Datasets › Replication Data for: "Deciphering Bitcoin Blockchain Data by Cohort Analysis" Version 3.1

Replication Data for: "Deciphering Bitcoin Blockchain Data by Cohort Analysis" Version 3.1

Introduced by Yulin Liu et al. in Deciphering Bitcoin Blockchain Data by Cohort Analysis27 Feb 2021 archive 2025-07-28

Bitcoin is a peer-to-peer electronic payment system that popularized rapidly in recent years. Usually, we need to query the complete history of bitcoin blockchain data to acquire variables of economic meaning. This becomes increasingly difficult now with over 1.6 billion historical transactions on the Bitcoin blockchain. It is thus important to query Bitcoin transaction data in a way that is more efficient and provides economic insights. We apply cohort analysis that interprets bitcoin blockchain data using methods developed for population data in social science. Specifically, we query and process the Bitcoin transaction input and output data within each daily cohort. With this, we then create datasets and visualizations for some key indicators of bitcoin transactions, including the daily lifespan distributions of accumulated spent transaction output (STXO) and the daily age distributions of accumulated unspent transaction output (UTXO). We provide a computationally feasible approach to characterize bitcoin transactions, which paves the way for future studies of economic behaviors in the emerging market of Bitcoin.

Github:https://github.com/SciEcon/UTXO arXiv: https://arxiv.org/abs/2103.0017 Nature Research: https://www.nature.com/articles/s41597-022-01254-0 Nature PDF: https://rdcu.be/cKRkg

Benchmarks archive 2025-07-28

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Papers archive 2025-07-28

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License archive 2025-07-28

CC BY - This license allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. https://creativecommons.org/licenses/by/4.0/

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Variants archive 2025-07-28

  • Replication Data for: "Deciphering Bitcoin Blockchain Data by Cohort Analysis" Version 3.1

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