The graph represents a network of 1,069 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, 27 May 2020 at 16:46 UTC.
The requested start date was Wednesday, 27 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 19-day, 5-hour, 12-minute period from Thursday, 07 May 2020 at 17:59 UTC to Tuesday, 26 May 2020 at 23:12 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 : 1069
Unique Edges : 1644
Edges With Duplicates : 9791
Total Edges : 11435
Number of Edge Types : 5
MentionsInRetweet : 3517
Replies to : 1793
Mentions : 3257
Retweet : 2142
Tweet : 726
Self-Loops : 763
Reciprocated Vertex Pair Ratio : 0.171628077912532
Reciprocated Edge Ratio : 0.29297365119197
Connected Components : 127
Single-Vertex Connected Components : 90
Maximum Vertices in a Connected Component : 782
Maximum Edges in a Connected Component : 10919
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.647262
Graph Density : 0.00279234679756011
Modularity : 0.158734
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 1,069 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, 27 May 2020 at 16:46 UTC.
The requested start date was Wednesday, 27 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 19-day, 5-hour, 12-minute period from Thursday, 07 May 2020 at 17:59 UTC to Tuesday, 26 May 2020 at 23:12 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 G2:
[135] #twittersmarter,chat [65] madalynsklar,a1 [59] madalynsklar,#twittersmarter [48] madalynsklar,a3 [42] sabrinacadini,albermoire [36] albermoire,darcydeleon [30] heatherheuman,madalynsklar [28] social,media [28] madalynsklar,a2 [28] twitter,influencers Top Word Pairs in Tweet in G3:
[170] #twittersmarter,featuring [107] #marketing,#twittersmarter [87] madalynsklar,dd_invest [80] social,media [79] nickathootsuite,hootsuite [78] featuring,thewritingguru [76] thewritingguru,madalynsklar [75] twitter,lists [72] stay,top [66] #twittersmarter,chat Top Word Pairs in Tweet in G4:
[68] #twittersmarter,chat [65] lovely,#twittersmarter [42] madalynsklar,#twittersmarter [17] madalynsklar,a1 [12] customer,insights [8] madalynsklar,dknowlton1 [8] people,know [5] stages,funnel [5] twitter,search [5] social,media Top Word Pairs in Tweet in G5:
[37] twitter,#twittersmarter [27] daily,conversation [19] conversation,report [19] report,ready [18] ready,#twittersmarter [16] social,media [16] تكبير,القضيب [12] marketing,#twittersmarter [12] #twitch,#twittersmarter [12] #twitter,#twittersmarter Top Word Pairs in Tweet in G6:
[6] soar,wit [6] wit,conquer [6] conquer,dignity [6] dignity,handle [6] handle,care [4] care,criss [4] criss,jami [3] jami,killosophy [3] killosophy,#thextraordinarionly [3] #thextraordinarionly,#sundaymotivation Top Word Pairs in Tweet in G7:
[27] #twittersmarter,podcast [27] #twittersmarter,chat [27] madalynsklar,#twittersmarter [27] social,media [27] twitter,chats [27] follow,three [27] three,track [27] track,#twitter [27] #twitter,posting [27] posting,strategy Top Word Pairs in Tweet in G8:
[21] #twittersmarter,chat [15] flipboard,twitter [13] using,flipboard [10] twitter,account [9] use,flipboard [7] flipboard,#twittersmarter [7] twitter,flipboard [7] social,media [7] topic,hashtag [7] madalynsklar,#twittersmarter Top Word Pairs in Tweet in G9:
[17] unseen,#clicks [15] #clicks,#ramcharan [8] #ramcharan,#seetharamarajucharan [8] #seetharamarajucharan,alwaysramcharan [7] alwaysramcharan,#twittersmarter [6] charankonidela1,unseen Top Word Pairs in Tweet in G10:
[20] madalynsklar,dknowlton1 [20] brother,#twittersmarter Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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