jamstats
Tools for making plots on roller derby scoreboard data and following live game data (by dhmay)
boxball
Prebuilt Docker images with Retrosheet's complete baseball history data for many analytical frameworks. Includes Postgres, cstore_fdw, MySQL, SQLite, Clickhouse, Drill, Parquet, and CSV. (by droher)
| jamstats | boxball | |
|---|---|---|
| 3 | 7 | |
| 18 | 110 | |
| - | - | |
| 7.9 | 5.5 | |
| 9 days ago | 5 months ago | |
| Python | Python | |
| GNU General Public License v3.0 only | Apache License 2.0 |
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.
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.
jamstats
Posts with mentions or reviews of jamstats.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-21.
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Jamstats for Announcers!
I just put out a bugfix release of Jamstats, v1.1.1. This fixes a bug that was causing Jamstats to hang in the browser, and not to automatically update from the scoreboard, if you didn't have a connection to the internet. Everyone, please upgrade! https://github.com/dhmay/jamstats/releases/tag/v1.1.
- jamstats: software to make plots (score, penalties, lead, time to initial...) from derby scoreboard data (made by me)
boxball
Posts with mentions or reviews of boxball.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-01-31.
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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?
When comparing jamstats and boxball you can also consider the following projects:
FirstCyclingAPI - An unofficial Python API wrapper for firstcycling.com
pybaseball - Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)
EPSN - Extraction of Particular Sports as Networks (EPSN)
ElectroCRUD - Database CRUD Application Built on Electron | MySQL, Postgres, SQLite
scrapeOP - A python package for scraping oddsportal.com
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.