The graph represents a network of 1,575 Twitter users whose tweets in the requested range contained "dreamforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 27 August 2022 at 20:10 UTC.
The requested start date was Saturday, 27 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 23-hour, 10-minute period from Saturday, 13 August 2022 at 00:43 UTC to Friday, 26 August 2022 at 23:54 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 : 1575
Unique Edges : 2195
Edges With Duplicates : 4594
Total Edges : 6789
Number of Edge Types : 5
Tweet : 771
Retweet : 1150
MentionsInRetweet : 1878
Mentions : 2491
Replies to : 499
Self-Loops : 836
Reciprocated Vertex Pair Ratio : 0.0642596886386221
Reciprocated Edge Ratio : 0.120759414877062
Connected Components : 340
Single-Vertex Connected Components : 267
Maximum Vertices in a Connected Component : 1127
Maximum Edges in a Connected Component : 6161
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.241002
Graph Density : 0.00129606099110546
Modularity : 0.328698
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,575 Twitter users whose tweets in the requested range contained "dreamforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 27 August 2022 at 20:10 UTC.
The requested start date was Saturday, 27 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 13-day, 23-hour, 10-minute period from Saturday, 13 August 2022 at 00:43 UTC to Friday, 26 August 2022 at 23:54 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 : GraphServerTwitterSearch
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:
[162] dreamforce,2022 [157] san,francisco [145] #corpgov,#csuite [128] 20,22 [122] september,20 [107] benioff,dreamforce [98] #cx,#csr [98] #csr,#wef [91] dreamforce,september [87] 22,join Top Word Pairs in Tweet in G1:
[30] san,francisco [25] andrew_sfdc,dreamforce [23] please,join [21] anyone,attending [21] attending,#df22 [21] #df22,#sober [21] #sober,soberish [21] soberish,looking [21] looking,support [21] support,please Top Word Pairs in Tweet in G2:
[61] dreamforce,2022 [35] san,francisco [26] chili,peppers [25] red,hot [25] hot,chili [20] chance,win [20] salesforce,sign [19] give,back [19] 2022,coming [19] tune,#df22 Top Word Pairs in Tweet in G3:
[76] elongateog,salesforceca [76] salesforceca,salesforceorg [76] salesforceorg,dreamforce [76] dreamforce,appexchange [69] appexchange,salesforce [33] san,francisco [31] markbarsy,elongateog [28] manyraim,elongateog [22] dreamforce,2022 [21] world,work Top Word Pairs in Tweet in G4:
[79] benioff,dreamforce [75] 20,22 [73] september,20 [68] 22,join [68] join,100k [68] 100k,ohana [66] salesforce,easy [66] easy,one [66] one,self [66] self,service Top Word Pairs in Tweet in G5:
[20] dreamforce,#df22 [18] newbie,reunion [18] reunion,breakfast [15] attending,dreamforce [12] joannaiturbe,rebeccajoffrey [12] rebeccajoffrey,nickersuniverse [11] #df22,join [10] chance,win [10] #df22,attend [10] attend,newbie Top Word Pairs in Tweet in G6:
[145] #corpgov,#csuite [98] #cx,#csr [98] #csr,#wef [78] #csuite,#legaltech [78] #legaltech,#hranalytics [78] #hranalytics,#finserv [78] #finserv,#cx [73] #hr,#hrtech [67] #hranalytics,#corpgov [67] #csuite,#finserv Top Word Pairs in Tweet in G7:
[17] design,shirt [11] shirt,sale [11] sale,dreamforce [11] dreamforce,proxinsight [11] proxinsight,shirtforceorg [11] shirtforceorg,teamed [11] teamed,give [10] toddhalfpenny,design [10] give,th [7] great,entrants Top Word Pairs in Tweet in G8:
[4] lti_global,dreamforce [4] dreamforce,salesforce [4] potus,vp [4] vp,secgov [4] secgov,civilrights [4] civilrights,dojcrimdiv [4] dojcrimdiv,ftc [4] ftc,fcc [4] lti_global,amarjuluri [4] amarjuluri,dreamforce Top Word Pairs in Tweet in G9:
[29] dreamforce,tableau [26] tableau,salesforce [12] adammico1,dreamforce [9] data,analytics [9] analytics,dreamforce [9] tableau,chief [9] chief,product [9] product,officer [9] ajenstat,shares [9] shares,three Top Word Pairs in Tweet in G10:
[19] ご報告です,salesforce [19] salesforce,dreamforce [19] dreamforce,#df22 [19] #df22,に登壇します [19] に登壇します,ω [19] ω,ゞ [19] ゞ,salesforce [19] salesforce,そしてtableauのコミュニティの話です [19] そしてtableauのコミュニティの話です,2つのコミュニティが大好きです [18] maes_data,ご報告です Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: