The graph represents a network of 3,952 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 Friday, 22 March 2019 at 01:14 UTC.
The tweets in the network were tweeted over the 9-day, 9-hour, 43-minute period from Tuesday, 12 March 2019 at 15:05 UTC to Friday, 22 March 2019 at 00:48 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 : 3952
Unique Edges : 10983
Edges With Duplicates : 22312
Total Edges : 33295
Self-Loops : 3335
Reciprocated Vertex Pair Ratio : 0.1064741709903
Reciprocated Edge Ratio : 0.192456676860347
Connected Components : 329
Single-Vertex Connected Components : 277
Maximum Vertices in a Connected Component : 3524
Maximum Edges in a Connected Component : 32730
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.351127
Graph Density : 0.000942402220726163
Modularity : 0.231741
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1169] social,media [801] san,diego [520] media,marketing [446] marketing,world [400] don,t [326] twittersmarter,smmw19 [265] looking,forward [248] next,week [244] save,6 [235] mike_stelzner,smmw19 Top Word Pairs in Tweet in G1:
[331] social,media [218] don,t [187] san,diego [135] media,marketing [128] here,s [123] smmw19,here [120] mike_stelzner,smmw19 [114] marketing,world [113] top,50 [110] looking,forward Top Word Pairs in Tweet in G2:
[273] twittersmarter,smmw19 [217] san,diego [200] social,media [172] twittersmarter,chat [125] next,week [118] jessikaphillips,smmw19 [92] smechat,smmw19 [91] mike_stelzner,smmw19 [89] here,smmw19 [77] content,strategy Top Word Pairs in Tweet in G3:
[199] social,media [194] jen,smmw19 [138] san,diego [117] marketing,world [110] media,marketing [79] julie,smmw19 [59] looking,forward [55] networking,plaza [43] don,t [42] smmw19,smechat Top Word Pairs in Tweet in G4:
[197] social,media [68] media,marketing [49] san,diego [49] marketing,world [39] top,50 [35] marketing,influencers [28] marismith,facebook [28] influencers,2019 [25] live,video [24] don,t Top Word Pairs in Tweet in G5:
[67] social,media [53] san,diego [45] media,marketing [43] marketing,world [12] diego,convention [12] convention,center [11] diego,smmw19 [9] smmw19,san [9] world,conference [8] check,out Top Word Pairs in Tweet in G6:
[54] social,media [52] san,diego [34] media,marketing [25] marketing,world [21] live,video [18] don,t [18] influencermarketing,risky [18] risky,brandreputation [18] brandreputation,find [18] find,out Top Word Pairs in Tweet in G7:
[34] jwatson_wx,smmw19 [32] social,media [30] live,video [25] smmw19,jwatson_wx [15] media,marketing [15] san,diego [14] live,smmw19 [13] marketing,world [12] such,great [12] power,live Top Word Pairs in Tweet in G8:
[244] save,6 [224] make,real [224] real,estate [224] estate,easy [224] easy,buy [224] buy,sell [224] sell,houses [224] houses,without [224] without,realtor [224] realtor,save Top Word Pairs in Tweet in G9:
[126] seo,smm [125] smm,marketing [125] marketing,blog [124] blog,blogger [123] blogger,contentmarketing [121] contentmarketing,crowdfunding [121] crowdfunding,win [106] win,contest [97] contest,giveaway [96] giveaway,influencermarketing Top Word Pairs in Tweet in G10:
[18] last,night [18] night,michelle [18] michelle,asked [18] asked,tarp [18] tarp,family [18] family,lay [18] lay,chance [18] chance,rain [18] rain,tonight [18] tonight,s Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: