世界杯 学习赛数据集

包含了所有21届世界杯赛事（1930-2018）的比赛主办国、前四名队伍、总参赛队伍、总进球数、现场观众人数等汇总信息，包括如下字段：

Year: 举办年份
HostCountry: 举办国家
Winner: 冠军队伍
Second: 亚军队伍
Third: 季军队伍
Fourth: 第四名队伍
GoalsScored: 总进球数
QualifiedTeams: 总参赛队伍数
MatchesPlayed: 总比赛场数
Attendance: 现场观众总人数
HostContinent: 举办国所在洲
WinnerContinent: 冠军国家队所在洲
世界杯比赛比分汇总表：WorldCupMatches.csv
包含了所有21届世界杯赛事（1930-2014）单场比赛的信息，包括比赛时间、比赛主客队、比赛进球数、比赛裁判等信息。包括如下字段：

Year: 比赛（所属世界杯）举办年份
Datetime: 比赛具体日期
Stage: 比赛所属阶段，包括 小组赛（GroupX）、16进8（Quarter-Final）、半决赛（Semi-Final）、决赛（Final）等
Stadium: 比赛体育场
City: 比赛举办城市
Home Team Name: 主队名
Away Team Name: 客队名
Home Team Goals: 主队进球数
Away Team Goals: 客队进球数
Attendance: 现场观众数
Half-time Home Goals: 上半场主队进球数
Half-time Away Goals: 上半场客队进球数
Referee: 主裁
Assistant 1: 助理裁判1
Assistant 2: 助理裁判2
RoundID: 比赛所处阶段ID，和Stage字段对应
MatchID: 比赛ID
Home Team Initials: 主队名字缩写
Away Team Initials: 客队名字缩写
世界杯球员信息表：WorldCupPlayers.csv
RoundID: 比赛所处阶段ID，同比赛信息表的RoundID字段
MatchID: 比赛ID
Team Initials: 队伍名
Coach Name: 教练名
Line-up: 首发/替补
Shirt Number: 球衣号码
Player Name: 队员名
Position: 比赛角色，包括：C=Captain, GK=Goalkeeper
Event: 比赛事件，包括进球、红/黄牌等

This dataset contains aggregated statistics for all 21 editions of the FIFA World Cup (1930–2018), covering the host country, top four finishers, total number of participating teams, total goals scored, total match attendance, and other summary metrics. It includes the following fields:

- Year: Tournament hosting year
- HostCountry: Host country
- Winner: Champion team
- Second: Runner-up team
- Third: Third-place team
- Fourth: Fourth-place team
- GoalsScored: Total goals scored in the tournament
- QualifiedTeams: Total number of participating teams
- MatchesPlayed: Total number of matches held
- Attendance: Total cumulative match attendance
- HostContinent: Continent where the host country is located
- WinnerContinent: Continent where the champion national team is located

The World Cup Match Summary Table (WorldCupMatches.csv) contains per-match details for all 21 editions of the FIFA World Cup (1930–2014), including match date and time, home and away teams, goals scored, match referee, and other relevant information. Its fields are as follows:

- Year: Hosting year of the World Cup tournament the match belongs to
- Datetime: Exact date and time of the match
- Stage: Match phase, including Group Stage (GroupX), Round of 16 (Quarter-Final), Semi-Final, Final, etc.
- Stadium: Name of the match stadium
- City: Host city of the match
- Home Team Name: Name of the home team
- Away Team Name: Name of the away team
- Home Team Goals: Number of goals scored by the home team
- Away Team Goals: Number of goals scored by the away team
- Attendance: Match-day attendance
- Half-time Home Goals: Number of goals scored by the home team in the first half
- Half-time Away Goals: Number of goals scored by the away team in the first half
- Referee: Main match referee
- Assistant 1: First assistant referee
- Assistant 2: Second assistant referee
- RoundID: Match phase ID, corresponding to the Stage field
- MatchID: Unique match identifier
- Home Team Initials: Abbreviated name of the home team
- Away Team Initials: Abbreviated name of the away team

The World Cup Player Information Table (WorldCupPlayers.csv) includes the following fields:

- RoundID: Match phase ID, consistent with the RoundID field in the match information table
- MatchID: Unique match identifier
- Team Initials: Abbreviated name of the team
- Coach Name: Name of the team's coach
- Line-up: Starting lineup or substitute player status
- Shirt Number: Player's jersey number
- Player Name: Full name of the player
- Position: Match role, including: C=Captain, GK=Goalkeeper
- Event: Match events, including goals, red/yellow cards, and other in-match occurrences

搜集汇总

背景与挑战

背景概述

该数据集是一个全面的世界杯历史数据集合，包含1930年至2018年所有21届世界杯的赛事汇总、比赛详情和球员信息。具体包括三个CSV文件：WorldCupsSummary.csv提供每届世界杯的主办国、前四名队伍、总进球数等汇总数据；WorldCupMatches.csv记录1930年至2014年单场比赛的时间、主客队、进球数、裁判等详细信息；WorldCupPlayers.csv则涵盖球员的教练、首发替补、球衣号码和比赛事件等数据。数据集适用于数据分析和机器学习学习赛，帮助用户深入了解世界杯历史统计和比赛细节。