XRP Network and Proposal of Flow Index

@article{Aoyama2021XRPNA,
  title={XRP Network and Proposal of Flow Index},
  author={Hideaki Aoyama},
  journal={Cryptocurrencies eJournal},
  year={2021}
}
  • H. Aoyama
  • Published 17 May 2021
  • Economics
  • Cryptocurrencies eJournal
XRP is a modern crypto-asset (crypto-currency) developed by Ripple Labs, which has been increasing its financial presence. We study its transaction history available as ledger data. An analysis of its basic statistics, correlations, and network properties are presented. Motivated by the behavior of some nodes with histories of large transactions, we propose a new index: the ``Flow Index.'' The Flow Index is a pair of indices suitable for characterizing transaction frequencies as a source and… Expand
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References

SHOWING 1-10 OF 11 REFERENCES
Hodge Decomposition of Bitcoin Money Flow
TLDR
The data of blockchain in the Bitcoin from 2013 to 2018 is employed, a simple algorithm is utilized to partially identify anonymous users from addresses, and snapshots of temporarily changing network with the users as nodes and the transactions as directed links are constructed. Expand
Analyzing outliers activity from the time-series transaction pattern of bitcoin blockchain
In a closed economic system like blockchain, the total amount of generated cryptocurrency called bitcoin is conserved and the transaction patterns demonstrate an insight of money flow inside theExpand
Money Flow Network Among Firms’ Accounts in a Regional Bank of Japan
In this study, we investigate the flow of money among bank accounts possessed by firms in a region by employing an exhaustive list of all the bank transfers in a regional bank in Japan, to clarifyExpand
Unfolding identity of financial institutions in bitcoin blockchain by weekly pattern of network flows
In this study, we analyzed bitcoin blockchain data for the period between 2013 and 2018. We constructed daily networks and analyzed the network properties of the bitcoin users and bitcoin flowExpand
The Herfindahl-Hirschman index
The Herfindahl-Hirschman index, better known as the Herfindahl index, is a statistical measure of concentration. It has achieved an unusual degree of visibility for a statistical index because of itsExpand
Econophysics and companies : statistical life and death in complex business networks
TLDR
The agent-based model for companies and its applications for practical applications and complex business networks provide new insights into the dynamics of company growth and growth. Expand
Hierarchical communities in the walnut structure of the Japanese production network
TLDR
This study finds that this network forms a tightly-knit structure with a core giant strongly connected component (GSCC) surrounded by IN and OUT components constituting two half-shells of the GSCC, which is called awalnut structure because of its shape. Expand
Macro-Econophysics : New Studies on Economic Networks and Synchronization
Review of: Macro-Econophysics: New Studies on Economic Networks and Synchronization. By Hideaki Aoyama, Yoshi Fujiwara, Yuichi Ikeda, Hiroshi Iyetomi, Wataru Souma, Hiroshi Yoshikawa. CambridgeExpand
Bitcoin's Crypto Flow Network
TLDR
All the blockchain data of Bitcoin from its genesis to the year 2020 is compiled, users are identified from anonymous addresses of wallets, and monthly snapshots of networks are constructed by focusing on regular users as big players, finding that the bow-tie structure and the principal components are quite stable among those big players. Expand
Bitcoin's crypto flow newtork. 2021. in this volume
    ...
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    2
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