The graph represents a network of 2,847 Twitter users whose recent tweets contained "DreamForce19", 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 Thursday, 21 November 2019 at 11:42 UTC.
The tweets in the network were tweeted over the 8-day, 23-hour, 53-minute period from Tuesday, 12 November 2019 at 11:34 UTC to Thursday, 21 November 2019 at 11:28 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 : 2847
Unique Edges : 5070
Edges With Duplicates : 3405
Total Edges : 8475
Self-Loops : 1258
Reciprocated Vertex Pair Ratio : 0.041779497098646
Reciprocated Edge Ratio : 0.0802079465280356
Connected Components : 545
Single-Vertex Connected Components : 387
Maximum Vertices in a Connected Component : 1877
Maximum Edges in a Connected Component : 7246
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.087589
Graph Density : 0.00066472802059398
Modularity : 0.502468
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,847 Twitter users whose recent tweets contained "DreamForce19", 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 Thursday, 21 November 2019 at 11:42 UTC.
The tweets in the network were tweeted over the 8-day, 23-hour, 53-minute period from Tuesday, 12 November 2019 at 11:34 UTC to Thursday, 21 November 2019 at 11:28 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 : DreamForce19
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[578] #df19,#dreamforce19 [388] #dreamforce19,#df19 [210] san,francisco [197] #dreamforce19,#dreamforce2019 [184] #dreamforce,#dreamforce19 [156] #dreamforce19,#dreamforce [138] #df19,#dreamforce [126] #df19,#salesforce [87] #salesforce,#dreamforce19 [83] #dreamforce2019,#dreamforce19 Top Word Pairs in Tweet in G1:
[176] #df19,#dreamforce19 [77] #dreamforce19,#df19 [72] #dreamforce19,#dreamforce2019 [46] #df19,#dreamforce [38] #goappirio,#df19 [36] dreamforce,salesforce [32] #df19,#salesforce [31] #dreamforce2019,#dreamforce [28] #dreamforce,#dreamforce19 [27] nodexl,dreamforce Top Word Pairs in Tweet in G2:
[46] #dreamforce19,#df19 [32] #df19,#dreamforce19 [18] #dreamforce19,#dreamforce [17] san,francisco [15] #salesforce,#dreamforce19 [14] #dreamforce19,#salesforce [12] #dreamforce,#salesforce [12] #dreamforce,#dreamforce19 [12] #dreamforce19,#dreamforce2019 [12] day,1 Top Word Pairs in Tweet in G3:
[105] #df19,#dreamforce19 [61] #dreamforce19,#dreamforce [46] san,francisco [45] booth,1704 [41] #dreamforce19,#df19 [38] #dreamforce,keynote [36] #salesforce,experts [33] benioff,lets [33] lets,protestors [33] protestors,speak Top Word Pairs in Tweet in G4:
[51] #df19,#dreamforce19 [26] san,francisco [20] #dreamforce19,#df19 [17] ci,cd [17] github,actions [17] scratch,org [16] salesforce,dreamforce [16] salesforce,#dreamforce19 [16] discussing,massive [16] massive,gender Top Word Pairs in Tweet in G5:
[81] #df19,#dreamforce19 [24] #dreamforce19,#df19 [11] #dreamforce19,keynote [7] louis,vuitton [6] app,building [6] brings,up [6] takes,stage [6] baxterkb,kayfbutterfield [5] #df19,#dreamforce [5] incredibly,proud Top Word Pairs in Tweet in G6:
[105] #dreamforce19,#df19 [32] vonage,hub [23] #thejoker,d [23] d,love [23] love,spread [23] spread,10 [23] 10,000 [23] 000,around [23] around,#dreamforce19 [23] #df19,#sanfrancisco Top Word Pairs in Tweet in G7:
[22] westin,st [21] ashleigh720,uwci [19] salesforceorg,sfdopartners [17] unitedway,salesforceorg [17] salesforceorg,bgallagheruw [17] bgallagheruw,iamsmccormick [17] iamsmccormick,digitallyunited [17] digitallyunited,lisabowmanuww [17] lisabowmanuww,dannemillerj [17] dannemillerj,rachelkrausman Top Word Pairs in Tweet in G8:
[59] blimp,#dreamforce19 [49] #failsforce,blimp [42] one,fly [42] fly,#failsforce [42] #dreamforce19,again [42] again,#saaswars [31] flying,blimp [26] #saaswars,#failsforce [22] #failsforce,#saaswars [21] #failsforce,#df19 Top Word Pairs in Tweet in G9:
[26] https,t [26] t,co [13] salesforce,admin [13] admin,keynote [13] bookmark,going [13] going,https [13] co,gtitohjuwy [13] gtitohjuwy,mark [13] mark,calendars [13] calendars,watch Top Word Pairs in Tweet in G10:
[18] business,begins [18] begins,#marketing [18] #marketing,offering [18] offering,value [18] value,nothing [18] nothing,market [18] market,sell [18] sell,learn [18] learn,make [18] make,offerings 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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Top Tweeters in G10: