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 Wednesday, 11 September 2019 at 21:34 UTC.
The requested start date was Tuesday, 10 September 2019 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 12-hour, 57-minute period from Monday, 09 September 2019 at 11:03 UTC to Tuesday, 10 September 2019 at 00:00 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 : 4300
Edges With Duplicates : 2189
Total Edges : 6489
Number of Edge Types : 3
Tweet : 3375
Mentions : 3023
Replies to : 91
Self-Loops : 3375
Reciprocated Vertex Pair Ratio : 0.019558131111916
Reciprocated Edge Ratio : 0.0383658969804618
Connected Components : 2353
Single-Vertex Connected Components : 1602
Maximum Vertices in a Connected Component : 414
Maximum Edges in a Connected Component : 944
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 7.011311
Graph Density : 0.000128113779235428
Modularity : 0.565711
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[809] social,media [178] #socialmedia,#marketing [143] #socialmedia,#seo [122] #contentmarketing,#socialmedia [119] #socialmedia,#digitalmarketing [113] #marketing,#socialmedia [112] gt,gt [105] #visualcontenting,#contentmarketing [93] media,marketing [84] #socialmedia,#socialmediamarketing Top Word Pairs in Tweet in G1:
[369] social,media [58] #socialmedia,#marketing [42] check,out [42] #socialmedia,#srudukfollow [39] #socialmedia,marketing [38] #marketing,#socialmedia [34] media,marketing [25] #digitalmarketing,#socialmedia [25] marketing,#feedly [22] redes,sociales Top Word Pairs in Tweet in G2:
[19] social,media [18] anthonyrochand,#socialmedia [17] objectifs,réussite [17] #socialmedia,facebook [15] facebook,annoncé [15] annoncé,nouvel [15] nouvel,accord [15] accord,financement [15] financement,avec [15] avec,divers Top Word Pairs in Tweet in G3:
[53] #socialmedia,#digitalmarketing [37] social,media [16] #digitalmarketing,#contentmarketing [14] 2019,#socialmedia [12] seeing,results [12] results,don [12] don,t [12] t,time [12] time,promote [10] instagram,#socialmedia Top Word Pairs in Tweet in G4:
[12] gt,gt [11] social,jukebox [8] #digitalmarketing,#marketing [6] path,#cyberattack [6] #cyberattack,infographic [6] infographic,#cybersecurity [6] #cybersecurity,#infosec [6] #infosec,#fintech [6] #fintech,#markets [6] #markets,#databreach Top Word Pairs in Tweet in G5:
[12] bbcnews,plans [12] plans,work [12] work,tech [12] tech,giants [12] giants,battle [12] battle,#fakenews [12] #fakenews,#socialmedia [12] #socialmedia,#publishers [11] andrewcurryla,bbcnews [11] #publishers,#digitalmarketing Top Word Pairs in Tweet in G6:
[29] #socialmedia,#ai [27] marker,pen [27] pen,lets [27] lets,draw [27] draw,electric [27] electric,circuit [27] circuit,gigadgets_ [27] gigadgets_,#iot [27] #iot,#5g [27] #5g,#smartcities Top Word Pairs in Tweet in G7:
[12] #mondaymotivation,#iphone [11] #iphone,#mondaythoughts [11] #mondaythoughts,#mondaymood [9] #mondaymood,#mondaymorning [9] #mondaymorning,#fibawc [5] thehill,#mondaymotivation [4] #fibawc,#fix2k20 [3] cnn,#mondaymotivation [2] donaldjtrumpjr,profschlitzo7 [2] profschlitzo7,pulte Top Word Pairs in Tweet in G8:
[10] social,media [8] youtube,making [8] making,significant [8] significant,moves [8] moves,better [8] better,protect [8] protect,young [8] young,viewers [8] viewers,#socialmedia [7] socialmedia2day,youtube Top Word Pairs in Tweet in G9:
[13] #marketing,news [11] #advertising,newswire [7] thoughts,one [7] one,y'all [5] using,#socialmedia [5] #socialmedia,full [5] full,potential [5] potential,#follow [5] #follow,thread [5] thread,social Top Word Pairs in Tweet in G10:
[26] social,media [17] #influenceurs,thinkers [17] thinkers,360 [17] 360,top [17] top,100 [17] 100,influencers [17] influencers,#socialmedia [17] #socialmedia,great [17] great,thanks [15] louisserge,#influenceurs Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: