NbaGameStats

tags: GameStats, TeamStrength, SeasonalTrends) - Time Series Analysis (Predicting Game Outcomes

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'NbaGameStats' dataset comprises time-series data for NBA games. It features various metrics relevant to team performance and individual player statistics across different seasons. The dataset is structured to assist machine learning practitioners in analyzing seasonal trends, assessing team strengths, and predicting game outcomes based on historical data. Each row represents a single game, with columns for date, teams involved, game result, and various performance indicators.

CSV Content Preview:

date,home_team,away_team,game_result,points_home,points_away,rebounds_home,rebounds_away,assists_home,assists_away,steals_home,steals_away,blocks_home,blocks_away,turnovers_home,turnovers_away,win_probability_home,win_probability_away
2022-10-14,Lakers,Celtics,Lakers,110,107,51,48,22,20,8,7,3,4,15,18,0.60,0.40
2022-10-15,Bulls,Knicks,Bulls,102,99,44,40,21,25,6,10,2,3,18,17,0.55,0.45
2022-10-16,Warriors,Raptors,Warriors,105,98,53,45,26,22,12,9,4,5,14,16,0.63,0.37
2022-10-17,Heat,Bucks,Heat,112,104,47,52,24,27,10,11,2,2,16,19,0.58,0.42
2022-10-18,Suns,Clippers,Suns,120,113,55,50,28,25,9,13,5,3,13,15,0.67,0.33

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'Nba':

• Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Nba&dataset=NbaGameStats&tags=GameStats,+TeamStrength,+SeasonalTrends)+-+Time+Series+Analysis+(Predicting+Game+Outcomes
• Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
• More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub