The graph represents a network of 4,652 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 Thursday, 06 June 2019 at 21:28 UTC.
The requested start date was Tuesday, 04 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 1-day, 5-hour, 6-minute period from Sunday, 02 June 2019 at 13:30 UTC to Monday, 03 June 2019 at 18:37 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 : 4652
Unique Edges : 4543
Edges With Duplicates : 2652
Total Edges : 7195
Number of Edge Types : 3
Tweet : 2915
Mentions : 4165
Replies to : 115
Self-Loops : 2915
Reciprocated Vertex Pair Ratio : 0.0218870156758356
Reciprocated Edge Ratio : 0.0428364688856729
Connected Components : 1946
Single-Vertex Connected Components : 1283
Maximum Vertices in a Connected Component : 1203
Maximum Edges in a Connected Component : 2889
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.32712
Graph Density : 0.00015968422179385
Modularity : 0.573838
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[881] social,media [263] #socialmedia,#digitalmarketing [207] #socialmedia,#marketing [162] #digitalmarketing,#contentmarketing [156] #marketing,#socialmedia [149] #socialmedia,#socialmediamarketing [132] check,out [115] #socialmedia,#smm [100] gt,gt [93] st3ph3n6,digitalleadersa Top Word Pairs in Tweet in G1:
[333] social,media [74] #marketing,#socialmedia [67] #socialmedia,#socialmediamarketing [64] #socialmedia,#marketing [50] check,out [42] #jfb,#socialmedia [40] #iartg,#flbiz [39] #instagram,#socialmedia [37] #flbiz,#blogquirky [35] https,t Top Word Pairs in Tweet in G2:
[31] check,out [23] https,t [23] t,co [18] #marketing,#socialmedia [16] out,help [12] social,media [12] help,#musicartists [12] #musicartists,#socialmediamarketing [12] #socialmediamarketing,make [12] make,sure Top Word Pairs in Tweet in G3:
[163] #socialmedia,#digitalmarketing [122] #digitalmarketing,#contentmarketing [83] #contentmarketing,#growthhacking [80] #startup,#seo [79] #growthhacking,#startup [79] #blogging,#infographic [77] #deeplearning,#ai [74] #infographic,#deeplearning [70] #ecommerce,#marketing [68] #machinelearning,#bigdata Top Word Pairs in Tweet in G4:
[29] #socialmedia,#digitalmarketing [26] social,media [18] #socialmedia,#marketing [15] #digitalmarketing,#contentmarketing [15] gt,gt [14] #socialmedia,#smm [12] #smm,#socialmediamarketing [9] #content,#socialmedia [7] #socialmedia,#socialmediamarketing [7] facebook,ads Top Word Pairs in Tweet in G5:
[17] #seo,12 [17] 12,stratégies [17] stratégies,link [17] link,building [17] building,pour [17] pour,améliorer [17] améliorer,votre [17] votre,référencement [17] référencement,2019 [16] anthonyrochand,#seo Top Word Pairs in Tweet in G6:
[92] st3ph3n6,digitalleadersa [36] dhs_london,healthcare [33] #socialselling,#socialmedia [32] #socialmedia,#socialselling [26] healthcare,market [21] digital,transformation [21] gehealthcare,#digitaltransformation [19] healthcare,solutions [17] marketing,healthcare [16] philipshealth,gskhealthcare Top Word Pairs in Tweet in G7:
[12] #ai,#marketing [9] #rstats,#tensorflow [9] #socialmedia,#smm [7] #hacked,#hacker [7] #marketing,#leadership [6] #tensorflow,#cloudsecurity [6] #cloudsecurity,#hacked [6] #hacker,#socialmedia [6] ability,see [6] see,beauty Top Word Pairs in Tweet in G8:
[20] social,media [18] visa,applicants [16] statedept,policy [16] requiring,visa [15] media,major [15] major,forum [15] forum,terrorist [15] terrorist,sentiment [15] sentiment,activity [15] activity,statedept Top Word Pairs in Tweet in G9:
[18] #marketingdigital,#socialmedia [16] redes,sociales [14] social,media [13] community,manager [11] hacer,auditoría [10] cómo,hacer [10] auditoría,redes [9] cuanto,cobra [9] cobra,community [9] manager,nos Top Word Pairs in Tweet in G10:
[55] social,media [55] media,linked [55] linked,higher [55] higher,risk [55] risk,depression [55] depression,teen [55] teen,girls [55] girls,#socialmedia [55] #socialmedia,#depression [54] wef,social 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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