The graph represents a network of 485 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 18:43 UTC.
The tweets in the network were tweeted over the 9-day, 15-hour, 58-minute period from Tuesday, 10 September 2019 at 02:42 UTC to Thursday, 19 September 2019 at 18:40 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 : 485
Unique Edges : 1115
Edges With Duplicates : 4803
Total Edges : 5918
Self-Loops : 470
Reciprocated Vertex Pair Ratio : 0.239207360226469
Reciprocated Edge Ratio : 0.386065105653912
Connected Components : 40
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 433
Maximum Edges in a Connected Component : 5844
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.479826
Graph Density : 0.00745931669080685
Modularity : 0.148698
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[314] #twittersmarter,chat [108] #twittersmarter,podcast [99] madalynsklar,a1 [99] using,twitter [96] social,media [94] twitter,marketing [93] madalynsklar,a5 [89] twitter,chat [81] madalynsklar,a3 [80] madalynsklar,a2 Top Word Pairs in Tweet in G1:
[114] #twittersmarter,chat [71] #twittersmarter,podcast [48] twitter,chat [39] twitter,chats [36] twitter,marketing [34] using,twitter [32] social,media [29] twitter,#twittersmarter [29] each,week [26] madalynsklar,#twittersmarter Top Word Pairs in Tweet in G2:
[75] #twittersmarter,chat [64] madalynsklar,sabrinacadini [60] madalynsklar,a1 [52] madalynsklar,a5 [51] madalynsklar,a2 [45] madalynsklar,a4 [44] madalynsklar,a3 [42] social,media [42] madalynsklar,jbethjs [40] madalynsklar,a7 Top Word Pairs in Tweet in G3:
[38] #twittersmarter,chat [21] brand,awareness [20] build,brand [20] twitter,influencer [19] twitter,campaigns [18] influencers,twitter [18] ll,guest [18] guest,tonight [18] tonight,8pm [18] 8pm,eat Top Word Pairs in Tweet in G4:
[50] #twittersmarter,chat [29] twitter,marketing [25] using,twitter [24] guest,jbethjs [19] #twittersmarter,podcast [17] back,basics [17] basics,using [16] madalynsklar,a3 [16] madalynsklar,a5 [15] chat,guest Top Word Pairs in Tweet in G5:
[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 G6:
[36] #twittersmarter,chat [30] content,creation [29] tips,ideas [27] ideas,scale [27] scale,content [12] guest,tedrubin [9] 1pm,et [8] topic,tips [7] join,tedrubin [7] tedrubin,#twittersmarter Top Word Pairs in Tweet in G7:
[4] madalynsklar,a7 [3] givewp,learnwithmattc [3] learnwithmattc,benunc [3] benunc,michelleames [2] awesome,#twittersmarter [2] #twittersmarter,s [2] a7,time [2] time,relationship [2] relationship,building [2] building,follow Top Word Pairs in Tweet in G8:
[6] using,twitter [6] twitter,#twittersmarter [6] #twittersmarter,#standwithhk Top Word Pairs in Tweet in G9:
[5] thursday,#twitterchat [5] #twitterchat,list [5] list,#1 [5] #1,#indiefeature [5] #indiefeature,24 [5] 24,7 [5] 7,#engagors [5] #engagors,8am [5] 8am,#twitteamhour [5] #twitteamhour,9am Top Word Pairs in Tweet in G10:
[4] earlier,morning [4] morning,outdoors [4] outdoors,coffee [4] coffee,great [4] great,title [4] title,frame [4] frame,ideas [4] ideas,#trending [4] #trending,#friday [4] #friday,#bitcoin Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
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Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: