The graph represents a network of 1,030 Twitter users whose recent tweets contained "#SMMW19", 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 Sunday, 17 March 2019 at 17:15 UTC.
The tweets in the network were tweeted over the 9-day, 17-hour, 43-minute period from Thursday, 07 March 2019 at 23:28 UTC to Sunday, 17 March 2019 at 17:11 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 : 1030
Unique Edges : 2564
Edges With Duplicates : 3102
Total Edges : 5666
Self-Loops : 570
Reciprocated Vertex Pair Ratio : 0.128144119646499
Reciprocated Edge Ratio : 0.227176860500151
Connected Components : 105
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 909
Maximum Edges in a Connected Component : 5502
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.282726
Graph Density : 0.00313151612933662
Modularity : 0.33422
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[244] next,week [231] san,diego [212] social,media [151] marketing,world [149] media,marketing [124] speakers,connect [122] top,50 [121] 50,speakers [116] marketing,blog [114] seo,smm Top Word Pairs in Tweet in G1:
[98] san,diego [66] next,week [63] social,media [58] jen,smmw19 [51] marketing,world [38] march,20th [33] looking,forward [31] media,marketing [28] roberts_ben_m,rachelextance [28] lucyshall,darcydeleon Top Word Pairs in Tweet in G2:
[86] speakers,connect [84] top,50 [83] 50,speakers [72] smmw19,here [71] headed,smmw19 [69] here,s [69] s,top [69] connect,re [57] social,media [53] next,week Top Word Pairs in Tweet in G3:
[49] social,media [36] san,diego [34] media,marketing [30] next,week [29] marketing,world [17] networking,plaza [15] smmw19,next [15] re,excited [12] virtual,ticket [11] jen,smmw19 Top Word Pairs in Tweet in G4:
[31] next,week [20] ticket,smmw19 [20] super,low [20] low,price [17] top,50 [17] 50,speakers [17] speakers,connect [16] smmw19,next [15] smmw19,here [14] here,s Top Word Pairs in Tweet in G5:
[16] social,media [14] media,marketing [12] top,50 [12] 50,speakers [12] speakers,connect [12] connect,smmw19 [11] smmw19,nimble [11] nimble,blog [11] blog,smmw19 [11] next,week Top Word Pairs in Tweet in G6:
[44] next,week [38] twittersmarter,chat [25] live,person [19] 3,21 [13] week,smmw19 [12] chat,live [12] 21,10am [12] smmw19,next [12] person,twittersmarter [11] social,media Top Word Pairs in Tweet in G7:
[11] looking,forward [6] before,smmw19 [6] forward,seeing [4] wanted,drop [4] drop,note [4] note,before [4] smmw19,both [4] both,working [4] working,smexaminer [4] smexaminer,team Top Word Pairs in Tweet in G8:
[20] influencermarketing,risky [20] risky,brandreputation [20] brandreputation,find [20] find,out [20] out,people [20] people,now [20] now,link [20] link,brexit [20] brexit,fyrefestival [19] williamstim,influencermarketing Top Word Pairs in Tweet in G10:
[113] seo,smm [113] smm,marketing [113] marketing,blog [113] blog,blogger [113] blogger,contentmarketing [110] contentmarketing,crowdfunding [110] crowdfunding,win [91] sent,dm [91] dm,seo [91] win,contest Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: