Bitcoin degree distribution and influential players (doi:10.21979/N9/88TWWS)

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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:

Bitcoin degree distribution and influential players

Identification Number:

doi:10.21979/N9/88TWWS

Distributor:

DR-NTU (Data)

Date of Distribution:

2025-02-07

Version:

2

Bibliographic Citation:

Foo, Kelvin Moo Chen, 2025, "Bitcoin degree distribution and influential players", https://doi.org/10.21979/N9/88TWWS, DR-NTU (Data), V2, UNF:6:pGkBnt0442bPx5NzBs4Qcw== [fileUNF]

Study Description

Citation

Title:

Bitcoin degree distribution and influential players

Identification Number:

doi:10.21979/N9/88TWWS

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/N9/88TWWS

Study Scope

Keywords:

Mathematical Sciences, Mathematical Sciences, Cryptocurrency

Abstract:

Data for in-degree and out-degree distribution of Bitcoin transactions and most influential sender and recipient.

Kind of Data:

Transaction data

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

File Description--f156189

File: Bitcoin monthly stats.tab

  • Number of cases: 180

  • No. of variables per record: 4

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

Notes:

UNF:6:LvdMy9dYyiyMp4xRtGtszw==

File Description--f156191

File: in_deg_dist_from2019.tab

  • Number of cases: 155835

  • No. of variables per record: 3

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

Notes:

UNF:6:msEXvNCmemwLTOwMPu1qLg==

File Description--f156187

File: in_deg_dist_till2018.tab

  • Number of cases: 99539

  • No. of variables per record: 3

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

Notes:

UNF:6:wlsE+vTPm6JCcHsraJUvng==

File Description--f156192

File: Most influential recipient 2023.tab

  • Number of cases: 35055

  • No. of variables per record: 3

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

Notes:

UNF:6:Hi9r+4HfBd5EjQPN/HKznQ==

File Description--f156185

File: Most influential recipient from 2020 to 2022.tab

  • Number of cases: 152847

  • No. of variables per record: 3

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

Notes:

UNF:6:4rsJnsYISv8X6x8pwPE8zg==

File Description--f156188

File: Most influential recipient till 2019.tab

  • Number of cases: 99526

  • No. of variables per record: 3

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

Notes:

UNF:6:1rCGRudJSBIJurGhBJVkUA==

File Description--f156186

File: Most influential sender from 2020.tab

  • Number of cases: 142519

  • No. of variables per record: 3

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

Notes:

UNF:6:JDhXCWy52GB4vZd0jQF60g==

File Description--f156190

File: Most influential sender till 2019.tab

  • Number of cases: 156557

  • No. of variables per record: 3

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

Notes:

UNF:6:RP8BGVtN5lraag4ogwZ5oA==

File Description--f156193

File: out_deg_dist_from2019.tab

  • Number of cases: 126106

  • No. of variables per record: 3

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

Notes:

UNF:6:vdsu2fahwS3NDCWOfhpWJg==

File Description--f156184

File: out_deg_dist_till2018.tab

  • Number of cases: 124173

  • No. of variables per record: 3

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

Notes:

UNF:6:hQ1IKLmlARX80XYFICdA6A==

Variable Description

List of Variables:

Variables

Date

f156189 Location:

Variable Format: character

Notes: UNF:6:doX8NoDtwVtfAzVV26/SHA==

num_transactions

f156189 Location:

Summary Statistics: Min. 93.0; Max. 2.75860643E8; Mean 6.443772891111127E7; StDev 6.698554211683262E7; Valid 180.0

Variable Format: numeric

Notes: UNF:6:b0qfiN6uf1WaH3Fv9nyxYA==

total_value

f156189 Location:

Summary Statistics: Max. 6.4217776645286216E16; Mean 1.9830091132670604E16; Valid 180.0; StDev 1.3864802975353E16; Min. 7.2787E12

Variable Format: numeric

Notes: UNF:6:wDikAGZTktyRv3NVfloIGQ==

new_wallet_address

f156189 Location:

Summary Statistics: Valid 179.0; Min. 1639.0; Mean 9016279.318435756; StDev 7438383.422013934; Max. 2.2470302E7

Variable Format: numeric

Notes: UNF:6:u1WHRQ4NPSxpZ+31EkG0SQ==

Date

f156191 Location:

Variable Format: character

Notes: UNF:6:jiNYgPLvL7ijl1PZqj9z0g==

in_degree

f156191 Location:

Summary Statistics: Mean 3137.466839927295; Max. 883757.0; StDev 12900.179025556474; Min. 1.0; Valid 155835.0;

Variable Format: numeric

Notes: UNF:6:iUDs44DOrs1YRCBginkKqA==

frequency

f156191 Location:

Summary Statistics: Valid 155835.0; Min. 1.0; StDev 201840.36810623386; Mean 5733.445997368739; Max. 1.3403586E7;

Variable Format: numeric

Notes: UNF:6:9Gehkc2hX05YdfD7RLeNUw==

Date

f156187 Location:

Variable Format: character

Notes: UNF:6:4p2Kcw6s5EJYsulHrKtoow==

in_degree

f156187 Location:

Summary Statistics: Min. 1.0; Max. 1556704.0; StDev 8119.868798100479; Mean 1570.4652749170014; Valid 99539.0;

Variable Format: numeric

Notes: UNF:6:ctbyvo3o+N+rWFoEeKeOKw==

frequency

f156187 Location:

Summary Statistics: Max. 1.3446594E7; Valid 99539.0; StDev 150737.93203095032; Min. 1.0; Mean 5268.63709701822

Variable Format: numeric

Notes: UNF:6:qrHKfHisHEzA4TbHSTIc8Q==

Date

f156192 Location:

Variable Format: character

Notes: UNF:6:n8ADWVGhLr2VXj9V9sKcoQ==

recipient

f156192 Location:

Variable Format: character

Notes: UNF:6:qsAN8MBRJz/ByYpA8XlYug==

in_degree

f156192 Location:

Summary Statistics: Valid 35055.0; StDev 15903.467709109638; Mean 4438.29507916141; Min. 1000.0; Max. 673134.0

Variable Format: numeric

Notes: UNF:6:AZ4yI5uCD+2Yentk+17AyA==

Date

f156185 Location:

Variable Format: character

Notes: UNF:6:pyvxadV6ukh0Em/iFuVJhA==

recipient

f156185 Location:

Variable Format: character

Notes: UNF:6:e4WBI2DtNrFhTq0EfEu2iw==

in_degree

f156185 Location:

Summary Statistics: Valid 152847.0; Min. 1000.0; Mean 2751.083050371005; Max. 883757.0; StDev 11046.51215424944;

Variable Format: numeric

Notes: UNF:6:+3ctcX9/balyStYD7XI0Qg==

Date

f156188 Location:

Variable Format: character

Notes: UNF:6:CIMdn1M8OItcnhJdv8/uAg==

recipient

f156188 Location:

Variable Format: character

Notes: UNF:6:WcI4iYOs1HXF1SLsUU3bCA==

in_degree

f156188 Location:

Summary Statistics: Max. 1556704.0; StDev 8556.302913720241; Valid 99526.0; Min. 1000.0; Mean 2593.998563189829;

Variable Format: numeric

Notes: UNF:6:usv0VShDrX3ydWFRnT3a4w==

Date

f156186 Location:

Variable Format: character

Notes: UNF:6:lh0pA/AhsizDOlyfjbkjKQ==

sender

f156186 Location:

Variable Format: character

Notes: UNF:6:ESjvoOkeE870ubd+rr2Stg==

out_degree

f156186 Location:

Summary Statistics: Max. 652964.0; Min. 1000.0; Valid 142519.0; Mean 2179.619805078417; StDev 8042.789570973381;

Variable Format: numeric

Notes: UNF:6:vproASKWpKf5ycMk/QOXoQ==

Date

f156190 Location:

Variable Format: character

Notes: UNF:6:RCTPdJCn8L+Z+0wKh+XOCA==

sender

f156190 Location:

Variable Format: character

Notes: UNF:6:FSiQ5NcQ9K40H6AUJefTuw==

out_degree

f156190 Location:

Summary Statistics: Valid 156557.0; StDev 5630.8599821038615; Mean 2577.1320349775; Max. 597411.0; Min. 1000.0;

Variable Format: numeric

Notes: UNF:6:4p6683JfjCQcJqmpjrrlFA==

Date

f156193 Location:

Variable Format: character

Notes: UNF:6:JE6TQAOMVeQIsXgaGxRshA==

out_degree

f156193 Location:

Summary Statistics: Max. 652964.0; Valid 126106.0; Mean 2187.317225191474; Min. 1.0; StDev 9162.16603775051;

Variable Format: numeric

Notes: UNF:6:Z2fJUYiwrn66eMRYIIzNNQ==

frequency

f156193 Location:

Summary Statistics: Min. 1.0; Max. 1.0580838E7; Mean 6696.534946791396; Valid 126106.0; StDev 184976.75107773647

Variable Format: numeric

Notes: UNF:6:77/a5qkPCM3xfwMPQrBhtQ==

Date

f156184 Location:

Variable Format: character

Notes: UNF:6:OvYgMnhF+uwU2INneRsf1Q==

out_degree

f156184 Location:

Summary Statistics: Min. 1.0; StDev 5555.433539471843; Valid 124173.0; Mean 2008.6654506212294; Max. 597411.0;

Variable Format: numeric

Notes: UNF:6:IOafXI1utAu6bcpnHki+6A==

frequency

f156184 Location:

Summary Statistics: Min. 1.0; Max. 1.0337478E7; Mean 3983.227295789515; StDev 125907.47391334361; Valid 124173.0

Variable Format: numeric

Notes: UNF:6:72hT7HYplO+ej9k7cC55Aw==