The graph represents a network of 3,975 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 19:15 UTC.
The tweets in the network were tweeted over the 2-day, 22-hour, 27-minute period from Tuesday, 19 March 2019 at 19:04 UTC to Friday, 22 March 2019 at 17:32 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 : 3975
Unique Edges : 10650
Edges With Duplicates : 20704
Total Edges : 31354
Self-Loops : 3121
Reciprocated Vertex Pair Ratio : 0.094797869006581
Reciprocated Edge Ratio : 0.173178760555317
Connected Components : 295
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 3572
Maximum Edges in a Connected Component : 30795
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.368602
Graph Density : 0.000884617941145749
Modularity : 0.23005
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1125] social,media [512] san,diego [445] don,t [412] media,marketing [344] twittersmarter,smmw19 [333] marketing,world [321] marismith,smmw19 [261] save,6 [250] here,smmw19 [240] mike_stelzner,smmw19 Top Word Pairs in Tweet in G1:
[310] social,media [266] don,t [183] marismith,smmw19 [163] mike_stelzner,smmw19 [137] chrisducker,smmw19 [132] san,diego [132] briansolis,smmw19 [115] andrewandpete,smmw19 [109] jessikaphillips,smmw19 [86] live,video Top Word Pairs in Tweet in G2:
[255] social,media [92] media,marketing [77] san,diego [60] marketing,world [59] check,out [57] don,t [53] content,marketing [50] marismith,facebook [48] here,smmw19 [48] top,50 Top Word Pairs in Tweet in G3:
[231] twittersmarter,smmw19 [126] social,media [89] twittersmarter,chat [73] marismith,smmw19 [71] here,smmw19 [68] content,strategy [67] san,diego [63] smechat,smmw19 [57] madalynsklar,smmw19 [44] mike_stelzner,smmw19 Top Word Pairs in Tweet in G4:
[86] social,media [41] media,marketing [37] marketing,world [30] emoji,domain [29] networking,plaza [28] such,great [27] great,audience [27] audience,loved [27] loved,meeting [27] meeting,smmw19 Top Word Pairs in Tweet in G5:
[94] jen,smmw19 [70] social,media [60] san,diego [44] media,marketing [42] smmw19,smechat [42] marketing,world [25] jen,smechat [24] smechat,smmw19 [24] phil_mershon,smmw19 [23] julie,smmw19 Top Word Pairs in Tweet in G6:
[64] social,media [47] seo,smm [46] smm,marketing [45] marketing,blog [44] san,diego [44] blog,blogger [43] blogger,contentmarketing [43] contentmarketing,crowdfunding [43] crowdfunding,win [43] win,contest Top Word Pairs in Tweet in G7:
[97] social,media [61] live,video [47] jwatson_wx,smmw19 [44] media,never [44] never,replace [44] replace,handshake [44] handshake,invest [44] invest,authentic [44] authentic,relationships [44] relationships,conversations Top Word Pairs in Tweet in G8:
[61] social,media [38] media,marketing [29] marketing,world [28] san,diego [23] live,video [16] winniesun,smmw19 [16] don,t [16] madalynsklar,smmw19 [15] smechat,smmw19 [13] video,smmw19 Top Word Pairs in Tweet in G9:
[261] save,6 [235] make,real [235] real,estate [235] estate,easy [235] easy,buy [235] buy,sell [235] sell,houses [235] houses,without [235] without,realtor [235] realtor,save 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:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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