Rocket League Skillshots
Donated on 8/14/2023
This dataset contains data of players of the game Rocket League, performing different skillshots.
Dataset Characteristics
Tabular, Time-Series
Subject Area
Games
Associated Tasks
Classification
Feature Type
Real
# Instances
297
# Features
-
Dataset Information
Additional Information
Each skillshot performed is characterized by 18 features, composed of players inputs and in-game metrics, collected at different time, creating a multivariate time serie. You can see what skillshots look like in the github of the project: https://github.com/Romathonat/RocketLeagueSkillsDetection
Has Missing Values?
No
Introductory Paper
By Romain Mathonat, Jean-François Boulicaut, Mehdi Kaytoue-Uberall. 2020
Published in 2020 IEEE Conference on Games (CoG)
Variable Information
The first line contains the name of each of the 18 features. The format is the following: class_number BallAcceleration_1, Time_1, ..., jump_1 BallAcceleration_2, Time_2, ..., jump_2 ... BallAcceleration_n, Time_n, ..., jump_n class_number
Class Labels
There are seven classes, -1 representing noise (composed of failed figures and random moves) Note that lengths of those multivariate timeseries vary and that sample is not collected at regular time interval (see paper for more details). -1: noise 1: ceiling shot 2: power shot 3: waving dash 5: air dribble 6: front flick 7: musty flick
Dataset Files
| File | Size |
|---|---|
| rocket_league_skillshots.data | 889.3 KB |
Reviews
There are no reviews for this dataset yet.
pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset rocket_league_skillshots = fetch_ucirepo(id=858) # data (as pandas dataframes) X = rocket_league_skillshots.data.features y = rocket_league_skillshots.data.targets # metadata print(rocket_league_skillshots.metadata) # variable information print(rocket_league_skillshots.variables)
Mathonat, R. (2020). Rocket League Skillshots [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C5S035.
Keywords
Creators
Romain Mathonat
romain.mathonat@gmail.com
University de Lyon, CNRS, INSA Lyon
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.