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Flash Loans Exploration

Tracking flash loan activity across various EVM chains.

Overview

Data

Flash loan log data is collected from Dune. Currently only Aave V3 flash loans are collected. To categorize flash loans on their purpose, we examine other interactions that are performed with the flash loan.

For the initial flash loan event collection, seperate Dune queries are created for each blockchain with each listed below:

Schema

Below is the data schema associated with the Dune queries in the initial flash loan event collection step.

Columns Data Type Description
evt_tx_hash hex Transaction hash that contained that flash loan event.
evt_index int The specific log index in the block that contained the emitted the floan loan event.
evt_block_time datetime Time that this was block was mined at.
amount float Size of flash loan issed in symbol units
amount_usd float Size of flash loan issued in $USD.
premium float The flash loan fee to the lending pool in the symbol currency.
premium_usd float The flash loan fee in $USD paid to the lending pool.
gas float Amount of gas paid to process this transaction in the blockchain's native currency.
gas_usd float The gas fee associated with the flash loan in $USD.
interestRateMode int
symbol string The currency that the flash loan was issued in.
initiator hex The address that initated that flash loan.
target hex The address that received the flash loan funds.
tx_type string The flash loan's purpose.

For flash loans that are categorized as Arbitrage, another step is performed: TODO

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