The graph represents a network of 4,688 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, 22 December 2019 at 17:21 UTC.
The requested start date was Sunday, 22 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 15-hour, 59-minute period from Saturday, 21 December 2019 at 09:01 UTC to Sunday, 22 December 2019 at 01:01 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 : 4688
Unique Edges : 4620
Edges With Duplicates : 2044
Total Edges : 6664
Number of Edge Types : 4
Mentions : 1807
Tweet : 2864
MentionsInRetweet : 1924
Replies to : 69
Self-Loops : 2864
Reciprocated Vertex Pair Ratio : 0.0148528991716652
Reciprocated Edge Ratio : 0.0292710385589643
Connected Components : 1788
Single-Vertex Connected Components : 1052
Maximum Vertices in a Connected Component : 1030
Maximum Edges in a Connected Component : 2185
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.223893
Graph Density : 0.000161700979617576
Modularity : 0.61278
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 4,688 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, 22 December 2019 at 17:21 UTC.
The requested start date was Sunday, 22 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 15-hour, 59-minute period from Saturday, 21 December 2019 at 09:01 UTC to Sunday, 22 December 2019 at 01:01 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:
[774] social,media [181] #socialmedia,#marketing [170] #seo,#socialmedia [163] #socialmedia,#seo [142] #contentmarketing,#socialmedia [133] #marketing,#socialmedia [132] #socialmedia,#socialmediamarketing [129] #visualcontenting,#contentmarketing [121] #positivevibes,#website [120] daily,thanks Top Word Pairs in Tweet in G1:
[297] social,media [141] #socialmedia,#seo [132] #contentmarketing,#socialmedia [129] #visualcontenting,#contentmarketing [55] #socialmedia,#srudukfollow [51] #socialmedia,#marketing [47] #socialmedia,platforms [42] media,marketing [42] live,#socialmedia [40] sabbath,class Top Word Pairs in Tweet in G2:
[61] #seo,#socialmedia [46] gt,gt [45] top,10 [45] infographics,decade [44] social,media [44] #growthhacking,#startups [43] decade,#digitalmarketing [43] #digitalmarketing,#growthhacking [43] #startups,#makeyourownlane [41] 10,#socialmedia Top Word Pairs in Tweet in G3:
[28] #digitalmarketing,#marketing [22] #socialmedia,#socialmediamarketing [20] social,media [17] #digitalmarketing,#contentmarketing [17] #contentmarketing,#marketing [17] #marketing,#business [16] #marketing,#socialmedia [14] #business,#socialmediamarketing [13] #socialmediamarketing,#socialmedia [13] #smallbusiness,#smallbiz Top Word Pairs in Tweet in G4:
[105] #positivevibes,#website [86] #seo,#socialmedia [86] #socialmedia,#contentmarketing [79] #website,#entrepreneur [77] #infographicb2b,#seo [70] social,media [68] online,mall [68] #socialmedia,#socialmediamarketing [57] best,online [51] mall,#positivevibes Top Word Pairs in Tweet in G5:
[16] type,content [16] content,share [16] share,#socialmedia [16] #socialmedia,educational [16] educational,informational [16] informational,tutorials [15] rebekahradice,type [14] social,media [10] #socialmedia,questions [10] questions,answered Top Word Pairs in Tweet in G6:
[13] ronald_vanloon,more [13] more,greassy [13] greassy,fingers [13] fingers,keyboard [13] keyboard,fabriziobustama [13] fabriziobustama,#technology [13] #technology,#internetofthings [13] #internetofthings,#iot [13] #iot,#innovation [13] #innovation,#soci Top Word Pairs in Tweet in G7:
[7] anthonyrochand,#socialdata [7] anthonyrochand,#socialmedia [6] #socialdata,analyse [6] analyse,audiences [6] audiences,synthesio [6] synthesio,fait [6] fait,point [6] point,hubinstitute [6] hubinstitute,#socialmedia [5] #socialmedia,#marketing Top Word Pairs in Tweet in G8:
[11] paula_piccard,#facebook [8] gt,gt [7] co,tech [7] tech,longwood [7] longwood,bronx [7] district,79 [7] 79,department [7] department,education [7] education,offering [7] #socialmedia,#ai Top Word Pairs in Tweet in G9:
[13] #trending,today [13] #followers,today [13] today,#smm [13] #smm,#socialmedia [13] #socialmedia,#trackalytics [4] social,media [3] battle,thumbs [3] thumbs,bowalleyroad [3] bowalleyroad,takes [3] takes,look Top Word Pairs in Tweet in G10:
[12] biggest,#socialmedia [12] #socialmedia,operation [12] operation,ve [12] ve,never [12] never,heard [12] heard,lawfareblog [12] lawfareblog,#youtube [12] #youtube,evankirstel [12] #b2b,#marketing [12] 16,predictions Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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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:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G10: