brianleect
etherscan-labels
Python

Full label data dump of top EVM chains in JSON/CSV.

Last updated Jul 1, 2026
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README

EVM Labels

Scrapes labels from etherscan, bscscan & polygonscan, arbitrium, fantom, avalanche website and stores into JSON/CSV.

🔴 Currently broken due to undetected chromedriver not working.

| Chain | Site | Label Count | Status | Last scraped | | --------------------------------------------------------------------------------- | ------------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------- | ------ | ------------ | | ETH | https://etherscan.io | 29945 | ✅ ok | 18/6/2023 | | BSC | https://bscscan.com | 6726 | ✅ ok | 26/3/2023 | | POLY | https://polygonscan.com | 4997 | ✅ ok | 26/3/2023 | | OPT | https://optimistic.etherscan.io | 546 | ✅ ok | 29/3/2023 | | ARB | https://arbiscan.io | 837 | ✅ ok | 26/3/2023 | | FTM | https://ftmscan.com | 1085 | ✅ ok | 26/3/2023 | | AVAX | https://snowtrace.io | 1062 | ✅ ok | 26/3/2023 |

Total Chains: 7

Total Labels: 45198

Setup

  • On the command-line, run the command pip install -r requirements.txt while located at folder with code.
  • (Optional) Add ETHERSCANUSER and ETHERSCANPASS to sample.config.json and rename to config.json
  • Run the script with the command python main.py.
  • Proceed to enter either eth, bsc or poly to specify chain of interest
  • Login to your \\\_scan account (Prevents popup/missing data)
  • Press enter in CLI once logged in
  • Proceed to enter either single (Retrieve specific label) or all (Retrieve ALL labels)
  • If single: Follow up with the specific label e.g. exchange , bridge ....
  • If all: Simply let it run (Take about ~1h+ to retrieve all, note that it occassionally crashes as well)
  • Individual JSON and CSV data is dumped into data subfolder.
  • Consolidated JSON label info is dumped into combined subfolder.
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