The graph represents a network of 1,904 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 20:13 UTC.
The tweets in the network were tweeted over the 9-day, 7-hour, 34-minute period from Saturday, 22 February 2020 at 11:31 UTC to Monday, 02 March 2020 at 19:05 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 : 1904
Unique Edges : 4923
Edges With Duplicates : 19544
Total Edges : 24467
Number of Edge Types : 5
Retweet : 1222
Tweet : 1822
Mentions : 9458
MentionsInRetweet : 9580
Replies to : 2385
Self-Loops : 1867
Reciprocated Vertex Pair Ratio : 0.0873207668761076
Reciprocated Edge Ratio : 0.16061638761298
Connected Components : 170
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 1689
Maximum Edges in a Connected Component : 24221
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.206246
Graph Density : 0.00186266046092636
Modularity : 0.142995
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 1,904 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 20:13 UTC.
The tweets in the network were tweeted over the 9-day, 7-hour, 34-minute period from Saturday, 22 February 2020 at 11:31 UTC to Monday, 02 March 2020 at 19:05 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:
[526] social,media [428] san,diego [305] media,marketing [274] maykingtea,hollychessman [274] smmwconference,chrisstrub [256] mike_stelzner,#smmw20 [255] marketing,world [201] contentcal_io,vivianfrancos [197] contentcal_io,fuhsionmktg [181] runitrunnels,ecammtweets Top Word Pairs in Tweet in G1:
[91] smmwconference,chrisstrub [81] contentcal_io,fuhsionmktg [67] maykingtea,hollychessman [66] san,diego [65] social,media [59] runitrunnels,ecammtweets [59] ecammtweets,ryanfoland [58] contentcal_io,vivianfrancos [58] cgritmon,runitrunnels [53] top,hashtags Top Word Pairs in Tweet in G2:
[97] social,media [96] san,diego [60] mike_stelzner,#smmw20 [53] media,marketing [49] marketing,world [45] looking,forward [43] #leadloudly,#smmw20 [42] maykingtea,hollychessman [38] instagram,stories [35] smmwconference,chrisstrub Top Word Pairs in Tweet in G3:
[158] maykingtea,hollychessman [145] smmwconference,chrisstrub [127] mike_stelzner,#smmw20 [121] social,media [113] contentcal_io,vivianfrancos [100] contentcal_io,fuhsionmktg [100] chrisstrub,rob_balasabas [96] cgritmon,mllnnlmotivator [95] cgritmon,runitrunnels [95] runitrunnels,ecammtweets Top Word Pairs in Tweet in G4:
[70] social,media [61] julie,#smmw20 [49] san,diego [45] media,marketing [41] smexaminer,#vengresoevents [35] marketing,world [26] #smmw20,learn [25] mike,kim [24] world's,top [24] top,experts Top Word Pairs in Tweet in G5:
[72] social,media [50] media,marketing [46] san,diego [44] marketing,world [35] mike_stelzner,#smmw20 [32] colligan,#smmw20 [23] sociallysorted,#smmw20 [17] smexaminer,#smmw20 [17] live,grow [17] grow,community Top Word Pairs in Tweet in G6:
[32] san,diego [30] social,media [19] media,marketing [14] marketing,world [9] #smmw20,whova [9] whova,event [9] event,app [8] 48,awesome [8] awesome,people [8] people,follow Top Word Pairs in Tweet in G7:
[48] mikekimtv,re [48] problem,aware [48] aware,make [48] make,promise [47] #copywriting,101 [47] 101,mikekimtv [47] re,unaware [47] unaware,write [47] write,stories [47] stories,re Top Word Pairs in Tweet in G8:
[7] social,media [5] media,marketing [5] marketing,world [4] smexaminer,host [4] world,#smmw20 [4] latest,here's [4] here's,pr [4] pr,marketing [4] marketing,profs [4] profs,sharing Top Word Pairs in Tweet in G9:
[19] social,media [11] pick,one [11] one,social [10] media,marketing [10] social,network [10] network,#smmw20 [8] marketing,world [5] stories,people [5] organic,engagement [4] san,diego Top Word Pairs in Tweet in G10:
[7] san,diego [5] social,media [5] media,marketing [4] content,fuel [4] fuel,framework [4] creatively,repurpose [4] repurpose,content [4] content,maximum [4] maximum,impact [4] impact,tuesday Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G9:
Top Tweeters in G10: