The graph represents a network of 279 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, 10 April 2021 at 19:54 UTC.
The requested start date was Saturday, 10 April 2021 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, 17-hour, 45-minute period from Saturday, 27 March 2021 at 00:19 UTC to Friday, 09 April 2021 at 18:05 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 : 279
Unique Edges : 354
Edges With Duplicates : 388
Total Edges : 742
Number of Edge Types : 5
Retweet : 79
MentionsInRetweet : 161
Tweet : 71
Replies to : 76
Mentions : 355
Self-Loops : 77
Reciprocated Vertex Pair Ratio : 0.062200956937799
Reciprocated Edge Ratio : 0.117117117117117
Connected Components : 56
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 163
Maximum Edges in a Connected Component : 596
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.021552
Graph Density : 0.00572445269590779
Modularity : 0.449132
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 279 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, 10 April 2021 at 19:54 UTC.
The requested start date was Saturday, 10 April 2021 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, 17-hour, 45-minute period from Saturday, 27 March 2021 at 00:19 UTC to Friday, 09 April 2021 at 18:05 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:
[25] two,sessions [25] sessions,dreamforce [25] dreamforce,2017 [25] 2017,help [25] help,company [25] company,understand [25] understand,people [25] people,buy [15] buy,#contentmarketing [15] think,over Top Word Pairs in Tweet in G1:
[12] #marketing,#crm [11] #salesforce,#successanywhere [11] #successanywhere,#sales [11] #sales,#startups [11] #startups,#seo [11] #seo,#marketing [11] #crm,#trailhead [11] #trailhead,#startup [11] #startup,#ai [11] #ai,#socialmedia Top Word Pairs in Tweet in G2:
[11] sf,mass [11] mass,vaccination [11] vaccination,site [11] site,mosconecenter [11] mosconecenter,quite [11] quite,popular [11] popular,dreamforce [11] dreamforce,still [11] still,exciting [11] exciting,event Top Word Pairs in Tweet in G3:
[25] two,sessions [25] sessions,dreamforce [25] dreamforce,2017 [25] 2017,help [25] help,company [25] company,understand [25] understand,people [25] people,buy [15] buy,#contentmarketing [9] buy,#marketing Top Word Pairs in Tweet in G4:
[10] trailhead,dreamforce [6] bdeloryn,trailhead [5] laurendunne__c,bdeloryn [5] laurendunne__c,trailhead [4] excited,introduced [4] introduced,25 [4] 25,talented [4] talented,climbers [4] climbers,salesforce [4] salesforce,ecosystem Top Word Pairs in Tweet in G5:
[2] negative,ones [2] ones,talk [2] talk,finish [2] finish,back [2] back,go [2] go,still [2] still,vibe [2] vibe,hook [2] hook,chorus [2] chorus,davido Top Word Pairs in Tweet in G6:
[14] kwongerific,dreamforce [6] dreamforce,amazon [4] sfdc_nerd,dreamforce [3] amazon,justagirlygeek [2] kwongerific,sfdc_nerd [2] justagirlygeek,amber9904 [2] amber9904,cubii [2] justagirlygeek,joy_sh [2] during,pandemic [2] dreamforce,yeah Top Word Pairs in Tweet in G7:
[15] charlieisaacs,salesforce [15] salesforce,brooza21 [15] brooza21,benioff [14] adam17amo,charlieisaacs [9] sisontuli,adam17amo [8] benioff,amcgriff87 [8] amcgriff87,shakilkamran14 [8] shakilkamran14,dreamforce [6] slcscooter,adam17amo [5] justicesikakane,sisontuli Top Word Pairs in Tweet in G8:
[5] jtracingrwik,dreamforce [5] dreamforce,couldn [5] couldn,prouder [5] prouder,old [5] old,boy [5] boy,putting [5] putting,another [5] another,tough [5] tough,effort [5] effort,gallant Top Word Pairs in Tweet in G9:
[5] think,over [4] george,ryder [3] dreamforce,avilius [2] boilover,gr1 [2] gr1,george [2] ryder,goes [2] goes,think [2] over,boss_glen [2] boss_glen,gets [2] gets,coolmoreaus Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G6:
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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:
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Top Mentioned in G5:
Top Mentioned in G6:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: