Machine Learning Library for Etherscan

blockchain, blockchain-explorer, cryptocurrency, data-mining, data-science, erc20, ethereum, ethereum-address, ethereum-blockchain, etherscan-api, initial-coin-offering, machine-learning, tokensale
pip install Etherscan-ML==0.1.4


etherscan magic - machine learning and bash module

Made by Elyse Lam for the USC Viterbi Data Science Bootcamp

Adapted from py-etherscan-api module by

pip install etherscan-ml wget

Original py-etherscan-api was a well built scaffolding for python scripts using the Etherscan API. The examples were so easy to work with I created a very basic command line interface and a couple new tools and decided to package them so you can integrate etherscan into your bash or python scripts as an input or output.

Directories have been restructured to fit the tools better. I pipe different wallet-tools into csvs for training or call them based on triggers from bash scripts. Suggestions and requests welcome.

All file names are optimized for tab completion and designed to integrate into other programs as piped input or output.

wallet-tools - Ether balance of a wallet. - Experimental..discovered an undocumented API gets all transactions without paging issue get_all_transactions had. Requires additional formatting. - Gets all of the 1st page transactions for a wallet.

erc20-tools - Gets the abi of a smart contract. Fails for non-smart contracts. TODO: integrate with testing library - Gets the token balance of a wallet address.

ether-tools - Does as its name indicates. - Same.

Original Documentation Below: API python bindings


This module is written as an effort to provide python bindings to the API, which can be found at: In order to use this, you must attain an Etherscan user account, and generate an API key.

In order to use the API, you must provide an API key at runtime, which can be found at the API website. If you'd like to use the provided examples without altering them, then the JSON file api_key.json must be stored in the base directory. Its format is as follows:

{ "key" : "YourApiKeyToken" }

with YourApiKeyToken is your provided API key token from


To install the package to your computer, simply run the following command in the base directory:

python install

Available bindings

Currently, only the following API modules are available:

  • accounts
  • stats
  • tokens

The remaining available modules provided by will be added shortly


All possible calls have an associated example file in the examples folder to show how to call the binding

These of course will be fleshed out with more details and explanation in time

Jupyter notebooks area also included in each directory to show all examples


  • Package and submit to PyPI
  • Add the following modules:
    • event logs
    • geth proxy
    • websockets
  • Add robust documentation
  • Add unit test suite
  • Add request throttling based on Etherscan's suggestions