Synthetic Data for Crypto and Web3
Crypto datasets need realistic address formats, heavy-tailed transfer amounts, and a transaction graph that holds together. Misata generates wallet addresses by pattern, transfers with a long-tailed value distribution, and a ledger where every transaction references real wallets.
The tables Misata generates
walletsAddress patterns, balances, first-seen timestampstransactionsFrom and to real wallets, heavy-tailed value, gas feestokensSymbols, supply, contract addresses by patterntransfersToken movements referencing wallets and tokensWhat holds true, every time
- Transfer amounts follow a heavy-tailed distribution, like real chains
- Addresses use realistic patterns, not sequential integers
- Every transaction references real sender and receiver wallets
- Same seed reproduces the identical ledger
Frequently asked
Do I need real crypto data to generate this?
No. Misata builds the dataset from a specification, not a sample. There is no real crypto data to source, anonymize, or leak. You describe the tables you need and the engine constructs them with referential integrity and realistic distributions.
Is the generated crypto data privacy safe?
Yes, by construction. Nothing is learned from real records, so there is no membership to infer and nothing to leak. It runs entirely on your machine with no API key for the core engine.
Can I control the outcomes, like rates and totals?
Yes. Declare a target such as a monthly volume curve or an event rate and Misata produces rows that hit it exactly, while foreign keys stay intact and roll-up columns reconcile after a JOIN.
Choosing a tool? How Misata compares