Verification of exponential law in cryptocurrency (doi:10.21979/N9/EQJBFQ)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Entire Codebook

Document Description

Citation

Title:

Verification of exponential law in cryptocurrency

Identification Number:

doi:10.21979/N9/EQJBFQ

Distributor:

DR-NTU (Data)

Date of Distribution:

2025-02-07

Version:

1

Bibliographic Citation:

Foo, Kelvin Moo Chen, 2025, "Verification of exponential law in cryptocurrency", https://doi.org/10.21979/N9/EQJBFQ, DR-NTU (Data), V1, UNF:6:zWxAiTkB/8qnPIO/4qTOBA== [fileUNF]

Study Description

Citation

Title:

Verification of exponential law in cryptocurrency

Identification Number:

doi:10.21979/N9/EQJBFQ

Authoring Entity:

Foo, Kelvin Moo Chen (Nanyang Technological University)

Software used in Production:

BigQuery

Distributor:

DR-NTU (Data)

Access Authority:

Foo, Kelvin Moo Chen

Depositor:

Foo, Kelvin Moo Chen

Date of Deposit:

2025-02-03

Holdings Information:

https://doi.org/10.21979/N9/EQJBFQ

Study Scope

Keywords:

Mathematical Sciences, Mathematical Sciences, Cryptocurrency

Abstract:

Contains number of nodes, number of edges and average out-degree for Bitcoin, Ethereum, Iotex and Tezos month by month.

Kind of Data:

transaction data

Notes:

Utilising all the cryptocurrency datasets available in the dataverse, a web application was built to explore four cryptocurrencies. A demo of the web application can be viewed here: https://youtu.be/K-Ea7jbXPPQ The Github repo containing the code can be found here: https://github.com/kelvinfoo123/Cryptocurrency-Graph-Analytics

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

File Description--f156059

File: exponential_law_btc.tab

  • Number of cases: 60

  • No. of variables per record: 4

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

Notes:

UNF:6:BId7Qqk1oxaKhAf1I9ys0g==

File Description--f156057

File: exponential_law_eth.tab

  • Number of cases: 114

  • No. of variables per record: 4

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

Notes:

UNF:6:m03eL9f+ym4XAjL/3dB45Q==

File Description--f156056

File: exponential_law_iotex.tab

  • Number of cases: 42

  • No. of variables per record: 4

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

Notes:

UNF:6:dx9AGBz2+vjJxZyOUL7cNg==

File Description--f156058

File: exponential_law_tezos.tab

  • Number of cases: 52

  • No. of variables per record: 4

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

Notes:

UNF:6:1pJnkqwIuFdWX4EAtHVwog==

Variable Description

List of Variables:

Variables

Date

f156059 Location:

Variable Format: character

Notes: UNF:6:hbv5xMTlIGNn6LjHchMT5g==

num_nodes

f156059 Location:

Summary Statistics: Mean 8.583106549333338E8; Min. 2.1475874E7; StDev 5.146374566371329E8; Max. 1.737944793E9; Valid 60.0

Variable Format: numeric

Notes: UNF:6:oqyfLB35nKiWqGP7poQn+Q==

num_edges

f156059 Location:

Summary Statistics: Valid 60.0; Mean 2.890637467E9; StDev 1.9213182336089072E9; Min. 4.5664801E7; Max. 6.743985609E9

Variable Format: numeric

Notes: UNF:6:zS2P3UN6F2xGZE3mA812mw==

avg_out_degree

f156059 Location:

Summary Statistics: Max. 3.88; StDev 0.3814859439399161; Mean 3.172; Min. 2.13; Valid 60.0

Variable Format: numeric

Notes: UNF:6:EBta5UBGBrGNV2rcS6Mn1A==

Date

f156057 Location:

Variable Format: character

Notes: UNF:6:yF/UETaIb3Z60nR9pGRXjA==

num_nodes

f156057 Location:

Summary Statistics: StDev 2.598566117967129E8; Valid 114.0; Min. 11404.0; Mean 2.9263234961403537E8; Max. 8.08695309E8

Variable Format: numeric

Notes: UNF:6:qSHh4CZehnmPl6HJdfMnVw==

num_edges

f156057 Location:

Summary Statistics: Valid 114.0; Max. 2.659738626E9; Min. 203499.0; StDev 8.617467009553908E8; Mean 9.626980713596487E8;

Variable Format: numeric

Notes: UNF:6:T5DWDS8WYnRG9sL5hYkSnA==

avg_out_degree

f156057 Location:

Summary Statistics: Valid 114.0; Min. 2.88; StDev 3.5154351116497424; Mean 4.542105263157895; Max. 21.81;

Variable Format: numeric

Notes: UNF:6:7m8zC8gna5pKCA5h8jrIdQ==

Date

f156056 Location:

Variable Format: character

Notes: UNF:6:e+XU+8NGNspxErLF21hSdg==

num_nodes

f156056 Location:

Summary Statistics: Valid 42.0; StDev 461222.48208852357; Min. 1397.0; Mean 400745.83333333355; Max. 1319533.0;

Variable Format: numeric

Notes: UNF:6:3hy+X1u5zVscEIxPuJ+ZNg==

num_edges

f156056 Location:

Summary Statistics: Mean 1.8003346071428563E7; Max. 6.0186266E7; Valid 42.0; Min. 94838.0; StDev 1.9869434147854965E7

Variable Format: numeric

Notes: UNF:6:DePM4oLANiW/X83aloDfgQ==

avg_out_degree

f156056 Location:

Summary Statistics: Max. 89.59; Mean 55.88404761904762; Valid 42.0; Min. 35.46; StDev 15.819698597160256

Variable Format: numeric

Notes: UNF:6:UvIl7DOssbtZbIN4Li/rhA==

Date

f156058 Location:

Variable Format: character

Notes: UNF:6:yvODmCh2A4mKa4GNXDfhBw==

num_nodes

f156058 Location:

Summary Statistics: Max. 7990335.0; Min. 20389.0; Valid 52.0; Mean 2695995.0769230756; StDev 2511858.351961882;

Variable Format: numeric

Notes: UNF:6:ZhK+10h1kEpdHIZGEEKXGA==

num_edges

f156058 Location:

Summary Statistics: Valid 52.0; StDev 3.7446715755192965E7; Min. 68357.0; Mean 2.7608276692307677E7; Max. 1.20941451E8;

Variable Format: numeric

Notes: UNF:6:xRjWppxBfwdBbpDjgU+dRQ==

avg_out_degree

f156058 Location:

Summary Statistics: Mean 6.174807692307692; Max. 15.3; StDev 4.504360192813884; Min. 1.72; Valid 52.0

Variable Format: numeric

Notes: UNF:6:dGMeeByu1OpoqqAnTudZsA==