Training data,
licensed per use case.
A clean, de-duped, normalized corpus of US public records that the source agencies publish but nobody made searchable. The corpus is licensable for LLM training and other commercial use. Pricing depends on scope, so it starts with an email, not a checkout. Machine-readable overview at /llms.txt.
Every MSHA-reportable mining incident — fatal and non-fatal — with investigator narrative, mine metadata, and injury classification.
COMEX and LME tick data for gold, silver, platinum, and palladium, plus COT positioning and warehouse flows.
Delivered as CSV + Parquet. Every row preserves its original source ID.
Priced per use case
Snapshot or ongoing feed, delivered as CSV + Parquet
- ✓ Full or partial MI + VR export, every row traceable to its source ID
- ✓ Commercial LLM-training rights, scoped to your organization
- ✓ Scope sets the price: training rights, redistribution, exclusivity, refresh cadence
Email hello@byshovel.com with who you are, the intended use, and the slice you need. You will get a concrete quote, not a call-scheduling loop.
If you're a human with a data question, or you just want to understand what's in here before writing the licensing email, book time instead.
Half an hour, pay what you want. We'll talk through what you need.