The graph represents a network of 1,256 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, 02 December 2020 at 17:47 UTC.
The requested start date was Wednesday, 02 December 2020 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 40-day, 6-hour, 0-minute period from Thursday, 22 October 2020 at 17:54 UTC to Tuesday, 01 December 2020 at 23:55 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 : 1256
Unique Edges : 2198
Edges With Duplicates : 14135
Total Edges : 16333
Number of Edge Types : 5
Mentions : 5679
Retweet : 2360
MentionsInRetweet : 3665
Replies to : 3207
Tweet : 1422
Self-Loops : 1442
Reciprocated Vertex Pair Ratio : 0.20888496616652
Reciprocated Edge Ratio : 0.345582866877586
Connected Components : 137
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 990
Maximum Edges in a Connected Component : 15964
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.662786
Graph Density : 0.00260677037074631
Modularity : 0.140774
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,256 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, 02 December 2020 at 17:47 UTC.
The requested start date was Wednesday, 02 December 2020 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 40-day, 6-hour, 0-minute period from Thursday, 22 October 2020 at 17:54 UTC to Tuesday, 01 December 2020 at 23:55 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 [399] social,media [254] fuhsionmktg,s_narmadhaa [211] madalynsklar,#twittersmarter [199] twitter,lists [169] madalynsklar,a2 [163] madalynsklar,a1 [156] madalynsklar,a3 [155] twitter,chats [154] givewp,madalynsklar Top Word Pairs in Tweet in G1:
[221] #twittersmarter,chat [164] social,media [89] #twittersmarter,podcast [78] ask,hootsuite [61] twitter,chats [59] madalynsklar,#twittersmarter [59] madalynsklar,ask [57] twitter,chat [55] twitter,lists [44] use,twitter Top Word Pairs in Tweet in G2:
[230] fuhsionmktg,s_narmadhaa [206] #twittersmarter,chat [149] social,media [130] twitter,lists [123] madalynsklar,a2 [118] darcydeleon,albermoire [116] givewp,madalynsklar [113] madalynsklar,sabrinacadini [112] madalynsklar,#twittersmarter [111] madalynsklar,a1 Top Word Pairs in Tweet in G3:
[96] #twittersmarter,featuring [74] #marketing,#twittersmarter [71] #twittersmarter,chat [44] atnickmartin,hootsuite [44] social,media [32] madalynsklar,#twittersmarter [28] hootsuite,madalynsklar [21] madalynsklar,dd_invest [20] being,more [19] twitter,chat Top Word Pairs in Tweet in G4:
[8] daily,conversation [8] conversation,report [8] report,ready [8] ready,#twittersmarter [6] tips,follow [4] third,party [4] party,app [4] twitter,#twittersmarter [4] more,diet [4] diet,nutrition Top Word Pairs in Tweet in G5:
[17] liking,tweet [16] tweet,gives [16] gives,impression [16] impression,re [16] re,agreeing [16] agreeing,content [16] way,saying [16] saying,see [15] content,way [14] janetmachuka_,liking Top Word Pairs in Tweet in G6:
[15] beginner,classes [15] classes,starting [15] starting,nov [15] nov,#smm [15] #smm,#class [15] #class,#twitter [15] #twitter,#twittersmarter [15] #twittersmarter,#lessons [14] boondockfinds,beginner Top Word Pairs in Tweet in G8:
[25] social,media [23] media,marketing [7] #socialmediatips,#twittersmarter [6] marketing,revolutionized [6] revolutionized,gaming [6] gaming,industry [6] industry,#socialmediatips [6] #twittersmarter,#facebook [5] cruz_creative,social [3] marketing,tips Top Word Pairs in Tweet in G9:
[2] madalynsklar,a8 Top Word Pairs in Tweet in G10:
[14] more,tech [12] tech,programming [11] machine,learning [7] stuff,follow [7] follow,techbiason [7] programming,stuff [6] learning,more [5] programming,tips [5] tips,follow [3] look,indepth 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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