The graph represents a network of 3,852 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, 26 April 2020 at 13:14 UTC.
The requested start date was Sunday, 26 April 2020 at 00:01 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 13-hour, 55-minute period from Friday, 24 April 2020 at 23:10 UTC to Saturday, 25 April 2020 at 13:05 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 : 3852
Unique Edges : 2622
Edges With Duplicates : 5907
Total Edges : 8529
Number of Edge Types : 5
Tweet : 2827
Retweet : 1985
MentionsInRetweet : 2701
Mentions : 887
Replies to : 129
Self-Loops : 2902
Reciprocated Vertex Pair Ratio : 0.0093167701863354
Reciprocated Edge Ratio : 0.0184615384615385
Connected Components : 1552
Single-Vertex Connected Components : 1065
Maximum Vertices in a Connected Component : 1102
Maximum Edges in a Connected Component : 3772
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 8.773891
Graph Density : 0.00021909050878344
Modularity : 0.45445
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 3,852 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, 26 April 2020 at 13:14 UTC.
The requested start date was Sunday, 26 April 2020 at 00:01 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 13-hour, 55-minute period from Friday, 24 April 2020 at 23:10 UTC to Saturday, 25 April 2020 at 13:05 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:
[542] social,media [362] #seo,#socialmedia [241] #marketing,#digital [240] #smm,#seo [239] #digital,#smm [189] #socialmedia,#defstar5 [188] #defstar5,#mpgvip [151] #mpgvip,#smm [139] #socialmedia,#seo [136] open,offers Top Word Pairs in Tweet in G1:
[254] social,media [95] #seo,#socialmedia [92] #socialmedia,#contentmarketing [83] #infographicb2b,#seo [44] #socialmedia,#srudukfollow [38] #socialmedia,#socialmediamarketing [35] #socialmedia,#marketing [34] #oneofpoints,#socialmedia [34] #socialmediamarketing,#smm [33] media,marketing Top Word Pairs in Tweet in G2:
[117] telegram,chat [114] tree,tippings [114] tippings,trivia [114] trivia,uptrennd [114] uptrennd,telegram [114] cctip_io,airdrop [113] chat,monday [113] monday,#socialmedia [113] #socialmedia,#trivia [113] #trivia,#1up Top Word Pairs in Tweet in G3:
[112] #art,#travel [79] many,beautiful [79] beautiful,reasons [79] reasons,happy [79] happy,today [79] today,#art [79] #travel,#socialmedia [78] havenlust,many [33] imagination,more [33] more,important Top Word Pairs in Tweet in G4:
[14] social,media [14] media,marketing [12] réseau,social [11] nouvelles,données [11] données,twitter [11] twitter,soulignent [11] soulignent,émergence [11] émergence,jeu [11] jeu,vidéo [11] vidéo,spécialistes Top Word Pairs in Tweet in G5:
[42] multi,billion [42] billion,dollar [42] dollar,industry [30] gt,gt [21] industry,lives [21] lives,data [21] data,multi [21] industry,making [21] making,living [20] mvollmer1,multi Top Word Pairs in Tweet in G6:
[229] #marketing,#digital [229] #digital,#smm [227] #smm,#seo [224] #seo,#socialmedia [182] #socialmedia,#defstar5 [181] #defstar5,#mpgvip [145] #mpgvip,#smm [133] open,offers [133] offers,#marketing [126] comistaken,open Top Word Pairs in Tweet in G7:
[67] looking,#social [67] #social,media [67] media,expert [67] expert,promote [67] promote,boost [67] boost,run [67] run,ads [65] ads,campaign [54] campaign,#socialmedia [34] #socialmedia,manager Top Word Pairs in Tweet in G8:
[115] #socialmedia,#seo [109] #visualcontenting,#contentmarketing [109] #contentmarketing,#socialmedia [21] #digitalmarketing,#marketing [19] #marketing,#socialmediamarketing [11] #socialmediamarketing,#socialmedia [11] #seo,tips [9] visit,gt [9] gt,information [9] information,#socialmedia Top Word Pairs in Tweet in G9:
[4] social,media [4] media,management [3] petejacksongmp,thetimes [3] thetimes,andyburnhamgm [3] andyburnhamgm,gmpolice [3] gmpolice,patel4witham [3] patel4witham,mennewsdesk [3] mennewsdesk,bbcnwt [3] bbcnwt,deputymayorofgm [3] deputymayorofgm,shaunattwood Top Word Pairs in Tweet in G10:
[10] social,media [10] #socialmedia,#marketing [7] #socialmedia,marketing [6] metrics,more [6] more,#socialmedia [6] content,marketers [6] marketers,stay [6] stay,relevant [6] relevant,during [6] during,covid Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: