The graph represents a network of 628 Twitter users whose recent tweets contained "#mdmc19", 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 Friday, 19 April 2019 at 15:39 UTC.
The tweets in the network were tweeted over the 9-day, 5-hour, 46-minute period from Wednesday, 10 April 2019 at 09:42 UTC to Friday, 19 April 2019 at 15:29 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 : 628
Unique Edges : 1714
Edges With Duplicates : 2104
Total Edges : 3818
Number of Edge Types : 4
Tweet : 504
Mentions : 2274
Retweet : 790
Replies to : 250
Self-Loops : 508
Reciprocated Vertex Pair Ratio : 0.170731707317073
Reciprocated Edge Ratio : 0.291666666666667
Connected Components : 43
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 570
Maximum Edges in a Connected Component : 3740
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.064219
Graph Density : 0.00536372779081462
Modularity : 0.281031
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[154] gomdmc,#mdmc19 [110] social,media [110] don,t [88] st,louis [79] digital,marketing [77] #mdmc19,gomdmc [59] marketing,conference [38] looking,forward [35] here,#mdmc19 [33] content,marketing Top Word Pairs in Tweet in G1:
[37] gomdmc,#mdmc19 [35] social,media [30] don,t [29] 50states100days,film [27] digital,marketing [26] here,#mdmc19 [22] st,louis [21] #mdmc19,gomdmc [19] marketing,conference [16] personal,branding Top Word Pairs in Tweet in G2:
[38] gomdmc,#mdmc19 [20] killer,content [20] social,media [19] don,t [13] st,louis [13] #mdmc19,gomdmc [12] #mdmc19,#marketing [9] julieewald,#mdmc19 [8] katiekrum,#mdmc19 [7] content,strategy Top Word Pairs in Tweet in G3:
[16] don,t [15] gomdmc,#mdmc19 [12] #mdmc19,#marketing [9] need,people [8] iamtylerkelley,weareslam [8] startup,competition [8] umsl,gomdmc [7] digital,marketing [7] entrepreneur,club [6] #mdmc19,#digitalmarketing Top Word Pairs in Tweet in G4:
[23] gomdmc,#mdmc19 [21] don,t [14] #mdmc19,gomdmc [13] social,media [12] panel,#mdmc19 [11] pillars,conscious [11] business,growth [10] digital,marketing [10] iamtylerkelley,weareslam [10] conscious,business Top Word Pairs in Tweet in G5:
[20] st,louis [19] gomdmc,#mdmc19 [18] social,media [12] #mdmc19,gomdmc [11] marketing,conference [11] content,marketing [10] digital,marketing [9] 4,17 [8] day,2 [8] #mdmc19,#seo Top Word Pairs in Tweet in G6:
[18] gomdmc,#mdmc19 [16] social,media [13] don,t [11] #mdmc19,gomdmc [10] thompsoncoburn,#mdmc19 [10] #mdmc,#mdmclivetweet [10] #mdmclivetweet,#mdmc19 [6] bring,together [6] #mdmc19,#socialmedia [6] 10,5 Top Word Pairs in Tweet in G7:
[7] st,louis [3] #mdmc19,#digitalmarketing [3] #md4,#md4 [3] union,station [2] #mdmc19,sessions [2] looking,forward [2] digital,marketing [2] standing,room [2] seo,panel [2] #mdmc19,#md4 Top Word Pairs in Tweet in G8:
[7] #eduinfluencers,#mdmc19 [6] nodexl,kfreberg [6] kfreberg,aejmc_prd [6] aejmc_prd,tldelrosso [6] tldelrosso,aiaddysonzhang [6] aiaddysonzhang,capizzol [6] capizzol,ekinsky [6] ekinsky,april_cenyue [6] april_cenyue,alraphiou [6] alraphiou,lawscomm Top Word Pairs in Tweet in G9:
[8] midwest,digital [8] digital,marketing [8] marketing,conference [4] conference,#mdmc19 [4] gomdmc,#mdmc19 [3] video,marketing [3] marketing,panel [3] t60productions,sprkwrth [3] purina,gomdmc [3] #mdmc19,#videomarketing Top Word Pairs in Tweet in G10:
[5] google,ads [4] experiences,#mdmc19 [4] gomdmc,umslbusiness [3] ads,#mdmc19 [2] 80,customers [2] customers,value [2] value,experience [2] experience,much [2] much,product [2] product,service 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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