The graph represents a network of 464 Twitter users whose recent tweets contained "#TwitterSmarter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 19 September 2019 at 18:07 UTC.
The tweets in the network were tweeted over the 9-day, 15-hour, 14-minute period from Tuesday, 10 September 2019 at 02:42 UTC to Thursday, 19 September 2019 at 17:56 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 : 464
Unique Edges : 1080
Edges With Duplicates : 4461
Total Edges : 5541
Self-Loops : 439
Reciprocated Vertex Pair Ratio : 0.236417033773862
Reciprocated Edge Ratio : 0.382422802850356
Connected Components : 37
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 415
Maximum Edges in a Connected Component : 5472
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.4858
Graph Density : 0.00783868325016757
Modularity : 0.143952
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[301] #twittersmarter,chat [105] #twittersmarter,podcast [99] madalynsklar,a1 [99] using,twitter [94] social,media [94] twitter,marketing [92] madalynsklar,a5 [86] twitter,chat [80] madalynsklar,a3 [78] madalynsklar,a2 Top Word Pairs in Tweet in G1:
[92] #twittersmarter,chat [59] #twittersmarter,podcast [34] twitter,marketing [34] twitter,chat [32] twitter,chats [29] social,media [29] using,twitter [23] madalynsklar,#twittersmarter [20] use,twitter [20] check,out Top Word Pairs in Tweet in G2:
[67] #twittersmarter,chat [57] madalynsklar,sabrinacadini [55] madalynsklar,a1 [48] madalynsklar,a5 [44] madalynsklar,a2 [42] madalynsklar,a3 [41] madalynsklar,jbethjs [39] madalynsklar,a4 [37] social,media [36] madalynsklar,a7 Top Word Pairs in Tweet in G3:
[36] #twittersmarter,chat [20] brand,awareness [19] build,brand [18] twitter,campaigns [18] ll,guest [18] guest,tonight [18] tonight,8pm [18] 8pm,eat [18] eat,#twittersmarter [18] #twittersmarter,note Top Word Pairs in Tweet in G4:
[43] #twittersmarter,chat [31] content,creation [30] tips,ideas [28] ideas,scale [28] scale,content [13] guest,tedrubin [12] 1pm,et [11] twitter,chat [9] ask,hootsuite [9] madalynsklar,#twittersmarter Top Word Pairs in Tweet in G5:
[57] #twittersmarter,chat [27] twitter,marketing [26] guest,jbethjs [26] using,twitter [17] back,basics [17] basics,using [14] chat,guest [13] #twittersmarter,podcast [13] madalynsklar,a3 [12] twitter,chat Top Word Pairs in Tweet in G6:
[5] daily,conversation [5] conversation,report [5] report,ready [5] ready,#twittersmarter [5] #twittersmarter,sep [5] hootsuite,madalynsklar [4] sandeep,reddy [4] #twitter,#twittersmarter [4] twitter,profile [4] #twittersmarter,#q Top Word Pairs in Tweet in G7:
[8] #twittersmarter,podcast [7] madalynsklar,a5 [6] twitter,#twittersmarter [4] twitter,chat [4] influencer,marketing [3] madalynsklar,a6 [3] thank,juliaemccoy [3] juliaemccoy,content_hackers [3] content_hackers,featuring [3] featuring,website Top Word Pairs in Tweet in G8:
[4] real,time [3] madalynsklar,a6 [3] influencer,marketing [2] madalynsklar,hey [2] pune,india [2] great,way [2] madalynsklar,a1 [2] find,relevant [2] madalynsklar,a2 [2] madalynsklar,a3 Top Word Pairs in Tweet in G9:
[3] madalynsklar,hootsuite [3] givewp,learnwithmattc [3] learnwithmattc,benunc [3] benunc,michelleames [2] #twittersmarter,s [2] michelleames,a5 Top Word Pairs in Tweet in G10:
[4] madalynsklar,a2 [3] madalynsklar,hi [3] happy,#followfriday [3] #followfriday,here [3] here,folks [3] folks,inspired [3] inspired,week [3] week,joedmarti [3] joedmarti,thanks [3] thanks,great Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: