ultimate_ufc_dataset.RdA comprehensive, historical dataset of Ultimate Fighting Championship (UFC) bouts sourced from Kaggle. It contains extensive data on fighter demographics, historical performance metrics, physical attributes, bout details, betting odds, and exact fight outcomes. The data is structured from the perspective of the "Red" (R) and "Blue" (B) corners.
A data frame with 118 variables:
The names of the fighters in the Red and Blue corners.
Moneyline betting odds (American format) for each fighter.
Expected value for a $100 wager on each fighter.
The date the bout took place (YYYY-MM-DD).
The city, state/province, and country where the event was held.
The country where the event was held.
The corner that won the bout ("Red" or "Blue").
Logical; TRUE if the bout was for a championship title.
The weight division the bout was contested in.
The gender category of the bout (MALE or FEMALE).
The scheduled number of rounds for the bout (typically 3 or 5).
The age of the fighters at the time of the bout.
Fighter height in centimeters.
Fighter reach in centimeters.
Fighter weigh-in weight in pounds.
The fighting stance of the fighter (e.g., Orthodox, Southpaw, Switch).
Current consecutive losing streak prior to the bout.
Current consecutive winning streak prior to the bout.
Longest winning streak in the fighter's UFC career.
Total historical UFC wins strictly prior to the current bout.
Total historical UFC losses strictly prior to the current bout.
Total historical UFC draws strictly prior to the current bout.
Total number of rounds fought in the UFC prior to the bout.
Total number of title bouts the fighter has competed in.
Average significant strikes landed per minute.
Historical significant strike accuracy percentage.
Average submission attempts per 15 minutes.
Average takedowns landed per 15 minutes.
Historical takedown accuracy percentage.
Career wins by majority decision.
Career wins by split decision.
Career wins by unanimous decision.
Career wins by knockout or technical knockout.
Career wins by submission.
Career wins by doctor stoppage.
Difference in losing streaks (Red minus Blue).
Difference in winning streaks (Red minus Blue).
Difference in longest winning streaks (Red minus Blue).
Difference in total wins (Red minus Blue).
Difference in total losses (Red minus Blue).
Difference in total rounds fought (Red minus Blue).
Difference in total title bouts fought (Red minus Blue).
Difference in career KO/TKO wins (Red minus Blue).
Difference in career submission wins (Red minus Blue).
Difference in height in centimeters (Red minus Blue).
Difference in reach in centimeters (Red minus Blue).
Difference in age (Red minus Blue).
Difference in average significant strikes landed (Red minus Blue).
Difference in average submission attempts (Red minus Blue).
Difference in average takedowns landed (Red minus Blue).
Numeric/Logical indicator for fights that took place without an audience.
Fighter's rank in the division of the current bout.
Indicates which corner held the superior ranking ("Red", "Blue", or "neither").
Specific divisional ranks for Red and Blue fighters across all weight classes (e.g., Heavyweight, Bantamweight, Women's Flyweight, Pound-for-Pound).
The method of the bout's conclusion (e.g., KO/TKO, SUB, U-DEC).
Specifics on the finishing sequence (e.g., "Punches", "Rear Naked Choke").
The round in which the bout ended.
The exact time on the clock when the fight was stopped (MM:SS).
The cumulative duration of the bout in seconds.
Prop bet odds for the fighter to win by Decision.
Prop bet odds for the fighter to win by Submission.
Prop bet odds for the fighter to win by KO/TKO.
Matthew Dabbert, Kaggle https://www.kaggle.com/datasets/mdabbert/ultimate-ufc-dataset/data