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Ethereum Data Collection and Analytics Bounty

In this bounty, I collected interesting datasets using Forta, Dune Analytics, etc. Datasets include on assets, addresses, contracts, and transactions on the Ethereum blockchain. Data collection was focused in 3 areas: security, compliance, and authenticity.

Data Analytics

Ethereum Transaction data obtained from Kaggle was then analysed using libraries like Pandas, Numpy, MatplotLib and Seaborn using Jupyter Notebook.

Data Analytics Jupyter Notebook File - view

CRYPTOSCAMDB

  • A python script queries the CryptoscamDB api endpoint and saves the output in a CSV file.
  1. Scams currently tracked - view
  2. Verified Scam entries - view
  3. Addresses with associated malicious malicious entries
  4. Active Scams
  5. Inactive Scams
  6. Blacklisted domains
  7. Whitelisted domains

DUNE ANALYTICS

  • Implemented a python script to query the Dune Analytics endpoint using an API key.
  1. Phishing Stats - view

    • Stolen by Project
    • Open Sea Stolen NFTs
    • Sold by Project
    • Total Victims
    • Platforms
  2. Airdrop Scams - view

    • Scam Token Contract
    • Scam Airdrop Token
    • Contract Creator
  3. Crypto Sanctions - view

    • Sanctions Addresses
    • ERC20 Balances
    • ERC721 Balances
    • Interactions with Sanctioned Addresses
    • USDT Blacklist
    • Chainalysis: Sanctions Oracle - Sanctioned Addresses
  4. Copycat Token - view

    • Copycat Tokens
    • Flagged fake crowdsale addresses
    • UNIswap LP Scam - stolen NFTs
    • UNIswap LP Scam - potential victims
  5. Mining Voucher Scam - view

    • Mining Vouchers Scam - USDT Victims

FORZA API

  1. Scam Detection Feed -
  2. Potential Exploit Function
  3. Flashloan

Scam Sniffer

  1. Full list of blacklististed domains and address maintained by Scam Sniffer -

ChainAbuse

  • Queried the ChainAbuse Database using a pythonscript with an associated API Key. Output saved in a CSV file.
  1. Rug Pull
  2. Ukranian Donation Scam
  3. Fake Coin Listing
  4. Phishing
  5. Seed Phrase Theft
  6. Malware
  7. Ransomware
  8. Contract Exploits

Akanimoh Osutuk.

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Ethereum Data Collection Bounty

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