Blockchain analysis of the Bitcoin market

Makarov, Igor ORCID: 0009-0006-7557-449X and Schoar, Antoinette (2021) Blockchain analysis of the Bitcoin market. Financial Markets Group Discussion Papers (844). Financial Markets Group, The London School of Economics and Political Science, London, UK.

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Abstract

In this paper, we provide detailed analyses of the Bitcoin network and its main participants. We build a novel database using a large number of public and proprietary sources to link Bitcoin addresses to real entities and develop an extensive suite of algorithms to extract information about the behavior of the main market participants. We conduct three major pieces of analysis of the Bitcoin eco-system. First, we analyze the transaction volume and network structure of the main participants on the blockchain. Second, we document the concentration and regional composition of the miners which are the backbone of the verification protocol and ensure the integrity of the blockchain ledger. Finally, we analyze the ownership concentration of the largest holders of Bitcoin.

Item Type:	Monograph (Discussion Paper)
Official URL:	https://www.fmg.ac.uk/
Additional Information:	© 2021 The Authors
Divisions:	Finance
Subjects:	H Social Sciences > HC Economic History and Conditions H Social Sciences > HG Finance
JEL classification:	G - Financial Economics > G1 - General Financial Markets > G12 - Asset Pricing; Trading volume; Bond Interest Rates G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets F - International Economics > F3 - International Finance > F30 - General
Date Deposited:	23 May 2023 13:48
Last Modified:	11 Dec 2024 19:45
URI:	http://eprints.lse.ac.uk/id/eprint/118897

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