The graph represents the network of YouTube videos whose title, keywords, description, categories, or author's username contain "Socialism". The network was obtained from YouTube on Wednesday, 01 July 2020 at 07:25 UTC.
The network was limited to 50 videos.
There is an edge for each pair of videos that have the same category.
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.
Author Description
Vertices : 3233
Unique Edges : 4377
Edges With Duplicates : 594
Total Edges : 4971
Self-Loops : 0
Reciprocated Vertex Pair Ratio : 0.0134431916738942
Reciprocated Edge Ratio : 0.0265297389816003
Connected Components : 5
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 3030
Maximum Edges in a Connected Component : 4772
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 4.26075
Graph Density : 0.000447313135272698
Modularity : 0.720765
NodeXL Version : 1.0.1.437
Top Domains
Top Word Pairs in Tags in Entire Graph:
[510] news,news [483] trevor,noah [384] daily,trevor [267] bernie,sanders [253] noah,daily [251] donald,trump [233] stock,market [216] news,finance [215] news,politics [206] market,news Top Word Pairs in Tags in G1:
[91] bernie,sanders [61] capitalism,socialism [54] democratic,socialism [50] news,news [45] socialism,capitalism [36] barack,obama [34] fox,news [34] ocasio,cortez [32] socialism,communism [32] current,events Top Word Pairs in Tags in G2:
[148] oxford,union [62] union,oxford [56] union,society [45] oxford,university [36] jeremy,corbyn [34] university,debates [34] debates,debating [33] debating,interview [25] university,university [25] jordan,peterson Top Word Pairs in Tags in G3:
[81] ocasio,cortez [76] bernie,sanders [69] alexandria,ocasio [65] democratic,debate [64] news,news [63] donald,trump [36] news,politics [36] hot,topics [35] las,vegas [34] fox,news Top Word Pairs in Tags in G4:
[85] tedxtalks,english [47] ted,talks [45] ted,talk [39] tedx,talk [38] tedx,talks [35] yanis,varoufakis [31] global,issues [27] english,united [22] talk,ted [21] talks,ted Top Word Pairs in Tags in G5:
[16] hong,kong [13] democratic,socialism [13] covid,19 [13] common,sense [13] sense,soapbox [12] bernie,sanders [12] foundation,economic [12] economic,education [12] swedish,culture [11] america,sweden Top Word Pairs in Tags in G6:
[39] david,harvey [29] karl,marx [26] rsa,animate [22] rsa,rsa [18] rsa,events [17] school,economics [16] london,school [15] royal,society [15] society,arts [12] rsa,royal Top Word Pairs in Tags in G7:
[449] trevor,noah [358] daily,trevor [236] noah,daily [166] episode,daily [147] comedy,central [123] daily,episodes [123] central,comedians [123] noah,trevor [119] comedian,funny [119] comedy,videos Top Word Pairs in Tags in G8:
[225] news,news [156] stock,market [151] market,news [150] news,finance [76] business,news [76] money,money [76] news,stock [75] cnbc,business [75] finance,stock [75] stock,stock Top Word Pairs in Tags in G9:
[71] warren,buffett [45] news,news [31] berkshire,hathaway [30] news,finance [30] stock,market [29] market,news [20] charlie,munger [19] documentary,documentary [18] buffett,warren [17] finance,news Top Word Pairs in Tags in G10:
[21] real,time [18] york,times [17] time,maher [16] white,house [16] donald,trump [10] daily,beast [10] nbc,news [10] maher,real [10] hbo,real [9] cupp,unfiltered