The graph represents a network of 1,111 Twitter users whose tweets in the requested range contained "#TwitterSmarter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 13 February 2020 at 04:19 UTC.
The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 19-day, 6-hour, 14-minute period from Thursday, 23 January 2020 at 18:01 UTC to Wednesday, 12 February 2020 at 00:15 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 : 1111
Unique Edges : 2124
Edges With Duplicates : 6116
Total Edges : 8240
Number of Edge Types : 4
Mentions : 2352
Replies to : 1882
Tweet : 925
MentionsInRetweet : 3081
Self-Loops : 925
Reciprocated Vertex Pair Ratio : 0.157935887412041
Reciprocated Edge Ratio : 0.272788656313302
Connected Components : 128
Single-Vertex Connected Components : 86
Maximum Vertices in a Connected Component : 861
Maximum Edges in a Connected Component : 7928
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.024386
Graph Density : 0.0024018618078024
Modularity : 0.219236
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 1,111 Twitter users whose tweets in the requested range contained "#TwitterSmarter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 13 February 2020 at 04:19 UTC.
The requested start date was Wednesday, 12 February 2020 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 19-day, 6-hour, 14-minute period from Thursday, 23 January 2020 at 18:01 UTC to Wednesday, 12 February 2020 at 00:15 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 : #TwitterSmarter
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:
[359] #twittersmarter,chat [130] madalynsklar,a4 [127] madalynsklar,a1 [126] madalynsklar,#twittersmarter [122] madalynsklar,a2 [114] social,media [111] twitter,chats [109] madalynsklar,a3 [109] ask,hootsuite [108] madalynsklar,a5 Top Word Pairs in Tweet in G1:
[117] #twittersmarter,chat [94] ask,hootsuite [85] madalynsklar,ask [63] #twittersmarter,podcast [60] use,twitter [54] twitter,lists [43] ways,use [41] brand,#twittersmarter [41] engage,audience [41] audience,#twittersmarter Top Word Pairs in Tweet in G2:
[143] #twittersmarter,chat [88] madalynsklar,a4 [85] madalynsklar,a5 [83] madalynsklar,a1 [80] madalynsklar,a2 [73] madalynsklar,a3 [70] twitter,chats [64] madalynsklar,a6 [63] madalynsklar,#twittersmarter [60] jwatson_wx,agorapulse Top Word Pairs in Tweet in G3:
[7] #diklat,#bimtek [7] #bimtek,#goodnews [7] #goodnews,#blogger [7] #blogger,#google [7] hootsuite,madalynsklar [6] #newpost,#diklat [6] #google,#twittersmarter [6] #twittersmarter,#training [6] #deal,#ganga [5] #training,#seminar Top Word Pairs in Tweet in G4:
[54] #twittersmarter,chat [24] guest,rosehorowitz31 [22] rosehorowitz31,madalynsklar [20] valuable,content [16] chat,thursday [15] madalynsklar,#twittersmarter [14] guest,madalynsklar [14] creating,valuable [13] pm,10 [13] 10,pt Top Word Pairs in Tweet in G5:
[33] #twittersmarter,featuring [32] #marketing,#twittersmarter [19] madalynsklar,dd_invest [13] social,media [8] nickathootsuite,hootsuite [5] live,stream [5] hootsuite,madalynsklar [4] personal,professional [4] loyal,community [4] community,members Top Word Pairs in Tweet in G6:
[63] guests,coming [53] coming,#bookmarketingchat [51] mark,calendar [47] great,guests [47] calendar,#writer [47] #writer,friends [44] #bookmarketingchat,mark [40] friends,abbiemood [28] #twittersmarter,chat [24] abbiemood,12 Top Word Pairs in Tweet in G7:
[7] madalynsklar,#twittersmarter [6] #twittersmarter,chat [4] a5,evergreen [3] madalynsklar,kompassmedia [3] know,kristinsmedley [3] kristinsmedley,dedicated [3] dedicated,advocate [3] advocate,southwestair [3] southwestair,2m [3] 2m,followers Top Word Pairs in Tweet in G8:
[5] #startup,#twit [4] stop,waiting [4] waiting,somebody [4] somebody,elevate [4] elevate,game [4] game,already [4] already,equipped [4] equipped,everything [4] everything,need [4] need,manifest Top Word Pairs in Tweet in G9:
[9] a6,before [9] before,jump [9] jump,existing [9] existing,trend [9] trend,#twitter [9] #twitter,______ [9] ______,ask [9] ask,yourself [9] yourself,align [8] cardozagab,a6 Top Word Pairs in Tweet in G10:
[19] alright,site [19] site,toxic [19] toxic,pretty [19] pretty,much [19] much,staying [19] staying,#onhere [19] #onhere,point [19] point,read [19] read,microblogs [18] tonyzaret,alright 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: