The graph represents a network of 6,738 Twitter users whose tweets in the requested range contained "#SocialMedia", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 October 2020 at 12:32 UTC.
The requested start date was Sunday, 18 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 1-day, 5-hour, 20-minute period from Thursday, 15 October 2020 at 12:46 UTC to Friday, 16 October 2020 at 18:06 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 6738
Unique Edges : 7581
Edges With Duplicates : 8705
Total Edges : 16286
Number of Edge Types : 5
Tweet : 3765
Retweet : 3120
MentionsInRetweet : 7089
Mentions : 2128
Replies to : 184
Self-Loops : 3901
Reciprocated Vertex Pair Ratio : 0.0161084714335381
Reciprocated Edge Ratio : 0.031706204379562
Connected Components : 2377
Single-Vertex Connected Components : 1598
Maximum Vertices in a Connected Component : 2427
Maximum Edges in a Connected Component : 9546
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 6.064476
Graph Density : 0.000193153680143762
Modularity : 0.520774
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,738 Twitter users whose tweets in the requested range contained "#SocialMedia", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 October 2020 at 12:32 UTC.
The requested start date was Sunday, 18 October 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 1-day, 5-hour, 20-minute period from Thursday, 15 October 2020 at 12:46 UTC to Friday, 16 October 2020 at 18:06 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #SocialMedia
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1070] social,media [836] facebook,twitter [810] twitter,#socialmedia [800] #socialmedia,censorship [800] google,facebook [798] wow,message [798] message,sentomcotton [798] sentomcotton,google [798] censorship,winter [798] winter,coming Top Word Pairs in Tweet in G1:
[463] social,media [95] #socialmedia,#contentmarketing [88] #seo,#socialmedia [83] #socialmedia,#marketing [80] #socialmedia,#socialmediamarketing [69] #infographicb2b,#seo [51] media,marketing [49] #marketing,#socialmedia [48] #digitalmarketing,#socialmedia [48] #socialmedia,#srudukfollow Top Word Pairs in Tweet in G2:
[805] facebook,twitter [802] twitter,#socialmedia [798] wow,message [798] message,sentomcotton [798] sentomcotton,google [798] google,facebook [798] #socialmedia,censorship [798] censorship,winter [798] winter,coming [797] mariabartiromo,wow Top Word Pairs in Tweet in G3:
[92] #socialmedia,around [92] around,1940s [91] larrykim,#socialmedia [86] social,media [49] #marketing,#contentmarketing [48] #contentmarketing,#inboundmarketing [47] #inboundmarketing,#blog [44] #blog,#mktg [39] #mktg,#socialmedia [39] #smm,#growthhacking Top Word Pairs in Tweet in G4:
[39] social,media [24] réseaux,sociaux [15] anthonyrochand,comment [14] comment,faire [14] #seo,#marketing [12] socialmedia2day,#socialmedia [11] faire,plan [11] plan,#média [11] #média,hubspotfrance [11] hubspotfrance,#communication Top Word Pairs in Tweet in G5:
[39] digitalscoutings,top [39] #socialmedia,marketing [39] marketing,#influencer [34] social,media [34] #influencer,ranking [33] thank,inspiration [31] ranking,thank [22] stratorob,digitalscoutings [16] top,100 [16] 100,#socialmedia Top Word Pairs in Tweet in G6:
[39] #ai,future [39] future,#developing [39] #developing,#socialmedia [39] #socialmedia,app [39] app,allows [39] allows,users [39] users,worldwide [39] worldwide,mobilize [39] mobilize,share [39] share,ideas Top Word Pairs in Tweet in G7:
[55] join,webtalk [50] webtalk,earn [45] earn,share [42] share,revenue [35] #twitter,#facebook [29] #facebook,#instagram [24] #socialmedia,#socialmediamarketing [24] #crypto,#socialmedia [22] #socialmediamarketing,#digitalmarketing [21] social,media Top Word Pairs in Tweet in G8:
[92] gt,gt [28] gt,#digitalhealth [25] #marketing,news [19] social,media [18] #digitalhealth,#socialmedia [17] #socialmedia,#ui [14] covid,19 [14] #socialmedia,#digitalmarketing [13] entrepreneur,#tech [13] #entrepreneur,#socialmedia Top Word Pairs in Tweet in G9:
[17] #contestalert,one [17] one,more [17] more,clue [17] clue,ranked [17] ranked,top [17] top,30 [17] 30,ceos [17] ceos,#socialmedia [17] #socialmedia,pick [17] pick,correct Top Word Pairs in Tweet in G10:
[15] #seo,#socialmedia [11] #marketingdigital,#socialmedia [11] marketing,digital [10] redes,sociales [9] #socialmedia,#communitymanager [9] soyaidamar,perbea123 [9] perbea123,leikoleo [9] leikoleo,activithink [9] activithink,carlamarquez_cm [9] carlamarquez_cm,castro_valin Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: