The graph represents a network of 584 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, 06 November 2021 at 19:55 UTC.
The requested start date was Saturday, 06 November 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, 21-hour, 46-minute period from Saturday, 23 October 2021 at 00:16 UTC to Friday, 05 November 2021 at 22:03 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 : 584
Unique Edges : 702
Edges With Duplicates : 1094
Total Edges : 1796
Number of Edge Types : 5
MentionsInRetweet : 451
Mentions : 712
Retweet : 294
Replies to : 191
Tweet : 148
Self-Loops : 159
Reciprocated Vertex Pair Ratio : 0.0639269406392694
Reciprocated Edge Ratio : 0.120171673819742
Connected Components : 85
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 430
Maximum Edges in a Connected Component : 1361
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.443477
Graph Density : 0.00273737634812848
Modularity : 0.387882
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 584 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, 06 November 2021 at 19:55 UTC.
The requested start date was Saturday, 06 November 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, 21-hour, 46-minute period from Saturday, 23 October 2021 at 00:16 UTC to Friday, 05 November 2021 at 22:03 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:
[110] #salesforce,#dreamforce [96] #startups,#ai [95] #startup,#startups [94] #dreamforce,#startup [87] #ai,#socialmedia [83] #socialmedia,#futureofwork [81] #futureofwork,#hrtech [73] #hrtech,#cx [58] #startup,#hr [58] #hr,#csr Top Word Pairs in Tweet in G1:
[11] dreamforce,salesforce [10] 2020,tony [10] tony,nguyen [10] nguyen,sftonyn [10] sftonyn,another [10] another,pandemic [10] pandemic,unemployment [10] unemployment,stat [10] stat,2021 [10] 2021,stage Top Word Pairs in Tweet in G2:
[20] reply,#unsubscribe [16] #unsubscribe,opt [14] dreamforce,2021 [10] september,21 [10] day,dreamforce [10] thank,making [10] making,best [10] best,dreamforce [10] dreamforce,dreamforce [10] dreamforce,ended Top Word Pairs in Tweet in G3:
[10] two,sessions [10] sessions,dreamforce [10] dreamforce,2017 [10] 2017,help [10] help,company [10] company,understand [10] understand,people [10] people,buy [7] dream,quest [7] quest,2021 Top Word Pairs in Tweet in G4:
[11] dreamforce,benioff [10] trailhead,salesforceadmns [10] salesforceadmns,dreamforce [9] salesforceforit,dreamforce [9] salesforce,trailhead [7] salesforce,salesforceadmns [7] salesforceadmns,salesforceforit [6] salesforceuk,appexchange [6] trinorma,salesforce [5] dreamforce,salesforceuk Top Word Pairs in Tweet in G7:
[14] streamed,dreamforce [14] dreamforce,hour [13] never,recieved [12] hour,never [8] salesforce,streamed [7] completed,form [7] salesforce,announced [7] announced,backup [7] backup,restore [7] restore,learn Top Word Pairs in Tweet in G8:
[3] benioff,1t_org [3] blue,sky [3] sky,lightning [2] time,running [2] running,involved [2] involved,1t_org [2] 1t_org,cop26 [2] cop26,benioff [2] benioff,#cop26 [2] #cop26,#togetherforourplanet Top Word Pairs in Tweet in G9:
[4] ck,sentia [4] sentia,ceo [4] ceo,davidgforder [4] davidgforder,speaking [4] speaking,live [4] live,#salesforce [4] #salesforce,sf [4] sf,dreamforce [4] dreamforce,last [4] last,month Top Word Pairs in Tweet in G10:
[7] svp,global [7] global,brand [7] content,customer [5] dreamforce,conference [5] conference,san [5] largest,event [5] event,covid [5] covid,began [5] strategic,content [5] content,tech Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: