The graph represents a network of 4,094 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, 01 December 2019 at 17:00 UTC.
The requested start date was Sunday, 01 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 1-day, 0-hour, 0-minute period from Saturday, 30 November 2019 at 01:00 UTC to Sunday, 01 December 2019 at 01:00 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 : 4094
Unique Edges : 4036
Edges With Duplicates : 2755
Total Edges : 6791
Number of Edge Types : 3
Mentions : 3792
Tweet : 2899
Replies to : 100
Self-Loops : 2899
Reciprocated Vertex Pair Ratio : 0.0136096504794309
Reciprocated Edge Ratio : 0.026853829722307
Connected Components : 1634
Single-Vertex Connected Components : 990
Maximum Vertices in a Connected Component : 858
Maximum Edges in a Connected Component : 2725
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.045282
Graph Density : 0.000195563075447483
Modularity : 0.554632
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,094 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, 01 December 2019 at 17:00 UTC.
The requested start date was Sunday, 01 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 1-day, 0-hour, 0-minute period from Saturday, 30 November 2019 at 01:00 UTC to Sunday, 01 December 2019 at 01:00 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".
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:
[657] social,media [241] #socialmedia,#seo [212] #socialmedia,#marketing [180] #contentmarketing,#socialmedia [175] #socialmedia,#socialmediamarketing [173] #marketing,#socialmedia [173] #infographic,follow [159] #visualcontenting,#contentmarketing [155] #seo,#socialmedia [148] #digitalmarketing,#socialmedia Top Word Pairs in Tweet in G1:
[236] social,media [72] #entrepreneur,#business [71] #positivevibes,#website [71] #website,#entrepreneur [56] online,mall [56] go,#positivevibes [54] #marketing,#socialmediamarketing [43] #socialmediamarketing,#socialmedia [42] mall,shopping [42] shopping,go Top Word Pairs in Tweet in G2:
[99] #socialmedia,#marketing [86] #marketing,#contentmarketing [78] social,media [76] #socialmedia,#socialmediamarketing [70] #socialmedia,#smm [63] #marketing,#socialmedia [57] #ian1,#iartg [57] #iartg,#asmsg [57] #asmsg,#author [56] #retweet,#follow Top Word Pairs in Tweet in G3:
[36] #iot,#5g [32] future,watch [32] watch,#blackfriday [32] #blackfriday,#fridayvibes [32] #fridayvibes,#augmentedreality [32] #augmentedreality,#mixedreality [32] #mixedreality,#innovation [32] #innovation,#iot [32] #5g,#blackfriday2019 [31] fabriziobustama,future Top Word Pairs in Tweet in G4:
[156] #infographic,follow [77] suggestions,downline [77] downline,building [77] building,expand [77] expand,organizations [77] organizations,significantly [75] email,marketing [75] marketing,process [75] process,#infographic [75] follow,#ai Top Word Pairs in Tweet in G5:
[97] #seo,#socialmedia [95] #socialmedia,#contentmarketing [88] #infographicb2b,#seo [47] social,media [46] #socialmedia,#srudukfollow [20] jely,gamat [17] #socialmedia,#business [17] #salingfollow,#socialmedia [16] content,marketing [15] #marketing,#socialmediamarketing Top Word Pairs in Tweet in G6:
[144] #socialmedia,#seo [143] #visualcontenting,#contentmarketing [143] #contentmarketing,#socialmedia [105] #digitalmarketing,#socialmedia [95] #quizupwithus,#digitalmarketing [70] #socialmedia,#socialmediamarketing [50] #socialmediamarketing,#marketingstrategy [33] binary,server [33] server,debugging [33] debugging,run Top Word Pairs in Tweet in G7:
[10] médias,sociaux [9] réseaux,sociaux [9] #digitalmarketing,#socialmedia [6] secrets,marque [6] marque,démarquer [6] démarquer,monde [6] monde,saturé [6] saturé,buffer [6] buffer,#socialmedia [6] followers,#socialmedia Top Word Pairs in Tweet in G8:
[17] #socialmedia,' [13] #infografia,#socialmedia [9] #infografia,#infographic [9] #infographic,#socialmedia [7] blog,#infografia [6] tinder,#infografia [6] irenempalmero,sonafpro [6] sonafpro,leikoleo [6] leikoleo,andreadobrovska [6] andreadobrovska,vivianfrancos Top Word Pairs in Tweet in G9:
[76] gt,gt [17] mikequindazzi,gt [14] #socialmedia,#gaming [14] #gaming,prominent [14] prominent,uses [14] uses,#ar [14] #ar,#consumers [14] #consumers,gt [14] gt,_superdata [14] _superdata,mikequindazzi Top Word Pairs in Tweet in G10:
[31] victor,martinez [17] #retrato,victor [14] #portrait,#retrato [13] martinez,#dibujo [11] #dibujo,#drawing [11] #drawing,28x22 [10] #dibujo,28x22 [10] 28x22,cm [9] cb,#art [9] #art,#painting Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
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: