The graph represents a network of 2,820 Twitter users whose recent tweets contained "#smmw20 OR #smmw2020", 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 Wednesday, 04 March 2020 at 03:31 UTC.
The tweets in the network were tweeted over the 3-day, 8-hour, 12-minute period from Saturday, 29 February 2020 at 16:41 UTC to Wednesday, 04 March 2020 at 00:53 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 : 2820
Unique Edges : 7621
Edges With Duplicates : 33917
Total Edges : 41538
Number of Edge Types : 5
MentionsInRetweet : 17136
Replies to : 3933
Mentions : 15669
Tweet : 2655
Retweet : 2145
Self-Loops : 2701
Reciprocated Vertex Pair Ratio : 0.0824254881808839
Reciprocated Edge Ratio : 0.152297759210027
Connected Components : 196
Single-Vertex Connected Components : 157
Maximum Vertices in a Connected Component : 2563
Maximum Edges in a Connected Component : 41252
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.225943
Graph Density : 0.00132484986628224
Modularity : 0.139178
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 2,820 Twitter users whose recent tweets contained "#smmw20 OR #smmw2020", 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 Wednesday, 04 March 2020 at 03:31 UTC.
The tweets in the network were tweeted over the 3-day, 8-hour, 12-minute period from Saturday, 29 February 2020 at 16:41 UTC to Wednesday, 04 March 2020 at 00:53 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 OR #smmw2020
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:
[949] social,media [378] smmwconference,chrisstrub [366] san,diego [356] maykingtea,hollychessman [340] media,marketing [305] mike_stelzner,#smmw20 [285] #smmw20,#smmw2020 [283] marketing,world [266] mllnnlmotivator,nathaliegregg [248] contentcal_io,vivianfrancos Top Word Pairs in Tweet in G1:
[260] social,media [118] #smmw20,#smmw2020 [72] chrisstrub,#smmw20 [69] media,marketing [68] san,diego [65] andrewandpete,#smmw20 [62] mike_stelzner,#smmw20 [61] jaybaer,#smmw20 [61] jasminestar,#smmw20 [58] marketing,world Top Word Pairs in Tweet in G2:
[374] social,media [374] smmwconference,chrisstrub [347] maykingtea,hollychessman [266] mllnnlmotivator,nathaliegregg [248] contentcal_io,vivianfrancos [235] contentcal_io,fuhsionmktg [221] ryanfoland,mllnnlmotivator [209] mllnnlmotivator,fuhsionmktg [192] mike_stelzner,#smmw20 [182] runitrunnels,ecammtweets Top Word Pairs in Tweet in G3:
[113] social,media [45] media,marketing [36] influencer,marketing [36] marketing,world [31] more,#smmw20 [29] root,word [29] word,authority [29] san,diego [27] write,more [26] authority,root Top Word Pairs in Tweet in G4:
[75] social,media [44] media,marketing [42] marketing,world [41] julie,#smmw20 [35] san,diego [33] smexaminer,#smmw20 [28] jen,#smmw20 [27] mike_stelzner,#smmw20 [23] #smmw20,smexaminer [21] #smmw20,#smmw2020 Top Word Pairs in Tweet in G5:
[103] duncanjwardle,#smmw2020 [98] yes,thank [98] #smmw2020,love [97] 19,year [97] year,old [97] old,came [97] came,#disneyland [97] #disneyland,yes [97] thank,inspiration [97] inspiration,duncanjwardle Top Word Pairs in Tweet in G6:
[21] social,media [17] san,diego [12] media,marketing [11] people,follow [10] 48,awesome [10] awesome,people [10] follow,during [10] during,#smmw20 [8] marketing,world [8] #smmw20,nimble Top Word Pairs in Tweet in G7:
[63] problem,aware [63] aware,make [63] make,promise [62] #copywriting,101 [62] 101,mikekimtv [62] mikekimtv,re [62] re,unaware [62] unaware,write [62] write,stories [62] stories,re Top Word Pairs in Tweet in G8:
[15] social,media [13] monday,#smmw20 [13] ideal,audience [13] pst,room [12] #smmw20,chris [12] chris,strub [12] strub,ideal [12] audience,consistently [12] consistently,tweet [12] tweet,15 Top Word Pairs in Tweet in G9:
[15] michaelport,#smmw20 [6] #smmw20,#publicspeaking [5] live,tweeting [4] tell,story [3] audience,michaelport [3] day,#smmw20 [3] #smmw20,highlights [3] highlights,lorgmedia [3] lorgmedia,meet [3] meet,went Top Word Pairs in Tweet in G10:
[3] many,digital [3] digital,marketers [3] marketers,heed [3] heed,quit [3] quit,treating [3] treating,people [3] people,numbers [3] numbers,hate [3] hate,build [3] build,relationships Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: