# Source: valorant_leaderboard
**Category:** human predictions
**README generated:** 2025-10-02 12:52:18Z

## Source URL(s)
- https://www.kaggle.com/datasets/aliibrahim10/valorant-stats

## Citation(s)
- Ali Ibrahim. Valorant Leaderboard Statistics [Dataset]. Kaggle. https://www.kaggle.com/datasets/aliibrahim10/valorant-stats

## Variables (X → Y)
- unormalized statistics(aces,assists,clutches,deaths,first_bloods,flawless,headshots,kills) → success(win_percent,wins)
- kd_ratio → win_percent
- most_kills → wins

## Causal reasoning

In this dataset, the causes are the players' individual statistics and the effect its the team success.