Crypto Data Guides and Research
Our data guides explore popular Amberdata endpoints and provide detailed explanations and analysis of relevant topics, complete with corresponding Jupyter notebooks or GitHub entries.
On-Chain and DeFi Endpoint Guides

Mempool Data
Investigate a transaction's “time-in-flight" to analyze the mempool.
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Staked ETH
Explore how to analyze staked ETH on an exchange like Lido.

Flow of Funds
Analyze clusters of wallets that interact with one another.
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Token Mints and Burns
Learn how to visualize the minting and burning of tokens such as a stablecoin.
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ETH Burned
Understand how much ETH has been burned over a set period.

Airdrops: Arbitrum
See how to measure ETH flowing into, or “bridging,” to another chain.

Whale Watching
Read how to track large token holders' movements and transactions.

EIPs - Shanghai Upgrade
Investigate Ethereum Improvement Proposals and their effect on the market.

Opportunity Costs in DeFi
Compare lending rates from protocols and LSDs in order to maximize yield.