The graph represents a network of 3,105 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 20:15 UTC.
The tweets in the network were tweeted over the 3074-day, 0-hour, 45-minute period from Thursday, 16 October 2014 at 18:44 UTC to Friday, 17 March 2023 at 19:30 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 : 3105
Unique Edges : 4939
Edges With Duplicates : 11944
Total Edges : 16883
Number of Edge Types : 9
Mentions : 2915
Tweet : 1296
Retweet : 1730
MentionsInRetweet : 3051
MentionsInReplyTo : 6093
Replies to : 1324
Quote : 188
MentionsInQuote : 198
MentionsInQuoteReply : 88
Self-Loops : 1956
Reciprocated Vertex Pair Ratio : 0.0732770745428973
Reciprocated Edge Ratio : 0.136548289870266
Connected Components : 510
Single-Vertex Connected Components : 319
Maximum Vertices in a Connected Component : 2263
Maximum Edges in a Connected Component : 15494
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.236276
Graph Density : 0.000791768348357322
Modularity : 0.29869
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,105 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 3/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 March 2023 at 20:15 UTC.
The tweets in the network were tweeted over the 3074-day, 0-hour, 45-minute period from Thursday, 16 October 2014 at 18:44 UTC to Friday, 17 March 2023 at 19:30 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:
[247] salesforce,dreamforce [235] dreamforce,2022 [162] reply,#stop [162] #stop,opt [139] #salesforce,#dreamforce [119] row,seat [119] front,row [116] seat,dreamforce [114] secure,front [114] #df22,final Top Word Pairs in Tweet in G1:
[162] #stop,opt [162] reply,#stop [119] row,seat [119] front,row [116] seat,dreamforce [114] secure,front [114] ready,#df22 [114] #df22,final [114] final,step [114] step,secure Top Word Pairs in Tweet in G2:
[95] salesforce,dreamforce [74] join,useful [72] useful,site [66] dreamforce,partnerforce [64] salesforce,job [63] job,career [61] career,info [57] site,salesforce [56] salesforceorg,salesforce [55] appexchange,marketingcloud Top Word Pairs in Tweet in G3:
[69] dreamforce,salesforcedevs [60] salesforce,dreamforce [51] #salesforcetour,nyc [35] salesforcedevs,salesforcearchs [34] benioff,swbjoyce [33] #trailblazercommunity,#motiharimeetup [32] swbjoyce,kavindrapatel [32] sfdckiran,mittuvikas [32] kavindrapatel,parkerharris [32] zaynelt,sfdckiran Top Word Pairs in Tweet in G4:
[68] dreamforce,2022 [16] sessions,dreamforce [16] dreamforce,2017 [16] salesforce,genie [15] people,buy [15] company,understand [15] two,sessions [15] global,gathering [15] 2017,help [15] understand,people Top Word Pairs in Tweet in G5:
[5] thedailyshow,lesdoggg [5] nbcsnl,trevornoah [5] trevornoah,colbertlateshow [5] apple,dreamforce [4] nypost,#themarket [4] #news,#wallstreet [4] jeffbezos,nbcsnl [4] lesdoggg,salesforce [4] #themarket,#news [4] #wallstreet,#siliconvalley Top Word Pairs in Tweet in G6:
[39] global,gathering [27] 2022,global [20] dreamforce,2022 [17] dreamforce特集,dreamforceでのtableauを知ろう [16] tabforce#11,dreamforce特集 [13] dreamforce,connection [10] 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:
[12] salesforce,dreamforce [10] dreamforce,year [10] benioff,salesforce [9] elongateog,salesforce [7] salesforce,genie [7] #cloud,#technology [7] dreamforce,2022 [7] #technology,#dreamforce [7] takeaways,dreamforce [7] #salesforce,#crm Top Word Pairs in Tweet in G8:
[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 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:
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Top Replied-To in G5:
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Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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 G5:
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Top Tweeters in G7:
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Top Tweeters in G10: