The graph represents a network of 1,460 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, 30 September 2020 at 16:46 UTC.
The requested start date was Wednesday, 30 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 33-day, 4-hour, 53-minute period from Thursday, 27 August 2020 at 18:06 UTC to Tuesday, 29 September 2020 at 23:00 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 : 1460
Unique Edges : 1931
Edges With Duplicates : 14291
Total Edges : 16222
Number of Edge Types : 5
Mentions : 4259
Replies to : 2629
Retweet : 3135
MentionsInRetweet : 4916
Tweet : 1283
Self-Loops : 1311
Reciprocated Vertex Pair Ratio : 0.174502712477396
Reciprocated Edge Ratio : 0.297151655119323
Connected Components : 215
Single-Vertex Connected Components : 143
Maximum Vertices in a Connected Component : 971
Maximum Edges in a Connected Component : 14993
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.914615
Graph Density : 0.00182945721877435
Modularity : 0.158344
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,460 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, 30 September 2020 at 16:46 UTC.
The requested start date was Wednesday, 30 September 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 33-day, 4-hour, 53-minute period from Thursday, 27 August 2020 at 18:06 UTC to Tuesday, 29 September 2020 at 23:00 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 : #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:
[511] #twittersmarter,chat [259] madalynsklar,#twittersmarter [233] social,media [194] madalynsklar,a3 [181] madalynsklar,a1 [175] growthsuite,madalynsklar [165] madalynsklar,a2 [165] content,strategy [163] twitter,chats [157] madalynsklar,a5 Top Word Pairs in Tweet in G1:
[203] #twittersmarter,chat [100] #twittersmarter,podcast [70] twitter,chats [68] madalynsklar,#twittersmarter [67] social,media [61] twitter,chat [49] madalynsklar,a3 [49] madalynsklar,a2 [45] use,twitter [45] madalynsklar,a1 Top Word Pairs in Tweet in G2:
[294] #twittersmarter,chat [189] madalynsklar,#twittersmarter [144] madalynsklar,a3 [135] growthsuite,madalynsklar [135] madalynsklar,a1 [124] content,strategy [120] social,media [116] madalynsklar,a5 [115] madalynsklar,a2 [112] madalynsklar,a4 Top Word Pairs in Tweet in G3:
[97] #marketing,#twittersmarter [91] #twittersmarter,featuring [60] madalynsklar,dd_invest [33] nickathootsuite,hootsuite [23] hootsuite,madalynsklar [21] black,people [14] social,media [11] #twittersmarter,chat [9] carlarjenkins,madalynsklar [8] growthsuite,madalynsklar Top Word Pairs in Tweet in G4:
[12] daily,conversation [12] conversation,report [12] report,ready [12] ready,#twittersmarter [10] #twittersmarter,sep [8] social,media [5] #art,#artistontwitter [5] #artistontwitter,#arts [5] #arts,#army [5] #army,#artist Top Word Pairs in Tweet in G5:
[8] curt_stevenson,debraruh [8] debraruh,error [8] error,tweeting [8] tweeting,edit [8] edit,#twitter [8] #twitter,#twittersmarter [7] marinegofficial,curt_stevenson [7] #twittersmarter,laurentb [2] btweeps_,interesting [2] interesting,#twittertool Top Word Pairs in Tweet in G6:
[109] hazloe3,thextraordinari [83] thextraordinari,hazloe3 [74] thextraordinari,end [74] end,day [74] day,company [74] company,made [74] made,people [74] people,steven [74] steven,bowen [40] bowen,#thextraordinarionly Top Word Pairs in Tweet in G7:
[41] queen,twitch [41] twitch,realpaigewwe [41] realpaigewwe,#twitch [41] #twitch,#twittersmarter [40] thewildcatwwe,queen Top Word Pairs in Tweet in G8:
[10] madalynsklar,a8 [4] app,analytics [3] #twittersmarter,chat [3] a8,audience [3] audience,intelligence [3] intelligence,tools [3] tools,aplenty [3] aplenty,market [3] market,marketer [3] marketer,generate Top Word Pairs in Tweet in G9:
[15] #academictwitter,#academicchatter [10] #academicchatter,#sciencetwitter [6] #sciencetwitter,#sciencecommunication [5] #sciencecommunication,#scicomm [4] exciting,news [4] news,labhopping [4] labhopping,beautiful [4] beautiful,book [4] book,indian [4] indian,women Top Word Pairs in Tweet in G10:
[20] social,media [15] media,marketing [3] check,wendys [3] wendys,o2 [3] o2,sainsburysnews [3] sainsburysnews,dealing [3] dealing,social [3] media,trolls [3] trolls,#twitter [3] #twitter,react Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: