The graph represents a network of 5,017 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, 19 June 2019 at 21:28 UTC.
The requested start date was Tuesday, 18 June 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 3-day, 3-hour, 24-minute period from Friday, 14 June 2019 at 15:12 UTC to Monday, 17 June 2019 at 18:36 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 : 5017
Unique Edges : 5036
Edges With Duplicates : 2205
Total Edges : 7241
Number of Edge Types : 3
Mentions : 4293
Tweet : 2886
Replies to : 62
Self-Loops : 2886
Reciprocated Vertex Pair Ratio : 0.0368
Reciprocated Edge Ratio : 0.0709876543209877
Connected Components : 2011
Single-Vertex Connected Components : 1286
Maximum Vertices in a Connected Component : 1269
Maximum Edges in a Connected Component : 2519
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.180185
Graph Density : 0.000154498628109404
Modularity : 0.619353
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[796] social,media [251] #socialmedia,#marketing [200] #socialmedia,#digitalmarketing [169] #socialmedia,#socialmediamarketing [161] #marketing,#socialmedia [155] #digitalmarketing,#contentmarketing [123] gt,gt [108] check,out [93] #digitalmarketing,#socialmedia [88] #growthhacking,#startup Top Word Pairs in Tweet in G1:
[321] social,media [105] #socialmedia,#marketing [73] #marketing,#socialmedia [62] #love,#book [62] #socialmedia,#top [62] #top,#reading [62] #reading,#day [62] #day,#need [62] #need,#howto [62] #facebook,#branding Top Word Pairs in Tweet in G2:
[125] #digitalmarketing,#contentmarketing [124] #socialmedia,#digitalmarketing [80] #growthhacking,#startup [80] #startup,#seo [80] #contentmarketing,#growthhacking [77] #blogging,#infographic [74] gt,gt [66] #infographic,#deeplearning [63] #deeplearning,#ai [61] #ecommerce,#marketing Top Word Pairs in Tweet in G3:
[26] gt,gt [21] lt,lt [20] social,media [13] classe,les [13] les,commentaires [13] commentaires,réseau [13] réseau,social [13] social,détaille [13] détaille,nouvel [12] #socialmedia,comment Top Word Pairs in Tweet in G4:
[19] social,media [14] #socialmedia,post [13] create,perfect [13] perfect,#socialmedia [13] post,1 [13] 1,pay [13] pay,attention [13] attention,character [13] character,length [13] length,2 Top Word Pairs in Tweet in G5:
[16] social,media [12] v,socialmedia2day [12] #socialmedia,#digitalmarketing [11] #socialmedia,#marketing [8] infographie,une [8] une,petite [8] petite,histoire [8] histoire,#pub [8] #pub,sur [8] sur,#linkedin Top Word Pairs in Tweet in G6:
[17] social,media [8] learn,analyse [8] #phdchat,#socialmedia [7] academic,research [6] bet,dad [6] dad,#fathersday [6] #fathersday,back [6] back,stock [6] stock,new [6] new,facebook Top Word Pairs in Tweet in G7:
[27] social,media [10] media,posts [10] influencermh,#socialmedia [8] online,entrepreneurs [8] entrepreneurs,schedule [8] schedule,social [8] posts,fraction [8] fraction,time [8] time,lot [8] bulkly,#socialmedia Top Word Pairs in Tweet in G8:
[11] social,media [3] 27,instagram [3] instagram,tools [3] tools,marketers [3] marketers,know [3] know,2019 [3] 2019,hootsuite [3] hootsuite,#socialmedia [3] #socialmedia,#marketing [3] #socialmedia,#smm Top Word Pairs in Tweet in G9:
[17] cómo,hacer [15] #marketingdigital,#socialmedia [8] marketing,digital [8] ads,cómo [7] qué,sirve [6] qué,qué [6] hacer,plan [6] google,ads [5] 3,acciones [5] acciones,nunca Top Word Pairs in Tweet in G10:
[15] social,media [9] media,double [9] double,edged [9] edged,sword [9] sword,great [9] great,way [9] way,reach [9] reach,out [9] out,new [9] new,clients 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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