The graph represents the network of YouTube videos whose title, keywords, description, categories, or author's username contain "social network analysis". The network was obtained from YouTube on Friday, 16 October 2020 at 12:08 UTC.
The network was limited to 90 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.
Vertices : 10197
Unique Edges : 16990
Edges With Duplicates : 895
Total Edges : 17885
Self-Loops : 0
Reciprocated Vertex Pair Ratio : 0.0206892509670613
Reciprocated Edge Ratio : 0.0405397645707723
Connected Components : 9
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 9775
Maximum Edges in a Connected Component : 17466
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.503187
Graph Density : 0.000167502476612845
Modularity : 0.780752
NodeXL Version : 1.0.1.441
Top Domains
Top Word Pairs in Tags in Entire Graph:
[2429] social,media [1564] network,marketing [724] machine,learning [657] graph,theory [586] social,network [537] data,science [477] deep,learning [455] ccc,exam [441] network,analysis [435] neural,network Top Word Pairs in Tags in G1:
[264] data,science [228] network,analysis [179] social,network [145] machine,learning [134] data,visualization [133] social,media [92] d3,js [88] data,analysis [77] field,study [71] python,data Top Word Pairs in Tags in G2:
[147] social,media [66] network,analysis [48] social,network [44] media,marketing [43] machine,learning [42] david,rives [38] data,visualization [36] mind,map [30] creation,21st [30] 21st,century Top Word Pairs in Tags in G3:
[343] graph,theory [155] network,theory [99] network,analysis [79] gate,academy [76] cut,set [69] theory,gate [69] gate,lectures [64] electrical,engineering [61] theory,network [57] gate,2020 Top Word Pairs in Tags in G4:
[388] neural,network [380] machine,learning [380] deep,learning [227] neural,networks [173] artificial,intelligence [105] learning,machine [105] convolutional,neural [72] learning,deep [65] learning,neural [58] learning,tutorial Top Word Pairs in Tags in G5:
[781] social,media [96] media,marketing [92] media,social [69] android,apps [57] social,networking [57] media,apps [56] tedxtalks,english [43] apps,android [42] apps,apps [41] digital,marketing Top Word Pairs in Tags in G6:
[1002] network,marketing [585] social,media [165] media,marketing [156] marketing,tips [124] marketing,network [123] tips,network [109] marketing,training [104] attraction,marketing [87] marketing,facebook [84] marketing,business Top Word Pairs in Tags in G7:
[71] data,science [40] santa,fe [33] complex,systems [28] machine,learning [26] complexity,science [24] fe,institute [23] institute,sfi [23] science,complexity [23] systems,complex [22] complex,adaptive Top Word Pairs in Tags in G8:
[49] power,power [45] data,visualization [40] tableau,tableau [36] business,intelligence [36] tableau,dashboard [34] bar,chart [31] tableau,tutorial [31] chart,tableau [30] custom,visuals [30] power,desktop Top Word Pairs in Tags in G9:
[77] social,networking [73] social,media [64] social,network [63] kaise,banaye [47] create,social [36] wordpress,wordpress [29] create,facebook [26] wordpress,tutorial [25] ecommerce,wordpress [25] app,development Top Word Pairs in Tags in G10:
[144] social,network [63] david,fincher [57] film,analysis [50] tips,screenwriting [47] field,study [40] lessons,screenplay [40] wisecrack,edition [38] screenwriting,tips [38] writing,tips [38] edition,wisecrack