Worldcup R Package Fjelstul __exclusive__

: Due to its clean structure and varied units of analysis, it is widely cited as an excellent resource for teaching R data science skills , including data reshaping and visualization.

: Analysts use the rich historical data to build models for predicting future match results or tournament winners. worldcup r package fjelstul

| Data frame | Description | |------------|-------------| | matches | Every match: teams, scores, stadium, attendance, referee, stage (group, round of 16, final, etc.) | | goals | Every goal: scorer, minute, own goal, penalty, knockout round extra time info | | cards | Yellow and red cards: player, minute, type of card | | penalty_shootouts | Results of penalty shootouts (from 1982 onward) | | substitutions | Substitutions made in each match | | managers | Manager for each team in each tournament | | squads | Players in each team’s official squad | | players | Metadata about players (birth date, position, etc.) | | tournaments | Overview of each World Cup (year, host, winner, top scorer, etc.) | | referees | Referee metadata | | stadiums | Stadium metadata | | teams | Team metadata | : Due to its clean structure and varied