Download _hot_: Fjelstul Worldcup Data-csv

https://github.com/jfjelstul/worldcup/tree/master/data-csv

import pandas as pd matches = pd.read_csv("https://raw.githubusercontent.com/jfjelstul/worldcup/master/data-csv/matches.csv") Summary print("=== Fjelstul World Cup Database Report ===") print(f"Total matches: len(matches)") print(f"Tournaments: matches['tournament_name'].nunique()") print(f"Years covered: matches['year'].min() to matches['year'].max()") print(f"Total goals: matches['home_goals'].sum() + matches['away_goals'].sum()") 5. Use Cases & Citation Citation (academic): Fjelstul, Joshua C. "The Fjelstul World Cup Database." (2023). DOI: 10.7910/DVN/ARIYTR fjelstul worldcup data-csv download

Key CSV files in that directory:

The Fjelstul World Cup Database is a comprehensive, open-source dataset of every FIFA World Cup match (men's and women's) from 1930 to 2023. It is maintained by Joshua C. Fjelstul, Ph.D., and is widely used for sports analytics, data journalism, and academic research. https://github