The graph represents a network of 3,114 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 21:14 UTC.
The tweets in the network were tweeted over the 3067-day, 4-hour, 16-minute period from Thursday, 16 October 2014 at 18:44 UTC to Friday, 10 March 2023 at 23:01 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 : 3114
Unique Edges : 4886
Edges With Duplicates : 11801
Total Edges : 16687
Number of Edge Types : 9
Mentions : 2923
Tweet : 1299
Retweet : 1763
MentionsInRetweet : 3113
Replies to : 1278
MentionsInReplyTo : 5835
Quote : 190
MentionsInQuote : 198
MentionsInQuoteReply : 88
Self-Loops : 1965
Reciprocated Vertex Pair Ratio : 0.0754261363636364
Reciprocated Edge Ratio : 0.140272090873068
Connected Components : 505
Single-Vertex Connected Components : 317
Maximum Vertices in a Connected Component : 2266
Maximum Edges in a Connected Component : 15262
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.242487
Graph Density : 0.000781008062611037
Modularity : 0.300138
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,114 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 21:14 UTC.
The tweets in the network were tweeted over the 3067-day, 4-hour, 16-minute period from Thursday, 16 October 2014 at 18:44 UTC to Friday, 10 March 2023 at 23:01 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:
[249] salesforce,dreamforce [245] dreamforce,2022 [164] reply,#stop [164] #stop,opt [141] #salesforce,#dreamforce [123] row,seat [123] front,row [120] seat,dreamforce [118] secure,front [118] #df22,final Top Word Pairs in Tweet in G1:
[97] salesforce,dreamforce [74] join,useful [72] useful,site [66] dreamforce,partnerforce [64] salesforce,job [63] job,career [61] career,info [58] salesforceorg,salesforce [57] badge,trailhead [57] site,salesforce Top Word Pairs in Tweet in G2:
[164] #stop,opt [164] reply,#stop [122] row,seat [122] front,row [119] seat,dreamforce [118] secure,front [118] ready,#df22 [118] #df22,final [118] final,step [118] step,secure Top Word Pairs in Tweet in G3:
[68] dreamforce,salesforcedevs [61] salesforce,dreamforce [49] #salesforcetour,nyc [35] salesforcedevs,salesforcearchs [34] benioff,swbjoyce [33] #trailblazercommunity,#motiharimeetup [32] swbjoyce,kavindrapatel [32] kavindrapatel,parkerharris [32] malloryranahan,zaynelt [32] zaynelt,sfdckiran Top Word Pairs in Tweet in G4:
[72] dreamforce,2022 [16] dreamforce,2017 [16] salesforce,genie [16] sessions,dreamforce [16] dreamforce,22 [16] global,gathering [15] people,buy [15] help,company [15] 2017,help [15] two,sessions Top Word Pairs in Tweet in G5:
[10] salesforce,dreamforce [7] benioff,salesforce [5] thedailyshow,lesdoggg [5] nbcsnl,trevornoah [5] trevornoah,colbertlateshow [5] apple,dreamforce [4] lightning,crypto [4] nypost,#themarket [4] elongateog,elonmusk [4] lesdoggg,salesforce Top Word Pairs in Tweet in G6:
[40] global,gathering [28] 2022,global [22] dreamforce,2022 [17] dreamforce特集,dreamforceでのtableauを知ろう [16] tabforce#11,dreamforce特集 [13] dreamforce,connection [11] gathering,architects [8] #dreamforce,2022 [8] world,tour [8] 気付いてなくてごめんなさい,こちらの公開グループで Top Word Pairs in Tweet in G7:
[61] #df22,#dreamforce [38] #communications,aligning [38] aligning,#tech [38] packed,#keynote [38] highlight,#communications [38] #keynote,highlight [38] week,packed [38] #dreamforce,week [37] sallyeaves,#df22 [37] #consumer,trends Top Word Pairs in Tweet in G8:
[11] dreamforce,2022 [8] save,date [6] #salesforce,#dreamforce [6] pre,registration [5] already,live [5] shown,dreamforce [5] live,save [5] 2023,already [5] #dreamforce,2023 [5] recovered,df22 Top Word Pairs in Tweet in G9:
[7] benioff,mcconaughey [5] #yoshiki,#matthewmcconaughey [5] amazing,benioff [5] サンフランシスコで友達と,sf [5] sf,amazing [5] mcconaughey,#yoshiki [4] yoshikiofficial,サンフランシスコで友達と [2] フランス,の可能性もある [2] benioff,dreamforce [2] salesforce,dreamforce Top Word Pairs in Tweet in G10:
[31] being,sustainability [31] critical,conversations [31] well,being [31] together,critical [31] click,catch [31] things,#dreamforce2022 [31] thought,leaders [31] brought,thought [31] catch,things [31] more,click 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 G5:
Top Replied-To in G6:
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: