The graph represents a network of 1,214 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 January 2021 at 17:46 UTC.
The requested start date was Wednesday, 27 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 36-day, 18-hour, 0-minute period from Thursday, 17 December 2020 at 18:42 UTC to Saturday, 23 January 2021 at 12:42 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 : 1214
Unique Edges : 1835
Edges With Duplicates : 13633
Total Edges : 15468
Number of Edge Types : 5
Tweet : 1429
Retweet : 2557
MentionsInRetweet : 3725
Replies to : 3117
Mentions : 4640
Self-Loops : 1472
Reciprocated Vertex Pair Ratio : 0.215194109772423
Reciprocated Edge Ratio : 0.354172404296337
Connected Components : 174
Single-Vertex Connected Components : 115
Maximum Vertices in a Connected Component : 915
Maximum Edges in a Connected Component : 15034
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.623339
Graph Density : 0.00246573705233393
Modularity : 0.138131
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,214 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 January 2021 at 17:46 UTC.
The requested start date was Wednesday, 27 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 36-day, 18-hour, 0-minute period from Thursday, 17 December 2020 at 18:42 UTC to Saturday, 23 January 2021 at 12:42 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:
[564] social,media [479] #twittersmarter,chat [302] personal,brand [217] madalynsklar,#twittersmarter [173] madalynsklar,a1 [166] madalynsklar,a2 [158] madalynsklar,a4 [153] madalynsklar,a5 [152] fuhsionmktg,s_narmadhaa [150] jzjakez,madalynsklar Top Word Pairs in Tweet in G1:
[245] #twittersmarter,chat [234] social,media [87] #twittersmarter,podcast [84] personal,brand [70] madalynsklar,#twittersmarter [68] ask,hootsuite [68] twitter,chat [60] madalynsklar,ask [56] twitter,chats [53] madalynsklar,a5 Top Word Pairs in Tweet in G2:
[246] social,media [206] #twittersmarter,chat [200] personal,brand [139] fuhsionmktg,s_narmadhaa [132] madalynsklar,#twittersmarter [121] madalynsklar,a1 [109] madalynsklar,a2 [109] sabrinacadini,albermoire [108] madalynsklar,sabrinacadini [108] albermoire,darcydeleon Top Word Pairs in Tweet in G3:
[78] #twittersmarter,featuring [67] #marketing,#twittersmarter [29] atnickmartin,hootsuite [29] madalynsklar,dd_invest [20] social,media [20] hootsuite,madalynsklar [16] #bizapaloozachat,2p [16] #soulnestingchat,7p [13] nyjets,browns [13] 2p,#soulnestingchat Top Word Pairs in Tweet in G4:
[16] 30,rock [16] rock,trans [15] trans,jenna [15] jenna,maroney [14] chole,30 [14] maroney,#8yearswithsuga [14] #8yearswithsuga,#8yearswithjimin [14] #8yearswithjimin,daystar [14] daystar,#twittermarketing [13] #twittermarketing,#twittersmarter Top Word Pairs in Tweet in G5:
[20] social,media [12] madalynsklar,a8 [11] #twittersmarter,chat [8] jen,#twittersmarter [8] mehulgohil,madalynsklar [7] talkwalker,hubspot [7] madalynsklar,expwriters [6] madalynsklar,a7 [6] check,#twittersmarter [6] lizpittman_,madalynsklar Top Word Pairs in Tweet in G6:
[4] personal,brand [4] audiences,map [4] top,hashtags [3] nodexl,madalynsklar [3] madalynsklar,jkatzaman [3] map,#chataboutbrand [3] #deleteyouraccount,#twittersmarter [3] each,week [2] jkatzaman,fuhsionmktg [2] fuhsionmktg,janetmachuka_ Top Word Pairs in Tweet in G7:
[6] social,media [5] d_scott,septembersaid [5] septembersaid,kompassmedia [4] oreo,superbowl [4] personal,brand [4] #twittersmarter,chat [4] madalynsklar,#twittersmarter [3] madalynsklar,moreleo [3] chat,#twittersmarter [3] #twittersmarter,#leadloudly Top Word Pairs in Tweet in G9:
[2] twitter,#twittersmarter [2] #twittersmarter,#twitter [2] #twitter,#2021year [2] #2021year,#acting [2] #acting,#seinfeld [2] #seinfeld,#blessed [2] #blessed,#justiceleague [2] #justiceleague,#batman [2] #batman,#dccomics Top Word Pairs in Tweet in G10:
[3] entra,twitch [3] twitch,ver [3] ver,jackocastillo [3] jackocastillo,conmigo [3] conmigo,#minecraft [3] #minecraft,#streamer [3] #streamer,#twitch [3] #twitch,#twittersmarter [3] #twittersmarter,vamos [3] vamos,darle Top Replied-To in Entire Graph:
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Top Replied-To in G5:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G10: