u/Revolutionary-Lab882

Spent months trying to find a clean, complete MLB dataset for a personal project. Nothing out there had everything in one place — I kept hitting walls, gaps, or data that required a ton of work just to get usable.

So I just built it myself. Pulled everything together, cleaned it, documented it, and packaged it up.

Figured if I was hitting this wall, others probably were too. Put it up at rawsportsvault.com — a few different packages depending on how deep you need to go. Free sample on everything so you can see exactly what you're getting.

Happy to answer questions about what's in it.

I got frustrated constantly piecing together data from different sites every time I wanted to do any kind of baseball analysis. So I just built the whole thing myself.

Cleaned it, merged it, checked it for errors, and made it actually usable. Here's what ended up in it:

The everyday stuff people actually care about — batting average, home runs, RBI, ERA, WHIP, strikeouts, wins, saves. But also the deeper numbers — wRC+, FIP, xFIP, SIERA, WAR, xwOBA, BABIP, sprint speed, launch angle, exit velocity, barrel rate, hard hit rate, K rate, BB rate, chase rate, whiff rate.

Plus things you usually can't get easily in one place:

- Every Statcast pitch thrown 2015–2026 — what it was, how hard, how much it moved, what happened

- How batters and pitchers match up against each other — 637,000 career combinations

- How a pitcher's velocity and stuff actually drops as they throw more pitches in a game

- Which umpires squeeze the zone and which ones expand it

- Historical betting lines and line movement going back to 2010

- Weather for every game — wind, temp, humidity

- Batting orders going back to 2010

- Full career stats and records going back to 1871

Everything from the basic box score numbers all the way down to pitch-level data. Parquet for people who code, CSV and Excel for people who don't.

Made a free sample — no email, no signup, just download and see if it's useful.

rawsportsvault.com/free

Happy to answer any questions.