Pagerank Dataset for Ethereum Blockchain
URL: https://zenodo.org/records/6038419
Description
This dataset contains the Pagerank values and rankings of 147.098.561 Ethereum addresses.
File format
The dataset is compressed with bzip2. It can be uncompressed using the command bunzip2. It is a space-delimited plain text file and has the following four fields:
Ethereum Address: A 42-character hexadecimal Ethereum address in the lowercase form (not in checksummed (mixed-case) form). E.g. 0x3f5ce5fbfe3e9af3971dd833d26ba9b5c936f0be
rank: Unique Pagerank rank where the ties (addresses having the same Pagerank value) are resolved by sorting the addresses by hexadecimal value
rank with ties: Pagerank rank where the ties (addresses having the same Pagerank value) have the same rank.
Pagerank value: Pagerank of the address calculated using Pagerank algorithm.
Dataset Generation
The Ethereum transactions between blocks 0 (mined on 30.07.2015) and 13.799.999 (mined on 14.12.2021) are extracted. A transaction graph is constructed, where Ethereum addresses are nodes of the graph and the transactions are edges of the graph. Pagerank is applied on this transaction graph. This computation is performed using the system presented in the paper 'Parallel analysis of Ethereum blockchain transaction data using cluster computing'.
Note
If you use our dataset in your research, please cite our paper: https://link.springer.com/article/10.1007/s10586-021-03511-0
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Additional Information
| Field | Value |
|---|---|
| Data last updated | December 4, 2024 |
| Metadata last updated | December 4, 2024 |
| Created | December 4, 2024 |
| Format | bz2 |
| License | Creative Commons Attribution |
| Has views | False |
| Id | 254795e9-43ba-4df3-826a-57afa6f8b705 |
| Package id | 833c5570-aec0-41b6-937b-9a5b408b3b0e |
| Position | 0 |
| State | active |