sports-analytics
NBA-attendance-prediction
| sports-analytics | NBA-attendance-prediction | |
|---|---|---|
| 1 | 1 | |
| 32 | 9 | |
| - | - | |
| 2.6 | 0.0 | |
| about 3 years ago | about 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| - | - |
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sports-analytics
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New NBA dataset on Kaggle! - Every game 60,000+ (1946-2021) w/ box scores, line scores, series info, and more - every player 4500+ w/ draft data, career stats, biometrics, and more - and every team (30 w/ franchise histories, coaches/staffing, and more). Updated daily, with plans for expansion!
The data is from stats.nba.com via the nba_api on GitHub. I compiled the data through an extraction script, and keep it updated daily via a fully automated Kaggle data pipeline. The pipeline is described here, and the project repository is here
NBA-attendance-prediction
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New NBA dataset on Kaggle! - Every game 60,000+ (1946-2021) w/ box scores, line scores, series info, and more - every player 4500+ w/ draft data, career stats, biometrics, and more - and every team (30 w/ franchise histories, coaches/staffing, and more). Updated daily, with plans for expansion!
The current iteration contains attendance numbers through the Box Scores within the Game table. It's actually funny you ask about that particular feature; that was my inspiration for creating the dataset in general. I had previously scraped data from basketball-reference.com to use in order to create an attendance prediction tool for NBA stadium organization leaders and struggled to find reliable, robust data. However, via stats.nba.com, the attendance data is rather solid 👍
What are some alternatives?
nba-sql - :basketball: An application to build an NBA database backed by MySQL, Postgres, or SQLite
nba_api - An API Client package to access the APIs for NBA.com
Basketball_Analytics - Repository which contains various scripts and work with various basketball statistics
football_analytics - 📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.
evidently - Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
football-crunching - Analysis and datasets about football (soccer)
ML-Workspace - 🛠 All-in-one web-based IDE specialized for machine learning and data science.
SQL-for-Data-Analytics - Perform fast and efficient data analysis with the power of SQL
datadoubleconfirm - Simple datasets and notebooks for data visualization, statistical analysis and modelling - with write-ups here: http://projectosyo.wix.com/datadoubleconfirm.
caRtola - Extração de dados da API do CartolaFC, análise exploratória dos dados e modelos preditivos em R e Python - 2014-22. [EN] Data munging, analysis and modeling of CartolaFC - the most popular fantasy football game in Brazil. Data cover years 2014-23.
nba-alt-awards