The graph represents a network of 465 Twitter users whose recent tweets contained "#twittersmarter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 14 January 2021 at 20:35 UTC.
The tweets in the network were tweeted over the 7-day, 9-hour, 39-minute period from Thursday, 07 January 2021 at 10:30 UTC to Thursday, 14 January 2021 at 20:09 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 : 465
Unique Edges : 1100
Edges With Duplicates : 4353
Total Edges : 5453
Number of Edge Types : 5
MentionsInRetweet : 455
Mentions : 1958
Replies to : 1639
Retweet : 924
Tweet : 477
Self-Loops : 494
Reciprocated Vertex Pair Ratio : 0.24702380952381
Reciprocated Edge Ratio : 0.39618138424821
Connected Components : 49
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 368
Maximum Edges in a Connected Component : 5329
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.483684
Graph Density : 0.00776789024842417
Modularity : 0.143321
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 465 Twitter users whose recent tweets contained "#twittersmarter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 14 January 2021 at 20:35 UTC.
The tweets in the network were tweeted over the 7-day, 9-hour, 39-minute period from Thursday, 07 January 2021 at 10:30 UTC to Thursday, 14 January 2021 at 20:09 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 : TwitterSearch
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:
[312] personal,brand [308] social,media [167] #twittersmarter,chat [131] work,life [121] life,balance [85] fuhsionmktg,s_narmadhaa [79] madalynsklar,a2 [78] madalynsklar,#twittersmarter [74] madalynsklar,a1 [70] brand,#twittersmarter Top Word Pairs in Tweet in G1:
[108] social,media [104] personal,brand [76] #twittersmarter,chat [35] work,life [33] life,balance [32] engage,engage [29] madalynsklar,a2 [26] madalynsklar,a8 [25] madalynsklar,a5 [25] twitter,features Top Word Pairs in Tweet in G2:
[68] personal,brand [49] social,media [27] madalynsklar,hootsuite [25] atnickmartin,hootsuite [23] #twittersmarter,featuring [21] #marketing,#twittersmarter [21] alyx,#twittersmarter [17] brand,#twittersmarter [15] madalynsklar,a1 [14] work,life Top Word Pairs in Tweet in G3:
[123] personal,brand [99] social,media [80] fuhsionmktg,s_narmadhaa [55] #twittersmarter,chat [41] work,life [41] madalynsklar,#twittersmarter [39] sabrinacadini,madalynsklar [39] madalynsklar,fuhsionmktg [38] life,balance [38] albermoire,darcydeleon Top Word Pairs in Tweet in G4:
[47] social,media [41] work,life [38] life,balance [25] #twittersmarter,chat [19] madalynsklar,a1 [18] madalynsklar,a2 [16] jzjakez,madalynsklar [16] personal,brand [14] madalynsklar,a4 [14] lizpittman_,madalynsklar Top Word Pairs in Tweet in G5:
[5] social,media [4] ज,य [4] य,द [3] #twitter,#twittersmarter [3] media,marketing [2] क,ज [2] द,स [2] स,ज [2] द,ल [2] #marketing,#twittersmarter Top Word Pairs in Tweet in G7:
[2] entra,twitch [2] twitch,ver [2] ver,jackocastillo [2] jackocastillo,conmigo [2] conmigo,#minecraft [2] #minecraft,#streamer [2] #streamer,#twitch [2] #twitch,#twittersmarter [2] #twittersmarter,vamos [2] vamos,darle Top Word Pairs in Tweet in G9:
[3] #chats,find [3] find,yourself [3] yourself,eastern [3] eastern,time [3] time,#goalchat [3] #goalchat,sun [3] sun,10p [3] 10p,#bizapaloozachat [3] #bizapaloozachat,2p [3] 2p,#soulnestingchat Top Word Pairs in Tweet in G10:
[4] regular,citizens [4] citizens,reported [4] reported,tweeted [4] tweeted,threats [4] threats,violence [4] violence,those [4] those,accounts [4] accounts,removed [4] removed,parler [4] parler,welcomed 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 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 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: