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Scraping Ethereum

Various python scripts for scraping the Ethereum Blockchain either by interacting with a local Ethereum node or web APIs.

Querying Ethereum Log Events

Information about the events supported currently can be seen in the corresponding modules src/events/<protocol_name>_events.py.

  1. First define your parameters (like START/END_BLOCK, EVENT_NAME, FILEPATH, etc.) by editing src/run_query.py

  2. Either choose from the provided EVENTS or provide your own event signature for filtering.

  3. Then save and run python src/run_query.py

  4. Corresponding result will be saved in FILEPATH .csv files.

Analyzing Events

src/analysis.py module provides an interactive way to analyze the event .csv files cell-by-cell (like Jupyter Notebooks).

Working with APIs

In the src/apis folder there are scripts for interacting with various Ethereum APIs for extracting different information. These scripts currently provide ways for retrieving information regarding:

  • Getting all transactions for a single address
  • Retrieving marketcap for specific token
  • Retrieving info for specific token
  • Getting history of total crypto market cap

Simply just edit these scripts with your own arguments and run them with python src/scripts/<script_name>.py.