Replication Data for: "Analyzing Reward Dynamics and Decentralization in Ethereum 2.0: A Data Engineering Workflow and Datasets" (doi:10.7910/DVN/HG36LO)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Document Description

Citation

Title:

Replication Data for: "Analyzing Reward Dynamics and Decentralization in Ethereum 2.0: A Data Engineering Workflow and Datasets"

Identification Number:

doi:10.7910/DVN/HG36LO

Distributor:

Harvard Dataverse

Date of Distribution:

2025-01-21

Version:

1

Bibliographic Citation:

Yan, Tao; Li, Shengnan; Kraner, Benjamin; Zhang, Luyao; Tessone, Claudio J., 2025, "Replication Data for: "Analyzing Reward Dynamics and Decentralization in Ethereum 2.0: A Data Engineering Workflow and Datasets"", https://doi.org/10.7910/DVN/HG36LO, Harvard Dataverse, V1, UNF:6:O4D7F74oxdkEy2z/Z9AXEg== [fileUNF]

Study Description

Citation

Title:

Replication Data for: "Analyzing Reward Dynamics and Decentralization in Ethereum 2.0: A Data Engineering Workflow and Datasets"

Identification Number:

doi:10.7910/DVN/HG36LO

Authoring Entity:

Yan, Tao (University of Zurich)

Li, Shengnan (University of Zurich)

Kraner, Benjamin (University of Zurich)

Zhang, Luyao (University of Zurich)

Tessone, Claudio J. (University of Zurich)

Distributor:

Harvard Dataverse

Access Authority:

Yan, Tao

Access Authority:

Zhang, Luyao

Depositor:

Yan, Tao

Date of Deposit:

2025-01-15

Holdings Information:

https://doi.org/10.7910/DVN/HG36LO

Study Scope

Keywords:

Computer and Information Science

Abstract:

The dataset is the consensus reward data from Ethereum Beacon chain, it comprises three main types of validator rewards on Ethereum's Beacon Chain: proposer rewards, attestation rewards, and sync committee rewards. The data spans from September 15, 2022 to September 15, 2023, and consists of information from 895,203 validators. We aggregated these rewards on a daily basis, resulting in a comprehensive total_reward_by_date file (3.3 G in parquet format) that tracks each validator’s daily earnings across all reward types.

Date of Collection:

2022-09-15-2023-09-15

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Publications

Citation

Title:

@article{yan2024analyzing, title={Analyzing Reward Dynamics and Decentralization in Ethereum 2.0: An Advanced Data Engineering Workflow and Comprehensive Datasets for Proof-of-Stake Incentives}, author={Yan, Tao and Li, Shengnan and Kraner, Benjamin and Zhang, Luyao and Tessone, Claudio J}, journal={arXiv preprint arXiv:2402.11170}, year={2024} }

Bibliographic Citation:

@article{yan2024analyzing, title={Analyzing Reward Dynamics and Decentralization in Ethereum 2.0: An Advanced Data Engineering Workflow and Comprehensive Datasets for Proof-of-Stake Incentives}, author={Yan, Tao and Li, Shengnan and Kraner, Benjamin and Zhang, Luyao and Tessone, Claudio J}, journal={arXiv preprint arXiv:2402.11170}, year={2024} }

File Description--f10822674

File: gini_attestation_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:FlJESYuf3sD+3e/tc/Gc+A==

File Description--f10822675

File: gini_proposer_reward.tab

  • Number of cases: 366

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:nh6m1WC4VjsCIr5ZGA8iKA==

File Description--f10822666

File: gini_sync_reward.tab

  • Number of cases: 366

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:VHytUwXES7U3rlGgHFTq8w==

File Description--f10822676

File: gini_total_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:fmXCEd50FUDfsHIz2lferA==

File Description--f10822680

File: HHI_attestation_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:chuAEDSSLvia65VpYcipkg==

File Description--f10822678

File: HHI_proposer_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:PsdLBXvzCgXQ1KUG41nZ7g==

File Description--f10822668

File: HHI_sync_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:foniXbhavVRD+Ey0m0i9Jg==

File Description--f10822671

File: HHI_total_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:CeNs7yr1ylHX6lMRk7pDag==

File Description--f10822665

File: nakamoto_attestation_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:ZinOi/IlvJ+tJ/FPZfLNFg==

File Description--f10822663

File: nakamoto_proposer_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:vWmV2LCUTnvk7iXJP12u+g==

File Description--f10822664

File: nakamoto_sync_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:9WA3Rd7GFZrl5ExR4sYpWg==

File Description--f10822670

File: nakamoto_total_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:h27rwb3dDH7yK8AcSTGfOg==

File Description--f10822677

File: Shannon_attestation_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:S95sh0WZKM/63ppS6bbz7g==

File Description--f10822679

File: Shannon_proposer_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:v73lUmaaVgkXlcIKNSQDvg==

File Description--f10822667

File: Shannon_sync_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:bNXsZGuZ91Px3tb94xlEkw==

File Description--f10822669

File: Shannon_total_reward.tab

  • Number of cases: 367

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:7uOo8eQWcGEV/TPANeBj+w==

Variable Description

List of Variables:

Variables

date

f10822674 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

attestation

f10822674 Location:

Summary Statistics: Min. 0.007527086087133; Valid 367.0; Mean 0.010632114662874793; StDev 0.0026355931540548855; Max. 0.0346111944727989

Variable Format: numeric

Notes: UNF:6:fJiDT85ee2/x2JWVmYPLcQ==

date

f10822675 Location:

Variable Format: character

Notes: UNF:6:RWbZFKVULOT4xy/pxkx7fg==

proposer

f10822675 Location:

Summary Statistics: Min. 0.0136024786586681; Max. 0.0770706700063459; StDev 0.004596721938129031; Mean 0.02191758401907823; Valid 366.0

Variable Format: numeric

Notes: UNF:6:xTNSozkAKmRHIDVbJM1wVQ==

date

f10822666 Location:

Variable Format: character

Notes: UNF:6:RWbZFKVULOT4xy/pxkx7fg==

sync

f10822666 Location:

Summary Statistics: Max. 0.5062435740583808; Mean 0.23158797199213; Min. 0.01437347038238368; StDev 0.1550759265669009; Valid 366.0;

Variable Format: numeric

Notes: UNF:6:Vd/RhZRdhgY4DMKgcN5gYQ==

date

f10822676 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

total

f10822676 Location:

Summary Statistics: Max. 0.1867397653537903; Min. 0.1606290602823987; Valid 367.0; Mean 0.1637073031802788; StDev 0.0026077657370091618;

Variable Format: numeric

Notes: UNF:6:sY0EGPVbDnYeI4fClTZDgg==

date

f10822680 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

attestation

f10822680 Location:

Summary Statistics: Valid 367.0; StDev 2.954638529536221E-7; Min. 1.2574334776032558E-6; Max. 2.3691650102699465E-6; Mean 1.8365440301115832E-6

Variable Format: numeric

Notes: UNF:6:alK+wGaYQdZYH8XDtBY4UQ==

date

f10822678 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

proposer

f10822678 Location:

Summary Statistics: Min. 1.408629300338E-4; Max. 2.004891687941E-4; StDev 3.309555618710306E-6; Mean 1.4310305725346513E-4; Valid 367.0

Variable Format: numeric

Notes: UNF:6:8/TSkq7qshlb2/wBptBMMQ==

date

f10822668 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

sync

f10822668 Location:

Summary Statistics: Max. 0.0020003975265171; Mean 0.0013980591544734; Min. 9.858730695799E-4; Valid 367.0; StDev 3.507870576463199E-4;

Variable Format: numeric

Notes: UNF:6:QPipWZjcj5ISeITHT+gj9w==

date

f10822671 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

total

f10822671 Location:

Summary Statistics: Min. 4.41096117734918E-6; Max. 6.534672927921336E-6; Mean 5.374234681610492E-6; Valid 367.0; StDev 4.417353635692103E-7;

Variable Format: numeric

Notes: UNF:6:uDYTsKqT6loTGYIZcvyPIg==

date

f10822665 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

attestation

f10822665 Location:

Summary Statistics: Valid 367.0; StDev 48434.54589489492; Min. 207832.0; Mean 277839.37874659384; Max. 394788.0;

Variable Format: numeric

Notes: UNF:6:/7KRW0sDWtk1IXuN87NSTg==

date

f10822663 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

proposer

f10822663 Location:

Summary Statistics: Mean 3456.9237057220707; Min. 2449.0; StDev 66.0101802001422; Valid 367.0; Max. 3520.0

Variable Format: numeric

Notes: UNF:6:GZSLza7u41PPPDQPAMtpcA==

date

f10822664 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

sync

f10822664 Location:

Summary Statistics: StDev 73.42279882112513; Mean 333.66212534059946; Valid 367.0; Min. 243.0; Max. 497.0

Variable Format: numeric

Notes: UNF:6:Di/RDsNfa2u9yzMtfVeUmA==

date

f10822670 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

total

f10822670 Location:

Summary Statistics: Min. 168766.0; Mean 226047.57493187996; Max. 321273.0; StDev 39479.74177840911; Valid 367.0

Variable Format: numeric

Notes: UNF:6:WgbCrdzNQ9vS82JvhEbIBg==

date

f10822677 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

attestation

f10822677 Location:

Summary Statistics: Max. 796151.1514772463; Mean 560220.2742857678; Min. 422463.5754920059; Valid 367.0; StDev 97477.3619387502;

Variable Format: numeric

Notes: UNF:6:+NUarUhl+G0QSgoKO0UVXw==

date

f10822679 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

proposer

f10822679 Location:

Summary Statistics: Mean 7039.358790938764; StDev 117.90184780237031; Min. 5032.943365649147; Max. 7122.936888412222; Valid 367.0

Variable Format: numeric

Notes: UNF:6:OHTWbH+KXi+aBdb0mWcIOA==

date

f10822667 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

sync

f10822667 Location:

Summary Statistics: Mean 807.602743011441; Valid 367.0; Max. 1016.594173152446; StDev 176.9382957243551; Min. 500.8172470407012;

Variable Format: numeric

Notes: UNF:6:saUWVXSjJpLTzI2ykhuW7w==

date

f10822669 Location:

Variable Format: character

Notes: UNF:6:Rirse3Ve0rmHGNjYuNV5pw==

total

f10822669 Location:

Summary Statistics: Valid 367.0; StDev 64005.39013086309; Min. 319484.76264378056; Mean 420654.66336700635; Max. 574157.5655752181

Variable Format: numeric

Notes: UNF:6:Rv+CCxbVdLBnVgELZ4GRdQ==

Other Study-Related Materials

Label:

attestation_reward_epoch_147262_147487.parquet

Notes:

application/octet-stream

Other Study-Related Materials

Label:

total_validator_reward.parquet.zip

Notes:

application/zip