The graph represents a network of 1,137 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 Wednesday, 10 November 2021 at 17:40 UTC.
The requested start date was Wednesday, 10 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 40-day, 3-hour, 23-minute period from Thursday, 30 September 2021 at 17:21 UTC to Tuesday, 09 November 2021 at 20:45 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 : 1137
Unique Edges : 1729
Edges With Duplicates : 14616
Total Edges : 16345
Number of Edge Types : 5
MentionsInRetweet : 5106
Mentions : 4403
Tweet : 1143
Retweet : 3181
Replies to : 2512
Self-Loops : 1163
Reciprocated Vertex Pair Ratio : 0.170723684210526
Reciprocated Edge Ratio : 0.291654959258219
Connected Components : 66
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 945
Maximum Edges in a Connected Component : 15848
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.708625
Graph Density : 0.00275542879086303
Modularity : 0.143946
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,137 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 Wednesday, 10 November 2021 at 17:40 UTC.
The requested start date was Wednesday, 10 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 40-day, 3-hour, 23-minute period from Thursday, 30 September 2021 at 17:21 UTC to Tuesday, 09 November 2021 at 20:45 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:
[623] #twittersmarter,chat [283] madalynsklar,#twittersmarter [205] social,media [184] madalynsklar,a1 [178] madalynsklar,a2 [170] givewp,madalynsklar [164] inkandcopy,madalynsklar [158] jelletells,madalynsklar [142] fuhsionmktg,s_narmadhaa [140] twitter,spaces Top Word Pairs in Tweet in G1:
[313] #twittersmarter,chat [87] social,media [78] madalynsklar,#twittersmarter [73] twitter,spaces [61] #twittersmarter,podcast [51] twitter,chat [47] each,week [45] lanceaschart,madalynsklar [44] engage,engage [44] jelletells,madalynsklar Top Word Pairs in Tweet in G2:
[280] #twittersmarter,chat [193] madalynsklar,#twittersmarter [144] madalynsklar,a1 [136] madalynsklar,a2 [129] inkandcopy,madalynsklar [125] fuhsionmktg,s_narmadhaa [123] givewp,madalynsklar [114] jelletells,madalynsklar [98] madalynsklar,a3 [94] social,media Top Word Pairs in Tweet in G3:
[131] feature,alert [119] joselinmane,twitterspaces [118] twitterspaces,feature [66] twitter,ios [50] twitterspaces,event [50] event,alert [49] learn,twitterspaces [46] testing,twitter [46] ios,version [46] join,test Top Word Pairs in Tweet in G4:
[115] #twittersmarter,featuring [81] #marketing,#twittersmarter [68] madalynsklar,dd_invest [33] atnickmartin,hootsuite [29] #mondayblogs,#twittersmarter [22] noon,9a [17] #chats,business [17] business,life [17] life,#seotalk [17] #seotalk,11a Top Word Pairs in Tweet in G5:
[66] facebook,whistleblower [66] whistleblower,frances [66] frances,haugen [66] haugen,60minutes [66] realized,change [66] change,algorithm [65] 60minutes,facebook [65] facebook,realized [65] girlsreallyrule,facebook [64] algorithm,sa Top Word Pairs in Tweet in G6:
[6] daily,conversation [6] conversation,report [6] report,ready [6] ready,#twittersmarter [5] yesterdays,top [5] top,conversations [4] #twittersmarter,oct [3] #twittersmarter,#edchat [2] a2,educational [2] educational,value Top Word Pairs in Tweet in G7:
[15] #grc,chief [15] chief,technology [15] technology,officer [15] officer,rio [15] rio,involed [15] involed,supply [15] supply,chain [15] chain,mgt [15] mgt,thinks [15] thinks,lucy Top Word Pairs in Tweet in G8:
[5] social,media [3] media,examiner [3] small,business [2] media,today [2] today,socialmedia2day [2] #globalmarketing,#twittersmarter [2] use,instagram [2] instagram,insights [2] insights,analyze [2] analyze,organic Top Word Pairs in Tweet in G9:
[3] latest,music [3] music,marketing [3] marketing,daily [3] daily,thanks [3] thanks,madalynsklar Top Word Pairs in Tweet in G10:
[12] thursday,#twitterchat [12] #twitterchat,list [12] list,#1 [12] #1,#jachat [12] #jachat,day [12] day,#twitterchatpt [12] #twitterchatpt,6am [12] 6am,#engagors [12] #engagors,8am [12] 8am,#1pmchat Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
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: