Replication package for "Design and Adoption Signals in Tokenized Finance: Evidence from On-Chain Stablecoin, MMF, and RWA Activity"
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| Format: | Recurso digital |
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2026
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| _version_ | 1866901620505182208 |
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| author | Staley, Ian |
| author_facet | Staley, Ian |
| contents | <p>Replication code, SQL queries, configuration templates, and documentation for the empirical on-chain analysis reported in Staley (2026), "Design and Adoption Signals in Tokenized Finance," submitted to Blockchain: Research and Applications (manuscript BCRA-D-26-00101).</p> <p class="font-claude-response-body break-words whitespace-normal leading-[1.7]"><strong>Contents (v2):</strong></p> <ul class="[li_&]:mb-0 [li_&]:mt-1 [li_&]:gap-1 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3"> <li class="whitespace-normal break-words pl-2"><strong>compute_metrics_v3.py</strong>: Python pipeline computing wallet concentration, Gini coefficients with bootstrap confidence intervals from ERC-20 Transfer events on Ethereum</li> <li class="whitespace-normal break-words pl-2"><strong>ks_test_v2.py</strong>: Two-sample Kolmogorov–Smirnov test implementation for inter-arrival time distributions</li> <li class="whitespace-normal break-words pl-2"><strong>dune_queries.sql</strong>: Parameterized Dune Analytics SQL queries providing an independent cross-validation path for EVM-based computations</li> <li class="whitespace-normal break-words pl-2"><strong>config.example.json</strong>: Configuration template for RPC endpoints and API keys</li> <li class="whitespace-normal break-words pl-2"><strong>README.md</strong>: Full methodology, contract registry, metric definitions, scope documentation, and replication instructions</li> <li class="whitespace-normal break-words pl-2"><strong>data/</strong>: Pre-computed outputs from the 2026-04-20 live run (BUIDL events, holders, summary; BENJI scoping-context files)</li> </ul> <p>The package supports replication of the velocity, concentration, and distributional-test results reported in Sections 4.3, 4.4, and 4.7 of the manuscript, along with Table 3 and Appendix A.<br><br>Version 2 (2026-04-20): Supersedes v1. End-to-end reproducibility verified for BUIDL on Ethereum (Gini 0.8706, 95% CI [0.7672, 0.9208] from 1,977 Transfer events). See README.md for updated scope documentation and Alchemy Pay-As-You-Go requirement. Pre-computed outputs included under events_, holders_, summary_ filename prefixes.<br><br></p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19672518 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Replication package for "Design and Adoption Signals in Tokenized Finance: Evidence from On-Chain Stablecoin, MMF, and RWA Activity" Staley, Ian blockchain tokenization stablecoins tokenized money market funds real-world assets on-chain analytics <p>Replication code, SQL queries, configuration templates, and documentation for the empirical on-chain analysis reported in Staley (2026), "Design and Adoption Signals in Tokenized Finance," submitted to Blockchain: Research and Applications (manuscript BCRA-D-26-00101).</p> <p class="font-claude-response-body break-words whitespace-normal leading-[1.7]"><strong>Contents (v2):</strong></p> <ul class="[li_&]:mb-0 [li_&]:mt-1 [li_&]:gap-1 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3"> <li class="whitespace-normal break-words pl-2"><strong>compute_metrics_v3.py</strong>: Python pipeline computing wallet concentration, Gini coefficients with bootstrap confidence intervals from ERC-20 Transfer events on Ethereum</li> <li class="whitespace-normal break-words pl-2"><strong>ks_test_v2.py</strong>: Two-sample Kolmogorov–Smirnov test implementation for inter-arrival time distributions</li> <li class="whitespace-normal break-words pl-2"><strong>dune_queries.sql</strong>: Parameterized Dune Analytics SQL queries providing an independent cross-validation path for EVM-based computations</li> <li class="whitespace-normal break-words pl-2"><strong>config.example.json</strong>: Configuration template for RPC endpoints and API keys</li> <li class="whitespace-normal break-words pl-2"><strong>README.md</strong>: Full methodology, contract registry, metric definitions, scope documentation, and replication instructions</li> <li class="whitespace-normal break-words pl-2"><strong>data/</strong>: Pre-computed outputs from the 2026-04-20 live run (BUIDL events, holders, summary; BENJI scoping-context files)</li> </ul> <p>The package supports replication of the velocity, concentration, and distributional-test results reported in Sections 4.3, 4.4, and 4.7 of the manuscript, along with Table 3 and Appendix A.<br><br>Version 2 (2026-04-20): Supersedes v1. End-to-end reproducibility verified for BUIDL on Ethereum (Gini 0.8706, 95% CI [0.7672, 0.9208] from 1,977 Transfer events). See README.md for updated scope documentation and Alchemy Pay-As-You-Go requirement. Pre-computed outputs included under events_, holders_, summary_ filename prefixes.<br><br></p> |
| title | Replication package for "Design and Adoption Signals in Tokenized Finance: Evidence from On-Chain Stablecoin, MMF, and RWA Activity" |
| topic | blockchain tokenization stablecoins tokenized money market funds real-world assets on-chain analytics |
| url | https://doi.org/10.5281/zenodo.19672518 |