SmartBugs Wild Dataset

This repository contains 47,398 smart contracts extracted from the Ethereum network.

SmartBugs was used to analyze this dataset. The results are available at: https://github.com/smartbugs/smartbugs-results For more details on the analysis, please see the ICSE 2020 paper.

Structure of the repository

├─ contracts
│  └─ <contract_address>.sol
├─ contracts.csv.tar.gz # the meta data of all the contract
├─ script
│  ├─ get_contracts.py # collect the source code of the contracts from Etherscan
│  └─ get_balance.py   # collect the balance of the contracts from Etherscan

Creation of the dataset

1. Collection of the contract addresses. We used Google BigQuery to select all the contracts that have at least one transaction. The collection was performed on the 8th of August 2019. We used the following request (also available here: https://bigquery.cloud.google.com/savedquery/281902325312:47fd9afda3f8495184d98db6ae36a40c)

   SELECT contracts.address, COUNT(1) AS tx_count
   FROM `ethereum_blockchain.contracts` AS contracts
   JOIN `ethereum_blockchain.transactions` AS transactions 
       ON (transactions.to_address = contracts.address)
   GROUP BY contracts.address
   ORDER BY tx_count DESC

2. Downloading the source code associated with the contract addresses. We used Etherscan to download the contracts (the script used for the collection is available in the folder script).

3. We filtered the contracts by identifying and removing duplicates.

Metrics

License

The license in the file LICENSE applies to all the files in this repository, except for all the files in the contracts folder. The files in this folder are publicly available, were obtained using the Etherscan APIs, and retain their original licenses. Please contact us for any additional questions.