The Beacon Chain Dynamics at Merge: Validator Life Cycle Visualizations

The Data Science Pipeline

How to run code?

All the codes are stored in the code folder as Jupyter notebooks, which can be run directly by opening in Google Colab.

• [optional] Courtesy Note 1: If you want to check the replicability of our queried data directly from the source or update the data to a new time range, you must get an end-points URL from a node provider such as QuickNode.
• [optional] Courtesy Note 2: If you want to check the replicability of exporting our figures produced visa plotAPI in PDF and PNG formats, you must get a business license from PlotAPI.
• [optional] Courtesy Note 3: If you want to check the replicability of importing large data files into the Google Colab, you must run the code under the runtime type: High-RAM in Google Colab.

Data

All the queried and processed data are stored in the data folder and you can find the data description file in the Readme.

Spotlight

Product 1: Validator Status Theme River Plot

Product 2: Validator Status Area Plot

Product 3: Attestation Count SplitChord Plot Before and After the Merge

Product 4: Slashed Validator Count Timeseries

Product 5: Slashed Validator Balance Timeseries

Product 6: Blocktime Timeseries