 Goal(s)	36.7%: 1 Goal(s) 34.1%: 0 Goal(s) 19.7%: 2 Goal(s)	0-1: 13.51% 0-0: 12.55% 0-2: 7.25% 2-1: 6.75% 2-0: 6.27% 2-2: 3.62%

Game 22 - Poland vs. Saudi Arabia

Probablities Poland	Top 3 Scores - Poland	Top 3 Scores - Saudi Arabia	Possible Results
Win: 41.0% Lose: 19.0% Tie: 40.0%	44.9%: 0 Goal(s) 35.9%: 1 Goal(s) 14.4%: 2 Goal(s)	63.8%: 0 Goal(s) 28.7%: 1 Goal(s) 6.5%: 2 Goal(s)	0-0: 28.65% 0-1: 12.89% 0-2: 2.92% 1-0: 22.9% 1-1: 10.3% 1-2: 2.33% 2-0: 9.19% 2-1: 4.13% 2-2: 0.94%

Game 23 - France vs. Denmark

Probablities France	Top 3 Scores - France	Top 3 Scores - Denmark	Possible Results
Win: 45.0% Lose: 28.0% Tie: 27.0%	34.9%: 1 Goal(s) 25.7%: 0 Goal(s) 23.7%: 2 Goal(s)	36.8%: 1 Goal(s) 36.2%: 0 Goal(s) 18.7%: 2 Goal(s)	1-1: 12.84% 1-0: 12.63% 1-2: 6.53% 0-1: 9.46% 0-0: 9.3% 0-2: 4.81% 2-1: 8.72% 2-0: 8.58% 2-2: 4.43%

Game 24 - Argentina vs. Mexico

Probablities Argentina	Top 3 Scores - Argentina	Top 3 Scores - Mexico	Possible Results
Win: 48.0% Lose: 26.0% Tie: 26.0%	33.5%: 1 Goal(s) 25.1%: 2 Goal(s) 22.3%: 0 Goal(s)	36.8%: 1 Goal(s) 36.0%: 0 Goal(s) 18.8%: 2 Goal(s)	1-1: 12.33% 1-0: 12.06% 1-2: 6.3% 2-1: 9.24% 2-0: 9.04% 2-2: 4.72% 0-1: 8.21% 0-0: 8.03% 0-2: 4.19%

Game 25 - Japan vs. Costa Rica

Probablities Japan	Top 3 Scores - Japan	Top 3 Scores - Costa Rica	Possible Results
Win: 36.0% Lose: 34.0% Tie: 30.0%	36.7%: 1 Goal(s) 33.7%: 0 Goal(s) 19.9%: 2 Goal(s)	36.8%: 1 Goal(s) 35.3%: 0 Goal(s) 19.1%: 2 Goal(s)	1-1: 13.51% 1-0: 12.96% 1-2: 7.01% 0-1: 12.4% 0-0: 11.9% 0-2: 6.44% 2-1: 7.32% 2-0: 7.02% 2-2: 3.8%

Game 26 - Belgium vs. Morocco

Probablities Belgium	Top 3 Scores - Belgium	Top 3 Scores - Morocco	Possible Results
Win: 68.0% Lose: 10.0% Tie: 22.0%	30.4%: 1 Goal(s) 26.6%: 2 Goal(s) 17.4%: 0 Goal(s)	60.7%: 0 Goal(s) 30.3%: 1 Goal(s) 7.6%: 2 Goal(s)	1-0: 18.45% 1-1: 9.21% 1-2: 2.31% 2-0: 16.15% 2-1: 8.06% 2-2: 2.02% 0-0: 10.56% 0-1: 5.27% 0-2: 1.32%

Game 27 - Croatia vs. Canada

Probablities Croatia	Top 3 Scores - Croatia	Top 3 Scores - Canada	Possible Results
Win: 77.0% Lose: 0.0% Tie: 23.0%	33.8%: 1 Goal(s) 24.8%: 2 Goal(s) 23.1%: 0 Goal(s)	100.0%: 0 Goal(s) 0.0%: 8 Goal(s)	1-0: 33.8% 1-8: 0.0% 2-0: 24.8% 2-8: 0.0% 0-0: 23.1% 0-8: 0.0%

Game 28 - Spain vs. Germany

Probablities Spain	Top 3 Scores - Spain	Top 3 Scores - Germany	Possible Results
Win: 30.0% Lose: 49.0% Tie: 21.0%	31.4%: 1 Goal(s) 26.3%: 2 Goal(s) 18.7%: 0 Goal(s)	26.9%: 2 Goal(s) 24.7%: 1 Goal(s) 19.5%: 3 Goal(s)	1-2: 8.45% 1-1: 7.76% 1-3: 6.12% 2-2: 7.07% 2-1: 6.5% 2-3: 5.13% 0-2: 5.03% 0-1: 4.62% 0-3: 3.65%

Game 29 - Cameroon vs. Serbia

Probablities Cameroon	Top 3 Scores - Cameroon	Top 3 Scores - Serbia	Possible Results
Win: 23.0% Lose: 34.0% Tie: 42.0%	60.7%: 0 Goal(s) 30.3%: 1 Goal(s) 7.6%: 2 Goal(s)	51.3%: 0 Goal(s) 34.2%: 1 Goal(s) 11.4%: 2 Goal(s)	0-0: 31.14% 0-1: 20.76% 0-2: 6.92% 1-0: 15.54% 1-1: 10.36% 1-2: 3.45% 2-0: 3.9% 2-1: 2.6% 2-2: 0.87%

Game 30 - Korea Republic vs. Ghana

Probablities Korea Republic	Top 3 Scores - Korea Republic	Top 3 Scores - Ghana	Possible Results
Win: 38.0% Lose: 33.0% Tie: 29.0%	36.4%: 1 Goal(s) 31.7%: 0 Goal(s) 20.9%: 2 Goal(s)	36.7%: 1 Goal(s) 34.6%: 0 Goal(s) 19.5%: 2 Goal(s)	1-1: 13.36% 1-0: 12.59% 1-2: 7.1% 0-1: 11.63% 0-0: 10.97% 0-2: 6.18% 2-1: 7.67% 2-0: 7.23% 2-2: 4.08%

Game 31 - Brazil vs. Switzerland

Probablities Brazil	Top 3 Scores - Brazil	Top 3 Scores - Switzerland	Possible Results
Win: 59.0% Lose: 20.0% Tie: 21.0%	27.0%: 2 Goal(s) 25.6%: 1 Goal(s) 19.0%: 3 Goal(s)	36.3%: 1 Goal(s) 31.1%: 0 Goal(s) 21.2%: 2 Goal(s)	2-1: 9.8% 2-0: 8.4% 2-2: 5.72% 1-1: 9.29% 1-0: 7.96% 1-2: 5.43% 3-1: 6.9% 3-0: 5.91% 3-2: 4.03%

Game 32 - Portugal vs. Uruguay

Probablities Portugal	Top 3 Scores - Portugal	Top 3 Scores - Uruguay	Possible Results
Win: 38.0% Lose: 36.0% Tie: 26.0%	34.5%: 1 Goal(s) 24.7%: 0 Goal(s) 24.2%: 2 Goal(s)	35.0%: 1 Goal(s) 25.9%: 0 Goal(s) 23.6%: 2 Goal(s)	1-1: 12.07% 1-0: 8.94% 1-2: 8.14% 0-1: 8.64% 0-0: 6.4% 0-2: 5.83% 2-1: 8.47% 2-0: 6.27% 2-2: 5.71%

Game 33 - Netherlands vs. Qatar

Probablities Netherlands	Top 3 Scores - Netherlands	Top 3 Scores - Qatar	Possible Results
Win: 84.0% Lose: 0.0% Tie: 16.0%	29.7%: 1 Goal(s) 26.8%: 2 Goal(s) 16.4%: 0 Goal(s)	100.0%: 0 Goal(s) 0.0%: 8 Goal(s)	1-0: 29.7% 1-8: 0.0% 2-0: 26.8% 2-8: 0.0% 0-0: 16.4% 0-8: 0.0%

Game 34 - Ecuador vs. Senegal

Probablities Ecuador	Top 3 Scores - Ecuador	Top 3 Scores - Senegal	Possible Results
Win: 29.0% Lose: 43.0% Tie: 28.0%	36.8%: 0 Goal(s) 18.4%: 2 Goal(s)	35.4%: 1 Goal(s) 27.3%: 0 Goal(s) 23.0%: 2 Goal(s)	0-1: 13.03% 0-0: 10.05% 0-2: 8.46% 2-1: 6.51% 2-0: 5.02% 2-2: 4.23%

Game 35 - IR Iran vs. United States

Probablities IR Iran	Top 3 Scores - IR Iran	Top 3 Scores - United States	Possible Results
Win: 17.0% Lose: 52.0% Tie: 31.0%	57.7%: 0 Goal(s) 31.7%: 1 Goal(s) 8.7%: 2 Goal(s)	36.2%: 1 Goal(s) 30.6%: 0 Goal(s) 21.4%: 2 Goal(s)	0-1: 20.89% 0-0: 17.66% 0-2: 12.35% 1-1: 11.48% 1-0: 9.7% 1-2: 6.78% 2-1: 3.15% 2-0: 2.66% 2-2: 1.86%

Game 36 - Wales vs. England

Probablities Wales	Top 3 Scores - Wales	Top 3 Scores - England	Possible Results
Win: 0.0% Lose: 70.0% Tie: 30.0%	100.0%: 0 Goal(s) 0.0%: 8 Goal(s)	36.1%: 1 Goal(s) 29.7%: 0 Goal(s) 21.9%: 2 Goal(s)	0-1: 36.1% 0-0: 29.7% 0-2: 21.9% 8-1: 0.0% 8-0: 0.0% 8-2: 0.0%

Game 37 - Tunisia vs. France

Probablities Tunisia	Top 3 Scores - Tunisia	Top 3 Scores - France	Possible Results
Win: 28.0% Lose: 45.0% Tie: 27.0%	36.8%: 0 Goal(s) 18.4%: 2 Goal(s)	34.9%: 1 Goal(s) 25.7%: 0 Goal(s) 23.7%: 2 Goal(s)	0-1: 12.84% 0-0: 9.46% 0-2: 8.72% 2-1: 6.42% 2-0: 4.73% 2-2: 4.36%

Game 38 - Australia vs. Denmark

Probablities Australia	Top 3 Scores - Australia	Top 3 Scores - Denmark	Possible Results
Win: 36.0% Lose: 33.0% Tie: 30.0%	36.7%: 1 Goal(s) 34.1%: 0 Goal(s) 19.7%: 2 Goal(s)	36.8%: 1 Goal(s) 36.2%: 0 Goal(s) 18.7%: 2 Goal(s)	1-1: 13.51% 1-0: 13.29% 1-2: 6.86% 0-1: 12.55% 0-0: 12.34% 0-2: 6.38% 2-1: 7.25% 2-0: 7.13% 2-2: 3.68%

Game 39 - Saudi Arabia vs. Mexico

Probablities Saudi Arabia	Top 3 Scores - Saudi Arabia	Top 3 Scores - Mexico	Possible Results
Win: 16.0% Lose: 49.0% Tie: 35.0%	63.8%: 0 Goal(s) 28.7%: 1 Goal(s) 6.5%: 2 Goal(s)	36.8%: 1 Goal(s) 36.0%: 0 Goal(s) 18.8%: 2 Goal(s)	0-1: 23.48% 0-0: 22.97% 0-2: 11.99% 1-1: 10.56% 1-0: 10.33% 1-2: 5.4% 2-1: 2.39% 2-0: 2.34% 2-2: 1.22%

Game 40 - Poland vs. Argentina

Probablities Poland	Top 3 Scores - Poland	Top 3 Scores - Argentina	Possible Results
Win: 20.0% Lose: 54.0% Tie: 26.0%	44.9%: 0 Goal(s) 35.9%: 1 Goal(s) 14.4%: 2 Goal(s)	33.5%: 1 Goal(s) 25.1%: 2 Goal(s) 22.3%: 0 Goal(s)	0-1: 15.04% 0-2: 11.27% 0-0: 10.01% 1-1: 12.03% 1-2: 9.01% 1-0: 8.01% 2-1: 4.82% 2-2: 3.61% 2-0: 3.21%

Game 41 - Canada vs. Morocco

Probablities Canada	Top 3 Scores - Canada	Top 3 Scores - Morocco	Possible Results
Win: 0.0% Lose: 39.0% Tie: 61.0%	100.0%: 0 Goal(s) 0.0%: 8 Goal(s)	60.7%: 0 Goal(s) 30.3%: 1 Goal(s) 7.6%: 2 Goal(s)	0-0: 60.7% 0-1: 30.3% 0-2: 7.6% 8-0: 0.0% 8-1: 0.0% 8-2: 0.0%

Game 42 - Croatia vs. Belgium

Probablities Croatia	Top 3 Scores - Croatia	Top 3 Scores - Belgium	Possible Results
Win: 32.0% Lose: 44.0% Tie: 23.0%	33.8%: 1 Goal(s) 24.8%: 2 Goal(s) 23.1%: 0 Goal(s)	30.4%: 1 Goal(s) 26.6%: 2 Goal(s) 17.4%: 0 Goal(s)	1-1: 10.28% 1-2: 8.99% 1-0: 5.88% 2-1: 7.54% 2-2: 6.6% 2-0: 4.32% 0-1: 7.02% 0-2: 6.14% 0-0: 4.02%

Game 43 - Costa Rica vs. Germany

Probablities Costa Rica	Top 3 Scores - Costa Rica	Top 3 Scores - Germany	Possible Results
Win: 17.0% Lose: 63.0% Tie: 20.0%	36.8%: 1 Goal(s) 35.3%: 0 Goal(s) 19.1%: 2 Goal(s)	26.9%: 2 Goal(s) 24.7%: 1 Goal(s) 19.5%: 3 Goal(s)	1-2: 9.9% 1-1: 9.09% 1-3: 7.18% 0-2: 9.5% 0-1: 8.72% 0-3: 6.88% 2-2: 5.14% 2-1: 4.72% 2-3: 3.72%

Game 44 - Japan vs. Spain

Probablities Japan	Top 3 Scores - Japan	Top 3 Scores - Spain	Possible Results
Win: 25.0% Lose: 51.0% Tie: 24.0%	36.7%: 1 Goal(s) 33.7%: 0 Goal(s) 19.9%: 2 Goal(s)	31.4%: 1 Goal(s) 26.3%: 2 Goal(s) 18.7%: 0 Goal(s)	1-1: 11.52% 1-2: 9.65% 1-0: 6.86% 0-1: 10.58% 0-2: 8.86% 0-0: 6.3% 2-1: 6.25% 2-2: 5.23% 2-0: 3.72%

Game 45 - Ghana vs. Uruguay

Probablities Ghana	Top 3 Scores - Ghana	Top 3 Scores - Uruguay	Possible Results
Win: 29.0% Lose: 43.0% Tie: 27.0%	36.7%: 1 Goal(s) 34.6%: 0 Goal(s) 19.5%: 2 Goal(s)	35.0%: 1 Goal(s) 25.9%: 0 Goal(s) 23.6%: 2 Goal(s)	1-1: 12.84% 1-0: 9.51% 1-2: 8.66% 0-1: 12.11% 0-0: 8.96% 0-2: 8.17% 2-1: 6.82% 2-0: 5.05% 2-2: 4.6%

Game 46 - Korea Republic vs. Portugal

Probablities Korea Republic	Top 3 Scores - Korea Republic	Top 3 Scores - Portugal	Possible Results
Win: 31.0% Lose: 43.0% Tie: 26.0%	36.4%: 1 Goal(s) 31.7%: 0 Goal(s) 20.9%: 2 Goal(s)	34.5%: 1 Goal(s) 24.7%: 0 Goal(s) 24.2%: 2 Goal(s)	1-1: 12.56% 1-0: 8.99% 1-2: 8.81% 0-1: 10.94% 0-0: 7.83% 0-2: 7.67% 2-1: 7.21% 2-0: 5.16% 2-2: 5.06%

Game 47 - Serbia vs. Switzerland

Probablities Serbia	Top 3 Scores - Serbia	Top 3 Scores - Switzerland	Possible Results
Win: 21.0% Lose: 48.0% Tie: 31.0%	51.3%: 0 Goal(s) 34.2%: 1 Goal(s) 11.4%: 2 Goal(s)	36.3%: 1 Goal(s) 31.1%: 0 Goal(s) 21.2%: 2 Goal(s)	0-1: 18.62% 0-0: 15.95% 0-2: 10.88% 1-1: 12.41% 1-0: 10.64% 1-2: 7.25% 2-1: 4.14% 2-0: 3.55% 2-2: 2.42%

Game 48 - Cameroon vs. Brazil

Probablities Cameroon	Top 3 Scores - Cameroon	Top 3 Scores - Brazil	Possible Results
Win: 8.0% Lose: 75.0% Tie: 17.0%	60.7%: 0 Goal(s) 30.3%: 1 Goal(s) 7.6%: 2 Goal(s)	27.0%: 2 Goal(s) 25.6%: 1 Goal(s) 19.0%: 3 Goal(s)	0-2: 16.39% 0-1: 15.54% 0-3: 11.53% 1-2: 8.18% 1-1: 7.76% 1-3: 5.76% 2-2: 2.05% 2-1: 1.95% 2-3: 1.44%

Finals

Will be updated with predictions per round the according results of the group stage.