The graph represents a network of 1,632 Twitter users whose recent tweets contained "#SMMW20", 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 Monday, 02 March 2020 at 14:27 UTC.
The tweets in the network were tweeted over the 9-day, 12-hour, 2-minute period from Saturday, 22 February 2020 at 02:19 UTC to Monday, 02 March 2020 at 14:21 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 : 1632
Unique Edges : 4153
Edges With Duplicates : 14341
Total Edges : 18494
Number of Edge Types : 5
Replies to : 1881
MentionsInRetweet : 7105
Retweet : 874
Mentions : 7306
Tweet : 1328
Self-Loops : 1365
Reciprocated Vertex Pair Ratio : 0.089202786377709
Reciprocated Edge Ratio : 0.163794634926275
Connected Components : 165
Single-Vertex Connected Components : 133
Maximum Vertices in a Connected Component : 1422
Maximum Edges in a Connected Component : 18250
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.209725
Graph Density : 0.00211474074608384
Modularity : 0.170548
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 1,632 Twitter users whose recent tweets contained "#SMMW20", 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 Monday, 02 March 2020 at 14:27 UTC.
The tweets in the network were tweeted over the 9-day, 12-hour, 2-minute period from Saturday, 22 February 2020 at 02:19 UTC to Monday, 02 March 2020 at 14:21 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 : TwitterSearch
Graph Term : #SMMW20
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:
[389] san,diego [383] social,media [260] media,marketing [229] marketing,world [196] smmwconference,chrisstrub [196] contentcal_io,fuhsionmktg [185] maykingtea,hollychessman [169] cgritmon,mllnnlmotivator [145] looking,forward [130] runitrunnels,ecammtweets Top Word Pairs in Tweet in G1:
[177] contentcal_io,fuhsionmktg [156] smmwconference,chrisstrub [146] maykingtea,hollychessman [140] cgritmon,mllnnlmotivator [116] social,media [115] san,diego [104] vivianfrancos,chrisstrub [102] runitrunnels,ecammtweets [102] ecammtweets,ryanfoland [101] cgritmon,runitrunnels Top Word Pairs in Tweet in G2:
[78] san,diego [67] social,media [44] media,marketing [41] marketing,world [41] #leadloudly,#smmw20 [38] smmwconference,chrisstrub [35] attending,#smmw20 [35] maykingtea,hollychessman [30] smexaminer,chrisbronext [28] looking,forward Top Word Pairs in Tweet in G3:
[44] social,media [40] san,diego [32] mikekimtv,#smmw20 [29] media,marketing [28] problem,aware [28] aware,make [28] make,promise [27] robert_rose,#smmw20 [27] aware,share [26] make,offer Top Word Pairs in Tweet in G4:
[69] social,media [61] san,diego [61] julie,#smmw20 [49] media,marketing [43] marketing,world [41] smexaminer,#vengresoevents [26] looking,forward [25] #smmw20,learn [24] world's,top [24] top,experts Top Word Pairs in Tweet in G5:
[26] social,media [25] san,diego [18] media,marketing [15] whova,event [15] event,app [14] attending,#smmw20 [12] marketing,world [8] 48,awesome [8] awesome,people [8] people,follow Top Word Pairs in Tweet in G6:
[18] san,diego [12] social,media [10] networking,plaza [10] smmwconference,#smmw20 [7] session,#smmw20 [7] media,marketing [7] marketing,world [5] those,already [5] already,bought [5] bought,#smmw20 Top Word Pairs in Tweet in G7:
[33] build,digital [33] digital,marketing [21] hope,see [18] come,see [18] see,workshop [18] workshop,#smmw20 [18] #smmw20,build [18] marketing,strategy [18] strategy,grows [18] grows,business Top Word Pairs in Tweet in G8:
[7] san,diego [6] big,idea [6] promise,demonstrate [6] social,media [5] #smmw20,#publicspeaking [5] #michaelport,#smmw20 [5] #amyport,#publicspeaking [5] #publicspeaking,#smmw20 [5] public,speaking [5] looking,forward Top Word Pairs in Tweet in G9:
[24] social,media [23] media,marketing [23] marketing,world [17] san,diego [11] pick,one [11] one,social [11] attending,social [10] social,network [10] network,#smmw20 [8] world,san Top Word Pairs in Tweet in G10:
[9] quote,day [9] day,#smmw20 [8] marketing,isn [8] isn,closing [8] closing,sale [8] sale,opening [8] opening,relationship [8] relationship,mike [8] mike,kim [8] kim,#smmw20 Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G6:
Top Replied-To in G7:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: