NATO defense spending, YouTube, 6/26/2020 2:19:29 PM, 229934


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YouTube Users NATO defense spending 50-100-100 rel 2020-06-26
YouTube Users NATO defense spending 50-100-100 rel 2020-06-26
From:
SMRFoundation
Uploaded on:
June 26, 2020
Short Description:
NATO defense spending via NodeXL https://bit.ly/2BHkWZ8
@UChLtXXpo4Ge1ReTEboVvTDg
@UCwCuZMfa69D3-9t30D4RzmQ
@UCuFFtHWoLl5fauMMD5Ww2jA
@UCIenB7ggeK6z9K33CMHDxBw
@UCHevgXCcATBIke1a8YNiq8w
@UChirEOpgFCupRAk5etXqPaA
@UCwAJMAukyPqGxuOqQoY74-Q
@UCP2lGeyFVhqhONbjioTCwhA
@UCx4Z1gx7U7qTG05ofyIFiIw


Description:
Description
The graph represents the network of YouTube videos whose title, keywords, description, categories, or author's username contain "NATO defense spending". The network was obtained from YouTube on Friday, 26 June 2020 at 14:15 UTC.

The network was limited to 50 videos.

There is an edge for each user who comented an a video. There is an edge for each user who replied to a comment.

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


[180] https://www.youtube.com/watch?v=
[135] https://www.youtube.com/watch?v=spw2DgKy6ko
[92] https://www.youtube.com/watch?v=hV1MgMsyrF4
[68] https://www.youtube.com/watch?v=El2V7n2okHY
[42] https://www.youtube.com/watch?v=1aAidLzOKwk
[32] https://www.youtube.com/watch?v=NesnRCZjekM
[14] https://www.youtube.com/watch?v=u8-6kWhxI50
[10] https://www.youtube.com/watch?v=Lhbbxp1aWBg
[9] https://www.youtube.com/watch?v=f5_D9p6r8QU
[9] https://www.youtube.com/watch?v=Fu5fBas-WB8

[85] https://www.youtube.com/watch?v=spw2DgKy6ko
[39] https://www.youtube.com/watch?v=
[14] https://www.youtube.com/watch?v=NesnRCZjekM
[2] https://www.youtube.com/watch?v=hV1MgMsyrF4

[89] https://www.youtube.com/watch?v=hV1MgMsyrF4
[26] https://www.youtube.com/watch?v=
[2] https://www.youtube.com/watch?v=1aAidLzOKwk

[64] https://www.youtube.com/watch?v=El2V7n2okHY
[26] https://www.youtube.com/watch?v=

[40] https://www.youtube.com/watch?v=1aAidLzOKwk
[19] https://www.youtube.com/watch?v=

[27] https://www.youtube.com/watch?v=
[24] https://www.youtube.com/watch?v=spw2DgKy6ko
[9] https://www.youtube.com/watch?v=NesnRCZjekM
[3] https://www.youtube.com/watch?v=Lhbbxp1aWBg

[9] https://www.youtube.com/watch?v=f5_D9p6r8QU
[7] https://www.youtube.com/watch?v=jCueH7_OD80
[7] https://www.youtube.com/watch?v=Lhbbxp1aWBg
[6] https://www.youtube.com/watch?v=nkdzLah88wc

[14] https://www.youtube.com/watch?v=u8-6kWhxI50
[14] https://www.youtube.com/watch?v=
[3] https://www.youtube.com/watch?v=El2V7n2okHY
[2] https://www.youtube.com/watch?v=db7NnIcuuWw

[11] https://www.youtube.com/watch?v=
[8] https://www.youtube.com/watch?v=spw2DgKy6ko
[1] https://www.youtube.com/watch?v=NesnRCZjekM
[1] https://www.youtube.com/watch?v=El2V7n2okHY

[8] https://www.youtube.com/watch?v=
[6] https://www.youtube.com/watch?v=NesnRCZjekM

[7] https://www.youtube.com/watch?v=1nqPexL5aQw

Author Description


Overall Graph Metrics
Vertices : 353
Unique Edges : 477
Edges With Duplicates : 147
Total Edges : 624
Number of Edge Types : 2
Comment : 157
Reply : 467
Self-Loops : 52
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 13
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 320
Maximum Edges in a Connected Component : 601
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.98058
Graph Density : 0.00400785475148081
Modularity : 0.660622
NodeXL Version : 1.0.1.437

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs In Comment in Entire Graph:
[2] https://www.cdc.gov/flu/weekly/index.htm
[2] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/cases-in-us.html
[2] https://www.youtube.com/watch?v=vKuNrSWv6BM

[1] http://www.youtube.com/results?search_query=%23IkeaSucks
[1] http://www.youtube.com/results?search_query=%23russian_sponsored_comment_549
[1] http://www.youtube.com/results?search_query=%23russian_sponsored_comment_550
[1] http://www.youtube.com/results?search_query=%23screwnato
[1] http://www.youtube.com/results?search_query=%23screwnafta
[1] http://www.youtube.com/results?search_query=%23peepeetape
[1] http://www.youtube.com/results?search_query=%23JasonTheWorldisYours

Top URLs In Comment in G2:
[1] http://www.youtube.com/results?search_query=%23screwnato
[1] http://www.youtube.com/results?search_query=%23screwnafta

Top URLs In Comment in G3:
[2] https://www.cdc.gov/flu/weekly/index.htm
[2] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/cases-in-us.html
[2] https://www.youtube.com/watch?v=vKuNrSWv6BM

[1] http://www.youtube.com/results?search_query=%23russian_sponsored_comment_550
[1] http://www.youtube.com/results?search_query=%23russian_sponsored_comment_549

Top URLs In Comment in G4:
[1] http://www.youtube.com/results?search_query=%23peepeetape

Top URLs In Comment in G6:
[1] http://www.youtube.com/results?search_query=%23JasonTheWorldisYours

Top Domains
Top Domains In Comment in Entire Graph:
[9] youtube.com
[4] cdc.gov

Top Domains In Comment in G2:
[2] youtube.com

Top Domains In Comment in G3:
[4] youtube.com
[4] cdc.gov

Top Domains In Comment in G4:
[1] youtube.com

Top Domains In Comment in G6:
[1] youtube.com

Top Hashtags
Top Words
Top Words in Comment in Entire Graph:
[114] nato
[102] canada
[82] trump
[64] military
[56] russia
[54] countries
[47] europe
[45] pay
[41] defense
[39] spending

Top Words in Comment in G1:
[30] canada
[26] nato
[17] china
[12] russia
[12] trump
[11] defense
[10] military
[10] weapons
[10] agreed
[10] canadian

Top Words in Comment in G2:
[27] nato
[26] canada
[19] military
[17] trump
[17] countries
[17] spend
[13] money
[13] army
[13] eu
[12] europe

Top Words in Comment in G3:
[15] nato
[13] trump
[9] pay
[8] country
[7] countries
[7] americans
[7] president
[7] paying
[6] lol
[6] people

Top Words in Comment in G4:
[15] usa
[11] nato
[10] russia
[9] trump
[9] countries
[9] europe
[8] spending
[8] military
[6] defense
[6] pay

Top Words in Comment in G5:
[11] canada
[7] jon
[7] smith
[5] trump
[5] defense
[5] communism
[4] military
[4] canadian
[4] nato
[4] jetstom

Top Words in Comment in G6:
[7] canada
[4] trump
[3] country
[3] nato
[3] military
[3] german
[2] spend
[2] tough
[2] crossed
[2] time

Top Words in Comment in G7:
[12] trump
[12] nato
[8] europe
[8] military
[6] spending
[5] spend
[5] russian
[4] russia
[4] defense
[4] usa

Top Words in Comment in G8:
[8] canada
[5] hated
[4] country
[4] spending
[3] heyy
[3] natives
[3] earth
[3] govt
[3] countries
[3] yrs

Top Words in Comment in G9:
[12] canada
[5] government
[4] nation
[3] lunamaria
[3] people
[3] inception
[2] citizens
[2] india
[2] liberal
[2] natives

Top Words in Comment in G10:
[6] nato
[3] russia
[3] money
[2] trump
[2] afford
[2] military
[2] providing

Top Word Pairs
Top Word Pairs in Comment in Entire Graph:
[11] russia,china
[8] military,spending
[7] jon,smith
[7] nato,countries
[7] spend,money
[7] reckless,ron
[6] european,countries
[6] eu,army
[5] leave,nato
[5] poo,ape

Top Word Pairs in Comment in G1:
[7] reckless,ron
[5] russia,china
[4] hong,kong
[4] kong,phooey
[3] hillbilly,beer
[3] beer,dranker
[3] spend,gdp
[3] gdp,defense
[3] jetstom,jetstom
[3] poo,ape

Top Word Pairs in Comment in G2:
[6] eu,army
[5] zachary,mccullough
[4] spend,money
[4] army,happen
[3] coast,guard
[3] happen,convince
[3] military,spending
[3] common,army
[3] defence,budget
[3] national,debt

Top Word Pairs in Comment in G3:
[5] matthew,namehere
[3] covid,19
[2] 000,americans
[2] americans,dead
[2] brian,lenhart
[2] puny,head
[2] utter,failure
[2] robed,reviewer
[2] kevin,denning
[2] pull,nato

Top Word Pairs in Comment in G4:
[4] usa,spending
[4] concerned,voter
[3] imiss,toronto
[2] countries,spend
[2] european,countries
[2] real,life
[2] china,europe
[2] demand,pay
[2] peace,respect
[2] crappy,arms

Top Word Pairs in Comment in G5:
[7] jon,smith
[3] dave,french
[3] french,canadian
[2] canada,cheap
[2] cheap,influence
[2] influence,pathetically
[2] pathetically,powerless
[2] powerless,country
[2] country,leeches
[2] jetstom,jetstom

Top Word Pairs in Comment in G6:
[2] weapons,sales

Top Word Pairs in Comment in G7:
[4] military,spending
[2] gdp,spend
[2] dollars,russian
[2] defense,industry
[2] wondering,nato
[2] nato,fighting

Top Word Pairs in Comment in G8:
[3] hated,country
[2] country,earth
[2] countries,tripled
[2] risen,20

Top Word Pairs in Comment in G9:
[3] canada,inception
[2] liberal,government
[2] time,canada