football-crunching vs sports-analytics

football-crunching

Analysis and datasets about football (soccer) (by rjtavares)

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sports-analytics

Data collection, processing, visualization, modeling, and ideation in the space of sports analytics (by wyattowalsh)

sports-analytics Python Visualization Machine Learning Basketball Soccer basketball-stats

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football-crunching		sports-analytics
	Project
1	Mentions	1
305	Stars	32
-	Growth	-
0.0	Activity	2.6
over 2 years ago	Latest Commit	about 3 years ago
Jupyter Notebook	Language	Jupyter Notebook
-	License	-

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

football-crunching

Posts with mentions or reviews of football-crunching. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-21.

[OC] Lionel Messi's shots and goals with Barcelona during his record-breaking 2011/2012 season, compared to his attempts in the 2014 and 2018 World Cups with Argentina
2 projects | /r/dataisbeautiful | 21 Dec 2021

I was pointed to the Huffington Post data by this great repo: https://github.com/rjtavares/football-crunching (which, coincidentally, I found because of this Reddit post: https://www.reddit.com/r/datascience/comments/rh22z9/ive_made_a_search_engine_with_5000_quality_data/ by u/khanarree

sports-analytics

Posts with mentions or reviews of sports-analytics. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-04-06.

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!
3 projects | /r/kaggle | 6 Apr 2021

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

What are some alternatives?

When comparing football-crunching and sports-analytics you can also consider the following projects:

open-data - Free football data from StatsBomb

nba-sql - :basketball: An application to build an NBA database backed by MySQL, Postgres, or SQLite

CSGO-Pro-Gear-Performance-and-EDA - Modeling Professional (CS:GO) Gamer's Accuracy Performance Based on Gear and Settings, and Exploratory Data Analysis.

NBA-attendance-prediction - Attendance prediction tool for NBA games using machine learning. Full pipeline implemented in Python from data ingestion to prediction. Attained mean absolute error of around 800 people (about 5% capacity) on test set.

PRML - PRML algorithms implemented in Python

nba_api - An API Client package to access the APIs for NBA.com

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.

SportsLabKit - A python package for turning sports video into csv files

homemade-machine-learning - 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained