The graph represents a network of 3,522 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 Sunday, 17 November 2019 at 15:40 UTC.
The requested start date was Sunday, 17 November 2019 at 15:37 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 2-day, 4-hour, 55-minute period from Thursday, 14 November 2019 at 13:49 UTC to Saturday, 16 November 2019 at 18:45 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 : 3522
Unique Edges : 7272
Edges With Duplicates : 4470
Total Edges : 11742
Self-Loops : 1011
Reciprocated Vertex Pair Ratio : 0.0504245591116917
Reciprocated Edge Ratio : 0.0960079592090536
Connected Components : 485
Single-Vertex Connected Components : 366
Maximum Vertices in a Connected Component : 2804
Maximum Edges in a Connected Component : 10936
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.205348
Graph Density : 0.000648417437292365
Modularity : 0.436354
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,522 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 Sunday, 17 November 2019 at 15:40 UTC.
The requested start date was Sunday, 17 November 2019 at 15:37 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 2-day, 4-hour, 55-minute period from Thursday, 14 November 2019 at 13:49 UTC to Saturday, 16 November 2019 at 18:45 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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[532] benioff,dreamforce [466] 000,attendees [461] dreamforce,27 [461] 27,keynote [461] keynote,soeakers [461] 000,000 [461] 000,online [461] online,2m [461] 2m,trailblazers [413] next,week Top Word Pairs in Tweet in G1:
[63] next,week [45] check,out [25] going,dreamforce [22] dreamforce,#df19 [22] learn,more [21] dreamforce,2019 [20] dreamforce,year [20] dreamforce,next [20] attending,dreamforce [19] center,stage Top Word Pairs in Tweet in G2:
[93] salesforce,dreamforce [72] next,week [31] dreamforce,2019 [29] dreamforce,salesforce [26] dreamforce,next [26] salesforce,s [21] #df19,sharing [19] dreamforce,#df19 [18] #salesforce,#dreamforce [17] build,healthy Top Word Pairs in Tweet in G3:
[414] benioff,dreamforce [365] 000,attendees [363] dreamforce,27 [363] 27,keynote [363] keynote,soeakers [363] 000,000 [363] 000,online [363] online,2m [363] 2m,trailblazers [250] 2700,sessions Top Word Pairs in Tweet in G4:
[50] next,week [47] dreamforce,trailhead [43] benioff,dreamforce [43] dreamforce,archladies [42] salesforceadmns,therachelwatson [42] salesforce,womenwhocode [41] archladies,witdevs [41] dreamforce,#df19 [40] dreamforce,27 [40] 27,keynote Top Word Pairs in Tweet in G5:
[56] dreamforce,2019 [41] next,week [24] san,francisco [20] check,out [19] dreamforce,next [17] dreamforce,19 [9] nov,19 [9] attending,dreamforce [9] #df19,#salesforce [9] beef,dreamforce Top Word Pairs in Tweet in G6:
[22] benioff,dreamforce [21] dreamforce,27 [21] 27,keynote [21] keynote,soeakers [21] 000,attendees [21] 000,000 [21] 000,online [21] online,2m [21] 2m,trailblazers [19] next,week Top Word Pairs in Tweet in G7:
[33] pardot,dreamforce [33] dreamforce,trailhead [33] trailhead,salesforcemil [33] salesforcemil,merivisvets [33] merivisvets,cheshireimpact [33] cheshireimpact,daniel_weyant [32] daniel_weyant,rangeryancy [32] rangeryancy,caseychesh [22] laronmarkets__c,pardot [22] next,week Top Word Pairs in Tweet in G8:
[17] follow,twitter [14] next,week [14] dreamforce,2019 [13] 20,follow [13] twitter,dreamforce [8] 2019,#df19 [8] happy,hour [7] dreamforce,next [7] great,list [7] follow,dreamforce Top Word Pairs in Tweet in G9:
[9] looking,forward [8] next,week [8] honored,moderate [8] moderate,panel [8] panel,dreamforce [8] dreamforce,building [8] building,#ethicalai [8] #ethicalai,scales [8] scales,business [8] business,kayfbutterfield Top Word Pairs in Tweet in G10:
[41] dreamforce,serve [41] serve,beef [41] beef,invite [41] invite,170 [41] 170,000 [41] 000,people [41] people,fly [41] fly,sf [41] sf,conference [40] oliviasolon,dreamforce Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: