The graph represents a network of 2,288 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 21:13 UTC.
The tweets in the network were tweeted over the 2333-day, 5-hour, 0-minute period from Wednesday, 28 September 2016 at 17:22 UTC to Friday, 17 February 2023 at 22:23 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 : 2288
Unique Edges : 3419
Edges With Duplicates : 8235
Total Edges : 11654
Number of Edge Types : 9
Tweet : 928
Mentions : 2345
Retweet : 1224
MentionsInRetweet : 2142
MentionsInReplyTo : 3803
Replies to : 896
MentionsInQuote : 166
Quote : 132
MentionsInQuoteReply : 18
Self-Loops : 1464
Reciprocated Vertex Pair Ratio : 0.0697532123189884
Reciprocated Edge Ratio : 0.130409914204004
Connected Components : 397
Single-Vertex Connected Components : 241
Maximum Vertices in a Connected Component : 1604
Maximum Edges in a Connected Component : 10387
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.203636
Graph Density : 0.00100235903143643
Modularity : 0.306013
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,288 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 21:13 UTC.
The tweets in the network were tweeted over the 2333-day, 5-hour, 0-minute period from Wednesday, 28 September 2016 at 17:22 UTC to Friday, 17 February 2023 at 22:23 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:
[180] salesforce,dreamforce [169] dreamforce,2022 [129] #salesforce,#dreamforce [93] reply,#stop [93] #stop,opt [84] #salesforcetour,nyc [83] san,francisco [76] magic,dreamforce [74] join,useful [72] useful,site Top Word Pairs in Tweet in G1:
[93] #stop,opt [93] reply,#stop [66] row,seat [66] front,row [64] seat,dreamforce [63] secure,front [63] ready,#df22 [63] #df22,final [63] final,step [63] step,secure Top Word Pairs in Tweet in G2:
[52] #salesforcetour,nyc [51] salesforce,dreamforce [40] dreamforce,salesforcedevs [30] salesforcedevs,salesforcearchs [28] swbjoyce,kavindrapatel [28] kavindrapatel,parkerharris [28] malloryranahan,zaynelt [28] parkerharris,langstonjessica [28] zaynelt,sfdckiran [28] sfdckiran,mittuvikas Top Word Pairs in Tweet in G3:
[35] badge,trailhead [31] trailhead,dreamforce [27] best,dreamforce [26] academy,taking [26] salesforce,dreamforce [26] 19,hands [26] trailhead,academy [26] dreamforce,bringing [26] bringing,january [26] january,19 Top Word Pairs in Tweet in G4:
[58] dreamforce,2022 [13] global,gathering [13] san,francisco [12] dreamforce,estate [11] dreamforce,2017 [11] read,more [11] 2022,global [11] salesforce,genie [10] company,understand [10] people,buy Top Word Pairs in Tweet in G5:
[11] salesforce,dreamforce [9] elongateog,salesforce [7] series,#innovation [7] magic,deep [7] #communications,#keynote [7] dive,free [7] deep,dive [7] continue,#df22 [7] part,series [7] free,#communications Top Word Pairs in Tweet in G6:
[14] #salesforcetour,nyc [12] marketingcloud,dreamforce [12] #rt,marketingcloud [10] golden,hoodie [8] tell,magical [8] opportunity,golden [8] shibua,best [8] favorite,moments [8] best,meeting [8] #df22,coming Top Word Pairs in Tweet in G7:
[74] join,useful [72] useful,site [64] salesforce,job [63] job,career [63] dreamforce,partnerforce [61] career,info [57] site,salesforce [55] appexchange,marketingcloud [55] salesforceorg,salesforce [46] salesforce,salesforceorg Top Word Pairs in Tweet in G8:
[38] global,gathering [27] 2022,global [17] dreamforce特集,dreamforceでのtableauを知ろう [16] tabforce#11,dreamforce特集 [15] dreamforce,2022 [10] gathering,architects [8] world,tour [7] セッションを再現してもらいまーす,salesforce飯塚さんによるdreamforceでのtableau情報もあります [7] 久々に,#tabforce [7] maes_data,セッションを再現してもらいまーす Top Word Pairs in Tweet in G9:
[5] thedailyshow,lesdoggg [5] apple,dreamforce [5] nbcsnl,trevornoah [5] trevornoah,colbertlateshow [4] lesdoggg,salesforce [4] salesforce,apple [4] dreamforce,jeffbezos [4] jeffbezos,nbcsnl [2] #netzeronow,special [2] anyone,missing Top Word Pairs in Tweet in G10:
[31] click,catch [31] well,being [31] brought,thought [31] year,team [31] team,brought [31] catch,things [31] leaders,together [31] sustainability,more [31] things,#dreamforce2022 [31] being,sustainability 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 G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: