About Dataset
Mixed Martial Arts (MMA) is a popular combat sport, and the Ultimate Fighting Championship (UFC) is the premier organization in the MMA world.
This dataset provides detailed statistics of UFC fighters, including information on their wins, losses, draws, physical attributes, fighting style, and career achievements.
Interesting Task Ideas:
- Analyze the relationship between fighters' physical attributes (height, weight, reach) and their fighting performance.
- Determine which stances are more effective and analyze the impact of striking accuracy on fight outcomes.
- Compare the takedown defense of different fighters and identify trends in takedown accuracy.
- Analyze striking accuracy and defense to identify fighters with the best stand-up game.
- Investigate the correlation between takedown accuracy and the ability to defend against takedowns.
- Identify fighters with high submission attempt rates and explore their success in executing submissions.
- Train models to predict fight outcomes based on fighter statistics.
Features description:
name : The name of the UFC fighter.
nickname : The nickname of the UFC fighter, if applicable.
wins : The number of wins the fighter has in their career.
losses : The number of losses the fighter has in their career.
draws : The number of draws the fighter has in their career.
height_cm : The height of the fighter in centimeters.
weight_in_kg : The weight of the fighter in kilograms.
reach_in__cm : The reach of the fighter in centimeters.
stance : The fighting stance of the fighter (Orthodox/Southpaw/Switch).
date_of_birth : The date of birth of the fighter.
significant_strikes_landed_per_minute : The average number of significant strikes landed by the fighter per minute.
significant_striking_accuracy : The percentage of significant strikes that land successfully for the fighter.
significant_strikes_absorbed_per_minute : The average number of significant strikes absorbed by the fighter per minute.
significant_strike_defence : The percentage of opponent's significant strikes that the fighter successfully defends.
average_takedowns_landed_per_15_minutes : The average number of takedowns landed by the fighter per 15 minutes.
takedown_accuracy : The percentage of takedown attempts that are successful for the fighter.
takedown_defense : The percentage of opponent's takedown attempts that the fighter successfully defends.
average_submissions_attempted_per_15_minutes : The average number of submission attempts made by the fighter per 15 minutes.
If you find this dataset valuable, don't forget to hit the upvote button!