The graph represents the network of YouTube videos whose title, keywords, description, categories, or author's username contain "P:eter Zeihan". The network was obtained from YouTube on Saturday, 09 March 2024 at 00:38 UTC.
The network was limited to 100 videos.
There is an edge for each pair of videos commented on by the same user.
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.
The edge colors are based on edge weight values. The edge widths are based on edge weight values. The edge opacities are based on edge weight values. The vertex sizes are based on views values. The vertex opacities are based on betweenness centrality values.
Overall Graph Metrics:
Vertices: 100
Unique Edges: 820
Edges With Duplicates: 2747
Total Edges: 3567
Self-Loops: 0
Reciprocated Vertex Pair Ratio: 0
Reciprocated Edge Ratio: 0
Connected Components: 4
Single-Vertex Connected Components: 3
Maximum Vertices in a Connected Component: 97
Maximum Edges in a Connected Component: 3567
Maximum Geodesic Distance (Diameter): 3
Average Geodesic Distance: 1.708577
Graph Density: 0.142121212121212
Modularity: 0.130074
NodeXL Version: 1.0.1.529
Top 10 Vertices, Ranked by Betweenness Centrality:
eejRr-oP6hw
GN4UZxH7224
pAjBy5cBwJ0
N2p4atitLzM
-4ct2yCQOK0
4mbQDmbaZuQ
S9-4toma0UE
RVbs0c3kfHc
v4hdynSEOQY
xQYiFyd-ah4
Top URLs In Video1 Comment in Entire Graph:
[7]
https://www.youtube.com/watch?v=N4w0g-apV2o&t=660[6]
https://www.youtube.com/watch?v=HB6guIIxjTY&t=165[6]
https://www.youtube.com/watch?v=pxyHB5UaQE4 https://youtu.be/pxyHB5UaQE4?si=wuMN6uJIRAh_nflY[5]
https://www.youtube.com/watch?v=-4ct2yCQOK0&t=65[5]
https://www.youtube.com/watch?v=JD3m6U6g53k&t=114[4]
https://rvtv.io/3tQlabB https://rvtv.io/3tQlabB https://www.youtube.com/watch?v=N4w0g-apV2o&t=24 https://www.youtube.com/watch?v=N4w0g-apV2o&t=611 https://www.youtube.com/watch?v=N4w0g-apV2o&t=1268 https://www.youtube.com/watch?v=N4w0g-apV2o&t=1750 https://www.youtube.com/watch?v=N4w0g-apV2o&t=2196 https://www.youtube.com/watch?v=N4w0g-apV2o&t=2499 https://www.youtube.com/watch?v=N4w0g-apV2o&t=2910 https://www.youtube.com/watch?v=N4w0g-apV2o&t=3514 https://www.youtube.com/watch?v=N4w0g-apV2o&t=3838 https://www.youtube.com/watch?v=N4w0g-apV2o&t=4221[4]
https://www.youtube.com/watch?v=a5I41pLH6S0&t=92[3]
https://www.youtube.com/watch?v=NJaLKS3JHcc&t=3564[3]
https://www.youtube.com/watch?v=NJaLKS3JHcc&t=3555[3]
https://www.youtube.com/watch?v=NJaLKS3JHcc&t=3545Top URLs In Video1 Comment in G1:
[6]
https://www.youtube.com/watch?v=pxyHB5UaQE4 https://youtu.be/pxyHB5UaQE4?si=wuMN6uJIRAh_nflY[6]
https://www.youtube.com/watch?v=HB6guIIxjTY&t=165[5]
https://www.youtube.com/watch?v=-4ct2yCQOK0&t=65[3]
https://www.youtube.com/watch?v=NJaLKS3JHcc&t=130[3]
https://www.youtube.com/watch?v=NJaLKS3JHcc&t=240[3]
https://www.youtube.com/watch?v=NJaLKS3JHcc&t=250[3]
https://www.youtube.com/watch?v=NJaLKS3JHcc&t=285[3]
https://www.youtube.com/watch?v=NJaLKS3JHcc&t=345[3]
https://www.youtube.com/watch?v=NJaLKS3JHcc&t=400[3]
https://www.youtube.com/watch?v=NJaLKS3JHcc&t=460Top URLs In Video1 Comment in G2:
[7]
https://www.youtube.com/watch?v=N4w0g-apV2o&t=660[5]
https://www.youtube.com/watch?v=JD3m6U6g53k&t=114[4]
https://www.youtube.com/watch?v=a5I41pLH6S0&t=92[4]
https://rvtv.io/3tQlabB https://rvtv.io/3tQlabB https://www.youtube.com/watch?v=N4w0g-apV2o&t=24 https://www.youtube.com/watch?v=N4w0g-apV2o&t=611 https://www.youtube.com/watch?v=N4w0g-apV2o&t=1268 https://www.youtube.com/watch?v=N4w0g-apV2o&t=1750 https://www.youtube.com/watch?v=N4w0g-apV2o&t=2196 https://www.youtube.com/watch?v=N4w0g-apV2o&t=2499 https://www.youtube.com/watch?v=N4w0g-apV2o&t=2910 https://www.youtube.com/watch?v=N4w0g-apV2o&t=3514 https://www.youtube.com/watch?v=N4w0g-apV2o&t=3838 https://www.youtube.com/watch?v=N4w0g-apV2o&t=4221[3]
https://www.youtube.com/watch?v=N4w0g-apV2o&t=3442[2]
https://www.youtube.com/watch?v=43axCkGrrN4&t=75[2]
http://www.youtube.com/results?search_query=%23trump2024[2]
https://www.youtube.com/watch?v=d8LdgsI9vyk&t=246[2]
https://www.youtube.com/watch?v=d8LdgsI9vyk&t=336[1]
https://www.youtube.com/watch?v=gyojBpBR1Jk https://www.youtube.com/watch?v=gyojBpBR1Jk&ab_channel=DialogueworksTop URLs In Video1 Comment in G3:
[3]
https://www.youtube.com/watch?v=l0CQsifJrMc&t=868[3]
https://www.youtube.com/watch?v=l0CQsifJrMc&t=990[3]
https://www.youtube.com/watch?v=l0CQsifJrMc&t=1770[3]
https://www.youtube.com/watch?v=l0CQsifJrMc&t=2100[1]
https://www.youtube.com/watch?v=S9-4toma0UE&t=53[1]
http://www.youtube.com/results?search_query=%23canzuk[1]
https://www.youtube.com/watch?v=lfY94JZsYYM&t=1567 https://www.youtube.com/watch?v=lfY94JZsYYM&t=1567sTop Domains In Video1 Comment in Entire Graph:
[148] youtube.com
[11] youtube.com youtube.com
[9] youtube.com youtu.be
[4] rvtv.io rvtv.io youtube.com youtube.com youtube.com youtube.com youtube.com youtube.com youtube.com youtube.com youtube.com youtube.com
[1] youtube.com youtu.be youtube.com youtu.be
Top Domains In Video1 Comment in G1:
[104] youtube.com
[8] youtube.com youtu.be
[6] youtube.com youtube.com
Top Domains In Video1 Comment in G2:
[30] youtube.com
[4] youtube.com youtube.com
[4] rvtv.io rvtv.io youtube.com youtube.com youtube.com youtube.com youtube.com youtube.com youtube.com youtube.com youtube.com youtube.com
[1] youtube.com youtu.be
[1] youtube.com youtu.be youtube.com youtu.be
Top Domains In Video1 Comment in G3:
[14] youtube.com
[1] youtube.com youtube.com
Top Words in Description in Entire Graph:
[167] subscribe
[165] find
[161] newsletter
[128] zeihan
[104] global
[100] more
[96] here
[91] geopolitics
[88] full
[88] twitter
Top Words in Description in G1:
[62] subscribe
[58] find
[58] newsletter
[52] zeihan
[39] global
[36] more
[36] here
[34] instagram
[34] geopolitics
[34] full
Top Words in Description in G2:
[62] find
[60] newsletter
[60] subscribe
[37] zeihan
[36] global
[35] here
[34] more
[32] geopolitics
[32] purchase
[32] twitter
Top Words in Description in G3:
[45] find
[44] subscribe
[43] newsletter
[33] zeihan
[26] more
[25] here
[24] global
[24] geopolitics
[23] youtube
[23] full
Top Words in Description in G4:
[8] morgan
[8] j
[8] p
[6] zeihan
[5] global
[5] trade
[4] geopolitical
[4] peter
[4] more
[4] capital
Top Word Pairs in Description in Entire Graph:
[88] zeihan,geopolitics
[81] instagram,facebook
[81] youtube,channel
[81] subscribe,newsletter
[81] subscribe,youtube
[80] media,twitter
[80] full,newsletter
[80] linkedin,instagram
[80] social,media
[80] find,more
Top Word Pairs in Description in G1:
[34] zeihan,geopolitics
[30] youtube,channel
[30] subscribe,youtube
[30] instagram,facebook
[29] purchase,global
[29] social,media
[29] listen,podcast
[29] full,newsletter
[29] media,twitter
[29] podcast,zeihan
Top Word Pairs in Description in G2:
[31] instagram,facebook
[31] zeihan,geopolitics
[30] newsletter,find
[30] webinar,here
[30] geopolitics,website
[30] subscribe,newsletter
[30] purchase,global
[30] media,twitter
[30] find,more
[30] here,find
Top Word Pairs in Description in G3:
[22] zeihan,geopolitics
[22] subscribe,newsletter
[21] social,media
[21] full,newsletter
[21] media,twitter
[21] youtube,channel
[21] newsletter,subscribe
[21] subscribe,youtube
[21] more,subscribe
[21] find,more
Top Word Pairs in Description in G4:
[8] p,morgan
[8] j,p
[4] peter,zeihan
[3] working,capital
[3] morgan,payments
[2] morgan,j
[2] geopolitical,strategist
[2] james,fraser
[2] trade,working