EPSN
boxball
| EPSN | boxball | |
|---|---|---|
| 1 | 7 | |
| 0 | 110 | |
| - | - | |
| 0.0 | 5.5 | |
| about 2 years ago | 5 months ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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EPSN
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EPSN: Extraction of Sports Particulars as Network
Hi Everyone, this past semester I was enrolled in a Network Science course in my Masters program. For a final project, I really struggled in finding solid data for an analysis that hasn’t already been reused a lot (this is the karate dataset, similar to the iris dataset for ML). So I decided to create an API Wrapper of Sportsipy that transforms associations of players or teams into networks called EPSN!
boxball
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Importing Retrosheet to Tableau or Power BI
I haven't worked with BI tools, but I'll make the same recommendation for Retrosheet data that I always do: check out the Boxball distributions, specifically the CSV files (or the parquet files if you prefer). You can load those right in, rather than futzing with Retrosheet's event files and processing them manually, etc., just to get to the same spot.
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Delta Aging Curve Python
The original data source is the Baseball Databank (aka "The Lahman Database"). I use the Boxball distributions, which include both retrosheet and Baseball Databank data.
- What's the current standard for getting mlb data into a database? I used to use Baseball On a Stick (which accessed the old gameday data) but that doesn't work now. I found "mlbdata" which accesses the mlb API but I can't figure out how to make it put stuff into a database. Is there a good option?
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How do I compile a list of a team's games where event x did not happen?
You know, I thought about that after posting, that the dailies might not be available directly from retrosheet. I use the Boxball distributions, which take the retrosheet data and process it into database images. These distributions include a "daily" table with the daily logs. So apparently Boxball is generating that table.
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Aggregate Game Logs
I used to think the same thing, and then I found the Boxball pre-built images. You still have to be a bit handy to get them working, but it's way easier than starting from scratch with raw retrosheet data. I initially used the postgres image and worked in SQL, and then switched to python/pandas and the parquet files.
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Finding a player's stats through N games
I've always been good with data, math, Excel, etc., but decided to take it to another level during the pandemic. The most difficult thing about Retrosheet data is getting into a usable format. Luckily, the boxball project has created a number of ready-to-download images with all of the data, for different database technologies.
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RE24 Data for wOBA Calculations
For Retrosheet data, I've been using pre-built images from Boxball, rather than going through the whole process of downloading and converting the files from retrosheet. The Boxball images are awesome. I mostly use the Parquet files for Pandas, but they have other formats (e.g., postgres Docker images, CSV, etc) there.
What are some alternatives?
jamstats - Tools for making plots on roller derby scoreboard data and following live game data
pybaseball - Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)
ElectroCRUD - Database CRUD Application Built on Electron | MySQL, Postgres, SQLite
chadwick - Chadwick tools for manipulating baseball data
baseball_sql - SQL scripts for working with the baseball data from retrosheet and baseball-databank, as provided by boxball
baseballr - A package written for R focused on baseball analysis. Currently in development.
condenser - Condenser is a database subsetting tool
MLB-StatsAPI - Python wrapper for MLB Stats API
mlbgame - A Python API to retrieve and read MLB GameDay data
sqlx - 🧰 The Rust SQL Toolkit. An async, pure Rust SQL crate featuring compile-time checked queries without a DSL. Supports PostgreSQL, MySQL, and SQLite.
goqu - SQL builder and query library for golang
beisbol-analitica - Proyecto de Código Libre que tiene como objetivo facilitar herramientas e información a los analistas y equipos de Beisbol Latinoamericanos.