The graph represents a network of 190 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 Monday, 29 November 2021 at 01:17 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 45-minute period from Saturday, 20 November 2021 at 12:41 UTC to Sunday, 28 November 2021 at 21:27 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 : 191
Unique Edges : 283
Edges With Duplicates : 391
Total Edges : 674
Number of Edge Types : 5
Mentions : 336
Replies to : 31
Tweet : 62
MentionsInRetweet : 120
Retweet : 125
Self-Loops : 63
Reciprocated Vertex Pair Ratio : 0.0625
Reciprocated Edge Ratio : 0.117647058823529
Connected Components : 7
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 169
Maximum Edges in a Connected Component : 644
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.820272
Graph Density : 0.00983742077707357
Modularity : 0.368832
NodeXL Version : 1.0.1.447
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267136
Data Import : The graph represents a network of 190 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 Monday, 29 November 2021 at 01:17 UTC.
The tweets in the network were tweeted over the 8-day, 8-hour, 45-minute period from Saturday, 20 November 2021 at 12:41 UTC to Sunday, 28 November 2021 at 21:27 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:
[57] #twittertips,#twittersmarter [55] twitter,ios [46] ios,alert [46] alert,version [46] download,latest [46] latest,version [46] version,#twitterspaces [46] #twitterspaces,twitterspaces [36] twitterspaces,#twittertips [34] #twittersmarter,#twitterspacestips Top Word Pairs in Tweet in G1:
[32] #twittersmarter,featuring [24] #marketing,#twittersmarter [13] atnickmartin,hootsuite [10] madalynsklar,atnickmartin [9] social,media [8] social,selling [7] featuring,joanarssousa [7] joanarssousa,madalynsklar [7] madalynsklar,growthsuite [6] madalynsklar,dd_invest Top Word Pairs in Tweet in G2:
[19] social,media [18] engage,engage [17] #twittersmarter,chat [11] #twittersmarter,podcast [8] free,guide [7] twitter,chats [7] audio,tweet [7] twitter,profile [6] twitter,chat [6] twitter,spaces Top Word Pairs in Tweet in G3:
[57] #twittertips,#twittersmarter [55] twitter,ios [46] ios,alert [46] alert,version [46] download,latest [46] latest,version [46] version,#twitterspaces [46] #twitterspaces,twitterspaces [36] twitterspaces,#twittertips [34] #twittersmarter,#twitterspacestips Top Word Pairs in Tweet in G4:
[12] 1p,10a [10] #twittersmarter,chat [8] noon,9a [5] last,week [4] evacaletkova,diymarketers [4] diymarketers,thank [4] thank,certainly [4] certainly,response [4] response,great [4] great,question Top Word Pairs in Tweet in G5:
[10] year,thankful [10] thankful,friendships [10] friendships,over [10] over,world [10] world,both [10] both,platforms [10] platforms,especially [10] especially,given [10] given,pandemic [10] pandemic,limited Top Word Pairs in Tweet in G6:
[3] #seochat,nodexl [3] nodexl,darrenshaw_ [3] darrenshaw_,mordyoberstein [3] mordyoberstein,seoworksuk [3] seoworksuk,oneepiphany [3] oneepiphany,carolynlyden [3] carolynlyden,crystalontheweb [3] crystalontheweb,dan_patterson [3] dan_patterson,gosquad22 [3] gosquad22,bill_slawski Top Word Pairs in Tweet in G7:
[3] use,linkedin [3] linkedin,articles [3] articles,social [3] social,media [3] media,examiner [3] examiner,#influencermarketing [3] #influencermarketing,#twittersmarter [3] #twittersmarter,#digitalmarketing Top Word Pairs in Tweet in G8:
[3] a8,spend [3] spend,hour [3] hour,mega [3] mega,thread [3] thread,resources [3] resources,answer [3] answer,question [3] question,available [3] available,later [3] later,today Top Word Pairs in Tweet in G10:
[2] audio,marketing [2] marketing,future [2] future,social [2] social,seo [2] seo,#twittersmarter Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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 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: