The graph represents a network of 1,397 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 Thursday, 29 April 2021 at 16:40 UTC.
The requested start date was Wednesday, 28 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 37-day, 9-hour, 26-minute period from Sunday, 21 March 2021 at 13:58 UTC to Tuesday, 27 April 2021 at 23:24 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 : 1397
Unique Edges : 2436
Edges With Duplicates : 13890
Total Edges : 16326
Number of Edge Types : 5
Retweet : 2576
MentionsInRetweet : 4290
Mentions : 5189
Replies to : 2992
Tweet : 1279
Self-Loops : 1301
Reciprocated Vertex Pair Ratio : 0.184773774044974
Reciprocated Edge Ratio : 0.311914017836725
Connected Components : 151
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 1118
Maximum Edges in a Connected Component : 15926
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.737519
Graph Density : 0.00224232032209832
Modularity : 0.153175
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,397 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 Thursday, 29 April 2021 at 16:40 UTC.
The requested start date was Wednesday, 28 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 37-day, 9-hour, 26-minute period from Sunday, 21 March 2021 at 13:58 UTC to Tuesday, 27 April 2021 at 23:24 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:
[719] #twittersmarter,chat [431] social,media [233] social,selling [192] madalynsklar,#twittersmarter [169] content,calendar [166] madalynsklar,a1 [159] twitter,chats [157] madalynsklar,a2 [142] fuhsionmktg,s_narmadhaa [136] madalynsklar,a3 Top Word Pairs in Tweet in G1:
[384] #twittersmarter,chat [172] social,media [109] ask,hootsuite [93] social,selling [92] madalynsklar,ask [74] twitter,spaces [70] #twittersmarter,podcast [64] content,calendar [58] madalynsklar,#twittersmarter [57] emotional,intelligence Top Word Pairs in Tweet in G2:
[240] #twittersmarter,chat [183] social,media [129] fuhsionmktg,s_narmadhaa [121] social,selling [111] madalynsklar,#twittersmarter [100] madalynsklar,a1 [94] madalynsklar,a2 [91] content,calendar [87] #twittersmarter,featuring [87] sabrinacadini,albermoire Top Word Pairs in Tweet in G3:
[29] social,media [27] #twittersmarter,chat [15] media,marketing [13] twitter,chats [13] madalynsklar,cgritmon [8] twitter,chat [8] madalynsklar,join [8] madalynsklar,a1 [8] thursday,twitter [8] chats,#thesocialcircle Top Word Pairs in Tweet in G4:
[6] #twittersmarter,#twitter [5] #leadgeneration,expert [5] expert,need [5] need,targeted [5] targeted,lead [5] lead,please [5] please,order [5] order,more [5] more,info [5] info,order Top Word Pairs in Tweet in G5:
[39] #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] super,excited [13] weekly,#twittersmarter Top Word Pairs in Tweet in G6:
[10] tweetinggoddess,madalynsklar [10] winniesun,jeffsheehan [10] madalynsklar,thatchristinag [10] thatchristinag,aheadcast [9] jeffsheehan,tweetinggoddess [8] fuhsionmktg,a8 [8] a8,many [8] many,few [8] few,winniesun [4] content,calendar Top Word Pairs in Tweet in G7:
[20] #twittersmarter,chat [17] social,media [12] thursday,#twitterchat [12] #twitterchat,list [12] list,#1 [12] #1,#jachat [12] #jachat,day [12] day,#twitterchatpt [12] #twitterchatpt,6am [12] 6am,#engagors Top Word Pairs in Tweet in G8:
[19] more,tech [19] tech,programming [19] programming,stuff [19] stuff,follow [14] world,more [13] look,leading [13] leading,javascript [13] javascript,framework [13] framework,world [12] biasontech,look 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 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:
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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: