The graph represents a network of 3,190 Twitter users whose recent tweets contained "dreamforce", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 21:13 UTC.
The tweets in the network were tweeted over the 2097-day, 21-hour, 9-minute period from Monday, 03 April 2017 at 01:58 UTC to Friday, 30 December 2022 at 23:07 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 3190
Unique Edges : 4341
Edges With Duplicates : 11066
Total Edges : 15407
Number of Edge Types : 9
Tweet : 1380
Retweet : 1739
MentionsInRetweet : 3079
Mentions : 3452
MentionsInReplyTo : 4407
Replies to : 988
Quote : 135
MentionsInQuote : 203
MentionsInQuoteReply : 24
Self-Loops : 1969
Reciprocated Vertex Pair Ratio : 0.0776481866112798
Reciprocated Edge Ratio : 0.144106745737583
Connected Components : 522
Single-Vertex Connected Components : 358
Maximum Vertices in a Connected Component : 2380
Maximum Edges in a Connected Component : 14026
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.328961
Graph Density : 0.000663035453965483
Modularity : 0.304586
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,190 Twitter users whose recent tweets contained "dreamforce", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/30/2022 5:00:35 PM. The network was obtained from Twitter on Saturday, 31 December 2022 at 21:13 UTC.
The tweets in the network were tweeted over the 2097-day, 21-hour, 9-minute period from Monday, 03 April 2017 at 01:58 UTC to Friday, 30 December 2022 at 23:07 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : dreamforce
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:
[354] dreamforce,2022 [265] reply,#stop [265] #stop,opt [207] front,row [206] row,seat [201] secure,front [201] seat,dreamforce [201] #df22,final [201] final,step [201] step,secure Top Word Pairs in Tweet in G1:
[265] #stop,opt [265] reply,#stop [206] row,seat [206] front,row [201] secure,front [201] ready,#df22 [201] #df22,final [201] seat,dreamforce [201] final,step [201] step,secure Top Word Pairs in Tweet in G2:
[67] badge,trailhead [58] salesforce,dreamforce [48] trailhead,salesforce [42] salesforceadmns,salesforcedevs [40] salesforce,salesforcedevs [40] salesforcedevs,salesforceadmns [35] trailhead,dreamforce [33] salesforce,trailhead [33] best,dreamforce [30] cardinalityai,dreamforce Top Word Pairs in Tweet in G3:
[53] #salesforcetour,nyc [42] dreamforce,2022 [25] salesforce,dreamforce [19] #df22,#salesforce [18] san,francisco [18] dreamforce,#df22 [16] k_ann_hamilton,dreamforce [15] dreamforce,salesforce [14] magic,dreamforce [13] #df22,dreamforce Top Word Pairs in Tweet in G4:
[103] dreamforce,2022 [29] dreamforce,22 [22] salesforce,genie [21] dreamforce,2017 [21] sessions,dreamforce [20] people,buy [20] help,company [20] 2017,help [20] two,sessions [20] company,understand Top Word Pairs in Tweet in G5:
[21] paul,family [21] home,thoughts [21] pelosi,home [21] paul,pelosi [21] shattered,hear [21] attack,paul [21] thoughts,paul [21] hear,attack [20] benioff,shattered [19] dreamforce,benioff Top Word Pairs in Tweet in G6:
[73] join,useful [71] useful,site [71] #utmgrabber,#utmtracking [63] dreamforce,partnerforce [63] #df22,#dreamforce [63] salesforce,job [62] job,career [60] career,info [56] site,salesforce [56] salesforceorg,salesforce Top Word Pairs in Tweet in G7:
[15] dreamforce,2022 [10] session,dreamforce [8] tttc,session [8] comment,tttc [8] dreamforce,trying [8] first,time [8] based,comment [8] trying,#belikecheryl [8] #belikecheryl,cherfeldman [8] cherfeldman,engage Top Word Pairs in Tweet in G8:
[54] global,gathering [33] 2022,global [27] dreamforce,2022 [18] dreamforce特集,dreamforceでのtableauを知ろう [17] tabforce#11,dreamforce特集 [15] dreamforce,global [11] 2022年10月27日開催,dreamforce [11] sfug,dev [11] gathering,architects [11] お待たせいたしました,sfug Top Word Pairs in Tweet in G9:
[4] 20,20 [3] allawler,still [3] next,year [3] show,watch [3] watch,takes [3] dreamforce,2022 [3] magic,show [3] over,#servicestar [3] takes,journey [3] time,dreamforce Top Word Pairs in Tweet in G10:
[18] online,participe [18] 20ª,edição [18] principais,insights [18] edição,dreamforce [18] participe,saiba [18] brasil,online [18] dreamforce,brasil [18] saiba,mais [16] mais,os [16] insights,destaques Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G5:
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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:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: