The graph represents a network of 1,390 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, 21 April 2021 at 16:40 UTC.
The requested start date was Wednesday, 21 April 2021 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 39-day, 21-hour, 34-minute period from Thursday, 11 March 2021 at 23:10 UTC to Tuesday, 20 April 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 : 1390
Unique Edges : 2371
Edges With Duplicates : 13841
Total Edges : 16212
Number of Edge Types : 5
Replies to : 2918
Mentions : 5093
MentionsInRetweet : 4247
Retweet : 2626
Tweet : 1328
Self-Loops : 1350
Reciprocated Vertex Pair Ratio : 0.189053337056688
Reciprocated Edge Ratio : 0.317989666510099
Connected Components : 173
Single-Vertex Connected Components : 122
Maximum Vertices in a Connected Component : 1101
Maximum Edges in a Connected Component : 15788
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.810646
Graph Density : 0.00220540630130885
Modularity : 0.140543
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,390 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, 21 April 2021 at 16:40 UTC.
The requested start date was Wednesday, 21 April 2021 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 39-day, 21-hour, 34-minute period from Thursday, 11 March 2021 at 23:10 UTC to Tuesday, 20 April 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:
[737] #twittersmarter,chat [426] social,media [221] social,selling [174] madalynsklar,#twittersmarter [169] content,calendar [168] madalynsklar,a1 [152] madalynsklar,a2 [142] twitter,chats [130] fuhsionmktg,s_narmadhaa [129] madalynsklar,a3 Top Word Pairs in Tweet in G1:
[388] #twittersmarter,chat [171] social,media [82] ask,hootsuite [81] social,selling [67] twitter,spaces [66] #twittersmarter,podcast [63] content,calendar [62] madalynsklar,ask [54] madalynsklar,a1 [50] madalynsklar,a7 Top Word Pairs in Tweet in G2:
[117] #twittersmarter,chat [94] #twittersmarter,featuring [85] #marketing,#twittersmarter [77] social,media [52] atnickmartin,hootsuite [37] madalynsklar,a4 [37] madalynsklar,cgritmon [36] madalynsklar,a2 [34] madalynsklar,a5 [34] hootsuite,madalynsklar Top Word Pairs in Tweet in G3:
[176] #twittersmarter,chat [131] social,media [112] social,selling [98] fuhsionmktg,s_narmadhaa [83] madalynsklar,#twittersmarter [81] alyx,#twittersmarter [80] madalynsklar,a1 [74] content,calendar [64] madalynsklar,a3 [62] sabrinacadini,albermoire Top Word Pairs in Tweet in G4:
[6] daily,conversation [6] conversation,report [6] report,ready [6] ready,#twittersmarter [5] social,media [5] #twittersmarter,#twitter [5] #leadgeneration,expert [5] expert,need [5] need,targeted [5] targeted,lead Top Word Pairs in Tweet in G5:
[4] #twittersmarter,twitter [3] hey,twitter [2] jeremy_linaburg,twitter [2] twitter,#twittersmarter [2] #twitter,#twittersmarter [2] #twittersmarter,#twitterspaces [2] madalynsklar,kmmkcomm [2] twitter,ve [2] ve,years [2] years,verified Top Word Pairs in Tweet in G6:
[43] #twittersmarter,chat [23] chat,spaces [18] madalynsklar,badredheadmedia [18] #bookmarketingchat,hosts [18] hosts,badredheadmedia [16] madalynsklar,join [14] badredheadmedia,flick_va [14] flick_va,alexandria_sz [13] weekly,#twittersmarter [12] super,excited Top Word Pairs in Tweet in G7:
[13] social,media [11] media,marketing [3] marketing,trends [3] online,sales [3] sales,guide [3] guide,tips [3] create,social [3] top,hashtags [2] trends,2016 [2] 2016,online Top Word Pairs in Tweet in G8:
[16] more,tech [14] tech,programming [13] machine,learning [13] programming,stuff [11] biasontech,look [11] look,major [11] major,machine [11] learning,algorithms [11] algorithms,python [11] python,codes Top Word Pairs in Tweet in G9:
[7] #twitch,#twitchaffiliate [6] #twitchaffiliate,#twittersmarter [6] #twittersmarter,#smallstreamersconnect [4] go,people [4] people,part [4] part,until [4] until,dawn [4] dawn,#twitch [3] reece_is_stream,go [3] #smallstreamersconnect,#smallstream Top Word Pairs in Tweet in G10:
[11] quick,social [11] social,media [11] media,lesson [11] lesson,once [11] once,use [11] use,word [11] word,retard [11] retard,pejorative [11] pejorative,tweet [11] tweet,reply 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 G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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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: